diff --git a/.github/workflows/pip_install_test.yml b/.github/workflows/pip_install_test.yml index 14d8a90e..e0192101 100644 --- a/.github/workflows/pip_install_test.yml +++ b/.github/workflows/pip_install_test.yml @@ -10,18 +10,18 @@ on: - completed # only test when new release has been deployed to PyPI jobs: - build-linux: - runs-on: ubuntu-latest + build: if: ${{ github.event_name == 'workflow_dispatch' || (github.event_name == 'workflow_run' && github.event.workflow_run.conclusion == 'success') }} # only run when tests have passed (or manually triggered) strategy: - max-parallel: 5 + fail-fast: false matrix: - python-version: ['3.8', '3.9', '3.10', '3.11'] + python-version: [ '3.8', '3.9', '3.10', '3.11' ] + os: [ ubuntu-latest,macos-latest,windows-latest ] - name: Python ${{ matrix.python-version }} pip install + runs-on: ${{matrix.os}} steps: - uses: actions/checkout@v2 @@ -44,7 +44,7 @@ jobs: if: always() # always generate the plots, even if the tests fail run: | # Generate the test plots in case there were any failures: - pytest --mpl-generate-path=tests/remote_baseline tests/test_plotting.py + pytest --mpl-generate-path=tests/remote_baseline -k "plot" tests # Upload test plots - name: Archive test plots diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index b34c7285..96be0b2b 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -11,15 +11,15 @@ on: - '*' # all branches jobs: - build-linux: - runs-on: ubuntu-latest + build: strategy: - max-parallel: 5 + fail-fast: false matrix: - python-version: ['3.8', '3.9', '3.10', '3.11'] + python-version: [ '3.8', '3.9', '3.10', '3.11' ] + os: [ ubuntu-latest,macos-latest,windows-latest ] - name: Python ${{ matrix.python-version }} Test Pop + runs-on: ${{matrix.os}} steps: - uses: actions/checkout@v2 @@ -41,7 +41,7 @@ jobs: if: always() # always generate the plots, even if the tests fail run: | # Generate the test plots in case there were any failures: - pytest --mpl-generate-path=tests/remote_baseline tests/test_plotting.py + pytest --mpl-generate-path=tests/remote_baseline -k "plot" tests # Upload test plots - name: Archive test plots diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 9e4351f0..6683c70a 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -1,6 +1,22 @@ Change Log ========== +v.2.1.0 +---------- +- Update finite-size defect corrections implementations: + - `pydefect` used directly for eFNV correction (with optimisation for efficiency). Moreover, the + fully relaxed defect structure (with defect site determined by doped) is used. + - FNV correction now uses optimised version of `pymatgen-analysis-defects` implementation. + - Updated corrections plotting (much nicer formats, more informative etc) + - The actual energy error in the correction is now estimated, and the user is warned if this exceeds + `error_tolerance` (optional parameter, 0.05 eV by default) + - Bandfilling corrections no longer automatically calculated as (1) almost always not recommended + and (2) will show an example of calculating these if needed using our code in `pymatgen` on the docs +- Efficiency improvements in obtaining defect site info (Wyckoff positions) +- Additional utils and functions for defect generation and manipulation. +- (Many) updated tests. +- Added functionality for robustly determining the point group symmetry of _relaxed_ defects 🔥 + v.2.0.5 ---------- - Update oxi-state handling to: diff --git a/README.md b/README.md index 42572ae3..88ef9156 100644 --- a/README.md +++ b/README.md @@ -65,13 +65,15 @@ entirely refactored and rewritten, to work with the new ## Studies using `doped` (so far) +- X. Wang et al. [_Physical Review B_](https://journals.aps.org/prb/abstract/10.1103/PhysRevB.108.134102) 2023 +- Y. Kumagai et al [_PRX Energy_](http://dx.doi.org/10.1103/PRXEnergy.2.043002) 2023 +- S. M. Liga & S. R. Kavanagh, A. Walsh, D. O. Scanlon, G. Konstantatos [_Journal of Physical Chemistry C_](https://doi.org/10.1021/acs.jpcc.3c05204) 2023 - A. T. J. Nicolson et al. [_Journal of Materials Chemistry A_](https://doi.org/10.1039/D3TA02429F) 2023 - Y. W. Woo, Z. Li, Y-K. Jung, J-S. Park, A. Walsh [_ACS Energy Letters_](https://doi.org/10.1021/acsenergylett.2c02306) 2023 - P. A. Hyde et al. [_Inorganic Chemistry_](https://doi.org/10.1021/acs.inorgchem.3c01510) 2023 -- J. Willis, K. B. Spooner, D. O. Scanlon. [_ChemRxiv_](https://chemrxiv.org/engage/chemrxiv/article-details/64c29140ce23211b20a787bb) 2023 -- X. Wang et al. [_arXiv_](https://arxiv.org/abs/2302.04901) 2023 +- J. Willis, K. B. Spooner, D. O. Scanlon. [_Applied Physics Letters_](https://doi.org/10.1063/5.0170552) 2023 - J. Cen et al. [_Journal of Materials Chemistry A_](https://doi.org/10.1039/D3TA00532A) 2023 -- J. Willis & R. Claes et al. [_ChemRxiv_](https://doi.org/10.26434/chemrxiv-2023-lttnf) 2023 +- J. Willis & R. Claes et al. [_Chem Mater_](https://doi.org/10.1021/acs.chemmater.3c01628) 2023 - I. Mosquera-Lois & S. R. Kavanagh, A. Walsh, D. O. Scanlon [_npj Computational Materials_](https://www.nature.com/articles/s41524-023-00973-1) 2023 - Y. T. Huang & S. R. Kavanagh et al. [_Nature Communications_](https://www.nature.com/articles/s41467-022-32669-3) 2022 - S. R. Kavanagh, D. O. Scanlon, A. Walsh, C. Freysoldt [_Faraday Discussions_](https://doi.org/10.1039/D2FD00043A) 2022 diff --git a/Dev_ToDo.md b/docs/Dev_ToDo.md similarity index 82% rename from Dev_ToDo.md rename to docs/Dev_ToDo.md index 29d94282..bedcdd78 100644 --- a/Dev_ToDo.md +++ b/docs/Dev_ToDo.md @@ -5,10 +5,11 @@ ## Chemical potential - Update chemical potential tools to work with new Materials Project API. Currently, supplying an API key for the new Materials Project API returns entries which do not have `e_above_hull` as a property, and so crashes. Ideally would be good to be compatible with both the legacy and new API, which should be fairly straightforward (try importing MPRester from mp_api client except ImportError import from pmg then will need to make a whole separate query/search because `band_gap` and `total_magnetisation` no longer accessible from `get_entries`). See https://docs.materialsproject.org/downloading-data/using-the-api - Currently inputting multiple extrinsic `sub_species` will assume you are co-doping, and will output competing phases for this (e.g. K and In with BaSnO3 will output KInO2), default should not be to do this, but have an optional argument for co-doping treatment. -- Publication ready chemical potential diagram plotting tool as in Adam Jackson's `plot-cplap-ternary` (3D) and Sungyhun's `cplapy` (4D) (see `doped_chempot_plotting_example.ipynb`; code there, just needs to be implemented in module functions). +- Publication ready chemical potential diagram plotting tool as in Adam Jackson's `plot-cplap-ternary` (3D) and Sungyhun's `cplapy` (4D) (see `doped_chempot_plotting_example.ipynb`; code there, just needs to be implemented in module functions). `ChemicalPotentialGrid` in `py-sc-fermi` interface could be quite useful for this? (Worth moving that part of code out of `interface` subpackage?) - Also see `Cs2SnTiI6` notebooks for template code for this. - Functionality to combine chemical potential limits from considering different extrinsic species, to be able to plot defect formation energies for different dopants on the same diagram. - Once happy all required functionality is in the new `chemical_potentials.py` code (need more rigorous tests, see original pycdt tests for this and make sure all works with new code), showcase all functionality in the example notebook, remove the old modified-pycdt `_chemical_potentials.py` code. +- Should output `json` of Materials Project `ComputedStructureEntry` used for each competing phase directory, to aid provenance. ## Post-processing / analysis / plotting - Automatically check the 'bulk' and 'defect' calculations used the same INCAR tags, KPOINTS and POTCAR @@ -27,7 +28,7 @@ For interstitials, should be based off just the Wyckoff number of the final relaxed site. Should make this a parsed defect property, defined relative to the conventional cell (so they actually correspond to Wyckoff numbers, will need some idiotproof checks/notes for users about this), - and have this automatically plug-and-play with `py-sc-fermi`. Already have the site analysis / + and have this automatically plug-and-play with `py-sc-fermi` (can do by setting `spin_degeneracy` and `config_degeneracy` properties, and use this in `py-sc-fermi` `interface` code). Already have the site analysis / Wyckoff matching code for this. - See `pydefect` and pmg `finder.py` for tools for this. - For complex defects, this is future work, and should be done manually (note in docs and give @@ -71,17 +72,14 @@ - In these cases, will also want to be able to plot these in a smart manner on the defect TLD. Separate lines to the stoichiometrically-equivalent (unperturbed) point defect, but with the same colour just different linestyles? (or something similar) +- Automate `pydefect` shallow defect analysis? At least have notebook showing how to manually do this (Adair's done before?). - Previous `pymatgen` issues, fixed? - - Improved handling of the delocalisation analysis warning. `pymatgen`'s version is too sensitive. Maybe if `pymatgen` finds the defect to be incompatible, estimate the error in the energy, and if small enough ignore, otherwise give an informative warning of the estimated error, possible origins (unreasonable/unstable/shallow charge state, as the charge is being significantly delocalised across the cell, rather than localised at the defect) – this has been tanked in new `pymatgen`. Could just use the `pydefect` shallow defect analysis instead? - - Related: Add warning for bandfilling correction based off energy range of the CBM/VBM occupation? (In - addition to `num_hole` and `num_electron`) - Currently the `PointDefectComparator` object from `pymatgen.analysis.defects.thermodynamics` is used to group defect charge states for the transition level plot / transition level map outputs. For interstitials, if the closest Voronoi site from the relaxed structure thus differs significantly between charge states, this will give separate lines for each charge state. This is kind of ok, because they _are_ actually different defect sites, but should have intelligent defaults for dealing with this (see `TODO` in `dpd_from_defect_dict` in `analysis.py`; at least similar colours for similar defect types, an option to just show amalgamated lowest energy charge states for each _defect type_). NaP is an example for this – should have a test built for however we want to handle cases like this. See Ke's example case too with different interstitial sites. - GitHub issue related to `DefectPhaseDiagram`: https://github.com/SMTG-Bham/doped/issues/3 -> Think about how we want to refactor the `DefectPhaseDiagram` object! - Note that if you edit the entries in a DefectPhaseDiagram after creating it, you need to `dpd.find_stable_charges()` to update the transition level map etc. - Should tag parsed defects with `is_shallow` (or similar), and then omit these from plotting/analysis (and note this behaviour in examples/docs) -- Ideally our defect parsing would be able to get the final _relaxed_ position of vacancies / antisites that move significantly (or the centroid if a defect cluster), to then use for the charge correction. Not a big deal for larger supercells, but a slight mismatch in defect site prediction for smaller supercells can have a semi-significant effect on the predicted charge correction. `Int_Te_3_unperturbed_1` is a good example of this tricky case. -- Change formation energy plotting and tabulation to DefectPhaseDiagram methods rather than standalone +- Change formation energy plotting and tabulation to `DefectPhaseDiagram` methods rather than standalone functions – with `pymatgen` update what's the new architecture? - Better automatic defect formation energy plot colour handling (auto-change colormap based on number of defects, set similar colours for similar defects (types and inequivalent sites)) – and more customisable? - `aide` labelling of defect species in formation energy plots? @@ -111,13 +109,13 @@ - Readily automated with `vise` if one wants (easy high-throughput and can setup primitive calcs (BS, DOS, dielectric). - Some nice defect structure and eigenvalue analysis - GKFO correction +- Showcase `py-sc-fermi` plotting (e.g. from thesis notebook) using `interface` functionality. When doing, add CdTe data as test case for this part of the code. Could also add an optional right-hand-side y-axis for defect concentration (for a chosen anneal temp) to our TLD plotting. Also carrier concentration vs Fermi level plots as done in the Kumagai PRX paper? (once properly integrated, add and ask Alex to check/test?) ## Housekeeping - Clean `README` with bullet-point summary of key features, and sidebar like `SnB`. - `ShakeNBreak` related updates: - - Use doped naming conventions and functions and defect entry generation functions in `ShakeNBreak`. + - Use doped defect entry generation functions in `ShakeNBreak`. - Code tidy up: - - Notebooks in `tests`; update or delete. - Test coverage? - Go through docstrings and trim to 80 characters. Also make sure all tidy and understandable (idiot-proof). Should be able to generate docs with little to no warnings/errors. - Add type hints for all functions. @@ -126,8 +124,11 @@ - Docs: - Create GGA practice workflow, for people to learn how to work with doped and defect calculations - - Add note about `NUPDOWN` for triplet states (bipolarons or dimers (e.g. C-C in Si apparently has ~0.5 eV energy splitting (10.1038/s41467-023-36090-2), and O-O in STO from Kanta?)). + - Add note about `NUPDOWN` for triplet states (bipolarons or dimers (e.g. C-C in Si apparently has ~0.5 eV energy splitting (10.1038/s41467-023-36090-2), and 0.4 eV for O-O in STO from Kanta, but smaller for VCd bipolaron in CdTe)). - Add our recommended workflow (gam, NKRED, std, ncl). See https://sites.tufts.edu/andrewrosen/density-functional-theory/vasp/ for some possibly useful general tips. + - Update parsing notebook to reflect preferred usage of eFNV correction (rather than FNV with LOCPOTs). + - Dielectric should be aligned with the x,y,z (or a,b,c) of the supercell right? Should check, and note this in the tutorial + - Note that bandfilling corrections are no longer supported, as in most cases they shouldn't be used anyway, and if you have band occupation in your supercell then the energies aren't accurate anyway as it's a resonant/shallow defect, and this is just lowering the energy so it sits near the band edge (leads to false charge state behaviour being a bit more common etc). If the user wants to add bandfilling corrections, they can still doing this by calculating it themselves and adding to the `corrections` attribute. (Link our code in old `pymatgen` for doing this) - Cite https://iopscience.iop.org/article/10.1088/1361-648X/acd3cf for validation of Voronoi tessellation approach for interstitials, but note user can use charge-density based approach if needing to be super-lean for some reason. Can use SMTG wiki stuff for this. @@ -136,7 +137,7 @@ and direct to relevant section on the docs -> Give some general foolproof advice for how best to deal with these cases (i.e. check the ICSD and online for which is actually the groundstate structure, and/or if it's known from other work for your chosen functional etc.) - - Add notes about polaron finding (use SnB or MAGMOMs. Any other advice to add?) + - Add notes about polaron finding (use SnB and/or MAGMOMs. Any other advice to add? See Abdullah/Dan chat and YouTube tutorial, should have note about setting `MAGMOM`s for defects somewhere). `doped` can't do automatically because far too much defect/material-specific dependence. - Show our workflow for calculating interstitials (i.e. `vasp_gam` neutral relaxations first (can point to defects tutorial for this)), and why this is recommended over the charge density method etc. - Add mini-example of calculating the dielectric constant (plus convergence testing with `vaspup2.0`) to docs/examples, and link this when `dielectric` used in parsing examples. - Note about cost of `vasp_ncl` chemical potential calculations for metals, use `ISMEAR = -5`, @@ -156,7 +157,7 @@ Primitive structure can change, as can supercell / supercell matrix (depending on input structure, `generate_supercell` etc), but conventional cell should always be the same (`spglib` convention). - Add examples of extending analysis with `easyunfold` and `py-sc-fermi`, and get the lads to add - this to their docs as example use cases as well. Add our thesis sc-fermi analysis notebooks to tutorials. Also include examples of extending to + this to their docs as example use cases as well. Add our thesis sc-fermi analysis notebooks to tutorials, and example of doing the Kumagai PRX Energy carrier concentration with TLD plots (can use: https://py-sc-fermi.readthedocs.io/en/latest/tutorial.html#plot-defect-concentrations-as-a-function-of-Fermi-energy). Also include examples of extending to non-radiative carrier capture calcs with `CarrierCapture.jl` and `nonrad`. Show example of using `sumo` to get the DOS plot of a defect calc, and why this is useful. - Worth adding a very short example showing how to set `MAGMOM`s for AFM/FM systems (see Dan & Abdullah chat) @@ -175,6 +176,10 @@ - Note that charge states are guessed based on different factors, but these rely on auto-determined oxidation states and can fail in weird cases. As always please consider if these charge states are reasonable for the defects in your system. (i.e. low-symmetry, amphoteric, mixed-valence cases etc!) + - Note cases where we expect default charge states to not be appropriate (e.g. mixed ionic-covalent systems, low-symmetry systems and/or with amphoteric species), often better to test more than necessary to be thorough! (And link Xinwei stuff, Ke F_i +1 (also found with our Se and Alex's Ba2BiO6)) – i.e. + use your f*cking head! + - And particularly when you've calculated your initial set of defect results! E.g. with Sb2Se3, all antisites and interstitials amphoteric, so suggests you should re-check amphotericity for all vacancies + - Note about rare cases where `vasp_gam` pre-relaxation can fail (e.g. Wenzhen's case); extremely disperse bands with small bandgaps, where low k-point sampling can induce a phase transition in the bulk structure. In these cases, using a special k-point is advised for the pre-relaxations. You can get the corresponding k-point for your supercell (given the primitive cell special k-point) using the `get_K_from_k` function from `easyunfold`, with the `doped` `supercell_matrix`. - Show quick example case of the IPR code from `pymatgen-analysis-defects` (or from Adair code? or others?) - Should flick through other defect codes (see https://shakenbreak.readthedocs.io/en/latest/Code_Compatibility.html, also `AiiDA-defects`) and see if diff --git a/Future_ToDo.md b/docs/Future_ToDo.md similarity index 100% rename from Future_ToDo.md rename to docs/Future_ToDo.md diff --git a/docs/conf.py b/docs/conf.py index 07e16fb4..6f7c122f 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -25,7 +25,7 @@ author = 'Seán R. Kavanagh' # The full version, including alpha/beta/rc tags -release = '2.0.5' +release = '2.1.0' # -- General configuration --------------------------------------------------- diff --git a/docs/doped.corrections.rst b/docs/doped.corrections.rst new file mode 100644 index 00000000..39f89bed --- /dev/null +++ b/docs/doped.corrections.rst @@ -0,0 +1,6 @@ +doped.corrections module +================================================= +.. automodule:: doped.corrections + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/doped.utils.legacy_pmg.rst b/docs/doped.utils.legacy_pmg.rst index 45512de0..0c8714c5 100644 --- a/docs/doped.utils.legacy_pmg.rst +++ b/docs/doped.utils.legacy_pmg.rst @@ -4,22 +4,6 @@ doped.utils.legacy\_pmg package Submodules ---------- -doped.utils.legacy\_pmg.corrections module ------------------------------------------- - -.. automodule:: doped.utils.legacy_pmg.corrections - :members: - :undoc-members: - :show-inheritance: - -doped.utils.legacy\_pmg.defect\_compatibility module ----------------------------------------------------- - -.. automodule:: doped.utils.legacy_pmg.defect_compatibility - :members: - :undoc-members: - :show-inheritance: - doped.utils.legacy\_pmg.thermodynamics module --------------------------------------------- diff --git a/docs/doped.utils.rst b/docs/doped.utils.rst index 60a1964f..c2604372 100644 --- a/docs/doped.utils.rst +++ b/docs/doped.utils.rst @@ -12,14 +12,6 @@ Subpackages Submodules ---------- -doped.utils.corrections module ------------------------------- - -.. automodule:: doped.utils.corrections - :members: - :undoc-members: - :show-inheritance: - doped.utils.parsing module -------------------------- diff --git a/docs/index.rst b/docs/index.rst index a225ef96..785f184f 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -103,13 +103,15 @@ package was rewritten to operate using the new ``pymatgen-analysis-defects`` pac Studies using ``doped`` ======================== +- X\. Wang et al. `Physical Review B `_ 2023 +- Y\. Kumagai et al. `PRX Energy `__ 2023 +- S\. M. Liga & S. R. Kavanagh, A. Walsh, D. O. Scanlon, G. Konstantatos `Journal of Physical Chemistry C`_ 2023 - A\. T. J. Nicolson et al. `Journal of Materials Chemistry A `__ 2023 - Y\. W. Woo, Z. Li, Y-K. Jung, J-S. Park, A. Walsh `ACS Energy Letters `__ 2023 - P\. A. Hyde et al. `Inorganic Chemistry `_ 2023 -- J\. Willis, K. B. Spooner, D. O. Scanlon. `ChemRxiv `__ 2023 -- X\. Wang et al. `arXiv`_ 2023 +- J\. Willis, K. B. Spooner, D. O. Scanlon. `Applied Physics Letters `__ 2023 - J\. Cen et al. `Journal of Materials Chemistry A`_ 2023 -- J\. Willis & R. Claes et al. `ChemRxiv `__ 2023 +- J\. Willis & R. Claes et al. `Chem Mater `__ 2023 - I\. Mosquera-Lois & S. R. Kavanagh, A. Walsh, D. O. Scanlon `npj Computational Materials`_ 2023 - Y\. T. Huang & S. R. Kavanagh et al. `Nature Communications`_ 2022 - S\. R. Kavanagh, D. O. Scanlon, A. Walsh, C. Freysoldt `Faraday Discussions`_ 2022 @@ -117,7 +119,7 @@ Studies using ``doped`` - C\. J. Krajewska et al. `Chemical Science`_ 2021 .. CSTX JPCC (for setting up phase diagram calcs) -.. Kumagai PRX Energy +.. Kumagai PRX Energy (for defect generation) .. Se .. Oba book .. BiOI @@ -127,7 +129,7 @@ Studies using ``doped`` .. Kat YTOS .. Squires (and mention benchmark test against AIRSS? See Slack message) -.. _arXiv: https://arxiv.org/abs/2302.04901 +.. _Journal of Physical Chemistry C: https://doi.org/10.1021/acs.jpcc.3c05204 .. _Journal of Materials Chemistry A: https://doi.org/10.1039/D3TA00532A .. _npj Computational Materials: https://www.nature.com/articles/s41524-023-00973-1 .. _Nature Communications: https://www.nature.com/articles/s41467-022-32669-3 diff --git a/doped/VASP_sets/PBEsol_ConvergenceSet.yaml b/doped/VASP_sets/PBEsol_ConvergenceSet.yaml index f3e18ddf..f4e6845e 100644 --- a/doped/VASP_sets/PBEsol_ConvergenceSet.yaml +++ b/doped/VASP_sets/PBEsol_ConvergenceSet.yaml @@ -1,6 +1,6 @@ INCAR: ALGO: "Normal # Change to All if ZHEGV, FEXCP/F or ZBRENT errors encountered" - EDIFF: 1e-06 + EDIFF: 1.0e-06 EDIFFG: -0.01 ENCUT: 350 GGA: PS diff --git a/doped/VASP_sets/RelaxSet.yaml b/doped/VASP_sets/RelaxSet.yaml index 9432119b..54559c70 100644 --- a/doped/VASP_sets/RelaxSet.yaml +++ b/doped/VASP_sets/RelaxSet.yaml @@ -1,7 +1,7 @@ INCAR: '# May want to change NCORE, KPAR, AEXX, ENCUT, IBRION, LREAL, NUPDOWN, ISPIN': 'Typical variable parameters' ALGO: "Normal # Change to All if ZHEGV, FEXCP/F or ZBRENT errors encountered" - EDIFF_PER_ATOM: 2e-07 # capped at a max EDIFF of 1e-4 for large supercells (N(atoms) > 500) + EDIFF_PER_ATOM: 2.0e-07 # capped at a max EDIFF of 1e-4 for large supercells (N(atoms) > 500) EDIFFG: -0.01 ENCUT: 300 GGA: PS # switched to PE (PBE) for hybrid DFT (HSE/PBE0) calculations diff --git a/doped/__init__.py b/doped/__init__.py index 78e7ba1c..54a43e7f 100644 --- a/doped/__init__.py +++ b/doped/__init__.py @@ -49,7 +49,7 @@ def _check_pmg_compatibility(): def _ignore_pmg_warnings(): - # globally ignore these POTCAR warnings + # globally ignore these POTCAR warnings; `message` only needs to match start of message warnings.filterwarnings("ignore", category=UnknownPotcarWarning) warnings.filterwarnings("ignore", category=BadInputSetWarning) warnings.filterwarnings("ignore", message="No POTCAR file with matching TITEL fields") diff --git a/doped/analysis.py b/doped/analysis.py index 77fdc502..1af256be 100644 --- a/doped/analysis.py +++ b/doped/analysis.py @@ -15,18 +15,16 @@ import pandas as pd from monty.json import MontyDecoder from monty.serialization import dumpfn, loadfn -from pymatgen.analysis.structure_matcher import ElementComparator, StructureMatcher +from pymatgen.analysis.defects import core +from pymatgen.analysis.structure_matcher import StructureMatcher +from pymatgen.core.sites import PeriodicSite from pymatgen.ext.matproj import MPRester from pymatgen.io.vasp.inputs import Poscar -from pymatgen.util.string import unicodeify -from shakenbreak.input import _get_voronoi_nodes -from tabulate import tabulate from doped import _ignore_pmg_warnings -from doped.core import DefectEntry, Interstitial, Substitution, Vacancy +from doped.core import DefectEntry from doped.generation import get_defect_name_from_entry from doped.plotting import _format_defect_name -from doped.utils.legacy_pmg.defect_compatibility import DefectCompatibility from doped.utils.legacy_pmg.thermodynamics import DefectPhaseDiagram from doped.utils.parsing import ( _get_output_files_and_check_if_multiple, @@ -123,7 +121,9 @@ def check_and_set_defect_entry_name(defect_entry: DefectEntry, possible_defect_n # KPOINTS/INCAR/POTCAR/POSCAR (size) settings for all defects in the supplied defect_dict # are compatible, if not throw warnings and say what the differences are. Should recommend # using this in the example notebook if a user has parsed the defects individually (rather -# than with the single looping function described below): +# than with the single looping function described below). Also check that the same type of +# correction was used in each case (FNV vs eFNV). If isotropic, shouldn't really matter, but +# worth warning user as best to be consistent, and could give some unexpected behaviour # TODO: Add a function that loops over all the defects in a directory (with `defect_dir = .`, # and `subfolder = vasp_ncl` options) and parses them all (use `SnB` defect-name-matching # function?), returning a dictionary of defect entries, with the defect name as the key. (i.e. @@ -137,6 +137,198 @@ def check_and_set_defect_entry_name(defect_entry: DefectEntry, possible_defect_n # TODO: Automatically pull the magnetisation from the VASP calc to determine the spin multiplicity # (for later integration with `py-sc-fermi`). # TODO: Can we add functions to auto-determine the orientational degeneracy? Any decent tools for this atm? +# Note that new pymatgen Freysoldt correction requires input dielectric to be an array (list not allowed) +# Neither new nor old pymatgen FNV correction can do anisotropic dielectrics (while new sxdefectalign can) + + +def defect_from_structures(bulk_supercell, defect_supercell, return_all_info=False): + """ + Auto-determines the defect type and defect site from the supplied bulk and + defect structures, and returns a corresponding `Defect` object. + + If `return_all_info` is set to true, then also returns: + - _relaxed_ defect site in the defect supercell + - the defect site in the bulk supercell + - defect site index in the defect supercell + - bulk site index (index of defect site in bulk supercell) + - guessed initial defect structure (before relaxation) + - 'unrelaxed defect structure' (also before relaxation, but with interstitials at their + final _relaxed_ positions, and all bulk atoms at their unrelaxed positions). + + Args: + bulk_supercell (Structure): + Bulk supercell structure. + defect_supercell (Structure): + Defect structure to use for identifying the defect site and type. + return_all_info (bool): + If True, returns additional python objects related to the + site-matching, listed above. (Default = False) + + Returns: + defect (Defect): + doped Defect object. + If `return_all_info` is True, then also: + defect_site (Site): + pymatgen Site object of the _relaxed_ defect site in the defect supercell. + defect_site_in_bulk (Site): + pymatgen Site object of the defect site in the bulk supercell + (i.e. unrelaxed vacancy/substitution site, or final _relaxed_ interstitial + site for interstitials). + defect_site_index (int): + index of defect site in defect supercell (None for vacancies) + bulk_site_index (int): + index of defect site in bulk supercell (None for interstitials) + guessed_initial_defect_structure (Structure): + pymatgen Structure object of the guessed initial defect structure. + unrelaxed_defect_structure (Structure): + pymatgen Structure object of the unrelaxed defect structure. + """ + try: + def_type, comp_diff = get_defect_type_and_composition_diff(bulk_supercell, defect_supercell) + except RuntimeError as exc: + raise ValueError( + "Could not identify defect type from number of sites in structure: " + f"{len(bulk_supercell)} in bulk vs. {len(defect_supercell)} in defect?" + ) from exc + + # Try automatic defect site detection - this gives us the "unrelaxed" defect structure + try: + ( + bulk_site_idx, + defect_site_idx, + unrelaxed_defect_structure, + ) = get_defect_site_idxs_and_unrelaxed_structure( + bulk_supercell, defect_supercell, def_type, comp_diff + ) + + except RuntimeError as exc: + raise RuntimeError( + f"Could not identify {def_type} defect site in defect structure. Try supplying the initial " + f"defect structure to DefectParser.from_paths()." + ) from exc + + if def_type == "vacancy": + defect_site_in_bulk = defect_site = bulk_supercell[bulk_site_idx] + elif def_type == "substitution": + defect_site = defect_supercell[defect_site_idx] + site_in_bulk = bulk_supercell[bulk_site_idx] # this is with orig (substituted) element + defect_site_in_bulk = PeriodicSite( + defect_site.species, site_in_bulk.frac_coords, site_in_bulk.lattice + ) + else: + defect_site_in_bulk = defect_site = defect_supercell[defect_site_idx] + + if unrelaxed_defect_structure: + if def_type == "interstitial": + # get closest Voronoi site in bulk supercell to final interstitial site as this is likely + # the _initial_ interstitial site + try: + struc_and_node_dict = loadfn("./bulk_voronoi_nodes.json") + if not StructureMatcher( + stol=0.05, + primitive_cell=False, + scale=False, + attempt_supercell=False, + allow_subset=False, + ).fit(struc_and_node_dict["bulk_supercell"], bulk_supercell): + warnings.warn( + "Previous bulk_voronoi_nodes.json detected, but does not match current bulk " + "supercell. Recalculating Voronoi nodes." + ) + raise FileNotFoundError + + voronoi_frac_coords = struc_and_node_dict["Voronoi nodes"] + + except FileNotFoundError: # first time parsing + from shakenbreak.input import _get_voronoi_nodes + + voronoi_frac_coords = [site.frac_coords for site in _get_voronoi_nodes(bulk_supercell)] + struc_and_node_dict = { + "bulk_supercell": bulk_supercell, + "Voronoi nodes": voronoi_frac_coords, + } + dumpfn(struc_and_node_dict, "./bulk_voronoi_nodes.json") # for efficient + # parsing of multiple defects at once + print( + "Saving parsed Voronoi sites (for interstitial site-matching) to " + "bulk_voronoi_sites.json to speed up future parsing." + ) + + closest_node_frac_coords = min( + voronoi_frac_coords, + key=lambda node: defect_site.distance_and_image_from_frac_coords(node)[0], + ) + guessed_initial_defect_structure = unrelaxed_defect_structure.copy() + int_site = guessed_initial_defect_structure[defect_site_idx] + guessed_initial_defect_structure.remove_sites([defect_site_idx]) + guessed_initial_defect_structure.insert( + defect_site_idx, # Place defect at same position as in DFT calculation + int_site.species_string, + closest_node_frac_coords, + coords_are_cartesian=False, + validate_proximity=True, + ) + guessed_initial_defect_structure[defect_site_idx] + + else: + guessed_initial_defect_structure = unrelaxed_defect_structure.copy() + + # ensure unrelaxed_defect_structure ordered to match defect_structure: + unrelaxed_defect_structure = reorder_s1_like_s2(unrelaxed_defect_structure, defect_supercell) + + else: + warnings.warn( + "Cannot determine the unrelaxed `initial_defect_structure`. Please ensure the " + "`initial_defect_structure` is indeed unrelaxed." + ) + + for_monty_defect = { # initialise doped Defect object, needs to use defect site in bulk (which for + # substitutions differs from defect_site) + "@module": "doped.core", + "@class": def_type.capitalize(), + "structure": bulk_supercell, + "site": defect_site_in_bulk, + } # note that we now define the Defect in the bulk supercell, rather than the primitive structure + # as done during generation. Future work could try mapping the relaxed defect site back to the + # primitive cell, however interstitials will be very tricky for this... + defect = MontyDecoder().process_decoded(for_monty_defect) + + if not return_all_info: + return defect + + return ( + defect, + defect_site, + defect_site_in_bulk, + defect_site_idx, + bulk_site_idx, + guessed_initial_defect_structure, + unrelaxed_defect_structure, + ) + + +def defect_name_from_structures(bulk_structure, defect_structure): + # TODO: Test this using DefectsGenerator outputs + """ + Get the doped/SnB defect name using the bulk and defect structures. + + Args: + bulk_structure (Structure): + Bulk (pristine) structure. + defect_structure (Structure): + Defect structure. + + Returns: + str: Defect name. + """ + from doped.generation import get_defect_name_from_defect + + defect = defect_from_structures(bulk_structure, defect_structure) + + # note that if the symm_op approach fails for any reason here, the defect-supercell expansion + # approach will only be valid if the defect structure is a diagonal expansion of the primitive... + + return get_defect_name_from_defect(defect) def defect_entry_from_paths( @@ -181,7 +373,9 @@ def defect_entry_from_paths( calculation, you should use this tag to point to a bulk bandstructure calculation instead. If None, will use self.defect_entry.calculation_metadata["bulk_path"]. - **kwargs: Additional keyword arguments to pass to `DefectParser()`. + **kwargs: + Additional keyword arguments to pass to `DefectParser()` (such as + `error_tolerance`). See `DefectParser()` docstring for more details. Return: Parsed `DefectEntry` object. @@ -198,9 +392,12 @@ def defect_entry_from_paths( # add bulk simple properties bulk_vr_path, multiple = _get_output_files_and_check_if_multiple("vasprun.xml", bulk_path) if multiple: - warnings.warn( - f"Multiple `vasprun.xml` files found in bulk directory: {bulk_path}. Using " - f"{bulk_vr_path} to parse the calculation energy and metadata." + _multiple_files_warning( + "vasprun.xml", + bulk_path, + bulk_vr_path, + "parse the calculation energy and metadata.", + dir_type="bulk", ) bulk_vr = get_vasprun(bulk_vr_path) bulk_supercell = bulk_vr.final_structure.copy() @@ -211,9 +408,12 @@ def defect_entry_from_paths( multiple, ) = _get_output_files_and_check_if_multiple("vasprun.xml", defect_path) if multiple: - warnings.warn( - f"Multiple `vasprun.xml` files found in defect directory: {defect_path}. Using" - f" {defect_vr_path} to parse the calculation energy and metadata." + _multiple_files_warning( + "vasprun.xml", + defect_path, + defect_vr_path, + "parse the calculation energy and metadata.", + dir_type="defect", ) defect_vr = get_vasprun(defect_vr_path) @@ -225,11 +425,13 @@ def defect_entry_from_paths( else: potcar_symbols = [titel.split()[1] for titel in defect_vr.potcar_symbols] potcar_settings = {symbol.split("_")[0]: symbol for symbol in potcar_symbols} - neutral_defect_dict_set = DefectDictSet( - defect_vr.structures[-1], - charge_state=0, - user_potcar_settings=potcar_settings, - ) + with warnings.catch_warnings(): # ignore POTCAR warnings if not available + warnings.simplefilter("ignore", UserWarning) + neutral_defect_dict_set = DefectDictSet( + defect_vr.structures[-1], + charge_state=0, + user_potcar_settings=potcar_settings, + ) try: auto_charge = -1 * (defect_nelect - neutral_defect_dict_set.nelect) @@ -256,9 +458,8 @@ def defect_entry_from_paths( and abs(auto_charge) < 5 ): warnings.warn( - f"Auto-determined defect charge q={int(auto_charge):+} does not match " - f"specified charge q={int(charge_state):+}. Will continue with specified " - f"charge_state, but beware!" + f"Auto-determined defect charge q={int(auto_charge):+} does not match specified charge " + f"q={int(charge_state):+}. Will continue with specified charge_state, but beware!" ) elif charge_state is None and auto_charge is not None: charge_state = auto_charge @@ -278,143 +479,66 @@ def defect_entry_from_paths( calculation_metadata["defect_structure"] = defect_structure # identify defect site, structural information, and create defect object: - # Can specify initial defect structure (to help find the defect site if - # multiple relaxations were required, else use from defect relaxation OUTCAR): - if initial_defect_structure: - defect_structure_for_ID = Poscar.from_file(initial_defect_structure).structure.copy() - else: - defect_structure_for_ID = defect_structure.copy() - try: - def_type, comp_diff = get_defect_type_and_composition_diff(bulk_supercell, defect_structure_for_ID) - except RuntimeError as exc: - raise ValueError( - "Could not identify defect type from number of sites in structure: " - f"{len(bulk_supercell)} in bulk vs. {len(defect_structure_for_ID)} in defect?" - ) from exc - - # Try automatic defect site detection - this gives us the "unrelaxed" defect structure + # Can specify initial defect structure (to help find the defect site if we have a very very + # distorted final structure), but regardless try using the final structure (from defect OUTCAR) first: try: ( - bulk_site_idx, - defect_site_idx, + defect, + defect_site, # _relaxed_ defect site in supercell (if substitution/interstitial) + defect_site_in_bulk, # bulk site for vacancies/substitutions, relaxed defect site + # w/interstitials + defect_site_index, + bulk_site_index, + guessed_initial_defect_structure, unrelaxed_defect_structure, - ) = get_defect_site_idxs_and_unrelaxed_structure( - bulk_supercell, defect_structure_for_ID, def_type, comp_diff - ) - - except RuntimeError as exc: - raise RuntimeError( - f"Could not identify {def_type} defect site in defect structure. Try supplying the initial " - f"defect structure to DefectParser.from_paths()." - ) from exc - - if def_type == "vacancy": - defect_site = guessed_initial_defect_site = bulk_supercell[bulk_site_idx] - else: - defect_site = defect_structure_for_ID[defect_site_idx] - guessed_initial_defect_site = unrelaxed_defect_structure[defect_site_idx] - - if unrelaxed_defect_structure: - if def_type == "interstitial": - # get closest Voronoi site in bulk supercell to final interstitial site as this is - # likely to be the _initial_ interstitial site - try: - struc_and_node_dict = loadfn("./bulk_voronoi_nodes.json") - if not StructureMatcher( - stol=0.05, - primitive_cell=False, - scale=False, - attempt_supercell=False, - allow_subset=False, - ).fit(struc_and_node_dict["bulk_supercell"], bulk_supercell): - warnings.warn( - "Previous bulk_voronoi_nodes.json detected, but does not " - "match current bulk supercell. Recalculating Voronoi nodes." - ) - raise FileNotFoundError - - voronoi_frac_coords = struc_and_node_dict["Voronoi nodes"] - - except FileNotFoundError: # first time parsing - voronoi_frac_coords = [site.frac_coords for site in _get_voronoi_nodes(bulk_supercell)] - struc_and_node_dict = { - "bulk_supercell": bulk_supercell, - "Voronoi nodes": voronoi_frac_coords, - } - dumpfn(struc_and_node_dict, "./bulk_voronoi_nodes.json") # for efficient - # parsing of multiple defects at once - print( - "Saving parsed Voronoi sites (for interstitial site-matching) to " - "bulk_voronoi_sites.json to speed up future parsing." - ) - - closest_node_frac_coords = min( - voronoi_frac_coords, - key=lambda node: defect_site.distance_and_image_from_frac_coords(node)[0], - ) - guessed_initial_defect_structure = unrelaxed_defect_structure.copy() - int_site = guessed_initial_defect_structure[defect_site_idx] - guessed_initial_defect_structure.remove_sites([defect_site_idx]) - guessed_initial_defect_structure.insert( - defect_site_idx, # Place defect at same position as in DFT calculation - int_site.species_string, - closest_node_frac_coords, - coords_are_cartesian=False, - validate_proximity=True, - ) - guessed_initial_defect_site = guessed_initial_defect_structure[defect_site_idx] + ) = defect_from_structures(bulk_supercell, defect_structure.copy(), return_all_info=True) + + except RuntimeError: + if initial_defect_structure: + defect_structure_for_ID = Poscar.from_file(initial_defect_structure).structure.copy() + ( + defect, + defect_site_in_initial_struct, + defect_site_in_bulk, # bulk site for vacancies/substitutions, relaxed defect site + # w/interstitials + defect_site_index, # in this initial_defect_structure + bulk_site_index, + guessed_initial_defect_structure, + unrelaxed_defect_structure, + ) = defect_from_structures(bulk_supercell, defect_structure_for_ID, return_all_info=True) + + # then try get defect_site in final structure: + # need to check that this is the correct defect site, and hasn't been reordered/changed + # compared to the initial_defect_structure used here, check same element and distance + # reasonable: + defect_site = defect_site_in_initial_struct + + if defect.defect_type != core.DefectType.Vacancy: + final_defect_site = defect_structure[defect_site_index] + if ( + defect_site_in_initial_struct.species.elements[0].symbol + == final_defect_site.species.elements[0].symbol + ) and final_defect_site.distance(defect_site_in_initial_struct) < 2: + defect_site = final_defect_site + + if defect.defect_type == core.DefectType.Interstitial: + pass else: - guessed_initial_defect_structure = unrelaxed_defect_structure.copy() + raise - # ensure unrelaxed_defect_structure ordered to match defect_structure, for appropriate charge - # correction mapping - unrelaxed_defect_structure = reorder_s1_like_s2( - unrelaxed_defect_structure, defect_structure_for_ID - ) - calculation_metadata["guessed_initial_defect_structure"] = guessed_initial_defect_structure - calculation_metadata["unrelaxed_defect_structure"] = unrelaxed_defect_structure - else: - warnings.warn( - "Cannot determine the unrelaxed `initial_defect_structure`. Please ensure the " - "`initial_defect_structure` is indeed unrelaxed." - ) - - for_monty_defect = { # initialise doped Defect object - "@module": "doped.core", - "@class": def_type.capitalize(), - "structure": bulk_supercell, - "site": guessed_initial_defect_site, - } # note that we now define the Defect in the bulk supercell, rather than the primitive structure - # as done during generation. Future work could try mapping the relaxed defect site back to the - # primitive cell, however interstitials will be tricky for this... - defect = MontyDecoder().process_decoded(for_monty_defect) - - if unrelaxed_defect_structure: - # only do StructureMatcher test if unrelaxed structure exists - test_defect_structure = defect.get_supercell_structure( - min_atoms=len(bulk_supercell), max_atoms=len(bulk_supercell) - ) - if not StructureMatcher( - stol=0.05, - comparator=ElementComparator(), - ).fit(test_defect_structure, guessed_initial_defect_structure): - warnings.warn( - f"Possible error in defect object matching. Determined defect: {defect.name} for defect " - f"at {defect_path} in bulk at {bulk_path} but unrelaxed structure (1st below) does not " - f"match defect.get_supercell_structure() (2nd below):" - f"\n{guessed_initial_defect_structure}\n{test_defect_structure}" - ) + calculation_metadata["guessed_initial_defect_structure"] = guessed_initial_defect_structure + calculation_metadata["unrelaxed_defect_structure"] = unrelaxed_defect_structure defect_entry = DefectEntry( # pmg attributes: - defect=defect, + defect=defect, # this corresponds to _unrelaxed_ defect charge_state=charge_state, sc_entry=defect_vr.get_computed_entry(), - sc_defect_frac_coords=defect_site.frac_coords, + sc_defect_frac_coords=defect_site.frac_coords, # _relaxed_ defect site bulk_entry=bulk_vr.get_computed_entry(), # doped attributes: - defect_supercell_site=defect_site, + defect_supercell_site=defect_site, # _relaxed_ defect site defect_supercell=defect_vr.final_structure, bulk_supercell=bulk_vr.final_structure, calculation_metadata=calculation_metadata, @@ -431,7 +555,7 @@ def defect_entry_from_paths( defect_entry, defect_vr=defect_vr, bulk_vr=bulk_vr, - **kwargs, # in case user wants to specify `DefectCompatibility()` + **kwargs, ) if return_dp: return dp @@ -455,7 +579,9 @@ def _convert_anisotropic_dielectric_to_isotropic_harmonic_mean( # check if dielectric (3x3 matrix) has diagonal elements that differ by more than 20% isotropic_dielectric = all(np.isclose(i, dielectric[0, 0], rtol=0.2) for i in np.diag(dielectric)) - # regardless, try parsing OUTCAR files first (quickest) + # regardless, try parsing OUTCAR files first (quickest, more robust for cases where defect + # charge is localised somewhat off the (auto-determined) defect site (e.g. split-interstitials + # etc) and also works regardless of isotropic/anisotropic) if _check_folder_for_file_match(defect_path, "OUTCAR") and _check_folder_for_file_match( bulk_path, "OUTCAR" ): @@ -561,8 +687,7 @@ def _convert_anisotropic_dielectric_to_isotropic_harmonic_mean( skip_corrections = True if not skip_corrections: - # Check compatibility of defect corrections with loaded metadata, and apply - dp.run_compatibility() + dp.apply_corrections() # check that charge corrections are not negative summed_corrections = sum( @@ -570,14 +695,25 @@ def _convert_anisotropic_dielectric_to_isotropic_harmonic_mean( for key, val in dp.defect_entry.corrections.items() if any(i in key.lower() for i in ["freysoldt", "kumagai", "fnv", "charge"]) ) - if summed_corrections < 0: - warnings.warn( - f"The calculated finite-size charge corrections for defect at {defect_path} and bulk " - f"at {bulk_path} sum to a negative value of {summed_corrections:.3f}. This is likely " - f"due to some error or mismatch in the defect and bulk calculations, as the defect " - f"charge correction energy should (almost always) be positive. Please double-check " - f"your calculations and parsed results!" + if summed_corrections < -0.05: + # usually unphysical for _isotropic_ dielectrics (suggests over-delocalised charge, + # affecting the potential alignment) + # how anisotropic is the dielectric? + how_aniso = np.diag( + (dielectric - np.mean(np.diag(dielectric))) / np.mean(np.diag(dielectric)) ) + if np.allclose(how_aniso, 0, atol=0.05): + warnings.warn( + f"The calculated finite-size charge corrections for defect at {defect_path} and " + f"bulk at {bulk_path} sum to a _negative_ value of {summed_corrections:.3f}. For " + f"relatively isotropic dielectrics (as is the case here) this is usually " + f"unphyical, and can indicate 'false charge state' behaviour (with the supercell " + f"charge occupying the band edge states and not localised at the defect), " + f"affecting the potential alignment, or some error/mismatch in the defect and " + f"bulk calculations. If this defect species is not stable in the formation " + f"energy diagram then this warning can usually be ignored, but if it is, " + f"you should double-check your calculations and parsed results!" + ) return dp.defect_entry @@ -682,118 +818,161 @@ def dpd_transition_levels(defect_phase_diagram: DefectPhaseDiagram): def formation_energy_table( defect_phase_diagram: DefectPhaseDiagram, - chempot_limits: Optional[Dict] = None, + chempots: Optional[Dict] = None, + elt_refs: Optional[Dict] = None, facets: Optional[List] = None, fermi_level: float = 0, - hide_cols: Optional[List] = None, - show_key: bool = True, ): """ - Prints defect formation energy tables for either a single chemical potential limit (i.e. phase - diagram facet) or each facet in the phase diagram (chempot_limits dict), depending on the - chempot_limits input supplied. This can either be a dictionary of chosen absolute/DFT chemical - potentials: {Elt: Energy} (giving a single formation energy table) or a dictionary including - the key-value pair: {"facets": [{'facet': [chempot_dict]}]}, following the format generated - by chempot_limits = cpa.read_phase_diagram_and_chempots() (see example notebooks). In the - latter case, a subset of facet(s) / chemical potential limit(s) can be chosen with the - facets argument, or if not specified, will print formation energy tables for each facet in - the phase diagram. - Returns the results a pandas DataFrame or list of DataFrames. + Generates defect formation energy tables (DataFrames) for either a + single chemical potential limit (i.e. phase diagram facet) or each + facet in the phase diagram (chempots dict), depending on the chempots + input supplied. This can either be a dictionary of chosen absolute/DFT + chemical potentials: {Elt: Energy} (giving a single formation energy + table) or a dictionary including the key-value pair: {"facets": + [{'facet': [chempot_dict]}]}, following the doped format. In the + latter case, a subset of facet(s) / chemical potential limit(s) + can be chosen with the facets argument, or if not specified, will + print formation energy tables for each facet in the phase diagram. + + Returns the results as a pandas DataFrame or list of DataFrames. + + Table Key: (all energies in eV) + 'Defect' -> Defect name + 'q' -> Defect charge state. + 'ΔEʳᵃʷ' -> Raw DFT energy difference between defect and host supercell (E_defect - E_host). + 'qE_VBM' -> Defect charge times the VBM eigenvalue (to reference the Fermi level to the VBM) + 'qE_F' -> Defect charge times the Fermi level (referenced to the VBM if qE_VBM is not 0 + (if "vbm" in DefectEntry.calculation_metadata) + 'Σμ_ref' -> Sum of reference energies of the elemental phases in the chemical potentials sum. + 'Σμ_formal' -> Sum of _formal_ atomic chemical potential terms (Σμ_DFT = Σμ_ref + Σμ_formal). + 'E_corr' -> Finite-size supercell charge correction. + 'ΔEᶠᵒʳᵐ' -> Defect formation energy, with the specified chemical potentials and Fermi level. + Equals the sum of all other terms. Args: defect_phase_diagram (DefectPhaseDiagram): - DefectPhaseDiagram object (likely created from - analysis.dpd_from_defect_dict) - chempot_limits (dict): - This can either be a dictionary of chosen absolute/DFT chemical potentials: {Elt: - Energy} (giving a single formation energy table) or a dictionary including the - key-value pair: {"facets": [{'facet': [chempot_dict]}]}, following the format generated - by chempot_limits = cpa.read_phase_diagram_and_chempots() (see example notebooks). If - not specified, chemical potentials are not included in the formation energy calculation - (all set to zero energy). - facets (list): - A list facet(s) / chemical potential limit(s) for which to print the defect formation - energy tables. If not specified, will print formation energy tables for each facet in - the phase diagram. (default: None) + DefectPhaseDiagram for which to plot defect formation energies + (typically created from analysis.dpd_from_defect_dict). + chempots (dict): + Dictionary of chemical potentials to use for calculating the defect + formation energies. This can have the form of + {"facets": [{'facet': [chempot_dict]}]} (the format generated by + doped's chemical potential parsing functions (see tutorials)) and + facet(s) (chemical potential limit(s)) to tabulate can be chosen using + `facets`, or a dictionary of **DFT**/absolute chemical potentials + (not formal chemical potentials!), in the format: + {element symbol: chemical potential} - if manually specifying + chemical potentials this way, you can set the elt_refs option with + the DFT reference energies of the elemental phases in order to show + the formal (relative) chemical potentials as well. + (Default: None) + facets (list, str): + A string or list of facet(s) (chemical potential limit(s)) for which + to tabulate the defect formation energies, corresponding to 'facet' in + {"facets": [{'facet': [chempot_dict]}]} (the format generated by + doped's chemical potential parsing functions (see tutorials)). If + not specified, will tabulate for each facet in `chempots`. (Default: None) + elt_refs (dict): + Dictionary of elemental reference energies for the chemical potentials + in the format: + {element symbol: reference energy} (to determine the formal chemical + potentials, when chempots has been manually specified as + {element symbol: chemical potential}). Unnecessary if chempots is + provided in format generated by doped (see tutorials). + (Default: None) fermi_level (float): - Fermi level to use for computing the defect formation energies. (default: 0 (i.e. - at the VBM)) - hide_cols: (list): - List of columns to hide from the output. (default: None) - show_key (bool): - Whether or not to print the table key at the bottom of the output. (default: True) + Value corresponding to the electron chemical potential. If "vbm" is + supplied in DefectEntry.calculation_metadata, then fermi_level is + referenced to the VBM. If "vbm" is NOT supplied in calculation_metadata, + then fermi_level is referenced to the calculation's absolute DFT + potential (and should include the vbm value provided by a band structure + calculation). Default = 0 (i.e. at the VBM) Returns: pandas DataFrame or list of DataFrames """ - if chempot_limits is None: - chempot_limits = {} + if chempots is None: + chempots = {} - if "facets" in chempot_limits: + if "facets_wrt_elt_refs" in chempots: list_of_dfs = [] if facets is None: - facets = chempot_limits["facets"].keys() # Phase diagram facets to use for chemical + facets = chempots["facets"].keys() # Phase diagram facets to use for chemical # potentials, to tabulate formation energies for facet in facets: - bold_print("Facet: " + unicodeify(facet)) - single_formation_energy_df = single_formation_energy_table( + single_formation_energy_df = _single_formation_energy_table( defect_phase_diagram, - chempot_limits=chempot_limits["facets"][facet], + chempots=chempots["facets_wrt_elt_refs"][facet], + elt_refs=chempots["elemental_refs"], fermi_level=fermi_level, - hide_cols=hide_cols, - show_key=show_key, ) list_of_dfs.append(single_formation_energy_df) - print("\n") - return list_of_dfs + return list_of_dfs[0] if len(list_of_dfs) == 1 else list_of_dfs # else return {Elt: Energy} dict for chempot_limits, or if unspecified, all zero energy - single_formation_energy_df = single_formation_energy_table( + single_formation_energy_df = _single_formation_energy_table( defect_phase_diagram, - chempot_limits=chempot_limits, + chempots=chempots, + elt_refs={elt: 0 for elt in chempots} if elt_refs is None else elt_refs, fermi_level=fermi_level, - hide_cols=hide_cols, - show_key=show_key, ) return single_formation_energy_df -def single_formation_energy_table( +def _single_formation_energy_table( defect_phase_diagram: DefectPhaseDiagram, - chempot_limits: Optional[Dict] = None, + chempots: Dict, + elt_refs: Dict, fermi_level: float = 0, - hide_cols: Optional[List] = None, - show_key: bool = True, ): """ Prints a defect formation energy table for a single chemical potential limit (i.e. phase diagram facet), and returns the results as a pandas DataFrame. + Table Key: (all energies in eV) + 'Defect' -> Defect name + 'q' -> Defect charge state. + 'ΔEʳᵃʷ' -> Raw DFT energy difference between defect and host supercell (E_defect - E_host). + 'qE_VBM' -> Defect charge times the VBM eigenvalue (to reference the Fermi level to the VBM) + 'qE_F' -> Defect charge times the Fermi level (referenced to the VBM if qE_VBM is not 0 + (if "vbm" in DefectEntry.calculation_metadata) + 'Σμ_ref' -> Sum of reference energies of the elemental phases in the chemical potentials sum. + 'Σμ_formal' -> Sum of _formal_ atomic chemical potential terms (Σμ_DFT = Σμ_ref + Σμ_formal). + 'E_corr' -> Finite-size supercell charge correction. + 'ΔEᶠᵒʳᵐ' -> Defect formation energy, with the specified chemical potentials and Fermi level. + Equals the sum of all other terms. + Args: defect_phase_diagram (DefectPhaseDiagram): - DefectPhaseDiagram object (likely created from - analysis.dpd_from_defect_dict) - chempot_limits (dict): - Dictionary of chosen absolute/DFT chemical potentials: {Elt: Energy}. If not - specified, chemical potentials are not included in the formation energy calculation - (all set to zero energy). + DefectPhaseDiagram for which to plot defect formation energies + (typically created from analysis.dpd_from_defect_dict). + chempots (dict): + Dictionary of chosen absolute/DFT chemical potentials: {Elt: Energy}. + If not specified, chemical potentials are not included in the + formation energy calculation (all set to zero energy). + elt_refs (dict): + Dictionary of elemental reference energies for the chemical potentials + in the format: + {element symbol: reference energy} (to determine the formal chemical + potentials, when chempots has been manually specified as + {element symbol: chemical potential}). Unnecessary if chempots is + provided in format generated by doped (see tutorials). + (Default: None) fermi_level (float): - Fermi level to use for computing the defect formation energies. (default: 0 (i.e. - at the VBM)) - hide_cols: (list): - List of columns to hide from the output. (default: None) - show_key (bool): - Whether or not to print the table key at the bottom of the output. (default: True) + Value corresponding to the electron chemical potential. If "vbm" is + supplied in DefectEntry.calculation_metadata, then fermi_level is + referenced to the VBM. If "vbm" is NOT supplied in calculation_metadata, + then fermi_level is referenced to the calculation's absolute DFT + potential (and should include the vbm value provided by a band structure + calculation). Default = 0 (i.e. at the VBM) Returns: pandas DataFrame sorted by formation energy """ - header = ["Defect", "q", "Path"] table = [] - if hide_cols is None: - hide_cols = [] defect_entries = defect_phase_diagram.entries # sort by defect name, then charge state (most positive to most negative), then energy: @@ -804,180 +983,57 @@ def single_formation_energy_table( row = [ defect_entry.name, defect_entry.charge_state, - defect_entry.calculation_metadata.get("defect_path", "N/A"), ] - if "ΔEʳᵃʷ" not in hide_cols: - header += ["ΔEʳᵃʷ"] - row += [ - f"{defect_entry.get_ediff() - sum(defect_entry.corrections.values()):.2f} eV" - ] # With 0 chemical potentials, at the calculation fermi level - if "E_corr" not in hide_cols: - header += ["E_corr"] - row += [f"{sum(defect_entry.corrections.values()):.2f} eV"] - if "Σμ" not in hide_cols: - header += ["Σμ"] - row += [f"{defect_phase_diagram._get_chempot_term(defect_entry, chempot_limits):.2f} eV"] - header += ["ΔEᶠᵒʳᵐ"] + row += [defect_entry.get_ediff() - sum(defect_entry.corrections.values())] + if "vbm" in defect_entry.calculation_metadata: + row += [defect_entry.charge_state * defect_entry.calculation_metadata["vbm"]] + else: + row += [0] + row += [defect_entry.charge_state * fermi_level] + row += [defect_phase_diagram._get_chempot_term(defect_entry, elt_refs)] + row += [defect_phase_diagram._get_chempot_term(defect_entry, chempots)] + row += [sum(defect_entry.corrections.values())] + dft_chempots = {elt: energy + elt_refs[elt] for elt, energy in chempots.items()} formation_energy = defect_phase_diagram._formation_energy( - defect_entry, chemical_potentials=chempot_limits, fermi_level=fermi_level + defect_entry, chemical_potentials=dft_chempots, fermi_level=fermi_level ) - row += [f"{formation_energy:.2f} eV"] + row += [formation_energy] + row += [defect_entry.calculation_metadata.get("defect_path", "N/A")] table.append(row) - print( - tabulate( - table, - headers=header, - tablefmt="fancy_grid", - stralign="left", - numalign="left", - ), - "\n", - ) - - if show_key: - bold_print("Table Key:") - print( - """'Defect' -> Defect type and multiplicity. -'q' -> Defect charge state. -'ΔEʳᵃʷ' -> Energy difference between defect and host supercell (E_defect - E_host). -(chemical potentials set to 0 and the fermi level at average electrostatic potential in the supercell). -'E_corr' -> Defect energy correction. -'Σμ' -> Sum of chemical potential terms in the formation energy equation. -'ΔEᶠᵒʳᵐ' -> Final defect formation energy, with the specified chemical potentials ( -chempot_limits)(default: all 0) and the chosen fermi_level (default: 0)(i.e. at the VBM). - """ - ) - - return pd.DataFrame( + formation_energy_df = pd.DataFrame( table, columns=[ "Defect", "q", - "Path", "ΔEʳᵃʷ", + "qE_VBM", + "qE_F", + "Σμ_ref", + "Σμ_formal", "E_corr", - "Σμ", "ΔEᶠᵒʳᵐ", + "Path", ], ) - -# def lany_zunger_corrected_defect_dict_from_freysoldt(defect_dict: dict): -# """ -# Convert input parsed defect dictionary (presumably created using -# DefectParser) with Freysoldt charge corrections to the same parsed -# defect dictionary but with the Lany-Zunger charge correction (same potential -# alignment plus 0.65 * Makov-Payne image charge correction (same image charge correction as -# Freysoldt scheme)). -# -# Args: -# defect_dict (dict): -# Dictionary of parsed defect calculations (presumably created -# using DefectParser (see tutorials) -# Must have 'freysoldt_meta' in defect.calculation_metadata for each charged defect (from -# DefectParser.freysoldt_loader()) -# -# Returns: -# Parsed defect dictionary with Lany-Zunger charge corrections. -# """ -# from doped.utils.corrections import get_murphy_image_charge_correction -# -# random_defect_entry = list(defect_dict.values())[0] # Just need any DefectEntry from -# # defect_dict to get the lattice and dielectric matrix -# lattice = random_defect_entry.bulk_structure.lattice.matrix -# dielectric = random_defect_entry.calculation_metadata["dielectric"] -# lz_image_charge_corrections = get_murphy_image_charge_correction(lattice, dielectric) -# lz_corrected_defect_dict = copy.deepcopy(defect_dict) -# for defect_name, defect_entry in lz_corrected_defect_dict.items(): -# if defect_entry.charge_state != 0: -# potalign = defect_entry.calculation_metadata["freysoldt_meta"][ -# "freysoldt_potential_alignment_correction" -# ] -# mp_pc_corr = lz_image_charge_corrections[abs(defect_entry.charge_state)] # Makov-Payne PC -# correction -# defect_entry.calculation_metadata.update( -# { -# "Lany-Zunger_Corrections": { -# "(Freysoldt)_Potential_Alignment_Correction": potalign, -# "Makov-Payne_Image_Charge_Correction": mp_pc_corr, -# "Lany-Zunger_Scaled_Image_Charge_Correction": 0.65 * mp_pc_corr, -# "Total_Lany-Zunger_Correction": potalign + 0.65 * mp_pc_corr, -# } -# } -# ) -# defect_entry.corrections["charge_correction"] = defect_entry.calculation_metadata[ -# "Lany-Zunger_Corrections" -# ]["Total_Lany-Zunger_Correction"] -# -# lz_corrected_defect_dict.update({defect_name: defect_entry}) -# return lz_corrected_defect_dict -# -# -# def lany_zunger_corrected_defect_dict_from_kumagai(defect_dict: dict): -# """ -# Convert input parsed defect dictionary (presumably created using -# DefectParser) with Kumagai charge corrections to the same parsed -# defect dictionary but with the 'Lany-Zunger' charge correction -# (same potential alignment plus 0.65 * image charge correction. -# -# Args: -# defect_dict (dict): -# Dictionary of parsed defect calculations (presumably created -# using DefectParser (see tutorials) -# Must have 'kumagai_meta' in defect.calculation_metadata for -# each charged defect (from DefectParser.kumagai_loader()) -# -# Returns: -# Parsed defect dictionary with Lany-Zunger charge corrections. -# """ -# from doped.utils.corrections import get_murphy_image_charge_correction -# -# random_defect_entry = list(defect_dict.values())[0] # Just need any DefectEntry from -# # defect_dict to get the lattice and dielectric matrix -# lattice = random_defect_entry.bulk_structure.lattice.matrix -# dielectric = random_defect_entry.calculation_metadata["dielectric"] -# lz_image_charge_corrections = get_murphy_image_charge_correction(lattice, dielectric) -# lz_corrected_defect_dict = copy.deepcopy(defect_dict) -# for defect_name, defect_entry in lz_corrected_defect_dict.items(): -# if defect_entry.charge_state != 0: -# potalign = defect_entry.calculation_metadata["kumagai_meta"][ -# "kumagai_potential_alignment_correction"] -# makove_payne_pc_correction = lz_image_charge_corrections[abs(defect_entry.charge_state)] -# defect_entry.calculation_metadata.update( -# { -# "Lany-Zunger_Corrections": { -# "(Kumagai)_Potential_Alignment_Correction": potalign, -# "Makov-Payne_Image_Charge_Correction": makove_payne_pc_correction, -# "Lany-Zunger_Scaled_Image_Charge_Correction": 0.65 * makove_payne_pc_correction, -# "Total_Lany-Zunger_Correction": potalign + 0.65 * makove_payne_pc_correction, -# } -# } -# ) -# defect_entry.corrections["charge_correction"] = defect_entry.calculation_metadata[ -# "Lany-Zunger_Corrections" -# ]["Total_Lany-Zunger_Correction"] -# -# lz_corrected_defect_dict.update({defect_name: defect_entry}) -# return lz_corrected_defect_dict + # round all floats to 3dp: + return formation_energy_df.round(3) class DefectParser: - _delocalization_warning_printed = False # class variable - # ensures the verbose delocalization analysis warning is only printed once. Needs to be done - # this way because the current workflow is to create a `DefectParser` object for each - # defect, and then warning originates from the `run_compatibility()` method of different - # `DefectParser` instances, so warnings detects each instance as a different source and - # prints the warning multiple times. When we move to a single function call for all defects - # (as described above), this can be removed. + # TODO: Load bulk locpot once when looping through defects for expedited FNV parsing + # TODO: Test that charge correction is by default when charge state is zero + # TODO: Add comment/note somewhere that the supercells should have equal definitions for both bulk + # and defect def __init__( self, defect_entry, - compatibility=None, defect_vr=None, bulk_vr=None, + error_tolerance: float = 0.05, ): """ Parse a single Defect object. @@ -985,24 +1041,18 @@ def __init__( Args: defect_entry (DefectEntry): doped DefectEntry - compatibility (DefectCompatibility): - Compatibility class instance for performing charge correction compatibility analysis on - the defect entry. - defect_vr (Vasprun): pymatgen Vasprun object for the defect supercell calculation - bulk_vr (Vasprun): pymatgen Vasprun object for the reference bulk supercell calculation + defect_vr (Vasprun): + pymatgen Vasprun object for the defect supercell calculation + bulk_vr (Vasprun): + pymatgen Vasprun object for the reference bulk supercell calculation + error_tolerance (float): + If the estimated error in the charge correction is greater than + this value (in eV), then a warning is raised. (default: 0.05 eV) """ self.defect_entry: DefectEntry = defect_entry - self.compatibility = compatibility or DefectCompatibility( - plnr_avg_var_tol=0.01, - plnr_avg_minmax_tol=0.3, - atomic_site_var_tol=0.025, - atomic_site_minmax_tol=0.3, - tot_relax_tol=5.0, - defect_tot_relax_tol=5.0, - use_bandfilling=False, # don't include bandfilling by default - ) self.defect_vr = defect_vr self.bulk_vr = bulk_vr + self.error_tolerance = error_tolerance @classmethod def from_paths( @@ -1057,35 +1107,41 @@ def from_paths( **kwargs, ) - def _multiple_files_warning(self, file_type, directory, chosen_filepath, action, dir_type="bulk"): - warnings.warn( - f"Multiple `{file_type}` files found in {dir_type} directory: {directory}. Using " - f"{chosen_filepath} to {action}" - ) - - def freysoldt_loader(self, bulk_locpot=None): + def freysoldt_loader(self, bulk_locpot_dict=None): """ - Load metadata required for performing Freysoldt correction requires - "bulk_path" and "defect_path" to be loaded to DefectEntry - calculation_metadata dict. Can read gunzipped "LOCPOT.gz" files as - well. + Load metadata required for performing Freysoldt correction (i.e. LOCPOT + planar-averaged potential dictionary). + + Requires "bulk_path" and "defect_path" to be present in + DefectEntry.calculation_metadata, and VASP LOCPOT files to be + present in these directories. Can read compressed "LOCPOT.gz" + files. The bulk_locpot_dict can be supplied if already parsed, + for expedited parsing of multiple defects. + + Saves the `bulk_locpot_dict` and `defect_locpot_dict` dictionaries + (containing the planar-averaged electrostatic potentials along each + axis direction) to the DefectEntry.calculation_metadata dict, for + use with DefectEntry.get_freysoldt_correction(). Args: - bulk_locpot (Locpot): Add bulk Locpot object for expedited parsing. - If None, will load from file path variable bulk_path - Return: - bulk_locpot object for reuse by another defect entry (for expedited parsing) + bulk_locpot_dict (dict): Planar-averaged potential dictionary + for bulk supercell, if already parsed. If None (default), + will load from LOCPOT(.gz) file in + defect_entry.calculation_metadata["bulk_path"] + + Returns: + bulk_locpot_dict for reuse in parsing other defect entries """ if not self.defect_entry.charge_state: - # don't need to load locpots if charge is zero - return + # no charge correction if charge is zero + return None - if not bulk_locpot: + if not bulk_locpot_dict: bulk_locpot_path, multiple = _get_output_files_and_check_if_multiple( "LOCPOT", self.defect_entry.calculation_metadata["bulk_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "LOCPOT", self.defect_entry.calculation_metadata["bulk_path"], bulk_locpot_path, @@ -1093,12 +1149,13 @@ def freysoldt_loader(self, bulk_locpot=None): dir_type="bulk", ) bulk_locpot = get_locpot(bulk_locpot_path) + bulk_locpot_dict = {str(k): bulk_locpot.get_average_along_axis(k) for k in [0, 1, 2]} defect_locpot_path, multiple = _get_output_files_and_check_if_multiple( "LOCPOT", self.defect_entry.calculation_metadata["defect_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "LOCPOT", self.defect_entry.calculation_metadata["defect_path"], defect_locpot_path, @@ -1106,42 +1163,55 @@ def freysoldt_loader(self, bulk_locpot=None): dir_type="defect", ) defect_locpot = get_locpot(defect_locpot_path) - - axis_grid = [defect_locpot.get_axis_grid(i) for i in range(3)] - bulk_planar_averages = [bulk_locpot.get_average_along_axis(i) for i in range(3)] - defect_planar_averages = [defect_locpot.get_average_along_axis(i) for i in range(3)] + defect_locpot_dict = {str(k): defect_locpot.get_average_along_axis(k) for k in [0, 1, 2]} self.defect_entry.calculation_metadata.update( { - "axis_grid": axis_grid, - "bulk_planar_averages": bulk_planar_averages, - "defect_planar_averages": defect_planar_averages, - "defect_frac_sc_coords": self.defect_entry.sc_defect_frac_coords, + "bulk_locpot_dict": bulk_locpot_dict, + "defect_locpot_dict": defect_locpot_dict, } ) - def kumagai_loader(self, bulk_outcar=None): + return bulk_locpot_dict + + def kumagai_loader(self, bulk_site_potentials=None): """ - Load metadata required for performing Kumagai correction requires - "bulk_path" and "defect_path" to be loaded to DefectEntry - calculation_metadata dict. + Load metadata required for performing Kumagai correction (i.e. atomic + site potentials from the OUTCAR files). + + Requires "bulk_path" and "defect_path" to be present in + DefectEntry.calculation_metadata, and VASP OUTCAR files to be + present in these directories. Can read compressed "OUTCAR.gz" + files. The bulk_site_potentials can be supplied if already + parsed, for expedited parsing of multiple defects. + + Saves the `bulk_site_potentials` and `defect_site_potentials` + lists (containing the atomic site electrostatic potentials, from + -1*np.array(Outcar.electrostatic_potential)) to + DefectEntry.calculation_metadata, for use with + DefectEntry.get_kumagai_correction(). Args: - bulk_outcar (Outcar): Add bulk Outcar object for expedited parsing. - If None, will load from file path variable bulk_path - Return: - bulk_outcar object for reuse by another defect entry (for expedited parsing) + bulk_site_potentials (dict): Atomic site potentials for the + bulk supercell, if already parsed. If None (default), will + load from OUTCAR(.gz) file in + defect_entry.calculation_metadata["bulk_path"] + + Returns: + bulk_site_potentials for reuse in parsing other defect entries """ + from doped.corrections import _raise_incomplete_outcar_error # avoid circular import + if not self.defect_entry.charge_state: # don't need to load outcars if charge is zero - return + return None - if not bulk_outcar: + if not bulk_site_potentials: bulk_outcar_path, multiple = _get_output_files_and_check_if_multiple( "OUTCAR", self.defect_entry.calculation_metadata["bulk_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "OUTCAR", self.defect_entry.calculation_metadata["bulk_path"], bulk_outcar_path, @@ -1149,14 +1219,12 @@ def kumagai_loader(self, bulk_outcar=None): dir_type="bulk", ) bulk_outcar = get_outcar(bulk_outcar_path) - else: - bulk_outcar_path = bulk_outcar.filename defect_outcar_path, multiple = _get_output_files_and_check_if_multiple( "OUTCAR", self.defect_entry.calculation_metadata["defect_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "OUTCAR", self.defect_entry.calculation_metadata["defect_path"], defect_outcar_path, @@ -1165,71 +1233,34 @@ def kumagai_loader(self, bulk_outcar=None): ) defect_outcar = get_outcar(defect_outcar_path) - bulk_atomic_site_averages = bulk_outcar.electrostatic_potential - defect_atomic_site_averages = defect_outcar.electrostatic_potential - - def _raise_incomplete_outcar_error(outcar_path, dir_type="bulk"): - raise ValueError( - f"Unable to parse atomic core potentials from {dir_type} `OUTCAR` at {outcar_path}. This " - f"can happen if `ICORELEVEL` was not set to 0 (= default) in the `INCAR`, or if the " - f"calculation was finished prematurely with a `STOPCAR`. The Kumagai charge correction " - f"cannot be computed without this data!" - ) - - if not bulk_atomic_site_averages: + if bulk_outcar.electrostatic_potential is None: _raise_incomplete_outcar_error(bulk_outcar_path, dir_type="bulk") - if not defect_atomic_site_averages: + if defect_outcar.electrostatic_potential is None: _raise_incomplete_outcar_error(defect_outcar_path, dir_type="defect") - bulk_structure = self.defect_entry.bulk_entry.structure - bulksites = [site.frac_coords for site in bulk_structure] - - defect_structure = self.defect_entry.calculation_metadata["unrelaxed_defect_structure"] - initsites = [site.frac_coords for site in defect_structure] - - distmatrix = bulk_structure.lattice.get_all_distances( - bulksites, initsites # TODO: Should be able to take this from the defect ID functions? - ) # first index of this list is bulk index - min_dist_with_index = [ - [ - min(distmatrix[bulk_index]), - int(bulk_index), - int(distmatrix[bulk_index].argmin()), - ] - for bulk_index in range(len(distmatrix)) - ] # list of [min dist, bulk ind, defect ind] - - site_matching_indices = [] - if isinstance(self.defect_entry.defect, (Vacancy, Interstitial)): - for mindist, bulk_index, defect_index in min_dist_with_index: - if mindist < 0.5: - site_matching_indices.append([bulk_index, defect_index]) - - elif isinstance(self.defect_entry.defect, Substitution): - for mindist, bulk_index, defect_index in min_dist_with_index: - species_match = bulk_structure[bulk_index].specie == defect_structure[defect_index].specie - if mindist < 0.5 and species_match: - site_matching_indices.append([bulk_index, defect_index]) + bulk_site_potentials = -1 * np.array(bulk_outcar.electrostatic_potential) + defect_site_potentials = -1 * np.array(defect_outcar.electrostatic_potential) self.defect_entry.calculation_metadata.update( { - "bulk_atomic_site_averages": bulk_atomic_site_averages, - "defect_atomic_site_averages": defect_atomic_site_averages, - "site_matching_indices": site_matching_indices, + "bulk_site_potentials": bulk_site_potentials, + "defect_site_potentials": defect_site_potentials, } ) + return bulk_site_potentials + def get_stdrd_metadata(self): """ - Get metadata required for standard defect parsing. + Get standard defect calculation metadata. """ if not self.bulk_vr: bulk_vr_path, multiple = _get_output_files_and_check_if_multiple( "vasprun.xml", self.defect_entry.calculation_metadata["bulk_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "vasprun.xml", self.defect_entry.calculation_metadata["bulk_path"], bulk_vr_path, @@ -1243,7 +1274,7 @@ def get_stdrd_metadata(self): "vasprun.xml", self.defect_entry.calculation_metadata["defect_path"] ) if multiple: - self._multiple_files_warning( + _multiple_files_warning( "vasprun.xml", self.defect_entry.calculation_metadata["defect_path"], defect_vr_path, @@ -1253,8 +1284,9 @@ def get_stdrd_metadata(self): self.defect_vr = get_vasprun(defect_vr_path) run_metadata = { # TODO: Add check that incars, kpoints and potcars are compatible here - "defect_incar": self.defect_vr.incar, - "bulk_incar": self.bulk_vr.incar, + # incars need to be as dict without module keys otherwise not JSONable: + "defect_incar": {k: v for k, v in self.defect_vr.incar.as_dict().items() if "@" not in k}, + "bulk_incar": {k: v for k, v in self.bulk_vr.incar.as_dict().items() if "@" not in k}, "defect_kpoints": self.defect_vr.kpoints, "bulk_kpoints": self.bulk_vr.kpoints, "defect_potcar_symbols": self.defect_vr.potcar_spec, @@ -1407,76 +1439,43 @@ def get_bulk_gap_data(self, bulk_bandgap_path=None, use_MP=False, mpid=None, api } self.defect_entry.calculation_metadata.update(gap_calculation_metadata) - def run_compatibility(self): + def apply_corrections(self): """ Get defect corrections and warn if likely to be inappropriate. """ - # Set potalign so pymatgen can calculate bandfilling for 'neutral' defects - # (possible for resonant dopants etc.) + if not self.defect_entry.charge_state: # no charge correction if charge is zero + return + + # try run Kumagai (eFNV) correction if required info available: if ( - self.defect_entry.charge_state == 0 - and "potalign" not in self.defect_entry.calculation_metadata + self.defect_entry.calculation_metadata.get("bulk_site_potentials", None) is not None + and self.defect_entry.calculation_metadata.get("defect_site_potentials", None) is not None ): - self.defect_entry.calculation_metadata["potalign"] = 0 - - self.defect_entry = self.compatibility.process_entry(self.defect_entry) - - if "delocalization_meta" in self.defect_entry.calculation_metadata: - delocalization_meta = self.defect_entry.calculation_metadata["delocalization_meta"] - if ( - "plnr_avg" in delocalization_meta and not delocalization_meta["plnr_avg"]["is_compatible"] - ) or ( - "atomic_site" in delocalization_meta - and not delocalization_meta["atomic_site"]["is_compatible"] - ): - specific_delocalized_warning = ( - f"Delocalization analysis has indicated that {self.defect_entry.name} with " - f"charge {self.defect_entry.charge_state:+} may not be compatible with the chosen " - f"charge correction." - ) - warnings.warn(message=specific_delocalized_warning) - if not self._delocalization_warning_printed: - general_delocalization_warning = """ -Note: Defects throwing a "delocalization analysis" warning may require a larger supercell for -accurate total energies. Recommended to look at the correction plots (i.e. run -`get_correction_freysoldt(DefectEntry,...,plot=True)` from -`doped.corrections`) to visually determine if the charge -correction scheme is still appropriate (replace 'freysoldt' with 'kumagai' if using anisotropic -correction). You can also change the DefectCompatibility() tolerance settings via the -`compatibility` parameter in `DefectParser.from_paths()`.""" - warnings.warn(message=general_delocalization_warning) # should only print once - DefectParser._delocalization_warning_printed = True # don't print again - - if "num_hole_vbm" in self.defect_entry.calculation_metadata and ( - (self.compatibility.free_chg_cutoff < self.defect_entry.calculation_metadata["num_hole_vbm"]) - or ( - self.compatibility.free_chg_cutoff < self.defect_entry.calculation_metadata["num_elec_cbm"] - ) - ): - num_holes = self.defect_entry.calculation_metadata["num_hole_vbm"] - num_electrons = self.defect_entry.calculation_metadata["num_elec_cbm"] - warnings.warn( - f"Eigenvalue analysis has determined that `num_hole_vbm` (= {num_holes}) or " - f"`num_elec_cbm` (= {num_electrons}) is significant (>2.1) for " - f"{self.defect_entry.name} with charge {self.defect_entry.charge_state}:+, " - f"indicating that there are many free charges in this defect supercell " - f"calculation and so the defect charge correction is unlikely to be accurate." + self.defect_entry.get_kumagai_correction(verbose=False, error_tolerance=self.error_tolerance) + + elif self.defect_entry.calculation_metadata.get( + "bulk_locpot_dict" + ) and self.defect_entry.calculation_metadata.get("defect_locpot_dict"): + self.defect_entry.get_freysoldt_correction(verbose=False, error_tolerance=self.error_tolerance) + + else: + raise ValueError( + "No charge correction performed! Missing required metadata in " + "defect_entry.calculation_metadata ('bulk/defect_site_potentials' for Kumagai (" + "eFNV) correction, or 'bulk/defect_locpot_dict' for Freysoldt (FNV) correction) - these " + "are loaded with either the kumagai_loader() or freysoldt_loader() methods for " + "DefectParser." ) - if "freysoldt_meta" in self.defect_entry.calculation_metadata: - _update_defect_entry_charge_corrections(self.defect_entry, "freysoldt") - elif "kumagai_meta" in self.defect_entry.calculation_metadata: - _update_defect_entry_charge_corrections(self.defect_entry, "kumagai") if ( self.defect_entry.charge_state != 0 and (not self.defect_entry.corrections or sum(self.defect_entry.corrections.values())) == 0 ): warnings.warn( - f"No charge correction computed for {self.defect_entry.name} with " - f"charge {self.defect_entry.charge_state:+}, indicating problems with the " - f"required data for the charge correction (i.e. dielectric constant, " - f"LOCPOT files for Freysoldt correction, OUTCAR (with ICORELEVEL = 0) " - f"for Kumagai correction etc)." + f"No charge correction computed for {self.defect_entry.name} with charge" + f" {self.defect_entry.charge_state:+}, indicating problems with the required data for " + f"the charge correction (i.e. dielectric constant, LOCPOT files for Freysoldt " + f"correction, OUTCAR (with ICORELEVEL = 0) for Kumagai correction etc)." ) @@ -1487,3 +1486,10 @@ def _update_defect_entry_charge_corrections(defect_entry, charge_correction_type + meta[f"{charge_correction_type}_potential_alignment_correction"] ) defect_entry.corrections.update({f"{charge_correction_type}_charge_correction": corr}) + + +def _multiple_files_warning(file_type, directory, chosen_filepath, action, dir_type="bulk"): + warnings.warn( + f"Multiple `{file_type}` files found in {dir_type} directory: {directory}. Using " + f"{chosen_filepath} to {action}" + ) diff --git a/doped/chemical_potentials.py b/doped/chemical_potentials.py index 5f5378f1..c4732119 100644 --- a/doped/chemical_potentials.py +++ b/doped/chemical_potentials.py @@ -36,7 +36,7 @@ _ignore_pmg_warnings() warnings.filterwarnings( "ignore", message="You are using the legacy MPRester" -) # currently rely on this so shouldn't show warning +) # currently rely on this so shouldn't show warning, `message` only needs to match start of message # TODO: Check default error when user attempts `CompetingPhases()` with no API key setup; if not @@ -177,8 +177,8 @@ def _calculate_formation_energies(data: list, elemental: dict): pd.DataFrame: DataFrame formation energies of the input phases. """ for d in data: - for e in elemental: - d[e] = Composition(d["formula"]).as_dict()[e] + for el in elemental: + d[el] = Composition(d["formula"]).as_dict().get(el, 0) formation_energy_df = pd.DataFrame(data) formation_energy_df["formation_energy"] = formation_energy_df["energy_per_fu"] @@ -325,7 +325,8 @@ def __init__(self, composition, e_above_hull=0.1, api_key=None, full_phase_diagr self.bulk_comp = Composition(composition) # test api_key: - if api_key is not None: + if api_key is not None: # TODO: Should test API key also when not explicitly set, but this will + # be avoided when we just update to make it compatible with both if len(api_key) == 32: raise ValueError( "You are trying to use the new Materials Project (MP) API which is not " @@ -1345,15 +1346,17 @@ def calculate_chempots(self, csv_fname=None, verbose=True, sort_by=None): if verbose: print(f"Calculating chempots for {self.extrinsic_species}") for e in extrinsic_formation_energies: - for el in self.elemental: - e[el] = Composition(e["formula"]).as_dict()[el] + for el in self.elemental: # TODO: This code (in all this module) should be rewritten to + # be more readable (re-used and uninformative variable names, missing informative + # comments...) + e[el] = Composition(e["formula"]).as_dict().get(el, 0) # gets the df into a slightly more convenient dict cpd = extrinsic_chempots_df.to_dict(orient="records") mins = [] mins_formulas = [] df3 = pd.DataFrame(extrinsic_formation_energies) - print(f"df3: {df3}") + # print(f"df3: {df3}") # debugging for i, c in enumerate(cpd): name = f"mu_{self.extrinsic_species}_{i}" df3[name] = df3["formation_energy"] @@ -1389,7 +1392,7 @@ def calculate_chempots(self, csv_fname=None, verbose=True, sort_by=None): "facets_wrt_el_refs": {}, "facets": {}, } - print(f"df4: {df4}") + # print(f"df4: {df4}") # debugging for i, d in enumerate(df4): key = list(self._intrinsic_chem_limits["facets_wrt_el_refs"].keys())[i] + "-" + d[col_name] @@ -1398,7 +1401,7 @@ def calculate_chempots(self, csv_fname=None, verbose=True, sort_by=None): new_vals = list(self._intrinsic_chem_limits["facets_wrt_el_refs"].values())[i] new_vals[f"{self.extrinsic_species}"] = d[f"{self.extrinsic_species}"] cl2["facets_wrt_el_refs"][key] = new_vals - print(f"cl2: {cl2}") + # print(f"cl2: {cl2}") # debugging # relate the facets to the elemental # energies but in reverse this time diff --git a/doped/core.py b/doped/core.py index fb7122c2..e13d06ab 100644 --- a/doped/core.py +++ b/doped/core.py @@ -5,16 +5,19 @@ import collections import contextlib -from dataclasses import dataclass, field -from typing import Any, Dict, List, Optional, Tuple +import warnings +from dataclasses import asdict, dataclass, field +from typing import Any, Dict, List, Optional, Tuple, Union import numpy as np from monty.serialization import dumpfn, loadfn -from pymatgen.analysis.defects import core, thermo -from pymatgen.analysis.defects.supercells import get_sc_fromstruct +from pymatgen.analysis.defects import core, supercells, thermo +from pymatgen.analysis.defects.utils import CorrectionResult from pymatgen.core.composition import Composition, Element from pymatgen.core.structure import PeriodicSite, Structure from pymatgen.entries.computed_entries import ComputedStructureEntry +from pymatgen.io.vasp.outputs import Locpot, Outcar +from scipy.stats import sem # TODO: Need to set the str and repr functions for these to give an informative output! Same for our # parsing functions/classes @@ -35,8 +38,6 @@ class DefectEntry(thermo.DefectEntry): pymatgen ComputedStructureEntry for the _defect_ supercell. sc_defect_frac_coords: The fractional coordinates of the defect in the supercell. - If None, structures attributes of the LOCPOT file are used to - automatically determine the defect location. bulk_entry: pymatgen ComputedEntry for the bulk supercell reference. Required for calculating the defect formation energy. @@ -118,13 +119,43 @@ def __post_init__(self): Post-initialization method, using super() and self.defect. """ super().__post_init__() - self.name: str = self.defect.name if not self.name else self.name + if not self.name: + # try get using doped functions: + try: + from doped.generation import get_defect_name_from_defect - @property # bug fix for now, will PR and delete later + name_wout_charge = get_defect_name_from_defect(self.defect) + except Exception: + name_wout_charge = self.defect.name + + self.name: str = ( + f"{name_wout_charge}_{'+' if self.charge_state > 0 else ''}{self.charge_state}" + ) + + def _check_if_multiple_finite_size_corrections(self): + """ + Checks that there is no double counting of finite-size charge + corrections, in the defect_entry.corrections dict. + """ + matching_finite_size_correction_keys = { + key + for key in self.corrections + if any(x in key for x in ["FNV", "freysoldt", "Freysoldt", "Kumagai", "kumagai"]) + } + if len(matching_finite_size_correction_keys) > 1: + warnings.warn( + f"It appears there are multiple finite-size charge corrections in the corrections dict " + f"attribute for defect {self.name}. These are:" + f"\n{matching_finite_size_correction_keys}." + f"\nPlease ensure there is no double counting / duplication of energy corrections!" + ) + + @property def corrected_energy(self) -> float: """ The energy of the defect entry with _all_ corrections applied. """ + self._check_if_multiple_finite_size_corrections() return self.sc_entry.energy + sum(self.corrections.values()) def to_json(self, filename: Optional[str] = None): @@ -156,6 +187,259 @@ def from_json(cls, filename: str): """ return loadfn(filename) + def as_dict(self) -> dict: + """ + Returns a dictionary representation of the DefectEntry object. + """ + # ignore warning about oxidation states not summing to Structure charge: + warnings.filterwarnings("ignore", message=".*unset_charge.*") + + return asdict(self) + + def _check_correction_error_and_return_output( + self, + correction_output, + correction_error, + return_correction_error=False, + type="FNV", + error_tolerance=0.05, + ): + if return_correction_error: + if isinstance(correction_output, tuple): # correction_output may be a tuple, so amalgamate: + return (*correction_output, correction_error) + return correction_output, correction_error + + if ( + correction_error > error_tolerance + ): # greater than 50 meV error in charge correction, warn the user + warnings.warn( + f"Estimated error in the {'Freysoldt (FNV)' if type == 'FNV' else 'Kumagai (eFNV)'} " + f"charge correction for defect {self.name} is {correction_error:.3f} eV (i.e. which is " + f"than the `error_tolerance`: {error_tolerance:.3f} eV). You may want to check the " + f"accuracy of the correction by plotting the site potential differences (using " + f"`defect_entry.get_{'freysoldt' if type == 'FNV' else 'kumagai'}_correction()` with " + f"`plot=True`). Large errors are often due to unstable or shallow defect charge states (" + f"which can't be accurately modelled with the supercell approach). If this error is not " + f"acceptable, you may need to use a larger supercell for more accurate energies." + ) # TODO: Link docs mention of shallow defects / false charge states here when ready + + return correction_output + + def get_freysoldt_correction( + self, + dielectric: Optional[Union[float, int, np.ndarray, list]] = None, + defect_locpot: Optional[Union[str, Locpot, dict]] = None, + bulk_locpot: Optional[Union[str, Locpot, dict]] = None, + plot: bool = False, + filename: Optional[str] = None, + axis=None, + return_correction_error: bool = False, + error_tolerance: float = 0.05, + **kwargs, + ) -> CorrectionResult: + """ + Compute the _isotropic_ Freysoldt (FNV) correction for the + defect_entry. + + The correction is added to the `defect_entry.corrections` dictionary + (to be used in following formation energy calculations). + If this correction is used, please cite Freysoldt's + original paper; 10.1103/PhysRevLett.102.016402. + + Args: + dielectric (float or int or 3x1 matrix or 3x3 matrix): + Total dielectric constant of the host compound (including both + ionic and (high-frequency) electronic contributions). If None, + then the dielectric constant is taken from the `defect_entry` + `calculation_metadata` if available. + defect_locpot: + Path to the output VASP LOCPOT file from the defect supercell + calculation, or the corresponding pymatgen Locpot object, or + a dictionary of the planar-averaged potential in the form: + {i: Locpot.get_average_along_axis(i) for i in [0,1,2]}. + If None, will try to use `defect_locpot` from the + `defect_entry` `calculation_metadata` if available. + bulk_locpot: + Path to the output VASP LOCPOT file from the bulk supercell + calculation, or the corresponding pymatgen Locpot object, or + a dictionary of the planar-averaged potential in the form: + {i: Locpot.get_average_along_axis(i) for i in [0,1,2]}. + If None, will try to use `bulk_locpot` from the + `defect_entry` `calculation_metadata` if available. + plot (bool): + Whether to plot the FNV electrostatic potential plots (for + manually checking the behaviour of the charge correction here). + filename (str): + Filename to save the FNV electrostatic potential plots to. + If None, plots are not saved. + axis (int or None): + If int, then the FNV electrostatic potential plot along the + specified axis (0, 1, 2 for a, b, c) will be plotted. Note that + the output charge correction is still that for _all_ axes. + If None, then all three axes are plotted. + return_correction_error (bool): + If True, also returns the average standard deviation of the + planar-averaged potential difference times the defect charge + (which gives an estimate of the error range of the correction + energy). Default is False. + error_tolerance (float): + If the estimated error in the charge correction is greater than + this value (in eV), then a warning is raised. (default: 0.05 eV) + **kwargs: + Additional kwargs to pass to + pymatgen.analysis.defects.corrections.freysoldt.get_freysoldt_correction + (e.g. energy_cutoff, mad_tol, q_model, step). + + Returns: + CorrectionResults (summary of the corrections applied and metadata), and + the matplotlib figure object (or axis object if axis specified) if `plot` + is True, and the estimated charge correction error if + `return_correction_error` is True. + """ + from doped.corrections import get_freysoldt_correction + + if dielectric is None: + dielectric = self.calculation_metadata.get("dielectric") + if dielectric is None: + raise ValueError( + "No dielectric constant provided, either as a function argument or in " + "defect_entry.calculation_metadata." + ) + + fnv_correction_output = get_freysoldt_correction( + defect_entry=self, + dielectric=dielectric, + defect_locpot=defect_locpot, + bulk_locpot=bulk_locpot, + plot=plot, + filename=filename, + axis=axis, + **kwargs, + ) + correction = fnv_correction_output if not plot and filename is None else fnv_correction_output[0] + self.corrections.update({"freysoldt_charge_correction": correction.correction_energy}) + self._check_if_multiple_finite_size_corrections() + self.corrections_metadata.update({"freysoldt_charge_correction": correction.metadata.copy()}) + + # check accuracy of correction: + correction_error = np.mean( + [ + np.sqrt( + correction.metadata["plot_data"][i]["pot_corr_uncertainty_md"]["stats"]["variance"] + ) + for i in [0, 1, 2] + ] + ) * abs(self.charge_state) + + return self._check_correction_error_and_return_output( + fnv_correction_output, + correction_error, + return_correction_error, + type="FNV", + error_tolerance=error_tolerance, + ) + + def get_kumagai_correction( + self, + dielectric: Optional[Union[float, int, np.ndarray, list]] = None, + defect_outcar: Optional[Union[str, Outcar]] = None, + bulk_outcar: Optional[Union[str, Outcar]] = None, + plot: bool = False, + filename: Optional[str] = None, + return_correction_error: bool = False, + error_tolerance: float = 0.05, + **kwargs, + ): + """ + Compute the Kumagai (eFNV) finite-size charge correction for the + defect_entry. Compatible with both isotropic/cubic and anisotropic + systems. + + The correction is added to the `defect_entry.corrections` dictionary + (to be used in following formation energy calculations). + If this correction is used, please cite the Kumagai & Oba paper: + 10.1103/PhysRevB.89.195205 + + Args: + dielectric (float or int or 3x1 matrix or 3x3 matrix): + Total dielectric constant of the host compound (including both + ionic and (high-frequency) electronic contributions). If None, + then the dielectric constant is taken from the `defect_entry` + `calculation_metadata` if available. + defect_outcar: + Path to the output VASP OUTCAR file from the defect supercell + calculation, or the corresponding pymatgen Outcar object. + If None, will try to use the `defect_supercell_site_potentials` + from the `defect_entry` `calculation_metadata` if available. + bulk_outcar: + Path to the output VASP OUTCAR file from the bulk supercell + calculation, or the corresponding pymatgen Outcar object. + If None, will try to use the `bulk_supercell_site_potentials` + from the `defect_entry` `calculation_metadata` if available. + plot (bool): + Whether to plot the Kumagai site potential plots (for + manually checking the behaviour of the charge correction here). + filename (str): + Filename to save the Kumagai site potential plots to. + If None, plots are not saved. + return_correction_error (bool): + If True, also returns the standard error of the mean of the + sampled site potential differences times the defect charge + (which gives an estimate of the error range of the correction + energy). Default is False. + error_tolerance (float): + If the estimated error in the charge correction is greater than + this value (in eV), then a warning is raised. (default: 0.05 eV) + **kwargs: + Additional kwargs to pass to + pydefect.corrections.efnv_correction.ExtendedFnvCorrection + (e.g. charge, defect_region_radius, defect_coords). + + Returns: + CorrectionResults (summary of the corrections applied and metadata), and + the matplotlib figure object if `plot` is True, and the estimated charge + correction error if `return_correction_error` is True. + """ + from doped.corrections import get_kumagai_correction + + if dielectric is None: + dielectric = self.calculation_metadata.get("dielectric") + if dielectric is None: + raise ValueError( + "No dielectric constant provided, either as a function argument or in " + "defect_entry.calculation_metadata." + ) + + efnv_correction_output = get_kumagai_correction( + defect_entry=self, + dielectric=dielectric, + defect_outcar=defect_outcar, + bulk_outcar=bulk_outcar, + plot=plot, + filename=filename, + **kwargs, + ) + correction = efnv_correction_output if not plot and filename is None else efnv_correction_output[0] + self.corrections.update({"kumagai_charge_correction": correction.correction_energy}) + self._check_if_multiple_finite_size_corrections() + self.corrections_metadata.update({"kumagai_charge_correction": correction.metadata.copy()}) + + # check accuracy of correction: + efnv_corr_obj = correction.metadata["pydefect_ExtendedFnvCorrection"] + sampled_pot_diff_array = np.array( + [s.diff_pot for s in efnv_corr_obj.sites if s.distance > efnv_corr_obj.defect_region_radius] + ) + + # correction energy error can be estimated from standard error of the mean: + correction_error = sem(sampled_pot_diff_array) * abs(self.charge_state) + return self._check_correction_error_and_return_output( + efnv_correction_output, + correction_error, + return_correction_error, + type="eFNV", + error_tolerance=error_tolerance, + ) + def _guess_and_set_struct_oxi_states(structure, try_without_max_sites=False, queue=None): """ @@ -365,7 +649,7 @@ def get_supercell_structure( the defect supercell site and list of equivalent supercell sites. """ if sc_mat is None: - sc_mat = get_sc_fromstruct( + sc_mat = supercells.get_sc_fromstruct( self.structure, min_atoms=min_atoms, max_atoms=max_atoms, @@ -431,14 +715,16 @@ def _remove_site_oxi_state(site): if dummy_species is not None: sc_defect_struct.insert(len(self.structure * sc_mat), dummy_species, sc_site.frac_coords) + sorted_sc_defect_struct = sc_defect_struct.get_sorted_structure() # ensure proper sorting + return ( ( - sc_defect_struct, + sorted_sc_defect_struct, sc_site, equiv_sites, ) if return_sites - else sc_defect_struct + else sorted_sc_defect_struct ) def as_dict(self): @@ -480,6 +766,41 @@ def from_json(cls, filename: str): return loadfn(filename) +def doped_defect_from_pmg_defect(defect: core.Defect, bulk_oxi_states=False, **doped_kwargs): + """ + Create the corresponding doped Defect (Vacancy, Interstitial, Substitution) + from an input pymatgen Defect object. + + Args: + defect: + pymatgen Defect object. + bulk_oxi_states: + Either a dict of bulk oxidation states to use, or a boolean. If True, + re-guesses the oxidation state of the defect (ignoring the pymatgen + Defect oxi_state attribute), otherwise uses the already-set oxi_state + (default = 0). Used in doped defect generation to make defect setup + more robust and efficient (particularly for odd input structures, + such as defect supercells etc). + **doped_kwargs: + Additional keyword arguments to define doped-specific attributes + (see class docstring). + """ + # determine defect type: + if isinstance(defect, core.Vacancy): + defect_type = Vacancy + elif isinstance(defect, core.Substitution): + defect_type = Substitution + elif isinstance(defect, core.Interstitial): + defect_type = Interstitial + else: + raise TypeError( + f"Input defect must be a pymatgen Vacancy, Substitution or Interstitial object, " + f"not {type(defect)}." + ) + + return defect_type._from_pmg_defect(defect, bulk_oxi_states=bulk_oxi_states, **doped_kwargs) + + class Vacancy(core.Vacancy, Defect): def __init__(self, *args, **kwargs): """ diff --git a/doped/corrections.py b/doped/corrections.py new file mode 100644 index 00000000..226e0617 --- /dev/null +++ b/doped/corrections.py @@ -0,0 +1,503 @@ +""" +Code to compute finite-size charge corrections for charged defects in periodic +systems. + +The charge-correction methods implemented are: +1) Extended FNV (eFNV) / Kumagai correction for isotropic and anistropic systems. + This is the recommended default as it works regardless of system (an)isotropy, has a more efficient + implementation and tends to be more robust in cases of small supercells. + Includes: + a) anisotropic PC energy + b) potential alignment by atomic site averaging outside Wigner Seitz radius + +2) Freysoldt (FNV) correction for isotropic systems. Only recommended if eFNV correction fails for some + reason. Includes: + a) point-charge (PC) energy + b) potential alignment by planar averaging + +If you use the corrections implemented in this module, cite: + Kumagai and Oba, Phys. Rev. B. 89, 195205 (2014) for the eFNV correction + or + Freysoldt, Neugebauer, and Van de Walle, Phys. Status Solidi B. 248, 1067-1076 (2011) for FNV + +Note: +Ideally, the "defect site" used for all charge corrections should actually be the centre of the localised +charge in the defect supercell. Usually this coincides with the defect site, but not always (e.g. +vacancy where the charge localises as a polaron on a neighbouring atom etc.). For sufficiently large +supercells this is usually fine, as the defect and centre-of-charge sites are close enough that any +resulting quantitative error in the correction is negligible. However, in cases where we have large +finite-size correction values, this can be significant. If some efficient methods for determining the +centroid of charge difference between bulk/defect LOCPOTs (for FNV) or bulk/defect site potentials (for +eFNV) were developed, they should be used here. +""" + +import logging +import os +import warnings +from typing import Optional, Union + +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.lines import Line2D +from monty.json import MontyDecoder +from pymatgen.analysis.defects.corrections import freysoldt +from pymatgen.analysis.defects.utils import CorrectionResult +from pymatgen.io.vasp.outputs import Locpot, Outcar +from shakenbreak.plotting import _install_custom_font + +from doped import _ignore_pmg_warnings +from doped.analysis import _convert_dielectric_to_tensor +from doped.plotting import _format_defect_name, _get_backend +from doped.utils.parsing import get_locpot, get_outcar + +warnings.simplefilter("default") +# `message` only needs to match start of message: +warnings.filterwarnings("ignore", message="`np.int` is a deprecated alias for the builtin `int`") +warnings.filterwarnings("ignore", message="Use get_magnetic_symmetry()") + + +def _monty_decode_nested_dicts(d): + """ + Recursively find any dictionaries in defect_entry.calculation_metadata, + which may be nested in dicts or in lists of dicts, and decode them. + """ + for key, value in d.items(): + if isinstance(value, dict) and all(k not in value for k in ["@module", "@class"]): + _monty_decode_nested_dicts(value) + elif ( + isinstance(value, list) + and all(isinstance(i, dict) for i in value) + and all(k in i for k in ["@module", "@class"] for i in value) + ): + try: + d[key] = [MontyDecoder().process_decoded(i) for i in value] + except Exception as exc: + print(f"Failed to decode {key} with error {exc}") + if isinstance(value, dict) and all(k in value for k in ["@module", "@class"]): + try: + d[key] = MontyDecoder().process_decoded(value) + except Exception as exc: + print(f"Failed to decode {key} with error {exc}") + + +def _check_if_None_and_raise_error_if_so(var, var_name, display_name): + if var is None: + raise ValueError( + f"{var_name} must be provided as an argument or be present in the `defect_entry` " + f"`calculation_metadata` (as `{display_name}`), neither of which is the case here!" + ) + + +def _get_and_check_metadata(entry, key, display_name): + value = entry.calculation_metadata.get(key, None) + _check_if_None_and_raise_error_if_so(value, display_name, key) + return value + + +def _check_if_str_and_get_pmg_obj(locpot_or_outcar, obj_type="locpot"): + if isinstance(locpot_or_outcar, str): + if obj_type == "locpot": + return get_locpot(locpot_or_outcar) + return get_outcar(locpot_or_outcar) + + if not isinstance(locpot_or_outcar, (Locpot, Outcar, dict)): + raise TypeError( + f"`{obj_type}` input must be either a path to a {obj_type.upper()} file or a pymatgen " + f"{obj_type.upper()[0]+obj_type[1:]} object, object, but got {type(locpot_or_outcar)} instead." + ) + + return locpot_or_outcar + + +def get_freysoldt_correction( + defect_entry, + dielectric: Optional[Union[float, int, np.ndarray, list]] = None, + defect_locpot: Optional[Union[str, Locpot, dict]] = None, + bulk_locpot: Optional[Union[str, Locpot, dict]] = None, + plot: bool = False, + filename: Optional[str] = None, + axis: Optional[int] = None, + verbose: bool = True, + **kwargs, +) -> CorrectionResult: + """ + Function to compute the _isotropic_ Freysoldt (FNV) correction for the + input defect_entry. + + This function _does not_ add the correction to `defect_entry.corrections` + (but the defect_entry.get_freysoldt_correction method does). + If this correction is used, please cite Freysoldt's + original paper; 10.1103/PhysRevLett.102.016402. + + Args: + defect_entry: + DefectEntry object with the following for which to compute the + FNV finite-size charge correction. + dielectric (float or int or 3x1 matrix or 3x3 matrix): + Total dielectric constant of the host compound (including both + ionic and (high-frequency) electronic contributions). If None, + then the dielectric constant is taken from the `defect_entry` + `calculation_metadata` if available. + defect_locpot: + Path to the output VASP LOCPOT file from the defect supercell + calculation, or the corresponding pymatgen Locpot object, or + a dictionary of the planar-averaged potential in the form: + {i: Locpot.get_average_along_axis(i) for i in [0,1,2]}. + If None, will try to use `defect_locpot_dict` from the + `defect_entry` `calculation_metadata` if available. + bulk_locpot: + Path to the output VASP LOCPOT file from the bulk supercell + calculation, or the corresponding pymatgen Locpot object, or + a dictionary of the planar-averaged potential in the form: + {i: Locpot.get_average_along_axis(i) for i in [0,1,2]}. + If None, will try to use `bulk_locpot_dict` from the + `defect_entry` `calculation_metadata` if available. + plot (bool): + Whether to plot the FNV electrostatic potential plots (for + manually checking the behaviour of the charge correction here). + filename (str): + Filename to save the FNV electrostatic potential plots to. + If None, plots are not saved. + axis (int or None): + If int, then the FNV electrostatic potential plot along the + specified axis (0, 1, 2 for a, b, c) will be plotted. Note that + the output charge correction is still that for _all_ axes. + If None, then all three axes are plotted. + verbose (bool): + Whether to print the correction energy (default = True). + **kwargs: + Additional kwargs to pass to + pymatgen.analysis.defects.corrections.freysoldt.get_freysoldt_correction + (e.g. energy_cutoff, mad_tol, q_model, step). + + Returns: + CorrectionResults (summary of the corrections applied and metadata), and + the matplotlib figure object (or axis object if axis specified) if `plot` + is True. + """ + # ensure calculation_metadata are decoded in case defect_dict was reloaded from json + if hasattr(defect_entry, "calculation_metadata"): + _monty_decode_nested_dicts(defect_entry.calculation_metadata) + + if dielectric is None: + dielectric = _get_and_check_metadata(defect_entry, "dielectric", "Dielectric constant") + dielectric = _convert_dielectric_to_tensor(dielectric) + + defect_locpot = defect_locpot or _get_and_check_metadata( + defect_entry, "defect_locpot_dict", "Defect LOCPOT" + ) + bulk_locpot = bulk_locpot or _get_and_check_metadata(defect_entry, "bulk_locpot_dict", "Bulk LOCPOT") + + defect_locpot = _check_if_str_and_get_pmg_obj(defect_locpot, obj_type="locpot") + bulk_locpot = _check_if_str_and_get_pmg_obj(bulk_locpot, obj_type="locpot") + + fnv_correction = freysoldt.get_freysoldt_correction( + q=defect_entry.charge_state, + dielectric=dielectric, + defect_locpot=defect_locpot, + bulk_locpot=bulk_locpot, + lattice=defect_entry.sc_entry.structure.lattice if isinstance(defect_locpot, dict) else None, + defect_frac_coords=defect_entry.sc_defect_frac_coords, # _relaxed_ defect location in supercell + **kwargs, + ) + + if verbose: + print(f"Calculated Freysoldt (FNV) correction is {fnv_correction.correction_energy:.3f} eV") + + if not plot and filename is None: + return fnv_correction + + _install_custom_font() + + axis_label_dict = {0: r"$a$-axis", 1: r"$b$-axis", 2: r"$c$-axis"} + if axis is None: + fig, axs = plt.subplots(1, 3, sharey=True, figsize=(12, 3.5), dpi=600) + for direction in range(3): + plot_FNV( + fnv_correction.metadata["plot_data"][direction], + ax=axs[direction], + title=axis_label_dict[direction], + ) + else: + fig = plot_FNV(fnv_correction.metadata["plot_data"][axis], title=axis_label_dict[axis]) + # actually an axis object + + if filename: + plt.savefig(filename, bbox_inches="tight", transparent=True, backend=_get_backend(filename)) + + return fnv_correction, fig + + +def plot_FNV(plot_data, title=None, ax=None, style_file=None): + """ + Plots the planar-averaged electrostatic potential against the long range + and short range models from the FNV correction method. + + Code templated from the original PyCDT and new pymatgen.analysis.defects + implementations. + + Args: + plot_data (dict): + Dictionary of Freysoldt correction metadata to plot + (i.e. defect_entry.corrections_metadata["plot_data"][axis] where + axis is one of [0, 1, 2] specifying which axis to plot along (a, b, c)). + title (str): Title for the plot. Default is no title. + ax (matplotlib.axes.Axes): Axes object to plot on. If None, makes new figure. + style_file (str): + Path to a mplstyle file to use for the plot. If None (default), uses + the default doped style (from doped/utils/doped.mplstyle). + """ + if not plot_data["pot_plot_data"]: + raise ValueError( + "Input `plot_data` has no `pot_plot_data` entry. Cannot plot FNV potential " + "alignment before running correction!" + ) + + x = plot_data["pot_plot_data"]["x"] + v_R = plot_data["pot_plot_data"]["Vr"] + dft_diff = plot_data["pot_plot_data"]["dft_diff"] + short_range = plot_data["pot_plot_data"]["short_range"] + check = plot_data["pot_plot_data"]["check"] + C = plot_data["pot_plot_data"]["shift"] + + style_file = style_file or f"{os.path.dirname(__file__)}/utils/doped.mplstyle" + plt.style.use(style_file) # enforce style, as style.context currently doesn't work with jupyter + with plt.style.context(style_file): + if ax is None: + plt.close("all") # close any previous figures + fig, ax = plt.subplots() + (line1,) = ax.plot(x, v_R, c="black", zorder=1, label="FNV long-range model ($V_{lr}$)") + (line2,) = ax.plot(x, dft_diff, c="red", label=r"$\Delta$(Locpot)") + (line3,) = ax.plot( + x, + short_range, + c="green", + label=r"$V_{sr}$ = $\Delta$(Locpot) - $V_{lr}$" + "\n(pre-alignment)", # noqa: ISC003 + ) + leg1 = ax.legend(handles=[line1, line2, line3], loc=9) # middle top legend + ax.add_artist(leg1) # so isn't overwritten with later legend call + + line4 = ax.axhline(C, color="k", linestyle="--", label=f"Alignment constant C = {C:.3f} V") + tmpx = [x[i] for i in range(check[0], check[1])] + poly_coll = ax.fill_between(tmpx, -100, 100, facecolor="red", alpha=0.15, label="Sampling region") + ax.legend(handles=[line4, poly_coll], loc=8) # bottom middle legend + + ax.set_xlim(round(x[0]), round(x[-1])) + ymin = min(*v_R, *dft_diff, *short_range) + ymax = max(*v_R, *dft_diff, *short_range) + ax.set_ylim(-0.2 + ymin, 0.2 + ymax) + ax.set_xlabel(r"Distance along axis ($\AA$)") + ax.set_ylabel("Potential (V)") + ax.axhline(y=0, linewidth=0.2, color="black") + if title is not None: + ax.set_title(str(title)) + ax.set_xlim(0, max(x)) + + return ax + + +def get_kumagai_correction( + defect_entry, + dielectric: Optional[Union[float, int, np.ndarray, list]] = None, + defect_outcar: Optional[Union[str, Outcar]] = None, + bulk_outcar: Optional[Union[str, Outcar]] = None, + plot: bool = False, + filename: Optional[str] = None, + verbose: bool = True, + style_file: Optional[str] = None, + **kwargs, +) -> CorrectionResult: + """ + Function to compute the Kumagai (eFNV) finite-size charge correction for + the input defect_entry. Compatible with both isotropic/cubic and + anisotropic systems. + + This function _does not_ add the correction to `defect_entry.corrections` + (but the defect_entry.get_kumagai_correction method does). + If this correction is used, please cite the Kumagai & Oba paper: + 10.1103/PhysRevB.89.195205 + + Args: + defect_entry: + DefectEntry object with the following for which to compute the + Kumagai finite-size charge correction. + dielectric (float or int or 3x1 matrix or 3x3 matrix): + Total dielectric constant of the host compound (including both + ionic and (high-frequency) electronic contributions). If None, + then the dielectric constant is taken from the `defect_entry` + `calculation_metadata` if available. + defect_outcar: + Path to the output VASP OUTCAR file from the defect supercell + calculation, or the corresponding pymatgen Outcar object. + If None, will try to use the `defect_site_potentials` + from the `defect_entry` `calculation_metadata` if available. + bulk_outcar: + Path to the output VASP OUTCAR file from the bulk supercell + calculation, or the corresponding pymatgen Outcar object. + If None, will try to use the `bulk_site_potentials` + from the `defect_entry` `calculation_metadata` if available. + plot (bool): + Whether to plot the Kumagai site potential plots (for + manually checking the behaviour of the charge correction here). + filename (str): + Filename to save the Kumagai site potential plots to. + If None, plots are not saved. + verbose (bool): + Whether to print the correction energy (default = True). + style_file (str): + Path to a mplstyle file to use for the plot. If None (default), uses + the default doped style (from doped/utils/doped.mplstyle). + **kwargs: + Additional kwargs to pass to + pydefect.corrections.efnv_correction.ExtendedFnvCorrection + (e.g. charge, defect_region_radius, defect_coords). + + Returns: + CorrectionResults (summary of the corrections applied and metadata), and + the matplotlib figure object if `plot` is True. + """ + # suppress pydefect INFO messages + from vise import user_settings # + + user_settings.logger.setLevel(logging.CRITICAL) + from pydefect.analyzer.calc_results import CalcResults + from pydefect.cli.vasp.make_efnv_correction import make_efnv_correction + from pydefect.corrections.site_potential_plotter import SitePotentialMplPlotter + + # vise suppresses `UserWarning`s, so need to reset + warnings.simplefilter("default") + warnings.filterwarnings("ignore", message="`np.int` is a deprecated alias for the builtin `int`") + warnings.filterwarnings("ignore", message="Use get_magnetic_symmetry()") + _ignore_pmg_warnings() + + # ensure calculation_metadata are decoded in case defect_dict was reloaded from json + if hasattr(defect_entry, "calculation_metadata"): + _monty_decode_nested_dicts(defect_entry.calculation_metadata) + + if dielectric is None: + dielectric = _get_and_check_metadata(defect_entry, "dielectric", "Dielectric constant") + dielectric = _convert_dielectric_to_tensor(dielectric) + + if defect_outcar is not None: + defect_outcar = _check_if_str_and_get_pmg_obj(defect_outcar, obj_type="outcar") + if defect_outcar.electrostatic_potential is None: + _raise_incomplete_outcar_error(defect_outcar, dir_type="defect") + defect_site_potentials = -1 * np.array(defect_outcar.electrostatic_potential) + else: + defect_site_potentials = _get_and_check_metadata( + defect_entry, "defect_site_potentials", "Defect OUTCAR (for atomic site potentials)" + ) + + if bulk_outcar is not None: + bulk_outcar = _check_if_str_and_get_pmg_obj(bulk_outcar, obj_type="outcar") + if bulk_outcar.electrostatic_potential is None: + _raise_incomplete_outcar_error(bulk_outcar, dir_type="bulk") + bulk_site_potentials = -1 * np.array(bulk_outcar.electrostatic_potential) + else: + bulk_site_potentials = _get_and_check_metadata( + defect_entry, "bulk_site_potentials", "Bulk OUTCAR (for atomic site potentials)" + ) + + defect_supercell = defect_entry.sc_entry.structure.copy() + defect_supercell.remove_oxidation_states() # pydefect needs structure without oxidation states + defect_calc_results_for_eFNV = CalcResults( + structure=defect_supercell, + energy=np.inf, + magnetization=np.inf, + potentials=defect_site_potentials, + ) + + bulk_supercell = defect_entry.bulk_entry.structure.copy() + bulk_supercell.remove_oxidation_states() # pydefect needs structure without oxidation states + bulk_calc_results_for_eFNV = CalcResults( + structure=bulk_supercell, + energy=np.inf, + magnetization=np.inf, + potentials=bulk_site_potentials, + ) + + efnv_correction = make_efnv_correction( + charge=defect_entry.charge_state, + calc_results=defect_calc_results_for_eFNV, + perfect_calc_results=bulk_calc_results_for_eFNV, + dielectric_tensor=dielectric, + defect_coords=defect_entry.sc_defect_frac_coords, # _relaxed_ defect coords (except for vacancies) + **kwargs, + ) + kumagai_correction_result = CorrectionResult( + correction_energy=efnv_correction.correction_energy, + metadata={"pydefect_ExtendedFnvCorrection": efnv_correction}, + ) + + if verbose: + print( + f"Calculated Kumagai (eFNV) correction is {kumagai_correction_result.correction_energy:.3f} eV" + ) + + if not plot and filename is None: + return kumagai_correction_result + + _install_custom_font() + + spp = SitePotentialMplPlotter.from_efnv_corr( + title=f"{_format_defect_name(defect_entry.name, False)} - eFNV Site Potentials", + efnv_correction=efnv_correction, + ) + style_file = style_file or f"{os.path.dirname(__file__)}/utils/doped.mplstyle" + plt.style.use(style_file) # enforce style, as style.context currently doesn't work with jupyter + with plt.style.context(style_file): + plt.close("all") # close any previous figures + spp.construct_plot() + fig = spp.plt.gcf() + ax = fig.gca() + + # reformat plot slightly: + x_lims = ax.get_xlim() + y_lims = ax.get_ylim() + # shade in sampling region: + spp.plt.fill_between( + [spp.defect_region_radius, x_lims[1]], + *y_lims, + color="purple", + alpha=0.15, + label="Sampling Region", + ) + spp.plt.ylim(*y_lims) # reset y-lims after fill_between + + # update legend: + handles, labels = ax.get_legend_handles_labels() + labels = [ + label.replace("point charge", "Point Charge (PC)").replace( + "potential difference", r"$\Delta V$" + ) + for label in labels + ] + + # add entry for dashed red line: + handles += [Line2D([0], [0], **spp._mpl_defaults.hline)] + labels += [ + rf"Avg. $\Delta V$ = {spp.ave_pot_diff:.3f} V", + ] + ax.legend_.remove() + ax.legend(handles, labels, loc="best", borderaxespad=0, fontsize=8) + ax.set_xlabel(f"Distance from defect ({spp._x_unit})", size=spp._mpl_defaults.label_font_size) + + if filename: + spp.plt.savefig(filename, bbox_inches="tight", transparent=True, backend=_get_backend(filename)) + + return kumagai_correction_result, fig + + +def _raise_incomplete_outcar_error(outcar, dir_type="bulk"): + """ + Raise error about supplied OUTCAR not having atomic core potential info. + + Input outcar is either a path or a pymatgen Outcar object + """ + outcar_info = f"`OUTCAR` at {outcar}" if isinstance(outcar, str) else "`OUTCAR` object" + raise ValueError( + f"Unable to parse atomic core potentials from {dir_type} {outcar_info}. This can happen if " + f"`ICORELEVEL` was not set to 0 (= default) in the `INCAR`, or if the calculation was " + f"finished prematurely with a `STOPCAR`. The Kumagai charge correction cannot be computed " + f"without this data!" + ) diff --git a/doped/generation.py b/doped/generation.py index aac2fc79..f8e5495e 100644 --- a/doped/generation.py +++ b/doped/generation.py @@ -3,6 +3,7 @@ calculations. """ import copy +import logging import warnings from functools import partial from itertools import chain @@ -13,7 +14,7 @@ import numpy as np from monty.json import MontyDecoder, MSONable from monty.serialization import dumpfn, loadfn -from pymatgen.analysis.defects import core +from pymatgen.analysis.defects import core, thermo from pymatgen.analysis.defects.generators import ( AntiSiteGenerator, InterstitialGenerator, @@ -38,13 +39,15 @@ Substitution, Vacancy, _guess_and_set_struct_oxi_states, + doped_defect_from_pmg_defect, ) from doped.utils.wyckoff import ( _custom_round, _frac_coords_sort_func, _get_equiv_frac_coords_in_primitive, _get_sga, - _rotate_and_get_supercell_matrix, + _get_supercell_matrix_and_possibly_rotate_prim, + _get_symm_dataset_of_struc_with_all_equiv_sites, _round_floats, _vectorized_custom_round, get_BCS_conventional_structure, @@ -56,6 +59,9 @@ _dummy_species = DummySpecies("X") # Dummy species used to keep track of defect coords in the supercell +core._logger.setLevel(logging.CRITICAL) # avoid unnecessary pymatgen-analysis-defects warnings about +# oxi states (already handled within doped) + def _custom_formatwarning( message: Union[Warning, str], @@ -83,6 +89,15 @@ def get_defect_entry_from_defect( Generate doped DefectEntry object from a doped Defect object. This is used to describe a Defect with a specified simulation cell. + + Args: + defect (Defect): doped/pymatgen Defect object. + defect_supercell (Structure): Defect supercell structure. + charge_state (int): Charge state of the defect. + dummy_species (DummySpecies): Dummy species used to keep track of defect + + Returns: + DefectEntry: doped DefectEntry object. """ defect_entry_structure = ( defect_supercell.copy() @@ -110,7 +125,13 @@ def get_defect_entry_from_defect( def _defect_dict_key_from_pmg_type(defect_type: core.DefectType) -> str: """ - Returns the corresponding defect dictionary key for a Defect object. + Get the corresponding defect dictionary key from the pymatgen DefectType. + + Args: + defect_type (core.DefectType): pymatgen DefectType. + + Returns: + str: Defect dictionary key. """ if defect_type == core.DefectType.Vacancy: return "vacancies" @@ -127,44 +148,75 @@ def _defect_dict_key_from_pmg_type(defect_type: core.DefectType) -> str: ) -def closest_site_info(defect_entry, n=1, element_list=None): +def closest_site_info(defect_entry_or_defect, n=1, element_list=None): """ Return the element and distance (rounded to 2 decimal places) of the - closest site to defect_entry.sc_defect_frac_coords in - defect_entry.sc_entry.structure, with distance > 0.01 (i.e. so not the site - itself), and if there are multiple elements with the same distance, sort by - order of appearance of elements in the composition, then alphabetically and - return the first one. - - If n is set, then it returns the nth closest site, where the nth site must be at least - 0.02 Å further away than the n-1th site. + closest site to the defect in the input DefectEntry or Defect object. + + If DefectEntry, uses defect_entry.defect_supercell_site if set, otherwise + defect_entry.sc_defect_frac_coords, with defect_entry.sc_entry.structure. + If Defect, uses defect.get_supercell_structure() with a 2x2x2 supercell to + ensure none of the detected sites are periodic images of the defect site. + + Requires distances > 0.01 (i.e. so not the site itself), and if there are + multiple elements with the same distance, sort by order of appearance of + elements in the composition, then alphabetically and return the first one. + + If n is set, then it returns the nth closest site, where the nth site must + be at least 0.02 Å further away than the n-1th site. """ + if isinstance(defect_entry_or_defect, (DefectEntry, thermo.DefectEntry)): + defect = defect_entry_or_defect.defect + # use defect_supercell_site if attribute exists, otherwise use sc_defect_frac_coords: + defect_supercell_site = ( + defect_entry_or_defect.defect_supercell_site + if hasattr(defect_entry_or_defect, "defect_supercell_site") + else PeriodicSite( + "X", + defect_entry_or_defect.sc_defect_frac_coords, + defect_entry_or_defect.sc_entry.structure.lattice, + ) + ) + defect_supercell = defect_entry_or_defect.sc_entry.structure + + elif isinstance(defect_entry_or_defect, (Defect, core.Defect)): + if isinstance(defect_entry_or_defect, core.Defect): + defect = doped_defect_from_pmg_defect(defect_entry_or_defect) # convert to doped Defect + else: + defect = defect_entry_or_defect + ( + defect_supercell, + defect_supercell_site, + _equivalent_supercell_sites, + ) = defect.get_supercell_structure( + sc_mat=np.array([[2, 0, 0], [0, 2, 0], [0, 0, 2]]), + dummy_species="X", # keep track of the defect frac coords in the supercell + return_sites=True, + ) + else: + raise TypeError( + f"defect_entry_or_defect must be a DefectEntry or Defect object, not " + f"{type(defect_entry_or_defect)}" + ) + if element_list is None: - element_list = [ # host elements - el.symbol for el in defect_entry.defect.structure.composition.elements - ] + element_list = [el.symbol for el in defect.structure.composition.elements] # host elements element_list += sorted( [ # extrinsic elements, sorted alphabetically for deterministic ordering in output: el.symbol - for el in defect_entry.defect.defect_structure.composition.elements + for el in defect.defect_structure.composition.elements if el.symbol not in element_list ] ) - # use defect_supercell_site if attribute exists, otherwise use sc_defect_frac_coords: - defect_site = ( - defect_entry.defect_supercell_site - if hasattr(defect_entry, "defect_supercell_site") - else PeriodicSite("X", defect_entry.sc_defect_frac_coords, defect_entry.sc_entry.structure.lattice) - ) site_distances = sorted( [ ( - site.distance(defect_site), + site.distance(defect_supercell_site), site.specie.symbol, ) - for site in defect_entry.sc_entry.structure.sites - if site.distance(defect_site) > 0.01 + for site in defect_supercell + if site.distance(defect_supercell_site) > 0.01 ], key=lambda x: (_custom_round(x[0]), element_list.index(x[1]), x[1]), ) @@ -183,18 +235,115 @@ def closest_site_info(defect_entry, n=1, element_list=None): return f"{closest_site}{_custom_round(min_distance, 2):.2f}" -def get_defect_name_from_entry(defect_entry, element_list=None): +def get_defect_name_from_defect(defect, element_list=None, symm_ops=None, symprec=0.01): + """ + Get the doped/SnB defect name from Defect object. + + Args: + defect (Defect): Defect object. + element_list (list): + Sorted list of elements in the host structure, so that + closest_site_info returns deterministic results (in case two + different elements located at the same distance from defect site). + Default is None. + symm_ops (list): + List of symmetry operations of defect.structure, to avoid + re-calculating. Default is None (recalculates). + symprec (float): + Symmetry tolerance for spglib. Default is 0.01. + + Returns: + str: Defect name. + """ + symm_dataset, _unique_sites = _get_symm_dataset_of_struc_with_all_equiv_sites( + defect.site.frac_coords, defect.structure, symm_ops=symm_ops, symprec=symprec + ) + spglib_point_group_symbol = herm2sch(symm_dataset["site_symmetry_symbols"][-1]) + if spglib_point_group_symbol is not None: + point_group_symbol = spglib_point_group_symbol + else: # symm_ops approach failed, just use diagonal defect supercell approach: + defect_diagonal_supercell = defect.get_supercell_structure( + sc_mat=np.array([[2, 0, 0], [0, 2, 0], [0, 0, 2]]), + dummy_species="X", + ) # create defect supercell, which is a diagonal expansion of the unit cell so that the defect + # periodic image retains the unit cell symmetry, in order not to affect the point group symmetry + sga = _get_sga(defect_diagonal_supercell, symprec=symprec) + point_group_symbol = herm2sch(sga.get_point_group_symbol()) + + return f"{defect.name}_{point_group_symbol}_{closest_site_info(defect, element_list=element_list)}" + + +def get_defect_name_from_entry( + defect_entry, element_list=None, symm_ops=None, unrelaxed=False, symprec=None +): """ Get the doped/SnB defect name from DefectEntry object. + + Args: + defect_entry (DefectEntry): DefectEntry object. + element_list (list): + Sorted list of elements in the host structure, so that + closest_site_info returns deterministic results (in case two + different elements located at the same distance from defect site). + Default is None. + symm_ops (list): + List of symmetry operations of the defect_entry.bulk_supercell + structure, to avoid re-calculating. Default is None (recalculates). + unrelaxed (bool): + If True, determines the site symmetry using the defect site _in the + unrelaxed bulk supercell_, otherwise uses the defect supercell to + determine the site symmetry. Default is False. + symprec (float): + Symmetry tolerance for spglib. Default is 0.01 for unrelaxed structures, + 0.2 for relaxed (to account for residual structural noise). + + Returns: + str: Defect name. """ - defect_diagonal_supercell = defect_entry.defect.get_supercell_structure( - sc_mat=np.array([[2, 0, 0], [0, 2, 0], [0, 0, 2]]), - dummy_species=_dummy_species, - ) # create defect supercell, which is a diagonal expansion of the unit cell so that the defect - # periodic image retains the unit cell symmetry, in order not to affect the point group symmetry - sga = _get_sga(defect_diagonal_supercell) + supercell = defect_entry.bulk_supercell if unrelaxed else defect_entry.defect_supercell + if symprec is None: + symprec = 0.01 if unrelaxed else 0.2 # relaxed structures likely have structural noise + + # TODO: This only works for relaxed defect structures if they have a diagonal supercell expansion!! + # (I think, need to test with some non-diagonal supercells - use some relaxed ZnS structures from + # Savya)(If so, update docstrings to match) + # TODO: Update get_defect_name_from_defect too? Or at least warn/fail if unrelaxed=True and + # AttributeError + + try: + symm_dataset, _unique_sites = _get_symm_dataset_of_struc_with_all_equiv_sites( + defect_entry.defect_supercell_site.frac_coords, supercell, symm_ops=symm_ops, symprec=symprec + ) + except AttributeError: # possibly pymatgen DefectEntry object without defect_supercell_site set + return get_defect_name_from_defect( + defect_entry.defect, element_list=element_list, symm_ops=symm_ops, symprec=symprec + ) + + spglib_point_group_symbol = herm2sch(symm_dataset["pointgroup"]) # site_symmetry_symbols[-1] also + # works for unrelaxed defects, but sometimes the "defect supercell site" is not the true centre of + # mass of the defect (e.g. for split-interstitials, split-vacancies, swapped vacancies etc), so + # use 'pointgroup' output + + if spglib_point_group_symbol is not None: + point_group_symbol = spglib_point_group_symbol + else: # symm_ops approach failed, just use diagonal defect supercell approach: + if not unrelaxed: + raise RuntimeError( + "Site symmetry could not be determined using the defect supercell, and so the relaxed " + "site symmetry cannot be determined (set unrelaxed=True to obtain the unrelaxed site " + "symmetry)." + ) + + defect_diagonal_supercell = defect_entry.defect.get_supercell_structure( + sc_mat=np.array([[2, 0, 0], [0, 2, 0], [0, 0, 2]]), + dummy_species="X", + ) # create defect supercell, which is a diagonal expansion of the unit cell so that the defect + # periodic image retains the unit cell symmetry, in order not to affect the point group symmetry + sga = _get_sga(defect_diagonal_supercell, symprec=symprec) + point_group_symbol = herm2sch(sga.get_point_group_symbol()) + return ( - f"{defect_entry.defect.name}_{herm2sch(sga.get_point_group_symbol())}" + f"{defect_entry.defect.name}_{point_group_symbol}" f"_{closest_site_info(defect_entry, element_list=element_list)}" ) @@ -215,7 +364,7 @@ def _get_neutral_defect_entry( equivalent_supercell_sites, ) = defect.get_supercell_structure( sc_mat=supercell_matrix, - dummy_species=_dummy_species, # keep track of the defect frac coords in the supercell + dummy_species="X", # keep track of the defect frac coords in the supercell target_frac_coords=target_frac_coords, return_sites=True, ) @@ -277,7 +426,7 @@ def _get_neutral_defect_entry( return neutral_defect_entry -def name_defect_entries(defect_entries, element_list=None): +def name_defect_entries(defect_entries, element_list=None, symm_ops=None): """ Create a dictionary of {Name: DefectEntry} from a list of DefectEntry objects, where the names are set according to the default doped algorithm; @@ -294,6 +443,20 @@ def name_defect_entries(defect_entries, element_list=None): If still not unique after the 3rd nearest neighbour info, then "a, b, c" etc is appended to the name of different defects to distinguish. + + Args: + defect_entries (list): List of DefectEntry objects to name. + element_list (list): + Sorted list of elements in the host structure, so that + closest_site_info returns deterministic results (in case two + different elements located at the same distance from defect site). + Default is None. + symm_ops (list): + List of symmetry operations of defect.structure (i.e. the primitive + structure), to avoid re-calculating. Default is None (recalculates). + + Returns: + dict: Dictionary of {Name: DefectEntry} objects. """ def get_shorter_name(full_defect_name, split_number): @@ -307,7 +470,9 @@ def get_matching_names(defect_naming_dict, defect_name): def handle_unique_match(defect_naming_dict, matching_names, split_number): if len(matching_names) == 1: previous_entry = defect_naming_dict.pop(matching_names[0]) - previous_entry_full_name = get_defect_name_from_entry(previous_entry, element_list) + previous_entry_full_name = get_defect_name_from_defect( + previous_entry.defect, element_list, symm_ops + ) previous_entry_name = get_shorter_name(previous_entry_full_name, split_number - 1) defect_naming_dict[previous_entry_name] = previous_entry @@ -368,7 +533,7 @@ def handle_repeated_name(defect_naming_dict, full_defect_name): defect_naming_dict = {} for defect_entry in defect_entries: - full_defect_name = get_defect_name_from_entry(defect_entry, element_list) + full_defect_name = get_defect_name_from_defect(defect_entry.defect, element_list, symm_ops) split_number = 1 if defect_entry.defect.defect_type == core.DefectType.Interstitial else 2 shorter_defect_name = get_shorter_name(full_defect_name, split_number) if not any(name.startswith(shorter_defect_name) for name in defect_naming_dict): @@ -409,7 +574,26 @@ def herm2sch(herm_symbol): """ Convert from Hermann-Mauguin to Schoenflies. """ - return _HERM2SCH.get(herm_symbol, None) + herm_symbol = herm_symbol.replace(".", "") + schoenflies = _HERM2SCH.get(herm_symbol, None) + if schoenflies is None: + # try rearranging, symbols in spglib can be rearranged vs _HERM2SCH dict + # get _HERM2SCH key that has the same characters as herm_symbol + # (i.e. same characters, but possibly in a different order) + from collections import Counter + + def find_matching_key(input_str, input_dict): + input_str_counter = Counter(input_str) + for key in input_dict: + if Counter(key) == input_str_counter: + return key + return None + + herm_key = find_matching_key(herm_symbol, _HERM2SCH) + if herm_key is not None: + schoenflies = _HERM2SCH[herm_key] + + return schoenflies def get_oxi_probabilities(element_symbol: str) -> dict: @@ -425,12 +609,12 @@ def get_oxi_probabilities(element_symbol: str) -> dict: element_symbol (str): Element symbol. Returns: - dict: Dictionary of oxidation states and their probabilities. + dict: Dictionary of oxidation states (ints) and their probabilities (floats). """ comp_obj = Composition(element_symbol) comp_obj.add_charges_from_oxi_state_guesses() # add oxidation states to Composition object oxi_probabilities = { - k: v + k.oxi_state: v for k, v in comp_obj.oxi_prob.items() if k.element.symbol == element_symbol and k.oxi_state != 0 } @@ -525,7 +709,7 @@ def _defect_vs_host_charge(charge_state: int, host_charge: int) -> float: } # product of charge_state_guessing_log["probability_factors"].values() charge_state_guessing_log["probability"] = ( - np.product(list(charge_state_guessing_log["probability_factors"].values())) + np.prod(list(charge_state_guessing_log["probability_factors"].values())) if charge_state != 0 else 1 ) # always include neutral charge state @@ -574,7 +758,7 @@ def _get_possible_oxi_states(defect: Defect) -> Dict: keys and their probabilities as values. """ return { - k.oxi_state: prob + k: prob for k, prob in get_oxi_probabilities(defect.site.specie.symbol).items() if prob > 0.01 # at least 1% occurrence } @@ -785,14 +969,16 @@ def __init__( sites (or single interstitial site) can be manually specified using the `interstitial_coords` argument. - By default, supercells are generated for each defect using the pymatgen - `get_supercell_structure()` method, with `doped` default settings of + By default, supercells are generated for each defect using the doped + `get_supercell_structure()` method, with default settings of `min_length = 10` (minimum supercell length of 10 Å) and `min_atoms = 50` (minimum 50 atoms in supercell). If a different supercell is desired, this can be controlled by specifying keyword arguments with `supercell_gen_kwargs`, - which are passed to the `get_sc_fromstruct()` function. + which are passed to `get_supercell_structure()` (e.g. for a minimum supercell + length of 15 Å, use: `supercell_gen_kwargs = {'min_length': 15}`). Alternatively if `generate_supercell = False`, then no supercell is generated - and the input structure is used as the defect & bulk supercell. + and the input structure is used as the defect & bulk supercell. (Note this + may give a slightly different (but fully equivalent) set of coordinates). The algorithm for determining defect entry names is to use the pymatgen defect name (e.g. v_Cd, Cd_Te etc.) for vacancies/antisites/substitutions, unless @@ -985,9 +1171,10 @@ class (such as `clustering_tol`, `stol`, `min_dist` etc), or to ): # input structure has fewer or same number of atoms as pmg supercell or # generate_supercell=False, so use input structure: - self.primitive_structure, self.supercell_matrix = _rotate_and_get_supercell_matrix( - primitive_structure, self.structure - ) + ( + self.primitive_structure, + self.supercell_matrix, + ) = _get_supercell_matrix_and_possibly_rotate_prim(primitive_structure, self.structure) else: self.primitive_structure = primitive_structure self.supercell_matrix = pmg_supercell_matrix @@ -1001,15 +1188,16 @@ class (such as `clustering_tol`, `stol`, `min_dist` etc), or to f"small for accurate defect calculations, but generate_supercell = False, so " f"using input structure as defect & bulk supercells. Caution advised!" ) - self.primitive_structure, self.supercell_matrix = _rotate_and_get_supercell_matrix( - primitive_structure, self.structure - ) + ( + self.primitive_structure, + self.supercell_matrix, + ) = _get_supercell_matrix_and_possibly_rotate_prim(primitive_structure, self.structure) else: self.primitive_structure = primitive_structure self.supercell_matrix = pmg_supercell_matrix - self.bulk_supercell = self.primitive_structure * self.supercell_matrix + self.bulk_supercell = (self.primitive_structure * self.supercell_matrix).get_sorted_structure() # check that generated supercell is >10 Å in each direction: if ( np.min(np.linalg.norm(self.bulk_supercell.lattice.matrix, axis=1)) @@ -1184,6 +1372,7 @@ class (such as `clustering_tol`, `stol`, `min_dist` etc), or to # Generate interstitial sites using Voronoi tessellation interstitial_gen_kwargs = self.interstitial_gen_kwargs.copy() interstitial_gen_kwargs.setdefault("stol", 0.32) # avoid overwriting input dict + interstitial_gen_kwargs.setdefault("clustering_tol", 0.55) vig = VoronoiInterstitialGenerator(**interstitial_gen_kwargs) tight_vig = VoronoiInterstitialGenerator( @@ -1247,13 +1436,25 @@ class (such as `clustering_tol`, `stol`, `min_dist` etc), or to tight_cand_site_mul_and_equiv_fpos ] - # take the site with the lower multiplicity (higher symmetry), and most ideal site - # according to _frac_coords_sort_func if multiplicities equal: + # take the site with the lower multiplicity (higher symmetry). If multiplicities + # equal, then take site with larger distance to host atoms (then most ideal site + # according to _frac_coords_sort_func if also equal): output_sites_mul_and_equiv_fpos.append( min( [cand_site_mul_and_equiv_fpos, *matching_sites_mul_and_equiv_fpos], key=lambda cand_site_mul_and_equiv_fpos: ( cand_site_mul_and_equiv_fpos[1], + # distance to nearest host atom (and invert so max -> min for sorting) + 1 + / ( + np.min( + self.primitive_structure.lattice.get_all_distances( + cand_site_mul_and_equiv_fpos[0], + self.primitive_structure.frac_coords, + ), + axis=1, + ) + ), # return the minimum _frac_coords_sort_func for all equiv fpos: *_frac_coords_sort_func( sorted( @@ -1385,7 +1586,11 @@ class (such as `clustering_tol`, `stol`, `min_dist` etc), or to # remove empty defect lists: (e.g. single-element systems with no antisite substitutions) self.defects = {k: v for k, v in self.defects.items() if v} - named_defect_dict = name_defect_entries(defect_entry_list, element_list=self._element_list) + prim_sga = _get_sga(self.primitive_structure) + prim_symm_ops = prim_sga.get_symmetry_operations(cartesian=False) + named_defect_dict = name_defect_entries( + defect_entry_list, element_list=self._element_list, symm_ops=prim_symm_ops + ) pbar.update(5) # 95% of progress bar if not isinstance(pbar, MagicMock): _pbar_increment_per_defect = max( @@ -1475,10 +1680,13 @@ def _defect_generator_info(self): for defect_entry_name, defect_entry in self.defect_entries.items() if defect_entry.defect.defect_type == defect_type } + seen = set() matching_type_names_wout_charge = [ defect_entry_name.rsplit("_", 1)[0] for defect_entry_name in matching_defect_types - if defect_entry_name.endswith("_0") # one neutral defect entry per defect + if defect_entry_name.rsplit("_", 1)[0] not in seen + and not seen.add(defect_entry_name.rsplit("_", 1)[0]) # track unique defect names + # w/out charge ] for defect_name in matching_type_names_wout_charge: charges = [ @@ -1488,15 +1696,17 @@ def _defect_generator_info(self): ] # so e.g. Te_i_m1 doesn't match with Te_i_m1b # convert list of strings to one string with comma-separated charges charges = "[" + ",".join(charges) + "]" - neutral_defect_entry = self.defect_entries[f"{defect_name}_0"] # neutral, no +/- sign - frac_coords_string = ",".join( - f"{x:.3f}" for x in neutral_defect_entry.conv_cell_frac_coords - ) + defect_entry = [ + entry + for name, entry in self.defect_entries.items() + if name.startswith(defect_name) + ][0] + frac_coords_string = ",".join(f"{x:.3f}" for x in defect_entry.conv_cell_frac_coords) row = [ defect_name, charges, f"[{frac_coords_string}]", - neutral_defect_entry.wyckoff, + defect_entry.wyckoff, ] table.append(row) info_string += ( @@ -1760,7 +1970,7 @@ def __setitem__(self, key, value): # check supercell defect_supercell = value.defect.get_supercell_structure( sc_mat=self.supercell_matrix, - dummy_species=_dummy_species, # keep track of the defect frac coords in the supercell + dummy_species="X", # keep track of the defect frac coords in the supercell target_frac_coords=self.target_frac_coords, ) defect_entry = get_defect_entry_from_defect( @@ -1867,7 +2077,7 @@ def _first_and_second_element(defect_name): ) -def _sort_defect_entries(defect_entries_dict, element_list=None): +def _sort_defect_entries(defect_entries_dict, element_list=None, symm_ops=None): """ Sort defect entries for deterministic behaviour (for output and when reloading DefectsGenerator objects, and with DefectPhaseDiagram entries @@ -1921,21 +2131,26 @@ def _sort_defect_entries(defect_entries_dict, element_list=None): s[1].defect.defect_type.value, element_list.index( _first_and_second_element( - get_defect_name_from_entry( - s[1], + get_defect_name_from_defect( + s[1].defect, element_list=element_list, + symm_ops=symm_ops, ) )[0] ), element_list.index( _first_and_second_element( - get_defect_name_from_entry( - s[1], + get_defect_name_from_defect( + s[1].defect, element_list=element_list, + symm_ops=symm_ops, ) )[1] ), - get_defect_name_from_entry(s[1], element_list=element_list), # name without charge + # name without charge: + get_defect_name_from_defect( + s[1].defect, element_list=element_list, symm_ops=symm_ops + ), s[1].charge_state, # charge state ), ) diff --git a/doped/plotting.py b/doped/plotting.py index 6db1eb06..75f5c1ce 100644 --- a/doped/plotting.py +++ b/doped/plotting.py @@ -14,7 +14,7 @@ import matplotlib.pyplot as plt import numpy as np -from matplotlib import colormaps, ticker +from matplotlib import colormaps, colors, ticker from pymatgen.core.periodic_table import Element from pymatgen.util.string import latexify @@ -38,7 +38,7 @@ def formation_energy_plot( xlim: Optional[Tuple] = None, ylim: Optional[Tuple] = None, fermi_level: Optional[float] = None, - colormap: str = "Dark2", + colormap: Union[str, colors.Colormap] = "Dark2", auto_labels: bool = False, filename: Optional[str] = None, ): @@ -103,7 +103,10 @@ def formation_energy_plot( If set, plots a dashed vertical line at this Fermi level value, typically used to indicate the equilibrium Fermi level position (e.g. calculated with py-sc-fermi). (Default: None) - colormap (str): Colormap to use for the formation energy lines. (default: "Dark2") + colormap (str, matplotlib.colors.Colormap): + Colormap to use for the formation energy lines, either as a string (i.e. + name from https://matplotlib.org/stable/users/explain/colors/colormaps.html) + or a Colormap / ListedColormap object. (default: "Dark2") auto_labels (bool): Whether to automatically label the transition levels with their charge states. If there are many transition levels, this can be quite ugly. @@ -138,6 +141,7 @@ def formation_energy_plot( ) style_file = style_file or f"{os.path.dirname(__file__)}/utils/doped.mplstyle" + plt.style.use(style_file) # enforce style, as style.context currently doesn't work with jupyter with plt.style.context(style_file): if chempots and "facets" in chempots: if facets is None: @@ -169,7 +173,6 @@ def formation_energy_plot( filename=plot_filename, ) figs.append(fig) - plt.show() # show figure return figs[0] if len(figs) == 1 else figs @@ -188,8 +191,7 @@ def formation_energy_plot( auto_labels=auto_labels, filename=filename, ) - plt.show() # show figure - return fig + return fig def _get_backend(save_format: str) -> Optional[str]: @@ -221,7 +223,7 @@ def _chempot_warning(dft_chempots): def _get_plot_setup(colormap, xy): - cmap = colormaps[colormap] + cmap = colormaps[colormap] if isinstance(colormap, str) else colormap colors = cmap(np.linspace(0, 1, len(xy))) if colormap == "Dark2" and len(xy) >= 8: warnings.warn( diff --git a/doped/utils/corrections.py b/doped/utils/corrections.py deleted file mode 100644 index 879d31ff..00000000 --- a/doped/utils/corrections.py +++ /dev/null @@ -1,538 +0,0 @@ -""" -Code to compute finite-size charge corrections for charged defects in periodic -systems. These functions are built from a combination of useful modules from -pymatgen, pycdt and AIDE (by Adam Jackson and Alex Ganose), alongside -substantial modification, in the efforts of making an efficient, user-friendly -package for managing and analysing defect calculations, with publication- -quality outputs. - -The charge-correction methods implemented are: -1) Freysoldt correction for isotropic systems. Includes: - a) PC energy - b) potential alignment by planar averaging. -2) Extended Freysoldt or Kumagai correction for anistropic systems. Includes: - a) anisotropic PC energy - b) potential alignment by atomic site averaging outside Wigner Seitz radius - -If you use the corrections implemented in this module, cite - Freysoldt, Neugebauer, and Van de Walle, - Phys. Status Solidi B. 248, 1067-1076 (2011) for isotropic correction - Kumagai and Oba, Phys. Rev. B. 89, 195205 (2014) for anisotropic correction -""" - -import copy -import itertools -import warnings -from math import erfc, exp -from typing import Optional - -import matplotlib.pyplot as plt -import numpy as np -from monty.json import MontyDecoder -from shakenbreak.plotting import _install_custom_font - -from doped.analysis import DefectParser, _convert_dielectric_to_tensor -from doped.plotting import _get_backend -from doped.utils.legacy_pmg.corrections import FreysoldtCorrection, KumagaiCorrection - -warnings.simplefilter("default") -warnings.filterwarnings("ignore", message="`np.int` is a deprecated alias for the builtin `int`") -warnings.filterwarnings("ignore", message="Use get_magnetic_symmetry()") - - -def _monty_decode_nested_dicts(d): - """ - Recursively find any dictionaries in defect_entry.calculation_metadata, - which may be nested in dicts or in lists of dicts, and decode them. - """ - for key, value in d.items(): - if isinstance(value, dict) and all(k not in value for k in ["@module", "@class"]): - _monty_decode_nested_dicts(value) - elif ( - isinstance(value, list) - and all(isinstance(i, dict) for i in value) - and all(k in i for k in ["@module", "@class"] for i in value) - ): - try: - d[key] = [MontyDecoder().process_decoded(i) for i in value] - except Exception as exc: - print(f"Failed to decode {key} with error {exc}") - if isinstance(value, dict) and all(k in value for k in ["@module", "@class"]): - try: - d[key] = MontyDecoder().process_decoded(value) - except Exception as exc: - print(f"Failed to decode {key} with error {exc}") - - -def get_correction_freysoldt( - defect_entry, - dielectric, - plot: bool = False, - filename: Optional[str] = None, - partflag="All", - axis=None, - **kwargs, -): - """ - Function to compute the isotropic Freysoldt correction for each defect. - If this correction is used, please reference Freysoldt's original paper. - doi: 10.1103/PhysRevLett.102.016402 - Args: - defect_entry: DefectEntry object with the following - keys stored in defect.calculation_metadata: - required: - axis_grid (3 x NGX where NGX is the length of the NGX grid - in the x,y and z axis directions. Same length as planar - average lists): - A list of 3 numpy arrays which contain the cartesian axis - values (in angstroms) that correspond to each planar avg - potential supplied. - - bulk_planar_averages (3 x NGX where NGX is the length of - the NGX grid in the x,y and z axis directions.): - A list of 3 numpy arrays which contain the planar averaged - electrostatic potential for the bulk supercell. - - defect_planar_averages (3 x NGX where NGX is the length of - the NGX grid in the x,y and z axis directions.): - A list of 3 numpy arrays which contain the planar averaged - electrostatic potential for the defective supercell. - - bulk_sc_structure (Structure) bulk structure corresponding to - defect supercell structure (uses Lattice for charge correction) - - defect_frac_sc_coords (3 x 1 array) Fracitional coordinates of - defect location in supercell structure - optional: - 'encut' : energy cutoff desired for Freysoldt correction - 'madetol' : madelung tolerance for Freysoldt correction - 'q_model' : Charge Model for Freysoldt correction - 'q_model' : Charge Model for Freysoldt correction - dielectric (float or int or 3x1 matrix or 3x3 matrix): - ionic + static contributions to dielectric constant - plot (bool): decides whether to plot electrostatic potential plots or not. - filename (str): if None, plots are not saved, if a string, - then the plot will be saved as '{filename}_{axis}.pdf' - partflag: four options for correction output: - 'pc' for just point charge correction, or - 'potalign' for just potalign correction, or - 'All' for both (added together), or - 'AllSplit' for individual parts split up (form is [PC, potterm, full]) - axis (int or None): - if integer, then freysoldt correction is performed on the single axis specified. - If it is None, then averaging of the corrections for the three axes is used for the - correction. - - Returns Correction - """ - # ensure calculation_metadata are decoded in case defect_dict was reloaded from json - _monty_decode_nested_dicts(defect_entry.calculation_metadata) - - dielectric = _convert_dielectric_to_tensor(dielectric) - - if partflag not in ["All", "AllSplit", "pc", "potalign"]: - raise ValueError( - f'{partflag} is incorrect potalign type. Must be "All", "AllSplit", "pc", or "potalign".' - ) - - q_model = defect_entry.calculation_metadata.get("q_model", None) - encut = defect_entry.calculation_metadata.get("encut", 520) - madetol = defect_entry.calculation_metadata.get("madetol", 0.0001) - - if not defect_entry.charge_state: - print("Charge is zero so charge correction is zero.") - return 0.0 - - template_defect = copy.deepcopy(defect_entry) - corr_class = FreysoldtCorrection( - dielectric, q_model=q_model, energy_cutoff=encut, madetol=madetol, axis=axis - ) - f_corr_summ = corr_class.get_correction(template_defect) - - if plot: - axis_labels = ["x", "y", "z"] - if axis is None: - ax_list = [[k, f"${axis_labels[k]}$-axis"] for k in corr_class.metadata["pot_plot_data"]] - else: - ax_list = [[axis, f"${axis_labels[axis]}$-axis"]] - - for ax_key, ax_title in ax_list: - _install_custom_font() - p = corr_class.plot(ax_key, title=ax_title, saved=False) - if filename: - p.savefig( - f"{filename}_{ax_title.replace('$','')}.pdf", - bbox_inches="tight", - transparent=True, - backend=_get_backend("pdf"), - ) - if kwargs.get("return_fig", False): # for testing - return p - plt.show() - - if partflag in ["AllSplit", "All"]: - freyval = np.sum(list(f_corr_summ.values())) - elif partflag == "pc": - freyval = f_corr_summ["freysoldt_electrostatic"] - elif partflag == "potalign": - freyval = f_corr_summ["freysoldt_potential_alignment"] - - print(f"Final Freysoldt correction is {freyval:.3f} eV") - - if partflag == "AllSplit": - freyval = [ - f_corr_summ["freysoldt_electrostatic"], - f_corr_summ["freysoldt_potential_alignment"], - freyval, - ] - - return freyval - - -def get_correction_kumagai( - defect_entry, dielectric, plot: bool = False, filename: Optional[str] = None, partflag="All", **kwargs -): - """ - Function to compute the Kumagai correction for each defect (modified freysoldt for - anisotropic dielectric). - NOTE that bulk_init class must be pre-instantiated to use this function - Args: - defect_entry: DefectEntry object with the following - keys stored in defect.calculation_metadata: - required: - bulk_atomic_site_averages (list): list of bulk structure"s atomic site - averaged ESPs * charge, in same order as indices of bulk structure note this - is list given by VASP's OUTCAR (so it is multiplied by a test charge of -1). - - defect_atomic_site_averages (list): list of defect structure"s atomic site - averaged ESPs * charge, in same order as indices of defect structure note - this is list given by VASP's OUTCAR (so it is multiplied by a test charge of -1) - - site_matching_indices (list): list of corresponding site index values for - bulk and defect site structures EXCLUDING the defect site itself (ex. [[bulk - structure site index, defect structure"s corresponding site index], ... ] - - initial_defect_structure (Structure): Pymatgen Structure object representing - un-relaxed defect structure - - defect_frac_sc_coords (array): Defect Position in fractional coordinates of - the supercell given in bulk_structure - optional: - gamma (float): Ewald parameter, Default is to determine it based on - convergence of brute summation tolerance - sampling_radius (float): radius (in Angstrom) which sites must be outside of - to be included in the correction. Publication by Kumagai advises to use - Wigner-Seitz radius of defect supercell, so this is default value. - dielectric (float or int or 3x1 matrix or 3x3 matrix): - ionic + static contributions to dielectric constant - plot (bool): decides whether to plot electrostatic potential plots or not. - filename (str): if None, plots are not saved, if a string, then the plot will be saved as - '{filename}.pdf' - partflag: four options for correction output: - 'pc' for just point charge correction, or - 'potalign' for just potalign correction, or - 'All' for both (added together), or - 'AllSplit' for individual parts split up (form is [PC, potterm, full]) - """ - # ensure calculation_metadata are decoded in case defect_dict was reloaded from json - _monty_decode_nested_dicts(defect_entry.calculation_metadata) - - dielectric = _convert_dielectric_to_tensor(dielectric) - - if partflag not in ["All", "AllSplit", "pc", "potalign"]: - raise ValueError( - f'{partflag} is incorrect potalign type. Must be "All", "AllSplit", "pc", or "potalign".' - ) - sampling_radius = defect_entry.calculation_metadata.get("sampling_radius", None) - gamma = defect_entry.calculation_metadata.get("gamma", None) - - if not defect_entry.charge_state: - print("Charge is zero so charge correction is zero.") - return 0.0 - - template_defect = copy.deepcopy(defect_entry) - corr_class = KumagaiCorrection(dielectric, sampling_radius=sampling_radius, gamma=gamma) - k_corr_summ = corr_class.get_correction(template_defect) - - if plot: - _install_custom_font() - p = corr_class.plot(title="Kumagai", saved=False) - if filename: - p.savefig( - f"{filename}.pdf", bbox_inches="tight", transparent=True, backend=_get_backend("pdf") - ) - if kwargs.get("return_fig", False): # for testing - return p - plt.show() - - if partflag in ["AllSplit", "All"]: - kumagai_val = np.sum(list(k_corr_summ.values())) - elif partflag == "pc": - kumagai_val = k_corr_summ["kumagai_electrostatic"] - elif partflag == "potalign": - kumagai_val = k_corr_summ["kumagai_potential_alignment"] - - print(f"\nFinal Kumagai correction is {kumagai_val:.3f} eV") - - if partflag == "AllSplit": - kumagai_val = [ - k_corr_summ["kumagai_electrostatic"], - k_corr_summ["kumagai_potential_alignment"], - kumagai_val, - ] - return kumagai_val - - -def freysoldt_correction_from_paths( - defect_file_path, - bulk_file_path, - dielectric, - defect_charge, - plot=False, - filename: Optional[str] = None, - **kwargs, -): - """ - A function for performing the Freysoldt correction with a set of file paths. - If this correction is used, please reference Freysoldt's original paper. - doi: 10.1103/PhysRevLett.102.016402. - - :param defect_file_path (str): file path to defect folder of interest - :param bulk_file_path (str): file path to bulk folder of interest - :param dielectric (float or int or 3x1 matrix or 3x3 matrix): - ionic + static contributions to dielectric constant - :param charge (int): charge of defect structure of interest - :param plot (bool): decides whether to plot electrostatic potential plots or not. - :param filename (str): if None, plots are not saved, if a string, - then the plot will be saved as '{filename}_{axis}.pdf' - :return: - Dictionary of Freysoldt Correction for defect - """ - dp = DefectParser.from_paths(defect_file_path, bulk_file_path, dielectric, defect_charge) - _ = dp.freysoldt_loader() - if plot: - print(dp.defect_entry.name) - - return get_correction_freysoldt(dp.defect_entry, dielectric, plot=plot, filename=filename, **kwargs) - - -def kumagai_correction_from_paths( - defect_file_path, - bulk_file_path, - dielectric, - defect_charge, - plot=False, - filename: Optional[str] = None, - **kwargs, -): - """ - A function for performing the Kumagai correction with a set of file paths. - If this correction is used, please reference Kumagai and Oba's original - paper (doi: 10.1103/PhysRevB.89.195205) as well as Freysoldt's original - paper (doi: 10.1103/PhysRevLett.102.016402. - - :param defect_file_path (str): file path to defect folder of interest - :param bulk_file_path (str) - : file path to bulk folder of interest : param dielectric (float or int - or 3x1 matrix or 3x3 matrix): ionic + static contributions to - dielectric constant :param charge (int): charge of defect structure - of interest :param plot (bool): decides whether to plot - electrostatic potential plots or not. :param filename (str): if None, - plots are not saved, if a string, then the plot will be saved as - '{filename}.pdf' - :return: Dictionary of Kumagai Correction for defect - """ - dp = DefectParser.from_paths(defect_file_path, bulk_file_path, dielectric, defect_charge) - _ = dp.kumagai_loader() - if plot: - print(dp.defect_entry.name) - - return get_correction_kumagai(dp.defect_entry, dielectric, plot=plot, filename=filename, **kwargs) - - -# The following functions are taken from the deprecated AIDE package developed by the dynamic duo -# Adam Jackson and Alex Ganose (https://github.com/SMTG-Bham/aide) - - -def get_murphy_image_charge_correction( - lattice, - dielectric_matrix, - conv=0.3, - factor=30, - verbose=False, -): - """ - Calculates the anisotropic image charge correction by Sam Murphy in eV. - - This a rewrite of the code 'madelung.pl' written by Sam Murphy (see [1]). - The default convergence parameter of conv = 0.3 seems to work perfectly - well. However, it may be worth testing convergence of defect energies with - respect to the factor (i.e. cut-off radius). - - References: - [1] S. T. Murphy and N. D. H. Hine, Phys. Rev. B 87, 094111 (2013). - - Args: - lattice (list): The defect cell lattice as a 3x3 matrix. - dielectric_matrix (list): The dielectric tensor as 3x3 matrix. - conv (float): A value between 0.1 and 0.9 which adjusts how much real - space vs reciprocal space contribution there is. - factor: The cut-off radius, defined as a multiple of the longest cell - parameter. - verbose (bool): If True details of the correction will be printed. - - Returns: - The image charge correction as {charge: correction} - """ - inv_diel = np.linalg.inv(dielectric_matrix) - det_diel = np.linalg.det(dielectric_matrix) - latt = np.sqrt(np.sum(lattice**2, axis=1)) - - # calc real space cutoff - longest = max(latt) - r_c = factor * longest - - # Estimate the number of boxes required in each direction to ensure - # r_c is contained (the tens are added to ensure the number of cells - # contains r_c). This defines the size of the supercell in which - # the real space section is performed, however only atoms within rc - # will be conunted. - axis = np.array([int(r_c / a + 10) for a in latt]) - - # Calculate supercell parallelpiped and dimensions - sup_latt = np.dot(np.diag(axis), lattice) - - # Determine which of the lattice calculation_metadata is the largest and determine - # reciprocal space supercell - recip_axis = np.array([int(x) for x in factor * max(latt) / latt]) - recip_volume = abs(np.dot(np.cross(lattice[0], lattice[1]), lattice[2])) - - # Calculatate the reciprocal lattice vectors (need factor of 2 pi) - recip_latt = np.linalg.inv(lattice).T * 2 * np.pi - - real_space = _get_real_space(conv, inv_diel, det_diel, r_c, axis, sup_latt) - reciprocal = _get_recip( - conv, - recip_axis, - recip_volume, - recip_latt, - dielectric_matrix, - ) - - # calculate the other terms and the final Madelung potential - third_term = -2 * conv / np.sqrt(np.pi * det_diel) - fourth_term = -3.141592654 / (recip_volume * conv**2) - madelung = -(real_space + reciprocal + third_term + fourth_term) - - # convert to atomic units - conversion = 14.39942 - real_ev = real_space * conversion / 2 - recip_ev = reciprocal * conversion / 2 - third_ev = third_term * conversion / 2 - fourth_ev = fourth_term * conversion / 2 - madelung_ev = madelung * conversion / 2 - - correction = {} - for q in range(1, 8): - makov = 0.5 * madelung * q**2 * conversion - lany = 0.65 * makov - correction[q] = makov - - if verbose: - print( - """ - Results v_M^scr dE(q=1) /eV - ----------------------------------------------------- - Real space contribution = {:.6f} {:.6f} - Reciprocal space component = {:.6f} {:.6f} - Third term = {:.6f} {:.6f} - Neutralising background = {:.6f} {:.6f} - ----------------------------------------------------- - Final Madelung potential = {:.6f} {:.6f} - -----------------------------------------------------""".format( - real_space, - real_ev, - reciprocal, - recip_ev, - third_term, - third_ev, - fourth_term, - fourth_ev, - madelung, - madelung_ev, - ) - ) - - print( - """ - Here are your final corrections: - +--------+------------------+-----------------+ - | Charge | Point charge /eV | Lany-Zunger /eV | - +--------+------------------+-----------------+""" - ) - for q in range(1, 8): - makov = 0.5 * madelung * q**2 * conversion - lany = 0.65 * makov - correction[q] = makov - print(f"| {q} | {makov:10f} | {lany:10f} |") - print("+--------+------------------+-----------------+") - - return correction - - -def _get_real_space(conv, inv_diel, det_diel, r_c, axis, sup_latt): - # Calculate real space component - axis_ranges = [range(-a, a) for a in axis] - - # Pre-compute square of cutoff distance for cheaper comparison than - # separation < r_c - r_c_sq = r_c**2 - - def _real_loop_function(mno): - # Calculate the defect's fractional position in extended supercell - d_super = np.array(mno, dtype=float) / axis - d_super_cart = np.dot(d_super, sup_latt) - - # Test if the new atom coordinates fall within r_c, then solve - separation_sq = np.sum(np.square(d_super_cart)) - # Take all cases within r_c except m,n,o != 0,0,0 - if separation_sq < r_c_sq and any(mno): - mod = np.dot(d_super_cart, inv_diel) - dot_prod = np.dot(mod, d_super_cart) - N = np.sqrt(dot_prod) - return 1 / np.sqrt(det_diel) * erfc(conv * N) / N - - return 0.0 - - return sum(_real_loop_function(mno) for mno in itertools.product(*axis_ranges)) - - -def _get_recip( - conv, - recip_axis, - recip_volume, - recip_latt, - dielectric_matrix, -): - # convert factional motif to reciprocal space and - # calculate reciprocal space supercell parallelpiped - recip_sup_latt = np.dot(np.diag(recip_axis), recip_latt) - - # Calculate reciprocal space component - axis_ranges = [range(-a, a) for a in recip_axis] - - def _recip_loop_function(mno): - # Calculate the defect's fractional position in extended supercell - d_super = np.array(mno, dtype=float) / recip_axis - d_super_cart = np.dot(d_super, recip_sup_latt) - - if any(mno): - mod = np.dot(d_super_cart, dielectric_matrix) - dot_prod = np.dot(mod, d_super_cart) - return exp(-dot_prod / (4 * conv**2)) / dot_prod - - return 0.0 - - reciprocal = sum(_recip_loop_function(mno) for mno in itertools.product(*axis_ranges)) - scale_factor = 4 * np.pi / recip_volume - return reciprocal * scale_factor diff --git a/doped/utils/legacy_corrections.py b/doped/utils/legacy_corrections.py new file mode 100644 index 00000000..2ac87f0f --- /dev/null +++ b/doped/utils/legacy_corrections.py @@ -0,0 +1,253 @@ +""" +Functions for computing legacy finite-size charge corrections (Makov-Payne, +Murphy-Hine, Lany-Zunger) for defect formation energies. + +Mostly adapted from the deprecated AIDE package developed by the dynamic duo +Adam Jackson and Alex Ganose ( +https://github.com/SMTG-Bham/aide) +""" + +import copy +import itertools +from math import erfc, exp + +import numpy as np + + +def get_murphy_image_charge_correction( + lattice, + dielectric_matrix, + conv=0.3, + factor=30, + verbose=False, +): + """ + Calculates the anisotropic image charge correction by Sam Murphy in eV. + + This a rewrite of the code 'madelung.pl' written by Sam Murphy (see [1]). + The default convergence parameter of conv = 0.3 seems to work perfectly + well. However, it may be worth testing convergence of defect energies with + respect to the factor (i.e. cut-off radius). + + References: + [1] S. T. Murphy and N. D. H. Hine, Phys. Rev. B 87, 094111 (2013). + + Args: + lattice (list): The defect cell lattice as a 3x3 matrix. + dielectric_matrix (list): The dielectric tensor as 3x3 matrix. + conv (float): A value between 0.1 and 0.9 which adjusts how much real + space vs reciprocal space contribution there is. + factor: The cut-off radius, defined as a multiple of the longest cell + parameter. + verbose (bool): If True details of the correction will be printed. + + Returns: + The image charge correction as {charge: correction} + """ + inv_diel = np.linalg.inv(dielectric_matrix) + det_diel = np.linalg.det(dielectric_matrix) + latt = np.sqrt(np.sum(lattice**2, axis=1)) + + # calc real space cutoff + longest = max(latt) + r_c = factor * longest + + # Estimate the number of boxes required in each direction to ensure + # r_c is contained (the tens are added to ensure the number of cells + # contains r_c). This defines the size of the supercell in which + # the real space section is performed, however only atoms within rc + # will be conunted. + axis = np.array([int(r_c / a + 10) for a in latt]) + + # Calculate supercell parallelpiped and dimensions + sup_latt = np.dot(np.diag(axis), lattice) + + # Determine which of the lattice calculation_metadata is the largest and determine + # reciprocal space supercell + recip_axis = np.array([int(x) for x in factor * max(latt) / latt]) + recip_volume = abs(np.dot(np.cross(lattice[0], lattice[1]), lattice[2])) + + # Calculatate the reciprocal lattice vectors (need factor of 2 pi) + recip_latt = np.linalg.inv(lattice).T * 2 * np.pi + + real_space = _get_real_space(conv, inv_diel, det_diel, r_c, axis, sup_latt) + reciprocal = _get_recip( + conv, + recip_axis, + recip_volume, + recip_latt, + dielectric_matrix, + ) + + # calculate the other terms and the final Madelung potential + third_term = -2 * conv / np.sqrt(np.pi * det_diel) + fourth_term = -3.141592654 / (recip_volume * conv**2) + madelung = -(real_space + reciprocal + third_term + fourth_term) + + # convert to atomic units + conversion = 14.39942 + real_ev = real_space * conversion / 2 + recip_ev = reciprocal * conversion / 2 + third_ev = third_term * conversion / 2 + fourth_ev = fourth_term * conversion / 2 + madelung_ev = madelung * conversion / 2 + + correction = {} + for q in range(1, 8): + makov = 0.5 * madelung * q**2 * conversion + lany = 0.65 * makov + correction[q] = makov + + if verbose: + print( + """ + Results v_M^scr dE(q=1) /eV + ----------------------------------------------------- + Real space contribution = {:.6f} {:.6f} + Reciprocal space component = {:.6f} {:.6f} + Third term = {:.6f} {:.6f} + Neutralising background = {:.6f} {:.6f} + ----------------------------------------------------- + Final Madelung potential = {:.6f} {:.6f} + -----------------------------------------------------""".format( + real_space, + real_ev, + reciprocal, + recip_ev, + third_term, + third_ev, + fourth_term, + fourth_ev, + madelung, + madelung_ev, + ) + ) + + print( + """ + Here are your final corrections: + +--------+------------------+-----------------+ + | Charge | Point charge /eV | Lany-Zunger /eV | + +--------+------------------+-----------------+""" + ) + for q in range(1, 8): + makov = 0.5 * madelung * q**2 * conversion + lany = 0.65 * makov + correction[q] = makov + print(f"| {q} | {makov:10f} | {lany:10f} |") + print("+--------+------------------+-----------------+") + + return correction + + +def _get_real_space(conv, inv_diel, det_diel, r_c, axis, sup_latt): + # Calculate real space component + axis_ranges = [range(-a, a) for a in axis] + + # Pre-compute square of cutoff distance for cheaper comparison than + # separation < r_c + r_c_sq = r_c**2 + + def _real_loop_function(mno): + # Calculate the defect's fractional position in extended supercell + d_super = np.array(mno, dtype=float) / axis + d_super_cart = np.dot(d_super, sup_latt) + + # Test if the new atom coordinates fall within r_c, then solve + separation_sq = np.sum(np.square(d_super_cart)) + # Take all cases within r_c except m,n,o != 0,0,0 + if separation_sq < r_c_sq and any(mno): + mod = np.dot(d_super_cart, inv_diel) + dot_prod = np.dot(mod, d_super_cart) + N = np.sqrt(dot_prod) + return 1 / np.sqrt(det_diel) * erfc(conv * N) / N + + return 0.0 + + return sum(_real_loop_function(mno) for mno in itertools.product(*axis_ranges)) + + +def _get_recip( + conv, + recip_axis, + recip_volume, + recip_latt, + dielectric_matrix, +): + # convert factional motif to reciprocal space and + # calculate reciprocal space supercell parallelpiped + recip_sup_latt = np.dot(np.diag(recip_axis), recip_latt) + + # Calculate reciprocal space component + axis_ranges = [range(-a, a) for a in recip_axis] + + def _recip_loop_function(mno): + # Calculate the defect's fractional position in extended supercell + d_super = np.array(mno, dtype=float) / recip_axis + d_super_cart = np.dot(d_super, recip_sup_latt) + + if any(mno): + mod = np.dot(d_super_cart, dielectric_matrix) + dot_prod = np.dot(mod, d_super_cart) + return exp(-dot_prod / (4 * conv**2)) / dot_prod + + return 0.0 + + reciprocal = sum(_recip_loop_function(mno) for mno in itertools.product(*axis_ranges)) + scale_factor = 4 * np.pi / recip_volume + return reciprocal * scale_factor + + +def lany_zunger_corrected_defect_dict(defect_dict: dict): + """ + Convert input parsed defect dictionary (presumably created using + DefectParser) with Freysoldt/Kumagai charge corrections to the same. + + parsed defect dictionary but with the Lany-Zunger charge correction + (same potential alignment plus 0.65 * Makov-Payne image charge correction). + + Args: + defect_dict (dict): + Dictionary of parsed defect calculations (presumably created + using DefectParser (see tutorials) + Must have 'freysoldt_meta' in defect.calculation_metadata for each charged defect (from + DefectParser.freysoldt_loader()) + + Returns: + Parsed defect dictionary with Lany-Zunger charge corrections. + """ + # Just need any DefectEntry from defect_dict to get the lattice and dielectric matrix + random_defect_entry = list(defect_dict.values())[0] + lattice = random_defect_entry.bulk_entry.structure.lattice.matrix + dielectric = random_defect_entry.calculation_metadata["dielectric"] + lz_image_charge_corrections = get_murphy_image_charge_correction(lattice, dielectric) + lz_corrected_defect_dict = copy.deepcopy(defect_dict) + for defect_name, defect_entry in lz_corrected_defect_dict.items(): + if defect_entry.charge_state != 0: + if "freysoldt_meta" in defect_entry.calculation_metadata: + potalign = defect_entry.calculation_metadata["freysoldt_meta"][ + "freysoldt_potential_alignment_correction" + ] + else: + potalign = defect_entry.calculation_metadata["kumagai_meta"][ + "kumagai_potential_alignment_correction" + ] + mp_pc_corr = lz_image_charge_corrections[abs(defect_entry.charge_state)] # Makov-Payne PC + defect_entry.calculation_metadata.update( + { + "Lany-Zunger_Corrections": { + "Potential_Alignment_Correction": potalign, + "Makov-Payne_Image_Charge_Correction": mp_pc_corr, + "Lany-Zunger_Scaled_Image_Charge_Correction": 0.65 * mp_pc_corr, + "Total_Lany-Zunger_Correction": potalign + 0.65 * mp_pc_corr, + } + } + ) + defect_entry.corrections = { + "LZ_charge_correction": defect_entry.calculation_metadata["Lany-Zunger_Corrections"][ + "Total_Lany-Zunger_Correction" + ] + } + + lz_corrected_defect_dict.update({defect_name: defect_entry}) + return lz_corrected_defect_dict diff --git a/doped/utils/legacy_pmg/__init__.py b/doped/utils/legacy_pmg/__init__.py index 8fe2c809..a06e9a7e 100644 --- a/doped/utils/legacy_pmg/__init__.py +++ b/doped/utils/legacy_pmg/__init__.py @@ -6,51 +6,11 @@ defects package takes place. """ import copy -from abc import abstractmethod from monty.json import MSONable from pymatgen.analysis.structure_matcher import StructureMatcher -class DefectCorrection(MSONable): - """ - A Correction class modeled off the computed entry correction format. - """ - - @abstractmethod - def get_correction(self, entry): - """ - Returns correction for a single entry. - - Args: - entry: A DefectEntry object. - - Returns: - A single dictionary with the format - correction_name: energy_correction - - Raises: - CompatibilityError if entry is not compatible. - """ - return - - def correct_entry(self, entry): - """ - Corrects a single entry. - - Args: - entry: A DefectEntry object. - - Returns: - An processed entry. - - Raises: - CompatibilityError if entry is not compatible. - """ - entry.correction.update(self.get_correction(entry)) - return entry - - class PointDefectComparator(MSONable): """ A class that matches pymatgen Point Defect objects even if their Cartesian diff --git a/doped/utils/legacy_pmg/corrections.py b/doped/utils/legacy_pmg/corrections.py deleted file mode 100644 index 1162380a..00000000 --- a/doped/utils/legacy_pmg/corrections.py +++ /dev/null @@ -1,1063 +0,0 @@ -# Copyright (c) Pymatgen Development Team. -# Distributed under the terms of the MIT License. -""" -This code has been copied over from pymatgen==2022.7.25, as it was deleted in -later versions. This is a temporary measure while refactoring to use the new -pymatgen-analysis-defects package takes place. - -Implementation of defect correction methods. -""" - -import logging -import math -import os - -import matplotlib.pyplot as plt -import numpy as np -import scipy -from pymatgen.analysis.defects.utils import ( - QModel, - ang_to_bohr, - converge, - eV_to_k, - generate_reciprocal_vectors_squared, - hart_to_ev, - kumagai_to_V, -) -from scipy import stats - -from doped.plotting import _get_backend -from doped.utils.legacy_pmg import DefectCorrection - -logger = logging.getLogger(__name__) - - -def _get_defect_structure_from_calc_metadata(calculation_metadata): - keys = [ - "unrelaxed_defect_structure", - "guessed_initial_defect_structure", - "defect_structure", - "final_defect_structure", - ] - - for key in keys: - defect_structure = calculation_metadata.get(key) - if defect_structure is not None: - return defect_structure - - raise ValueError( - "No defect structure found in calculation_metadata, so cannot compute finite-size charge " - "correction!" - ) - - -class FreysoldtCorrection(DefectCorrection): - """ - A class for FreysoldtCorrection class. Largely adapted from PyCDT code. - - If this correction is used, please reference Freysoldt's original paper. - doi: 10.1103/PhysRevLett.102.016402 - """ - - def __init__( - self, - dielectric_const, - q_model=None, - energy_cutoff=520, - madetol=0.0001, - axis=None, - ): - """ - Initializes the FreysoldtCorrection class - Args: - dielectric_const (float or 3x3 matrix): Dielectric constant for the structure - q_model (QModel): instantiated QModel object or None. - Uses default calculation_metadata to instantiate QModel if None supplied - energy_cutoff (int): Maximum energy in eV in reciprocal space to perform - integration for potential correction. - madeltol(float): Convergence criteria for the Madelung energy for potential correction - axis (int): Axis to calculate correction. - If axis is None, then averages over all three axes is performed. - """ - self.q_model = q_model if q_model else QModel() - self.energy_cutoff = energy_cutoff - self.madetol = madetol - self.dielectric_const = dielectric_const - - if isinstance(dielectric_const, (int, float)): - self.dielectric = float(dielectric_const) - else: - self.dielectric = float(np.mean(np.diag(dielectric_const))) - - self.axis = axis - - self.metadata = {"pot_plot_data": {}, "pot_corr_uncertainty_md": {}} - - def get_correction(self, entry): - """ - Gets the Freysoldt correction for a defect entry - Args: - entry (DefectEntry): defect entry to compute Freysoldt correction on. - - Requires following keys to exist in DefectEntry.calculation_metadata dict: - - axis_grid (3 x NGX where NGX is the length of the NGX grid - in the x,y and z axis directions. Same length as planar - average lists): - A list of 3 numpy arrays which contain the Cartesian axis - values (in angstroms) that correspond to each planar avg - potential supplied. - - bulk_planar_averages (3 x NGX where NGX is the length of - the NGX grid in the x,y and z axis directions.): - A list of 3 numpy arrays which contain the planar averaged - electrostatic potential for the bulk supercell. - - defect_planar_averages (3 x NGX where NGX is the length of - the NGX grid in the x,y and z axis directions.): - A list of 3 numpy arrays which contain the planar averaged - electrostatic potential for the defective supercell. - - defect_structure (Structure) structure corresponding to - defect supercell structure (uses Lattice for charge correction) - - defect_frac_sc_coords (3 x 1 array) Fractional coordinates of - defect location in supercell structure - Returns: - FreysoldtCorrection values as a dictionary - """ - if self.axis is None: - list_axis_grid = np.array(entry.calculation_metadata["axis_grid"], dtype=object) - list_bulk_plnr_avg_esp = np.array( - entry.calculation_metadata["bulk_planar_averages"], dtype=object - ) - list_defect_plnr_avg_esp = np.array( - entry.calculation_metadata["defect_planar_averages"], dtype=object - ) - list_axes = range(len(list_axis_grid)) - else: - list_axes = np.array(self.axis) - list_axis_grid, list_bulk_plnr_avg_esp, list_defect_plnr_avg_esp = ( - [], - [], - [], - ) - for ax in list_axes: - list_axis_grid.append(np.array(entry.calculation_metadata["axis_grid"][ax])) - list_bulk_plnr_avg_esp.append( - np.array(entry.calculation_metadata["bulk_planar_averages"][ax]) - ) - list_defect_plnr_avg_esp.append( - np.array(entry.calculation_metadata["defect_planar_averages"][ax]) - ) - - defect_structure = _get_defect_structure_from_calc_metadata(entry.calculation_metadata) - lattice = defect_structure.lattice.copy() - defect_frac_sc_coords = entry.sc_defect_frac_coords - - es_corr = self.perform_es_corr(lattice, entry.charge_state) - - pot_corr_tracker = [] - - for x, pureavg, defavg, axis in zip( - list_axis_grid, list_bulk_plnr_avg_esp, list_defect_plnr_avg_esp, list_axes - ): - tmp_pot_corr = self.perform_pot_corr( - x, - pureavg, - defavg, - lattice, - entry.charge_state, - defect_frac_sc_coords, - axis, - widthsample=1.0, - ) - pot_corr_tracker.append(tmp_pot_corr) - - pot_corr = np.mean(pot_corr_tracker) - - metadata = entry.calculation_metadata.setdefault("freysoldt_meta", {}) - metadata.update(self.metadata) # updates bandfilling_metadata (as dictionaries are mutable) if - # it already exists, otherwise creates it - - entry.calculation_metadata["potalign"] = ( - pot_corr / (-entry.charge_state) if entry.charge_state else 0.0 - ) - - return { - "freysoldt_electrostatic": es_corr, - "freysoldt_potential_alignment": pot_corr, - } - - def perform_es_corr(self, lattice, q, step=1e-4): - """ - Perform Electrostatic Freysoldt Correction - Args: - lattice: Pymatgen lattice object - q (int): Charge of defect - step (float): step size for numerical integration - Return: - Electrostatic Point Charge contribution to Freysoldt Correction (float). - """ - logger.info("Running Freysoldt 2011 PC calculation (should be equivalent to sxdefectalign)") - logger.debug("defect lattice constants are (in angstroms)" + str(lattice.abc)) - - [a1, a2, a3] = ang_to_bohr * np.array(lattice.get_cartesian_coords(1)) - logging.debug("In atomic units, lat consts are (in bohr):" + str([a1, a2, a3])) - vol = np.dot(a1, np.cross(a2, a3)) # vol in bohr^3 - - def e_iso(encut): - gcut = eV_to_k(encut) # gcut is in units of 1/A - return ( - scipy.integrate.quad(lambda g: self.q_model.rho_rec(g * g) ** 2, step, gcut)[0] - * (q**2) - / np.pi - ) - - def e_per(encut): - eper = 0 - for g2 in generate_reciprocal_vectors_squared(a1, a2, a3, encut): - eper += (self.q_model.rho_rec(g2) ** 2) / g2 - eper *= (q**2) * 2 * round(np.pi, 6) / vol - eper += (q**2) * 4 * round(np.pi, 6) * self.q_model.rho_rec_limit0 / vol - return eper - - eiso = converge(e_iso, 5, self.madetol, self.energy_cutoff) - logger.debug("Eisolated : %f", round(eiso, 5)) - - eper = converge(e_per, 5, self.madetol, self.energy_cutoff) - - logger.info("Eperiodic : %f hartree", round(eper, 5)) - logger.info("difference (periodic-iso) is %f hartree", round(eper - eiso, 6)) - logger.info("difference in (eV) is %f", round((eper - eiso) * hart_to_ev, 4)) - - es_corr = round((eiso - eper) / self.dielectric * hart_to_ev, 6) - logger.info("Defect Correction without alignment %f (eV): ", es_corr) - return es_corr - - def perform_pot_corr( - self, - axis_grid, - pureavg, - defavg, - lattice, - q, - defect_frac_position, - axis, - widthsample=1.0, - ): - """ - For performing planar averaging potential alignment - Args: - axis_grid (1 x NGX where NGX is the length of the NGX grid - in the axis direction. Same length as pureavg list): - A numpy array which contain the Cartesian axis - values (in angstroms) that correspond to each planar avg - potential supplied. - pureavg (1 x NGX where NGX is the length of the NGX grid in - the axis direction.): - A numpy array for the planar averaged - electrostatic potential of the bulk supercell. - defavg (1 x NGX where NGX is the length of the NGX grid in - the axis direction.): - A numpy array for the planar averaged - electrostatic potential of the defect supercell. - lattice: Pymatgen Lattice object of the defect supercell - q (float or int): charge of the defect - defect_frac_position: Fracitional Coordinates of the defect in the supercell - axis (int): axis for performing the freysoldt correction on - widthsample (float): width (in Angstroms) of the region in between defects - where the potential alignment correction is averaged. Default is 1 Angstrom. - - Returns: - Potential Alignment contribution to Freysoldt Correction (float). - """ - logging.debug("run Freysoldt potential alignment method for axis " + str(axis)) - nx = len(axis_grid) - - # shift these planar averages to have defect at origin - axfracval = defect_frac_position[axis] - axbulkval = axfracval * lattice.abc[axis] - if axbulkval < 0: - axbulkval += lattice.abc[axis] - elif axbulkval > lattice.abc[axis]: - axbulkval -= lattice.abc[axis] - - if axbulkval: - for i in range(nx): - if axbulkval < axis_grid[i]: - break - rollind = len(axis_grid) - i - pureavg = np.roll(pureavg, rollind) - defavg = np.roll(defavg, rollind) - - # if not self._silence: - logger.debug("calculating lr part along planar avg axis") - reci_latt = lattice.reciprocal_lattice - dg = reci_latt.abc[axis] - dg /= ang_to_bohr # convert to bohr to do calculation in atomic units - - # Build background charge potential with defect at origin - v_G = np.empty(len(axis_grid), np.dtype("c16")) - v_G[0] = 4 * np.pi * -q / self.dielectric * self.q_model.rho_rec_limit0 - g = np.roll(np.arange(-nx / 2, nx / 2, 1, dtype=int), nx // 2) * dg - g2 = np.multiply(g, g)[1:] - v_G[1:] = 4 * np.pi / (self.dielectric * g2) * -q * self.q_model.rho_rec(g2) - v_G[nx // 2] = 0 if not (nx % 2) else v_G[nx // 2] - - # Get the real space potential by performing a fft and grabbing the imaginary portion - v_R = np.fft.fft(v_G) - - if abs(np.imag(v_R).max()) > self.madetol: - raise Exception("imaginary part found to be %s", repr(np.imag(v_R).max())) - v_R /= lattice.volume * ang_to_bohr**3 - v_R = np.real(v_R) * hart_to_ev - - # get correction - short = np.array(defavg) - np.array(pureavg) - np.array(v_R) - checkdis = int((widthsample / 2) / (axis_grid[1] - axis_grid[0])) - mid = int(len(short) / 2) - - tmppot = [short[i] for i in range(mid - checkdis, mid + checkdis + 1)] - logger.debug("shifted defect position on axis (%s) to origin", repr(axbulkval)) - logger.debug( - "means sampling region is (%f,%f)", - axis_grid[mid - checkdis], - axis_grid[mid + checkdis], - ) - - C = -np.mean(tmppot) - logger.debug("C = %f", C) - final_shift = [short[j] + C for j in range(len(v_R))] - v_R = [elmnt - C for elmnt in v_R] - - logger.info("C value is averaged to be %f eV ", C) - logger.info("Potentital alignment energy correction (-q*delta V): %f (eV)", -q * C) - self.pot_corr = -q * C - - # log plotting data: - self.metadata["pot_plot_data"][axis] = { - "Vr": v_R, - "x": axis_grid, - "dft_diff": np.array(defavg) - np.array(pureavg), - "final_shift": final_shift, - "check": [mid - checkdis, mid + checkdis + 1], - } - - # log uncertainty: - self.metadata["pot_corr_uncertainty_md"][axis] = { - "stats": stats.describe(tmppot)._asdict(), - "potcorr": -q * C, - } - - return self.pot_corr - - def plot(self, axis, title=None, saved=False): - """ - Plots the planar average electrostatic potential against the Long range - and short range models from Freysoldt. Must run perform_pot_corr or - get_correction (to load metadata) before this can be used. - - Args: - axis (int): axis to plot - title (str): Title to be given to plot. Default is no title. - saved (bool): Whether to save file or not. If False then returns plot - object. If True then saves plot as str(title) + "FreyplnravgPlot.pdf". - """ - if not self.metadata["pot_plot_data"]: - raise ValueError("Cannot plot potential alignment before running correction!") - - with plt.style.context(f"{os.path.dirname(__file__)}/../doped.mplstyle"): - x = self.metadata["pot_plot_data"][axis]["x"] - v_R = self.metadata["pot_plot_data"][axis]["Vr"] - dft_diff = self.metadata["pot_plot_data"][axis]["dft_diff"] - final_shift = self.metadata["pot_plot_data"][axis]["final_shift"] - check = self.metadata["pot_plot_data"][axis]["check"] - - plt.figure() - plt.clf() - plt.plot(x, v_R, c="green", zorder=1, label="Long range from model") - plt.plot(x, dft_diff, c="red", label="DFT locpot diff") - plt.plot(x, final_shift, c="blue", label="Short range (aligned)") - - tmpx = [x[i] for i in range(check[0], check[1])] - plt.fill_between(tmpx, -100, 100, facecolor="red", alpha=0.15, label="Sampling region") - - plt.xlim(round(x[0]), round(x[-1])) - ymin = min(*v_R, *dft_diff, *final_shift) - ymax = max(*v_R, *dft_diff, *final_shift) - plt.ylim(-0.2 + ymin, 0.2 + ymax) - plt.xlabel(r"Distance along axis ($\AA$)") - plt.ylabel("Potential (V)") - plt.legend(loc=9) - plt.axhline(y=0, linewidth=0.2, color="black") - plt.title(f"{title!s} Defect Potential") - plt.xlim(0, max(x)) - if saved: - plt.savefig( - f"{title!s}FreyplnravgPlot.pdf", - bbox_inches="tight", - backend=_get_backend("pdf"), - transparent=True, - ) - return None - return plt - - -class KumagaiCorrection(DefectCorrection): - """ - A class for KumagaiCorrection class. Largely adapted from PyCDT code. - - If this correction is used, please reference Kumagai and Oba's original - paper (doi: 10.1103/PhysRevB.89.195205) as well as Freysoldt's original - paper (doi: 10.1103/PhysRevLett.102.016402) - - NOTE that equations 8 and 9 from Kumagai et al. reference are divided by (4 - pi) to get SI units - """ - - def __init__(self, dielectric_tensor, sampling_radius=None, gamma=None): - """ - Initializes the Kumagai Correction - Args: - dielectric_tensor (float or 3x3 matrix): Dielectric constant for the structure. - - optional data that can be tuned: - sampling_radius (float): radius (in Angstrom) which sites must be outside - of to be included in the correction. Publication by Kumagai advises to - use Wigner-Seitz radius of defect supercell, so this is default value. - gamma (float): convergence parameter for gamma function. - Code will automatically determine this if set to None. - """ - self.metadata = { - "gamma": gamma, - "sampling_radius": sampling_radius, - "potalign": None, - } - - if isinstance(dielectric_tensor, (int, float)): - self.dielectric = np.identity(3) * dielectric_tensor - else: - self.dielectric = np.array(dielectric_tensor) - - def get_correction(self, entry): - """ - Gets the Kumagai correction for a defect entry - Args: - entry (DefectEntry): defect entry to compute Kumagai correction on. - - Requires following calculation_metadata in the DefectEntry to exist: - - bulk_atomic_site_averages (list): list of bulk structure"s atomic site averaged - ESPs * charge, in same order as indices of bulk structure note this is list - given by VASP's OUTCAR (so it is multiplied by a test charge of -1) - - defect_atomic_site_averages (list): list of defect structure"s atomic site averaged - ESPs * charge, in same order as indices of defect structure note this is list - given by VASP's OUTCAR (so it is multiplied by a test charge of -1) - - site_matching_indices (list): list of corresponding site index values for - bulk and defect site structures EXCLUDING the defect site itself - (e.g. [[bulk structure site index, defect structure"s corresponding site index], - ... ]) - - initial_defect_structure (Structure): Pymatgen Structure object representing - un-relaxed defect structure - - defect_frac_sc_coords (array): Defect position in fractional coordinates of the - supercell given in bulk_structure - Returns: - KumagaiCorrection values as a dictionary - - """ - bulk_atomic_site_averages = entry.calculation_metadata["bulk_atomic_site_averages"] - defect_atomic_site_averages = entry.calculation_metadata["defect_atomic_site_averages"] - site_matching_indices = entry.calculation_metadata["site_matching_indices"] - defect_structure = _get_defect_structure_from_calc_metadata(entry.calculation_metadata) - defect_frac_sc_coords = entry.sc_defect_frac_coords - - lattice = defect_structure.lattice - volume = lattice.volume - - if not self.metadata["gamma"]: - self.metadata["gamma"] = tune_for_gamma(lattice, self.dielectric) - - prec_set = [25, 28] - g_vecs, recip_summation, r_vecs, real_summation = generate_R_and_G_vecs( - self.metadata["gamma"], prec_set, lattice, self.dielectric - ) - - pot_shift = self.get_potential_shift(self.metadata["gamma"], volume) - si = self.get_self_interaction(self.metadata["gamma"]) - es_corr = [(real_summation[ind] + recip_summation[ind] + pot_shift + si) for ind in range(2)] - - # increase precision if correction is not converged yet - # TODO: allow for larger prec_set to be tried if this fails - if abs(es_corr[0] - es_corr[1]) > 0.0001: - logger.debug( - f"Es_corr summation not converged! ({es_corr[0]} vs. {es_corr[1]})\nTrying a larger " - f"prec_set..." - ) - prec_set = [30, 35] - g_vecs, recip_summation, r_vecs, real_summation = generate_R_and_G_vecs( - self.metadata["gamma"], prec_set, lattice, self.dielectric - ) - es_corr = [(real_summation[ind] + recip_summation[ind] + pot_shift + si) for ind in range(2)] - if abs(es_corr[0] - es_corr[1]) < 0.0001: - raise ValueError( - "Correction still not converged after trying prec_sets up to 35... serious error." - ) - - es_corr = es_corr[0] * -(entry.charge_state**2.0) * kumagai_to_V / 2.0 # [eV] - - # if no sampling radius specified for pot align, then assuming Wigner-Seitz radius: - if not self.metadata["sampling_radius"]: - wz = lattice.get_wigner_seitz_cell() - dist = [] - for facet in wz: - midpt = np.mean(np.array(facet), axis=0) - dist.append(np.linalg.norm(midpt)) - self.metadata["sampling_radius"] = min(dist) - - # assemble site_list based on matching indices - # [[defect_site object, Vqb for site], .. repeat for all non defective sites] - site_list = [] - for bs_ind, ds_ind in site_matching_indices: - Vqb = -(defect_atomic_site_averages[int(ds_ind)] - bulk_atomic_site_averages[int(bs_ind)]) - site_list.append([defect_structure[int(ds_ind)], Vqb]) - - pot_corr = self.perform_pot_corr( - defect_structure, - defect_frac_sc_coords, - site_list, - self.metadata["sampling_radius"], - entry.charge_state, - r_vecs[0], - g_vecs[0], - self.metadata["gamma"], - ) - - metadata = entry.calculation_metadata.setdefault("kumagai_meta", {}) - metadata.update(self.metadata) # updates bandfilling_metadata (as dictionaries are mutable) if - # it already exists, otherwise creates it - - entry.calculation_metadata["potalign"] = ( - pot_corr / (-entry.charge_state) if entry.charge_state else 0.0 - ) - - return { - "kumagai_electrostatic": es_corr, - "kumagai_potential_alignment": pot_corr, - } - - def perform_es_corr(self, gamma, prec, lattice, charge): - """ - Perform Electrostatic Kumagai Correction - Args: - gamma (float): Ewald parameter - prec (int): Precision parameter for reciprical/real lattice vector generation - lattice: Pymatgen Lattice object corresponding to defect supercell - charge (int): Defect charge - Return: - Electrostatic Point Charge contribution to Kumagai Correction (float). - """ - volume = lattice.volume - - g_vecs, recip_summation, r_vecs, real_summation = generate_R_and_G_vecs( - gamma, [prec], lattice, self.dielectric - ) - recip_summation = recip_summation[0] - real_summation = real_summation[0] - - es_corr = ( - recip_summation - + real_summation - + self.get_potential_shift(gamma, volume) - + self.get_self_interaction(gamma) - ) - - es_corr *= -(charge**2.0) * kumagai_to_V / 2.0 # [eV] - - return es_corr - - def perform_pot_corr( - self, - defect_structure, - defect_frac_coords, - site_list, - sampling_radius, - q, - r_vecs, - g_vecs, - gamma, - ): - """ - For performing potential alignment in manner described by Kumagai et - al. - - Args: - defect_structure: Pymatgen Structure object corresponding to the defect supercell. - - defect_frac_coords (array): Defect Position in fractional coordinates of the supercell - given in bulk_structure - - site_list: list of corresponding site index values for - bulk and defect site structures EXCLUDING the defect site itself - (ex. [[bulk structure site index, defect structure"s corresponding site index], ... ] - - sampling_radius (float): radius (in Angstrom) which sites must be outside - of to be included in the correction. Publication by Kumagai advises to - use Wigner-Seitz radius of defect supercell, so this is default value. - - q (int): Defect charge - - r_vecs: List of real lattice vectors to use in summation - - g_vecs: List of reciprocal lattice vectors to use in summation - - gamma (float): Ewald parameter - - Return: - Potential alignment contribution to Kumagai Correction (float) - """ - volume = defect_structure.lattice.volume - potential_shift = self.get_potential_shift(gamma, volume) - - pot_dict = {} # keys will be site index in the defect structure - for_correction = [] # region to sample for correction - - # for each atom, do the following: - # (a) get relative_vector from defect_site to site in defect_supercell structure - # (b) recalculate the recip and real summation values based on this r_vec - # (c) get information needed for pot align - for site, Vqb in site_list: - dist, jimage = site.distance_and_image_from_frac_coords(defect_frac_coords) - vec_defect_to_site = defect_structure.lattice.get_cartesian_coords( - site.frac_coords - jimage - defect_frac_coords - ) - dist_to_defect = np.linalg.norm(vec_defect_to_site) - if abs(dist_to_defect - dist) > 0.001: - raise ValueError("Error in computing vector to defect") - - relative_real_vectors = [r_vec - vec_defect_to_site for r_vec in r_vecs[:]] - - real_sum = self.get_real_summation(gamma, relative_real_vectors) - recip_sum = self.get_recip_summation(gamma, g_vecs, volume, r=vec_defect_to_site[:]) - - Vpc = (real_sum + recip_sum + potential_shift) * kumagai_to_V * q - - defect_struct_index = defect_structure.index(site) - pot_dict[defect_struct_index] = { - "Vpc": Vpc, - "Vqb": Vqb, - "dist_to_defect": dist_to_defect, - } - - logger.debug(f"For atom {defect_struct_index}\n\tbulk/defect DFT potential difference = {Vqb}") - logger.debug(f"\tanisotropic model charge: {Vpc}") - logger.debug(f"\t\treciprocal part: {recip_sum * kumagai_to_V * q}") - logger.debug(f"\t\treal part: {real_sum * kumagai_to_V * q}") - logger.debug(f"\t\tself interaction part: {potential_shift * kumagai_to_V * q}") - logger.debug(f"\trelative_vector to defect: {vec_defect_to_site}") - - if dist_to_defect > sampling_radius: - logger.debug( - f"\tdistance to defect is {dist_to_defect} which is outside minimum sampling " - f"radius {sampling_radius}" - ) - for_correction.append(Vqb - Vpc) - else: - logger.debug( - f"\tdistance to defect is {dist_to_defect} which is inside minimum sampling " - f"radius {sampling_radius} (so will not include for correction)" - ) - - if for_correction: - pot_alignment = np.mean(for_correction) - else: - logger.info( - "No atoms sampled for_correction radius! Assigning potential alignment value of 0." - ) - pot_alignment = 0.0 - - self.metadata["potalign"] = pot_alignment - pot_corr = -q * pot_alignment - - # log uncertainty stats: - self.metadata["pot_corr_uncertainty_md"] = { - "stats": stats.describe(for_correction)._asdict(), - "number_sampled": len(for_correction), - } - self.metadata["pot_plot_data"] = pot_dict - - logger.info("Kumagai potential alignment (site averaging): %f", pot_alignment) - logger.info("Kumagai potential alignment correction energy: %f eV", pot_corr) - - return pot_corr - - def get_real_summation(self, gamma, real_vectors): - """ - Get real summation term from list of real-space vectors. - """ - real_part = 0 - invepsilon = np.linalg.inv(self.dielectric) - rd_epsilon = np.sqrt(np.linalg.det(self.dielectric)) - - for r_vec in real_vectors: - if np.linalg.norm(r_vec) > 1e-8: - loc_res = np.sqrt(np.dot(r_vec, np.dot(invepsilon, r_vec))) - nmr = scipy.special.erfc(gamma * loc_res) # pylint: disable=E1101 - real_part += nmr / loc_res - - real_part /= 4 * np.pi * rd_epsilon - - return real_part - - def get_recip_summation(self, gamma, recip_vectors, volume, r=None): - """ - Get Reciprocal summation term from list of reciprocal-space vectors. - """ - if r is None: - r = np.array([0, 0, 0]) - recip_part = 0 - - for g_vec in recip_vectors: - # dont need to avoid G=0, because it will not be - # in recip list (if generate_R_and_G_vecs is used) - Gdotdiel = np.dot(g_vec, np.dot(self.dielectric, g_vec)) - summand = np.exp(-Gdotdiel / (4 * (gamma**2))) * np.cos(np.dot(g_vec, r)) / Gdotdiel - recip_part += summand - - recip_part /= volume - - return recip_part - - def get_self_interaction(self, gamma): - """ - Returns the self-interaction energy of defect. - """ - determ = np.linalg.det(self.dielectric) - return -gamma / (2.0 * np.pi * np.sqrt(np.pi * determ)) - - @staticmethod - def get_potential_shift(gamma, volume): - """ - Args: - gamma (float): Gamma - volume (float): Volume. - - Returns: - Potential shift for defect. - """ - return -0.25 / (volume * gamma**2.0) - - def plot(self, title=None, saved=False): - """ - Plots the AtomicSite electrostatic potential against the long and short - range models from Kumagai and Oba (doi: 10.1103/PhysRevB.89.195205). - """ - if "pot_plot_data" not in self.metadata.keys(): - raise ValueError("Cannot plot potential alignment before running correction!") - - sampling_radius = self.metadata["sampling_radius"] - site_dict = self.metadata["pot_plot_data"] - potalign = self.metadata["potalign"] - - plt.figure() - plt.clf() - - distances, sample_region = [], [] - Vqb_list, Vpc_list, diff_list = [], [], [] - for _site_ind, _site_dict in site_dict.items(): - dist = _site_dict["dist_to_defect"] - distances.append(dist) - - Vqb = _site_dict["Vqb"] - Vpc = _site_dict["Vpc"] - - Vqb_list.append(Vqb) - Vpc_list.append(Vpc) - diff_list.append(Vqb - Vpc) - - if dist > sampling_radius: - sample_region.append(Vqb - Vpc) - - with plt.style.context(f"{os.path.dirname(__file__)}/../doped.mplstyle"): - plt.plot( - distances, - Vqb_list, - color="r", - marker="^", - linestyle="None", - label="$V_{q/b}$", - ) - - plt.plot( - distances, - Vpc_list, - color="g", - marker="o", - linestyle="None", - label="$V_{pc}$", - ) - - plt.plot( - distances, - diff_list, - color="b", - marker="x", - linestyle="None", - label="$V_{q/b}$ - $V_{pc}$", - ) - - x = np.arange(sampling_radius, max(distances) * 1.05, 0.01) - y_max = max(*Vqb_list, *Vpc_list, *diff_list) + 0.1 - y_min = min(*Vqb_list, *Vpc_list, *diff_list) - 0.1 - plt.fill_between(x, y_min, y_max, facecolor="red", alpha=0.15, label="Sampling region") - plt.axhline(y=potalign, linewidth=0.5, color="red", label="Pot. align. / -q") - - plt.legend(loc=0) - plt.axhline(y=0, linewidth=0.2, color="black") - - plt.ylim([y_min, y_max]) - plt.xlim([0, max(distances) * 1.1]) - - plt.xlabel(r"Distance from defect ($\AA$)") - plt.ylabel("Potential (V)") - plt.title(f"{title!s} Atomic Site Potential") - - if saved: - plt.savefig( - f"{title!s}KumagaiESPavgPlot.pdf", - bbox_inches="tight", - backend=_get_backend("pdf"), - transparent=True, - ) - return None - return plt - - -class BandFillingCorrection(DefectCorrection): - """ - A class for BandFillingCorrection class. - - Largely adapted from PyCDT code. - """ - - def __init__(self, resolution=0.01): - """ - Initializes the Bandfilling correction. - - Args: - resolution (float): energy resolution to maintain for gap states - """ - self.resolution = resolution - self.metadata = {"num_hole_vbm": None, "num_elec_cbm": None, "potalign": None} - - def get_correction(self, entry): - """ - Gets the BandFilling correction for a defect entry - Args: - entry (DefectEntry): defect entry to compute BandFilling correction on. - Requires following calculation_metadata in the DefectEntry to exist: - eigenvalues - dictionary of defect eigenvalues, as stored in a Vasprun object. - - kpoint_weights (list of floats) - kpoint weights corresponding to the dictionary of eigenvalues, - as stored in a Vasprun object - - potalign (float) - potential alignment for the defect calculation - Only applies to non-zero charge, - When using potential alignment correction (freysoldt or kumagai), - need to divide by -q - - cbm (float) - CBM of bulk calculation (or band structure calculation of bulk); - calculated on same level of theory as the defect - (ex. GGA defects -> requires GGA cbm) - - vbm (float) - VBM of bulk calculation (or band structure calculation of bulk); - calculated on same level of theory as the defect - (ex. GGA defects -> requires GGA vbm) - - run_metadata["defect_incar"] (dict) - Dictionary of INCAR settings for the defect calculation, - required to check if the calculation included spin-orbit coupling - (to determine the spin factor for occupancies of the electron bands) - - Returns: - Bandfilling Correction value as a dictionary - - """ - eigenvalues = entry.calculation_metadata["eigenvalues"] - kpoint_weights = entry.calculation_metadata["kpoint_weights"] - potalign = entry.calculation_metadata["potalign"] - vbm = entry.calculation_metadata["vbm"] - cbm = entry.calculation_metadata["cbm"] - soc_calc = entry.calculation_metadata["run_metadata"]["defect_incar"].get("LSORBIT") - - bf_corr = self.perform_bandfill_corr(eigenvalues, kpoint_weights, potalign, vbm, cbm, soc_calc) - - metadata = entry.calculation_metadata.setdefault("bandfilling_meta", {}) - metadata.update(self.metadata) # updates bandfilling_metadata (as dictionaries are mutable) if - # it already exists, otherwise creates it - - return {"bandfilling_correction": bf_corr} - - def perform_bandfill_corr(self, eigenvalues, kpoint_weights, potalign, vbm, cbm, soc_calc=False): - """ - This calculates the band filling correction based on excess of - electrons/holes in CB/VB... - - Note that the total free holes and electrons may also be used for a "shallow donor/acceptor" - correction with specified band shifts: - +num_elec_cbm * Delta E_CBM (or -num_hole_vbm * Delta E_VBM) - """ - bf_corr = 0.0 - - self.metadata["potalign"] = potalign - self.metadata["num_hole_vbm"] = 0.0 - self.metadata["num_elec_cbm"] = 0.0 - - core_occupation_value = list(eigenvalues.values())[0][0][0][ - 1 - ] # get occupation of a core eigenvalue - if len(eigenvalues.keys()) == 1: - # needed because occupation of non-spin calcs is sometimes still 1... should be 2 - spinfctr = 2.0 if core_occupation_value == 1.0 and not soc_calc else 1.0 - elif len(eigenvalues.keys()) == 2: - spinfctr = 1.0 - else: - raise ValueError("Eigenvalue keys greater than 2") - - # for tracking mid gap states... - shifted_cbm = cbm - potalign # shift cbm with potential alignment - shifted_vbm = vbm - potalign # shift vbm with potential alignment - - for spinset in eigenvalues.values(): - for kptset, weight in zip(spinset, kpoint_weights): - for eig, occu in kptset: # eig is eigenvalue and occu is occupation - if occu and (eig > shifted_cbm - self.resolution): # donor MB correction - bf_corr += ( - weight * spinfctr * occu * (eig - shifted_cbm) - ) # "move the electrons down" - self.metadata["num_elec_cbm"] += weight * spinfctr * occu - elif (occu != core_occupation_value) and ( - eig <= shifted_vbm + self.resolution - ): # acceptor MB correction - bf_corr += ( - weight * spinfctr * (core_occupation_value - occu) * (shifted_vbm - eig) - ) # "move the holes up" - self.metadata["num_hole_vbm"] += weight * spinfctr * (core_occupation_value - occu) - - bf_corr *= -1 # need to take negative of this shift for energetic correction - - return bf_corr - - -def generate_R_and_G_vecs(gamma, prec_set, lattice, epsilon): - """ - This returns a set of real and reciprocal lattice vectors (and real/recip - summation values) based on a list of precision values (prec_set). - - gamma (float): Ewald parameter - prec_set (list or number): for prec values to consider (20, 25, 30 are sensible numbers) - lattice: Lattice object of supercell in question - """ - if not isinstance(prec_set, list): - prec_set = [prec_set] - - [a1, a2, a3] = lattice.matrix # Angstrom - volume = lattice.volume - [b1, b2, b3] = lattice.reciprocal_lattice.matrix # 1/ Angstrom - invepsilon = np.linalg.inv(epsilon) - rd_epsilon = np.sqrt(np.linalg.det(epsilon)) - - # generate reciprocal vector set (for each prec_set) - recip_set = [[] for _ in prec_set] - recip_summation_values = [0.0 for _ in prec_set] - recip_cut_set = [(2 * gamma * prec) for prec in prec_set] - - i_max = int(math.ceil(max(recip_cut_set) / np.linalg.norm(b1))) - j_max = int(math.ceil(max(recip_cut_set) / np.linalg.norm(b2))) - k_max = int(math.ceil(max(recip_cut_set) / np.linalg.norm(b3))) - for i in np.arange(-i_max, i_max + 1): - for j in np.arange(-j_max, j_max + 1): - for k in np.arange(-k_max, k_max + 1): - if not i and not j and not k: - continue - gvec = i * b1 + j * b2 + k * b3 - normgvec = np.linalg.norm(gvec) - for recip_cut_ind, recip_cut in enumerate(recip_cut_set): - if normgvec <= recip_cut: - recip_set[recip_cut_ind].append(gvec) - - Gdotdiel = np.dot(gvec, np.dot(epsilon, gvec)) - summand = math.exp(-Gdotdiel / (4 * (gamma**2))) / Gdotdiel - recip_summation_values[recip_cut_ind] += summand - - recip_summation_values = np.array(recip_summation_values) - recip_summation_values /= volume - - # generate real vector set (for each prec_set) - real_set = [[] for prec in prec_set] - real_summation_values = [0.0 for prec in prec_set] - real_cut_set = [(prec / gamma) for prec in prec_set] - - i_max = int(math.ceil(max(real_cut_set) / np.linalg.norm(a1))) - j_max = int(math.ceil(max(real_cut_set) / np.linalg.norm(a2))) - k_max = int(math.ceil(max(real_cut_set) / np.linalg.norm(a3))) - for i in np.arange(-i_max, i_max + 1): - for j in np.arange(-j_max, j_max + 1): - for k in np.arange(-k_max, k_max + 1): - rvec = i * a1 + j * a2 + k * a3 - normrvec = np.linalg.norm(rvec) - for real_cut_ind, real_cut in enumerate(real_cut_set): - if normrvec <= real_cut: - real_set[real_cut_ind].append(rvec) - if normrvec > 1e-8: - sqrt_loc_res = np.sqrt(np.dot(rvec, np.dot(invepsilon, rvec))) - nmr = math.erfc(gamma * sqrt_loc_res) - real_summation_values[real_cut_ind] += nmr / sqrt_loc_res - - real_summation_values = np.array(real_summation_values) - real_summation_values /= 4 * np.pi * rd_epsilon - - return recip_set, recip_summation_values, real_set, real_summation_values - - -def tune_for_gamma(lattice, epsilon): - """ - This tunes the gamma parameter for Kumagai anisotropic Ewald calculation. - - Method is to find a gamma parameter which generates a similar number of - reciprocal and real lattice vectors, given the suggested cut off radii by - Kumagai and Oba. - """ - logger.debug("Converging for Ewald parameter...") - prec = 25 # a reasonable precision to tune gamma for - - gamma = (2 * np.average(lattice.abc)) ** (-1 / 2.0) - recip_set, _, real_set, _ = generate_R_and_G_vecs(gamma, prec, lattice, epsilon) - recip_set = recip_set[0] - real_set = real_set[0] - - logger.debug( - f"First approach with gamma ={gamma}\nProduced {len(real_set)} real vecs and {len(recip_set)} " - f"recip vecs." - ) - - while float(len(real_set)) / len(recip_set) > 1.05 or float(len(recip_set)) / len(real_set) > 1.05: - gamma *= (float(len(real_set)) / float(len(recip_set))) ** 0.17 - logger.debug(f"\tNot converged...Try modifying gamma to {gamma}.") - recip_set, _, real_set, _ = generate_R_and_G_vecs(gamma, prec, lattice, epsilon) - recip_set = recip_set[0] - real_set = real_set[0] - logger.debug(f"Now have {len(real_set)} real vecs and {len(recip_set)} recip vecs.") - - logger.debug(f"Converged with gamma = {gamma}") - - return gamma diff --git a/doped/utils/legacy_pmg/defect_compatibility.py b/doped/utils/legacy_pmg/defect_compatibility.py deleted file mode 100644 index 5968816a..00000000 --- a/doped/utils/legacy_pmg/defect_compatibility.py +++ /dev/null @@ -1,640 +0,0 @@ -# Copyright (c) Pymatgen Development Team. -# Distributed under the terms of the MIT License. -""" -This code has been copied over from pymatgen==2022.7.25, as it was deleted in -later versions. This is a temporary measure while refactoring to use the new -pymatgen-analysis-defects package takes place. - -This module implements DefectCompatibility analysis for consideration of -defects -""" - -from __future__ import annotations - -import logging - -from monty.json import MSONable -from pymatgen.analysis.defects.core import Vacancy -from pymatgen.core.structure import Structure - -from doped.utils.legacy_pmg.corrections import ( - BandFillingCorrection, - FreysoldtCorrection, - KumagaiCorrection, -) - -logger = logging.getLogger(__name__) - - -class DefectCompatibility(MSONable): - """ - The DefectCompatibility class evaluates corrections and delocalization - metrics on a DefectEntry. It can only parse based on the available - calculation_metadata that already exist in the calculation_metadata dict of - the DefectEntry. - - required settings in defect_entry.calculation_metadata for various types of analysis/correction: - freysoldt: [ "dielectric", "axis_grid", "bulk_planar_averages", "defect_planar_averages", - "initial_defect_structure", "defect_frac_sc_coords"] - kumagai: [ "dielectric", "bulk_atomic_site_averages", "defect_atomic_site_averages", - "site_matching_indices", "initial_defect_structure", "defect_frac_sc_coords"] - bandfilling: ["eigenvalues", "kpoint_weights", "potalign", "vbm", "cbm", "run_metadata"] - defect relaxation/structure analysis: ["final_defect_structure", "initial_defect_structure", - "sampling_radius", "defect_frac_sc_coords"] - """ - - def __init__( - self, - plnr_avg_var_tol=0.0001, - plnr_avg_minmax_tol=0.1, - atomic_site_var_tol=0.005, - atomic_site_minmax_tol=0.1, - tot_relax_tol=1.0, - perc_relax_tol=50.0, - defect_tot_relax_tol=2.0, - preferred_cc="freysoldt", - free_chg_cutoff=2.1, - use_bandfilling=True, - ): - """ - Initializes the DefectCompatibility class. - - Each argument helps decide whether a DefectEntry is flagged as compatible or not - Args: - plnr_avg_var_tol (float): compatibility tolerance for variance of the sampling region - in the planar averaged electrostatic potential (FreysoldtCorrection) - plnr_avg_minmax_tol (float): compatibility tolerance for max/min difference of the - sampling region in the planar averaged electrostatic potential (FreysoldtCorrection) - atomic_site_var_tol (float): compatibility tolerance for variance of the sampling - region in the atomic site averaged electrostatic potential (KumagaiCorrection) - atomic_site_minmax_tol (float): compatibility tolerance for max/min difference - of the sampling region in the atomic site averaged electrostatic - potential (KumagaiCorrection) - tot_relax_tol (float): compatibility tolerance for total integrated relaxation - amount outside of a given radius from the defect (in Angstrom). - Radius is supplied as 'sampling_radius' within calculation_metadata of DefectEntry. - perc_relax_tol (float): compatibility tolerance for percentage of total relaxation - outside of a given radius from the defect (percentage amount), - assuming a total integration relaxation greater than 1 Angstrom. - Radius is supplied as 'sampling_radius' within calculation_metadata of DefectEntry. - defect_tot_relax_tol (float): compatibility tolerance for displacement of defect site - itself (in Angstrom). - preferred_cc (str): Charge correction that is preferred to be used. - If only one is available based on metadata, then that charge correction will be used. - Options are: 'freysoldt' and 'kumagai' - free_chg_cutoff (float): compatibility tolerance for total amount of host band occupation - outside of band edges, given by eigenvalue data. Extra occupation in the CB would be - free electrons, while lost occupation in VB would be free holes. - use_bandfilling (bool): Whether to include BandFillingCorrection or not (assuming - sufficient metadata is supplied to perform BandFillingCorrection). - """ - self.plnr_avg_var_tol = plnr_avg_var_tol - self.plnr_avg_minmax_tol = plnr_avg_minmax_tol - self.atomic_site_var_tol = atomic_site_var_tol - self.atomic_site_minmax_tol = atomic_site_minmax_tol - self.tot_relax_tol = tot_relax_tol - self.perc_relax_tol = perc_relax_tol - self.defect_tot_relax_tol = defect_tot_relax_tol - - self.preferred_cc = preferred_cc - self.free_chg_cutoff = free_chg_cutoff - self.use_bandfilling = use_bandfilling - - def process_entry(self, defect_entry, perform_corrections=True): - """ - Process a given DefectEntry with qualifiers given from initialization of class. - Order of processing is: - 1) perform all possible defect corrections with information given - 2) consider delocalization analyses based on qualifier metrics - given initialization of class. If delocalized, flag entry as delocalized - 3) update corrections to defect entry and flag as delocalized. - - Corrections are applied based on: - i) if free charges are more than free_chg_cutoff then will not apply charge correction, - because it no longer is applicable - ii) use charge correction set by preferred_cc - iii) only use BandFilling correction if use_bandfilling is set to True - """ - for struct_key in [ - "bulk_sc_structure", - "guessed_initial_defect_structure", - "final_defect_structure", - ]: - if struct_key in defect_entry.calculation_metadata and isinstance( - defect_entry.calculation_metadata[struct_key], dict - ): - defect_entry.calculation_metadata[struct_key] = Structure.from_dict( - defect_entry.calculation_metadata[struct_key] - ) - - if perform_corrections: - self.perform_all_corrections(defect_entry) - - self.delocalization_analysis(defect_entry) - - # apply corrections based on delocalization analysis - skip_charge_corrections = False - if ( - "num_hole_vbm" in defect_entry.calculation_metadata - and (self.free_chg_cutoff < defect_entry.calculation_metadata["num_hole_vbm"]) - or (self.free_chg_cutoff < defect_entry.calculation_metadata["num_elec_cbm"]) - ): - logger.info("Will not use charge correction because too many free charges") - skip_charge_corrections = True - - from doped.analysis import _update_defect_entry_charge_corrections # avoid circular import - - if ( - not skip_charge_corrections - and ("freysoldt" in self.preferred_cc.lower()) - and ("freysoldt_meta" in defect_entry.calculation_metadata) - ): - _update_defect_entry_charge_corrections(defect_entry, "freysoldt") - elif not skip_charge_corrections and "kumagai_meta" in defect_entry.calculation_metadata: - _update_defect_entry_charge_corrections(defect_entry, "kumagai") - else: - logger.info("Could not use any charge correction because insufficient metadata was supplied.") - - if self.use_bandfilling: - if "bandfilling_meta" in defect_entry.calculation_metadata: - bfc_corr = defect_entry.calculation_metadata["bandfilling_meta"]["bandfilling_correction"] - defect_entry.corrections["bandfilling_correction"] = bfc_corr - else: - logger.info( - "Could not use band filling correction because insufficient metadata was supplied." - ) - - if isinstance(defect_entry.calculation_metadata["vbm"], float) and isinstance( - defect_entry.calculation_metadata["cbm"], float - ): - # want to have vbm and gap ready for phase diagram - defect_entry.calculation_metadata.update( - { - "phasediagram_meta": { - "vbm": defect_entry.calculation_metadata["vbm"], - "gap": defect_entry.calculation_metadata["cbm"] - - defect_entry.calculation_metadata["vbm"], - } - } - ) - - return defect_entry - - def perform_all_corrections(self, defect_entry): - """ - Perform all corrections for a defect. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - # consider running freysoldt correction - required_frey_params = [ - "dielectric", - "axis_grid", - "bulk_planar_averages", - "defect_planar_averages", - # "unrelaxed_defect_structure", or if not present use guessed_initial_defect_structure, - # or defect_structure, or final_defect_structure - ] - run_freysoldt = len( - set(defect_entry.calculation_metadata.keys()).intersection(required_frey_params) - ) == len(required_frey_params) - if not run_freysoldt: - logger.info("Insufficient DefectEntry calculation_metadata exist for Freysoldt Correction.") - else: - defect_entry = self.perform_freysoldt(defect_entry) - - # consider running kumagai correction - required_kumagai_params = [ - "dielectric", - "bulk_atomic_site_averages", - "defect_atomic_site_averages", - "site_matching_indices", - # "unrelaxed_defect_structure", or if not present use guessed_initial_defect_structure, - # or defect_structure, or final_defect_structure - ] - run_kumagai = len( - set(defect_entry.calculation_metadata.keys()).intersection(required_kumagai_params) - ) == len(required_kumagai_params) - if not run_kumagai: - logger.info("Insufficient DefectEntry calculation_metadata exist for Kumagai Correction.") - else: - try: - defect_entry = self.perform_kumagai(defect_entry) - except Exception: - logger.info("Kumagai correction error occurred! Won't perform correction.") - - # add potalign based on preferred correction setting if it does not already exist in defect entry - if self.preferred_cc == "freysoldt": - if "freysoldt_meta" in defect_entry.calculation_metadata: - potalign = defect_entry.calculation_metadata["freysoldt_meta"]["freysoldt_potalign"] - defect_entry.calculation_metadata["potalign"] = potalign - elif "kumagai_meta" in defect_entry.calculation_metadata: - logger.info( - "WARNING: was not able to use potalign from Freysoldt correction, " - "using Kumagai value for purposes of band filling correction." - ) - potalign = defect_entry.calculation_metadata["kumagai_meta"]["kumagai_potalign"] - defect_entry.calculation_metadata["potalign"] = potalign - else: - if "kumagai_meta" in defect_entry.calculation_metadata: - potalign = defect_entry.calculation_metadata["kumagai_meta"]["kumagai_potalign"] - defect_entry.calculation_metadata["potalign"] = potalign - elif "freysoldt_meta" in defect_entry.calculation_metadata: - logger.info( - "WARNING: was not able to use potalign from Kumagai correction, " - "using Freysoldt value for purposes of band filling correction." - ) - potalign = defect_entry.calculation_metadata["freysoldt_meta"]["freysoldt_potalign"] - defect_entry.calculation_metadata["potalign"] = potalign - - # consider running band filling correction - required_bandfilling_params = [ - "eigenvalues", - "kpoint_weights", - "potalign", - "vbm", - "cbm", - "run_metadata", - ] - run_bandfilling = len( - set(defect_entry.calculation_metadata.keys()).intersection(required_bandfilling_params) - ) == len(required_bandfilling_params) - if run_bandfilling and ( - (defect_entry.calculation_metadata["vbm"] is None) - or (defect_entry.calculation_metadata["cbm"] is None) - or (defect_entry.calculation_metadata["potalign"] is None) - ): - run_bandfilling = False - - if not run_bandfilling: - logger.info("Insufficient DefectEntry calculation_metadata exist for BandFilling Correction.") - else: - defect_entry = self.perform_bandfilling(defect_entry) - - return defect_entry - - @staticmethod - def perform_freysoldt(defect_entry): - """ - Perform Freysoldt correction. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - FC = FreysoldtCorrection(defect_entry.calculation_metadata["dielectric"]) - freycorr = FC.get_correction(defect_entry) - - freysoldt_meta = FC.metadata.copy() - freysoldt_meta["freysoldt_potalign"] = defect_entry.calculation_metadata["potalign"] - freysoldt_meta["freysoldt_electrostatic"] = freycorr["freysoldt_electrostatic"] - freysoldt_meta["freysoldt_potential_alignment_correction"] = freycorr[ - "freysoldt_potential_alignment" - ] - defect_entry.calculation_metadata.update({"freysoldt_meta": freysoldt_meta}) - return defect_entry - - @staticmethod - def perform_kumagai(defect_entry): - """ - Perform Kumagai correction. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - gamma = ( - defect_entry.calculation_metadata["gamma"] - if "gamma" in defect_entry.calculation_metadata - else None - ) - sampling_radius = ( - defect_entry.calculation_metadata["sampling_radius"] - if "sampling_radius" in defect_entry.calculation_metadata - else None - ) - - KC = KumagaiCorrection( - defect_entry.calculation_metadata["dielectric"], - sampling_radius=sampling_radius, - gamma=gamma, - ) - kumagaicorr = KC.get_correction(defect_entry) - - kumagai_meta = dict(KC.metadata.items()) - kumagai_meta["kumagai_potalign"] = defect_entry.calculation_metadata["potalign"] - kumagai_meta["kumagai_electrostatic"] = kumagaicorr["kumagai_electrostatic"] - kumagai_meta["kumagai_potential_alignment_correction"] = kumagaicorr["kumagai_potential_alignment"] - defect_entry.calculation_metadata.update({"kumagai_meta": kumagai_meta}) - return defect_entry - - @staticmethod - def perform_bandfilling(defect_entry): - """ - Perform bandfilling correction. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - BFC = BandFillingCorrection() - bfc_dict = BFC.get_correction(defect_entry) - - bandfilling_meta = defect_entry.calculation_metadata["bandfilling_meta"].copy() - bandfilling_meta.update({"bandfilling_correction": bfc_dict["bandfilling_correction"]}) - defect_entry.calculation_metadata.update( - { - "bandfilling_meta": bandfilling_meta, - # also update free holes and electrons for shallow level shifting correction... - "num_hole_vbm": bandfilling_meta["num_hole_vbm"], - "num_elec_cbm": bandfilling_meta["num_elec_cbm"], - } - ) - return defect_entry - - def delocalization_analysis(self, defect_entry): - """ - Do delocalization analysis. To do this, one considers: i) sampling - region of planar averaged electrostatic potential (freysoldt approach) - ii) sampling region of atomic site averaged potentials (kumagai - approach) iii) structural relaxation amount outside of radius - considered in kumagai approach (default is wigner seitz radius) iv) if - defect is not a vacancy type -> track to see how much the defect has - moved. - - calculations that fail delocalization get "is_compatibile" set to False - in calculation_metadata also calculation_metadata receives a "delocalization_meta" with - following dict: plnr_avg = {'is_compatible': True/False, - 'metadata': metadata used for determining this} atomic_site = - {'is_compatible': True/False, 'metadata': metadata used for determining - this} structure_relax = {'is_compatible': True/False, 'metadata': - metadata used for determining this} defectsite_relax = - {'is_compatible': True/False, 'metadata': metadata used for determining - this} - """ - defect_entry.calculation_metadata.update( - {"is_compatible": True} - ) # this will be switched to False if delocalization is detected - - if "freysoldt_meta" in defect_entry.calculation_metadata: - defect_entry = self.check_freysoldt_delocalized(defect_entry) - else: - logger.info( - "Insufficient information provided for performing Freysoldt " - "correction delocalization analysis.\n" - "Cannot perform planar averaged electrostatic potential " - "compatibility analysis." - ) - - if "kumagai_meta" in defect_entry.calculation_metadata: - defect_entry = self.check_kumagai_delocalized(defect_entry) - else: - logger.info( - "Insufficient information provided for performing Kumagai " - "correction delocalization analysis.\n" - "Cannot perform atomic site averaged electrostatic " - "potential compatibility analysis." - ) - - req_struct_delocal_params = [ - "final_defect_structure", - "guessed_initial_defect_structure", - "sampling_radius", - "defect_frac_sc_coords", - ] - run_struct_delocal = len( - set(defect_entry.calculation_metadata.keys()).intersection(req_struct_delocal_params) - ) == len(req_struct_delocal_params) - if run_struct_delocal: - defect_entry = self.check_final_relaxed_structure_delocalized(defect_entry) - else: - logger.info( - "Insufficient information provided in defect_entry.calculation_metadata. " - "Cannot perform full structure site relaxation compatibility analysis." - ) - - return defect_entry - - def check_freysoldt_delocalized(self, defect_entry): - """ - Check for Freysoldt delocalization. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - plnr_avg_analyze_meta = {} - plnr_avg_allows_compatible = True - for ax in range(3): - freystats = defect_entry.calculation_metadata["freysoldt_meta"]["pot_corr_uncertainty_md"][ax][ - "stats" - ] - - frey_variance_compatible = freystats["variance"] <= self.plnr_avg_var_tol - frey_window = abs(freystats["minmax"][1] - freystats["minmax"][0]) - frey_minmax_compatible = frey_window <= self.plnr_avg_minmax_tol - - plnr_avg_analyze_meta.update( - { - ax: { - "frey_variance_compatible": frey_variance_compatible, - "frey_variance": freystats["variance"], - "plnr_avg_var_tol": self.plnr_avg_var_tol, - "frey_minmax_compatible": frey_minmax_compatible, - "frey_minmax_window": frey_window, - "plnr_avg_minmax_tol": self.plnr_avg_minmax_tol, - } - } - ) - - if (not frey_variance_compatible) or (not frey_minmax_compatible): - plnr_avg_allows_compatible = False - - if "delocalization_meta" not in defect_entry.calculation_metadata.keys(): - defect_entry.calculation_metadata["delocalization_meta"] = {} - defect_entry.calculation_metadata["delocalization_meta"].update( - { - "plnr_avg": { - "is_compatible": plnr_avg_allows_compatible, - "metadata": plnr_avg_analyze_meta, - } - } - ) - - if not plnr_avg_allows_compatible: - defect_entry.calculation_metadata.update({"is_compatible": False}) - - return defect_entry - - def check_kumagai_delocalized(self, defect_entry): - """ - Check for Kumagai delocalization. - - Args: - defect_entry (DefectEntry): Defect to correct. - - Returns: - Corrected DefectEntry - """ - atomic_site_analyze_meta = {} - kumagaistats = defect_entry.calculation_metadata["kumagai_meta"]["pot_corr_uncertainty_md"][ - "stats" - ] - - kumagai_variance_compatible = kumagaistats["variance"] <= self.atomic_site_var_tol - kumagai_window = abs(kumagaistats["minmax"][1] - kumagaistats["minmax"][0]) - kumagai_minmax_compatible = kumagai_window <= self.atomic_site_minmax_tol - - atomic_site_analyze_meta.update( - { - "kumagai_variance_compatible": kumagai_variance_compatible, - "kumagai_variance": kumagaistats["variance"], - "atomic_site_var_tol": self.atomic_site_var_tol, - "kumagai_minmax_compatible": kumagai_minmax_compatible, - "kumagai_minmax_window": kumagai_window, - "plnr_avg_minmax_tol": self.atomic_site_minmax_tol, - } - ) - - atomic_site_allows_compatible = kumagai_variance_compatible and kumagai_minmax_compatible - - if "delocalization_meta" not in defect_entry.calculation_metadata.keys(): - defect_entry.calculation_metadata["delocalization_meta"] = {} - defect_entry.calculation_metadata["delocalization_meta"].update( - { - "atomic_site": { - "is_compatible": atomic_site_allows_compatible, - "metadata": atomic_site_analyze_meta, - } - } - ) - - if not atomic_site_allows_compatible: - defect_entry.calculation_metadata.update({"is_compatible": False}) - - return defect_entry - - def check_final_relaxed_structure_delocalized(self, defect_entry): - """ - NOTE this assumes initial and final structures have sites indexed in - same way. - """ - structure_relax_analyze_meta = {} - initial_defect_structure = defect_entry.calculation_metadata["guessed_initial_defect_structure"] - final_defect_structure = defect_entry.calculation_metadata["final_defect_structure"] - radius_to_sample = defect_entry.calculation_metadata["sampling_radius"] - def_frac_coords = defect_entry.calculation_metadata["defect_frac_sc_coords"] - - initsites = [site.frac_coords for site in initial_defect_structure] - finalsites = [site.frac_coords for site in final_defect_structure] - distmatrix = initial_defect_structure.lattice.get_all_distances(finalsites, initsites) - - # calculate distance moved as a function of the distance from the defect - distdata = [] - totpert = 0.0 - defindex = None - for ind, site in enumerate(initial_defect_structure.sites): - if site.distance_and_image_from_frac_coords(def_frac_coords)[0] < 0.01: - defindex = ind - continue - - totpert += distmatrix[ind, ind] - # append [distance to defect, distance traveled, index in structure] - distance_to_defect = initial_defect_structure.lattice.get_distance_and_image( - def_frac_coords, initsites[ind] - )[0] - distdata.append([distance_to_defect, distmatrix[ind, ind], int(ind)]) - - if defindex is None and not isinstance(defect_entry.defect, Vacancy): - raise ValueError( - "fractional coordinate for defect could not be identified in " - "guessed_initial_defect_structure" - ) - - distdata.sort() - tot_relax_outside_rad = 0.0 - perc_relax_outside_rad = 0.0 - for _newind, d in enumerate(distdata): - perc_relax = 100 * d[1] / totpert if totpert else 0.0 - d.append(perc_relax) # percentage contribution to total relaxation - if d[0] > radius_to_sample: - tot_relax_outside_rad += d[1] - perc_relax_outside_rad += d[3] - - structure_tot_relax_compatible = tot_relax_outside_rad <= self.tot_relax_tol - structure_perc_relax_compatible = not ( - perc_relax_outside_rad > self.perc_relax_tol and totpert >= 1.0 - ) - structure_relax_analyze_meta.update( - { - "structure_tot_relax_compatible": structure_tot_relax_compatible, - "tot_relax_outside_rad": tot_relax_outside_rad, - "tot_relax_tol": self.tot_relax_tol, - "structure_perc_relax_compatible": structure_perc_relax_compatible, - "perc_relax_outside_rad": perc_relax_outside_rad, - "perc_relax_tol": self.perc_relax_tol, - "full_structure_relax_data": distdata, - "defect_index": defindex, - } - ) - - structure_relax_allows_compatible = ( - structure_tot_relax_compatible and structure_perc_relax_compatible - ) - - # NEXT: do single defect delocalization analysis (requires similar data, so might as well run in - # tandem with structural delocalization) - defectsite_relax_analyze_meta = {} - if isinstance(defect_entry.defect, Vacancy): - defectsite_relax_allows_compatible = True - defectsite_relax_analyze_meta.update( - { - "relax_amount": None, - "defect_tot_relax_tol": self.defect_tot_relax_tol, - } - ) - else: - defect_relax_amount = distmatrix[defindex, defindex] - defectsite_relax_allows_compatible = defect_relax_amount <= self.defect_tot_relax_tol - defectsite_relax_analyze_meta.update( - { - "relax_amount": defect_relax_amount, - "defect_tot_relax_tol": self.defect_tot_relax_tol, - } - ) - - if "delocalization_meta" not in defect_entry.calculation_metadata.keys(): - defect_entry.calculation_metadata["delocalization_meta"] = {} - defect_entry.calculation_metadata["delocalization_meta"].update( - { - "defectsite_relax": { - "is_compatible": defectsite_relax_allows_compatible, - "metadata": defectsite_relax_analyze_meta, - } - } - ) - defect_entry.calculation_metadata["delocalization_meta"].update( - { - "structure_relax": { - "is_compatible": structure_relax_allows_compatible, - "metadata": structure_relax_analyze_meta, - } - } - ) - - if (not structure_relax_allows_compatible) or (not defectsite_relax_allows_compatible): - defect_entry.calculation_metadata.update({"is_compatible": False}) - - return defect_entry diff --git a/doped/utils/legacy_pmg/thermodynamics.py b/doped/utils/legacy_pmg/thermodynamics.py index 888fb570..65ec5066 100644 --- a/doped/utils/legacy_pmg/thermodynamics.py +++ b/doped/utils/legacy_pmg/thermodynamics.py @@ -119,7 +119,9 @@ def from_dict(cls, d): Returns: DefectPhaseDiagram object """ - warnings.filterwarnings("ignore", "Use of properties is") + warnings.filterwarnings( + "ignore", "Use of properties is" + ) # `message` only needs to match start of message entries = [DefectEntry.from_dict(entry_dict) for entry_dict in d.get("entries")] vbm = d["vbm"] band_gap = d["band_gap"] @@ -156,7 +158,7 @@ def _formation_energy(self, defect_entry, chemical_potentials=None, fermi_level= Values are float numbers equal to the atomic chemical potential for that element. fermi_level (float): Value corresponding to the electron chemical potential. If "vbm" is supplied in calculation_metadata dict, then fermi_level is referenced to - the VBM. "vbm" is NOT supplied in calculation_metadata dict, then fermi_level is + the VBM. If "vbm" is NOT supplied in calculation_metadata dict, then fermi_level is referenced to the calculation's absolute Kohn-Sham potential (and should include the vbm value provided by a band structure calculation). diff --git a/doped/utils/parsing.py b/doped/utils/parsing.py index 1b5e4c16..aa1eb976 100644 --- a/doped/utils/parsing.py +++ b/doped/utils/parsing.py @@ -36,7 +36,9 @@ def get_vasprun(vasprun_path, **kwargs): "ignore", category=UnknownPotcarWarning ) # Ignore unknown POTCAR warnings when loading vasprun.xml # pymatgen assumes the default PBE with no way of changing this within get_vasprun()) - warnings.filterwarnings("ignore", message="No POTCAR file with matching TITEL fields") + warnings.filterwarnings( + "ignore", message="No POTCAR file with matching TITEL fields" + ) # `message` only needs to match start of message try: vasprun = Vasprun(find_archived_fname(vasprun_path), **kwargs) except FileNotFoundError: @@ -138,8 +140,17 @@ def get_defect_site_idxs_and_unrelaxed_structure( vacancies/substitutions, and the pristine bulk structure with the _final_ relaxed interstitial site for interstitials. - Contributed by Dr. Alex Ganose (@ Imperial Chemistry) and refactored for - extrinsic species and code efficiency/robustness improvements. + Initially contributed by Dr. Alex Ganose (@ Imperial Chemistry) and + refactored for extrinsic species and code efficiency/robustness improvements. + + Returns: + bulk_site_idx: index of the site in the bulk structure that corresponds + to the defect site in the defect structure + defect_site_idx: index of the defect site in the defect structure + unrelaxed_defect_structure: pristine defect supercell structure for + vacancies/substitutions (i.e. pristine bulk with unrelaxed vacancy/ + substitution), or the pristine bulk structure with the _final_ + relaxed interstitial site for interstitials. """ def get_species_from_composition_diff(composition_diff, el_change): @@ -175,8 +186,8 @@ def find_nearest_species( )[0] if len(site_matches.shape) == 0: - # # if there are any other matches with a distance within unique_tolerance of the located - # # site then unique matching failed + # if there are any other matches with a distance within unique_tolerance of the located site + # then unique matching failed if ( len(distance_matrix[distance_matrix < distance_matrix[site_matches] * unique_tolerance]) > 1 @@ -396,6 +407,11 @@ def reorder_s1_like_s2(s1_structure: Structure, s2_structure: Structure, thresho # Reorder s1_structure so that it matches the ordering of s2_structure reordered_sites = [s1_structure[tmp[2]] for tmp in mapping] + + # avoid warning about selective_dynamics properties (can happen if user explicitly set "T T T" (or + # otherwise) for the bulk): + warnings.filterwarnings("ignore", message="Not all sites have property") + new_structure = Structure.from_sites(reordered_sites) assert len(new_structure) == len(s1_structure) diff --git a/doped/utils/wyckoff.py b/doped/utils/wyckoff.py index c0e436e9..23cfd500 100644 --- a/doped/utils/wyckoff.py +++ b/doped/utils/wyckoff.py @@ -98,12 +98,12 @@ def _get_sga(struct, symprec=0.01): raise ValueError("Could not get SpacegroupAnalyzer object of input structure!") # well shiiii... -def _get_all_equiv_sites(frac_coords, struct, symm_ops=None): +def _get_all_equiv_sites(frac_coords, struct, symm_ops=None, symprec=0.01): """ Get all equivalent sites of the input fractional coordinates in struct. """ if symm_ops is None: - sga = _get_sga(struct) + sga = _get_sga(struct, symprec=symprec) symm_ops = sga.get_symmetry_operations() dummy_site = PeriodicSite("X", frac_coords, struct.lattice) @@ -128,20 +128,20 @@ def _get_all_equiv_sites(frac_coords, struct, symm_ops=None): return x_sites -def _get_symm_dataset_of_struc_with_all_equiv_sites(frac_coords, struct, symm_ops=None): +def _get_symm_dataset_of_struc_with_all_equiv_sites(frac_coords, struct, symm_ops=None, symprec=0.01): unique_sites = _get_all_equiv_sites(frac_coords, struct, symm_ops) - sga_with_all_X = _get_sga_with_all_X(struct, unique_sites) + sga_with_all_X = _get_sga_with_all_X(struct, unique_sites, symprec=symprec) return sga_with_all_X.get_symmetry_dataset(), unique_sites -def _get_sga_with_all_X(struct, unique_sites): +def _get_sga_with_all_X(struct, unique_sites, symprec=0.01): """ Add all sites in unique_sites to a _copy_ of struct and return SpacegroupAnalyzer of this new structure. """ struct_with_all_X = struct.copy() struct_with_all_X.sites += unique_sites - return _get_sga(struct_with_all_X) + return _get_sga(struct_with_all_X, symprec=symprec) def _get_equiv_frac_coords_in_primitive( @@ -209,15 +209,56 @@ def _rotate_and_get_supercell_matrix(prim_struct, target_struct): supercell_matrix = mapping[2] rotation_symmop = SymmOp.from_rotation_and_translation( rotation_matrix=rotation_matrix.T - ) # Transpose = inverse of rotation matrices (orthogonal matrices), better numerical - # stability + ) # Transpose = inverse of rotation matrices (orthogonal matrices), better numerical stability output_prim_struct = prim_struct.copy() output_prim_struct.apply_operation(rotation_symmop) clean_prim_struct_dict = _round_floats(output_prim_struct.as_dict()) return Structure.from_dict(clean_prim_struct_dict), supercell_matrix -def get_wyckoff(frac_coords, struct, symm_ops: Optional[list] = None, equiv_sites=False): +def _get_supercell_matrix_and_possibly_rotate_prim(prim_struct, target_struct): + """ + Determines the supercell transformation matrix to convert from the + primitive structure to the target structure. The supercell matrix is + defined to be T in `T*P = S` where P and S. + + are the primitive and supercell lattice matrices respectively. + Equivalently, multiplying `prim_struct * T` will give the target_struct. + + First tries to determine a simple (integer) transformation matrix with no + basis set rotation required. If that fails, then defaults to using + _rotate_and_get_supercell_matrix. + + Args: + prim_struct: pymatgen Structure object of the primitive cell. + target_struct: pymatgen Structure object of the target cell. + + Returns: + prim_struct: rotated primitive structure, if needed. + supercell_matrix: supercell transformation matrix to convert from the + primitive structure to the target structure. + """ + try: + # supercell transform matrix is T in `T*P = S` (P = prim, S = super), so `T = S*P^-1`: + transformation_matrix = np.rint( + target_struct.lattice.matrix @ np.linalg.inv(prim_struct.lattice.matrix) + ) + if not np.allclose( + (prim_struct * transformation_matrix).lattice.matrix, + target_struct.lattice.matrix, + rtol=5e-3, + ): + raise ValueError # if non-integer transformation matrix + + return prim_struct, transformation_matrix + + except ValueError: # if non-integer transformation matrix + prim_struct, transformation_matrix = _rotate_and_get_supercell_matrix(prim_struct, target_struct) + + return prim_struct, transformation_matrix + + +def get_wyckoff(frac_coords, struct, symm_ops: Optional[list] = None, equiv_sites=False, symprec=0.01): """ Get the Wyckoff label of the input fractional coordinates in the input structure. If the symmetry operations of the structure have already been @@ -233,9 +274,11 @@ def get_wyckoff(frac_coords, struct, symm_ops: Optional[list] = None, equiv_site will recompute these from the input struct. equiv_sites: If True, also returns a list of equivalent sites in struct. + symprec: + Symmetry precision for SpacegroupAnalyzer. """ symm_dataset, unique_sites = _get_symm_dataset_of_struc_with_all_equiv_sites( - frac_coords, struct, symm_ops + frac_coords, struct, symm_ops, symprec=symprec ) conv_cell_factor = len(symm_dataset["std_positions"]) / len(symm_dataset["wyckoffs"]) multiplicity = int(conv_cell_factor * len(unique_sites)) diff --git a/doped/vasp.py b/doped/vasp.py index ceeb72e0..90622bd4 100644 --- a/doped/vasp.py +++ b/doped/vasp.py @@ -9,6 +9,7 @@ from typing import Dict, List, Optional, Tuple, Union, cast import numpy as np +from monty.io import zopen from monty.json import MSONable from monty.serialization import dumpfn, loadfn from pymatgen.core import SETTINGS @@ -64,26 +65,32 @@ def deep_dict_update(d: dict, u: dict) -> dict: ) # only POTCAR settings, not set in other *Set.yamls singleshot_incar_settings = { "EDIFF": 1e-6, # tight EDIFF for final energy and converged DOS - "NSW": 0, # no ionic relaxation" - "IBRION": -1, # no ionic relaxation" + "EDIFFG": None, # no ionic relaxation, remove to avoid confusion + "IBRION": -1, # no ionic relaxation + "NSW": 0, # no ionic relaxation + "POTIM": None, # no ionic relaxation, remove to avoid confusion } -def _test_potcar_functional_choice(potcar_functional): +def _test_potcar_functional_choice( + potcar_functional: UserPotcarFunctional = "PBE", symbols: Optional[List] = None +): """ Check if the potcar functional choice needs to be changed to match those available. """ test_potcar = None + if symbols is None: + symbols = ["Mg"] try: - test_potcar = Potcar(["Mg"], functional=potcar_functional) + test_potcar = Potcar(symbols, functional=potcar_functional) except OSError as e: # try other functional choices: if potcar_functional.startswith("PBE"): for pbe_potcar_string in ["PBE", "PBE_52", "PBE_54"]: with contextlib.suppress(OSError): - potcar_functional: UserPotcarFunctional = pbe_potcar_string - test_potcar = Potcar(["Mg"], functional=potcar_functional) + potcar_functional = pbe_potcar_string + test_potcar = Potcar(symbols, functional=potcar_functional) break if test_potcar is None: @@ -93,10 +100,6 @@ def _test_potcar_functional_choice(potcar_functional): class DefectDictSet(DictSet): - """ - Extension to pymatgen DictSet object for VASP defect calculations. - """ - def __init__( self, structure: Structure, @@ -109,6 +112,8 @@ def __init__( **kwargs, ): """ + Extension to pymatgen DictSet object for VASP defect calculations. + Args: structure (Structure): pymatgen Structure object of the defect supercell charge_state (int): Charge of the defect structure @@ -135,8 +140,9 @@ def __init__( fractional coordinates of initial site and charge state. **kwargs: Additional kwargs to pass to DictSet. """ - self.potcars = kwargs.pop("potcars", True) # to allow testing on GH Actions + _ignore_pmg_warnings() self.charge_state = charge_state + self.potcars = self._check_user_potcars(unperturbed_poscar=True, snb=False) self.poscar_comment = ( poscar_comment if poscar_comment is not None @@ -164,16 +170,6 @@ def __init__( ) relax_set["INCAR"].update(user_incar_settings) - if ( - "EDIFFG" not in user_incar_settings - and relax_set["INCAR"]["IBRION"] == -1 - and relax_set["INCAR"]["NSW"] == 0 - ): - # singlepoint calc, remove EDIFFG & POTIM from INCAR to avoid confusion: - for key in ["EDIFFG", "POTIM"]: - if key in relax_set["INCAR"]: - del relax_set["INCAR"][key] - # if "length" in user kpoint settings then pop reciprocal_density and use length instead if relax_set["KPOINTS"].get("length") or ( user_kpoints_settings is not None @@ -226,13 +222,27 @@ def incar(self): "also have triplet (NUPDOWN=2), but energy diff typically small." ) - except Exception as e: + except Exception as e: # POTCARs unavailable, so NELECT and NUPDOWN can't be set + # if it's a neutral defect, then this is ok (warn the user and write files), otherwise break + if self.charge_state != 0: + raise ValueError( + "NELECT (i.e. supercell charge) and NUPDOWN (i.e. spin state) INCAR flags cannot be " + "set due to the non-availability of POTCARs!\n(see the doped docs Installation page: " + "https://doped.readthedocs.io/en/latest/Installation.html for instructions on setting " + "this up)." + ) from e + warnings.warn( - f"NELECT and NUPDOWN flags are not set due to non-availability of POTCARs; " - f"got error: {e}" + f"NUPDOWN (i.e. spin state) INCAR flag cannot be set due to the non-availability of " + f"POTCARs!\n(see the doped docs Installation page: " + f"https://doped.readthedocs.io/en/latest/Installation.html for instructions on setting " + f"this up). As this is a neutral supercell, the INCAR file will be written without this " + f"flag, but it is often important to explicitly set this spin state in VASP to avoid " + f"unphysical solutions, and POTCARs are also needed to set the charge state (i.e. " + f"NELECT) of charged defect supercells. Got error:\n{e}" ) - if "KPAR" in incar_obj and self.user_kpoints_settings.get("comment", "").startswith("Γ-only"): + if "KPAR" in incar_obj and np.prod(self.kpoints.kpts[0]) == 1: # check KPAR setting is reasonable for number of KPOINTS warnings.warn("KPOINTS are Γ-only (i.e. only one kpoint), so KPAR is being set to 1") incar_obj["KPAR"] = "1 # Only one k-point (Γ-only)" @@ -248,7 +258,7 @@ def potcar(self) -> Potcar: """ if self.potcars: self.user_potcar_functional: UserPotcarFunctional = _test_potcar_functional_choice( - self.user_potcar_functional + self.user_potcar_functional, self.potcar_symbols ) return super(self.__class__, self).potcar @@ -257,7 +267,14 @@ def poscar(self) -> Poscar: """ Return Poscar object with comment. """ - return Poscar(self.structure, comment=self.poscar_comment) + unsorted_poscar = Poscar(self.structure, comment=self.poscar_comment) + + # check if POSCAR should be sorted: + if len(unsorted_poscar.site_symbols) == len(set(unsorted_poscar.site_symbols)): + # no duplicates, return poscar as is + return unsorted_poscar + + return Poscar(self.structure, comment=self.poscar_comment, sort_structure=True) @property def kpoints(self): @@ -282,7 +299,19 @@ def kpoints(self): return pmg_kpoints - def _check_user_potcars(self, unperturbed_poscar: bool = False) -> bool: + def _recode_kpoints(self): + """ + Reformat the kpoints comment, as there is a rare encoding error that + can happen on some old HPCs, so change Γ to Gamma and Å to Angstrom in + KPOINTS comment. + """ + kpoints_settings = self.kpoints.as_dict() + kpoints_settings["comment"] = ( + kpoints_settings["comment"].replace("Å⁻³", "Angstrom^(-3)").replace("Γ", "Gamma") + ) + self.user_kpoints_settings = Kpoints.from_dict(kpoints_settings) + + def _check_user_potcars(self, unperturbed_poscar: bool = False, snb: bool = False) -> bool: """ Check and warn the user if POTCARs are not set up with pymatgen. """ @@ -291,16 +320,24 @@ def _check_user_potcars(self, unperturbed_poscar: bool = False) -> bool: potcar_warning_string = ( "POTCAR directory not set up with pymatgen (see the doped docs Installation page: " "https://doped.readthedocs.io/en/latest/Installation.html for instructions on setting " - "this up). This is required to generate `POTCAR` and `INCAR` files (to set `NELECT` and " - "`NUPDOWN`)" + "this up). This is required to generate `POTCAR` files and set the `NELECT` and " + "`NUPDOWN` `INCAR` tags" ) if unperturbed_poscar: - warnings.warn( - f"{potcar_warning_string}, so only (unperturbed) `POSCAR` and `KPOINTS` files will " - f"be generated." - ) - else: + if self.charge_state != 0: + warnings.warn( # snb is hidden flag for ShakeNBreak (as the POSCARs aren't + # unperturbed in that case) + f"{potcar_warning_string}, so only {'' if snb else '(unperturbed) '}`POSCAR` and " + f"`KPOINTS` files will be generated." + ) + return False + + elif self.charge_state != 0: # only KPOINTS can be written so no good raise ValueError(f"{potcar_warning_string}, so no input files will be generated.") + + # if at this point, means charge_state == 0, so neutral INCAR can be generated + warnings.warn(f"{potcar_warning_string}, so `POTCAR` files will not be generated.") + return False return True @@ -308,54 +345,91 @@ def _check_user_potcars(self, unperturbed_poscar: bool = False) -> bool: def write_input( self, output_dir: str, + unperturbed_poscar: bool = True, make_dir_if_not_present: bool = True, include_cif: bool = False, potcar_spec: bool = False, zip_output: bool = False, + snb: bool = False, ): """ Writes out all input to a directory. Refactored slightly from pymatgen DictSet.write_input() to allow checking of user POTCAR setup. - Copied from DictSet.write_input() docstring: Args: - output_dir (str): Directory to output the VASP input files + output_dir (str): Directory to output the VASP input files. + unperturbed_poscar (bool): + If True, write the unperturbed defect POSCAR to the generated + folder as well. (default: True) make_dir_if_not_present (bool): Set to True if you want the directory (and the whole path) to be created if it is not - present. + present. (default: True) include_cif (bool): Whether to write a CIF file in the output - directory for easier opening by VESTA. + directory for easier opening by VESTA. (default: False) potcar_spec (bool): Instead of writing the POTCAR, write a "POTCAR.spec". This is intended to help sharing an input set with people who might not have a license to specific Potcar files. Given a "POTCAR.spec", the specific POTCAR file can be re-generated using pymatgen with the - "generate_potcar" function in the pymatgen CLI. - zip_output (bool): Whether to zip each VASP input file written to the output directory. + "generate_potcar" function in the pymatgen CLI. (default: False) + zip_output (bool): Whether to zip each VASP input file written to the + output directory. (default: False) + snb (bool): If input structures are from ShakeNBreak (so POSCARs aren't + 'unperturbed'). (default: False) """ if not potcar_spec: - self._check_user_potcars(unperturbed_poscar=True) + potcars = self._check_user_potcars(unperturbed_poscar=unperturbed_poscar, snb=snb) + else: + potcars = True - try: - super().write_input( - output_dir, - make_dir_if_not_present=make_dir_if_not_present, - include_cif=include_cif, - potcar_spec=potcar_spec, - zip_output=zip_output, - ) - except UnicodeEncodeError: - kpoints_settings = self.kpoints.as_dict() - kpoints_settings["comment"] = ( - kpoints_settings["comment"].replace("Å⁻³", "Angstrom^(-3)").replace("Γ", "Gamma") - ) - self.user_kpoints_settings = Kpoints.from_dict(kpoints_settings) - super().write_input( - output_dir, - make_dir_if_not_present=make_dir_if_not_present, - include_cif=include_cif, - potcar_spec=potcar_spec, - zip_output=zip_output, - ) + if unperturbed_poscar and potcars: # write everything, use DictSet.write_input() + try: + super().write_input( + output_dir, + make_dir_if_not_present=make_dir_if_not_present, + include_cif=include_cif, + potcar_spec=potcar_spec, + zip_output=zip_output, + ) + except UnicodeEncodeError: # likely KPOINTS comment encoding issue + self._recode_kpoints() + super().write_input( + output_dir, + make_dir_if_not_present=make_dir_if_not_present, + include_cif=include_cif, + potcar_spec=potcar_spec, + zip_output=zip_output, + ) + except ValueError as e: + if str(e).startswith("NELECT") and potcar_spec: + with zopen(os.path.join(output_dir, "POTCAR.spec"), "wt") as pot_spec_file: + pot_spec_file.write("\n".join(self.potcar_symbols)) + + self.kpoints.write_file(f"{output_dir}/KPOINTS") + self.poscar.write_file(f"{output_dir}/POSCAR") + + else: # use `write_file()`s rather than `write_input()` to avoid writing POSCARs/POTCARs + os.makedirs(output_dir, exist_ok=True) + + # if not POTCARs and charge_state not 0, but unperturbed POSCAR is true, then skip INCAR + # write attempt (unperturbed POSCARs and KPOINTS will be written, and user already warned): + if potcars or self.charge_state == 0 or not unperturbed_poscar: + self.incar.write_file(f"{output_dir}/INCAR") + + if potcars: + if potcar_spec: + with zopen(os.path.join(output_dir, "POTCAR.spec"), "wt") as pot_spec_file: + pot_spec_file.write("\n".join(self.potcar_symbols)) + else: + self.potcar.write_file(f"{output_dir}/POTCAR") + + try: + self.kpoints.write_file(f"{output_dir}/KPOINTS") + except UnicodeEncodeError: + self._recode_kpoints() + self.kpoints.write_file(f"{output_dir}/KPOINTS") + + if unperturbed_poscar: + self.poscar.write_file(f"{output_dir}/POSCAR") def scaled_ediff(natoms: int) -> float: @@ -371,16 +445,6 @@ def scaled_ediff(natoms: int) -> float: class DefectRelaxSet(MSONable): - """ - An object for generating input files for VASP defect relaxation - calculations from pymatgen `DefectEntry` (recommended) or `Structure` - objects. - - The supercell structure and charge state are taken from the `DefectEntry` - attributes, or if a `Structure` is provided, then from the - `defect_supercell` and `charge_state` input parameters. - """ - def __init__( self, defect_entry: Union[DefectEntry, Structure], @@ -393,10 +457,18 @@ def __init__( **kwargs, ): """ + An object for generating input files for VASP defect relaxation + calculations from pymatgen `DefectEntry` (recommended) or `Structure` + objects. + + The supercell structure and charge state are taken from the `DefectEntry` + attributes, or if a `Structure` is provided, then from the + `defect_supercell` and `charge_state` input parameters. + Creates attributes: - `DefectRelaxSet.vasp_gam` -> `DefectDictSet` for Gamma-point only - relaxation. Not needed if ShakeNBreak structure searching has been - performed (recommended), unless only Γ-point _k_-point sampling is + relaxation. Usually not needed if ShakeNBreak structure searching has + been performed (recommended), unless only Γ-point _k_-point sampling is required (converged) for your system, and no vasp_std calculations with multiple _k_-points are required (determined from kpoints settings). - `DefectRelaxSet.vasp_nkred_std` -> `DefectDictSet` for relaxation with a @@ -462,15 +534,15 @@ def __init__( user_potcar_settings (dict): Override the default POTCARs, e.g. {"Li": "Li_sv"}. See `doped/VASP_sets/PotcarSet.yaml` for the default `POTCAR` set. - **kwargs: Additional kwargs to pass to DictSet(). + **kwargs: Additional kwargs to pass to DefectDictSet(). Attributes: vasp_gam (DefectDictSet): - DefectDictSet for Gamma-point only relaxation. Not needed if - ShakeNBreak structure searching has been performed (recommended), - unless only Γ-point _k_-point sampling is required (converged) - for your system, and no vasp_std calculations with multiple - _k_-points are required (determined from kpoints settings). + DefectDictSet for Gamma-point only relaxation. Usually not needed + if ShakeNBreak structure searching has been performed + (recommended), unless only Γ-point _k_-point sampling is required + (converged) for your system, and no vasp_std calculations with + multiple _k_-points are required (determined from kpoints settings). vasp_nkred_std (DefectDictSet): DefectDictSet for relaxation with a non-Γ-only kpoint mesh, using `NKRED(X,Y,Z)` INCAR tag(s) to downsample kpoints for the HF exchange @@ -535,7 +607,7 @@ def __init__( if isinstance(self.defect_entry, Structure): self.defect_supercell = self.defect_entry - self.poscar_comment = ( + self.poscar_comment = self.dict_set_kwargs.pop("poscar_comment", None) or ( f"{self.defect_supercell.formula} {'+' if self.charge_state > 0 else ''}" f"{self.charge_state}" ) @@ -570,7 +642,7 @@ def __init__( else: name = self.defect_supercell.formula - self.poscar_comment = ( + self.poscar_comment = self.dict_set_kwargs.pop("poscar_comment", None) or ( f"{name} {approx_coords} {'+' if self.charge_state > 0 else ''}{self.charge_state}" ) @@ -809,7 +881,7 @@ def vasp_ncl(self) -> Optional[DefectDictSet]: # ignore warning with "KPAR", in case it's Γ-only with warnings.catch_warnings(): - warnings.filterwarnings("ignore", "KPAR") + warnings.filterwarnings("ignore", "KPAR") # `message` only needs to match start of message return DefectDictSet( self.defect_supercell, charge_state=self.defect_entry.charge_state, @@ -993,13 +1065,16 @@ def bulk_vasp_nkred_std(self) -> Optional[DefectDictSet]: if nkred_defect_dict_set is None: return None - user_incar_settings = copy.deepcopy(self.user_incar_settings) - if "KPAR" not in user_incar_settings: - user_incar_settings["KPAR"] = 2 # multiple k-points, likely quicker with this - user_incar_settings.update(singleshot_incar_settings) - user_incar_settings.update( # add NKRED settings - {k: v for k, v in nkred_defect_dict_set.incar.as_dict().items() if "NKRED" in k} - ) + if nkred_defect_dict_set._check_user_potcars(unperturbed_poscar=True, snb=False): + user_incar_settings = copy.deepcopy(self.user_incar_settings) + if "KPAR" not in user_incar_settings: + user_incar_settings["KPAR"] = 2 # multiple k-points, likely quicker with this + user_incar_settings.update(singleshot_incar_settings) + user_incar_settings.update( # add NKRED settings + {k: v for k, v in nkred_defect_dict_set.incar.as_dict().items() if "NKRED" in k} + ) + else: + user_incar_settings = {} return DefectDictSet( bulk_supercell, @@ -1057,7 +1132,7 @@ def bulk_vasp_ncl(self) -> Optional[DefectDictSet]: # ignore warning with "KPAR", in case it's Γ-only with warnings.catch_warnings(): - warnings.filterwarnings("ignore", "KPAR") + warnings.filterwarnings("ignore", "KPAR") # `message` only needs to match start of message return DefectDictSet( bulk_supercell, charge_state=0, @@ -1078,36 +1153,16 @@ def _get_output_dir(self, defect_dir: Optional[str] = None, subfolder: Optional[ return f"{defect_dir}/{subfolder}" if subfolder is not None else defect_dir - def _check_potcars_and_write_vasp_xxx_files( + def _write_vasp_xxx_files( self, defect_dir, subfolder, unperturbed_poscar, vasp_xxx_attribute, **kwargs ): output_dir = self._get_output_dir(defect_dir, subfolder) - if unperturbed_poscar: - vasp_xxx_attribute.write_input( - output_dir, - **kwargs, # kwargs to allow POTCAR testing on GH Actions - ) - - else: # use `write_file()`s rather than `write_input()` to avoid writing POSCARs - os.makedirs(output_dir, exist_ok=True) - if not kwargs.get("potcar_spec", False): - vasp_xxx_attribute._check_user_potcars(unperturbed_poscar=False) - vasp_xxx_attribute.incar.write_file(f"{output_dir}/INCAR") - try: - vasp_xxx_attribute.kpoints.write_file(f"{output_dir}/KPOINTS") - except UnicodeEncodeError: - # rare encoding error that can happen on some old HPCs, change Γ to Gamma and Å to Angstrom - # in KPOINTS comments - kpoints_settings = vasp_xxx_attribute.kpoints.as_dict() - kpoints_settings["comment"] = ( - kpoints_settings["comment"].replace("Å⁻³", "Angstrom^(-3)").replace("Γ", "Gamma") - ) - kpoints = Kpoints.from_dict(kpoints_settings) - kpoints.write_file(f"{output_dir}/KPOINTS") - - if self.user_potcar_functional is not None: # for GH Actions testing - vasp_xxx_attribute.potcar.write_file(f"{output_dir}/POTCAR") + vasp_xxx_attribute.write_input( + output_dir, + unperturbed_poscar, + **kwargs, # kwargs to allow POTCAR testing on GH Actions + ) if "bulk" not in defect_dir: # not a bulk supercell self.defect_entry.to_json(f"{output_dir}/{self.defect_entry.name}.json") @@ -1116,6 +1171,7 @@ def write_gam( self, defect_dir: Optional[str] = None, subfolder: Optional[str] = "vasp_gam", + unperturbed_poscar: bool = False, bulk: bool = False, **kwargs, ): @@ -1155,6 +1211,14 @@ def write_gam( `subfolder` = 'vasp_gam' by default. Setting `subfolder` to `None` will write the `vasp_gam` input files directly to the `` folder, with no subfolders created. + unperturbed_poscar (bool): + If True, write the unperturbed defect POSCAR to the generated + folder as well. Typically not recommended for use, as the + recommended workflow is to initially perform `vasp_gam` + ground-state structure searching using ShakeNBreak + (https://shakenbreak.readthedocs.io), then continue the + _`vasp_std`_ relaxations from the 'Groundstate' `CONTCAR`s. + (default: True) bulk (bool): If True, the input files for a singlepoint calculation of the bulk supercell are also written to "{formula}_bulk/{subfolder}". @@ -1165,10 +1229,10 @@ def write_gam( if defect_dir is None: defect_dir = self.defect_entry.name - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( defect_dir, subfolder, - unperturbed_poscar=True, + unperturbed_poscar=unperturbed_poscar, vasp_xxx_attribute=self.vasp_gam, **kwargs, ) @@ -1179,7 +1243,7 @@ def write_gam( formula = bulk_supercell.composition.get_reduced_formula_and_factor(iupac_ordering=True)[0] output_dir = os.path.dirname(defect_dir) if "/" in defect_dir else "." - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( f"{output_dir}/{formula}_bulk", subfolder, unperturbed_poscar=True, @@ -1239,8 +1303,8 @@ def write_std( `None` will write the `vasp_std` input files directly to the `` folder, with no subfolders created. unperturbed_poscar (bool): - If True, write the unperturbed defect POSCARs to the generated - folders as well. Not recommended, as the recommended workflow is + If True, write the unperturbed defect POSCAR to the generated + folder as well. Not recommended, as the recommended workflow is to initially perform `vasp_gam` ground-state structure searching using ShakeNBreak (https://shakenbreak.readthedocs.io), then continue the `vasp_std` relaxations from the 'Groundstate' @@ -1260,7 +1324,7 @@ def write_std( if defect_dir is None: defect_dir = self.defect_entry.name - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( defect_dir, subfolder, unperturbed_poscar=unperturbed_poscar, @@ -1274,7 +1338,7 @@ def write_std( formula = bulk_supercell.composition.get_reduced_formula_and_factor(iupac_ordering=True)[0] output_dir = os.path.dirname(defect_dir) if "/" in defect_dir else "." - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( f"{output_dir}/{formula}_bulk", subfolder, unperturbed_poscar=True, @@ -1340,8 +1404,8 @@ def write_nkred_std( to `None` will write the `vasp_nkred_std` input files directly to the `` folder, with no subfolders created. unperturbed_poscar (bool): - If True, write the unperturbed defect POSCARs to the generated - folders as well. Not recommended, as the recommended workflow is + If True, write the unperturbed defect POSCAR to the generated + folder as well. Not recommended, as the recommended workflow is to initially perform `vasp_gam` ground-state structure searching using ShakeNBreak (https://shakenbreak.readthedocs.io), then continue the `vasp_std` relaxations from the 'Groundstate` `CONTCAR`s. @@ -1359,7 +1423,7 @@ def write_nkred_std( if defect_dir is None: defect_dir = self.defect_entry.name - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( defect_dir, subfolder, unperturbed_poscar=unperturbed_poscar, @@ -1373,7 +1437,7 @@ def write_nkred_std( formula = bulk_supercell.composition.get_reduced_formula_and_factor(iupac_ordering=True)[0] output_dir = os.path.dirname(defect_dir) if "/" in defect_dir else "." - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( f"{output_dir}/{formula}_bulk", subfolder, unperturbed_poscar=True, @@ -1435,8 +1499,8 @@ def write_ncl( `None` will write the `vasp_ncl` input files directly to the `` folder, with no subfolders created. unperturbed_poscar (bool): - If True, write the unperturbed defect POSCARs to the generated - folders as well. Not recommended, as the recommended workflow is + If True, write the unperturbed defect POSCAR to the generated + folder as well. Not recommended, as the recommended workflow is to initially perform `vasp_gam` ground-state structure searching using ShakeNBreak (https://shakenbreak.readthedocs.io), then continue the `vasp_std` relaxations from the 'Groundstate' @@ -1457,7 +1521,7 @@ def write_ncl( if defect_dir is None: defect_dir = self.defect_entry.name - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( defect_dir, subfolder, unperturbed_poscar=unperturbed_poscar, @@ -1472,7 +1536,7 @@ def write_ncl( formula = bulk_supercell.composition.get_reduced_formula_and_factor(iupac_ordering=True)[0] # get output dir: (folder above defect_dir if defect_dir is a subfolder) output_dir = os.path.dirname(defect_dir) if "/" in defect_dir else "." - self._check_potcars_and_write_vasp_xxx_files( + self._write_vasp_xxx_files( f"{output_dir}/{formula}_bulk", subfolder, unperturbed_poscar=True, @@ -1504,8 +1568,8 @@ def write_all( If vasp_gam=True (not recommended) or self.vasp_std = None (i.e. Γ-only _k_-point sampling converged for the kpoints settings used), then outputs: - - vasp_gam -> Γ-point only defect relaxation. Not needed if ShakeNBreak - structure searching has been performed (recommended). + - vasp_gam -> Γ-point only defect relaxation. Usually not needed if + ShakeNBreak structure searching has been performed (recommended). By default, does not generate a `vasp_gam` folder unless `self.vasp_std` is None (i.e. only Γ-point sampling required for this system), as @@ -1620,6 +1684,7 @@ def write_all( self.write_gam( defect_dir=defect_dir, bulk=any("vasp_gam" in vasp_type for vasp_type in bulk_vasp), + unperturbed_poscar=unperturbed_poscar, **kwargs, ) @@ -1649,11 +1714,6 @@ def write_all( class DefectsSet(MSONable): - """ - An object for generating input files for VASP defect calculations from - doped/pymatgen `DefectEntry` objects. - """ - def __init__( self, defect_entries: Union[DefectsGenerator, Dict[str, DefectEntry], List[DefectEntry], DefectEntry], @@ -1665,12 +1725,14 @@ def __init__( **kwargs, # to allow POTCAR testing on GH Actions ): """ + An object for generating input files for VASP defect calculations from + doped/pymatgen `DefectEntry` objects. Creates a dictionary of: {defect_species: DefectRelaxSet}. DefectRelaxSet has the attributes: - `DefectRelaxSet.vasp_gam` -> `DefectDictSet` for Gamma-point only - relaxation. Not needed if ShakeNBreak structure searching has been - performed (recommended), unless only Γ-point _k_-point sampling is + relaxation. Usually not needed if ShakeNBreak structure searching has + been performed (recommended), unless only Γ-point _k_-point sampling is required (converged) for your system, and no vasp_std calculations with multiple _k_-points are required (determined from kpoints settings). - `DefectRelaxSet.vasp_nkred_std` -> `DefectDictSet` for relaxation with a @@ -1891,9 +1953,9 @@ def _format_defect_entries_input( @staticmethod def _write_defect(args): - defect_species, defect_entry, output_dir, unperturbed_poscar, vasp_gam, bulk, kwargs = args + defect_species, defect_relax_set, output_dir, unperturbed_poscar, vasp_gam, bulk, kwargs = args defect_dir = os.path.join(output_dir, defect_species) - defect_entry.write_all( + defect_relax_set.write_all( defect_dir=defect_dir, unperturbed_poscar=unperturbed_poscar, vasp_gam=vasp_gam, @@ -1929,8 +1991,8 @@ def write_files( If vasp_gam=True (not recommended) or self.vasp_std = None (i.e. Γ-only _k_-point sampling converged for the kpoints settings used), then outputs: - - vasp_gam -> Γ-point only defect relaxation. Not needed if ShakeNBreak - structure searching has been performed (recommended). + - vasp_gam -> Γ-point only defect relaxation. Usually not needed if + ShakeNBreak structure searching has been performed (recommended). By default, does not generate a `vasp_gam` folder unless `DefectRelaxSet.vasp_std` is None (i.e. only Γ-point sampling required @@ -2019,17 +2081,20 @@ def write_files( **kwargs: Keyword arguments to pass to `DefectDictSet.write_input()`. """ + # TODO: If POTCARs not setup, warn and only write neutral defect folders, with INCAR, KPOINTS and + # (if unperturbed_poscar) POSCAR? And bulk + args_list = [ ( defect_species, - defect_entry, + defect_relax_set, output_dir, unperturbed_poscar, vasp_gam, bulk if i == 0 else False, # only write bulk folder(s) for first defect kwargs, ) - for i, (defect_species, defect_entry) in enumerate(self.defect_sets.items()) + for i, (defect_species, defect_relax_set) in enumerate(self.defect_sets.items()) ] with Pool(processes=processes or cpu_count() - 1) as pool: for _ in tqdm( diff --git a/examples/CdTe/CdTe_latex_formation_energy_table_example.png b/examples/CdTe/CdTe_latex_formation_energy_table_example.png new file mode 100644 index 00000000..56333386 Binary files /dev/null and b/examples/CdTe/CdTe_latex_formation_energy_table_example.png differ diff --git a/examples/CdTe/Int_Te_3_1/vasp_ncl/OUTCAR.gz b/examples/CdTe/Int_Te_3_1/vasp_ncl/OUTCAR.gz new file mode 100755 index 00000000..3499ca80 Binary files /dev/null and b/examples/CdTe/Int_Te_3_1/vasp_ncl/OUTCAR.gz differ diff --git a/examples/CdTe/Int_Te_3_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id b/examples/CdTe/Int_Te_3_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id new file mode 100644 index 00000000..2328c7f2 --- /dev/null +++ b/examples/CdTe/Int_Te_3_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id @@ -0,0 +1 @@ +af878c340a4b8702c15066293a9186296fe7b0bd \ No newline at end of file diff --git a/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/OUTCAR.gz b/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/OUTCAR.gz new file mode 100644 index 00000000..6c0d9b8c Binary files /dev/null and b/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/OUTCAR.gz differ diff --git a/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id b/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id new file mode 100644 index 00000000..385e460d --- /dev/null +++ b/examples/CdTe/Int_Te_3_Unperturbed_1/vasp_ncl/vasprun.xml.gz.REMOVED.git-id @@ -0,0 +1 @@ +60449c3a27277462ee5c29fa00083d5692ed8706 \ No newline at end of file diff --git a/examples/dope_chemical_potentials.ipynb b/examples/dope_chemical_potentials.ipynb index da180546..0346d581 100644 --- a/examples/dope_chemical_potentials.ipynb +++ b/examples/dope_chemical_potentials.ipynb @@ -203,7 +203,7 @@ "entries = mpr.get_entries_in_chemsys(system) # get all entries in the chemical system\n", "pd = PhaseDiagram(entries) # create phase diagram object\n", "plotter = PDPlotter(pd, show_unstable=0.1, backend=\"matplotlib\") # plot phase diagram\n", - "plotter.show()" + "plotter.get_plot()" ] }, { @@ -331,7 +331,7 @@ ], "source": [ "plotter = PDPlotter(pd, show_unstable=0, backend=\"matplotlib\") # plot phase diagram\n", - "plotter.show()" + "plotter.get_plot()" ] }, { diff --git a/examples/dope_parsing_example.ipynb b/examples/dope_parsing_example.ipynb index 221e0a79..f6afaa8c 100644 --- a/examples/dope_parsing_example.ipynb +++ b/examples/dope_parsing_example.ipynb @@ -10,7 +10,7 @@ "- `vasprun.xml(.gz)`\n", "- Either:\n", " - `OUTCAR(.gz)`, if using the Kumagai-Oba (eFNV) charge correction scheme (compatible with isotropic\n", - " or anisotropic (non-cubic) dielectric constants; recommended), or\n", + " or anisotropic (non-cubic) dielectric constants; **recommended**), or\n", " - `LOCPOT(.gz)`, if using the Freysoldt (FNV) charge correction scheme (isotropic dielectric\n", " screening only).\n", "\n", @@ -35,42 +35,40 @@ }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## Example: VCd Defect Calculations\n", "In this example, we parse some cadmium vacancy calculations (VCd) with `doped`. In this case, these\n", " defects weren't initially generated with `doped`, but this is fine, as `doped` can parse the\n", " results\n", " and automatically determine the defect type and site from the relaxed structure." - ], - "metadata": { - "collapsed": false - } + ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T16:57:52.583357Z", - "start_time": "2023-08-22T16:57:47.616140Z" - } + "end_time": "2023-11-01T14:25:13.273919Z", + "start_time": "2023-11-01T14:25:13.231209Z" + }, + "tags": [] }, "outputs": [], "source": [ - "import doped\n", - "import matplotlib.pyplot as plt\n", - "plt.style.use(f\"{doped.__path__[0]}/utils/doped.mplstyle\") # used doped plotting style\n", "import os\n", - "from doped import analysis" + "from doped import analysis\n", + "# to show plots in notebook:\n", + "%matplotlib inline " ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:19:14.826047Z", - "start_time": "2023-08-22T15:19:14.823003Z" + "end_time": "2023-11-01T14:25:13.455446Z", + "start_time": "2023-11-01T14:25:13.375316Z" }, "collapsed": false, "jupyter": { @@ -85,11 +83,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 10, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:27.776509Z", - "start_time": "2023-08-22T15:19:14.826628Z" + "end_time": "2023-11-01T14:26:27.497266Z", + "start_time": "2023-11-01T14:25:13.524846Z" }, "collapsed": false, "jupyter": { @@ -119,29 +117,30 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "In the above `defect_entry_from_paths()` function, we only have to specify the paths to the bulk and\n", "defect supercell calculations, and the dielectric constant. `doped` then automatically determines the\n", - "defect type and site from the relaxed defect structure, as well as its charge state. `doped` then attempts\n", - "to perform the finite-size charge corrections for this defect, using the calculation outputs (requires `OUTCAR` files for the Kumagai-Oba (eFNV) correction (compatible with isotropic or anisotropic dielectric screening), or `LOCPOT` files for the Freysoldt (FNV) correction (isotropic only)).\n", + "defect type and site from the relaxed defect structure, as well as its charge state. \n", + "\n", + "`doped` then attempts\n", + "to perform the finite-size charge corrections for this defect, using the calculation outputs (requires \n", + "`OUTCAR` files for the Kumagai-Oba (eFNV) correction, compatible with isotropic or anisotropic \n", + "dielectric screening, or `LOCPOT` files for the Freysoldt (FNV) correction (isotropic only)).\n", + "`doped` will automatically perform the appropriate charge correction method for your system, based on\n", + "the supplied `dielectric` constant and calculation outputs, and will\n", + "warn you if any required outputs are missing. \n", "\n", - "If the charge correction is not compatible with the defect/dielectric, informative warning messages about this will be shown." + "Moreover, `doped` will automatically estimate the error range of the finite-size charge correction, and \n", + "if it is above `error_tolerance` (set to 50 meV by default, can be set in `defect_entry_from_paths`), it\n", + " will throw informative warnings about this. As shown later in the [Charge Corrections](#charge_corrections) section, we can directly visualise the \n", + "finite-size charge correction plots (showing how they are being computed) easily with `doped`, which is \n", + "recommended if any of these warnings about the charge correction accuracy are printed.\n" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "```{tip}\n", "Note that you could also use something like:\n", @@ -153,29 +152,24 @@ " defect_path = f\"CdTe/{i}/vasp_std\" # assuming here our VASP outputs are in `vasp_std` subfolders\n", " parsed_defect_dict[i] = analysis.defect_entry_from_paths(defect_path, bulk_path, dielectric)\n", "\n", - "to loop over your calculation directories, or any other way you want.\n", + "to loop over your defect calculation directories, or any other way you want.\n", "```" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "With our dictionary of parsed defect entries, we can then query some of the defect-specific results, such as the finite-size charge corrections, the defect site, and energy (without accounting for chemical potentials yet):" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:27.790003Z", - "start_time": "2023-08-22T15:20:27.775825Z" + "end_time": "2023-11-01T13:14:43.689704Z", + "start_time": "2023-11-01T13:14:43.684824Z" }, "collapsed": false, "jupyter": { @@ -210,12 +204,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "As mentioned in the [defect generation tutorial](https://doped.readthedocs.io/en/latest/dope_workflow_example.html),\n", "we can save `doped` outputs to JSON files and then share or reload them later on, without needing to\n", @@ -225,11 +214,11 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:27.872778Z", - "start_time": "2023-08-22T15:20:27.790246Z" + "end_time": "2023-11-01T13:14:43.830846Z", + "start_time": "2023-11-01T13:14:43.685275Z" }, "collapsed": false, "jupyter": { @@ -244,11 +233,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 20, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:27.904235Z", - "start_time": "2023-08-22T15:20:27.873384Z" + "end_time": "2023-11-01T13:14:43.862533Z", + "start_time": "2023-11-01T13:14:43.831551Z" }, "collapsed": false, "jupyter": { @@ -261,113 +250,6 @@ "v_Cd_dict = loadfn(\"v_Cd_dict.json\")" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can quickly look at the charge correction plots if we want (recommended if any warnings about charge correction compatibility / delocalization analysis are given) using:\n", - "\n", - "```{note}\n", - "Typically we only analyze the charge correction plots like this if there has been some warning\n", - " or error related to the defect charge correction (i.e. \"delocalization analysis\" warnings) – here we're just showing as a demonstration)\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2023-08-22T15:20:28.037054Z", - "start_time": "2023-08-22T15:20:27.902940Z" - }, - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "from doped.utils.corrections import get_correction_freysoldt" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.009671Z", - "start_time": "2023-08-22T15:20:28.037297Z" - }, - "mystnb": { - "image": { - "height": 1400, - "width": 1600 - } - } - }, - "outputs": [ - { - "data": { - "image/png": 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h6+urNBFUsWJFdO/eHQ0aNED16tVhb28PKysrpKSk4P3793j79i1CQ0Nx7do1nDlzBs+fP1doY9iwYQoJi+LIyckJw4cPx/Lly+V1giBg+/btmDRpklptzZgxAz/99JPSx0qUKIHu3bujefPmcHd3h4ODA8zMzBAbG4vnz5/jxo0bOHz4ME6fPo0PHz6Itg0JCUGTJk0QEBCAunXr5hlHcHAw0tPTFeqHDh2KI0eOiOpevnyp0r6ZmJjk+nhh2ffcbN++HcOGDcsxuVqtWjX4+PjAw8MDNWrUgJ2dHYyMjBAbG4vw8HBcvXoVhw4dUpqIuHfvHlq1aoVTp06hZs2aosfUeT+CgoJQq1atPPclr/ejqHJwcFCoi4uLU2tezS1btmD48OFITU1V+nitWrXg4+ODBg0aoFq1arC1tQUAxMTE4MGDBwgJCcHevXtx69YthW0fPXqE1q1bw8/PL8//xwrLcaEPn93sTp8+ja5duyI+Pl5Ub21tjY4dO6JNmzZwd3dHqVKlYGlpibi4OLx9+xZhYWE4ceIEAgIClCbnd+zYATMzM/z1118qXTcUlvdQU4X5uo6ICoiOR9ISERHJpaamCl5eXgq3Mf34449qtRMdHS24uLiI2jA0NBSOHTuWT5FrJj4+XumtcV5eXsK///4rJCcnq9xWVFSUMGnSJMHAwEDprYZPnjxRO77C9n5IuY0vLS1NqFWrltLb7/755x+14sjIyBBOnz4tjBw5UjAzMxMACNbW1sLr16/VakcbdH2rcU4uXLigEFfjxo3VamP27NlKb5msUKGCsG7dOiElJUWldp4+fSqMHz9e6dyCpUuXFh4/fqzJLgqCIAhDhgxRaFMb9GHft2/frvR8A0Bo3769cOrUKZXbunnzptCnTx+lbZUtW1Z48+aNSu0oez9u3ryp6S4WCF1/hmvWrKnQ/7t371TefuvWrYJMJlP63vn4+AjBwcEqt3X58mXB29tbaVsGBgbCjh07NNnFAj0uCvtnV9nx5u/vLzg6OorqSpQoIfz6669CXFycSu2+efNGmD59eo5TRfz2228axZupoN5DqdMFFPbrOkHgdAFE+Y1JViIiKlSeP38ulCxZUuHLVVBQkMpt9OzZU+ECcv78+fkYteYOHjwoj7Fp06bCpUuXJLV3+PBhwdTUVGH/v/zyS43aK0zvh5QvP//884/CtlWrVhWePXumdhxZPXnyRBg4cKDw888/S2pHU7pO0OQkIyNDKF++vCguY2NjlRMM27ZtU/pF/fPPP891rs7cXLt2TemibrVr11bri29W+ZFk1Yd9P336tGBiYqLQnr29vbBt2zaNYhSEj+cvJycnhXb79eun0vZMsqov+2I8MplMSE9PV2nbU6dOKU2qOTo6Crt379Y4ph07dgglSpRQaNfU1FTpIk15KajjQh8+u8qON2tra1G5Y8eOGv/R8NSpU0o/w9bW1sLLly81alMQ9CfJKgiF/7qOSVai/MUkKxERFTrHjh1TWIXXyclJpYTY4sWLFS4efXx8NF7IoyAMHTpUWLx4scpfbPPy119/KbwGxsbGGn/BKSzvh5QvP8oSvefOnVM7hsJG1wma3Hz66acKsamyONiLFy8EOzs7hW3nzZsnOab3798LTZs2VWh7+vTpGrWn7SSrPux7TEyM0pFalSpVEu7cuSM5zvv37wtly5aVt+vl5SXcvXtXpW2ZZFXPq1evFEahVq1aVaVtY2JihAoVKijEXqVKFeH+/fuSY7tz547S46xatWpqLYYlCAVzXOjDZ1cQlB9vWX/69esneYGtCxcuKE2+T5s2TeM29SnJKgiF+7qOSVai/MWFr4iIqNBp06aNwnxmUVFR6Nu3b64LKJw9exbTpk0T1VWtWlXlucB0ZePGjZg0aRIMDLTz3/KgQYPQtGlTUV1aWhqOHj2qUXtF4f24fPmyqFynTh2F14i0q169egp1N27cyHO7b775BtHR0aK6r7/+GtOnT5cck52dHfbv34/q1auL6hctWoRHjx5Jbl8qfdj3qVOn4smTJ6I6R0dHBAYGwtXVVXKc1apVw8GDB1GiRAksXrwYZ8+eRY0aNSS3S4oOHjwIQRBEdR4eHiptO3XqVDx9+lRU5+TkhMDAQFSrVk1ybK6urjh8+DDs7OxE9Q8ePMCcOXMkt69t+vDZzUvjxo2xceNGGBlJW7bF09MTP/74o0L9unXrlM63WhQV9us6Iso/TLISEVGh9N1336F79+6iuvPnz2Py5MlKn//69Wv07dtXtFCEubk5du7cKV9kozj59ttvFepOnDihcXv6/n5ERkaKym5ubgUeQ3GjLDH26tWrXLe5ffs2/P39RXW1a9fG4sWLtRZXiRIlsHnzZhgaGsrrPnz4gIULF2qtD03ow74/efIEf/zxh0L9pk2btJJYy1S3bl08e/ZMq0kKUrRt2zaFuvbt2+e5XW7HQdWqVbUSG/Ax0aqsn1WrViEqKkpr/UilD5/dvBgbG2PDhg0wNTXVSnvjxo2Dvb29qO7t27e4cOGCVtovjrR9XUdE+YNXLUREVCjJZDJs2rQJLi4uovrly5crfJlJT0/HZ599hhcvXojqf//9d62vwKsv2rRpo5CcULaCt6r0/f3I+sUUQI6roZP2ZB+BBkBhpFd2v/zyi8LIuuXLl8PY2FiLkX0csTVkyBBR3aZNm5CQkKDVftShD/u+ZMkShdHr/fr1Q5cuXbQaIwBYWFhovU36n4MHDyqMgjMzM0Pv3r3z3Dan46Bz585ajREAevXqBW9vb1FdYmIiVq5cqfW+NKUPn928fPbZZ6hVq5bkdjJZWVlh8ODBCvXHjx/XWh/Fjbav64gofzDJSkREhZatrS127twJc3NzUf3w4cNx//59efmHH37AyZMnRc8ZOXKk0gv84sLe3h4VKlQQ1Ukd+aPP74ezs7OofO7cOSQnJ+somuJB2Yjl3JKsHz58wO7du0V1jRo1wieffKLt0AB8vN05q+TkZBw6dChf+sqLPux7eno6/v33X1GdgYEBZs2apfX4KH9FRkZi/PjxCvVffPFFnnca6OI4mDlzpkLd9u3b860/dejDZ1cVo0aNktxGdq1atVKou3Pnjtb7KS7y47qOiLSPSVYiIirU6tSpg7Vr14rq4uLi0KtXLyQmJuLAgQMKt8s1atQIy5cvL8gwCyUHBwdR+e3bt5Lb1Nf3o3HjxqLy27dvFb6skm6dPn0a79+/F9UNGDAg3/qrVq0aGjZsKKo7fPhwvvWXG33Y93PnzilMu9G6dWvOl6pn3r17h/bt2yMiIkJUb2trqzSZmZ0ujoNGjRopzPF8//593Lp1K9/6VJU+fHbz4uDgAE9PT0ltKOPl5aVQ9/DhQ633U5zkx3UdEWkXk6xERFToDRo0SGGURVhYGDp06IDBgweLbtNzcHDAjh07tDavmD6zsrISlVNTU7Vym7w+vh/9+/dXqFu+fDk6d+6ssIgPaUdMTIxCnbIpBDJlX5wMQL7cfpxV9pFWqizMlR/0Yd8vXbqkUNejRw9thkT5LCgoCB4eHggNDVV47I8//oCTk1OebejqOMg+Jzig/HNT0PThs5uXxo0b58vcx6VKlVJoV9n/C6S6/LquIyLtkbZ0IBERUQFZvnw5QkJCRF9ozp07J3qOgYEBtm7dqnA7lbryWpxHFVZWVgoXw1IkJycjKSkJqampCnO/5UTZfmhrZd+CfD+0wcfHB+3atVOYg/Dw4cOoWrUqunbtiv79+6NNmzYqJRoob8qmBsgtyZo98WNpaanVxZSUqV27tqh8+/btfO0vJ/qw78oSOU2aNNFqTKR9GRkZOH78ONauXYsdO3Yofc4PP/yg0lysgO6Og0aNGqkUS0HTh89uXlxdXSVtnxOZTAY7Ozu8e/dOXhcXF5cvfemjwnZdR0TawSQrERHpBRMTE/j7+6NBgwY53h41a9YsdOzYUXJf2efv1MSsWbMwe/Zsjba9fPkyAgMDceHCBTx48ABPnz5FSkqK5Ji0qSDfD23ZsWMHWrRogZs3b4rq09PTsW/fPuzbtw8ymQw1a9ZEgwYNUL9+fdSvXx/16tXLNTlIyimbe69UqVI5Pv/p06eickJCQoGvLJ+UlITExMQCX3RJH/Zd2Yhvd3f3/A6LVJSSkoLY2FjExMTg1atXuHbtGkJCQnD8+HGF4yurOXPmqDRNQCZdHQc1a9ZUqMttvwqKPnx28+Lo6KjliP7H2tpalGTNvmBacaEP13VEpB1MshIRkd6oUKEC/v77b6WJu1atWmHGjBk6iEo7MjIysGXLFsyfPx/37t3TdTgq0bf3w9bWFidOnMCYMWMUFm7JJAgCbt26hVu3bmHz5s3y+ipVqqB+/frw8PBA+/bt0aBBA8hksoIKXS9dv35doS77vIpZFZbbSGNjYws8yaoP+549RhMTE1haWhZEWMXOnDlzMGfOnHztw9HREevXr1f7Vn9dHQclSpTIMxZdKAwxANLOW9q864b+Rx+v64hIOs7JSkREeiU+Pl5pvZmZmd4mvZ49e4aWLVtiyJAhenchrm/vh4ODA7Zv346DBw+qtfpzREQEdu7ciWnTpsHDwwOlS5fGhAkTuFJyDgRBwIULF0R1xsbGuY54KyzzyiUnJxd4n/qw74mJiaJyQSeiSTtMTEwwduxY3Lp1S6O5VHV1HChL5CYkJBRI37nRh89uXgp65G1xoM/XdUQkDc+oRESkNx4+fIhhw4YpfezIkSM6X8FeExEREWjatKnCfKb6QJ/fjy5duuD48eO4d+8elixZgg4dOsDW1lbl7SMjI7Fs2TLUrFkT/fv318o8vkXJ2bNn8eLFC1Fd/fr1YWJikuM22ZMoHh4eEAShwH8qVaqUHy9JrvRh37PHmD3ZRoVb1apVMWvWLDx8+BCrVq1CyZIlNWpHV8eBsoRqYRiBqQ+fXSpY+nxdR0TScboAIiLSC0lJSejduzdiY2NzfM7kyZPh4eGBZs2aSepL1QUIpEpLS8Onn36K58+fKzzm7OyM3r17o0WLFnBzc0Pp0qVhaWkJc3Nzldtv3bo1Tp06pc2Q5Qry/chP1atXx8SJEzFx4kQAwKNHj3Djxg1cv34dN27cwI0bN/D48eNcj4lt27bh8OHDOHbsGOrXr19QoRdq27ZtU6j79NNPc90me5L7/fv3Wo2pMNOHfc8eY2pqKhISEjhlQCFjYGCAkiVLokqVKqhWrRo8PT3RokULrc2bquw4iI+Pz/eEp7K5v9X5w1h+0YfPLhUcfb6uIyLtYJKViIj0wtixYxVWEm7cuDFu3bolH+GSlpaGPn36ICQkJNcFdgqLjRs3IiQkRFQnk8kwY8YMTJ8+HaampjqKLG9F8f0AgMqVK6Ny5cqi22hjY2MRHByMU6dOISAgAFeuXFHY7v379+jYsSPOnz8PFxeXAoy48Hn16hX8/PxEdTKZDH369Ml1u8qVK+PMmTPy8uPHj5GcnAwzM7P8CLNQ0Yd9zx4jANy6dQuNGzfWUURF18iRI9VeONHY2BgWFhZqJWw0oew4CAsLg6enZ772e/v2baWx6Jo+fHap4OjzdR0RaQenCyAiokJvw4YN2Lhxo6iuVq1aOHHiBNauXSuqf/HiBfr06YMPHz4UZIga+e233xTqli5dijlz5hTqC/Gi+n7kxMbGBm3btsWPP/6I4OBg3Lx5U+lchlFRURg/fnzBB1jI/PzzzwrzFLZt2xYVKlTIdbvsi2Klp6fj6tWr2g6vUNKHfVe2aNnly5cLPpBioHTp0mr/ODg45HuCFVB+HFy8eDHf+1V2rNWtWzff+82LPnx2qeDo63UdEWkPk6xERFSo3bhxA+PGjRPVWVlZYceOHbCwsMCAAQMwcuRI0eOnT5/GlClTCjJMtb148ULpSNCvv/5aRxGppqi+H+qoVasWdu/ejTVr1ig8dvjwYTx9+lQHURUOly9fxurVqxXqVVkpvWnTpgp1u3bt0kpchZ0+7LuyGPfs2VPwgZBO6eo4UNZHfo+eVYU+fHapYOjrdR0RaReTrEREVGjFxMSgd+/eCqvm/vHHH6hRo4a8vHz5coW5MH/99Vf8+++/BRKnJkJDQxXqBg4cCJlMpoNoVFOU3w9NjBo1SmFEqyAIOH/+vG4C0rGEhAQMGjRIYdRyx44dlSYismvcuDHKlSsnqtu8eXOxWGBJH/ZdWYwnTpzAgwcPdBQR6YKy4+D06dNKb+fXlosXL+LmzZuiulq1aqFatWr51qeq9OGzSwVDH6/riEj7mGQlIqJCa9iwYXj48KGobuzYsejbt6+oztTUFP7+/goLUAwfPhx37tzJ9zg18e7dO4U6bX5hzMjIwLVr17TWHlC03w9NdevWTaFO2YIXRV1aWhp69+6N+/fvi+otLCywYsUKldqQyWTo37+/qC4qKgrLly/XWpyFlT7su7IYMzIyVBqlXFCUJTMKaiHD4kLZcSAIAn788cd863Pu3LkKddljyE1+Hhf68NktCvThs62P13VEpH1MshIRUaG0ZMkS7N69W1Tn4eGBpUuXKn1+1apVFeYJjY+Ph6+vL+Li4vItTk0ZGxsr1GUuGKUN27ZtQ2xsrNbaK+rvh6ZsbGwU6tLS0nQQie6kpqZi4MCBOHz4sMJjv/zyC6pXr65yWxMmTFBYMObHH38scsl5ZfRh35XFuHXrVqXvvVSazOOsbE7SonS+KSyUHQfbt2/HoUOHtN7Xjh07FNq1tbXFmDFjVG4jv48Lffjs6jt9+Gzr23UdEeUPJlmJiKjQOXv2LKZNmyaqs7e3h7+/P0xMTHLcrmfPnpgwYYKo7u7duxg2bFi+xClF2bJlFeq0tYjMq1evFF4HKYrD+6Gp7CN7AcDJyUkHkehGZGQk2rRpo3QqiE8//RSjRo1Sq73SpUsrzPmbnJyMnj17IioqSlKs2T1//hzffvttoRkNpQ/7rixGABg8eLDSz4Kmbt++jcqVK+PPP/9UazsHBweFuuyjq0m6nI6DIUOGIDw8XGv93L17FyNGjFCo//bbbxXulMhNfh8X+vDZ1Xf68NnWp+s6Iso/TLISEVGhEhkZib59+4pGMclkMmzatAmVKlXKc/uFCxfCy8tLVLdz504sXrxY26FKUr9+fYUEpZ+fn9LbzdQRExODHj16aO2LXVF5PzZu3IiZM2ciJSVFa22mp6djy5YtCvUNGzbUWh+F2a5du1C/fn2cO3dO4bEOHToofW1UMWfOHIVbLO/du4d27drh2bNnGrWZ3aNHj9CuXTv8+uuv+Xqbs7r0Yd/nzJmjMDo5KioK7du3x7179yTHFx4ejs6dO+P58+cYPnw4OnXqpPK+V65cWaEuP0ZXkvJj9c2bN2jfvr1W5um9e/cuOnbsiOjoaFF97dq1MXXqVLXaKojjQh8+u/pMHz7b+nJdR0T5TCAiIiokPnz4ILRp00YAIPqZMmWKWu08e/ZMcHBwELVhaGgonDhxIn8C11Dv3r0V9rVTp05CYmKiRu3duXNHqFu3rkKbWX/i4uJUbq+wvR8TJ05UiEWVNqKjowUnJycBgFCxYkVhw4YNQkpKilp9qxqPi4uLkJGRIbltVW3cuFEhhlmzZuVrn5cvXxY6d+6c4zH2ySefCAkJCZL6uHTpkmBubq7QdsmSJYWdO3dKanvXrl3y4wGAIJPJBH9/f43aGjJkiEKMUunDvgcHByuN0d7eXti+fbvG8QUGBgolS5ZUaPfTTz9VafuHDx8qbGtkZCTcuHFD45jymy4+w9py+fJlpceBo6OjsHfvXo3b3blzp1CiRAmFdi0tLYXr16+r3V5BHRf68NlVdrytXLlSUmy5qVixoqgvBwcHjdopqPdQ0+uMTIX9uk4QCv4YICpumGQlIqJCY/r06QoXfi1atBDS0tLUbisgIECQyWQKX3SeP3+eD5Fr5urVqwoxAhDq168vnDt3TuV2Xr9+LXz33XeiL3dGRkZCq1atJF2MF7b3Q9MvP998843CdqVLlxamTJmi0Re0x48fC59++qnSLzsbN25Uuz0pCipB8/r1a8HPz09o1qxZrl/2xo4dq9Hxocy+ffsEQ0NDpf20bdtWOHLkiFrtnT59WujYsaPS9tq1a6dRjPmRZBUE/dj3/fv35xhjhw4dhDNnzqjc1s2bN4W+ffsqbat06dLC69evVW6rXr16Cm1UqVJFuHfvXq7bHT16VFi6dKnK/WiLPidZBUEQ9uzZk+Nx0L17d+Hq1asqtxUcHCx4e3srbcvIyEgICAjQOM6COi4K+2dXX5OsglAw76HUJGthv64TBCZZifKbEYiIiAqBQ4cOYcGCBaK6kiVL4p9//oGRkfr/XXXq1AnTp0/HvHnz5HWRkZH49NNPcerUKaULFBS0Bg0aYNKkSQq3zl+7dg3NmjVD/fr10b17d9SvXx+VK1eGjY0NDAwMEBsbi+fPnyM0NBRHjx7FiRMnFBZb+vnnn/Hy5UucOnVKo9iKyvsRGRmJ3377TaH+1atXWLRoERYtWoQKFSqgdevW8PDwQLVq1VCuXDlYWVnBxMQEiYmJiI+Px+PHj3H37l0cPXoUp0+fVrq4VY8ePTB06NB82Q91xMfH49WrV2pvl5GRgfj4eMTHx+Pt27e4d+8ebt++jStXruDKlSu5zgFYokQJLFu2DIMGDZISuki3bt2wa9cu9O/fX2HxkGPHjuHYsWMoW7YsunTpgsaNG6NmzZpwdHSEpaUlUlNT8ebNG9y/fx8XLlxAQEAAIiIilPbTqFEj+Pv7ay1ubdCHfff29sbu3bvRv39/xMfHix4LDAxEYGAgqlevDh8fH3h4eKBGjRqws7ODkZERYmJiEBERgStXriAgIADBwcFK+3BwcEBQUBBKliypclzTp09Hnz59RHURERGoV68ePv/8c3Tr1g1Vq1aFiYkJ3rx5g+DgYGzfvh0nTpyAlZUVhgwZghIlSqj/ghRT3bt3h7+/PwYOHIjExETRY3v37sXevXtRp04d+Pj4oGHDhnBxcYGNjQ0EQUBMTAwePHiAq1evYv/+/QgLC1Pah5WVFbZt24ZOnTppHGdBHRf68NnVV/rw2S7M13VEVEB0neUlIiJ6/Pixwq2BBgYGQlBQkKR2P3z4IHzyySdKR9sVFh8+fBA+++yzXEcHqvuTOQpK2YgMVUY8FNb3Q9MRJgcPHhTKli2r1dc4+0/Xrl2FpKQkSa+PJpSNSCnIH5lMJgwfPlyIiorKt328fv264Obmli/xDxgwQOPbOAUh/0ayZirM+541RldXV63HV6NGDeHWrVsaxZTTSHNVfr7//nvJr4k69H0ka6bg4GChatWqWj8OXF1dNZoiQJmCPC4K62dXn0eyCkL+v4dSR7IKQuG8rsuKI1mJ8hcXviIiIp1KTU3Fp59+qrAwwKxZs9CuXTtJbRsaGmLbtm0oXbq0qH716tXYunWrpLa1xdDQEFu3bsWPP/6o0QjRrGxtbeHv74/Zs2dr3EZRfD+6dOmC+/fvY968eShVqpRW27a0tMTChQuxb98+mJmZabXtwszMzAyff/45QkND8ccff8DR0THf+qpbty6uX7+OOXPmwNLSUittVqhQAbt378aWLVtgbm6ulTbzgz7se2aMs2bNgoWFheT2jIyMMG7cOAQHB6NmzZoatbFx40a0b99eo22DgoI02q648/DwwM2bNzFlyhSYmppKbs/CwgIzZszA9evXUbduXS1EWLDHhT58dvWRPny2C9t1HREVMF1neYmIqHgbPXq0wl/UO3ToIKSnp2utjxMnTijMkWZhYVHoFkO5c+eO0K9fP8HExEStEQ7W1tbCxIkTFUYTajLioTC/H9oYYZKcnCxs375d6N69u2BhYaHxqBJnZ2dh+vTpwosXLyS8EtIV5EhWExMToW3btsKvv/4qREZG6mR/3717J8ydO1eoXLmyRvvQuHFjYcOGDUJqaqpW4snvkaxZFbZ9V+bNmzfCrFmzhPLly6sdn7W1tTBq1Cjh7t27WoklPT1d+OmnnwQ7OzuV+jczMxPGjh0rxMfHa6V/VRWVkaxZvXjxQpg8ebLSRczy+ilTpozwww8/5NvoeF0cF4Xps6vvI1kFIX/fQ21cZ2RVGK7rsuNIVqL8xTlZiYhIZ7Zt24Y1a9aI6sqWLYutW7fCwEB7N1u0bt0ac+fOxfTp0+V1iYmJ6NWrF65cuQJbW1ut9SWFq6sr/v77b7x9+xYHDhzA6dOncevWLTx+/BgxMTFIS0uDpaUlbG1tUbVqVdSpUwdt2rRBx44dtTKKsji8H6ampujTpw/69OmD1NRUnD9/HpcvX8aNGzcQERGB//77D+/fv0dSUhKAjyM2bW1tUa5cOVSpUgUNGjRAy5Yt0bhxY8hksnyLU1csLCxgbW0NKysrlCxZEq6urqhZsyZq1aqFFi1aaG1Elqbs7e3xww8/4IcffsDNmzcRGBiIGzdu4Pbt23j58iViY2ORmJgIMzMz2NjYoFKlSqhRowaaNm2Kdu3aoUqVKjqNXwp92HcHBwfMnj0bs2fPxtWrV+Ux3rp1C1FRUYiJicGHDx9gaWmJEiVKoHr16vLzWKtWrbQ6Os/AwADff/89xo8fL5+XMSQkRB6HpaUlnJycUL9+fTRv3hz9+/fP1xHZxYmzszMWLVqEn3/+GWfPnsWxY8dw48YN3LlzB+/evUNsbCxkMhlsbGzg6OiImjVrom7duujQoUO+n1t1cVzow2dXn+jTZ1vX13VEVPBkgpDLKgZERERERERERERElCvOyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkgZGuAyAi6VxdXfHff/+J6iwsLFClShUdRUREREREREREJF1ERAQSExNFdWXLlsXdu3d1FJFyMkEQBF0HQUTSWFtbIz4+XtdhEBERERERERHlOysrK8TFxek6DBFOF0BEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkARe+IioCLCwsFOZktbKyQq1atXQUEREREWldcrKuI9BvZma6joCIiIg0EBYWppDzsLCw0FE0OWOSlagIqFKlCiIjI0V1tWrVwoULF3QUEREREWnd/fu6jkC/Va+u6wiIiIhIA15eXrh48aKorkqVKjqKJmecLoCIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCRgkpWIiIiIiIiIiIhIAiZZiYiIiIiIiIiIiCQw0nUARERU/KSnpyMuLg6JiYlIT09HRkYGBEHQdVhERIVbUpKuI9Bvjx/rOgIiokJDJpPBwMAAhoaGsLCwgLW1NQwNDXUdFpFeY5KViIgKRGZiNTY2FgkJCboOh4hI/2Rk6DoC/cYkNRGRUjExMXj58iUsLS1hY2PDhCuRhphkJSKifJecnIynT58iPT1d16EQEREREZESCQkJSEhIQGRkJCpUqAAzMzNdh0SkV5hkJSKifMUEKxGRlpiY6DoCIiIqBtLT0/H06VMmWonUxIWviIgo3zDBSkRERESkfzITrcnJyboOhUhvcCQrERHli8wLs7wSrEZGRjA0NISBAf/uR0SUK/7BShrOL0hEJJeRkYH09HR8+PAhx+dkXs9XrVqVc7QSqYBJViIiyhdxcXE5JlhNTU1hY2MDGxsbmPD2VyIi1XA0kTS85ZWISEFqaipiY2MRGxuLlJQUhcczF6+1s7Mr+OCI9AyHDRERUb6IjY1VWm9paYlKlSrB0dGRCVYiIiIiIh0yMTGBo6MjKlWqBEtLS6XPyem6nojEmGQlIiKtS09PR0JCgkK9qakpypUrx6kBiIiIiIgKEQMDA5QrVw6mpqYKjyUkJHCNBSIV8FsuERFpXVxcnNJ6GxsbJliJiIiIiAohAwMD2NjYKH0sp+t7IvofftMlIiKtS0xMVFqf00UbERERERHpXk7X6zld3xPR/zDJSkREWqfsdiIjIyPOwUpEREREVIiZmJjAyEhxjfSMjAwdREOkX5hkJSIirVN2EWZoaKiDSIiIiIiISB3Krts5JytR3phkJSIirRMEQaGOc7ESERERERV+yq7blV3fE5EYv/ESERERERERERERScAkKxEREREREREREZEETLISERERERERERERScAkKxEREREREREREZEETLISERERERERERERScAkKxEREREREREREZEETLISERERERERERERScAkKxEREREREREREZEETLISERERERERERERScAkKxERERERkRaFhYXhm2++Qf369eHg4ABjY2M4OjqiefPmmDVrFp49e6brEIkIgKurK2QyGWQyGVq3bq3rcHL1+PFjeawymQw///yzrkMiomyMdB0AERERERFRUfDhwwd8/fXXWLNmDQRBED329u1bnDt3DufOncOiRYuwfv16DBw4UEeREhERkbZxJCsREREVGidPnhSN0pg9e7auQyIiUlm/fv3w22+/KSRYs0tOTkZ6enoBRUVEREQFgSNZiYiIiIiIJPrzzz+xY8cOednMzAwjR45Ely5d4OzsjLi4OFy9ehWbNm3Cixcv0K9fPx1GS0RERNrGJCsREREREZEEgiBg3rx58rK5uTlOnTqFRo0aiZ7XtGlTjBs3Drdv34aJiUlBh0lERET5iNMFEBERERERSRAaGoqIiAh5eeLEiQoJ1kwymQzu7u4FFRoREREVECZZiYiIiIiIJLhy5Yqo3Lt3bx1FQkRERLrCJCsREREREZEEUVFRorKLi4uOIiEiIiJdYZKViIiIiIhIguTkZFHZ0tJSR5EQERGRrjDJSkRERERERERERCQBk6xEREREREREREREEjDJSkRERJRNeno6Tpw4gQkTJqBly5ZwdnaGhYUFTE1NUbJkSXh4eGD48OH4999/ER8fr3E/J0+ehEwmk/9kXzwHAC5fvoxp06ahbdu2KFeuHCwtLWFsbAwHBwc0atQIo0ePxqFDh5CRkSFllxWkpaUhMDAQ48ePR4sWLeDs7Axzc3P5a+Dl5YWxY8fi0KFD+PDhg8L248aNk+9XpUqVtBpbdllfwyVLlig8fvbsWUyaNAmtWrVCmTJlYGFhgRs3bqjU9uvXr+Hv749x48ahadOmcHFxgZ2dHUxMTFCyZEm4ubmhX79+WLVqFSIjIzXeBz8/P9F+vHnzRvR4RkYGTp4+jW8mTUKLtm1RulIlmNvbw9TWFiUrVEDT1q0xYfJknD57VuMYcpKUlIQ9+/Zh5LhxaNKiBUpWqABTW1uY2dmhdKVKaNmuHSZ+9x1OnTkDQRAUtvf29YXM3Bwyc3O07tBB4zjS09MRdOwYxn7zDZq0aAGn8uVhYmMDK0dHVKxeHd6+vli4ZAmePn0qZXfzdP36ddF7JZPJMGfOHNFzsj+e/Sc6Olr0/MePH4se37Fjh8K+HzlyBGPHjkXTpk1RqlQpmJmZISYmRq3YX7x4gdWrV6NPnz5wdXWFvb09jI2NYWNjg8qVK6Nr166YO3cuwsLCNHptMrVu3Vq+L97e3gqPP3/+HEuXLoWPjw+qVKkCa2trGBsbw8nJCR4eHhgzZgyOHz+u9HhS5uLFi5g8ebLoM25iYgInJyd4eXnhm2++wcmTJyXtkyZmz54tfx2srKwUHo+Li8OWLVvQv39/uLu7y98Pe3t7uLm5YeDAgdi6davCdBQ5iYiIwPz58+Ht7Y1KlSrBxsYGxsbGsLOzQ506dTBkyBBs374dqampWt1PQRBw6dIlTJs2De3atUP58uVhZWUFExMTODo6om7duhg4cCD8/Pzw7t07rfYNAFevXsUPP/yADh06yP+fzOy7cePGGDNmDI4cOYL09HSt950pPT0dQUFBGDt2LJo0aQInJyeYmJjAysoKFStWhLe3NxYuXJjv5yci0jGBiPSep6enAED04+npqeuwqBh79OiRcPv2bdHPo0ePdB0W6YETJ06IzmWzZs0q0P7T09OFdevWCZUrV1Y4r+b0Y2NjI0ybNk14//692v1l39/g4GD5Y8ePHxeaNGmichxVqlQRdu/eLfk1SE1NFZYtWyaUK1dO5b7Lly8vrF69WkhPT5e3M3bsWPnjFStWlBxXbrLGsnjxYnn98ePHhQYNGiiN+dq1a7m2efz4caFHjx6CgYGByq+DmZmZMHLkSCEmJkbtfdi4caOoraioKPljO3bsENzc3FSOo17dusKpoCBBSEqS9BP/5o0w6/vvBQcHB5X7dnN1Ff756y9RO107d5Y/3qpFC7XjyEhMFDb98YdQRcXPpUwmE/r37Ss8untX3JaWXLt2TeXXI6ef7OeLR48eiR739/cXvf8uLi4qtZOT+/fvCwMGDBAMDQ1VjrFZs2ZCUFCQRq9Rq1at5O107dpVXv/q1Svh888/F4yMjFSKwd3dXThx4kSO/QQGBgp16tRReZ/q1q0rnDlzRqN90sSsWbPkfVtaWsrrU1NThZ9++kmws7NTKW4HBwfh999/F51js7p3757QrVs3QSaTqdReqVKlhD/++EPIyMiQvI/+/v5C7dq11TpPjh49Wvjvv/8k933w4EGhUaNGKvft4uIi/P3336I2atSo8b/zU6tWaseQkZEhbNq0SahSpYrq56f+/TW6Ls5+nliwYIHabajTF6/lqTDRl5wHk6xERYC+nHCo+OCFGWlKl0nW8PBwwcvLS+OkSZkyZYSAgAC1+lSWZE1PTxcmTpyo8pfl7D/jx4/X+ItzaGioUKtWLY1fgyZNmsi/OOs6yTpv3rxcE6Q5JVkfP34sfPLJJxq/BsDHhPetW7fU2gdlSdbk5GShf//+GsUgk8mERfPmaZxgPXHkiFCxQgWNX4OunTsLMa9fS06yvnz0SGjftq1GMVhbWwtb/vxTb5OsGRkZwujRo9VqR5lff/1VMDc31zjWQYMGCXFxcWq9RsqSrKdOnRJKlSql0bG8cOFCUfspKSnCqFGjNNofAwMDYcWKFWrtj6aUJVmfP38uNGzYUKPYfX19haRsx/K6desEU1NTjdrr37+/kJqaqtG+RUZGCt7e3hofV7a2tsKmTZs06js2Nlbo16+fxn37+voKCQkJgiBIS7K+fPlSaN++vUYxWFtbC1u2bFGrPyZZqTjTl5yHEYg0lJycjN27dyMoKAjBwcF4+fIlYmJiYGVlBScnJ9SvXx+tWrXCZ599hhIlSug6XLx9+xb79u3DhQsXEBoaimfPniEmJgYpKSmwtLSEra0tXFxc4OrqitatW6NDhw6wtbXVddhERFQAgoOD0bVrV0RFRYnq69Wrh549e6Jhw4ZwdnaGkZER3r17h7CwMAQEBCAwMFB+q/yLFy/g7e2NFStWYMyYMRrH8vnnn2PTpk3ycpkyZdCrVy80bdoUlStXhqWlJaKjo/H48WOcOHEC27dvR0JCgvz5K1asgJmZGRYuXKhWv4GBgejVq5fC9AdVqlSBr68vGjdujIoVK8LCwgJxcXEIDw/HuXPnsGvXLvlt8pcuXUKTJk1wNh9uWVfHsmXL8P3338vLzs7O6NGjBz755BOUKVMGNjY2cHFxUdguNDQUzZs3R1xcnKi+du3aaNmyJTw9PVG6dGk4OjoiIyMDb9++xfXr13Hw4EGcOnVK/vyIiAh07doVly9fhpOTk0b7kJaWBm9vbxw9elReV7VKFfTq0QONPTxQsUIFmJqa4n10NB6GhyPo2DHs3LMHaWlpAABBEDDl++9hZWWF0V9+qVbff23dii9Gj5a3lamWuzt6+vigYf36KFumjPx29XsPHuDUmTPYe+CA/Pb1gwEBaN62LU4HBWm0/wAQHhGB9l274tHjx6L6Vi1awKdrV9StUwdOjo748OEDXrx8ictXrmD7jh24/+ABgI+3Yg/8/HO8jozEt19/rXEc2bm5ueHOnTuiutmzZ2P79u3ycvbHs7OxscmznwkTJmDNmjXyctWqVdG9e3e0aNECpUqVgpWVFaytrXPcPiMjAyNGjMCff/4pqreyskL37t3Rpk0b1KhRA7a2tkhKSsKTJ09w8eJF+Pv7i25p3rx5M8LCwnDo0CGULl06z7iVOXfuHDp37ozExEQAgLm5OXr06IH27dujRo0asLGxQUxMDB49eoTAwED8+++/SElJAfDxWP7uu+9gZWWFMWPGIC0tDT4+Pjhy5Ii8fRsbG/j6+qJNmzaoVq0arKysEB0dLW/P399f3l5GRgbGjx8Pe3t7DBw4UKP90VRUVBRat26Nhw8fAvg4rUSbNm3QrVs31KlTB46OjkhKSsLLly9x8uRJbNu2Da9fv5Zvv2vXLvkt/wAwd+5czJw5U/64oaEhOnfujM6dO8Pd3R0lSpRAUlISXrx4IW8v67Qmf//9NywsLLB+/Xq19iM8PBwdO3ZEeHi4qL5atWro1asXmjRpgnLlysHU1BTR0dG4c+cOgoKCcODAAfnUBzExMRgyZAju3LmDBQsWqNz369ev0alTJ1y/fl1U7+DggN69e6N58+aoVq0aLC0tER8fjwcPHuDMmTPYuXOnfKqCXbt24cWLF6Lzq7rCw8PRvn17PHr0SFTfqlUr+Pj4oG7dunBycvp4fnrxApcvX8b27dtx//59AP9/fho4EK9fv8a3336rcRxEVMjoOstL+icpKUmt21tMTU2FkSNHCpGRkTqJ9/Lly0L37t1Vvi0p88fY2Fj4/PPPhYiICJ3ErQ59+asOFR/86zdpShcjWe/evSuUKFFC1K+rq6tw9OjRPLcNDw8XevXqpXAO3rx5s0p9Z9/fwYMHy3+3srISVqxYIaSkpOTaRmRkpPDZZ58pxJDbLbbZXbp0SbCwsBBtX6pUKfloutwkJycLy5YtE42Uq1mzpjBs2DB5uSBHsg4bNkwwMTGR/1++YMEChZFfOfnw4YN8igZzc3NhzJgxKo9IPXv2rFCxYkWF91NV2UeyZj0WSpYsKWzdulVIT0jIddTn47t3hbbZRuGampoK90JDVR45uufffxVuKa/m4iIcPXQoz21jXr8Wfpg6VbT9J61aCZ07dvzfSDEVR7K+/e8/waVqVVEcXk2aCCEXLuQ5tcDffn6Co6OjaNvtKn4mNZV1xKImX7Gyj1AbOXKkaMTbunXrhA8fPqjVZtbR5MDHEZyTJk0S3r17l+t2Hz58EPyUvIb169dXeURr1pGsXl5eQtmyZUXH9qtXr3Ld/unTp0LbbCOYTU1NhYcPHwojRoyQ18lkMuGrr77Kc0TvkydPhNatWyuMJNTGLeu5yT6StXOWUd2NGzcWrl+/nuv28fHxwjfffKP0/5itW7eK6tq2bSvcv38/z/bGjx+v0N6+fftU3qfXr18rTKlTtmxZlf6/ePXqlTBy5EiFOzV++uknlfpOSEhQmB7AzMxMWLBggXxkam7bLliwQDAzM5Nv27t3b41Gsr59+1ZhCg8vLy8hJCQk1+0yMjKEv//+W/H8tH27Sv1yJCsVZ/qS82CSldQSGhqa45xQef3Y2dkJ+/fvL7BY379/LwwYMECjWLP+BAYGFljMmtKXEw4VH7wwI00VdJI1JSVFcHd3F/Wp7HbMvKxcuVJ0a7qpqalw586dPLfLvr+ZP6VLlxZCQ0PVimHMmDGiNho1aqTSdrGxsQrJwfbt2+eZBMkuNDRUcHV1Vbo/BZlkzfyxsLDQ6P/wO3fuCN26dRPCw8PV3vbJkydCyZIl5TEYGRmp/Mfa7EnWzB9XV1fh2bNnH5+kQnIyLS5O8Ml2C++nvr4qbfv0/n3B1tZWtG3/vn2F2MhItW7xPxUUJJRxdla6P6omWXv6+Ii2GzNyZJ5J5qw/zx8+FNyyHI9WVlbCkydP1H5PVaXtJGvmj5OTU56JG2W2bNkiasfa2lqlPxxl9eLFC6FevXqidlT9w0HWJGvWnyVLlqjcf2pqqtChQwfR9pUqVZL/LpPJBD8/P5XbS0lJUUjcjh07VuXtNZH9uMj6/0xef0DLas6cOaLt7e3tRZ/V4cOH5zhfqzIzZswQtefu7q7yttlvj2/evLnw9u1blbcXBEHYuXOnKNkpk8mEY8eO5bld9v/nnJ2d80xUZ3fjxg2hTJkyys9PKiZZe/bsKT4/jRmj1uv//Plz0Tzbqp6fmGSl4kxfch6cLoBUFhQUhJ49e4puSTQyMkK3bt3QsWNHuLu7w9bWFnFxcXj48CGOHz8Of39/+W1B0dHR8PHxwa+//oqvtXjLljK3bt1Cp06d8Pz5c1G9tbU1PvnkE7Rr1w4VKlRAyZIlYW1tjYSEBLx58wb379/H+fPnERgYiNjYWLRs2RLt27fP11iJKG/WC6yRmq7dlXCLGxNDE8RNi8v7icXMggULcOvWLXm5U6dO+Pfff2FoaKhWO+PGjUNaWpr8lr+UlBR8+eWXOH36tNoxGRkZYc+ePahdu7Za2/366684ffq0fFXw4OBgXLlyBR4eHrluN3v2bDx58kRe9vT0xIEDB2BiYqJW/7Vr18bx48fRoEEDvHr1Sq1t88Ovv/6q0f/hrq6u2Ldvn0Z9VqhQAfPmzcOIESMAAB8+fMDevXvxzTffaNSera0tDh48iHLlyqm8jZGREfzWrYNb/fry24x37d2LV69e5Xmr9zeTJ4tWq+/Vowe2+vmpHXfL5s0ReOAAmrRsKbpuVNWBQ4ewO8t70K9PH6xetkytNsqWLYugAwfg0bw5Xr16hfj4eEyePFl0S39hJ5PJsHnzZtSvX1+t7d6/f4/x48fLy8bGxti3bx9at26tVjvOzs44evQoGjdujIiICADAX3/9hcGDB6Nt27ZqtQUAI0aMwMSJE1V+vrGxMf766y9Ur14dsbGxAIDHWaaOmDp1KoYMGaJyeyYmJvL2Mo/LTZs24ZdffoGpqanK7UhVp04dbN26Va1z7A8//IDDhw/jwoULAD6+x5latGiBtWvXwsDAQOX2Zs2ahYCAAFy5cgXAx+9O586dQ7NmzXLdbtOmTQjKMgVIvXr1cPjwYVhaWqrcNwD4+vpi69at6N27N4SPA78wYsQI3L17F8bGxkq3CQ4OFk2fYWNjg6NHj6JmzZpq9V2nTh0cPXoUXl5eovOdqg4cOIDdu3fLy/369cPq1avVaqNs2bIICgqCh4eH3p6fiEg51c/EVKxdunRJIcHao0cPhIeHY9euXRg5ciSaN2+O2rVro2nTphg8eDD8/Pzw/PlzjBo1Sr6NIAiYMGECNm7cmG+xXrt2Da1atRIlWEuVKoWVK1fizZs32Lt3L7766it0794dXl5eqFWrFpo0aYKuXbtiwoQJ8Pf3x+vXr/Hrr7/i559/zrc4iUh1qemp/NHCD4lFR0dj6dKl8rKTkxO2bNmidoI104QJE9CxY0d5+cyZMzh27Jja7YwdOxZNmjRRezsTExNMmjRJVHfgwIFct4mKihJ9aXVycoK/v7/aCdZMzs7O8Pf3h5GRbv+O7+npiS/VnIdUWwYPHgxzc3N5OetcreqaPXs2qlSpovZ29vb2GP3/iV4ASE9Px+E85kYNu3VLlNisXq0aNq5bp3bfmdxr1sQfv/2m0bY/zp8v/925dGn8vnKlRu2ULVsWa5Yvl5f9/f3x4P/na9UHffv2FZ1TVLVs2TL53JPAxwSdugnWTA4ODti8eTNkMpm8bs6cOWq3Y29vj0WLFqm9XalSpTB06FCF+vLly4vmIlVVmTJlRPOwxsfH48yZM2q3I0XmvNnqMDAwwOTJkxXqZTIZfvvtN7X/3zI0NFRIeAcEBOS6zYcPH/Djjz/Ky2ZmZti+fbvaCdZMvr6+ovN0REQE/vrrrxyfP2/ePAiCIC+vXLlS7QRrJjc3N/z6668abZv1NXB2dsbvv/+uUTtly5YV/f+rb+cnIlKOSVbKU0xMDPr06SNKsP7888/YvXs3KlSokOu29vb2WLNmDTZv3iz/wiUIAkaPHi0faaNNUVFR6N69O96+fSuv69OnD8LDwzFu3DiVvzSamZnhm2++gZeXl9ZjJCKiwuHvv/+Wj44CgBkzZsDBwUFSm0uWLBElI9T98qXsi686evXqJfqyHRwcnOvz//33XyQlJcnLM2bMUGvUpDLNmzfH4MGDJbUhVdZRfAXNxMQEjRo1kpczFzlRl52dnaREcZ9evUTl4KtXc33+pi1bRAmMJQsW5Lqokio+69MHbdRM7l27fl0U63cTJ6q0SFROevj4wOv//2ghCILGCRFd0OQ4zsjIwLosyXFnZ2d89913kuJo2rQpevfuLS+fOXNGdAeAKoYMGQI7OzuN+s/ad6bRo0ernajM1CvbZyNzNGdBqFevHlq1aqXRtt7e3gr73L59e9SqVUuj9rp37y76g1her0NgYKB8RDMAjBkzBtWrV9eo70w//fST6I9SOX0+IyMjsX//fnm5QYMGkv+fGTZsmNp3jFy7dk30/+p3330n7fzUo4f8+6a+nZ+ISDkmWSlPkyZNEq0wOnPmTLUv1gYOHCi6jSIlJQWDBw9GRkaG1uIEPv5n+ezZM3n5u+++wz///KPxX1iJiKjoynq7n4WFBYYPHy65zVq1aom+QAcEBMhXtFZF48aNUb58eY37t7Kygru7u7ycV4Lv4MGD8t9NTU2VjhjTxNixY7XSjiYMDAzg7e2ts/6Bj6PvMmUdUaiOzp07w8LCQuMYXGvUECW17ucxQurg4cPy38uWKQPvLl007jursSNHqvX8fVmOSSMjIwweMEByDCO/+OJ/7Ws4FURBc3Jy0uiP/RcuXBBN1/Hll19q5Vb47J/prOdPVXTv3l3jvhs2bKhwK3yPHj00bq9x48aicnh4uMZtqUvK62BsbIx69eqJ6qS8Dubm5qIEbV6vQ/b3/KuvvtK470yOjo7o27evvHzlyhXRd7lMBw4cEH1v1EbfgPr/V2U9fxgZGWnlD4ojs5wj9eX8REQ5Y5KVcnXnzh3Rrf0tWrTA7NmzNWrryy+/hK+vr7x87do1bNu2TWqIcvv37xd9WfT19cXPP/8sGlFEREQEfBwxcunSJXm5TZs2khJaWXXr1k3+e0JCAm7evKnyttq4gyLrSNSs8/YpExISIv+9WbNmkkcuZmrQoIFW2tFEzZo1tbYfWWVkZOD169eIiIjAvXv3cPfu3Rx/sv5xWpM5/wDpx4JMJkMZZ2d5+X10dI7PTUhIwL0sCfmO7dtr7fqpo5rz4l7KMkrMo0ED2NvbS46hS5Zb7h8+fKgwZ39hpMmUIQDkc3Zmyno+kqJ58+aipP3FixfV2j7r6G51WVhYiPq2traGm5ubxu3Z2tqKzvd5nSe1KXuCV11lypTJt/byeh2yHlu1atVCpUqVJPWdKfsxmvX/5kzZ78rQ1h/S1P18ZI3Nw8NDO+enLH/Q0pfzExHljElWytWCBQuQnp4O4OPF+urVqyVddC9btkx0y37WOW2kmjZtmvz3cuXK4Y8//tBa20REVLQ8e/YMcXH/WwhMm0nB7CONbt++rfK2VatWldx/1i99mYtPKpOQkCBfGAmAxrecFjaVK1fWWltnzpzB6NGjUbNmTZiZmaF06dKoWrUqXF1d4ebmluNP1i/imt61o5VjIUtiKrdj4fGTJ6I4a2k4z6Ey6t5NdPvOHfnv7lqKw8nJSZRwVuczqSuaHsdZ983IyEjt26FzYmhoKGpLndewZMmSku8qy3pe08ZnXNXzpLZJjT17Uk+TOZtzai+31yE9PR337t2Tlwv6/8w7Wc4LFSpUgKOjo1b6zp60zkvW2LLeNSKFk5OTKA59OD8RUc50uyoBFWqxsbHYsWOHvOzt7S35Qq18+fIYMGCAfHTs/fv3cfbsWTRv3lxSuydPnhTNDTVp0iSt/GWRiAoHE0PNFuGh/+FrKPbmzRtRWcot+tlln9M06zzheZEyt1umrHPs5ZbgyzofLQDJ89FmV6pUKVESt6BoOu9jVhERERg+fDhOnjwpuS1NFaVjQR1vs0yvsMHPDxv8/LTex6NHj7TeprZpehxnPbeVKlVK40XslMl6blPnvKaNkeVZj2Vtt6ft6ctyIzX27IsKarO93F6HmJgYfPjwQV4u6P8zs9Zps291ZY1jw4YN2LBhg9b70IfzExHljElWytGePXtEi2F8/vnnWml32LBhoikItmzZIjnJ+ueff8p/t7a2xrBhwyS1R0SFS9y0uLyfRKSG7CN2si68IVX2EVtZF47MS/Yv0Pkp+50pWRc90gZ15qLVJqnTPoSEhKBt27aIzuX2+oJQlI4FdWS99swv2ZPKhZGmx3HWc5s2z2uA+Nymy/NaQX42tE1fX4v8/D/TxMQERkZG8iSusmMr63lB28e1Onh+IqK8cLoAytHx48flv5ubm6NjlvmspGjWrJloQYhjx45JbjMoKEj+e48ePbQy+oOIiIqu7IlQbd4umv0LopWVldba1iZbW1tROfvoXql0naTURFxcHHr06CGKvUyZMpg1axZOnTqFV69eISkpCYIg5PozZMgQ3e2EBvL7WFBHQSxWWpC3hxe0rK+ftvcz67mtsJ7XKH/k5/+ZqampolGyyo6trH900OXnl+cnIsqL/v4ZkPLd2bNn5b83bNhQa381NDAwQNOmTeUrVD58+BAvXrxQe06cTLdu3RKtoqqNRUOIiKhoc3JyEpWVrWasqextaWvuOG0zNzdHmTJl8OLFCwBQa4Guomrz5s2i969du3bYsWOHQhKyqKlcqRIMDQ3l8/DfzDIFk1Tx8fFqPd/J0VE+kqtB/frYmuXuJ8lMTQEU3s+kNmQ9t0VGRiI1NVVrUwZk/WwU5deQFNna2sLExASpqakACv7/zKx12uxbXU5OTv87PzVogK1bt2q9D362iPQbk6ykVHJyMiIiIuTlhg0barV9Dw8PeZIV+DjBt6ZJ1tDQUFHZ09NTUmxFRVhYmM4SztlXtiUiKmzKlSsHW1tb+crvV69e1VrbISEhorK2FsfIDx4eHti3bx+Aj+fu2NhYrdwNcuXKFclt6MKmTZvkvzs4OMDf37/IJ1gBwMzMDO41ayL0/xPtgUePQhAESYudZjocGKjW891r1kT4/1+DJiYmwrVGDckxyJmZaa+tQirr+ebDhw+4ceMGGjVqJLndDx8+iP4QU5jPa6R9BgYGcHV1lX/vKuj/M2vWrIkTJ04A+JhkjYyMRMmSJSX3rW7C1t3dHeHh4QD+//zk6io5BiIqWphkJaUePXokmo9Lmyv1Kmsva0JXXQ8ePBCV3dzcFJ6TkJCAo0eP4uDBg7h27Rpev36NyMhIGBoaws7ODtWqVUOTJk3QrVs3yfPDFhbx8fG4ePGirsMgIiq0mjZtioCAAADAiRMnEB8fr5VbYPfv3y//3cbGplAnI7p16yZPsqampmLjxo34+uuvJbf722+/SW6joAmCgBs3bsjLAwYM0MoiWvqiW5cu8iTry1evsO/AAXTv1k1yu7+tW6fW85t5emLfgQMAgLv37uFheDhcqlaVHEdx0axZM1F5//79Wkmynj59Wv5HKeDj+ZOKl2bNmsmTrLdv30Z4eDiqauGzmfX/TJlMpnTATJMmTbB69Wp5+cCBA1pZLyRr36po1qyZ/P/Mu3fv4uHDh3BxcZEcBxEVHZyTlZR6/vy5qKztVRyztyflto/Hjx/LfzczM4NZllEKSUlJWLBgAcqUKYMePXpg/fr1uHLlCp49e4aUlBQkJibixYsXOHXqFBYtWoQWLVqgVq1a2LNnj8bxEBGRfvD19ZX/npSUpJVVgm/evIkzZ87Iy97e3lpd3VvbevfuLVqdet68efjvv/8ktXnu3Dls3rxZamgFLioqSrRYV82aNTVuK/sfgPXBkIEDYWDwv68GU77/HnFx0hYd3O7vjxOnTqm1jW+PHqLyiiyJFcpbo0aNRKu1r1+/XiuL0K3O9j5kPX9S8ZD9PV+1apXkNqOiouDv7y8ve3l5wdnZWeF5Xbt2FS3ytXLlSsl9C4Kg9h8Es78GK1askBwHERUtTLKSUtnnz9L2QlLZ21NnhdLssq7AmHXEyZ07d+Dm5obp06ertUrjrVu30LNnT/Tt21ftecSIiEh/fPbZZ3BwcJCXf/rpJ8kL/kycOFFUHjt2rKT28pudnR3Gjx8vL0dFRaFPnz5IS0vTqL3Xr1+jT58+okVM9EX2W+M1vTa5e/cuzp8/r42QClQ1Fxf069NHXr7/4AGGjxqlcXt37t7FF2PGqL2dS9Wq6NCunby8dsMGhGlxjtiiTiaTYUyW1/3Vq1dYsGCBpDbPnj0rmuarffv2qFatmqQ2Sf+0adNGdMfgmjVrcO/ePUltTp8+HcnJyfJyTv9nlihRAr169ZKXr1+/Dj8/P0l9//nnn7il5rnFxcUFHTp0kJfXrl2LsLAwSXEQUdHCJCsplX1VQzMtz2GVfREtKcnMrF+CMkfjXL58GS1atMCTJ0/kj7Vo0QILFy5EQEAAQkJCcOPGDZw4cQIbNmzAsGHDFOZc+/fff9GpUydJCWAiIiq8rKysMGXKFHn5zZs3GDhwoHzxH3UtXboUQUFB8nKHDh304pba6dOnixIm58+fR7du3RAVFaVWO7dv30bbtm3lC2npG0dHR9F0EafUHIEJfJy3csSIEdoMq0D98vPPoj88+O/ahSFffKH2tdC58+fRwdtb4+u7H2fMkCe9U1NT8emAAXj79q1GbQHAy5cvi9UfzseNG4dSpUrJy/Pnz5fPZ6muN2/eYPDgwfJpxGQyGWbNmqWVOEm/GBgYYPbs2fJySkoK+vbtq/F3pZ07d4ruIHFzc0Pfvn1zfP706dNhaGgoL3/99de4ffu2Rn3fuXMH3377rUbb/vjjj+Lz06ef8vxERHJMspJKtLHwQX61l7nKJfDxy82rV6/QrVs3+X92devWxdWrV3H69GlMmTIFnTp1Qv369VGnTh20bt0an3/+Of788088e/YMs2fPFt2Kcu7cOYwcOVJrsRYkKysreHp66uSHiEhffPvtt2jQoIG8fOTIEfTp00c0skYVq1evxuTJk+VlS0tLrFmzRmtx5icLCwv4+/uLpg04cuQI6tatiz179ojmaFcmNTUVq1evRqNGjeSjgry8vNCmTZt8jVvbZDIZPvnkE3n5wIEDoqkf8pKWloZhw4bh7Nmz+RFegShVqhT+9vMTXQv9tXUrGjZtilMqvBbx8fGYM28eWnXogOf/P+1E7549UaN6dbXiaNK4Mb4aPVpevnvvHlp37IhHWaaIUtXNsDA0adkSvp99JrpmLMqsra1Ft0GnpaWhe/fuOHbsmFrtvHz5Eu3bt8ejR4/kdSNHjlSY95WKjz59+qBblrmab9y4gU6dOuHdu3dqtbN7924MHDhQ/v+LgYEBNmzYIEqiZlenTh1888038nJsbCzatWsnmktbFaGhoWjXrp38Tkd1p4Zp0qQJvvrqK3n57t27aN26tehzoqqbN2+iSZMm8PX1LTbnJ6KijgtfkVIWFhaiclJSklbbzz5SVspCI1lH2cbGxmLq1KmIjIwEAHz++edYs2aNSvPhWVtbY9asWWjVqhW6dOki3+etW7di4MCB6NSpk8Yx6kKtWrVw4cIFXYdBRFSoGRkZYefOnfD09MTr168BALt27UKDBg2watWqPBOFjx49wuTJk7Fz5055nYGBAf766y9UqVIlX2PXprp16+LAgQPo3r07oqOjAXxMsPTs2RMuLi7w9fVF48aNUbFiRZibmyM+Ph7h4eE4d+4cdu3ahVevXsnbcnV1xd69ezFo0CAd7Y3mRo8eLV8IJSMjAz4+Pti8eTO8vb1z3e769esYM2aM/P/dypUra/SFuzDo0K4dtm7ciMFffCGfy/Pe/fto3aED6tapg+7e3vBo0ABlnJ1hamqK2NhY3H/4EKfOnMGe/fvlxw8AtGjWDH9t2ID6GvwBdtH8+bhx86Y8uRt26xbqNGqEmdOmYfSXX+Z57fju3Tss/OUXrPr9dyQmJuLZ8+cYOXIkNm7cqHYs+sjX1xdTpkzBokWLAABxcXHo2LEjJkyYgOnTp8Pe3j7HbdPT07F161ZMnDhRNIWKl5cXfv3113yPnQq3TZs2oWnTprh79y6Aj9NJ1KlTB8uXL4evr2+ug2lev36N2bNnY+3ataI/4C1duhReXl559j1v3jxcunRJ/sesly9fwtPTE7Nnz8b48eMV7pbMKjExEStWrMCcOXPkf0j99NNPUbNmTcyZM0elfc+0aNEi3LhxQ37HQ1hYGOrUqYOZM2di9OjRqp2fFi7EqlWrPp6fnj0rVucnoqKMSVZSKvt/DOrMaaqK7AspWFpaatxW1m3fvn2LTZs2AQA6duyIdevW5foXUWVat26NjRs34rPPPpPXzZ07V++SrERERcGbN2/kX+S0oXr16qLFfQCgUqVKCAwMRKdOnfDy5UsAH28lbNu2LerXrw9fX180bNgQzs7OMDQ0xNu3bxEWFoaAgAAEBgaK5h81MjLC+vXr9XJRmJYtW+L8+fMYMGAArl27Jq9/+PChPFGTl44dO2Lbtm0KCZzsr3lh1blzZ/Tq1UueNI+Ojka3bt3QtGlT+Pr6ol69enB0dIRMJsObN29w/fp1HDhwACdPnpQnDHx8fODp6Ynp06frclck6dO7N8qVLYtBw4cjIkuy+EZoKG78/+rieRnUvz/WrV6tMOWUqseCqakp9vr7o2ffvvLFs+Lj4zHl++8xf/FieHfujJbNm8O1enXY2dkhJSUFkVFRePDwIQKPHcPJ06dFf9R3cHAQzVVaHPz8889ITEyUL1CUnp6OJUuWYO3atejRowfatGmDGjVqwMbGBklJSXj8+DEuXryIHTt2iKbcAj6O3tu/f7/WpxAj/WNvb48jR46gU6dOuHPnDgDgv//+Q+/evVG9enX07t0bTZo0Qbly5WBiYoLo6Gjcvn0bR48exYEDBxQG78ydOxdff/21Sn2bmppi79696Ny5My5fvgwASE5OxtSpU7FkyRL06tULLVu2hIuLCywtLREfH48HDx7gzJkz2Llzp+i2fk9PT2zcuBGLFy9W+zXIjKNnz57yqTji4+MxZcoUzJ8/H97e3mjZsiVcXV3/d36KjMSDBw8QGBiIkydPFvvzE1FRxSQrKVW2bFlR+fnz51pt/9mzZ6Jy1lVQ1eXo6KhQZ21tjb/++kvtBGumvn37Ys2aNfK/Tp4/fx5PnjxBxYoVNY6TiIjUt3r1aoVVraV4//69aJHETHXq1MGlS5cwePBgnDx5Ul5/7do1UcIxNxUqVICfn5/olnN94+bmhsuXL+P333/H4sWL8fTpU5W2c3FxwYwZMzB48GB5XdbFs7LPe16Ybdq0Ce/fv8fx48fldefPn1dpMauuXbvin3/+wfLly/MzxALR1MsLN69cwS/Ll2PFb7+pvChc/Xr1MHfmTHTt3FleJzoW1FhM1dbWFof37cO0GTOwbNUqZGRkAPiY/N6ybRu2bNumUjvuNWvCf+tWuNWrp3LfRYFMJsPKlStRs2ZNTJ48WT53ZlxcHDZv3ozNmzer1M6IESOwfPnyXEcJUvFSoUIFnDt3DiNGjBDdyXH//n3Mnz9fpTYcHBzw22+/oU+WBfdUUaJECZw4cQJjxoyRD64BPv5Rdu3atVi7dm2ebfTs2RObN2+WNNDH1tYWhw8fxrRp07Bs2TLx+WnLFmzZskWldtzd3eHv7y9aVIyI9Jd+DCugAlelShXRrR4RERFabT/7LXRVq1bVuK3KlSsr1A0YMAAlS5bUuE0AGDJkiKh87tw5Se0REVHhVr58eRw/fhx+fn5wcXFReTs7OzvMmDEDYWFhep1gzWRkZIRx48YhPDwcR44cwVdffYWmTZuiZMmSMDU1hYmJCRwdHeHp6YmvvvoKgYGBuHfvnijBCnxMaGdSltgurCwtLXHkyBH8+OOPKn8Bt7Ozwy+//IJ9+/YVqUSUhYUFZkybhqf372P39u34cvhwNGrYEI6OjjAxMYGJiQlKlSqFls2bY/KECTh3/DhCLlwQJVgB4H2WKQTUPRZMTEzwy8KFuHzmDLp17arWvP7OpUtj3erVuHH5MtxcXdXqtygZPXo0bt68iSFDhojm281Lq1atcPLkSaxbt65IHdekHfb29tixYwf27t2L+vXrq7ydubk5vvrqK9y6dUvtBGsmCwsL+Pn54ciRI2jSpInK21WpUgWbN2/Grl27JCVYM5mYmOCXX37B5cuX0a1bN/XOT87OWLduHW7cuMEEK1ERwpGspJSZmRmqVKmC8PBwAEBISIhW2w8ODhaV1Z1wPCtlX4Tbt2+vcXuZWrRoISrfu3dPcptERFS4yWQyDBkyBIMGDcKZM2ewb98+BAcH4/79+4iOjkZGRgZsbW1RsWJF1KtXD506dUKXLl0U5jIvCoyMjNChQwd06NBBo+2zjnzMbf7HwsjIyAgzZszAuHHj8M8//yAoKAg3b97EixcvkJKSAgsLC5QuXVp+DPTu3Rs2aozQ1Dfm5ubo4eODHj4+am+blpYmmnbKXsOEe8MGDbDv/29j33vgAM6eP4+w27fx8tUrxMfHw9DQEPb29qhSqRIaNWyIDu3aoUO7dmolFYuyypUrw8/PDwsXLsTu3btx/PhxhIaG4tX/v37m5uZwcHCAu7s7mjZtip49e0q6Pqfiw8fHBz4+PggODsaePXtw6dIl3LlzB+/fv0daWhqsra1Rrlw51KtXD+3atYOPj4/W/vCW+X9USEgIdu/ejYsXL8r7Tk1NhY2NDSpXrgwPDw/4+PigQ4cO+XJOaNiwIfbt2/fx/LR3L86ePYuwsDC8fPlSfH6qUgWNGjWSx83zE1HRIxPyWjKWiq2hQ4fKb8GwsLDA27dvtTIPkyAIKFOmjHyRDBcXFzx48EDj9l68eKEwvUFISIhaf1FVJiEhQTQ37fjx4wvt7X9eXl64ePGiqM7T05MLX5HOPH78WGHOLXNzc1SqVEk3ARFRgYqMjESpUqXk5ZkzZ6q9sAgp8f+LteiTy8HBaNKypbz859q1GJZt1HOB4XyiREQq4bU8FTb6kvPgdAGUo6wrKicmJuLIkSNaaffcuXOiVYjbtm0rqb0yZcoonOw1nYs1q+wLM2ijTSIiouIgc07zTKqsGk1F06kzZ0RlLzVu7SUiIiLSJ0yyUo569Oghmn9p48aNWmnXz89PVB44cKDkNnv06CEqa2MO2eyLfSlbYIuIiIgU/fbbb/LfjY2N4enpqcNoSFcyMjKwdsMGeblkyZKoUb26DiMiIiIiyj9MslKObGxs0Lt3b3l53759uH37tqQ2//vvP9FKptWrV0fz5s0ltQl8XOgqK22Muj2TbeRFrVq1JLdJRERUGCUkJOC7775DfHy85Lb27duHkydPysv9+vXTq4WviruXL19i1ty5SEtLk9zW6t9/R3iWP3yP+uILtRaGISIiItInTLJSrqZNmya/TV4QBIwdO1ZSexMmTEBqaqq8PHPmTEntZfLw8ECzZs3k5S1btiAqKkpSm+vXr5f/bmJiorAQFhERUVExdepULFq0CA0aNMDZs2c1bickJARDhgwR1X377bdSw6MCNPKrr/Dj/Plo9sknCLt1S+N2jgQFYdK0afKymZkZxo4cqY0QiYiIiAolJlkpV25ubhg2bJi8fPLkScydO1ejtv7880/4+/vLy/Xr10e/fv0kx5gp64Ia8fHxGDVqFDRd1+33338XTarcrVs3vVsZmYiISBWnT5/G6tWrAQAPHjxAixYt0LJlSxw4cAAfPnxQqY34+HgsWbIETZs2RXR0tLx+ypQpqFu3bn6ETflgy7Zt2H/wIAAg+OpV1GnUCN169cKpM2eQkZGhUhtv3rzBtBkz0KVHD9Ef1pcuXIiSJUvmS9xEREREhYFM0DQLRcVGTEwM6tatiydPngAAZDIZlixZotbIlH/++QeDBw+W33pmZmaG4ODgXG/Bv3nzJkaMGIE7d+6gQ4cOWLduXZ6JzqFDh2LTpk3y8pdffonVq1fDyMhI5ViPHDmCbt26yWM1NDRESEgI6tSpo3IbBU1fVtqj4oMrkhLpj8jISPj6+uLcuXMKj1lbW6NVq1Zo3bo1KlasCCcnJzg4OCAxMRHR0dG4f/8+Lly4gIMHDyImJka0bfv27REQEMCFI7UpOTlfm38YHg6f3r1x5+5dhcccHBzwScuWaNm8OcqVLQsnR0fY2dkhPj4e0TExuHX7Ns5fvIhDR44gOVucnw8Zgg2//56vsavEzEzXERAR6QVey1Nhoy85DyZZSSWXL19GmzZtkJCQIK/r3bs3fv31V5QrVy7H7aKjozFjxgysXr1aPqpUJpPhzz//xNChQ3PcLi0tDW5ubggPD5fXDRkyRGHRrOxiY2PRrFkzhIWFyeuaNGmCVatWwcPDI9dtExMTMWvWLCxdulQ0WmPmzJmiUbKFkb6ccKj44IUZkX5JT0/HsmXL8NNPP4lGomrq66+/xuLFi2FsbCw9OPqffE6yAkBSUhLmLliAZatWKZzH1WVoaIifZs3Cd5MmFY65WJlkJSJSCa/lqbDRl5wHk6yksqCgIPTo0QOJiYnyOmNjY/j4+KBjx46oWbMmbG1tERcXh4cPH+LEiRP4999/RYlZmUyGZcuWYfz48bn2dfPmTYWRow4ODnjz5k2ecb58+RKtWrXCgwcPRPVeXl7o0qUL6tWrhzJlysDY2BiRkZH477//EBQUhL179yIuLk60zYABA/DXX3/BwKBwz6yhLyccKj54YUakn2JiYrB+/Xr4+fnhlprzccpkMnTq1AlTpkxB69at8yfA4q4AkqyZXr16hTXr1+OvrVvx+P/vZlKVkZERevXoge8mTkT9evXyJ0BNMMlKRKQSXstTYaMvOQ8mWUktoaGh6NWrFx4+fKj2tnZ2dvjrr7/QrVu3PJ97+/ZtuLu7i+pKliyJ169fq9RXdHQ0hgwZgn379qkdJwAYGBhg6tSpmDt3bqFPsAL6c8Kh4oMXZkT67+HDhzh27BiuXLmC27dv4+nTp3j37h2Sk5NhYWEBe3t7lChRAnXq1EHTpk3Rrl07uLi46Drsoq0Ak6xZ3QwLw/GTJxFy/Tru3ruHZ8+fIzomBikpKbCysoK9nR0cHR1Rv25dNPPyQvs2bVC2bFmdxJorJlmJiFTCa3kqbPQl56H6RJVEAOrUqYObN29i8eLFWLp0qUq3FJqYmGDo0KH46aef4OTkpFI/NWrUQM2aNXH79m15Xc+ePVWO087ODnv37sW+ffswY8YMhIaGqrxt27ZtsXDhQjRs2FDlbYiIiIoaFxcXuLi4YCRXhC/2ateqhdq5zKNPREREREyykgbMzMwwY8YMTJo0Cbt370ZQUBCCg4Px8uVLxMbGwtLSEk5OTqhfvz5atWqFzz77DA4ODmr1YWhoiF27dmHYsGG4desWunTpgkWLFqkdq4+PD3x8fHD9+nXs2bMHV69exa1bt/Du3TvEx8fD1NQUTk5OcHNzQ8uWLdGzZ0+4urqq3Q8RERERERERERVfTLKSxszNzdG/f3/0798/X9qvUaMGzp8/r5W26tWrh3qFaU4wIiIiIiIiIiIqMgr/ZJNEREREREREREREhRiTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKREREREREREREJAGTrEREREREREREREQSMMlKRERERFonk8nkP6NGjdJ1OEQF5uLFi6Lj38/PT6XtfvvtN5QvXx4lSpTAqFGjkJKSolH/586dw6hRo+Du7g57e3uYmJigVKlSaNu2LRYtWoQ3b97k2cahQ4cwdOhQVK9eHba2tjA1NUWZMmXQpUsXrFmzBvHx8RrFRkREVJQZ6ToAIiIiIiKi4uz06dMYO3asvLx27Vo4Oztj1qxZKrcRHx+PoUOHYufOnQqPRUZG4vjx4zh+/DgWLFgAf39/tGvXTuF5r1+/Rp8+fXD69GmFx16+fImXL18iICAA8+bNw8GDB1G3bl2V4yMiIirqOJKViIiICo2TJ0+KRoCp82NmZgYnJye4uLigU6dOmDRpErZv347o6Gitx1mpUiWN41Tl5/HjxwCAoUOH5ms/2X+GDh2q9deKiPIWHBysUHflyhWVt09LS0PHjh2VJlizi46OhrGxsdL65s2bK02wZvfy5UtYW1urHB8REVFxwJGsREREVCSkpKQgJSUFb968QXh4OI4cOQIAMDIywieffILx48eja9eukMlkOo6UiEjM09NToc7Ly0vl7efOnYvz58/Ly3Z2dhg3bhzatm0LBwcHvH//HhcvXsSff/4JKysrtGrVSqGN8ePH4+HDh/Kys7Mzvv76azRv3hw2NjaIiorC6dOnsWHDBjRu3BhVqlRRcy+JiIiKNiZZiYiIqEj78OEDgoKCEBQUBDc3N6xYsULpbbJERLrSrFkzrFmzBvPmzUNCQgL69OmDiRMnqrRtXFwcli9fLi+XLFkSFy5cUEiCtmzZEt9++y3Cw8MV2oiIiMDff/8tL7u5ueHUqVNwcnISPa9NmzaYPHkyoqKi1Nk9IiKiYoFJViIiIiq0xo4di3Hjxqn03KSkJMTGxuLFixe4desWLl26hFOnTiEtLU3+nDt37qB9+/YYNGgQfvvtN1hZWUmOsUyZMjh27JjkdrIqW7YsAGDBggWYOnWqytvt3r0b06dPl5fnz5+Pnj17qry9ra2t6kESaYHf5s0Y9uWX8vKFkyfh2aSJDiPSnVGjRmm0SNzx48cRGxsrL8+fPz/HUaZGRkaoUaOGQv3+/fuRnp4uL69cuVIhwZrJ0tISlpaWasdJRERU1DHJSkRERIWWo6MjXF1dNd4+NjYW//zzD5YsWYIHDx7I6zdv3owbN25g//79qFChgqQYjY2NJcWYG2dnZzg7O6v1/Ozl/IqNiAqHrHO3ymQy9OrVS1IbJUqUQJs2bbQSGxERUXHCha+IiIioyLKxscGXX36Ju3fvYvny5aKRq6GhoWjRogX+++8/HUZIRCRN1lv3HRwcYGdnJ6mNKlWqcO5qIiIiDTDJSkREREWegYEBxo8fj2vXrqF69ery+qdPn6Jz586Ii4vTYXRERJpLTk6W/67pbfzaaIOIiKi4Y5KViIiIig0XFxdcvHgRderUkdfdvHkT3377rQ6jIiIiIiIifcckKxERERUr9vb2OHToEMqUKSOv++OPP3D06FEdRkVERERERPqMC18RERFRsVO2bFmsX78eXbt2ldd9//33aNeunQ6jImXS09Nx+vRp7Nu3D1evXsWDBw8QExOD9PR02NraokKFCqhbty46duyILl26iObd1YaIiAjs3r0bZ8+eRVhYGKKiopCQkABzc3OULFkSbm5uaN26NXx9fVG5cmWV2338+LHo+VFRUXB0dBQ9582bN9i9ezcCAwMRGhqKV69eITExEZaWlihVsiRqu7ujdcuW6Onjg7Jly2ptnwEg4tEj7Ny9G+cuXEDY7duIevMGCQkJsLKygpOjI2rVrIlmXl7w7dEDVVTc7+joaNjnsZCbV+vWuT5+7eJF1KtbV9Xd0FhSUhICAgJw6NAhXL9+HU+ePEFMTAyMjY1RokQJuLu7o0WLFujTpw+qVaumlT47deqEI0eOAAAqVqyIx48fKzxnz5496NmzZ45tPHnyJNf5VG1tbTF79mxMmDAhx+ecOnUq1zbq1q2L69ev5/g4ERFRccUkKxERERVLXbp0ga+vL3bt2gUAuHz5MoKCgtC+fXsdR0YAkJGRgQ0bNmDBggV49OiR0udERUUhKioKV69exZ9//gkbGxuMHTsWU6ZM0Wjxn6wuXryIH3/8EQEBAUofj4uLQ1xcHMLDw3HgwAFMmTIFXbt2xcKFC+Hm5iap7+joaMyaNQvr169HUlKSwuMxMTGIiYnB/QcPsHPPHnwzeTL69u6N2T/8gGouLpL6Drl2DTPnzsXBHPY7s++H4eHYs38/Jk+fjq6dO2P299/Do2FDSX0XBomJifjll1+wbNkyvHv3TuHxtLQ0JCYm4vnz5zhy5AhmzJiB7t27Y+HChaL5nomIiKj44XQBREREVGz98MMPovJff/2lo0goq4iICDRv3hxffvlljglWZWJjY7FgwQK4u7vj8OHDGvWdnJyMsWPHomnTpjkmWJXJyMjA/v37UbduXaxcuVKjvgHgwoULqFWrFlasWKE0wapMeno6/t6+HXUaNcIyDftOT0/H1B9+QOMWLXJMsObkYEAAmrRsiUlTp+LDhw8a9V8YXLp0CXXq1MHMmTOVJliVEQQBe/bsQb169bBx48Z8jpCIiIgKM45kJSIiomKrfv36aNSoEYKDgwEA+/fvR2pqKkxMTHQcWfEVHByMrl27IioqSlRfr1499OzZEw0bNoSzszOMjIzw7t07hIWFISAgAIGBgfIE34sXL+Dt7Y0VK1ZgzJgxKvf99u1bdOvWDRcuXBDVlyxZEr6+vmjevDlcXFxgYWGB169f49mzZzhy5Aj279+PxMREAB9HOo4fPx7R0dGYMWOGWvt+/PhxeHt7i5Krbm5u6NWrFxo3bowyDg4wMTHBu/fvEXbrFg4dOYLAo0fl+52cnIwJU6bgzr17+H3lylxv+c4qMTERvfv3R8D/36qeycHBAb169ECLZs3gUqUKrKyskJCQgPCICJy7eBE7du9GZGQkgI9J5l+WL0doWBh2/fOP0mkbbGxscCfbbeZ+mzdj4S+/yMsb162DZ+PGOcZauVIllfZJXXv37sVnn32G5ORkUX29evXg6+uLhg0bonTp0jAyMsKbN29w8+ZNHDx4EMeOHUNGRgaSkpLw+eef4/3792jatGm+xAgA7dq1w507d0R1Q4cOxaVLl+Tl7I9nZWhoCEdHR3Tq1ElU37p1a7x+/RoAUKpUKZw8eTLHNszMzDSInIiIqOhjkpWIiIiKNV9fX3mSNSYmBiEhIfD09NRxVMXTvXv30KlTJ9EoQldXV6xatQpt27ZVuk3r1q0xbtw4REREYMqUKdi5cyeAjyMzx44dCxsbGwwcODDPvhMTE9G1a1dRssra2hpz587FqFGjYGpqKnp+7dq1AQDDhg1DfHw8lixZgvnz5yMtLQ0AMHPmTNStWxc+Pj4q7Xt4eDh69+4tT7BWrlwZK1asgLe39/+elCUB2KpFC4wdNQrhERGY+N132HvggPyxdRs2wN7ODj//9FOe/aanp6PfkCGiBKuZmRlmTZ+O8WPHwsLCQmGbJo0bo/9nn+GXn3/GmnXrMOPHH5GQkAAACDp2DJ8OGID9O3fCyEj8VcPAwACuNWqI6hTK1asr1OW3s2fPom/fvkhJSflfHHkcd23atMHXX3+Ne/fuYdKkSTjw/6//pEmTMG3atHyL1crKCq6urqI6V1dX+XFbsWJFhceVsbe3V2gjM8nq6uqqUhtEREQkxukCiIiIqFhr1qyZqBwaGqqjSIq31NRU9OrVS5Rg9fX1xbVr13JMdGVVpUoV7NixAytXroSBwf8ucb/44gvcvXs3z+2/+eYbUYK1evXquHbtGr7++muFBGt2VlZWmD17No4fPw5ra2sAH0cM3r9/P89+M40YMQLv378H8HEBpBs3bogTrDmoWqUK9vj7Y+nChaKRqwt/+QWHAwPz3P7nJUuwL0uC1rl0aVw8dQpTJ09WmmDNyszMDBPGj8eVc+dQsUIFef3hwEDMXbAgz74Lg5iYGIUEqzrHXY0aNbB//34sXrwYMpkMgiBg/vz5+RkyERERFVIcyUpERIWftTWQmqrrKPSbiQkQF6frKAqlzBGJmXK71Zbyz4IFC3Dr1i15uVOnTvj3339haGioVjvjxo1DWloavv32WwBASkoKvvzyS5w+fTrHbU6dOoX169fLy+XKlcOJEydQpkwZtfpu3rw5du3ahfHjx2Pjxo1o0qSJytvevHkTANCiRQvs3btX7SkrJowfD0EQMHHqVHndqK++wv2bN3Ns68HDh/gxS0LQxsYGRw8dQk01F+5yrVEDRw8dQpOWLeVJ8gWLF6Nfnz4FPipVXT/88ANevHghL2t63E2aNAmpqan4/vvvtR0iERER6QmOZCUiosIvNZU/2vghpezs7GBubi4vq7rgDWlPdHQ0li5dKi87OTlhy5Ytaie6Mk2YMAEdO3aUl8+cOYNjx47l+PyZM2fKf5fJZNiyZYvaCdZM7dq1Q1hYmFoJ1ky2trb4559/NJ4T+Nuvv0bXzp3l5SdPn2Lz33/n+Pyffv4ZqVnODSuXLlU7wZrJpWpVrP71V3k5LS0N8xYu1KitgvLq1Sv88ccf8rLU427atGlo1aqVtsIjIiIiPcORrERERFTs2djYyOfCjImJUWvbqKgolW5Hz4uhoSGqVasmuR199PfffyM2NlZenjFjBhwcHCS1uWTJEgQGBkIQBADA77//rvT279u3b4tGufbs2VNyoizrdAXq+O677zRO7mZatngxDgcGIj09HQCw/s8/MXzoUIXnRUdHY9u//8rLDerXx+ABAyT1/VmfPli6YgWCr14FAGzfsQMrly6FnZ2dpHbzy5YtW0QLXUk97mQyGX755Rd4eHhoIzwiIiLSM0yyEhERUbGn6irsyiQmJsJNw9F/Wdna2iI6OlpyO/po9+7d8t8tLCwwfPhwyW3WqlULrVq1kq+SHhAQgJSUFIX5VbP2DQBfffWV5L41NWrUKMltuFStCu/OneULYV2+cgWvXr1C6dKlRc87GBAgX6QLAL4aPVpy3wAwdtQoDB0xAsDH0awHAgIwsF8/rbStbfv27ZP/rq3jrmHDhihVqpR8ESkiIiIqPjhdABERERV7WUev2tra6jCS4kcQBNGCU23atMlzwSVVdevWTf57QkKCfN7TrC5cuCD/3c7ODi1atNBK3+qqU6eOworvmurh4yP/XRAE+cjSrC5kec0BwDvLNANSZG/nYrZ+CouMjAxczfK6aPO4GzRokFbaISIiIv3CJCsREREVa9HR0fKpAgBoLdFFqnn27BnisizK1qBBA621Xa9ePVH59u3bCs/JWlenTh2N5+OUqmHDhlpryyPba3hHyXQWt7PUVShfHo6Ojlrp28HBAeXLlVPaT2Hy9OlTJCYmysvaPO44LysREVHxxOkCiIio8NNwERjKgq9hjkJDQ0XlmjVrqrV9xYoV8fjxYy1GVLy8efNGVC5fvrzW2i6XJdkHAG/fvs21f232rS5t9l0hW1tvlSzm9ibLa1E+2+skVbmyZfHs+fMc+y4Msh8LWn39K1TQWltERESkP5hkJSKiwi/LKDcibTt37pyoXKdOHR1FUjxlHU0IAObm5lpr29LSUlROSEjItX9t9q0ubfad/bb3gt7vrK+7sr4Lg6yj14H8Pe6IiIioeOB0AURERFSs7dq1S/67ra2tVm8bprxlT0hlT7pKkT3BZ2VllWv/2RNvBenFixdaayv7a6gs6Ze1TpuvOSB+3ZW95oVB9kR0fh53REREVDwwyUpERETFVkhICK5cuSIve3t7w4RTKxQoJycnUfnZs2daazt7W8rmHc3avzb7Vtf169e11tbTbPvhUKKEwnOcsrwWmbf2a0vW9hwdHLTatrZkPxby87gjIiKi4oFJViIiIiq25s6dKyoPGTJER5EUX+XKlYOtra28nHXFd6lCQkJEZXd3d4XnZK0LDQ1Fenq61vpXx5kzZ7TW1tVr10Tlmm5uCs9xz1L37PlzREZGaqXvqKgoPP/vP6X9FCbly5cXjbLNz+OOiIiIigcmWYmIiKhYOnDgAPbs2SMvN2rUCO3bt9ddQMVY06ZN5b+fOHEC8fHxWml3//798t9tbGyUJlmbNWsm/z06Ohpnz57VSt+aiImJ0Uo7+w4ckP8uk8ngoWQKjGZeXqLygYAArfS9/9AhUbmpp6dW2tU2mUyGxo0by8v5ddwRERFR8cEkKxERERU7z58/x5dffimqmzdvno6iIV9fX/nvSUlJ2LBhg+Q2b968KRodmtNUEFn7BoBVq1ZJ7ltT69evl9zG4ydPsO/gQXm5SaNGKF26tMLzunTqBDMzM3l55Zo1kvsGgN/WrZP/bmpqii6dOmml3fzQvXt3+e/aOu6Cg4MRHBwsuR0iIiLSP0yyEhERUbHy7t07dOnSBS9fvpTXDR8+nKNYdeizzz6DQ5a5O3/66Se8efNGUpsTJ04UlceOHav0eS4uLujQoYO8vHPnTq3euq+OBQsWICoqSlIbk6ZOxYcPH+TlL4cPV/o8KysrDB4wQF6+fuMG/DZvltT31m3bcDXLrfKDBwyAtbV1rtuYGBuLyskpKZJiUMeAAQNEC4BJPe4EQVA47oiIiKj4YJKViIiIio2HDx/Cy8sLN2/elNfVqlULS5cu1WFUZGVlhSlTpsjLb968wcCBAzWeH3Xp0qUICgqSlzt06CCakiC7H3/8ETKZDMDHRNmAAQNESXh1HDx4EB4eHqJjTFXv3r3DoEGDNN7vtX/8gZ1ZpsCoXKkSBvbrl+Pzp0+eDHNzc3n560mTcPvOHY36fhgejvGTJsnLZmZmmJqlnJMS2RblCo+I0Kh/TTg4OGDMmDHystTjbv78+TpL0BMREZHuMclKRERERV5GRgZWrlyJ+vXr4/79+/L68uXLIyAgADY2NjqMjgDg22+/RYMsc4ceOXIEffr0QXJyslrtrF69GpMnT5aXLS0tsSaPW+GbNGmCr776Sl5+9uwZPvnkE0SomfA7c+YM+vbti6tXr6JRo0Z59qtM5n4nJSWptd0fGzdi7DffiOrWrloF42wjRbOqWLEifpo1S16OjY1Fuy5dcCM0VK2+7967h3ZduuDdu3fyutnff48qlSvnuW1NV1dRecfu3Wr1LdXMmTNRsWJFeVnT427JkiWYMWMGAMDZ2Rn29vZajZOIiIgKPyZZiYiIqMiKi4vD+vXr4ebmhvHjx4sWtqlduzbOnDmDcuXK6TBCymRkZISdO3eiVKlS8rpdu3ahQYMGOH78eJ7bP3r0CL1798a4ceOQkZEBADAwMMBff/2FKlWq5Ln9okWL0KpVK3n53r17qFevHlasWIGUPG5hT0xMxOTJk9G6dWskJCQAAFJSUkRTIORl7Nix8n3P3O+so3Fz8vTpU/QbPBgjxowRjcCcMW0a2rdtm+f2E8aPR9/eveXll69ewbNVKyxcsiTPRG9ycjJ+XbECHs2a4cnTp/J63+7dMfnbb/PsGwAqVKgA1xo15OXDgYHYtGVLjs8/reWFyaysrODv7w8LCwt5nTrH3f3799GtWzdMnjwZgiBAJpNh3bp1/MMNERFRMWSk6wCIiIiIcvLmzRvcvXtXpecmJycjLi4OL168QFhYGC5duoRTp04hNTVV4bn9+vXD2rVr85wvkgpWpUqVEBgYiE6dOslv179z5w7atm2L+vXrw9fXFw0bNoSzszMMDQ3x9u1bhIWFISAgAIGBgaK5SI2MjLB+/XqFha1yYmpqir1796JHjx44efIkgI9J+q+//hrz58+Hr68vmjdvDhcXF5ibmyMqKgrPnj3DkSNHsH//foWV6adPn44+ffqovO/lypXDvn370KFDB8TExODu3bvo0KED6tSpg549e6JRo0Yo4+AAY2NjvHv/Hrdu38bhoCAEHDmCtLQ0UVtfjR6NH2fOVKlfmUyGTX/8gbS0NOzauxfAx8/S1BkzsGT5cvTq0QMtmzWDS9WqsLS0REJCAh6Gh+PshQvYuWcPIiMjRe1169oVWzZuhIGB6mM5Jnz1FUaOGycvD/vySxw9fhx9e/dGxQoVkJSUhBs3b2LjX3/h8pUruBcaiqoqJM5V1ahRI+zatQu9evWSJ8lzO+7evHmD0NBQHDp0CMeOHRMltxcvXgxvb2+My7I/REREVDwwyUpERESF1urVq7F69WqttVe9enUsW7YMnTt31lqbpF116tTBpUuXMHjwYHmyEwCuXbuGa9euqdRGhQoV4Ofnh08++UStvm1tbXHkyBF89913WLFihXxE7OvXr7FmzRqVbv83MjLCzz//rNECSI0bN8apU6fQq1cvhIeHAwBCQ0MRquLt+xYWFlg8fz7GjBypVr+mpqbw//tv/Dh/PuYtXChPVr958wZr//gDa//4I882jIyM8N3EiZgzYwYMDQ3V6v+LYcOwa+9eHPn/kbuCIGDLtm3Ysm2b0ucvWLwYf2gwFUNuOnbsiNOnT6N///64d++evF7V487c3BwrV67E8BwWGiMiIqKij9MFEBERUZFmaGiITz75BLt27cKdO3eYYNUD5cuXx/Hjx+Hn5wcXFxeVt7Ozs8OMGTMQFhamdoI1k4mJCX799VdcvHgRXbp0UXk7mUyGzp0749q1a5JWmK9bty5u3LiBqVOnwsrKSqVtDA0NMbBfP9y8ckXtBGsmAwMDzP7hB1w9fx49unWTLwSWF5lMBh9vb1w5dw4/zZ6tdoI1s+9d//yDzz79NM/nWlpaolWLFmr3oYoGDRrg+vXrmDdvnlpTPXh7eyMkJIQJViIiomKOI1mJiIioSDAxMYG1tTVsbW1RtWpV1KpVC40aNUKnTp24CI0ekslkGDJkCAYNGoQzZ85g3759CA4Oxv379xEdHY2MjAzY2tqiYsWKqFevHjp16oQuXbqI5taUolGjRjh48CAiIiKwe/dunD17Fjdv3kRUVBQSEhJgZmaGUqVKwc3NDS1btoSvr69aCeHcWFpaYsGCBfjuu++we/duHD58GDdu3MCLFy+QmJgIS0tLlC5VCrXd3fFJq1bw7d4dzs7OWum7Tu3a2P3vv3j85Al27dmD02fP4uatW4h680bet5OjI2q7u6Nl8+bo2b07KmVZOEpTFhYW2PbXXxg/Zgw2bt6Ms+fP478XL5CUlAR7e3u4u7mhfdu2+GLoUDg5OWlhT5UzMzPD9OnTMWHCBBw+fBiHDh1CSEgInjx5gtjYWBgZGaFEiRKoWbMmWrRogU8//RSu2RbvIiIiouJJJgiCoOsgiEgaLy8vXLx4UVTn6emJCxcu6CgiKu4eP36ssGCKubk5KlWqpJuAiIgKmcePH6Ny5cry8oIFCzB16tTcN1JzxXvKxsxM1xEQEekFXstTYaMvOQ9OF0BEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpEREREREREREQkAZOsRERERERERERERBIwyUpUVIWFAfv2ARkZuo6EiIiIiIiIiKhIM9J1AESUT+Ljge7dAVdXYPJkYMAAwNRU11ERERERgEqVKkEQBF2HQURERERawpGsREXd3bvA8OFAlSpAQICuoyEiIiIiIiIiUt3797qOQCVMshIVFy9eAN7ewKZNuo6EiIiIiIiIiChvr14B4eG6jkIlTLISFScZGcDo0cCdO7qOhIiIiIiIiIgoZxkZwNChwIcPuo5EJUyyEhU3SUlA//5ASoquIyEiIiIiIiIiUm7lSuDIEV1HoTImWYmKo+vXge+/13UURERERERERESKQkOBKVN0HYVamGQlKqpMTXN//JdfgKCggomFiIiIiIiIiEgVSUlAv35AaqquI1ELk6xERVW9eh/nX83NkCHAmzcFEg4RERERERERUZ4mTwZu39Z1FGpjkpWoqJLJgKVLgTp1cn7Oy5fAF18AglBwcRERERERERERKXPgALB6ta6j0AiTrERFmZkZ8PffH//Nyd69wLp1BRcTEREREREREVF2r14Bn3+u6yg0xiQrUVHn7g4sWZL7cyZMACIiCiYeIiIiIiIiIqLsRo4EoqJ0HYXGmGQlKg7GjAG6ds358aQkYMGCgouHiIiIiIiIiChTcDCwb5+uo5CESVai4kAmA/78EyhVKufnbN0KvHtXcDEREREREREREQHAqlW6jkAyJlmJiouSJQE/v5wfT0r6mIglIiIiIiIiIiookZHAP//k/HiJEgUXiwRMshIVJ506Ab165fz46tVAenrBxUNERERERERExdv69UBqqvLHjI2BypULNh4NMclKVNx89VXOjz1+DBw8WGChEBEREREREVExlpYGrFmT8+Offvox0aoHmGQlKm5atgRq18758ZUrCy4WIiIiIiIiIiq+9uwB/vsv58dzGyhWyDDJSlTcyGS5n6SOHgXu3Cm4eIiIiIiIiIioeMptoJeHB9CkScHFIhGTrETF0YABgL19zo+vXl1wsRARERERERFR8XPjBnDmTM6Pf/XVx4FieoJJVqLiyMICGD4858c3bQJiYwsuHiIiIiIiIiIqXlatyvkxJyegT5+Ci0ULmGQlKq5Gj875L0Lx8YCfX4GGQ0RERERERETFxLt3wNatOT8+YgRgZlZw8WgBk6xExVWVKoC3d86Pr1oFZGQUXDxEREREREREVDxs2AAkJSl/zNDw48AwPcMkK1FxltsCWA8eAIGBBRcLERERERERERV96enAb7/l/HjPnkC5cgUXj5YwyUpUnLVrB7i65vx4bqv8ERERERERERGp68AB4PHjnB/PbUBYIcYkK1FxJpMB48bl/HhAAPDoUcHFQ0RERERERERF25o1OT9Wpw7QokXBxaJFTLISFXeD/4+9+46OomrDAP5sekI6hN4h9F6T0EF6L9JUQERA/VAEFBWQpoIgiiIoghSRIiBNegkdpIROgNBrCIQ0Ujdlvj+WjLvJzmR7SZ7fOTlnZ+/OnXeTze7sO/e+dwjg5aW9TRCALVssGg4RkTXcu3cPCoVC/Jk9e7a1QyKifK5Dhw7ie06PHj2sHU4u06ZN03hffPr0aZ77xMbGYuDAgfDx8UFgYCA2btxogUjJlrm5uYmvoWHDhkk+7s6dO3BxcREfu3XrVssFSUSWFRcHHDgg3T5mjPQi3TaOSVaigs7LC5A54cH27RYLhYiIiKgg2Lt3L/bt2wcAUCgUmDlzppUjMo3x48fjr7/+QkJCAm7duoXBgwfj1q1b1g6L7EDFihUxfPhwcfvTTz9Fenq6FSMiIrPZuxfIyNDe5ucHDB5s2XhMiElWIgLefFO67cgRICHBcrEQEanJysrCwYMH8eWXX6Jr166oXr06/P394ebmBldXVxQvXhw1atRAly5dMG3aNOzcuRMvX760dthERLK++OIL8Xbfvn1Rt25dK0ZjOmfOnNHYTk9Px8WLF60UDdmbKVOmwNXVFQAQERGBpUuXWjkiIjKLHTuk2/r0ATw8LBeLiTlZOwAisgGNGgFFiwLPnuVuy8hQXWnq18/ycRFRgZWWloaff/4ZP/74Ix4+fCj5uKioKERFReHatWvYtWsXAMDDwwO9evXCkCFD0LFjR0uFTESkk0OHDiEsLEzcHjdunBWjMa3g4GBcuXJF3HZxcUHDhg2tGBHZk1KlSmHQoEFYsWIFAGDevHkYNWoUHBw4Nowo38jMBHbulG7v2tVysZgB362ICHBwALp0kW5nyQAisqCwsDDUrl0bEyZMkE2wSklOTsaaNWvQqVMnNGvWDKdOnTJDlEREhvnhhx/E240aNUJwcLAVozGtOXPmYODAgfD29kalSpWwevVqlC9f3tphkR356KOPxNu3b9/G5s2brRgNEZnc6dNAdLT2NhcX4LXXLBuPiXEkKxGpdOsGvLpqnMvOnUBWlioZS0RkRvv370ePHj2QkpKicX+DBg3QoUMH1KtXD6VLl4aXlxcEQcCLFy8QFRWFsLAwnDp1CqdPn4ZSqRT3O3HiBPr27YsHDx5wJIwVrFixAm+//ba4ffLkSQQFBVkxIiLrioyMxHa1i9fvv/++FaMxPV9fX6xdu9baYZAdq1evHkJCQnDixAkAwOLFi9G3b18rR0VEJiM3gKt1a+lFue0Ek6xEpNK+PeDsDGgrMP/8OXDmDNC0qeXjIqIC4/bt2+jbt69GgrVt27aYO3cuGjRoILvvoEGDAAAxMTFYt24dli1bJk7HHTFiBBOsRGQT1q5di6ysLACqVdeZPCLK7Y033hCTrKGhoYiMjESJEiWsHBURmYRcPdZu3SwXh5nwGwcRqXh7Ay1bSrezZAARmdnYsWORoLbQ3vjx47F///48E6zq/P398f777+Ps2bNYt24dAgMDMXLkSHOES0Skt9WrV4u3O3fuDG9vbytGQ2Sb+vfvDycn1XiwzMxMrFu3zsoREZFJPHwIyC2GaOf1WAEmWYlIndyVIyZZiciMbty4oTGFtnXr1pg7dy4UCoXBfQ4YMADXr19HyZIlTREiEZFRHj9+jHPnzonb/bioKJFWRYoUQatWrcTtf/75x4rREJHJyI1irV4dqFjRcrGYCZOsRPQfuSTrhQvAo0cWC4WICpYtW7ZobE+ZMsWoBGs2lgkgIluxe/du8bZCocBrdr64B5E5dejQQbx9/PhxJCYmWjEaIjIJuYFb+aBUAMAkKxGpq1wZqFpVul3uyhMRkREuXLgg3nZ2dkZLufIlRER2aO/eveLtunXromjRolaMhsi2tW/fXrytVCpx8OBBK0ZDREZLTgYOHJBuZ5KViPIluTooTLISkZlER0eLt0uVKiXWYrMl4eHhmDFjBjp16oRy5crBy8sLTk5O8PX1Rd26dfH2229jw4YNUCqVJj/2lStXMGPGDHTp0gXly5eHt7c3nJ2d4e/vj+rVq6N///5YtGgRIiMjjTqOQqEQf7777rtc7ceOHcOECRPQqlUrlCxZEh4eHrj4qrZWXFycxv4KhQJvv/22xv7BwcG5HqP+o55sN5Vp06aJ/Xt6euZqj46Oxm+//Yb+/fujRo0a8PPz03kad2ZmJk6fPo25c+eiR48eqFOnDkqWLAlXV1d4eXmhbNmyaNGiBT799FMckPtioYPy5ctD4e4Ohbs7/jd2bK72p0+fYtHixeg3aBCq1qkD3+LF4eTpCa+AAATWqoXe/ftj0eLFePHihVFxaHMjIgKz585Fj379UKlGDfgUKwYnT0/4Fi+O6vXq4fXBg7F46VI8e/Ys175nw8LE56Vwd8ehI0cMjuPx48eYv2ABer3+OipWrw6vgAA4e3mhSOnSaBgSglGjRmHnzp3IyMgw5uka7NixY+Jt9anQ+nrw4AFWrVqFESNGoEmTJqhYsSK8vb3h6uqK4sWLo3bt2hg2bBh+//13jTrXlvD06VON/+lp06YZ3FdKSgq2bNmCUaNGoWnTpihatChcXV3h5uaG4sWLo2XLlhg/fjwOHz4MQRBy7d+tWzcxjtatW+t0zEOHDmnEf/bs2VyPOX36ND7//HO0a9cOpUuXRqFCheDs7IzChQujcePGeO+997Bz505xgTNTSUtLw5YtWzBixAjUr18fhQsXhrOzM7y9vVGpUiX07dsXP//8s9b/M2NkZWXh6NGjmDBhAlq3bi2+97u6uqJo0aJo3rw5xo8fr/H6NoV69erBx8dH3M5eCIuI7NTBg0BqqvY2X18gJMSi4ZiNQER2LygoSACg8RMUFGRYZ6GhggBo/3F3F4TkZNMGT/nS3bt3hfDwcI2fu3fvWjsssmGdO3cW37/8/f0tfvy7d+9qvIfOmjVLbDt//rzQoUOHXO+zUj/FixcXlixZImRlZRkd14EDB4TmzZvrfGxHR0dh8ODBwo0bNww6nnpfc+fOFe8PDQ0VGjRooPWY58+fFwRBEGJjY3WOU+onuy9Tmjp1qth/oUKFxPsTExOFcePGCe7u7rni6Nmzp2yf0dHRwqxZs4QyZcro9fxq1qwp7Nixw6DnUa5cObGfD0aNEoSUFEFISRGi7t8XRr7zjuDs7KxTDO7u7sKEsWOFxOhosQ9Df47u3y+0a9NG5+fv4uIiDB86VHhy547Yx5ljxzQec3DPHr3juHf9ujDkjTcER0dHneIoU6aMsGzZMpP8j+rq0aNHGjH88ccfeu2fmZkpbNmyRWjbtq1erzlvb2/hiy++ENLS0vSOWf1/B4AQGRmZ5z6RkZEa+0ydOlXv4yYmJgpTp04VChcurPPzrF69urBu3TqNfrp27Sq2t2rVSqdjHzx4UKPfM2fOiG2hoaFC06ZNdY6pYsWKwubNm/V+/jmlp6cLP/zwg1CsWDGdjuvs7Cy8//77wrNnz4w+9qpVq4SqVavq/JwbNGgg7NmzR6MPV1dXsX3o0KF6Hb+N2vtL27ZtjX4+pDuey5PJjR4tnWcYODDP3U2a8zAjjmQlIk3NmwNSK92mpKiuQBERmVjp0qXF2zExMWYZ0WiI77//Hk2aNNGY5puXp0+f4t1330X//v2RKnXFPg/JyckYPnw42rVrp9fooMzMTKxZswZ169bF3LlzDTp2Tt988w1ee+01jQV77N39+/fRsGFDfP/990hJSdFr319++QXlypXD559/jocPH+q179WrV9GtWzdMnDhRr/2kHDh4ELUbN8Zvv/+O9PR0nfZJSUnBd/Pno2nLlrh//75Bx01NTcWo//0PLdu3xwE9zguUSiWWrVyJ6vXrY1OOOsyGWvnnn6jduDH+WL0amZmZOu3z8OFDDB8+HJ07d8bz589NEkdezpw5o7HdsGFDnfe9dOkSGjRogF69eiE0NFSv4yYkJOCbb75BcHAwnjx5ote+1nDo0CHUrFkT06dP12vU9bVr1zBw4EB069bN5KN3s7KyMGHCBLRr1w6nTp3Seb87d+6gd+/e+Oijj7SOtNXFzZs3ERQUhI8//hhRUVE67ZOeno5Fixahdu3a2Ldvn0HHffr0Kdq3b4+33noLN27c0Hm/c+fOoWPHjvjf//6n8/+jHPX/k7Nnzxr8eyQiKxOEAlGPFQBsby4eEVmXszPQqROwfr329u3bgS5dLBsTEeV7wcHBWLJkibj92WefYefOnVZduGrq1KmYMWOGuO3n54c+ffqgVatWqFy5Mry8vJCQkIDHjx/j8OHDWLdunUZSYOPGjXB0dMS6dev0Ou7z58/RpUuXXNNUS5UqhX79+iEkJATly5eHh4cHEhISEBERgUOHDmHz5s1iciE1NRWffvopLl26hOXLlxtcfmH+/PmYNGmSuF2iRAn06tULbdq0QcmSJeHt7Y3KlSsDALy9vXHt2jWN/VesWIFvv/1W3F6+fDmCgoIkj1ehQgWD4tRHbGws2rRpg7t37wJQlUho164dunTpgpo1ayIgIAC+vr5a9x02bBhWrlypcZ+Pjw9atGiBVq1aoUqVKihcuDB8fHyQkJCA+/fv48SJE1izZg1iYmIAAIIgYM6cOShSpAg++eQTg5/H7r170at/f6SlpQFQ1TLu0rEjOrZvj+rVqqGwvz9SU1Px7PlznDx1Cn9v2YLrasmSq+Hh6NijB/49fFjy+WoTGxuLzj174lSOpGGhQoXQtVMnvNa2LapVqQJfX18olUo8jYrCuQsXsHX7doS9StTHx8ej3+DBWPzzz6hft67Bv4NpX32F6V9/rXFfQEAAXu/TB82Dg1GpYkV4eHggPj4e127cwJ7QUPzzzz/i72zPnj1o2bIlDhw4gJIlSxochy4uX74s3nZxcUFVuRr4avbs2YMePXpolCFxcHBAw4YN0bJlSzRu3BgBAQEoUqQIlEolnj9/jrCwMGzevFnjwsi5c+fQs2dPHDlyBO7u7qZ7Yib0xx9/YMSIEbkuGNSqVQu9e/dGw4YNUapUKbi5uSE+Ph43btzA4cOHsXXrVsTHxwMAduzYgebNm+OIEWUncho+fLjG/33JkiXRt29fhISEoEKFCihUqBDi4uJw7949HDx4EH/99ReSkpLEx//0009wc3PTeC/UxZkzZ9ClSxeNcjqOjo7o2LEjunTpglq1asHf3x9paWl48OABTpw4gb/++guPXi1UGxUVhS5duuDPP//EgAEDdD5uREQEOnTokOsiTOnSpTU+g9zd3REfH4/r168jNDQU27ZtExenWrhwIR4/foyNGzfq9Zxzqqv2/pCQkIBHjx6hTJkyRvVJRFZw6ZL0ItoODqr8Q35h5ZG0RGQCJh86v3Kl9FD+smUFwYLT68g+cYoR6Ss2Nlbw9vbWeB/r3r27kJCQYJHj5ywXEBwcrDH1curUqcLLly9l+0hISBDGjh2b6/14xYoVOseRlJQkNG7cWGN/X19fYfHixUJ6errsvnFxccKkSZMEJycnjf3fffddnY+vvt/bb78tuLi4iL+DWbNmCSkpKTr3JQiCsHz5co0+T548qdf+ppCzXMAbb7whbjdp0kQICwvTua9//vlHY1rsihUrdPqdJCUlCWPGjNH4XTg6Ogo3b97U+djq5QK6d+0q+Pn5idv9+/YVHkREyE6pz0xKEpb+8kuu8gjD3npL52n5KbGxQjO1/w0AgkKhEMZ9+KHw4vHjPPc/duCAUKtmTY3fwawZMzT607VcwI/ffaexn5ubm/DtV18JyTEx0vsJgvDw4UOhf//+uaY46/va1tdbb70lHq9q1ao67/fy5UuhfPnyAgDBz89P+Oyzz4R79+7ptO+WLVtyTbn/8ssvdT62JcsFbNmyJVe5h8DAQGH//v157hsfHy9MnjxZY/82bdpolKExtFzAkCFDxNuenp7CTz/9lGfphWfPngkDBw7M9Vlw8OBBnWIQBEG4ffu2UKRIkVyfiXm9ZyiVSmHBggVCoUKFND7Djh07ptNxo6KihAoVKhj0GfTixQthwoQJGn+HCRMmGFUu4MSJExqxHDhwQK/9yXA8lyeT+vpr6fxCs2Y6dWEv5QKYZCXKB0z+hvPsmSAoFNJvhJcumS54ypd4YkaGWLx4ca73stKlSwsLFiwQks1cDzpnklX9S7U+X4wFQRDmzJmj0UfJkiUFpVKp074jRozQ2Ld69eo6J1SyHTt2TPD399foZ9myZTrtq+134OHhIezdu1evGLLZWpI1OymYnbAw5HX14YcfCgsXLjSonufEiRM1Yhk+fLjO+6onWdV/5n7zjV71S48dOJCrfuuVsDCd9v04R6I4ICBA2L1tm17HT46JEd4dPlzrc9E1yRp24oRGIqd48eLC+X//zfv4ar7LkaQdM2aM3n9Pfaifq3Xp0kWvfUNDQ4VBgwYJUVFReh83LCxM8PDw0EiY6XrxylJJ1gcPHgg+Pj4a+w0ePFjvi2yHDx8WSpYsqfV1ZWiSVf01dknP89/3339fo4/GjRvrtF9GRobQqFEjjX2/+eYbvY595coVoUSJEuL+pUqV0un32aVLF6M/gw4cOCBeNM1+vzU0yRoVFaWx/6+//qrX/mQ4nsuTSQUHS+cW1NZBkGMvSVbWZCWi3AICAJnpnLL1VIjMwMsLcHXljzE/Xl7W/ivmbeTIkblqVT569AhjxoxB0aJFMWjQIKxbt85iNRQB1XR3XVelzvbJJ5+gQ4cO4vaTJ0+wdevWPPc7fPgwli5dKm6XKVMGoaGhKFeunF7Hb9asGXbs2AFXV1fxvnHjxhm8qvwPP/yA9u3bG7SvLRIEAYGBgVi7dq1B06Z//PFHvP/++1AoFHrvO3PmTI2SCJs3bzZqBfIx772HCR9/rNc+zUJCMG3yZI37fvnttzz3u3jpEn5cuFDcdnV1xc7Nm9FRz9eGu7s7flu4EEPffFOv/dSNUqv36O7ujp2bN6OenmUHxo8fjylTpojbixYt0pjSb2rqU6/1/Z9u06YN1qxZg6JFi+p93AYNGuBjtddIXFwcDhw4oHc/5jR27Fhxuj8A9O3bF6tXr4aXnh9cLVu2xN69e1GoUCGTxufk5IQtW7agdu3aeu33ww8/oFatWuL2mTNncpWB0eaXX37ReNxnn32Gzz//XK9j16xZE3v27BF/F48fP8ZXX30lu8/ff/+NnTt3ituGfga1bdsW27Ztg7Ozs9E1VIsWLarxPn3v3j2j+iMiK3j+HPj3X+n2fFSPFQCYZCUi7eTe7JhkJQtTKvljih97MHv2bCxfvjzXl+vExESsW7cOgwYNQrFixVCvXj1MmDABu3fvRnJyslli6dmzJ/r27WvQvl988YXG9nYd3je//PJL8bZCocCqVatQvHhxg44fFBSEadOmidtxcXGYP3++Qf2MHDnSoBhs2YIFC0yeiNGFs7Mz3n77bXE7NjbW4MReyRIlMGvmTIP2HfPee/BWW+Ry+65dee7z1ezZGgnhH7/7Do30WLwpp19++knvxCgA7Ni1C2fVao1OnzwZ9evVMyiGadOmoUGDBgBUi8bpWzNTV4IgaFwcMiRZaoxRo0ZpbB8+fNiix5dz5coVbN68WdyuUqUKli9fbnB/NWvW1LhYZQoffPABmjZtqvd+Li4umDBhgsZ9eX0WKJVKzJ49W9yuU6cOZhr4f167dm2NxOrChQs1ktk5qT/W2M+gVq1a6Z0YlhIQECDetuRFViIykV27VGNWtSlXDqhZ07LxmBmTrESkXdeu0m3//gvExVksFCIqWIYNG4Zr165h7NixWhNhgiDg4sWLmDdvHjp37gw/Pz+0bt0a33//vbjghyl8+umnBu/bqlUrFCtWTNzOubJ4TuHh4RoLtfTu3RutWrUy+PiAavRqqVKlxO0lS5boPWryww8/NCoGW1S1alWNkcaW1rx5c43tiIgIg/r5YPRogxPFXl5e6KQ2AvX+gweyyYu4uDhsVUsONahfH6NGjDDo2Nnc3d3x03ff6b3fb8uWibeLFSuGDz/4wOAYHBwcMGvWLHF7w4YNBo/4lhMbG4uMjAxxu0iRIiY/hpwyZcqgbNmy4rahrzlzWLlypcZox++++07vEaw5DRw4EG3btjU2NACqhabGjx9v8P59+/aFo6OjuJ3XZ8GOHTvw+PFjcXvGjBkGL1wIAP/73//EhaKSkpLwxx9/aH3c2bNnceHCBXHbFJ9Bn3/+uUaC1FDq/y9MshLZoT17pNu6dgUMmBlky5hkJSLt6tQBSpfW3paVBRw9atl4iKhAKVWqFH744Qc8evQIy5YtQ+fOneHm5qb1sUqlEocPH8b48eNRtmxZdO7cGYcOHTLq+CVLlkRISIhRfaiPfLp165bstEn1kVwAMGbMGKOODahGUb377rvidlRUFE6cOKHz/g4ODuiWz6ZwAUD37t0NmupvKurJdwCIiYkxqJ9+vXsbFUdQkyYa2xE3b0o+du/+/Rorvo82MsGarUXz5vDx8dH58SkpKdinNtX9jQEDNMpiGKJDhw5iCQelUondu3cb1Z826qvDA0DhwoVNfoy8qL/uDH3NmcOOHTvE26VKlTLZe84HRiTf1TVp0sSo1ew9PT1RU22UVl4J7m3btom3AwIC0L17d4OPDahKHbzzzjta+5c6LmCazyA3NzeNYxtKPcma83+JiGycIAAHD0q3yw3sslNMshKRdgoFIDfSJzTUcrEQUYHl6+uLt99+Gzt37kRcXBxCQ0MxefJkhISEwNnZOdfjBUHA7t270aZNG3Tp0gWRkZEGHTdIri61jkqrXahSKpVISkqSfOzJkyfF276+vmjRooXRxweQ6wv6v3I1sXKoUaOG0SPKbJEp/rbavHz5Eg8fPkRERASuX78u+fPgwQON/eSm70rx9/dHlcBAo+ItrTbKGQBiZWaohJ0/r7HdyYQ1eocMHqzzYy9fuYKUlBRxu8Nrr5kkhi5duoi3D8p9GTSQeswADKoFrE1GRgYiIyNx+/Zt2dfc9evXNUb5G/KaM4ekpCTcuHFD3O7YsaPJLoB07NjRJP0EBwcb3Yf6Z0FsbKzsY0+dOiXebteuHRwcjP+63lUtiXH06FGNUdXZ1EfYmvMzyBDqF1hz/i8RkY27cQOQOhd3dgb0XPfAHhg+94CI8r82bQC1aXkazPAlhIhIjqurK9q0aYM2bdpg5syZSExMxOHDh7F3715s2rQpV6mAXbt2oVatWti/fz/q16+v17EqVapkdLx+fn4a28nJyfD09NT62PDwcPF2nTp1NKaXGqNWrVpwcnISv1SrHycv6gs05Semel4xMTH4888/sXPnTpw9e9bgaeaGLHxVyQTPQdvrU8qdu3fF297e3kaN7MupaePGWPDLLzo9Nvz6dY3tmtWrmySGumq1YfX5H9FVWlqaxraho2+zsrKwZ88e/PXXXzh27Bju3bsnLgCmbz+24N69exqxqC8SZSxT1Vw29WeB3P9ZRkYGbqqNKK9pojqFtWrVgoODA7KyspCWloY7d+6gSpUqGo+5du2aeNuUn0F1Dai7nJP6/0vO/yUisnFyOYOgIMDDw3KxWAiTrEQkrU0b6baLF4EXLwArTHmjgsfFxdoR2L/8+Dv09PRE165d0bVrV8yfPx+HDx/G7NmzsUet9lNMTAy6du2KU6dO6ZUYUl8UyFA56+jJJTbUp0CaMoHl4uKCgIAAcUSvPolAX19fk8VhS0zxvH788Ud8+eWXSEhIMD4gA1j69Znw8qV4u7C/v9HHVqdPfdKcr98yRo7m1eauWkLZVHImhlwMeEMOCwvDiBEjNOpm2ruc/z/WKKOQF1P/r8n9n8XHx2uMMp0yZQqmTJli9PFzunv3bq4kq/r/lik/g0yR7GaSlciOySVZ5XINdoxJViKSVqoUUKUKIFU/6tAhwMCVt4n0ofb9nkgrhUKB1q1bo3Xr1ti1axcGDRokTomNjIzERx99hE2bNuncnzELjRhCfXSTqaYSZ1P/kitXsiAnj3w4ugAw7nkJgoC3334bK1euNGFE+rP061N9CrdcbWFD6NNfSmqqSY+tjbUS53J27dqF3r1757sEU87SAKZ+bZmCJf/XLDUVXttrXP3Ypv4MIqICKitLPslqogUKbQ1rshKRPLkrTCwZQEQ2qHPnzjh69KhGcnHr1q0G12e1BPVY5aaTGkI9sSpVroB089NPP+VKsPbo0QNr1qzBtWvXEBcXh8zMTAiCIPljjpGS5uajNprvhYkXTXqix/9lIQsk/k39/wfkLg+gVCp13vfhw4cYOHCgRoI1MDAQc+bMwYkTJ/Ds2TOkpqbKvuYEQTB6pXhzyLnoWUFf1MhUJQ7you01rn7xyRz/A8ZQf+0bu9AdEVnQ1auA1Pu6m5uqXEA+xJGsRCSvTRtg8WLtbUyyEpGNql27NsaOHYuvv/4agGqK5vHjx9GvXz8rR6ZdQECAOLro4cOHJus3LS0Nz549E7f1mZpNmjIzM/Htt9+K287Ozli/fj169eplvaAspLJaXcqXL1/i3v37KF+unEn63rNvn86PDQgI0NjetnEjAitX1v1gVkrQ5EwM6TMidcGCBRojD998800sXbo0XySbKlSoAEdHR7Gu7OXLl03Wd2Jiosn6shQfHx+4uLiISfg+ffqIn2GmVKJEiVz3FSlSBC9fTRsy5WeQKf4OTLIS2Sm5XEFIiNU+k82NSVYikie34l94OBAVBRQrZrFwiIh01aNHD40vqPfv37diNPJq1qyJ27dvAwAuXryIjIwMk0xTvXTpksbCOKZaSKUg2rt3r8Zo6C+//LJAJFgBoFGDBhrbe/btw6gRI0zS9/q//9b5sTkXukpOTka1qlV1P5jaKuWWlHP6ta7TwgVBwB9//CFuV6tWDcuWLYOzs7NJ47MWNzc31KxZE5cuXQKg+h8TBCFXGQFD7N692+g+LM3BwQHVqlUTfx/JycmoVq2aRY5do0YNcZS9KT+Dzp8/b3QfqWplQljKgMiOhIZKt+XTUgEAywUQUV6KFQPkvpRzNCsR2ajixYtrbNtyPcNmzZqJtxMSEnDkyBGT9PvPP/9obIeEhJik34JIfcEhBwcHvPfee9YLxsLat2sHN7UE5eLffzdJv0eOHdPr8bVq1tSYYv7Pzp0micPcco4g13UBuqdPnyIqKkrcHjlyZL5JsGbr3r27eDsyMhLbtm0zSb+LFi0yST+Wpv5ZcOjQIYuNyG3atKl425yfQYZQLyPB2RhEdiIzEzh8WLo9ny56BTDJSkS6kLvSxCQrEdmoR48eaWzb4srV2fr06aOxvWDBAqP7VCqVWLp0qbhdqlQpNGnSxOh+Cyr1KbRFixY1+PWUPWLZnnh6euJ1tdfo+QsX8JuRidbU1FSM/eQTvfZxdnZGt86dxe2NmzfbdK3lbH5+fhqjAnWtPZpz2naNGjUMjuHWrVsG72tOQ4cOhYPDf19JP/30U3HauqH++usvHLTT81P1z4LU1FT89ttvFjluz549NbZN8RmUkpKC5cuXG92P+v9LzpIhRGSjLlwA4uK0txUqBDRubMloLIpJViLKGxe/IiIze/DgAeLj403a59GjRzW269evb9L+Taly5cro0KGDuL1161YcOnTIqD7nzp2rkYB6//33TTINVx8uLi4a26kWWB3eXNR/d+qLielr+vTppgjH4r749FM4OjqK2x+OH4+wc+cM7u+DsWNxXm10sM77jRol3k5LS8P4zz4zOAZLUSgUGskh9TrJee2nztDX3d69e/H48WOD9jW3wMBADBo0SNyOiIjAO++8Y3B/165dwwgTlbKwhrZt26K6WlmMr7/+Gk+fPjX7cevUqaMxmtUUn0HffPONSRYze/78uXibSVYiOyGXI2jRAshnszLUMclKRHlr1QqQ+mJ+8yaQY7QYEZG+Jk2ahJCQEFy9etUk/SUmJuKHH34Qt8uWLYvGNn7VfPr06WJSRRAEvPXWWwZ/uT558iRmzpwpbgcEBOCDDz4wSZz68Pf319i2x1Gc2cqXLy/efvnypUG1Bnfv3p0r+W8vqlWtis8mTBC309LS0LVPH+yXq7mmRWpqKt778EMsW7nSoDiCg4LQpVMncXvt+vVY+OuvBvWV7ebNm0btr4tyaguF6VofWv01BwCH5aZeSkhMTLTK/74+5s2bpzEyfMOGDRg6dKjeSeXjx4+jQ4cOdrnoVTYHBweNCzExMTHo37+/UReo7t69i4yMjDwfN2XKFPG2sZ9Bhw4d0lgo0FDPnj3TqGGc83+CiGyUXJI1H5cKAJhkJSJd+PsD9epJt3M0KxEZISIiAmvXrkV4eDgaNmyISZMmGTVdNCUlBQMHDtSoZfjJJ59YfBSnvoKCgvC///1P3H706BHatm2r94Jdx48fR7du3TRq0C5YsECjlqWl5JzevHHjRovHYCrt2rXT2P7888+RlZWl8/6nTp3CgAEDTB2WRU2dNAnt1L4cRUVFoWP37pg4aRLipKYFqjl1+jSCWrXCr0uWAFAtfDT+o4/0juOXH3+El5eXuP3h+PGYM2+e3v1kZWVh/PjxqFmzJvbs2aP3/vqoUqWKeFvXiw0BAQGoXbu2uL106VK9EsKJiYno1auXzZYKyFasWDGsWbNGo6TCH3/8gYYNG+qUWE5MTMT06dPRqlUrsUxMv379UFWfRdFsyOuvv44ePXqI20ePHkXHjh0NGhV68OBBNGjQACNGjIAgCLKP7dq1K/r27StuG/oZFBoaip49eyI9PR0KhcKoxbty/q8EBgYa3BcRWUh6OiBX1zkfL3oFMMlKRLpiyQAiMpNTp04hMzMTgGp03DfffIOyZcvi008/RXh4uF597dq1C40aNcKOHTvE+4KDgzF69GiTxmwuc+fORYsWLcTta9euoV69eliyZEmeI5ESEhIwefJktG7dGjExMeL9Y8eOtVpyr2zZshpfsHfv3o2VMiMYTbXYijk0aNBAYzrtnj17MHDgQMTGxsrul5aWhjlz5qBVq1ZISEhAxYoVzR2q2Tg7O2PzX3+hldprNCsrC3O+/x5lAgMxeOhQLF2+HMeOH8eVq1dx7vx57Ny9G19/+y2atmiBoFatcPHVyunOzs5YvXw5GjVooHccZcuWxdqVK8XyBVlZWZg4eTLadOyIM2fP6tTH3r170bRpU3z//fdIT09H37599X6/0Yd6cuju3bvie15e1BdYS05ORrt27XDy5Mk89zt06BAaN26MAwcOALD9EYAdOnTA6tWr4erqKt5348YNtG7dGvXq1cPUqVPxzz//ICwsDFeuXMGJEyewYsUKvP322yhTpgymTZsm/k5btGiBP/74w1pPxSRWrFihcZHqyJEjqFGjBpYuXQqlUpnn/o8ePcKoUaPQoUMHxMXFYeXKlZgxY0ae+/32228aFwT0+QyKjY3FJ598gg4dOiAhIQEAMGHCBI33TX0xyUpkh8LCAKkZBT4+gA2X7zIFp7wfQkQEVZL1+++1t+k5VZCISN1bb70FQRDwv//9TxzBGhcXh7lz52Lu3LmoVq0aWrVqhfr166NSpUrw9/eHm5sblEolYmJicP/+fYSFhWHnzp24e/euRt/Vq1fH33//rTFCypa5urpi27Zt6N69O469Wnk9Li4OI0eOxIwZM9CvXz80a9YM5cuXh7u7OxISEhAREYGDBw9iy5Ytuerajhw5EvMMGOFnSh9//DFGqdXRfPvtt7F//34MGDAA5cqVQ0pKCi5evIjly5fj9OnTuHHjBipVqmTFiKUtXLgQISEhYpJjw4YN2LdvHwYOHIhWrVqhYsWKKFSoEJKSknDnzh0cP34c69evF2twurm5YdWqVWjbtq3GSGN74uXlhb3bt2P8xIlYuHixODouMTERa9evx9r16/Pso1ixYli7ciXatGqFdTker74IkpyunTtj7cqVeOudd8Tf5aEjR9CkRQs0atAAXTt3Rv26dVGqZEm4ubnhRUwMnsbE4MSJE9i9ezciIiI0+hswYIBZRz6qj0hVKpW4ceOGTgtZvfvuu1i5ciVOnToFQLUYVrNmzdC+fXv06NEDtWrVgr+/PzIzMxEVFYVz585h8+bNOHPmjNjHmDFjoFQqsXjxYtM/MRPq378/Spcujbfeegt37twR77948SIuXryoUx9vvfUWfvvtN7i5uWncr+vrylb4+flh79696Ny5My5fvgxAVZv03XffxeTJk9GjRw80a9YMgYGB8Pb2RlJSEp49e4bw8HDs2bMHx44dQ3p6uthfhQoV8Oabb+Z5XH9/f+zZswft27cXR0BnfwbNnDkT/fr1Q0hIiPgZFB8fj+vXryM0NBRbt27VKNXQq1cvzJo1y6gau+p/d19fX5QuXdrgvojIQuQGYLVsCajVd8+P7OMbBxFZX/YboraRF/fvA3fvAhUqWD4uIsoXhgwZgtatW2Py5MlYvXq1xjTs69ev4/r163r32atXL/z++++56oLaOl9fX+zbtw/jxo3Dr7/+KiaxHj16hPnz52P+/Pl59uHh4YHZs2djzJgxZo42byNGjMCmTZvE6diCIODPP//En3/+qfXxs2bNwtKlSy0Zos4aNmyIdevWYfDgwWKNxLi4OPz666/4NY+6oJ6enli3bh1CQkIsEapZubi4YMEPP2DwgAGY+tVX2PdqtGRe3N3dMWLYMEyfMgV+fn4AgPQco+N8vL11juP1vn1RtkwZDBkxAhFq0+jPnjuHszouyuXs7IzPPvtMp1F+xmjSpInGdlhYmE5JVicnJ2zbtg2vvfaamGwTBAF79+7F3r1789x/xIgRmD9/Pt5//33DArewkJAQXL58GfPmzcNPP/2k8xT5+vXrY+bMmejatat4n3qS0RrlUoxVqlQpHDt2DB988IHG+2VUVBSWLFmCJa/KbuSlWbNm2LBhA0qUKKHT48uXL48TJ05g6NCh2LVrl3j/w4cP8cMPP2jUO5cyevRoLFiwQGOxPEOEhYWJtxs1amTzZX+ICPIDsPJ5qQCA5QLIAKmpqVi7di2GDx+O2rVro0iRInB2doafnx+qVKmCAQMGYNGiRRpTFW3Vnj174OjoCIVCAYVCgZYtW+pUGL5A8vYGGjaUbmfJACIyUtmyZfHHH38gIiICn3zyicEjVoKDg7Fjxw5s3rzZ7hKs2dzc3LBo0SIcPnwYrVu31nk/JycnDBkyBJcvX7aJBCugGkG2adMmDBw4MM/HFipUCK1atbJAVIbr3bs3/v33XwQHB+u8z2uvvYYzZ85oJIDyg+CgIOzdvh03Ll3C7Jkz0a1LF1QoXx6enp5wdHSEt7c3qlWtiv59+2LpL7/g4c2b+On778UEK4Bc5RZ89UyGNW3SBBdPn8acr79GieLFdd5PoVCIJQLMnWAFgBIlSmi8p6knj/JStGhR/Pvvv/joo4/grOOKzCVLlsQff/yBJUuW2N0oTg8PD0yZMgUPHjzA5s2bMXLkSDRu3BhFihSBi4sLXFxcUKxYMbRs2RKffPIJjh8/jnPnzuX6/1J/bfn6+lr4WZiGt7c3Vq1ahf3796Nly5Z67RsYGIgNGzbg2LFjOidYswUEBGDnzp1Yu3YtqlevrvN+derUwc6dO/HLL78YPYNEEAScU7tYkvNCBRHZoLQ04Phx6fZ8vugVwJGspIfU1FTMmzcP3333ndbFDeLi4hAXF4ebN29i/fr1GDduHIYNG4aZM2ciICDA8gHn4d69exg8eLA4WqpEiRJYv3693UwptYq2bYHTp7W3hYYCw4dbNh4iypcqVaqEOXPm4Ntvv8W5c+dw+PBhnDlzBjdv3sTDhw+RkJAApVIJV1dXeHl5oUyZMggMDERwcDA6duxot4udaNOiRQscPHgQ4eHh2LRpE06cOIGrV6/ixYsXSE1NhaenJ0qUKIE6deqgTZs26N27N4oVK2btsHPx8PDA2rVr8eGHH2L58uU4duwYHj9+jJSUFPj5+aFmzZpo3749RowYYZPnDDnVrVsXJ06cwIkTJ7BhwwacPHkSt2/fRnx8PBQKBXx9fVGlShUEBQVhwIABaNSokbVDNqsqgYGYOGECJhqwb/SLFxrb6glYXbm5ueGTceMwdswYhB46hF179uD8xYu4eesW4uLjkZaWhkKFCqFUqVKoUaMGWrRogT59+qBs2bIGRGy4Fi1aYO3atQCg04JO6jw8PDB//nxMnDgRa9asQWhoKK5evYpnz55BqVTC09MTpUuXRv369dGtWzf07Nkz15R5e+Pu7o5evXqhV69eeu+bnp4u1gUFDHtd2ZJ27dqhXbt2uH79OrZu3YqTJ0+Kf/+kpCQ4OzujcOHCqFy5Mpo2bYouXbqgZcuWRo/8HDhwIAYMGIBjx45h69atOHPmDCIiIhAXF4fMzEz4+vqKx+zduzdatGhhstGmFy5c0CiB07x5c5P0S0RmdOoUkJKiva1wYUCtdE5+pRDyWmaQCMDly5fRp08fg1Yn9fX1xapVq9CtWzczRGaYlJQUNGvWDOfPnwegmioWGhpqtx/ewcHB+PfffzXuCwoK0mlhBL3s3Qt07Ki9rWRJ4NEjgNN4CKqLGCk5PmDd3d1tfuENIiKb9qpEQX7SpVcv7HpVSqJsmTK4n6NWqklZOem4cuVKDBs2DIBqJG1UVJRdXFSwR6dPn9ZYcGnZsmV4++23rRgR6WvOnDmYOFF16cbV1RUxMTHw8PCwclQFB8/lySDTpwPTpmlv69sX2LjR4K4tlvMwkn3NHSGr2LdvH4KDgzUSrE5OTujduzd+/fVXHD16FJcuXcLx48excuVKDB06VOMDMC4uDj169MCPP/5ojfC1Gj16tJhgBVSrOdtrgtWimjUDpKapPXkCqNVDIyIiIpKjVCrxr9oMmWAjViG3B506dRJH+QmCgH379lk5ovwr50hhfcp7kG1QrzncsmVLJliJ7IFcCcECUCoAYJKV8nDq1Cn07t0bSUlJ4n29evXC7du3sWnTJowaNQrNmzdH7dq1ERISgiFDhmDFihV49OgRRo8eLe4jCAI+/vhjLF++3BpPQ8PChQvxxx9/iNuDBg3CRx99ZMWI7EihQoDcFyC5ItdEREREatauX69RN7NlPr/gXaxYMY3RlX///bcVo8m/srKysHjxYnG7aNGi+aqMTEEQHR2tkSjv2bOnFaMhIp2kpAByo0oLwKJXAJOsJCM+Ph79+/fXSLDOnj0bmzdvzrOGlZ+fH3755ResWrVKrHEqCALee+89XLlyxaxxyzl58iQ+/vhjcbtWrVo2u4KxzZK7AsXFr4iIiPK1nxYuxDm12UCGio+Px4xvvhG3vby88IYOi6PZuzfeeEO8vXPnTo26oQVZZGQkpk6divT0dKP7WrhwIW7fvi1ujx49mqvS25n169eLixE7OTlhwIABVo6IiPJ08iSgVGpvK14cqFbNsvFYCZOsJGnChAl48OCBuP3ll1+KdXF09eabb2LhwoXidlpaGoYMGSIuNmVJUVFR6Nevn3jy5uPjg02bNnHqib7kkqxHjwIs80xERJQvnT5zBuMmTkRw69aY+/33SEtLM6ifpKQkDBo6FHfu3hXvGzFsGHx8fEwVqs0aMGCAOAAhNTWVo1lfGTVqFGbMmIFmzZoZNSBjz549mDBhgrjt5uaGDz74wBQhkgWtXr1avN2xY0cUKVLEitEQkU6OHJFua926wKzdwiQraXXt2jWNqf0tWrTANKkCxnkYOXIk+vTpI26fP39eXFnVUjIyMtC/f388efIEgGqxgZUrVyIwMNCiceQLwcGAi4v2tshIQG3kABEREeUPSqUSb48ahczMTCiVSnw6aRLKV6uG2XPnIjo6Wud+Dhw8iCYtWoiLXQFAYOXKmDZ5sjnCtjkBAQHo3bu3uL1o0SIrRmMb/vzzT/zzzz8AgDNnzqBOnTro3r07Dh8+rPPAjOjoaHz++efo0qULlGojqb7//nsULVrULHGTeVy4cAEnTpwQt9977z0rRkNEOssryVpAOFk7ALJNs2bNQmZmJgBVQnLhwoVGTbOZP38+tm/fLp70zJgxQ2O6lLlNmDABR9T+6T///HPW9jGUmxvQpAlw7Jj29iNHgMqVLRsTERERmZWLiwsG9e+PqTNniomvp0+f4vMvv8SkadNQr25dvNamDWrXqoWAIkVQNCAACoUCcfHxiIyMxKkzZ7AvNBTh165p9Ovt7Y1N69bB29vbGk/LKsaOHYsNGzYAAM6ePYt///0XQUFBVo7KeoKCglC9enVce/XaEAQB27dvx/bt21G4cGG0adMGLVu2ROnSpREQEABfX18kJiYiLi4OV69exYkTJ7Bz506kpqZq9Dt8+HAm6OyQ+mLJ1apVQ5cuXawYDRHpRKmUr8fasqXlYrEyJlkpl4SEBGzcuFHc7tatG2rXrm1Un2XKlMEbb7whjo6NiIjAsWPH0NwCCxysWbNG48O6ffv2mDlzptmPm6+1bCmfZB0+3LLxEBERkdlN/uwzvNamDT74+GONuqxZWVk4d/683rVa69apg41r1qBypUqmDtWmhYSEICgoCP/++y8AYN68eWLStSCqXLkywsLCMHPmTMyfPx8pKSli24sXL7Bx40aN7yZ5cXR0xFdffaV3mTOyvidPnmjMeJwwYQLr6RLZg7NngRwXukRFihSYeqwAywWQFlu2bNE4uRluooTZ22+/rbH9559/mqRfOZcvX8a7774rbpctWxZr166FgwNf+kaRuxJ19Kjl4iAiIiKLCmraFGEnTmD7pk3o0a0bnJ2d9e6jYoUKmD93Lv49fLjAJVizff311+Ltv//+GxcvXrRiNNbn7u6Ob775Bnfu3MGXX36J8uXL691H9gJJZ86cwWeffcbknB2aMWOGWOu5evXqGDZsmHUDIiLdyOUAWrYsMPVYAY5kJS1CQ0PF2+7u7ujYsaNJ+m3WrBmKFSuGqKgoAMCBAwdM0q+UuLg49O7dG8nJyQAAV1dX/P333yhcuLBZj1sghIQADg6AtjpZd+4Ajx4BpUtbPi4iIiKyiK6dO6Nr585ISEhA6KFDOHnqFC5evox79+8j8ulTJCcnw8HBAb6+vvDz9UWF8uUR3LQpmoeEoFWLFnB0dLT2U7Cqtm3bokOHDti7dy8EQcCUKVOwbds2a4dldcWLF8f06dMxffp0XL58GaGhoTh37hyuX7+Ohw8fIi4uDmlpafD09ISfnx+KFCmC+vXro1mzZmjfvj1KlSpl7adABrpz5w6WLVsmbs+ePbvAv08Q2Q25eqwFqFQAwCQraXFMbRp4w4YN4e7ubpJ+HRwcEBISgs2bNwMAbt26hSdPnqBkyZIm6V+dIAh48803cVttEaYFCxagUaNGJj9WgeTlBdSvD4SFaW8/ehQYNMiyMREREZHFeXt7o1ePHujVo4e1Q7E7e9QW/6LcateubXTJMrIfFStW1Fi0jIjsRGamdClBAGjRwnKx2AAmWUlDamoq7ty5I243bNjQpP03atRITLICQHh4uFmSrDNmzMCOHTvE7XfeeUejbEBBcOXKFQQHB5ut/w8fP4ZkGvXIESZZiYiIiIiIiPKzS5eAhATtbV5eQN26lo3HyphkJQ13796FIAjidoUKFUzaf87+1BO6prJz505Mnz5d3G7YsCEWLlwou8/169fx9OlTAKoRty3zwZD2xMREcUEFcygGyCdZiYiIiIiIiCj/kvvu37w5UMDKfjDJShoePXqksV2mTBmT9p+zv4cPH5q0/9u3b+ONN94QE8WFCxfG33//DVdXV9n9Zs+ejZUrVwJQ1W5NlVoZj0QyEwKA8HAgOlq1kiARERERERER5T95LXpVwHCJddKQmJiose3t7W3S/nP2l5SUZLK+k5OT0adPH8TFxQFQjUhds2YNypUrZ7Jj0H9eALgq9wC5uixEREREREREZL8EQX4kawGrxwowyUo5JCcna2y7ubmZtP+ci2jlTOoaY+TIkbh06ZK4PWPGDHTo0MFk/VNuskUBWDKAiIiIiIiIKH+6cQN4/lx7m5sbUAAXHme5AJKlUChsur9sP/30E1avXi1u9+jRA1988YVZjmUvPD09UatWLbMeIzI6Grh1S3sjk6xERERERERE+ZPcd/6gICCPso35EZOspMHDw0NjOyUlxaT95xwp6+npaXSfx44dw4QJE8TtypUr448//jBbQtde1KpVCydPnjTvQR49AqTq9p4/r1pl0MQlJ4iIiIiIiIjIyuSSrAWwHivAcgGUQ86kZ0JCgkn7f/nypcZ2oUKFjOovMjISr7/+OtLT0wGoksSbNm2Cj4+PUf2SjkqXBipU0N6WlQWYO8lLRERERERERJYnt+hVAazHCjDJSjmUKlVKY/vRo0cm7f/hw4ca26VLlza4r/T0dPTr1w9Pnz4V7/vtt99Qu3Ztg/skA8hdoWLJACIiIiIiIqL85f594MED7W1OTkBwsGXjsRFMspKGihUrakyzv3Pnjkn7v3v3rsZ2pUqVDO7r448/xokTJ8TtMWPG4I033jC4PzIQk6xEREREREREBYfcd/2GDQEjZy3bKyZZSYObmxsqVqwobp87d86k/Z85c0Zju0aNGgb1s337dixcuFDjvgULFkChUBj0s3LlSrGftLQ0ycf5+voaFG++JpdkPX0aMHFdXyIiIiIiIiKyItZj1YpJVsqlefPm4u2wsDCkpqaapF9BEDQWYqpcuTJKlixpUF+3pFa0J8urVAkoUUJ7m1KpSrQSERERERERUf7AJKtWTLJSLm3bthVvJycnY8+ePSbp9/jx4xr1U9u1a2eSfsnKFAr5otZyxbCJiIiIiIiIyH5ERQEREdrbFAqgWTPLxmNDnKwdANmeXr16wd3dHSmvpnkvX74cPXv2NLrfFStWaGy/+eabBvc1dOhQdOrUyciI/jNs2DCcOnVK3L527ZrWxzk6OprsmPlKy5bA+vXa21iXlYiIiIiIiCh/kBtIVbs24OdnuVhsDJOslIu3tzf69euHVatWAQC2bduG8PBwg+unAsDjx4/F/gCgSpUqGmUJ9OXn5wc/E/7jVqtWTUyyurq6olq1aibru0CQmw5w4gSQng44O1suHiIiIiIiIiIyPZYKkMRyAaTV559/Lo7aFAQBH3zwgVH9ffzxx1AqleL2l19+aVR/ZGNq1pS+WpWUBJh4ATUiIiIiIiIisgImWSUxyUpaVa9eHW+//ba4fejQIcycOdOgvpYtW4YNGzaI2/Xr18egQYOMjpFsiIMDIDcyOSzMcrEQERERERERkemlpQGXL0u3y63XUgAwyUqSvvvuO5QrV07cnjp1Kr7//nu9+li3bh1Gjx4tbru5ueGPP/6Ag4P0S+/y5csICgqCj48PXn/9dcTGxuofPFleSIh0282blouDiIiIiIiIiEzvzh0gK0t7W/nyQPHiFg3H1jDJSpJ8fHywfv16FCpUCICqbMD48ePx+uuv49GjR7L7xsXFYcyYMRg8eDDS09MBAAqFAr/88gtq1aoluV96ejp69+6NU6dOISEhARs3bsTHH39suidF5lO1qnQbk6xERERERERE9k3uuz3XtuHCVySvSZMm2Lx5M3r16oXk5GQAwMaNG7F161b06NEDHTt2RI0aNeDj44OXL1/i1q1bOHjwINavX4+kpCSxH4VCgfnz52PYsGGyx7t+/Tpu376tcd/27dtN/rzIDAIDpduYZCUiIiIiIiKyb3Lf7eVyAgUEk6yUp/bt2+PkyZPo27cvbt26BUA14vTvv//G33//nef+vr6++OOPP9C9e/c8H5u92FZe95ENqlRJuu3OHSAjA3DiWw4RERERERGRXWKSVRbLBZBO6tSpg8uXL2PGjBnw9fXVaR8XFxeMHDkSEREROiVYAaBq1aqoUaOGxn29e/fWN1yyBnd3oEwZ7W0ZGcD9+5aNh4iIiIiIiIhMh0lWWUyyks7c3NwwZcoUPHnyBKtXr8awYcNQs2ZN+Pv7w8nJCT4+PqhcuTJef/11/Pzzz3jy5AkWL16MgIAAnY/h6OiITZs2ITg4GN7e3hg4cCDmzJljxmdFJsWSAURERERERET5E5Ossjh3l/Tm7u6OwYMHY/DgwWbpv2rVqjhx4oRZ+payYsUKrFixwqLHzJcCA4HQUO1tN28CnTpZNh4iIiIiIiIiMl5KCvDwofY2JyegXDnLxmODOJKViEyHI1mJiMhGTJs2DQqFQvx5+vRpnvvExsZi4MCB8PHxQWBgIDZu3GiBSIlMTxAETJkyBcWKFUOxYsUwZcoUCIJg7bCIiMie5VikXEPFilyDBUyyEpEpMclKRER2bPz48fjrr7+QkJCAW7duYfDgweKin0T2ZNWqVfjqq6/w7NkzPHv2DF999RX++OMPa4dFRET2jKUC8sQ0MxGZDpOsRGRiWVlZOHz4MA4ePIiwsDDcuXMHUVFRSE5OhiAI8PPzg7+/P8qXL48mTZqgSZMmaNGiBby8vKwdOtmhM2fOaGynp6fj4sWLqFy5spUiIjJMztcyAJw9exZDhw61QjRERJQvMMmaJyZZich0KlYEHByArKzcbffuAenpgLOzxcOifCYiwtoR2I8qVawdgcHS0tLw888/48cff8RDqdpPAKKiohAVFYVr165h165dAAAPDw/06tULQ4YMQceOHS0VMuUDwcHBuHLlirjt4uKChg0bWjEiIsMEBwfj559/znUfERGRwZhkzRPLBRCR6bi6AmXLam/LzATu3rVsPERkl8LCwlC7dm1MmDBBNsEqJTk5GWvWrEGnTp3QrFkznDp1ygxRUn40Z84cDBw4EN7e3qhUqRJWr16N8uXLWzssIr0NHjwYU6dORdGiRREQEIBJkyaZbdFaIiIqIJhkzRNHshKRaQUGqkatanPzpl2PrCMi89u/fz969OiBlJQUjfsbNGiADh06oF69eihdujS8vLwgCAJevHiBqKgohIWF4dSpUzh9+jSUSqW434kTJ9C3b188ePAADg68tkzyfH19sXbtWmuHQWQS06ZNw7Rp06wdBhER5RdMsuaJSVYiMq3AQGDfPu1trMtKRDJu376Nvn37aiRY27Zti7lz56JBgway+w4aNAgAEBMTg3Xr1mHZsmUICwsDAIwYMYIJViIiIiIiQyUlAU+eaG9zcQHKlLFsPDaK3ziIyLTkFgdhkpWIZIwdOxYJCQni9vjx47F///48E6zq/P398f777+Ps2bNYt24dAgMDMXLkSHOES0RERERUMNy6Jd1WsSLg6Gi5WGwYk6xEZFpy0wSYZCUiCTdu3MD27dvF7datW2Pu3LlQKBQG9zlgwABcv34dJUuWNEWIREREREQFE0sF6IRJViIyLSZZicgAW7Zs0dieMmWKUQnWbCwTQERERERkJCZZdcJvHkRkWhUqAFJJjQcPgLQ0y8ZDRHbhwoUL4m1nZ2e0bNnSesEQEREREdF/5MoFMMkqYpKViEzLxQUoX157W1YWcPeuRcMhIvsQHR0t3i5VqhScnKy7NmdERASWLFmCt956Cw0bNkS5cuVQqFAhuLu7o2TJkmjQoAFGjRqFNWvWIM2Ii0fDhg2DQqGAQqFArVq1crVHR0dj8eLF6NevH6pUqQIfHx84OzujcOHCqFOnDt555x1s3boVGRkZOh3v8uXLmDJlCjp06IAyZcrA09MTzs7O8Pf3R8OGDTFq1Chs374dWVlZBj+nadOmic+pW7duWh9z4cIFTJkyBe3atUPJkiXh7u4OV1dXFC1aFE2bNsXo0aPxzz//GPW7NcTTp0/F2BUKhc4rs6s/Z09Pz1zt6enp2LFjB0aPHo2mTZuiaNGicHV1hZubG0qUKIFWrVrhiy++wLlz50z8jID4+HisWbcOw959Fw2Cg1GkdGm4eHvDw98fpStVwmtdumDK9Ok4+2qhuJxqNWwIhbs7FO7uGPbuuyaPL9uhI0fE4yjc3XPFk5qais1bt2LEe++hUbNmKFK6NIqVK6fXMQRBwIkTJzBhwgS0aNECxYsXh6urKzw8PFC6dGl06NAB06ZNw/Xr10351ACoSqLMnj0bPXr0QKVKleDj4wMnJyf4+vqievXqeP3117F48WI8e/Ys175nz57VeF0eOnRIp2NWq1ZN3Kd169ZGxX/lyhXMmDEDXbp0Qfny5eHt7S2+d1SvXh39+/fHokWLEBkZadRx1J/nd999l6v97t27+O6773L9Hn18fFCjRg0MGjQIK1asQGJiolFxEBFRDhzJqhPrfoMhovwpMBC4c0d7282bQLVqlo2HiGyes7OzeFt98StLUiqV+Ouvv/DTTz/h7Nmzko+LjIxEZGQkzp8/j99++w0ff/wxJk6ciI8//tgkJQ4AIDExEdOmTcOiRYuQkpKSqz0mJgYxMTG4fPkyli1bhrJly+L7779H3759tfZ35swZjB8/HkePHtXaHhsbi9jYWJw7dw6//fYbKlasiB9++AE9evQwyfPJdurUKUycOBGHDx/W2v78+XM8f/4cp0+fxuLFi1G0aFGMGzcOY8eOhaurq0ljsQRBELB06VLMnDkTDx8+1PqYp0+f4unTpzhy5AhmzZqFVq1aYcGCBahdu7ZRx46OjsbX336LJcuXIykpKVd7eno6Hqek4PGTJzhw8CC+mj0bTRo1wlfTpqF9u3ZGHdvUFi9diulff43Ip0817vfx8dG5j+07d2LyjBm4ePGi1vbHjx/j8ePH2LdvH6ZPn47OnTtj9uzZqFOnjlGxHzt2DNOmTcOBAwe0tsfHxyM+Ph7Xr1/Hxo0b8eGHH+LNN9/EV199hRIlShh1bFMIDQ3F1KlTcezYMa3t2e8d169fx4YNG/Dhhx9iwIABmDp1KqpUqWKyOO7cuYPPP/8cGzdu1HoRKCEhAQkJCbh27RrWrVuHsWPH4rPPPsP48eM1Pl+IiMhATLLqhCNZicj0WJeViPRUunRp8XZMTIxG+QBLOHz4MKpWrYohQ4bIJli1efbsGcaPH48OHTqYZPTU1atXUb9+fcybN09rglWbBw8eoF+/fvjwww81EhCCIGDGjBkICgqSTLBqc+fOHfTs2ROffvqp3vFLmTZtGpo1ayaZYNXm2bNn+Oyzz1C/fn2cP3/eZLFYQmxsLDp06ICRI0dKJli1OXz4MBo3bow1a9YYfOyNmzahWr16mP/zz1oTrFJOnz2LDt26YcR770GpVBp8fFNJS0tDr9dfx+gxY3IlWHX18uVLvDFsGLr37SuZYNVm165daNSoEebNm2fQcVNTUzFq1Ci0bNlSMsGqjVKpxLJly1C9enVs2rTJoGObQnJyMoYPH4527dpJJli1yczMxJo1a1C3bl3MnTvXJLGsXbsWdevWxfr163UeZR8fH4/PP/8cr732GmJjY00SBxFRgfXyJSD1OezmBqidxxd0HMlKRKbHJCsR6Sk4OBhLliwRtz/77DPs3LnTIgtXLVu2DO+++67Gl3cXFxc0bdoULVu2RP369VGkSBH4+/sjJSUFUVFROH36NNavX4+IiAhxn/3792Pw4MHYsmWLwXFHRESgTZs2eP78OQDAyckJXbt2RefOnVGjRg34+fkhMTERDx8+RGhoKNasWaMx8nfBggVwc3PDnDlzAADvvvsufv/9d7Hd1dUVvXr1Qvv27VGtWjX4+Pjg5cuXGv29fPlSfPzcuXPh4+ODSZMmGfR8so0ePRqLFy8Wt52cnNChQwd06dIFtWrVgr+/P5RKJZ48eYLTp09j48aNGlO2r127hpYtW2Ljxo3o2LGjUbFYQnx8PFq3bo1Lly6J99WpUwe9e/dGw4YNUbJkSTg7O+PFixcIDw/H7t27sWPHDgiCAECVXHzrrbfg7e0tWXJByjdz5mDS1Km57m/auDG6d+2K+nXronixYnB2dkZMbCyu37iBfQcOYMfu3UhNTQUA/L5iBe7dv4+dORaks7SBb72Frdu3i9u1a9VCj65dEdSkCYoGBKBQoUKy+0dHR6NTz54Iy1GGoWHDhujTpw8aNmyIYsWKAQCioqIQFhaGv//+WyzbkJ6ejgkTJuDBgwf48ccfdY47NjYWnTt3xqlTpzTuL1SoELp27YrXXnsN1apVg6+vL5RKJZ4+fYpz585h69atCHtVJiE+Ph79+vXD4sWLUb9+fZ2PbQrPnz9Hly5dcl1wKlWqFPr164eQkBCUL18eHh4eSEhIQEREBA4dOoTNmzeL70epqan49NNPcenSJSxfvtzgEjC///473n33XfF/o1ChQujRowfatWuHqlWrwtfXF0lJSXj69CmOHj2K9evXa1zUOHLkCHr06IEDBw7AxcXFwN8IEVEBJ1ePtVIl6TVZCiKBiOxeUFCQAEDjJygoyHoB7dwpCID2n3btrBcXWczdu3eF8PBwjZ+7d++apvMbN/ij648diY2NFby9vTXex7p37y4kJCSY/diPHj0SfHx8BABCyZIlha+//lqIiorKc7+srCxhyZIlgoeHh0bcy5Yt0/nYQ4cOFfcLDAwU6tatK2536tRJuHPnjuz+0dHRwsCBAzWOr1AohCNHjghff/21xv0DBw4Unjx5Itvf8+fPhf79+2vs5+joKJw/f17n5zR16lRx365duwrz5s3T6O/111/P83kJgiBs3rxZKFOmjMa+Hh4ewtmzZ/WOA4AQGRmZ5z6RkZEa+0ydOlXvYxUqVEjo06ePuF2xYkVh165defZx+fJljb8/AKFIkSJCdHT0fw9KSZH9WfD997nOBxo3bCicPX48z32j7t8XRo0YobHv0DffFGrWqKGxnVc/hv4c3LNH49jqsRQvXlzYsHq1Xv2lxsUJwU2bavRZvXp1ITQ0NM+/xe7du4UKFSpo7Pvtt9/q9FpISUkRmjVrlut/cty4ccKLFy/y3P/YsWNCrVq1NP7/Zs2apdHfwYMHdYqlatWq4j6tWrXSaZ+kpCShcePGGsfz9fUVFi9eLKSnp8vuGxcXJ0yaNElwcnLS2P/dd9/V6diCIOR6z3JxcRF/hx988IHm/4MWaWlpwqxZswQHBweNvqZNm6ZzDERk5nN5sj9//SX9/b5XL4uEYHM5DwlMNxOR6XEkKxHpydfXN9fU0n/++Qc1atTAzz//rPO0eUOUKlUKP/30E8aMGYMbN27giy++QNGiRfPcT6FQYMSIEdiwYYPGyNVvvvnGoIWjbt68KU5nHjNmDHbu3IkKFSrI7lO4cGGsWbMGw4cPF+8TBAEDBw7E9OnTxfumT5+OtWvX5lnjsUiRIli3bh2GDBki3peZmYnJkyfr/XwA1cjcL774AgDg6OiIX375BevXr8/zeQFAr169cOnSJY0Fe5KTk9G/f38kJycbFI8lJCUlidO8mzVrhrCwMHTq1CnP/WrVqoXjx4+jcePG4n3R0dH49ttvdTruufPn8XGO8g7jPvwQxw8eRMMGDfLcv2jRovh1wQJsXLNGrHW68s8/cTU8XKfjm9ripUsBAJUrVcLJQ4fQr08fvfb/bPJknFQbSdqre3eEhYWhTZs2ee7bsWNHnD9/Hi1atBDv++KLL3DmzJk89/3iiy9w/PhxcTsgIAC7du3CvHnz4O/vn+f+zZo1w+nTp/Huq0XGMjMz8fnnn+e5n6l89NFHGs+zevXquHDhAkaOHJnnaFQfHx989dVXOHTokMZzXbJkCZYvX653LOvWrYNSqYSjoyPWrFmDn3/+GYULF5bdx8XFBZ999hnWrl2rcf+3336LFy9e6B0DERGB9Vj1wCQrEZle+fKA1In4w4fAq+mIRETqRo4ciYkTJ2rc9+jRI4wZMwZFixbFoEGDsG7dOnEqvSkNGTIEP/30k9aV4fPSpUsXDBo0SNy+deuWxjRxfXXs2BE//vijzotoKRQKLFiwQCNx+eTJE7Gm5qBBg/Dll1/qfHyFQoFFixahTJky4n27du3Sq65otps3byItLQ0A8PPPP2P06NF67e/r64tdu3ahSZMm4n137tzBV199pXcsllauXDls27YNvr6+Ou9TqFAh/PXXXxqLfC1ZsgTp6el57jvyf/9DRkaGuD3uww8x79tv9V70p2/v3vh77Vo4OjrqtZ85uLq6YtO6dShfrpxe+128dAkLfvlF3G7RrBnWr14Nd3d3nfvw8fHBjh07UKNGDQCqZOeYMWPkj3vxokZZAVdXV+zcuVPvEhfu7u747bffMHToUL32M9bhw4ex9FVyGwDKlCmD0NBQlNPz99+sWTPs2LFD43U8btw4g5Occ+bMwcCBA/Xap3///mKiGgBSUlIMSvQSERGYZNUDk6xEZHpOToDUKCVBAG7ftmw8RGQ3Zs+ejeXLl8PLy0vj/sTERKxbtw6DBg1CsWLFUK9ePUyYMAG7d++2iVGNo0aN0tjWZ3EndU5OTli4cKHOCdZsHh4eWhNAhQoVwg8//KB3HIUKFcL7778vbmdlZWHPnj1695Pt9ddf1zvBms3NzQ1//fWXRv3Nn3/+GXFxcQbHYwnz58/XaeRiThUqVNBI2sfFxWmMjNRmx65dGnVHWzRrhm+//lrvY2dr16YNvtJS19XSPh4zBrVr1dJ7v69mz0ZmZiYA1f/Gqt9/N2iFeS8vL6xatUocqX7q1Cns379f+rhffaUxiv3HH39Eo0aN9D5utl9++QX16tUzeH99qV+MUSgUWLVqFYoXL25QX0FBQZg2bZq4HRcXh/nz5+vdT/369TF27FiDYvj88881ZhlsV6vvS0REemCSVWdMshKRebBkABEZaNiwYbh27RrGjh2rdWEbQRBw8eJFzJs3D507d4afnx9at26N77//Ho8ePbJCxKqEgvrIP/UFsfTRrVs3VKpUyaB9+/Xrl+u+N954Q1zYR199+/bV2M65CI6unJ2d8d133xm0b7by5ctjwoQJ4vbLly+xbt06o/o0p6pVq6Jnz54G79+/f3+N7bymqa9YtUq8rVAo8PMPPxi80FC2T8aNQxUrfnFydHTE+yNH6r1fdHQ0Nm/bJm6PHD5c75GY6ho0aIABAwaI27+ojZBVFxcXh61bt2rsl/Pii77c3d3x008/GdWHrsLDw3HkyBFxu3fv3mjVqpVRfY4bNw6lSpUSt5csWaJ3KZUJEyYYvJBghQoVNJLcZ8+eFRfQIiIiPTDJqjMmWYnIPJhkJSIjlCpVCj/88AMePXqEZcuWoXPnznBzc9P6WKVSicOHD2P8+PEoW7YsOnfujEOHDlk0XmdnZ41RizExMQb1Y0xirkyZMrlGnfXq1cvg/gIDA+Hn5ydu3zZwFkLPnj1RtmxZg+PI9r///U8jcaie0LI1ffr00Xs0srqgoCCNbbmkfWZmJnbv2yduBzdtijq1axt87GyOjo4Y9c47RvdjqPp162qUrNDVjt27xVGsADDcBFPu1ZOle/bsEUtgqNu7d69GWQdDR27n1KJFC7FGrjlt3rxZYzuv0gi6cHFx0ZiyHxUVhRMnTui1f48ePYyKQf1/KSkpCU+ePDGqPyKiAic+HpAq1eXhAZQsadl4bByTrERkHkyyEpEJ+Pr64u2338bOnTsRFxeH0NBQTJ48GSEhIVqn/wqCgN27d6NNmzbo0qULIiMjjTp+WloaHj9+jFu3buH69euyP+q1YuPj4w06nnrtUUOUzHGia2x/6gtlxcbGGtSHsUmSbEWKFEGzZs3EbV0WIbKW4OBgo/b38/ODh4eHuC33u4+4eROJiYnidqcOHYw6trouOizYZS5BBr52T6m9LooXL25QuYGcmjdvDm9vbwCqRJ22115YWJjGti6LnelKfSE6czl58qR429fXV2PRL2N0795dY/vff//Ved9atWoZVCdbXenSpTW2DX0fIyIqsOS+u1euDBhxUTk/YpKViMyDSVYiMjFXV1e0adMGM2fOxPHjxxETE4Pt27fjww8/zPVFGlAt1lSrVi2cP39e52MolUqsX78eAwcORNmyZeHu7o7SpUsjMDAQ1atXl/1Rp++U2GwVpOpZ60h95Km3t3eeK3Hr05+htW8bNmxoVAzq1Kf+vnjxAs+ePTNZ36ZkaMkHdbr+7u/cvauxXevVQk2mYM1yARXKlzdov/Br18TbNXP8XxrK0dERtdSSteHh4bkec+fOHfG2t7e3QaNwpTRt2tRkfUlRf0516tQx2cJntWrV0hiBru13J8XU/0eA4e9jREQFFksF6IVJViIyDyZZicjMPD090bVrV/z444948OABDh48mGsV75iYGHTt2hUPHz7Ms799+/ahevXqGDBgAP766y88fPjQovX7HB0d9Vr9XBv1ZEbOxcOM7c/QxLEpk005yw4Yulq5uWWPejSGrr/7hIQEjW1jE+vqDK2FaQq+vr4G7fdCrVTHgYMHoXB3/+9HoTD4R32a+90ciW1A8+9gyr8BoBrFbW7R0dHibVP+z7q4uCAgIEDc1ud/1tT/R4Dh72NERAUWk6x6YZKViMyjbFnAxUV72+PHAEcSEJEJKRQKtG7dGrt378bOnTs1ahhGRkbio48+kt1/6dKl6NSpk8ZoNEszdqEic/dnKPVp76buKykpyWR9m5Ilf/c5a7/ml4V9PAy84JCSkmLiSHLLmdgGNP8Opv4bWOJvqj7C09iLPTmpL2Coz/+srbyHEREVaEyy6oVJViIyD0dHoGJF6fZbtywXCxEVKJ07d8bRo0c1vthv3bpVsj5rWFgY3nvvPY0RTg0aNMDPP/+Ms2fP4sWLF1AqlRAEQfbHmBXM8zNTTs/N2Zf637igyrkokvqIRGOpLyBlLyzxmtD2mlb/O5h6hLUlFmtS/72Zekq9emLV2BqrRERkYUyy6oWXB4nIfAIDgevXtbfdvAnUqWPZeIiowKhduzbGjh2Lr7/+GoBqiujx48fRr1+/XI/99ttvkZGRIW5PnDgR33zzjVWnSucnDx8+RA0T1Ql98OCBxrapp2Xbo8o56lZevnoVfXv3NknfNyIiTNKPJQWoTa339/fH8dDQ/xpdXU1yjJyJbQCoXLmyePvly5e4d+8eyhtYVzanPXv2mKQfOQEBAeIIXV3Kq+gqLS1No3ayJUofEBGRCTHJqhcmWYnIfFiXlfSRlaX64fRAMpEePXqISVYAuH//fq7HxMXFYevWreJ2u3btMHv2bIvEV1CcO3fOZElW9RXcCxcujKJFi5qkX3tWuVIl+Pr6Ii4uDgCwZ98+TJs82SR979y92yT9WFLN6tVx4OBBAEB6ejoqV6r037RzNzezHVd9UTZAlRgdNWqUSfpev369SfqRU7NmTdy+fRsAcPHiRWRkZJhkuv6lS5c0RkTXrFnT6D6JyAyyz8MdHblaPP0nJkb1o42nJ1CsmGXjsQMcokFE5iOXZGW5AMqWmgrcuAGcOwdcuKB6bSiV1o6K8oHixYtrbKelpeV6zLVr16BUe7198MEHZo+roPnnn39M0k9MTAyOHTsmbjdp0sQk/do7hUKBrp06idv/nj6Ni5cuGd1vZmYmFv/+u9H9WFqz4GDx9suXL3HoyBGLHLd9+/ZwU0viLl682CT9HrFQ/M2aNRNvJyQkmOy4Of//Q0JCTNIvEZmIIACRkcClS6rz8IsXgeho1f1Ect/ZAwOZkNeCSVYiMh+OZKW8JCcD164BL1/+d19cnOoDnSsAk5EePXqksa1tannOabGGjrhUKpW5prKTyvr1601SU/KXX37RKOvQs2dPo/vML4YPHaqxPWbcOI3flSG+++EH3Ho1stGedOnUSSPZ+dOiRRY5rqenJ15//XVx+/z58/jtt9+M6jM1NRVjx441MjLd9OnTR2N7wYIFRvepVCqxdOlScbtUqVK8OEJka54/Vy1KnP2ZkZEB3LsHWGARQbIDLBWgNyZZich8mGQlOSkpQEQEoG1hleRk1VV0KjAePHiA+Ph4k/Z59OhRje369evnekzOldkNXa1+xYoV+WZVd3OYOHGiUfs/efIEc+bMEbe9vb0xcOBAY8PKN9q2bq0xgvPo8eP4fMoUg/s7ePgwJk2bZoLILM/T0xND3nhD3P5nxw7s3b/fIsf+4osv4OjoKG5/+OGHGiUu9PXBBx/g/PnzpggtT5UrV0aHDh3E7a1bt+LQoUNG9Tl37lyNBQfff//9XO+5RGRFGRlAjgvSouRkID3dsvGQ7WGSVW9MshKR+ZQuLV3/LDISSEy0bDxkO1JTVQlWuZFWT59yNGsBMmnSJISEhODq1asm6S8xMRE//PCDuF22bFk0btw41+NyLkxz+PBhvY/15MkTfP7553rvV5D8+eefWLVqlUH7pqenY9CgQeKiPAAwZswYrYsPFWSLf/4ZrmoLO303fz4mTpqk94jWLdu2oc/AgcjMzLTbhNgXn3wCd3d3cXvIiBG4c/euwf0lJCQgKioqz8dVq1YNn332mbidlpaGrl27Yr+eSd7U1FS89957WLZsmd6xGmP69Oni31wQBLz11lt4+vSpQX2dPHkSM2fOFLcDAgJYjoXI1kRFyZ9rK5VMtBZ0eZULoFyYZCUi83FwACpUkG5XG91ABUhamqoGa14nbUol8OKFZWIiq4qIiMDatWsRHh6Ohg0bYtKkSXipXkJCTykpKRg4cKBGUuSTTz7RmjCqV68e/P39xe05c+bghR6vu2fPnqFTp06IkVoUgETvvPMO/vzzT732SUpKQq9evTTqQ1auXBmTJk0ydXh2r2aNGlj0448a9835/nu0aNcOFy5ezHP/6Oho/G/sWPQeMEBcRGv8Rx9pJG7tRbly5fC12kjcqKgotGrf3qBRoQ8fPkTz5s3RoUMHnUbbT506Fe3atdM4dseOHTFx4kTx9yrn1KlTCAoKwq+//goAcHNzw/jx4/WO2xBBQUH43//+J24/evQIbdu21bpooJzjx4+jW7duGnWwFyxYwAsjRLYkIwN49izvxymVuj2O8qfHj6XbKlWyXBx2hElWIjKvEiWk2/iBXfDommDNxtGsBcKpU6fE1afT0tLwzTffoGzZsvj0008RHh6uV1+7du1Co0aNsGPHDvG+4OBgjB49WuvjnZ2dMWLECHH76dOnaNOmDa5du5bnsTZv3oz69evj8uXLcHZ2RqlSpfSKtaDIHs2Wnp6Ot956C8OGDctVL1eb3bt3o27duti5c6d4n5eXFzZu3KgxSpH+M3zoUPwwZ47GBYV/T59G/aAgNGvTBrPmzsWuPXtw/sIFXL5yBUeOHcNvv/+OAW++iXJVq2Kh2mJN/fv2xbdff22Np2ESY8eMwaD+/cXtR48fo2nTpvjiiy90upCSlJSE2bNno27durh8+TIuXbqE3r1757mfs7MzNm/ejFatWon3ZWVlYc6cOShTpgwGDx6MpUuX4tixY7hy5QrOnTuHnTt34uuvv0bTpk0RFBSEi6+S4s7Ozli9ejUaNWpkwG/AMHPnzkWLFi3E7WvXrqFevXpYsmRJnqOiExISMHnyZLRu3VrjwtPYsWMxYMAAs8VMRAZ49kx7yS5tHjxQ1W6lgkfu+7rc9/wCzMnaARBRPle0qHSbDlPvKB/JylKVCFBbyT1PaWlATAxQpIj54iKre+uttyAIAv73v/+JI1jj4uIwd+5czJ07F9WqVUOrVq1Qv359VKpUCf7+/nBzc4NSqURMTAzu37+PsLAw7Ny5E3dzTAmuXr06/v77bzg5SZ/yTJo0CRs2bBD3vXz5MurWrYvu3bujU6dOqF69Onx9faFUKvHkyROcOXMGGzdu1EgAz549G3v37sVjuSv+BdSIESPEhBUArFy5EmvXrkXnzp3RsWNH1KxZE/7+/khPTxd/v5s2bcLly5c1+vH29saWLVtQt25dazwNuzF2zBhUrFAB737wAZ6pfTk68e+/OPHvv3nu7+DggPEffYTZX30FBweHXG32QqFQYMWSJRAEAes2bACgSvTPmjULP/74Izp16oS2bduiRo0a8Pf3R2ZmJp49e4Z79+5h//792L9/v8bIVXd3d0yYMEGnY3t5eWHv3r0YP348Fi5cKNZrTkxMxNq1a7F27do8+yhWrBjWrl2LNm3aYN26dRpt5vw7uLq6Ytu2bejevTuOHTsGQPV+PHLkSMyYMQP9+vVDs2bNUL58ebi7uyMhIQERERE4ePAgtmzZkmu078iRIzFv3jyzxUtEBsjM1H+wy/37qkESOcosUT4n931d7nt+AcYkKxGZV7Fi0m1MshYsSUmqpKm+nj4FChcG7LQ2IOlmyJAhaN26NSZPnozVq1cjS20E8/Xr13H9+nW9++zVqxd+//13jXIA2nh7e2P37t147bXX8PDhQwCqZMymTZuwadMm2X0VCgWmTp2KcePGYe/evXrHWFDMmjULRYsWxcSJE5Geng6lUomtW7di69atOu1fu3ZtrFmzBrVq1TJzpPlDj27d0DwkBN/MmYPFv/+ORB1roLdq0QKzZsxAcFAQAFVdTvXRiz7e3maJ11xcXFywZuVK1KtTB1O/+kqcvp6cnKzT/3e2smXLYvXq1WjevLlex16wYAEGDx6MqVOnYt++fTrt5+7ujhEjRmD69Onw8/MDoHo/Umfuafe+vr7Yt28fxo0bh19//VVMEj969Ajz58/H/Pnz8+zDw8MDs2fPxpgxY8waKxEZ4Plz+XURpJw8CVStqlp3g/K/9HTp0m3u7oCnp2XjsRP2czmaiOyT3BUulgsoOLKyDEuwAqpFsmJjTRsP2aSyZcvijz/+QEREBD755BOUNvAkPjg4GDt27MDmzZvzTLBmq1KlCs6dO4c333xT58V+qlSpgh07dmDq1KkGxVnQfPzxxzh79iw6duyo8z7FixfH3LlzcfbsWSZY9eTv74/vZs/G49u3sXr5cgx9803Uq1sXfn5+cHJygpubG0qVLInX2rbFl198gQunTuHQ3r1ighUAXr58KZbyAFTJN3ujUCgwccIEXD57Fm+++absqPacfH19MXv2bNy4cUOvBKu64OBg7N27Fzdu3MDs2bPRrVs3VKhQAZ6ennB0dIS3tzeqVauG/v37Y+nSpXj48CF++uknMcEKALE5PgMt8Xdwc3PDokWLcPjwYbRu3Vrn/ZycnDBkyBBcvnyZCVYiW5SZqRrAYIj0dEBtUVHK56KjpduKFuUAGAkcyUpE5sWRrATkXfPJ01NVRkCqlEBkJODnxw/zAqJSpUqYM2cOvv32W5w7dw6HDx/GmTNncPPmTTx8+BAJCQlQKpVwdXWFl5cXypQpg8DAQAQHB6Njx46oWrWqQcctUqQIVq1ahWnTpmHt2rU4fPgwrl27hujoaGRmZsLLywvlypVDo0aN0KtXL3Ts2FGvhA0BderUwe7du3H16lVs3LgRR48exbVr1xATE4OsrCx4e3ujYsWKaNCgAbp27Yr27dvb5cJLtsTb2xuDBw7E4IED9d43OscIFj87TLJmC6xcGatWrcJ3332Hbdu24dChQ7h8+TIeP36Mly9fQqFQwMfHB+XLl0eDBg3w2muvoWvXriar/1ulShVMnDgREydO1Hvf6BxfdNUTsObWokULHDx4EOHh4di0aRNOnDiBq1ev4sWLF0hNTYWnpydKlCiBOnXqoE2bNujduzeKyZ37EZF1RUfLj2L191eV6pLy99/Ad9/xnLwgkPuuzvd5SQohe/4HEdmt4OBg/JujzlpQUBBOnjxppYjUbN8OdO+uva1PH9UHNeU79+7dQ0pKyn93pKTAPSsL5bU9uFAhoEoV1XSUBw+kO61USZVoJSKbNm3aNEyfPl3cjoyMRPHixa0YUT6SmmrRw63fuBED3npL3A7dvRtt1BZ0sjtubtaOwCBdunTBrl27AKhG/N+/f9/KERGRXcrKAi5fll6A1sMDqF4dePYM9x4+hHgm/2oxUPdbt1B+xgzg7FmgYUOLhExWtHcvIDX7qHt3YNs2i4Zj0zkPNSwXQETmxXIBlJWl+pFSrhzg6Kha3MrZWfpxkZEArwsSEVnM4VcLHwGAo6MjGvNLtcUplUqNL5XBwcFWjIaI7Fp0tHSCFVCtFq9QqEYpys3U4SCZgoGLXhmESVYiMi+WCyC5UgGurqrC6QDg4ADIjXZLTgZyrFpMRETm8fLlS/y5dq243aBePXhykQuLW7t2rUZN1pYtW1oxGiKyW1lZ8rVY3d0B9ZIwcqV6/v6bAx8KApYLMAiTrERkXhzJSnJJ1px1VosUkb9ybmihfiKiAuDS5cuYv2ABTFENbNpXXyEhIUHcfm/kSKP7LCh++uknnDt3zuh+4uPjMWPGDHHby8sLb7zxhtH9ElEBFBsrvfYB8N8o1mwuLtKPjYgArl41XWxkm+S+q3MkqyQmWYnIvNzdAS8v7W3x8RavL0cWplTmnWRV5+goP5o1MVH+BJGIqIDKyMjAsJEj8fGnn6JLr15G1e1ctnIlvv/pJ3G7ePHiGDxggCnCzPdOnz6NcePGITg4GHPnzkVaWppB/SQlJWHQoEG4c+eOeN+IESPg4+NjqlCJqCBRGxGfi5ub9nNyB5l0EUsG5H8cyWoQJlmJyPzk3oQ5mjV/i4uTbnNxURXYzykgQH40a1KS0WEREeU3s7/7DucvXAAA7N67F5Vr1cKbb7+Nc+fP69zHw4cP8e777+Od0aPF+xQKBZYuWgRXuamjBEBVP/Xtt99GZmYmlEolPv30U5QvXx6zZ89GdHS0zv0cOHAATZo0ERe7AoDAwEBMmzbNDFETUb4nCKqBClKKF9ccxZqNdVkLNrnv6UyySpL5ryEiMpGiRYFbt7S3PXsGlC1r2XjIcmJjgUKFtLflKBWQlaXaVDg6Av7+0h/siYm5r7YTERVwHV97Db/89hueREYCUI1sXb1uHVavW4cSxYujXZs2aBYcjBLFi6NoQAC8vLyQkJCA2Lg4XLx8GcdOnMC+AweQkZGh0e/0KVPQtXNnazwlu+Pi4oJBgwZh6tSpyHq14OPTp0/x+eefY9KkSahXrx5ee+011K5dGwEBAShatCgUCgXi4uIQGRmJU6dOYd++fQgPD9fo19vbG5s2bYK3t7c1nhYR2bu0NCDHe7vIwUF13g3VubjG4FVHR+k+L18Gbt4EAgNNFyfZFi58ZRAmWYnI/Lj4VcGUkSF/1fxVcX2lEnjwQFU9QqEAfHyAct5ecIJMkpWIiDQ0btQIV8LC8NmUKVi2cqVGsjTy6VP8uXatxkJWefHw8MCiH3/E0DffNEe4+dbkyZPx2muv4YMPPtCoy5qVlYVz587pXau1bt262LhxIypXrmzqUImooJA7dy5UCM9fOCAyUnVO7u6uKs8KQJVxzatkwGefmTRUsiEsF2AQlgsgIvOTu9LFJGv+FRsrvfKoszPg6YnMTNVF8Lg41UOzslS7XX/qgwxIXD1PTlY9kIiINPj5+WHxzz/jxqVLGPfhhyhmwJcgNzc3vDt8OC6ePs0Eq4GCgoIQFhaG7du3o0ePHnB2dta7j4oVK2L+/Pn4999/mWAlIuPIJFmfCCVw//5/Sx6kpAB37qgtgSA3mpUlA/IvQZCeVZg965C04khWIjI/1mQtmOTqsfr6AgoFIiNVJ3M5paY54J6iIioJN5GrQpQgqOqySi2oRkRUwFWsUAHzvv0Wc2fNQti5czh05AjOXbiAiFu38OjxYyQkJCA9PR1eXl7w8/VF0YAANGrQAM2Cg9G+XTsUKVLE2k8hX+jatSu6du2KhIQEhIaG4uTJk7h48SLu3buHyMhIJCcnw8HBAb6+vvDz80OFChUQHByM5s2bo1WrVnCUS24QEelKIskaBx88SdRehiQxUbUelkKuLuvZs8D9+0C5cqaIkmxJbKx0iYmAAPkRzgUck6xEZH4sF1DwpKUBCQnS7X5+UCrl//xxgg+eogRKIDJ3Y2Iik6xENmratGlcoMdGODg4oHGjRmjcqJG1QynQvL290atXL/Tq1cvaoRBRQZORAaSm5ro7Fa64iwqSu2VlqXZ1dnYAXF1V5/babNoEfPyxqaIlW8FFrwzG9DMRmZ9cuQCOZM2fHj6ULhXg5AR4eeHJE+mHZHuMkoiHlivsrMtKRERERCRPyzlzJhxwG5WRmceYu/T0V+fqcgvOsmRA/sRFrwzGJCsRmR9HshY89+9Lt/n6IjlFgehoXTpS4A4qIg2umncnJeWdoSUiIiIiKshyJFkFAPdQHilwz3NXQVAlWmWTrCdOAJFaZp2RfeOiVwZjkpWIzI9J1oLl5Uvg8WPpdj8/PHqke3eZcMJtVEKm+keWxNQnIiIiIiJ6JUeSNQrFEAvdFy3KyADSHD0AFxftDxAEYPNmYyIkW8RyAQZjkpWIzI/lAgqWnTuBzEztbY6OSICXbLlWbZLhgQcoC42xqywZQERERESkXVaWavbXKwnwwiOU1qsLQQAeP1GoFq2VwpIB+Q/LBRiMSVYiMj8fH+mrn9HR0gk5sk+bNkk2CT4+ePTYsI+eFyiCFyj83x1qJ41ERERERKQmOVksr5UBR9xBRQAKvbuJiQGS3ItIP+DwYeDFCwODJJvEcgEGY5KViMxPoZC+4pWVBR2Lc5K9OHJEsinGqRiSk6V3dZKvv48nKPnfaFaOZCUiIiIi0k7tXPkZiiIDzpIPdXSU7+pRjAcEN4k6rpmZqtqslH/IzTblSFZZTLISkWXIXfFiyYD848kT4OlTrU2CQoHHcR6Suzo6AjVqAB7SD4ESrkhCIdVGauqravxERERERKRBLckaC5nFqwBUqgQUkRms+vIl8KhwXekHhIXpGx3ZMo5kNRiTrERkGVz8qmA4e1ayKVXhAaVSeopS8eKqqhKVKslfTU+Az38bLBlARERERKRJEMTzZCWckQLpUQylSwPe3kDJkoCDTIbobGwlZEDiJF3mOwDZIS58ZTAmWYnIMrj4VcEgcRVbgAIpgqvkbi4u/31eu7qqTvKkxMP7vw2WDCAiIiIi0pSWJs74SlA/d87Bze2/c3D183Ft4pJdsAl9tDdyJGv+IjcIKiDAcnHYISZZicgyOJK1YHh1gqXIyPjvPkFAFhyQJUjsg9xXzn18pB+bhEL/XUVnkpWIiIiISJPabK94SJ9Y+/iols/IVqxY9hoJWQDEdbMAABkZCmxz6K29o6dPVWXDyP4lJUnPFvTzk17QmgAwyUpEliI3kpVJ1vzjVZLVQX11q8xMZMERQKbWXdzdgcKFNe9zdZX7/Fb8d0U+KUm1eBoREREREam8GoggQH4kq3eOJicnoEQJIPu8PVPt9D0pyRGhjq9BctwER7PmD1z0yihMshKRZXDhq/xPbdErR/URpunpyIQDgAwAyly7BQRoXkEHVNtyo1nFuqyCAKgndImIiIiICrpX5+JJKIRMOGl9iIMD4OWV+35vbyUUCtWsNPU1ZpOSHBCZHoAbqKr9mEyy5g9c9MooTLIS5VM3bwL799vQID+WC8j/1E6sPG7eFG9nvUxElvhxk5BrN20nP40K8QABAABJREFUd0DuK+vq4uH931V0lgwgIiIiIlLJyABSUgDIj2L19NS+0FVSUoJ4/8uX/90fEaFaPCsUbbV3yCRr/sBFr4zCJCtRPvXiBdC+PVCxIjBtGnDvnpUDYrmA/E/txMrr7FmxiFNSQhYEZA9VTUB2jScAcHZWFdzXRir5CgDpcEEq3FUbTLISEREREanoUY81p6ysLCQkJMDx1fIHCQnZ9wNhYaqT84Noo71DJlnzB7nv5iwXkCcmWYnyufv3genTgcqVVclW9fWILIrlAvI/tRMrx6QkFLp6FQAQn+6O1NTsljQAj5CdaPXyyl0qIJuTk+oKu5T47CvziYmaVfmJiIiIiAqqVwMQMuCIJBSSfFjOWWNZWVl49OgR0tLS4OAApKb+Vy7g6tVCSEpSZV4Pog2yoOUEPjKSi1/lBzZaLuD5c6sdWi9MshIVEJmZqmTriBFWykcVLiydTYuKYpIsPzh7VmPT+9QpAMBLeCMqSr10RRKAewCi4e6eu0arOp3qsmZkAGlphkRMRERERJS/vEqyqkoFaP/+5eLy32wypVKJ6Oho3Lt3D0mvRsE6OGiOgzl9+r+M7AsUwWXU1n5sjma1fza48NWhQ8CdO1Y5tN60V0Amonxr5UogMBCYNMnCB3ZyAooU0X4JSqlUzUWRy6iRbVNb9Cqb19mzeDLwTSQX8oCQDDx8CJQpk137KQ3Ac8TEPEdiohMcHR3hoKUolNzI65cQcBcKKCCo6mFI1R0gIsov1Jd5Jv1lz38lIsqvBEFMsiYiHaqBDbk5OAB372YhMzMTGVpOuBWK/94yk5IccfasZh2vULRFXVzK3XFYGNC9uzHPgKzNxkay3rgB9OljP2OymGQlKoAmT1aVDxgwwMIHLlZMepx/VBSTrPZMy1Vrx6Qk3Jt9DImftUShQplIfpVoLVZMlQ91cFD9ZGRkaD25y6ZQaP9QFQAkwQGOyFSNZLWXT14iIkPZzGqWdkrbCi9ERPlJVpZ4TpyGLAApWh8mCHlPBPPyAiIjHTF7dlmxVEC2ULTFx5ifeyeOZLV/NrTwVXQ00LUrEBtr0cMahWcaRAXU0KHAiRMWPigXv8q/JE6o9t+vo3FilpwM3L0L3LqlUZNfltzAo0y8auToLiIiIiIq6F6dE2fBQW3h2dx0Gdjv5aVKsN6/n3u22BG0RAa0dMIkq/2zkYWvUlOBXr2A27ctdkiT4EhWonyqUCH5JFZaGtCzJ3DqFFCxooWC4uJX+ZfECVUo2uL+fTfMnl0Wn332AIUKqU780tOlS/TmlJioSsxq44ZM1MI1VWf163OUEhHlb0r5OtaUB5aVIaL87vFjIDoaz1EMD1FG60M8PYFq1eS7cXR0RPXqZRETo/19MwE+OIcGaIIzmg2RkaqfEiUMiZ5sgQ2UCxAE4J13gOPHLXI4k+K3UaJ8qnZtYNcuVSlUKRYffs+RrPmXliRrNArjIuoBAO7fd8OECZXw++8lcPlyIQhC7hVNpcg9LhVuSIOL6pM4Rft0KCIiIiKiAiE5GQAQD+kybHIV2goVKoQSJUqgUqVK8PR0Q8uW0o8NRVvtDRzNar/S04GYGO1t7u6qkVwWMG0asGaNRQ5lchzJSpSPdeoELF6sugok5fp1oF8/YO9eC6wHIXfli0lW+5V9xTqHQ2itsZ2U5IjDh31x+LAv6tXLxMGDL5GcnIysLFXRfUGipqq7u+pCwIsX2g9fFJmoiltAQIBqcTUiovyKI1mN4+5u7QiIiMwnMxO4cgUZWQ64iJD/ymrlUL266u1QoVCIi896eHjAy8sLjjm+ELZtC+zYof1woWiLz/Bt7oawMKBbN2OfDVmD1PopgOq7vK5TEY2wdi0wY4bZD2M2TLIS5XPDhwM3bwKzZ0s/JjRUlYx9/30zB8NyAfmTTKkAKcHBjvD19YWvr69Oh3jyBPhWyzkcAPTCeWzGDNXVhKVLdeqPiMguRURYOwL7Vr68tSMgIjKf06eBadOwC50wFVO0PqRwYeDLL3UfXNNW+nQex9AcaXCBK3JcADx7VseAyeZYuVTAixfAe++Z/TBmxXIBRAXA118Dr7+e92NSU80cCMsF5E8SJ1IH0UZyF7kTNm06dZJuO4B2SIcTpyYRERERUcH16lx4DzpKPqRDB/1mL9apA/j7a29LgQdOo4lkHGSH5AY+WWDRq+++A+LjzX4Ys2KSlagAcHAAVq4EmjaVfsyTJ8Bvv5k5EI5kzZ+0nEg9QQlcR3XJXVq31u8QISGqIv3avIQ3/kUQcOWKBa4UEBERERHZIB2SrB2lm7RycJA/b9c6c02ilBjZASuOZH3+HFiwQLrdApUKTIJJVqICwt0d2LoVKFtW+jGzZom10s2DI1nzJy1JVrlRrHXq6F861cUFaCPdJXajE5CRoUq0EhEREREVNOfO4T7Kyg506NBB/27lZqBx8at8xoojWefOBZKSpNsrVjTr4U2GSVaiAqRYMem6lgDw9Cnw669mDkAKk6z2SeJKtVw9Vn1LBWTLq2QAAJ7QEREREVHBk5YGXLkiew5ety5QooT+Xcudu59EMJKhZVFBnpPbJyuNZI2KAn7+Wbq9TRvVGsf2gElWogLm9deBmjWl27/9Vv4KklHc3ABvb+1tL18CKSlmOjCZjQGLXhmaZJWb3nQODVQneDyhIyIiIqKC5vJlID0dx9Bc8iH6lgrIVq0aULy49rZ0uOA4muVu4Dm5fbJSknXOHPlUwPTpZju0yTHJSlTAODoCU6dKtz97BixaZMYA5KYZsC6r/dFyAnUX5XEPFbQ+3MEBaNnSsENVrAiULq29LR0uOIPGPKEjIiIiooLn1TmwXJJV3zURsikU8oMktJYJ4zm5fbJCuYDISPn8w2uvAS1amOXQZsEkK1EB1LcvULu2dPu336oGlpoFSwbkL3rWY23YEPDxMexQCgXQXPq8UXVSefmyaroUEREREVFBERaGZwhABKpqbVYogOBgw7uXWxtB6wy2J0+4+JU9ssJI1tmz5dcutqdRrACTrEQFkoOD/JvVixfyNVGMwpGs+YuWJKs5SgVkyzPJmp7Oxa+IiIiIqGAJC9M+bf+V2rUBX1/Du5c7hz+DxoiHlpJwHM1qfyw8kvXxY2DxYun2Tp2AkBCTH9asmGQlKqB69QLq1ZNu/+47ICHBDAfmSNb8IzJSdZU6hxOQ/iQ0Z5L1BEKQCQee0BERERFRwZGWBly+LFsqQO4cWhcVKgDlymlvy4KjqmxXTjwnty9ZWdJJVkdHwN/f5IecNUt+EqK9jWIFmGQlKrAUCvk3rZgY4KefzHBguSQrR7LaFy0nTokohLuoqPXhjo5AM+kL7DqpVUt67bQE+OAKavGEjoiIiIgKjitX8lz0ytgkq0IhX9P1CmrlvpPn5PYlNhbIyNDeVrSoajqsCT14ACxZIt3etSvQpIlJD2kRTLISFWDdu6tqZEqZN88MtVnlphlwJKt9OXcu113XUF3y4VWqAIUKGXdIR0f5elLH0FxrXERERERE+dK5c0iCB86hgeRDjB3oAMjPgryKmlrjIjti4VIB334LKJXS7fY4ihVgkpWoQFMogBkzpNvj4oC//zbxQVkuIP+4di3XXVqvYr9SU8u5lyHyrMt66ZL8JzYRERERUX4RFobTaIIMOGttLlMGKFvW+MPInctr/Q7w+LGZ6s+RWVhw0auUFGDVKun2nj3lB4PZMiZZiQq4zp2Bpk2l29euNfEBWS4g/9AzyVpLukkvcknWo2gBQakErl41zcGIiIiIiGxZWJhZSwVkkzuXv4JaELQ1XL9umoOT+cl9FzdxknXnTvkZs9OmmfRwFsUkK1EBp1AAkyZJtx84YOIBpiwXkD9kZQE3buS62xJJ1iZNACcn7W2PURoPUJY1oIiIiIgo/1MqgUuXLJJkLV5ceu2jRHipzsFzYpLVfsh9FzdxuQC5gVxdu8qXprB1TLISETp1AgoX1t6WmQls2GDCg7FcQP7w4AGQmprrbkskWT085KePHEczJlmJiIiIKP+7ehWZygychPSiBaZKsioUeY9mzYVJVvthoXIB8fHA9u3S7UOGmOxQVsEkKxHB2Rl4/XXpdpOWDPD2BlxctLe9eCG9oiHZFi0nTDHwwxOU0vpwV1egUiXTHT7PuqxMshIRERFRfhcWhsuojZfw1trs42O6dREAA5KsWsqLkY2y0MJXW7YAaWna2zw9gW7dTHYoq2CSlYgAAIMHS7edOAHcu2eiAykU0lfCBAGIjjbRgcistJwwaV1V9JXq1aWn+BtCp8Wv0tNNd0AiIiIiIluTRz3WkBDA0dF0h+NI1nzMQiNZ5QZw9eqlmrVoz5hkJSIAQLNmQOnS0u3r1pnwYFz8yv5pOWGyRKmAbM2aSbddQS3Eprlz8SsiIiIiyt8stOhVNr2TrLduceCDvbDAwlfPngH790u3DxpkksNYFZOsRAQAcHAABg6UbjdpyQAufmX/rJxkDQgAqlbV3ibAQVWX6tw50x6UiIiIiMhWpKdDuHgJR9FC8iGmTrLKlR64hurIQI5hsxkZwO3bpg2CzMMCC19t2KBa80WbwoWB9u1NchirYpKViERyJQMuXTLhwEAufmX/tJQLsGSSFWBdViIiIiIqwMLDcV9ZXHJNBGdnoHFj0x7S3x8oWVJ7WxrccBtaFmFgyQD7IPc9PCDAJIeQG7j1+uuq16y9Y5KViET16kmPDgRMOJpV7koYywXYvhcvgOfPNe4SYPkkq1zJACZZiYiIiChfy6NUQMOGgLu76Q/Luqz5UFISkJysvc3PT3rhaj3cvw8cPy7dnh9KBQBMshKRGoVC/s1t7VrV2lRG40hW+3bjRq67olAMMSis9eGenkDZsqYPQ24k62k0QdqFa6opSkRERERE+Y2F67Fmk0uyal0Il0lW22eBRa/k1ngpXdp8r1dLY5KViDTIJVnv3AFOnzbBQZhktW96lgqoWVOVwDe1ypWBokW1Z/3T4IawtJpAeLjpD0xEREREZG1WSrLK1WXV+p1Ay3cHsjEWSLLKzYodOFC1Rkx+kE+eBhGZSpUqqqklUkxSMoDlAuyblRe9yqZQAM2bS2dvWTKAiIiIiPKljAzEXHiAqzLn4CEh5jm0QeUCTDIdksxG7ju4CRa9unYNuHhRuj2/lAoAmGQlIi3k3uT++kt6RUCdyV0NY5LV9tlIkhXQYfErTk8iIiIiovzm/n2cSGsg2VytmmCqtYpyqVFDui0CVZCGHPU7ExKAp0/NEwyZRo71NjSYIMkqN1CrShWgfn2jD2EzmGQlolwGDJCe3v30KXDokJEHKKy9dicAIDbWyM7J7PQsF2CtJOsJhCDrxk3zHZyIiIiIyBoiInAc0qvAys32MpanJ1Chgva2TDjhBrSspMySAbYtJka6rUgRo7oWBGDNGun2QYPMU1rOWphkJaJcSpcGWraUbje6ZICfn3Sb3Bs8WV9qKnD3rsZdWVBoL3L/ijmTrPXqAR5u2odWv0AR3LiSbr6DExERERFZQ0SEVeqxZjOoZADZLrnv4P7+RnV99ixw+7Z0e34qFQAwyUpEEuTe7P7+G0g3Jnfl7q760SYuzgT1CMhsbt0CsrI07nqAskiEl9aHFy5sslrpWjk7A0FNpWs8Hb9fmq8nIiIiIspXlNfv4AwaS7YzyUp6MWOSdf166bYGDYCqWgY+2zMmWYlIq379ACcn7W1xccCxY0YeQO7NOj7eyM7JbAwoFWDu6R/NWkq8UAFczqgGPHxo3gCIiIiIiCzo5sVkpMFNa1sx31RUrGje4+udZGW5ANtmxiTr1q3SbfltFCvAJCsRSShcGGjfXrr9n3+MPIDcmzVLBtguG1r0KlsD6Zr/CEcNICLC/EEQEREREVlI+E1nybYGdTLNPsiBI1nzGbl1UYxIst64AdyUWSKjf3+Du7ZZTLISkaSePaXbtm1TFbE2GJOs9skGk6xyK5yGo4b8JzsRERERkT1JTUV4tPSK7zUaah/hakpVqwKOjtrb7qIiElFI885Hj4CXL80eFxnITCNZt22TbmvQAChb1uCubRaTrEQkqVs36bbbt42c9cHFr+yTlj+6tRa9ylaxIuDqlKG17QlKIe4yywUQERERUT5x+zauQnqUQc3aEtlPE3J1BapUkW6/huq577xxw3wBkXHkvn/LfW/Pg1yStUcPg7u1aUyyEpGkUqWARo2k2+XeNPPEkaz2Jysr18lRBhy1n0S9UlM6/2oyTk5A1dJJku3hF41ZpY2IiIiIyIbcvKmarSVBbpaXKcmd57NkgJ0xQ5L1+XPgxAnpdiZZiahAknvzY5K1gHn0CEhO1rjrNipJFt0vWdKoC596qSGd50X4bVfLBEFEREREZGbp124hAtLDSKvLnBebEuuy5hNKJZCYqL3N21t6New87NypGqOjTenSQL16BnVr85hkJSJZcknWf/8Fnj0zsGMmWe2PDdZjzVazSSHJtvDnAaqTByIiIiIiO3c7LA7pcNHaVsbvJby9LRMHk6z5hJkWvcqrVIC5F2ezFiZZiUhWnTrSBakFAdixw8COmWS1P1rqsdpKkrVGHekrrFdRA7h713LBEBERERGZydVw6exUjUppFotD7ySrUQt6kNmYYdGr1FRgzx7p9vxaKgBgkpWI8qBQmKlkAJOs9seGR7LK1Z4KRw0gIsJywRARERERmUn4Qy/Jthp1tY9wNYdKlVQLYGnzBKUQgxx1w27eBDK0L1ZLVmSGJOvBg0CSxJIZnp5A69YGdWsXmGQlojzJJVn37gVSUgzolElW+2PDSdbKlQFnB+0nbY9QBgmX7lkuGCIiIiIic0hIQHhiGcnmmk09LRaKk5N8/deryLEyVno6Z5fZIjMkWeUGYnXqJJ2czw+YZCWiPLVqBXhJXDBNTgZCQw3olElW+5Njik8qXHETgZIPt9TKpoDqJK9qsTjJ9vCzyZJtRERERER24dat3MlLNTVqWTbFw5IB+YCJk6yCAPzzj3R79+56d2lXmGQlojy5uKiuOEkxqGSA3Bu2XPFtso7YWCAqSuOuG6iKTGivhVqxIlBIei0qs6gRmC7ZFn49n1ZWJyIiIqICI+PaTdxAVcl2uZGl5sDFr/IBEydZz58HHj/W3ubgAHTponeXdoVJViLSiVzJgH/+AbKy9OyQI1nty40bue6ylVIB2Wo2kJ53Ev7IQsusEhERERGZyZ1Tz6GE9nPeUp7x8PW1bDxMsuYDJk6yyg3AatYMKFJE7y7tCpOsRKSTLl0AR0ftbZGRwLlzenbo6ama461NTIxqngHZDi1Te8IhXQ/AGknWGsE+km1XE8tJV18nIiIiIrIDVy9KLxxVo2yiBSNRkTvn11rWgOUCbI/cLFITJ1nlBm7lF0yyEpFO/P2B5s2l2/UuGaBQSL9pZ2QAiZY/SSAZWq4620o9VvGYtSSuAuBVQvjWLQtGQ0RERERkWuF3pGduWeP8u2xZ6RJhL1AEccgxCOL6dQ6msTUmHMn68KGqXIAUJlmJiNTIvSmavC4rSwbYFi1J1tuoJPnwQOn8q9kEBgJOCu1X9x+gHF5evGPhiIiIiIiITEQQEB4lPde6ZpDESsVmpFAAlStLt+f6vhAXBzx7ZtaYSE8mTLLKLXhVtSpQpYpe3dklJlmJSGdyKwFevAjcv69nh35+0m1MstqWHFN7BAC3IH1GJXeyZS7OzkAV/2jJ9msn4ywXDBERERGRKb14gavpMjPJmlo+yQrIn/dr/b7AkgG2Re57t9z3dS0KeqkAgElWItJDYKD8ipVyV6604khW+5CWBtzRHAUajSJIyDn95xVfX4PK95hEjXLJkm3hlzMtGAkRERERkelkXovAdVSTbK9RU2HBaP5TSXpym/YkKxe/si0mGsmakACEhkq3M8lKRKSF3Jsjk6z51O3bQKZmglKuVIA1RrFmq1lb+mMt/K67BSMhIiIiIjKduyefIg1uWttKuMfqO+jQZPQqFwBwJKutMdFI1n37gPR07W2FCwPBwXrGZaeYZCUivciVDDh0SM/1qphktQ9aFoyytVIB2WoEeUu2hT8PsGAkRERERESmE34mSbKtRnGZFeLNTO9yAbdvmy8Y0k9mpqpOrjbu7qofHe3YId3WtSvgKL1Gcb7CJCsR6SUoCCgiUW9dqQQOHNCjMyZZ7cOd3AtGySVZ5aYMmVuNZtJXW6+mBwKx1jsBJSIiIiIy1NXr0umbGoFKC0aiSe9yAVq+W5CVxMcDgqC9TY9SAVlZwM6d0u1yA7XyGyZZiUgvjo5Ap07S7XJXsHJhktU+aLnabKvlAgKrKOCIDK1t91ABSZd45ZyIiIiI7E/4Y+3rIQBAjfraywhYQunSgKur9rZIlEQSPDTvvHNHlZUj6zNRPdZz54CoKO1tTk5A+/Z6xmXHmGQlIr117SrdtnOn9MWwXOTeuDni0HboOZLVmklWV1cg0EviEx7A9SPPLBgNEREREZEJZGUhPK6UZHPNloUtGIwmBwegYkXp9jvI0ZiWBkRGmjco0o2JkqxyA61atAB8pK8P5DtMshKR3jp0UH2YavP4MXDxoo4dcSSrfdAyktVWywUAQI2ScZJtV8+mWC4QIiIiIiITyHr0BNeEqpLtNZp6WTCa3PQuGcC6rLbBAknWLl30iCcfYJKViPTm7w+EhEi361wygElW25eVBdy9q3FXPLwRDe2LSHl4AMWLWyIwaTWqZkq2hd90smAkRERERETGu3f0IVJyTrt/pahzDApbbyArAPmZbFrLjLEuq20wQZI1Kgo4c0a6XW4WbH7EJCsRGUTuzZJJ1nzk8WPVimZq8qrHqlCYOyh5NRtJr4IZ/sTXcoEQEREREZlA+Ik4ybaahaVLZVmKXJKVI1ltmAmSrLt2SbdVqABUq6ZnTHaOSVYiMohckvXff4HoaB06YZLV9ulZj9XapQIAoEYr7aNsAeBqQhk9igYTEREREVnf1UvSM7VqlE+2YCTa6V0ugCNZbYPcOig6JlnlBlh17Wr9ATiWli/nTT5+/Bg3b97EzZs3ce/ePTx//hzPnz9HdHQ0UlJSkJaWhrS0NACAq6srXF1d4e7ujiJFiiAgIAABAQEoX748AgMDERgYiFKlpAtMExVUtWoBZcoADx/mbhMEYPdu4M038+jEx0f1rqst6cUkq23QcgKU10hWa6vSxBcOyEQWHHO13RXKI/luFDwqWrmmARERERGRjsLvaS8VAAA1all/7BzLBdgpI0eypqcDe/dKtxe0UgFAPkiyJicn4+DBgzhx4gROnz6Ns2fPIiEhIc/9hFdJHYUOaXVfX180atQITZo0QfPmzdGqVSu4ubkZHTuRPVMoVG+av/6qvX3HDh2SrI6OgK+v9itoKSmqH3fpqd9kAXouemULSVY3N6Cy2yNEpJbL1SbAATdCH6M+k6xEREREZCfCo6VnatUMsf7S7eXKqb7aZWoZcPsAZaGEM1yQ/t+dLBdgG4xMsh47Bkil3zw8gNatDQvLntllkjUqKgrr1q3DP//8g+PHj0OpVi9QUBsRl51AFWSmhmpry7lfbGws9u/fj/379wNQjX5t2bIlevbsiQEDBsBfj1XXiPITuSTr7t1ARgbglNe7jL+/9DSF2FgmWa1Nz5GstlAuAABqBDxHxMPcSVYACD/1EvVHWDggIiIiIiIDZCkzcC21gmR7jbbWHzzg7KxKtGoboJoFR9xDeVTBzf/ufP4cePkS8PKyXJCUm5FJVrlSAe3aqQa/FDR2lWTdvHkzFi9ejNDQUGS+ukSiPiI1Z8JUEAS4u7sjICAARYoUQZEiReDm5iaWCAAglg5ITU1FdHQ0oqOj8fz5c6SkpOTqK/sYqamp2LdvH/bt24exY8eiU6dOeO+999CpUycL/BaIbEfbtqo3ztTU3G1xccDJk0CLFnl04ucn3RYTA5QsaUyIZCw7HMkKADUqpGKLllIWAHD1SpZlgyEiIiIiMtCDk4+RBO2DB4o4vEBAucIWjki7ypWlqwDcQmXNJCugenDduuYPjKTJJVnlvqe/klc91oLI5pOsmZmZWLp0KebNm4fbr77sqyc8s3l7e6NBgwZo2LAh6tati0qVKqFSpUoICJAeVi/n+fPnuH37Nm7fvo2LFy8iLCwM586dQ3x8vEYM6enp2L59O7Zv345q1arhk08+wdChQ3UqQ5CfpKamYvPmzdi3bx/OnDmDyMhIxMfHw9PTEwEBAahfvz5atWqFgQMHWnTkb0ZGBg4dOoQjR47g7NmzuHv3Lp4+fYqkpCQAgKenJ0qXLo3q1aujVatW6N27N0qUKGGx+OydhwfQpo30ioI7duiQZOXiV7Ytx5lSCtzwGKW1PtTZGSitvcniatZ1Ao5obwu/V8iywRARERERGSj88HNAIsla0/sRANtIshq0+BWTrNZlxEjWO3eA69el27t0MTAmO2fTSdZ//vkHn376KSIiIgBoTu13dHREq1at0KFDB7Rv3x716tUz6bGzF8AKCgrCG2+8Id5/4cIF7Nu3D3v37sXhw4eRkZEhxnXt2jW88847mDdvHmbPno2uBSB1n5qainnz5uG7775DXFxcrva4uDjExcXh5s2bWL9+PcaNG4dhw4Zh5syZBifAdXH//n388MMP+PPPP/HixQvJx8XGxiI2NhaXL1/G+vXr8eGHH6Jv376YOXMmqlSpYrb48pOuXeWTrLNn59EBk6y2KyEBiI7WuOsOKko+vGJFVS0mW1AjxBdYoL0tPKaYRWMhIiIiIjJU+LkUybYaJeMsF0geuPiVHTIiySo3irVOHdUi2QWR9Zehk9GzZ89cCdaQkBAsXLgQkZGR2LdvHz755BOTJ1jl1KtXD5988gn27duHyMhI/PzzzwgJCdF4zNWrV9GzZ0+LxWQtly9fRu3atTF58mStCVZt0tLSsHjxYlSpUgXbt283eUwpKSn44osvUKVKFfz444+yCVZtMjMzsX79etSrVw/Lly83eXz5kdy1hCtXgAcP8uhA7s1bqlYrWYaWEx97KBUAAFXblYYDtFTeB3BbWQapSdrbiIiIiIhsydUbzpJtNarazjmt3HcBrd8huPiVdQmCdJLVyQnw9JTdnaUCtLPpkayAKrnq6uqKQYMG4aOPPkJdGxpOXrhwYbz//vt4//33cfHiRcyfPx/r1q1DWlqa7GJb+cG+ffvQu3dvcdo9ADg5OaF79+7o2LEjatasCR8fH7x8+RK3bt1CaGgoNmzYgOTkZACqEa49evTADz/8gI8++sgkMd27dw+9e/fGhQsXNO53dHREUFAQOnfujMqVK4ujlFNTUxETE4OLFy/iwIED2L9/P7KyVLUaU1JSMHz4cKSnp2PkyJEmiS+/Kl8eqFEDCA/X3r5jB/DeezIdcCSr7dIzyWori14BgHuAJyo63sGtzNwjb7PgiFvHn6BWB9b7JSIiIiLbFvFUenGomo1sZ5Fgg8oFkPUkJqpWqtbG3x+QKYGZlAQcOiTddUFOstr0SFZnZ2eMHj0at2/fxrJly2wqwZpT3bp1sXz5cty5cwcjR46EU55LqtuvU6dO5Uqw9urVC7dv38amTZswatQoNG/eHLVr10ZISAiGDBmCFStW4NGjRxg9erS4jyAI+Pjjj00yYvT+/fto2bKlRoLV29sbX331FZ49e4Zjx45h0qRJGDBgANq2bYvatWujcePG6NixIz799FPs2bMH169fR4scBUTHjBmDixcvGh1ffif3Jip3hQsAk6y2TMvVZa1TfV6xpZGsAFDFO0qy7f4FvraIiIiIyPbdSywi2RYYYr4SfPqqKF1VDHdRAZk5008cyWpdRpQKOHAASEuT3jUoyIi47JxNJ1mvX7+ORYsWoaQdrS5eokQJ/Prrr7guVwHYjsXHx6N///4aCdbZs2dj8+bNKFu2rOy+fn5++OWXX7Bq1SoxCS0IAt577z1cuXLFqLiKFCmCWrVqidshISG4evUqJk2apPNCW4GBgQgNDUX37t3F+5RKJT799FOjYisI5JKsoaFAinQZISZZbZkdlwsAgPJFEiXb7oXLvSiJiIiIiKwvLVXAkwzt6wk4Q4mSjWwnV+LuLr0Ibjpc8BA5inTeuwdk2k65gwLHTPVYO3WynXU6rMGmk6wVKlSwdggGs+fY5UyYMAEP1Ipsfvnll5j4f/buOjyKq4sD8G/jnkAEIkBwl2IFintxp7gUa7EixVqoFygUK1o+XItDKVrcpcVdEoggSYi7zPfHkDQy967P2nmfJ0/ZvTezF7rZzJw595ypU9U6Rv/+/bFs2bKcx6mpqRg4cGDOVn1NODs748CBAxg6dChat26NkydPIkCDNuc2NjbYuHEjPD3/69B4/PhxBAUFabw2S9CgAeDuLj2WnAycOcP5ZgqyGi8TLhcAAIEBjO0vAIKfa/55QwghhBBCiBxe3olljpWwCoWVi5OMq1FOrZIBGRlASIh+F0TYtAiyHjnCHrPkUgGAkQdZs+3Zs8fsa5yaggcPHuTZ2t+oUSN8++23Gh1rxIgR6NatW87jGzduYNu2bVqtz8bGBmvWrMGBAwdgb2+v8XE8PDwwfPjwnMeCIODkyZNarc3c2doCbdqwx2/c4HwzBVmNV74tPGmwxQuUkJxqZSXW5zUmgaXZv+KCw9kNBAghhBBCCDEGwf+wGzkHOr2VcSWq4e1skyw7RnVZDUfDIGtkJLu5tZWVmMlqyUwiyNqjRw+UKlUK8+bNQzR1GzeY2bNnI/N9Or9CocCyZcug4BRDVmbRokWws7PLefz9999rvUYAWgVYs7Vo0SLP4wcPHmh9THPXrBl7jNUUCwAFWY1VRgbw4kWep16gBLIgvfejRAkg14+zUQisyL6zHxzJbiBACCGEEEKIMQi+l8gcCyzMznI1FF6QlZpfGRlebI1zjc4LjVSrpjQJ1uyZRJAVAF6+fIlp06ahWLFiGDVqFO7du2foJVmUuLg47Nq1K+dxhw4dULVqVa2OWaxYMfTr1y/n8ePHj3H+/Hmtjqkr/v7+eR7HxhrfLzBjU7kye4wbo6Ygq3EKCSnQbdKUSgUAQGBN9nsrOMGTOUYIIYQQQogxCH6SzhwL9E2TcSWqUatcAEDNrwxJw0xW3rV9rjY5FstkgqzZkpKSsHr1alSrVg0tW7bEgQMHqJSADPbt24fkXN2Lhg4dqpPjDhkyJM/jzZs36+S42srMV4Db2dnZQCsxHRUrsscePACYJXcLFWJ/IwVZDUfirrLkFp/3jK3pFQB4VfODE6Tv/kdmFkYCuy8WIYQQQgghBhccwu4gZGylugAqF2BSNAyy8nap8mIClsIkgqy//fYbypUrlyeYKggCTp06ha5du6J06dJYuHAh4uLiDLhK85a7JqmjoyPa8ApwquGjjz5CkSL/dUs8ceKETo6rrRf5tkn7+voaaCWmw8sL8PaWHktKYtdtgZ0d4OIiPRYXB6Sz794SPVKz6ZUxBlkVhTwQqGC98YAXD5OZY4QQQgghhBha8Ft2+avA8tqXydM1ZZmsBdLjKJPVcPQQZK1USYv1mAmTCLKOHj0aDx48wKFDh9A2XxVdQRAQHByMyZMnw9/fH6NHj8bDhw8NtFLzlXsbf61ateDo6KiT41pZWaFBgwY5j58+fYrw8HCdHFsb+csW1K5d20ArMS28D1VuXVZeNmtMjKbLIdqQOOExtXIBUCi4DQF4jQQIIYQQQggxtOA49nVSYHV3GVeiGjc3duJNMpzwCvmSlyiT1XB4QVbO9TkFWflsDL0AdbRt2xZt27bFkydPsGTJEmzcuBHx8fE5zZcSExOxcuVKrFy5Eq1atcK4cePQrl07A6/a9KWkpOB5rg+/WrVq6fT4tWvXxt69e3Me379/H35+fjp9DXVkZWVh27ZtOY/d3d3zBIJNxd27d1G/fn1ZXzMoaDKA7pJj9+8DzB/HwoXFGqBSoqPZv6mJ/phBuQDgfUMARr+A4Lvx8i6GEEIIIYQQFaWmAuFp0tdBtkiD7wdFZV6RasqUASIipMeeoTT88Oq/J6KjxS9e0g3RDw0yWWNjgbAw6W+xswNKldLBukycSQVZs5UtWxa//fYbfv75Z6xduxbLli3D06dPc8YFQcDx48dx/PhxlC5dGmPGjMGQIUPg6krdpDURFBSUp1RDyZIldXr8/Md7buC7WevWrctTLqBPnz46y9yVU0JCAi5fvizzq54CL8jKRM2vjE++TNZMWOE52L81jfUXamDRVIARv3/xlEpREEIIIYQQ4xTyIguszccl8AJWAYGyrkdVZcoAly5Jjz1FGTRCvmbXz58DOk7kIirQIMjKa3pVvjxgY5IRRt0yiXIBLK6urhg/fjweP36MAwcOoGXLlnnGBUHA06dPMWHCBAQEBGD8+PF48uSJgVZrukJDQ/M8LlasmE6Pn/94IayMRhm8efMGM2bMyHns6OiY5zFRhh1JpSCricl3syMUAUiDdN0nPz/AiV0uyqB4DQGCX7IbCRBCCCGEEGJIwTeimWOBdq8AW1sZV6M6ZXVZC6CSAYahQZCVSgUoZ9JB1tw6dOiAY8eO4d69exg1ahSc3l/xZ5cSiI+Px9KlS1GxYkW0b98eR48eNeRyTUpCvhbcbm5uOj1+/uMlJjL29upZZmYm+vTpg7dv/6vhOHXqVJ0Hlc0bP8gqFKh0/h4FWY3Lu3cFauGaYqkAAAis4MAcC35rehnqhBBCCCHEMgTfimWOBXqwA7CGxrs2kLymoOZXhsG6zlYoAHfper8UZFXObIKs2SpUqIDly5cjNDQU8+bNQ2BgYJ6t7llZWThy5AjatWuHihUrYvny5QYL6pmKpKSkPI8dHNhBC03k34qfP6grl5EjR+LUqVM5j+vWrUtZrGp7A0D6wzo+HmD2NKMgq3GRuJvMa3pl1EHWauybQsGxnPcdIYQQQgghBhT8KJU5FuiTxBwzNN61AWWyGonkZPFLiocHYC29449XLoCCrCKzrZjg7u6OSZMmYeLEiThw4AAWL16M06dP54wLgoBHjx5h7Nix+OqrrzBkyBCMGTMGpYy1sKARyc4ONtbjaWLKlClYs2ZNzmNfX1/s3r0btka6BUMVLi4uqFKliuyve/duKBIS2NsL/P0lBijIalzUDLLytgQZmleVonBCIpLgXGAsIt0DiYmAc8EhQgghhBBCDCo4mD0WWCxLtnWoS1m5AAFAnggABVnlF83JhOZcm/MyWStW1GI9ZsRsg6zZFAoFOnfujM6dO+PevXtYvHgxtm7diqSkJCgUCgiCgNjYWCxevBhLlixB+/btMW7cOLRo0cLQSzcaTvmKLSaz7nhoKH+mrIuLi06Pr8ysWbMwb968nMfu7u44fPgwAgICZF2HrlWpUgWXWBXH9Wj4cOB//5Meu38faNVKYoCCrMZFYsuOqZYLUBQvhkAE4T4qS46/CBZQqbLhb/QQQgghhBCSW/Br6X4IABBYxnhDOZ6e4m7zWIlqB7HwwDsUhmfu3Y9ULkB+GtRjTUxkB/6trYGyZbVfljkwu3IBPJUrV8bvv/+O0NBQzJkzp0CtzaysLBw8eBCtW7dGlSpVsGrVKp0HFE1R/qBnXFycTo8fHx+f57GzjGll33zzDX744Yecxy4uLjh8+DCqV68u2xr0JTIpEkeeHsH18OsIjglGRlaGLK/L2ybAvPNFQVbjYkblAuDkhEBbVp0KIPiuYcqTEEIIIYQQwhMcLV0XEwACq7rKuBL1KBRqlgx4+RJIT9fvokheGmSyPnzI/payZQE7Oy3XZCYsKsiazcPDA1OmTMHz58+xc+dONG7cOE/dVkEQcP/+fXz++ecICAjAlClT8OLFCwOu2LD88+3vDg0N1enxQ0JC8jyWK4P0u+++w/fff5/zODvAWr9+fVleX9+evnuKj7d8jDqr66Dk4pJwm+2GZhuaYebJmTjy9AhiU9iF1LVBQVYzkO9usgB+JqsxlwsAgEB39nuI11CAEEIIIYQQQ0hNBcKTC0mO2SINvtW8ZV6RenjXBwWuK7KyAAuOtxiEBpmshmh6lZmViZuvb2Lp1aV48u6Jfl5Ex4w3x1wGVlZW6N69O7p3747bt29j0aJF2L59O1JSUnJKCURHR+PXX3/FwoUL0bFjR4wbNw5NmzY19NJlVapUqZx/DwB4ruOaKUFBQXkel5YhYvPjjz/i22+/zXmcHWBt2LCh3l/bUJIzknE6+DROB58GACigQNUiVdGmdBsMqj4IlX2kt1Ori/cBe+8eIAji3c08KMhqXPL9jL9BESRCuoyHlxez+aTRKOGdDERKj/EaChBCCCGEEGIIISGAwMiJK46XsCpRTHLMWGjU/Mqot8eZGSMOssalxuGPu39g94PduBhyEfFp73c+G2+vtzwsMpNVSrVq1bB27VqEhITgxx9/zMnezA4uZmZmYt++fWjZsqWBVyo/BweHPA3B/v33X50e/9q1a3keV9JzW7rZs2dj5syZOY8tIcAqRYCA229uY97Feaiyogrqrq6LFddWIDqZs3VABQEBAKusbnQ08PatxAAFWY1HWpp4VpeLqdZjzRZYLJM5FhwkMMcIIYQQQggxhOAn7O3zgYqXgI+PjKtRH+8aQfLaguqyysvIgqxZQhZOBp3EgL0DUHR+UYw4OAJHnx39L8BqQijImo+npydmzJiBoKAgrF+/HoIgQKFQQPE+9S53WQFLkjsA+c8//yAlJUUnxxUEIU9zpjJlysDPz08nx5Yyd+5czJgxI+expQZYpVwLv4bPD30O31990Wd3H5x7cU6j4ygU/A/ZBw8knuQFWXn1YojuvXghbtnJ/RRKMKeXLKnvBWkvsKwtc4zXUIAQQgghhBBDCL4VwxwLdIkArIw7lJMrR6sAyWsLHe+WJUpoEGSVvI5/T9Mg69vEt/ju9HcotbgUWmxsgc23NyM5w7T7Ihn3T6aBhIWF4ZtvvsGXX36ZE1y1dM2bN8/5c1JSEo4ePaqT4164cAGvX7/OedyiRQudHFfKvHnzMG3atJzHFGCVlpqZiu13t6Px+sZoubElLoVcUv5N+ahdl9XRkV0p+927AkE/okcSJzi8IGtgoB7XoiOBldnN9ILfucm4EkIIIYQQQpQLvs8ONAV6Gn/j1hLsywcKshoDXpC1UMFawCkp7GRjKyugXDn1Xj4qKQrT/p6GkotL4tsz3+JFrPnU5KUgay7nz59H7969UapUKcyePRsRERE5Y9kZrDVq1DDQ6gyrS5cucHR0zHm8bt06nRx3/fr1eR73799fJ8fN79dff8WUKVNyHlOAVTUngk6gwdoGaLelHa6HX1f5+ypWZI9JBlkVCnY2a1YWEG962wRMlsRvT16QtXhxfS5GN7wr+8CRUcQnItUdiYkyL4gQQgghhBCO4GfscleBfmkyrkQz/v7sZNtQBCAzfyiKygXIS81M1seP2XlPJUuKOVOqiEmJwaxTs1BycUnMvTAXSekmUmhVDRYfZE1LS8O6detQs2ZNNGnSBLt27UJ6ulj/JLsea3aDrDNnzuCff/4x8IoNw83NDT169Mh5fODAAdznFeVQQVhYGDZt2pTzuFy5cnoJei5cuBCTJ0/OeWwpAVYfZx90qdAFDYs3hJeTl1bHOvz0MOqsroMu27vg3tt7SuernckKUF1WY6FmJivvLrWxUJQojkAEM8epmSkhhBBCCDEmwWHsHuWBpa1lXIlmbG0BVhXADNgiHPkGnz8XOyQTeagZZNW2HmtSehJ+OvsTSi4uiR/O/mCStVZVZbFB1tDQUMyYMQMBAQEYNmwYbt68mZOtmh1cLVSoEKZOnYqgoCDs3LkTjRo1MvCqDWv69OmwthY/0AVBwOjRo7U63oQJE5CW9t9duFmzZml1PCmLFy/GxIkTcx5bSoAVAEoVKoW9vffi3JBzeDv5LR6Ofog1ndZgSI0hKOepZj7/e/sf7UeNVTUw48QMJKezt7BQkNWEmWGQFX5+3CBr8HMqR0EIIYQQQoxHcCSjkzCAwIoqpg0amFolA+LjgchI/S6I/EfGIOuxZ8dQdUVVfH3qa8SkxKi2vlzc7d3xcZmPUcy9mNrfawgWF2Q9d+4cevbsiVKlSmHu3LmIjIzMaW4FiMHDKlWq4Pfff0doaChmz56NgIAAA6/aOFSsWBFDhgzJeXz69Gn88MMPGh1r7dq12LlzZ87jDz74AH369NF6jbn99ttv+OKLL3IeW1KANT+FQoHyXuUx9IOhWNt5LR6NeYRn455hVuNZKO6u3n7vjKwMzD4/G1VXVMWJ5yck55Qowd4y8OYNEBUlMUBBVuOQb6uOADMIstraItApgjkcfMd876QSQgghhBDTkpoKhCe6S47ZIg2+lTnXTUaE6rIaMRmCrG8T36L/nv5os7kNnker9//W3toevSv3xpF+RxA1JQqH+h2Cv6u/WscwFIsIsqampmLt2rX44IMP0LRpU+zZswcZGRkAkBNcVSgU6NKlC06ePIlbt25h2LBhcHBwMOSyjdL8+fNRIten5TfffIMFCxaodYzt27dj1KhROY8dHBywceNGWHE6JN65cwf16tWDu7s7evbsiWglHeeXLVuGcePG5Ty25AArS6lCpfBds+8QND4Ifw/4G/2q9oODjerv+WfRz9ByU0sM3DsQEYl5A1jW1kCFCuzvlexMSEFWwxMEICgoz1NR8EQSpBtHeXoCzuyeUkYl0IsdSA2+R0VZCSGEEEKIcQgJAQRGqKY4XsK6pAk0RQAFWY2amo2v1AmyCoKAtTfWouKyithyZ4tay6rtVxvL2i3Dq0mvsL3HdrQp0wbWVsZfHiM3sw6yhoaGYvr06QgICMDw4cNx69atAiUB3N3dMWnSJDx79gx79uxB06ZNDbtoI+fu7o4dO3bA+X1kRRAETJo0CT179kRoaCj3e2NiYjB27Fj07ds3T93bFStWoEqVKszvS09PR9euXXHlyhXExcVh165dmDBhAnP+ihUrMGbMmJzHFGDls1JYoUWpFtjcbTNCJ4Ri6kdT4WTrpPL3b7q9CRWXVcT2u9vzPM/bNkBBViMVHV2gydhLsE/iTCKL9b1Av3TmWPBzdmMBQgghhBBC5BQczB4LRDBQzDS2TfOuFSSvMahRgjzS04G4OOkxFxfAzq7A9CdP2IfLnVz1IuYFmm9sjk8PfIp3yapfw7co2QIXhl7AteHX8Hmdz1HIsWCg11SwqymbsLNnz2LJkiU4cOAAMjMzCwRWBUFAxYoVMW7cOAwYMABOTqoHlAhQt25d7N27F126dEFSktgNbteuXdi/fz86deqENm3aoFKlSnB3d0d8fDyePn2KU6dOYceOHUjM1cZboVBg0aJFGDx4MPf1Hj58iGf5tjAfPHhQcu6qVasK1IpduHAhvLy88PDhQw3+tnmVLl0atra2Wh/HWHk6eWJOyzmYUG8C5l6Yi+XXliM1M1Xp90UlR6HP7j449uwYfvv4NzjbOatfl5WCrIYncWJj8qUC3gssqQAuS48Fh5rvzzQhhBBCCDEtwQ9TAEjvMAy0CQPcW8i7IA2pnclKQVZ5xMSwxySuyZ8+Bd5vBC+gRAkxLgsAu+/vxrA/h6lVd7Vh8Yb4odkPaBrYVOXvMXZmE2RNSUnBli1b8Ntvv+HOnTsAkFNrNTu4qlAo0L59e4wbNw4tW7Y08IpNW6tWrXDp0iV0794dT58+BSBmnO7evRu7d+9W+v0eHh7YuHEjOnbsqHRudrMtZc+dOHECn332WU5QPdvw4cOVvoaqgoKCEBgYqLPjGasiLkWwoM0CTG4wGT+d/Qmr/lmFTEF5tt+6m+twMeQitvfYjkqVajDnUZDVSEncNjebIGsl9s204EgTqXlACCGEEELMXvDdBDCDrIVigfclD42d2kFWXgov0R1e6UUN6rEmpSdhwpEJ+P3f31VeQi3fWvi5xc9oVapVTglPc2Hy5QJCQkIwbdo0FCtWDCNGjMDt27cLZK66urriiy++wOPHj3HgwAEKsOpItWrVcOfOHXz//ffw8PBQ6Xvs7OwwYsQIPH78WKUAKwCUL18elfKlRXbt2rXAvJCQkAIBVqIdP1c/LGu/DNdHXEcdvzoqfc+jqEf48H8f4lraRuYcCrIaKTPOZPWu6AVHJEmORSS7IpHKshJCCCGEECMQ/CSNORZYNEXGlWinOKd07AuUQIErdwqyykOHTa+8S0Si7uq6KgdYXe1csfTjpbgy7Apal25tdgFWwISDrKdPn0b37t1RunRpzJs3D1FRUTnZqoCYxVquXDn89ttvCAsLw4IFC1CqVCkDr9r8ODg4YObMmQgPD8eWLVswePBgVK5cGYULF4aNjQ3c3d1RpkwZ9OzZE0uXLkV4eDhWrVoFb29vlV/D2toae/bsQf369eHm5oZPPvkEv/zyix7/ViS/GkVr4NKnl7C47WK42LkonZ+WmYaf7w6Fwlq6DmZoqEQZGF6QVUmjM6Ijamay8k6cjI2ieDGxhhUD7U4ihBBCCCHGIPglO0wTWMJ0koqcncVGuVKS4Iwo5Bt88UJsxEv0S4dB1q2vv8a9iHsqvWzXCl3xYPQDjK472uSaWanDpMoFpKSkYNOmTVi6dCnu3r0LoGBJAABo27Ytxo8fjzZt2hhyuRbF0dERffv2Rd++ffVy/PLly+PixYvcOYMHD1Za35VoztrKGuM+HIeuFbpi7OGx2P9ov5JvyITg+RB4W1Vy+MED4MMPcz1BmayGZ8blAlCsGALxLx5AulhwcDC/WRshhBBCCCFyCH7jyBwLLGfHHDNGJUoAUVHSYy9QAl7INZicDEREAD4+8izOUukwyJrheUvpy/m7+mNZu2XoXKGzKqszeSaRyfrixQtMmTIFAQEBGDVqFO7cuVOgJICLiwvGjBmDhw8f4tChQxRgJURPirkXw75P9mFb921ws3fjT/ZmfyIX+LCmIKvhmXG5APj4INAqhDkc/JRRzZ0QQgghhBCZpKYC4fGukmO2SINvZc41kxGi5ldGSI0ga2Ym8OgR51heD7gvNaj6INwffd9iAqyAiWSyli5dGoIgFAisCoKA0qVLY+zYsRgyZAhcXaU/jAghuvdJlU/wof+H6LunLy6HMtq2c4KsD/J/HlOQ1fDyZbImwglR8JKc6uTE3v5jlKysEOgRAzDeSsH3EgB4yLggQgghhBBC8goJAQRGLlxxvIR1iQCZV6QdjZpf1VGtFwjRkBpB1qAgMfAvyTUMcIyVHHKxc8HK9ivRr1o/DRdpukwikzUrKwsA8tRbbdWqFf788088fvwY48aNowArIQZQslBJnB18FtMbTocCEkWr1clkdXUFrBgfSe/eUX0efYuNBWJi8jylLIvV1OqUBxZJZo4FP5auH0wIIYQQQohceL2fAhEMFCsm11J0gjJZjRAvyFqoUJ6HvFIBrGv92n61cWPkDYsMsAImEmQFxMCqk5MTRo0ahfv37+Po0aNo3769WXYjI8SU2Frb4ucWP+P4gOPwdfHNO8gJst6+my+oZWVV4EM9R2qqWKOH6I/ECc1LsDtbmVSpgPcCA9ljwS/pdwkhhBBCCDGs4CB2Yom5BVklrzV4UWaiG2pkst67l8WeK3GtP7n+ZFwYegFlCpfRdHUmzySCrCVLlsT8+fMRGhqK5cuXo0KFCoZeEiEknxalWuDmqJtoGtj0vycLPwEU0rUuQ17Y4vyzf/M+SSUDDMecm169x2sUwGswQAghhBBCiByCH7ITSwKdIgBH0zpn1ahcANEvFYOsyenJWHn4LHturnqsbvZuONjnIOa1ngc7a9NqzqZrJhFkffr0KSZOnAh3d3dDL4UQwuHj7INj/Y9hTJ0x4hM26UDhZ8z5rZYNxsHHB/97goKshmPOTa/e8y5fGI5IkhyLSHRGkvQQIYQQQgghsnjxKIU5FuidKONKdIPKBRghFYKskUmRaLGxBV6GcEr2eT0EAJT3LI+rw66ifbn2ulylyTKJICuVBCDEdNha2+K3dr9hdcfVsLWyBdxCmXNTYtzReXtnrLy+UnyCgqyGYwGZrIrixcRtVgx0TkcIIYQQQgyJWy4gQHqHoDErXBhwdpYei4IXEuGU98ngYOrFoW9KgqxP3z1F/TX1cSn0EpBQlD3XPQTty7bHlWFXUN6rvO7XaaKMOsi6aNEipKWlGXoZaktLS8OiRYsMvQxCDGpYzWE4Pfg0HDxi2JPifZElZOGzvz7DtL+nQSjMqMkKUJBV39TMZC3OLtdqvIoX5wZZaXcSIYQQQggxpOBw9lbrwLK2Mq5ENxQK/nVDgeuNhAQgOlq/i7J0nOvqK0lPUH9NfTx991R8It6XOXdSq/7Y/8l+uDvQjvPcjDrIOnHiRJQpUwYrV65ESgo7bd5YpKSkYMWKFShdujQmTZpk6OUQYnANijXAwI9asyfkujM298JcHH13nT2Xgqz6ZQGZrCjGz2SlICshhBBCCDGUtDQgLEY67dMWafAt7ybzinSD6rIakawsZhA7084WTXd8jMikSPGJdAcg1UNyrqNzOuZ3+A7WVtZ6WqjpMuogKwCEhYVh9OjRCAgIwLRp0xBshD9wwcHBmDp1KgICAjBmzBiEhYUZekmEGI2yJVzZgwl574xdTnrMnktBVv3Kl8maDhuEw09yqo0N4Cc9ZNzc3RFo94o5HPzY9HZOEEIIIYQQ8xASAgiMEE1xvIR1iQCZV6QbFGQ1IvHxYqBVwlu7dKRkpv73BKdUQICf6WVVy8Wog6yenp4Q3tfjePfuHebNm4fSpUujYcOGWLp0KV69Yl8s69vr16+xbNkyNGzYEKVLl8b8+fPxLlcQyMvLy2BrI8SY+LJ3GBT44I7mNcuMidHFcoiUhAQgMjLPU6EIQBak70wGBADWpnjTUqHgNgwIfmj8OyYIIYQQQoh54sUWAxFsovW6qPmVUeGUYniX/1qcE2TlXuNbOKMOsj5//hzTpk2Dg4NDznOCIODSpUsYP348AgICUK1aNUyaNAkHDhzQawZpWFgYDhw4gEmTJqFatWrw9/fHuHHjcOnSJQiCkBMMdnJywsyZM/H06VO9rYUQU1KUUys7f42XGAfGPIBq8+iTmvVYTbJUwHu8hgFBz6nIPiGEEEIIMQylQdZixeRaik5RJqsR4VxTF7gW59Rj5V7jWzgbQy+Ax9XVFT///DMmTJiAZcuWYeXKlXj79i0EQYBCoYAgCLh37x7u3buX02jK29sb1apVQ5kyZVC6dGmUKFECPj4+8PLygqenJxwdHWFvbw87O7GgdFpaGlJTU5GcnIyoqChERkbi7du3ePHiBZ49e4anT5/i9u3biIiIyLO23GsAAD8/P4wePRojR45EYV6HdEIsjFqZrBRkNQyJIOtLsO+Um3KQtURpG+CK9FjoG6P+lUgIIYQQQsxYyIsssPLgiitCTLReF2WyGhXONXWBa3HKZNWISVxRent749tvv8WMGTOwb98+bNmyBUeOHEF6enqBYOfbt29x4sQJnDhxQmevn33s/Ozs7NChQwf0798f7du3h42NSfxzEiIr3l0uRaIfcv90ccsFUJBVfyyh6dV73mU9YIs0pKNg59Y3cY7IyBBrzhJCCCGEECKnsKfJAKQbXwW4J5jsSSrv2kEysYMyWfWHF2QtUC6AMlk1YVI/pXZ2dujVqxd69eqF6OhoHD58GEeOHMHx48fx5s2bnHnZQVGFQpHnsap43+fn54fWrVvj448/Rps2beDmZpod/giRS6FCgJ2d2C2zgERv+DoVw6ukEAD8TNaENyFw0c8SiQWVC7AKLA5fvMJLib9flmCF16/FmrOEEEIIIYTIKSw4Dawgq7+vdLMiU+DrK8aHMySqdoXDD+mwgS1yDVKQVW9SI17DnjGW/1q8jnsnXGPMpUxWNpMKsuZWqFAh9O3bF3379gUAPH36FFevXsW1a9dw584dPHnyBKGhoWoHWIH/SgEUL14cZcuWRdWqVVG3bl3UrVsXpUqV0vVfhRCzplCId7peviw4JggK7O1wAQP+boEn755wM1lfhT5EWPBpNA1sqre1WiwLymRFsWIIQKhkkBUAwsIoyEoIIYQQQuQXFq5gjgUUN+p2OlzW1mI52aCggmNZsEYoAlASwf89GRsrNj328JBphZYhNiUWm0/Ox2jGePa1uJXCCr93+B17r1VnHosyWdlMNsiaX5kyZVCmTJmcoCsApKSkICQkBG/evEFERAQiIyORnJyM1NRUpKamAgDs7e1hb28PR0dHeHl5wcfHBz4+PihevDjs7VkxfkKIOnx9pYOsAGCbXAznh55H281t8SjtBvMYHskCqm35GPt670ObMm30tFILpWaQ1UQbm4qKFYM/bjKH9dg/kRBCCCGEEKawSHb8wb8Mr66a8SteXDrICojXHXmCrIC4046CrDoTlRSFNpvboOvrYOacGAfAztoO27tvR9eKXbHiNft4lMnKZjZBVikODg4oW7YsypYta+ilEGLReHe6Xr0Catb0wenBp9Fpa0ekWZ2FncRumELJQEp6Cjpt74SdPXeiU/lO+luwpclXLiALCm7jK5MOsvr7wx9/MYcpyEoIIYQQQuSWkgJEJUoHUp2QCPdSnjKvSLc0an5VnZ1JSVT3OuE1Wm1qhbtv72JoMntesosDjvQ7hGYlmwEQr9NZKJOVzXRzzgkhJoN3p+v1+ztkbvZuODLgKJJcpe/g2giASxqQlpmG7ju6Y8e9HXpYqQVKTgZy1bQGgLfwQSqkC+QWKQI4cGrnGj1nZ/jbRzGHw4LTZVwMIYQQQgghQHg4e8wfYVD4+8m3GD1QO8hKdVl14mXsSzRa1wh3394FABRKYc+d3P7HnABrVlaBS8Qc1taAl5euV2o+KMhKCNE7ZZms2RxsHOBeNJA5t9D7O28ZWRnos7sPNt7aqJsFWjKJOg5mW4/1Pf/C7Fu4Yc84Zx6EEEIIIYToAW83lT/CTH5/tkaZrEQrz6Ofo9G6Rnj67mnOc4U4maxlStfJ+XNkJJCZKT2vSBHAiiKJTPRPQwjRO1UyWbMpChVizvXIFf/KErIwaN8grLq+SsvVWThLanr1nn8Ridam74W+ZJxNEEIIIYQQoiehoewxiwyyUiarVp5EPUGT9U3wMjZvQo0HL58k13V4/mv03Ez8rah3FGQlhOidqpmsALgFzqW2N4z6axQWXV6kybIIYJlB1gB259aw19YyroQQQgghhBDKZC2AgqwaexT5CE3WN0FoXMHIPa9cQO7rcKrHqjkKshJC9E6dTFZwMllZ2xsmHJ2A2edmq78wIrkVh9f0yhyCrH4l2Z1bw6IcIAgyLoYQQgghhFi8sBfsnVb+dpGAi4uMq9G9YsXYYy9RHFnIlwRB5QI0cj/iPpqsb4JXCdJRUl65AMpk1Q0KshJC9E6tTFZekJVz523GyRmYdWoWBIqQqccCM1kdi3vDE5GSY0lptoiNlXlBhBBCCCHEooU9Z1/o8PoJmAoHB/Y1YRrs8RY+eZ+MigISEvS/MDNy580dNF3fFG8SGR2rBM71tI0N4Oyc85AyWTVHQVZCiN4VKcIee/0aeTMHNchkzfbD2R8w5fgUCrSqQ+IusbkHWeHnJ267YuBt1yKEEEIIIUTXwkKymGP+vuwxU0LNr/Tn5uubaLahGSKSIphznNMAW9ZbqVAhQPFfNjFlsmqOgqyEEL2zswM8PaXHkpOBuLhcT3Bqsvbyb630teZfmo8vjnxBgVZVqZnJWpxdScB0+PpSkJUQQgghhBgNXl8AXj8BU8K7jqC6rJr799W/aL6hOaKSo7jzPvaqxx7Mdw1OmayaoyArIUQWKtdl5WSy1nMuh5XtVyp9rSVXl2D0odHIEszjrq/epKYW+A0aCzfEwkNyupsbNwZuOijISgghhBBCjERWFhD+zkFyzAqZKFrSUeYV6Qc1v9K9a2HX0GJjC0SnRHPnNS/ZHBuaLmJPyHcNTpmsmqMgKyFEFrwP4zxxPk6QFdHRGFl7JNZ3Xg8rBf/ja8X1FRh1cBQFWnlCQpC/y5PZlwoAKMhKCCGEEEKMRmQkkJ4pnclaBG9gG8CpvWZCqFyAbl0KuYSWm1oiJiWGO6916dY42OcgnBJS2ZPyXYPzMlkpyMpHQVZCiCx42wpUzWRFtHiHblCNQdjWfRtsrGy4r7n639UYdmAYMrMy1VipBbHAplcAADc3+Nuy6xWFvaT3CyGEEEIIkQfvBr8/wswmqkWZrLpz/uV5tN7cGnGpcdx57cq2w/5P9sPR1jHnWlqSGpmsVC6Aj4KshBBZ6CqTNVuvyr2wq+cu2FnbcV933c11GLJ/CAVapVhi0ysAUCjg78nu4BoWxLnLSwghhBBCiA4pDbL6+cm3GD2iTFbdOBN8Bm03t0VCWgJ3XsdyHbGn1x442LwvRaFikDUxEYiPl57m4QE4SFe2IO9RkJUQIguVM1l5RT9jYvI87FyhM/b23gt7a3vua2+6vQkD9g5ARlaG0nVaFEvNZAXgX5QddA99SU3TCCGEEEKIPEJD2WOUyUpyO/H8BD7e8jES0xO587pW6IpdvXbB3ibXdXK+a+k8cl2DUxardijISgiRha4zWbNlb4HIuUPHsO3uNvTd3RfpmelKVmpBJO4OvwS77adZBVmLszu4hr1hjxFCCCGEEKJLllIuwN1d/JISB3fEIN/g27dAUpL+F2Yijj49ig7bOiA5I5k7r2elnvijxx8Fd3yqmMlK9Vi1Q0FWQogsVM5kdXUFrBgfTYxfDG3KtMHBPgfhaMPvvLnz/k703tUbaZlpSlZrISw4k9WzhAvsIV0y4G2sA9LoLUIIIYQQQmQQFsLeYeVv+5YdmTRBvOsJyWSPly/1txgTcujJIXTe3hkpGeySZwDQp0ofbO2+FbbWtgUHVQyyUiardijISgiRhcqZrFZW7JIBqalAsvSduxalWuBQv0NwtnXmrmPvw73oubMnUjOo7qYlB1kVfr5iZgAD7w4uIYQQQgghuhIWxL677++ZCigUMq5Gv6hkgPr+fPQnuv7RFamZ/OvXAdUGYFPXTezm0JTJKgsKshJCZKFyJiugdsmAbE0Dm+JI/yNwsXPhruXAowPotqOb0juBZi09vcDepDTY4g2KSE63swN8fORYmEx8+UFW3rYtQgghhBBCdCUslN0PgNdHwBQVZ1cmQwiKFXzSwptf7X2wF912dFO6E3NIjSFY13kdrK04Zc8ok1UWFGQlhMjCzQ1wZOzmj4xE3u3ZajS/yq9h8YY41v8Y3OzduPOyt1wkp/Nr2pit0FAgKyvPU+Hwg8D4tRAQwK7iYJL8/CjISgghhBBCDC7sDSPzEIB/CfaYKSomEUfNFoqAgk9acCbrzns70XNnT6XNm4fXHI7/dfofP8AKqNz4ijJZtWNOl8yEECOmUPDvfL19m+uBhpms2eoXq4/jA47D3Z5fv+jYs2PouK0jktItsKC6xF1hybvH7wVInPOYNMpkJYQQQgghBpaUBMQk2kmOuSIObsU95F2QnvGuKSSvRSw0yLrtzjb02d0HmQI/k/mz2p9hZYeVsFKoENqjTFZZUJCVECIbleuyahlkBYC6/nVxYuAJFHLgHAvAiaATaL+1PRLSElQ6rtmQOGGRvHv8Hu+us0miICshhBBCCDEw3jmnP8LMLnVQ7UxWCywXsPHWRvTf219pgHVc3XFY1m6ZagFWgGqyyoSCrIQQ2ahcl1UHQVYAqOVXCycHnYSnoyd33ung0/h4y8eIT41X+dgmTyLIalGZrIULw9/6DXM4LDSLOUYIIYQQQoguWFqQlTJZ+dbeWIvB+wYjS+Bfi0ysNxGL2i6CQp2maKzraIVCrO33HmWyaseoC3xcvXrV0EuQVLduXUMvgRCTpHImqxY1WfOrUbQGTg06hRYbWyAiKYI57/zL82izuQ2O9D+itJ6rWXj5ssBTFpXJqlDA3ysVYMRZw4LSAdjLuiRCCCGEEGJZLC3I6u/PHgtFAAQAecKGr14BqamAvfmfl6+6vgqj/hqldN7Uj6ZidovZ6gVYU1LELynu7jnNNzIz85Xxy8XWFihcWPWXtFRGHWStV6+eem8cGSgUCmRk8AsPE0KkyZ3Jmq1qkao4Pfg0mm9ojjeJ7OzFS6GX0GpTKxztfxQeDh5qv45JkQiy8jJZzS7ICsDfN4sZZA3ldHklhBBCCCFEF0JD2WP+CAP8asq3GBnY2wNFigBvJM7BU+GASHjBG5F5B8LCgFKl5FmggSy9uhRjD49VOu+rRl/hh2Y/qB8n4yUq5br2jogo0Bs5R9GiYtIr4TOJcgGCIBjVFyFEM3LWZM2vknclnB58Gr4u/LvBV8OuouXGlniX/E6j1zEZISEFn7KkcgEA/ErYMsfC3tqCPu4JIYQQQog+WVomK6BByQCJ5BBzsvDSQpUCrN81/Q4/Nv9Rs0REqscqG6MPslJQkxDzYahM1mwVvCrgzOAz8Hfl7FMB8M+rf9BiYwtEJUVp/FpGTRCoXAAAO39v+DBSWVPTrfHOzOPshBBCCCHEsMI4u6f8rd8AnvzeEqZI7eZXEskh5uKXC79g4rGJSuf93PxnzGoyS/MXUjHISvVYtWfU5QLWrVtn6CUQQnTIkJms2cp6lsWZwWfQfGNzvIxl3xW9+fommm1ohhMDT8Db2Vur1zQ6kZEFavKkwg5vIP2b094e8PKSY2Ey8/WFP8LwFkUkh8PCzPK8lhBCCCGEGImwF+kA7CTH/D1TzHJ/NmWyin46+xO+PvW10nnzWs3D5AaTtXsxymSVjVEHWQcNGmToJRBCdEjlTFYdNr6SUrpwaZwZfAbNNjRDcEwwc96dt3dyAq1FXKQDcSZJ4m5wOPyY0wMCzPL8LifIegPSta7CwoBq1WReEyGEEEIIsRjccgF+5rmr19IzWQVBwHdnvsN3Z75TOndRm0UYX2+89i/Ku4bOde1NmazaM/pyAYQQ8+Hjww7WvXqF/2pg6jGTNVugRyDODD6DUoX4RdTvRdxD0w1N8Sqec1vP1KjZ9Moc67ECyAmysvBOegkhhBBCCNFGZibwKkI6780aGShS3F7mFcnDkjNZBUHA1ye/VinAuqzdMt0EWAHKZJURBVkJIbKxsQG8GTvv09Jy3WCTIcgKAMXdi+PM4DMoW7gsd97DyIdouqEpwuLMJOomcTfY0uqxAgD8/CjISgghhBBCDOLtWyAzSzokUxSvYe1vnqmDvGsLcw6yCoKAqX9Pxc/nf+bOU0CB3zv8js/rfK67F6earLKhICshRFYq1WXllQvQYZAVAALcAnB68GlU8KrAnfc46jGarG/CreNqMtTMZDXbICtlshJCCCGEEAPhnWsGINRsUwctsVyAIAiYcHQC5l2cx52ngAJrO6/F8FrDdbsAymSVDQVZCSGyUqkuq7U14OYmPSkxEUhP1+ma/Fz9cHrQaVTyrsSd9yz6GZqsb8Kt42oSJE5ULLJcgLc3/K3Yt2t53V4JIYQQQgjRBrceK8LMNqrl58cuIReKAGQh32BcHBAbq/+F6UmWkIWxh8di8ZXF3HlWCits7LoRg2sM1v0iKJNVNhRkJYTISqVMVkDvza/yK+JSBKcGnUJVn6rcecExwWiyvgmeRz/X+RpkI5HJapHlAqysxK6tDKEvMmRcDCFELoIAREQAkZGGXgkhfMnJYhAmNdXQKyGE6ENoKHvMnIOsdnZAEUZP4TTYIxJeBQdMNJs1S8jCZwc/w7Jry7jzrBXW2NptK/pX66+fhajQ+EoQ+JmsrP9nJC8KshJCZKVSJisgW13W3HycfXBy0EnUKFqDO+9l7Es0Wd8ET6Ke6GUdekeZrDkC/LKYY2HhjFvshBCTIQhAUBCwaxcwfTrQurVYG9zHR/xvgwbAX3/larxIiBF4+RIYMUJ8jwYEAC4uwAcfAMOGAStWAFevAinse4SEEBNhqZmsgGU0v8rMysSwA8Pw+7+/c+fZWNngjx5/oHeV3vpbjAqZrAkJQFKS9JTChQF78+zDpnMUZCWEyErlTFYDBFkBwMvJCycGnkAt31rceaFxoWiyvgkeRT7S21r0IiMDCA8v8LRFZrICcC/mBickSo5FxdjQRSwhJio9HVi0CChZEihVCujZE5gzBzh+HIiK+m/epUtAhw7ARx8BJ08abLmEABDPg8aOBcqWBVavFiskAeKv7ps3gTVrgM8/Bz78UKyqNGgQ8OyZQZdMCNGC0iCrn598i5GZ2nVZTSzImpmViSH7h2DdzXXcebZWttjVcxe6V+qu3wWpEGSleqy6QUFWQoisjDmTNVthx8L4e+DfqOtflzvvVcIrNFnfBPcj7ut1PToVHg5k5c3eTIUd3kJ6/4eDA+DpKcfCDEPhx29+JRGPJoQYufBwoHlzYMIE4MUL1b7n0iWgRQvx+y5e1O/6CMkvMhKYMgUoXRpYuhRIS1P+PenpwMaNQM2awJ49+l8jIUT3wsLY2yj8Fa/EdHYzxQuySmaymlC5gPTMdPTf2x+bbm/izrO3tse+T/ahc4XO+l+UCkFWqseqG2YdZH3x4gWWLFmC7t27o2rVqvD394eLiwucnJw0/nJ2djb0X4sQk6aTmqx6DrICgIeDB471P4b6AfW5894kvkGT9U1w49UNva9JJyTuAofBnzk9IIBdmN4s+PKDrLwMA0KI8TlxQtxWff68Zt9/6pSY1Tp4MG3HJvLYs0fMtp43T6zBqq64OKB7d2DiRJ33BSWE6FnYy0zmmL9XqtgM2EyZa7mA1IxU9NrVC9vvbufOc7BxwIE+B9CubDt5Fsa7fnZ3B0CZrLpiY+gF6ENUVBQmT56MrVu3IiNDbFwi6KjYlsKsow2E6J9OMln10PhKiruDO472P4p2W9vh/Ev2FXtkUiSabWiGI/2PoF5APVnWpjGJExRePVZzLhUAgIKshJiJrCzg55+Bb74pkKyvkQ0bxOzCAwcAK7NOSSCGtGePGCDVhYULgStXgD/+MO9a6oSYE179f38/8y4Wrna5ABPIZE1KT0K3P7rh6LOj3HmONo74s8+faFGqhTwLy8gQC65KcXEBbG0BUCarrpjdaeODBw9Qt25dbNy4Eenp6ZLBVYVCkfMlRdk4IURzxl6TNT9Xe1cc7ncYTQObcufFpsai1aZWOB18WpZ1aYyaXuVFQVZCTF5UlFhXdeZM3QRYs/31F/D997o7HiG5PXgg1lTVpYsXxUzuY8d0e1xCiO7FxwPxidKZqu6IgXMA51rIDJhbJmt8ajzabWmnNMDqbOuMw/0OyxdgBfgJSrmuuSmTVTfMKpM1Pj4eHTt2RFBQEAAxWCoIAhwcHFCnTh0UKVIEL1++xJUrV3LGB+U7u3ny5Akuvi/GpVAoUKpUKQwbNowCroToiIsL4Oz8XzOH3KKjgdTU950LjSTICgAudi74q+9f6LStE04EnWDOS0hLwMdbPsbe3nvRtkxbGVeoBokTFEttegXgfZD1b+YwBVkJMW5v3gCNGgFPnujn+N99B9SuLQZxCdGVuDiga1d2YpE2IiOBtm2BTZuAfv10f3xCiG4obXpl5lEttTNZQ0PFO6lGuL0kOjka7ba2w+XQy9x5rnZi8s5HxT+SaWXvqVCPFaBMVl0xqyDrlClT8Pz585zgqre3N3766ScMHDgQtu9ToB89eoSKFSvmfM+6dQW7vT18+BDDhw/HhQsXEBQUhKtXr2Lbtm2wt7eX7e9CiDnz9QWePpUee/0aKFECRhVkBQAnWyf82edPdP2jK/cOZUpGCjpt64Q/evyBrhW7yrhCFamZyWr2QVY/P8pkJcREpacDPXuqFmANDBSDWrVqiV9FiwJLlgC//ioGvHj69weuXRM7vhOirawsMYP10SPlczt2FLOpAwKAf/8F/vkHOHcOOHyY/32CAAwdCpQrB9Spo5t1E0J0S2mQ1c9PvsUYgJ+f2PdBqqpjKAKQBQWskGswPV28s2pkweeIxAi03twaN1/f5M5zt3c3XGk5FYOslMmqG8Z3G0BDERER2LBhQ06ANTAwENeuXcOnn36aE2BVVYUKFXD69Gn069cPgiBg//796NWrl55WTojlUakuq4EbX0lxtHXE/k/2o3N5fgfI9Kx09NzZE1vvbJVpZWpQM5PV7MsFFCkCf4Qzh3ldXwkhhjVlihhwUqZ7d+DmTWDBAjGzr0IF8VfMrFlAUBAwfTrg5MT+/thY/WUdEsszZw6wbx9/TqtWwOXLYk3gGjUALy+gdWvxvXrokFgz2NGRf4y0NPG9HxGhq5UTQnSJF2QNQKjZR7VsbdnXhOmwQwS8Cw4YWcmA8PhwNN3QVGmA1cvJC6cGnTJc7w7etXOua27KZNUNswmy7tixAykpKRAEAQqFAlu2bEExLVKwrK2tsW7dOtSrVw+CIODgwYNYvHixDldMiOVSqS6rETS+kmJvY4+dPXfikyqfcOdlCpnov6c/1vy7RqaVqYgyWfOysUGAJ7udc+hLHRZ4JITozLZtwKJF/Dk2NmIzoJ07cxrnFlC4sNgw68SJnL4Pku7dAz79VDrjhhBVHT0KfP01f85nn4k1VT/8kD1n4EDg6lWgfHn+sUJCgE8+EXueEEKMS2goe8wSygUA/OsMyesTI2p+9SLmBRqva4z7Efe584q6FMWZwWfwge8HMq1MAtVklZXZBFkvXLgAQKyj2qRJE9SvX1/rY9rY2GD58uU52bHff/89EiiNgRCtqZTJamTlAnKztbbF5q6bMbTGUO48AQKG/TkMS64skWllSiQmAu/eFXjaojNZART1t4YVMiXHwl8pdNpIhxCivTt3gGHD+HMCAoAzZ4AvvhC3IypTrx6wdCl/zo4dYjYsIZoICgL69OEH6uvXV37zIFuVKmIZi969+fNOngS++krlZRJCZGLpNVkB021+9STqCRqta4Rn0c+484q7F8e5IedQybuSTCtjUKFcQHq6WNNbir09+2Y1Kchsgqw3b97M+XP79u11dtwaNWqgadOmAICYmBjs2rVLZ8cmxFJpnclq4CArAFhbWWN1p9UYW3es0rnjj4zHnPNzZFiVEhJ3f1Ngjwj4SE53dBSzvMydjZ8PiuCN5Fh6hhXzhIMQIr+YGHHrflISe07p0mL9ygYN1Dv28OFitirPlCniNm5C1JGZCfTqxT99KVIE2LULsLNT/biurmJW95Qp/Hm//ALs3q36cQkh+kdBVg2aXxlBkPXe23tovL4xQuL4WbWlC5XG2cFnUaZwGZlWxqFCkPXtW/ZNQF9f1W5YE5HZBFmjoqJy/lyjRg2dHrtDrpayR44c0emxCbFEplqTNT8rhRUWt12MqR9NVTp3+onpmHlyJgRD7jXVoB6rRfxCpeZXhJiErCxgwADgGSdxxMkJ2LsX8JYo5aaMQiFms9auzV/DVOUf+YTksW0bcP06e9zGRixroUmfG4VCLHnRpg1/3uDBwIMH6h+fEKIfvLr//giziCKYameyGrhcwI1XN9BkfRO8TuAULwVQybsSzg05hxIeJWRamRIqBFmpHqvumE2QNSZXnQlPT0+dHjt30DZ3xiwhRDMqZbLa27O7OsTGimkhRkChUGB2i9n4odkPSuf+eO5HTDw60XCBVjWDrGZfjzWbry8FWQkxAT/+CBw8yJ+zZg1Qtarmr+HgIGb8eXmx55w9K5YiIEQVmZnATz/x5yxYADRqpPlrWFsDW7YAgYHsOQkJYhZ4XJzmr0MI0Z2wUE6Q1TOVXyjcTJhSJuulkEtotqEZopKjuPNqFK2B04NOw9fViDKRVWh8RfVYdcdsgqxOudrCWlmx/1oKDdKyvN6faQuCgNe8ED8hRCW8u2Fvcu/a5pUMMKKrBIVCga8bf41fW/+qdO6iK4vw6YFPkZFlgC4U1PRKGgVZCTF6V68C337Ln/PFF2KTH20VLy7WX+WcTuIH5ffVCAEgBu0fPmSP9+8PjBmj/et4egJ79og3ClgePQImT9b+tQgh2snIAN68lY5L2CIN3n7mH2AFTKfx1fFnx9FyU0vEpsZy59ULqIdTg07B21mD7TT6pELjqzfSldMAUCaruswmyOqVK+UgklNAzzbfHaG0tDSlx86ddZbEKwJGCFEJbxtnVO6bg0ZelzW/ifUnYkX7FUrnrbu5Dr139UZqRqoMq8pFg3IBFkFJkJXX/ZUQon8ZGcDIkfyGQY0bi3UndaVZM35ZgBMngEuXdPd6xDxlZYkZ2CzFigGrVumuNM8HHwArV/LnrF4NvO8XTAgxkNevgaws6R98X7yClZ9lRLV41xqS1yhv3gApKfpbkITd93ej/db2SErnx4GaBjbFsf7H4OHgIc/C1KFCuYAoToKuJiWYLJnZBFl9fP5r3MLLNnV2ds7zODaWfzcCyBu0tbe312B1hJDceBU9TDnICgCjao/Chi4bYKXgf7zuebAHHbd1RGJaokwrA2Wysvj6IgDsSCplshJiWL/9BvCqNfn5AX/8ofudlZMnAy4u7HHKZiXK7N8P3LnDHp86VawjrEuDBgGff86fM2qU2EmaEGIYvBv4ltL0ChD/mqxdI2HwRxYkAtEyZj+su7EOvXb1QnoW/wOzTek2+KvvX3C1d5VpZWrSMsiq42qcZs9sgqw1a9bM+fNlTttXb2/vPNmsjx49Unrs7DqsCoUCfppUpCeE5OHgwL6oiIkRs5YAmETzKykDqw/E9u7bYWNlw513/PlxtNrUCtHJMv1dKJNVGgVZCTFaL18CM2eyx21txY7s+tjKVrgwMHo0e/zwYX4zI2LZBIEfiPf1BT79VD+vvXAhUL8+e/zuXbEOLCHEMHjnlsUQYjFBVltb9u/vdNjhDYoUHJCpZMDCSwsx9MBQZAlZ3HldKnTB/k/2w8lWx3fMdEmFmqyczeAUZFWT2QRZmzRpkvPns2fPMucpFAqUKVMm5/HJkyeVHnvPnj05f66qTTcFQkgOXlORd+/e/8EEM1mz9azcE3t774WDDac4GoBLoZfQdENTpV0qtSYIlMnKorRcgIEalRFCMG4ckMhJ+P/6a34wSVsTJ7J7MAL8reDEsh06BNy4wR7/8kt+/VRt2NmJjbB4x//uOyAoSD+vTwjhU5rJakGJXcbW/EoQBMw6NQsTj01UOrdv1b7Y0WMH7G2MfLezlpmsvOt2UpDZBFkbN24MKysrCIKAO3fu4CGnwnx2QFYQBKxevRrx8fHMuX/99RcuXryY87hVq1a6WzQhFkylkgG8ICuvgLeR6FCuAw73OwwXO85+UwC339xGo3WN8CLmhf4WExkpWcOIgqwA7O3hXyiZOUw1WQkxjP37xS+W8uX5dVN1wcdH3FrNsn8/cOuWftdATI+yLFYfH7HOsD6VLAnMmsUeT04WG27xah0TQvSDd24ZgFCLyWQFjKv5VZaQhfFHxuOHs8rrAX1W+zNs6roJttZG3qQsKwtglch0cMi5G0flAnTHbIKsPj4+6NixY87j5cuXM+f27dsXgJjVGh4ejp49eyJOolP5hQsXMGDAACjeV6N3dnbGJ7poW0sI0T7IauSZrNmaBjbFqUGn4OnI/+309N1TfLT2IzyIeKCfhUickCTDAVGQvjXp5MSv1mBuXPzc4AHp91RcnAKce3GEED1ISADGjuXPWbECkKNU/pdf8l+HsllJfn//DVy5wh6fNEn3tVhZr1OpEnv80CFg9279r4MQkhcFWf+jdvMrPWWyZmRlYPC+wfjt6m9K505vOB3L2i1T2oPDKMTFse+m5brWpiCr7pjAu0J148aNAyBmqK5duxYvXkhnhTVs2BBNmjSB8P7Ndvz4cZQpUwYTJkzA6tWrsWjRInTt2hVNmzZFTEwMBEGAQqHA1KlT4e7uLtvfhxBzZilBVgCo7VcbZ4echZ8rf+tPWHwYGq9vjH/C/9H9ItSsx1qsmO66HZsEJSUDqC4rIfL65ht+ssrAgUCzZvKsxdcXGD6cPb57N3D/vjxrIcZPEIDvv2ePFy4MfPaZPGuxswNWreLPGTeOneRECNEP3nmlJTW+AjTIZNVDkDUlIwU9dvTAptublM79peUv+LnFzzmJeEZPhVIBAAVZdcmsgqzNmjVD06ZNAQDJyckYP348c+6aNWvgkStNKzIyEkuWLMGoUaMwadIkHDhwAJmZmTk/PM2bN8f06dP1uXxCLIpKQVYTbXwlpZJ3JZwfch6lC5XmzotMikSzDc1w9gW7trRGJKIV1PQqFyXNr6hkACHyuXkTWLyYPV64MDB/vmzLAQBMmSI26JAiCMBPP8m7HmK8zpwBzp9nj0+YALjK2IC6YUN+g61Xr8TaxoQQ+VAm63/UzmTVcbmA+NR4tN/aHvsfceoTAVBAgd87/I4vP/pSp6+vdyo0vRKEXD1R8rGxkfd3ljkwqyArAKxbtw6urq6oW7cu5s6dy5xXqlQp/P333/D398/JaJUiCAK6d++O/fv3w8rK7P65CDEYS8pkzVayUEmcG3IOVX34DfTi0+LRZnMb/PX4L929uMRdX6rHmgsFWQkxCoIAfP45kJnJnvPLL4C3t3xrAsTPxCFD2OPbtwNPn8q3HmK8eAF3d3flZTD0Ye5cfuOSZcv4TboIIbojCEBYmHT8QYEs+Lon668rnhHSKJNVR8Wko5Ki0HJTS5wM4jdDt7WyxfYe2zG8Fmdbi7FSIZM1Lg7IyJCe4ulpYbsbdcDsooYlSpTA+fPnceHCBZQvX547t2bNmrh//z6WLl2KunXrws7ODoIgQBAEODs7o2PHjjh06BB27twJJzkKJxFiQXhB1sjI938w8cZXUnxdfXF68GnUC6jHnZeSkYIuf3TB5tubdfPCapYLsLhMVj8/KhdAiBHYvx+4dIk93rAhP9ipT9OnixkdUrKygNWr5V0PMT5Pnoj1WFnGjRMDrXLz9AR+/ZU9LgjAjBnyrYcQSxYZCaSlSUetiuAN7Pwsq5U775pDMsiakKCTGiehcaFovL4xroZd5c5ztHHEgT4H0KtyL61f0yB418zvr7Vzrr0lUKkA9ZldkBUAqlatqnLWqYuLCz7//HNcvnwZycnJePPmDd6+fYu4uDjs378fbdu21fNqCbFMvIwKc81kzVbYsTCODziOlqVacudlZGVgwN4BWHBpgfYvKrG1hjJZc/Hzo0xWQgwsMxP46iv2uI0NsHIlYKiNRYGBwIAB7PGNG9mZIMQyrF/PHnNxAb74Qq6VFDRgAL+O8ZEjwFkdVyoihBTEO6f0Rxjg7y/fYoyAry/793o4/JApFbLSsi7rg4gHaLCmAe5H8Auqu9m74diAY2hbxoRjQipksvLqsfKu2Yk0swyyasPb2xte9E4iRO8ssVxAbi52LjjY5yC6VuiqdO6kY5Mw9fhUbmkTpahcAB+VCyDE4LZs4TeQmjwZqFxZvvVImTaNPfb6tRioIpYpMxPYsIE9PnKkWE/YUBQKYMUKsRkWy/TpOtuFSwhhoHqsednYAH6M3sAZsMUbFCk4oEWQ9UroFTRc1xAhcfzart5O3jg96DQaFm+o8WsZBS2DrJTJqj4KshJCDMLSGl9Jsbexx46eOzCo+iClc3+5+As+PfApMrI0SJNKTxc7W+RD5QJyoUxWQgwqLQ345hv2uLe3cWxnLlcOaNyYPb52rXxrIcbl+HF+aZlhw+RbC0v58sBnn7HHL14EDh2Sbz2EWCKlQVZWxNGMydX86sjTI2i+sTneJTO6PL1XzK0Yzg05hw98P9DodYyKCo2vKMiqWxRkJYQYhEpBVicndjvnmBizSLewsbLB2s5rMf7D8Urnrru5Dt3+6Iak9CT1XiQ8XCwYmA9lsubi60s1WQkxoN9/B4KD2eNffWU83W2HDmWP/fkn8PatfGshxoMXYK9fH6hQQb618MyYATg7s8e/+krylIEQoiO8c0pLDbJq1PxKTVtub0HHbR2VXkeV8yyH80PPo7wXv7+PyaBMVtlRkJUQYhAqBVkVCnbJgMxMsfC5GbBSWGFhm4X4vun3Suf++fhPtN7UGtHJamTyStztTYIj3kH6f4Kzs2EacxiUoyMKuQtwhPSJV0QEkJIi85oIsRCJicCPP7LHixcHRo2Sbz3K9Ogh1teUkpEhlj0gliUqSmzaxsILzMvNxweYOJE9fusW8Mcf8q2HEEujtCarhZULAPSfybro8iL039tf6Y7Amr41cW7IORR3L67W8Y2aCo2vKMiqWxRkJYQYhJsbu0tzVFSuJFUzrsuam0KhwMwmM7Gy/UpYKfgfzRdCLqDx+sYIi1MxvVLibi+vVECxYmJ829Io/PklA8LDZVwMIRZkyRLgzRv2+LffAvb2si1HKWdnoHdv9viaNWax0YKoYetWseSFFCcnoJeRNaWeNIlfH3bmTLHSECFE96hcQEH6ymQVBAHT/56OCUcnKJ3bvGRznBp0Cj7OPiod22SokMkaGcmeQkFW9VGQlRBiEAoF+wQ/IwOIi3v/wMzrsuY3svZI7Oy5E3bWnM4UAO6+vYuP1n6ER5GPlB9U4m4vlQqQ4OfHLRlAdVmNU1oabW01ZdHRwC+/sMcrVBC7ohsbXmbivXvA9evyrYUYHq9UQI8e4o1lY+LuLja5Ynn2jOoLm7rUVEOvgLBQkLUgfQRZM7IyMOzAMMy5MEfp3J6VeuJQ30NwszeyD2tdoJqssjPqIGtISAhatGgBd3d3fPzxxwjlfCK9fPlSti9CiG54ebHHcj7sLSSTNbduFbvhaP+jSn/Rv4h9gYbrGuJa2DX+AdXMZLW4plfZlDS/orqsxiMzU9ya26qVWKfTwUHMFKNf0abnl1/4O9l+/JG968GQ6tcXmwixrFsn31qIYd24Ady8yR43plIBuY0eDfj7s8e//x5ITpZvPUR7mZnAwoVijM7BAShbVvwM5WWpEXkJApULkKJ2uYCwMPENz5CcnozuO7pj7U3ld4s+r/05tnXfBnsbI9oyo0ta1mTlXa8TaUZ42vqfESNG4NSpUwCAY8eOYcSIETjEaHkZGBgIhQz7WxUKBTIyNOjuTQgpQFld1lKlYJFBVgBoGtgUZwafQdvNbfEmkb2PNjIpEs02NMOe3nvQunRr6UmUyaoaX19ukJUyWQ0vIUEMXi1eLGZa5bZzJ3DypLhttzXjR4EYl1evxP+XLLVrA926ybcedSgUwJAhwLRp0uNbtwK//go4Osq7LiI/XkC9dGmgcWP51qIOR0dg1ixg5Ejp8fBwYOlS4Msv5V0X0UxUFNC3L3Ds2H/PPX0qln746SdxR8AXXwCVKhlsiQTiTr3EROmxQngHp0IOYoTcwqidyZqRAbx+LXmnKDo5Gp22d8L5l+eVvu63Tb7FrCazZIkjGQw1vpKdUWeynj9/HgqFAgqFAoIg4Px55T8ogiDo/YsQohsqNb/iBVl56U9moEbRGrgw9AJKFyrNnZeYnogOWztg652t0hMok1U1VC7AaL1+LV7oBwQA48YVDLBmi4oC2rYVM3eohIDx+/lnfqbczz8bd33ogQMBa2vpsdhYYO9eeddD5JeSAmzezB4fMsS438NDhgBlyrDH58wB4uPlWw/RzPXrQM2aeQOsuaWkAKtXA5UrA23aiDckiWFQqQBpRYuyf5+Gww+ZUmEriSSS0LhQNFnfRGmAVQEFVrRfgW+afmPeAVZBYF8v29iIReZBQVZdM+oga6lSpXL+rFAoUIZ3FgBQAJQQE6N1kNWMM1mzlS5cGheGXkCNojW489Kz0tFvTz/8cuGXgp+FEkHWMLD3CFpykJXKBRifq1eBihWB+fPFwJUygiBm7nTubBEfESbr1Svxop+lWTOgZUv51qMJX1/g44/Z41QywPwdOMD+nFEoxEC8MbO1BX74gT3+7h2wfLl86yHqEQTg99+Bjz5SvVzOsWNAixaUoWwovHNJSw6yWluzqyRkwgZvIdGMKt+b/u7bu6i/pj7uvL3DfS07azvs6LkDo2qP0nS5piMxUcz6lVKoUM5dQF6QlXcpTqQZdbmAJUuWoGvXroiJiUHhwoWxdOlS5tzZs2fLuDJCiC6oFGS1sMZXUoq4FMHpQafR5Y8uOB18mjt36t9TERoXioVtFsLaylrcXy3x78QLsvJqtJk1JUFWymSVX2Ii0LOnZknrBw+K28137wZq1ND1yoi25s3jN2Yx9izWbEOHiu81KSdOAMHBQGCgnCsicuIF0lu3No3yO716iRmrt25Jj8+fD4wZk5PwRIxEcjLw+efA+vWaff/8+WJtaWMtyWKulNZjtdAgKyBef7D+fcLgD1+8zvtkriDrmeAz6Ly9M2JT+XfjXe1cse+TfWhesrm2yzUNKjS9Sk4GkpLYU4yxLr6xM+p/siZNmuDFixd48uQJypcvD2fOb/epU6fKuDJCiC7wgqw5RfotPJM1m7uDOw73O4x+e/phz4M93Lm/Xf0NYfFh2Nx1MxwlttIAFGSVRDVZjc7332vXzOr5c6BBAzFzp2FD3a2LaOftW2DlSvZ4x45AvXryrUcb7duLTSGkGssIArBhA/DNN/Kvi+hfSAhw9Ch73FgbXuVnZSWWWOnYUXo8MhJYtQqYOFHedRG25GRx2/+5c9odZ/z4/xpIEnkoLRdggU2vsvGuP8Lgj9r4J++T769x/rj7BwbuG4i0zDTu8X2cfXC432HU9K2p7VJNB9VjNQijLhcAAK6urqhZsyY3wEoIMU28boVULqAgBxsH7OixAyNrMbpU5LLnwR602tQKcU/uFRhLhw3eoojk99nbA4ULa71U0+TrCx+8hQ3SJYdfvRKYO26I7t29CyxYoP1xkpPFbFjqrmw8fv2VX4vVlIKSdnZiQxmW9eupPrC52rhRDKRLKVQI6NRJ3vVoo317oFYt9vgvv/B/Zom8vvxS+wArIAb8vv1W++MQ1VFNVjZlQdYCXr7EgksL8MnuT5QGWEsVKoULQy9YVoAV0DrIyrtWJ2xGH2QlhJgvanylPmsra7FQexPlUYgLIRfwy/YxBZ5/BfZdcj8/09iiqxcODrAqXAh+CJcczspS4M0bmddkobKygM8+Y5eRylahgtgIS9lWptevgeHD2QERIp/ISGDZMvZ4u3b8YI8x4mUsBgcDly/LthQio62MXpMA0K+faTUIVyjEWtYsb94A//uffOshbIcO8T9Ds7VoAfToIWYq8yxezC4VQXSPV5OVygWwx6SCrCH3LmLSsUlKj1u9SHWcH3IeZQrz+/uYJd61MmWy6g0FWQkhBkONrzSjUCjwbdNv8XuH32GtYLTifM82vGBUkEoFcFBdVqOwfj1wntMYtnJl8ULz3j3xAvHMGeXXJfv2AWvW6HKVRBOLFom1dll4gR5jVaWKWP+X5Y8/5FsLkcfdu8D9++xxUykVkFunTkC1auzxuXP5dZSJ/r19CwwZonzeV1+JpSx27gSePQNGcjZAZWaKNzUp414elMnKxvurS1272Ie9VXrMVqVa4eyQs/B1tdAyDFQuwCAoyEoIMRhqfKWd4bWGY/8n++Fk68ScU1yi/jsFWTl8fcVMAgYKsupfZCQwZQp73NpazCD7+OP/MnQaNAD+/Rdo2pR/7PHjgSdPdLZUoqboaGDJEvZ4y5amU4s1P14X+Z07xUAGMR+8wHnlysAHH8i3Fl1Rls0aFsZv9EX0SxCAYcPEQCuLuztw4IBYY9f6/T34wEBgxQqgcWP29126RDch5UI1Wdl41yDhKBiB9UkCHKQrfAEABlYfiIN9D8LN3k0HqzNRKjS+oiCr7lGQVQ1ZdIuPEJ2iTFbttS/XHqcHnYa3k7fkeDEKsqqHMlkNbupU/gnfhAnS2VZFigDHj4u1BVmSkoD+/YF0zkk50Z8lS4D4ePb4rFnyrUXXevRgl1p59YqfmU1MiyDwg6y9e8u3Fl3r1g2oVIk9Pns2kMYvfUj05PffgT//ZI87OQEXL0o3MFMogOXL+aV1pk7lB3CJ9pKTgXfvpMeckQB3xFKQlYF17RIQJz1/RsMZWN95Peys7XSwMhNGmawGQUFWJbKysrBx40ZUrFgRU3ipNYQQtfEaLOU0qXF1ZReUssCarFLq+NfBxU8vStYakspklbobnI2CrPwgK6+WFtHe+fPA2rXs8WLF+E2RbGzE7/fxYc+5ehX44QfN10g0ExcnlgpgadIEaNRItuXonK8vP1OMSgaYj1u3+BnxphxktbICvv6aPf7yJbBpk3zrIaJHj8QbjDyLFvED5JUrA5Mns8ejo8WGWkR/lNVjVXh6ih1oLZQmQdb81zlWCiusaL8CP7X4CQqLbTKRiwo1WXmNYSnIqhmzCbIuWbIk5ys2ViKqoKErV65g6NChePToERYtWoRHjx7p7NiEWDobG3Frk5SkJCAlBeIZP6tkQGoqtbt9r0zhMrg49CLq+tf970kBKCZxh5eXyWrBpaBEvr6UyWog6enAqFH8OUuWAC4u/Dk+PvxALQD89JOY8UPks3Qp/1zflLNYs/GCa7t2KW/kRkwDL2BeowZQrpxsS9GLXr34f4eff6b3spzS08VGarzT3c6dxVICysycCZQowR7fuBE4fVrtJRIVUakAPhcXwI2xsz8WHkhEwfJouXfsOdo4Yk+vPRhVW8nJpCWhTFaDMJsg6xdffIEJEyZgwoQJeKPD9s/169dH9+7dAQCCIGD16tU6OzYhBPDyYo9RXVb1eDt74+TAk+hQrgMAwCsJcJS4EKJyARx+flST1UB++UVsZMXSsaN4IamK9u3FRh4sWVli2YA4xjYzolsJCcCCBezxBg2AZs3kW4++dO/O3ngREUHBC3NgzqUCsllbi42TWJ4/F+tiE3l8+y3wzz/s8aJFgdWr2eVKcnNyEm948YwcSfkL+kJNr5RTN5s1O5PV09ETJwedROcKKp4oWgota7LyrtMJm9kEWQExCKoPPXv2zPnz2bNn9fIahFgqleqy8uoKUJA1D2c7Z+ztvRcjao6QLBUAUJCVi8oFGMStW8B337HHHR3FLFZ1dn7Nnw9UqMAeDwriN9giuvP77/yT+Fmz1Pt/a6x8fIDmzdnjVDLA9F2/Ln52sPTqJd9a9KlvX6BUKfb4zz9TN3o5XLsGzJnDn7NuHeAtXZZfUocOQJcu7PHHj/lBdqI5ZeUCKMiqWZC1pEdJXPz0IuoFmGjnTH2iTFaDMKsgq77qbpQpI9Y5FAQBz54908trEGKptG5+xaogb8FsrGywssNKTC3ep8CYACoXwOXnB1+8ggLSV4+hoWImE9GdtDSxMzuvGdU334gdktXh5ARs2cJv9LFqFXDqlHrHJepJS+NnsdapA7RuLd969I2XybhnDzVdM3W8QHnt2vzApCmxsQFmzGCPP3okdrEn+pOaCgwZwg9mjx0LtG2r/rEXLwacndnjixYBZ86of1zCR5msyqkbZK2c6oZLn15COU8Tr9OiL7zr5PdJTBRk1T2zCrLqK5M1t4SEBL2/BiGWROtMVgqySlIoFOjlWvCObizckQTpM2s3jzQ4OOh7ZUauaFHYIR0+kG6xm5bGLxBP1Pf998Dt2+zxSpWUN/xgqVlTeZOrYcOAxETNjk+U27aNn71jLlms2bp1Ywf2370D/v5b3vUQ3cnKAnbsYI+bQ6mA3AYM4NfvnDuXbjrq088/80voVKok/j/QRPHiYhkCFkEQA7zx8Zodn0ijmqzKFfJJYo5JBVk/zCyKIi5F9Lkk00ZBVoMwqyCrvty/fz/nz26sasyEEI1QuQA9Cgkp8FQ42HfJ4+wfYNnVZfpckfGztwc8Pan5lUyuXAFmz2aPW1kBa9YAdnaav8aXX/K7vj9/LjYDIbqXlSXW2mWpWlWsn2tOChcGWrVij1PJANN1+bLkr9Uc5lIqIJudHb/b/OXLwLlz8q3Hkty+LQZZWWxtxZ0ajo6av8YXX4g7CViCgvj//4n6KJOV73HUY2wOYp80SF3DWIWG0d0eFkFgXydbWwOursjIYDcldXTU7jPGklGQVQUrVqwAIGaGlS5d2sCrIcS88IKsORmDlMmqmZcvCzzFKxUA13CMOTwGE49ORGZWph4XZuSoLqsskpOBQYP4WyGnTgXqaVliy9oaWLtWLB/AsmiRGDAguvXXX0Cu+9QFTJliXlms2XgZjfv2iduAienhBcjr1xezA83NkCH8xieaZlIStowMYOhQ8b8sM2cCNWpo9zo2NsCGDeK9ZZZVq4CjR7V7HfIfqsnKdu7FOdRfUx+R1jeZcySvYRITKeGGJTGRXaOocGFAoUB0NDtGTVmsmqMgK0dKSgqGDx+OCxcu5DzXokULA66IEPNDNVn1SCLlhh9kFc/+Fl5eiB47eyApnb1lx6z5+YknuwyUyaobX30l1vVjqVpVrMWqC6VLAz/9xB4XBPGiloJfusULwBQvbn7bq7N17szOvo6NpaCFKcrMBHbuZI+b63vZyQkYN449fugQv9wLUd+vvwL//MMer1YNmDZNN69VsSI/YxYAPv2UYli6kJ4OvH4tPWaLNHgjwmKDrFvvbEXLTS3xLvkd4MY+/2Zew0gklRDwr5Gp6ZVecdpBGKdfOPvOshtfzZkzBxV4LYWVSElJwbNnz3Do0CG8e/cOCoUCgiDAxsYGo0aN0vi4hJCCeBkSVJNVS+pmsuY6sdn3cB+arm+KA30OoKhLUX2sznj5+lK5AD07c0bMHmWxsQE2buRn2Khr7FixnuKlS9LjDx6I9Vt//FF3r2nJLlwQv1gmTRK3vJojDw+gTRvgzz+lx3fsADp1knVJREvnzwOvXkmPKRRAz57yrkdOo0eLN0xYtat/+QXYvFneNZmrR4/4Nxezd2bo8rNz/Hgxw55V+iEsTJyzcaPuXtMSvXrFzhj0RxisIABFLet8WxAE/HTuJ8w8latmk6sGQdaQEO1Tu82RlvVYedfohM/kgqzTpk3LCabml934asOGDTp5LUEQcl5LoVDgp59+QrFixXRybEKIiGqy6kl6uuQVoSqZrNmuhV9Dvf/Vw199/0Jln8q6XqHx8vNDANh3xSnIqp34eHELKq+E1jff6P582dparO9ao4bYwEzKnDlA9+7ABx/o9rUtEa8Wa+HCYnaUOevdmx1k3b9fLJdBtc5MB69UQKNG5p2AVrgwMHw4+8bY9u3izanAQDlXZX6yssTPRd6Oii+/BGrV0u3rWlsD69YB1auzA+mbNgFdu4pfRDNK67F6eWlXgN7EpGWmYeTBkVh/c33eAZc3gCIDEAqGqV7BF1lQiAHp3CiTVRrvGpmaXukVlQvgyM5gVSgU+PHHHzF58mRDL4kQs6N1kJUyWaWFh0sWu1Q1kzXbi9gXaLC2AY4+taD9rVSTVa++/FJsqMFSp47utkLmV7Eiv6NyZiYweDCQZKGVMnTl/n3gwAH2+JgxgLOzfOsxhE6dAAcH6bGEBODwYXnXQzSXkQHs2sUeN9dSAblNnCjuMJCSmQksWCDveszRggX87P/y5XVXQie/0qWB+fP5c0aOBCIi9PP6loDqsf7nXfI7tN3ctmCAFQCssgAX6boKGbDFW/gUHOB1JLRkWmayUpBVcyYZZBUEocCXsnFNvgIDAzFq1Cjcu3cP06dPN9DflhDzRjVZ9YRxwiHVmTOHa7jk03GpcWi/tT2WXl2qi5UZP19fqsmqJ0ePio00WOztxUYcrIt5XZg8mZ+pevs2MGAAvyEX4eNdrDs6iqUbzJ2rK9CuHXt8+3b51kK0c/o0O7hkZSVmv5u7YsWAfv3Y4//7X65mpURtf/0lNnpkUSjEnRisGze6MHIk0KoVezwiAhg1ihq5a0ppJquvr3yLMaBHkY/w4f8+xKngU+xJ6tZlpUxWaVST1WBMrlxAkET6iyAIKFWqFAAx+/Tw4cMoX768xq9hZ2eHwoULw16XxeAIIZIok1VPGCcc6pQLyC1TyMTYw2PxIOIBFrVdBFtrMy2mCFDjKz2Jjla+Rfznn8VsU32ytRVr2tWpw+7evGcPMGOGWD6AqCc0lF+f8dNPLafOV+/e4ntJyoEDYhMsd3d510TUt2kTe6xpU6BIEdmWYlBTpog3waQkJwNLl/J3ChBpt24Bn3zCv7E3dizw0Uf6XYdCIf5urFJF/GySsmcPsG0b0LevftdijpQGWS0gk/Xv53+jx44eiE1lvMGyKanLWgv/5n2SgqzSqFyAwZhckLVEiRJK5wQGBqo0jxBieE5O4p35lJSCY9HR4jY0a14mK9VklSZxwpEBa7yB9NWgra2AMiV88CCKvxds+fXlePzuMXb02IFCjpz/L6bMzw/OSEIhvEM0Cgb4ExKAuDjAzc0AazNh48fzt8s1aiTOkUONGmJJAl6Tq7lzxe2ZQ4bIsyZzsWiRWBJairW1uO3YUrRvL/6Okyo/kZoqbkE399q0pi4xEdi9mz1uCaUCslWqBHTsyK41/NtvYjkYcy8FokuvXgEdOojnFSwlS4o3IOUQECD+fxw4kD1n9Gjx5oIFxAR1Snm5AM0TxEzBimsrMPbwWGQKmdx5NlY2aFytIk4+lB6XTBahcgHSVCgXwNuBQEFWzZlkuQAWVkMsQohxY32IC8L7GKqjI7tDSEyMGIkleUmccLxGUWTBWnK6n58CF4edR4uSLZQe+u/nf6P+mvp4EvVE62UapffdXSmbVXf27uVngzk7i403rKXfnnrx9ddAtWr8OSNGAKc4O9pIXtHR/HIQvXqJAQNL4ezMbxRD3bqN37597GZAdnZAjx6yLsfgeFva370TywYQ1SQlibWbeecTVlZimQA5A9f9+wNdurDHY2KAYcOobIC6LDWTNSMrA2MPjcXnhz5XGmB1t3fH0f5H0bIGe0uTZNmzsDC6FpRCNVkNxqyCrPlrsxJCTANv66jSuqyCwN7XZMkkMll5pQL8/QEPBw8c6ncIn36gPLXqUdT7mkpBZhiBsrMDvLy4za8oyKq6iAix1hvP/Pli4w052duLXd59JHooZMvIEOstPn4s37pM2fLl/IysKVPkW4uxGDCAPXb2LBAcLNtSiAZ4N4c6dOBXMzJHH33E37a+YAE7k538JytLzBa9fp0/b8ECoFkzedaUTaEAVq7kn5sfPiwGf4nqLLEma0xKjNjT4Zryng4lPUri4qcX0bxkc/hzKptJXstkZopp4SQvLWuyWkppJ30wmyBrtWrVUL16dVSrVg0O+qwKTgjROarLqgcSmay8plfZJzR21nZY3XE15reaDwX4uwOiU6LRenNrrP5ntVZLNUp+fhRk1QFBEBtl8DoSt2qlPAirL4GBYqCVV4I9Olrc9s07ESViVtbixezxNm3EMg2WpkWLnOR4SVu2yLcWop5Xr4Djx9njvAC6OeNls758SU3dVPHVV/wyFADw2WfAuHHyrCe/IkWAFSv4cyZMoJtEqsrKYpcLsEImiuK12WWyPnv3DPXX1MexZ8eUzm1YvCGuDLuCSt6VAED9ICtAdVmlUE1WgzGbIOvNmzdx48YN3LhxA8WLFzf0cgghatA6yEp1WQtSM5M197mdQqHApAaTcKDPAbjYuXBfJiMrAyMOjsDEoxORmWVGW3WUNL/i1dYi/9m2jd34BxCb/qxZI2bOGEq9euxmLtmePhWz1ljbhonYMIUXTLfELFYAsLHhN4nZtIm23RqrbdvYzYgKFwbatZN3PcaifXuxPivLL7/Qe5pn6VLlTRVbtwaWLDHs78YePfifXQkJYs1yXsMuIoqIYDfaLII3sEWGWQVZzwSfQd3/1cXDSEZh1VwG1xiMvwf8DW9n75znKMiqI1QuwGDMJshKCDFdlMmqYwkJkoFnZeUC8utQrgMuDL2A4u7Kb1wtvLwQnbZ3QlxqnFpLNVqUyaq1iAixIzLPkiVAsWLyrIend2/ghx/4cy5fBrp1ExsWkbzS08WSDyx168q/5dWY8JrIPHqkfMswMQxezdzevcXKMpbIyop/0+TuXeDQIfnWY0q2blX+e7FSJWDHDvEGjaH99ht/F/vp08BqM9zMpGtKSwUA/C0PJmTtjbVotakV3iXzr80UUOCXlr9gbae1sLfJu51IoyArNb8qSEmQVRDYQVZrazERgmiGgqyEEIPjBVlzuh6yarICFGTNj3GioW6QFQCqFamGq8Ouon5AfaUve+jJITRY0wBB0UEqLdOo+fpSkFVLEyfyfzQ7dzau7bZffaV8PceOiXOov0Jef/wBvHjBHp8+3bAZWYZWvTpQtSp7nBpgGZ87d4Bbt9jjvMC5JejTh3+DbO5c+dZiKg4dAgYN4s/x9gYOHjSe4EbhwsqbmU2ZAoSHy7MeU6U0yOrtDdjayrcgPcjMysTkY5Px6YFPkZ7FL8zsbOuMvb334suPvpRsXO7qKn5JiUEhJEGiGTJlshbEOwn38EB8PLuGduHCln3epi0KshJCDI4yWXVMh0FWACjiUgQnB51Ev6r9lL70vYh7qLO6Dk4GnVQ616hRJqtWjh8HNm9mj3t6il3ojekETqEQM3IaNuTP27kT+Pxz2g6bLSuLv/W1QgWxg7al4wXwt2+nZkHGhtfwqmxZ4MMP5VuLMbKzE2+ksZw7B1y8KN96jN3582ITRdaWceC/ZowlS8q3LlW0awcMG8Yej4sDxo+Xbz2miHfO6I8wky8VEJ0cjQ7bOuDXS78qnVvMrRjODz2PzhU6c+epnc1Kmax5paezO5G6ugK2tlQqQI8oyEoIMThe90KqyaoBxt1cTYOsAOBg44BNXTfhp+Y/KX35qOQotN7UGkuvLoVgqpEoqsmqsaQksdkVz4oVYmMNY2NvD+zdKwZReH7/Xcx8JcBffwH37rHHp04Vtxdbur592TcVIiOBI0fkXQ9hy8zkNyTr39+4bhAZyrBh/E1GlM0qunVLrOmdksKeo1CItcHrK980ZBC//gqUKMEe37UL+PNP+dZjanjnjAEINekg68PIh/jwfx/iyFPlv8Q+9P8QV4dfRY2iNZTO5f2TSF7PUCZrXlo2veJdmxPljKDai35lZmbiwoULuHbtGh4/fozo6GgkJSUhS8Mq3QqFAn/99ZeOV0mIZaNMVh1j3M0NB/uMRZXzO4VCgRmNZqC8Z3kM2DsAyRnJzLmZQibGHh6Lm69vYlm7ZQXqLRk9Pz94IAZOSEQSnAsMR0UBycmAo8SOJUv3/ffA8+fs8S5dgJ49ZVuO2ry8xLIADRvyL4xmzxY/uyZNkm9txkYQxH8HlmLF+I1TLIm/P9CiBfD339LjmzYBHTvKuyYi7dQp/vbn/v3lW4sxc3EBxoxh17M+cAC4f5/fJMvcPX0KtGkDxMby5/32m1jn11i5uYk3R3nN3kaPBpo2ZW/ztmRKywWYaJD14OOD6Lenn0r9GPpU6YM1ndbA0Va1E2de8ofk9QwFWfOiplcGZbZB1ujoaMydOxerV69GTEyMTo4pCIJk3RBCiHZUCrJSTVbVSZxoxMMF8XCTnO7hATg5qX747pW6o2Shkui4rSPC4/mFuNbcWIP7Efexp/ceFHUxoaL+vr5QQDz5fYzyklNCQ5VnPFqaW7f4DZBcXcWLSWMXGCgGWhs14n+8TJ4MlCtnucGxc+eAS5fY45MmWW5zICkDB7KDrAcOADEx4ucxMSxejdyGDYFSpeRbi7EbO1b8zE9m3HOdNw9Yt07eNRmLxESgfXvgzRv+vO++EwOUxu7jj4FPPhHLm0gJCQFmzgQWLZJ1WSZBaZDVt7F8i9EBQRAw5/wcfHXyKwhQvmPt+6bf4+vGX6sVR1G7XEBUlLiVSp0LGnPGO3l9f01NQVb9McsNXIcOHUKFChUwb948REdHm+52VUIsBGWy6phEkFWbUgFSavrWxLXh11DLt5bSuZdCL6H277VxPdyEWmi/7/LKq8saHCzTWkxEZiYwYgS/KdTPPwMBAfKtSRuVKgGHDwPOBROZ8xg+nH+ias54tVg9Pfl1/CxR167s67/UVLHeLzGsxERgzx72uDE16zMG3t7A0KHs8S1bLLeG+dSpwOPH/DnjxomBSVOxaBH/RtBvvwHXrsm1GtMRxOkHa2o1WZPSk9Bndx/MODlDaYDVwcYBf/T4AzObzFQ7UU3tICtAdVlz07JcAAVZtWN2QdZt27ahc+fOiIiIyJN5KggCBEGAo6Mj/Pz8ULx4cbW/SpQogeLFixv4b0iI+dE6yEo1WfOSOMnQdZAVAPxc/XB2yFn0qdJH6dyw+DA0WtcIm29zuiEZE1tbwMcHpcDe9/70qYzrMQHLlwNXr7LHP/wQ+Owz+dajC3XrAvv28bMx37wxjSwkXbt1SwxCs4wbpzxAbWlcXIBu3djjvGZLRB5794qBVil2dsZd6sRQJk0CrK2lx9LTgYUL5V2PMThxAli2jD+nf3/x38aUNkkWKSJmJ7NkZYk3HqmR339SU9k72a2RgeJ4aTJB1pexL9FwbUP8ce8PpXMD3AJwfsh59KrcS6PXoiCrlqhcgEGZVZD17t27GDp0KDIzM3OCq3Z2dhg8eDAOHTqEd+/eISEhASEhIQgKCtL4ixCiW+7u7MYokZHvu3hTJqtqBEG2ICsAONk6YUu3LZjbci4U4F8ppGSkYMDeAfjy2JfIzOKkOxoLX1+UATuSSkHW/4SGAjNmsMdtbMRmUawLcWPWsiWwdSu/edMff1heFiIvi9XZ2TIDz6rgZUKeO8fPeCL6xwt0d+zIr1xkqUqWBHpx4iirVlnWaVpcHD+7FxDfS2vXmmZTwKFDgcac3e23blHJgNyCg8Xgs5QSeAE7pAO+vrKuSRPnXpxD7d9r48brG0rnflTsI1wffh21/JTvdmPRKMhKdVn/o0KQNTKSPYWCrNoxwY92trFjxyI1NRUKhQKCIKBOnTp48OAB1q5di7Zt28KDCl0RYpSsrNgx1PR0ICEBVJNVVZGRki1stW16xaNQKDDloyk42Pcg3Oyl677mNv/SfHTY1gHRyUaegeznR0FWFQiCmKGakMCeM3kyUK2afGvSte7dldeS/ewz5bX3zMWzZ8COHezxESPoBJ2lRQv+9fTy5fKtheT16BFw/Dh7fOBA+dZiaqZOZY8lJgJLl8q3FkObNIkf6/nwQ/HGnK2tfGvSJSsrMXDO2+HxzTd0jpSN9++Qc45p5Jmsq66vQvONzRGRFKF07vCaw3Fy0EkUcSmi1WtSkFVLVJPVoMwmyHrjxg2cOXMmJ4O1Ro0aOH36NAIDAw27MEKISry82GNRURBbm7Ju+b979z7dlbBOMPSVyZpbu7LtcHXYVZTzLKd07pGnR/Dh/z7Eg4gHunlxfaAgq0q2bgUOHmSPly4NzJol33r05bPPgA4d2ONRUcCoUZbxUTR/Pjszx9YWmDhR3vWYEmtroG9f9vjKlVQBx1DmzWP//Hp6Am3byrseU1K9Ov/fZ8kSdhkGc3L4MPC//7HHHR3FbGlH1RqsG60KFfi7V5KTxZrcrN8TlkRpkFWhEOswGKG0zDR8dvAzjPprFDKyMrhzbaxssKzdMqzqsAp21tp3vCxShH3ZFw4/ZEntnqNyAf/RsiYr77qcKGc2QdZdu3YBQE4d1s2bN8PR1H+DEWJBlNZltbJiZ7OmpbFb21oaxgmGHEFWACjvVR5Xhl3Bx2U+Vjr3ybsn+PB/H2Lvg726W4Au+fmhNJ4xh589owuIN2/E2ps8K1ea/gUlIF4H/f47P6l+3z6x0Ys5e/2a3y18wADTaW5mKIMHs8cSEoAVK2RbCnkvLAzYuJE93rcvP3OP8LNZo6KA1avlW4shREcrb/Y3dy5Qtqw869G3adPEYCvLmTNixqulUxpk9fExyrTmV/Gv0HxDc6z8Z6XSuZ6Onjg+4Dg+r/O52g2uWGxs2LHnDNgiAt4FByiT9T9Uk9WgzCbIeuHCBQDittX27dujUqVKBl4RIUQdWje/opIBIgNmsmbzcPDAn33+xNSPOFdc78WnxaPbjm746sRXxlen1dcXLkhEUbySHE5NFS/MLdmYMfwfvQEDxJqm5sLXV/m217Fjzft9sWiR+N6XolAAU6bIuhyTVKUK0Lo1e3zRIrpvKLeFC9nNeqysgPHj5V2PKWrSBKhXjz3+66/iPXFzNW4cEB7OHm/WzLxqVdvbizceeaZMAV68kGc9xkppkNUI67FeeHkBNX+viQshF5TOrVakGq6PuI6mgU11vg61SwZQJut/KMhqUGYTZH38+HHOn9vSfh5CTI5KQVaqy6qcgTNZs1lbWWNOyznY2m0rHGwclM7/+fzPaLe1HaKSOL/x5fa+RhaVDJC2a5f4xeLjY55dpfv0EWu0ssTEiDVJzbFsQGwsP8uyWzegfHn51mPKpk1jj0VE8LOFiW69e8fPuOvVSyx7QvgUCmD6dPZ4aCiwebN865HT/v38v5uLi+k2uuJp1Aj4/HP2eEKC+f4+VJXSIKsR1WMVBAHLri5D0w1N8TrhtdL5PSr1wMWhFxHoEaiX9fCuTyR7Tbx8adlvtty0rMnKy2siypnNR310rroTlMVKiOnhBVlzuh9SJqtyEpmsmbDCaxSVnG5tLQbD9KVP1T44P+Q8AtyU7x8+9uwYaq+ujRuvlHculQUFWZmiopRn5Cxfbp53whUKMdDoLbFTLduhQ8CpU/KtSS7Ll4uds1l424VJXk2bAnXrssfnzQMy+CXwiI4sX85v3Efva9V16ABUrswenzsXyDSyTSvaysoCvvySP+fXXwFzbRMyZw5QvDh7/NgxYP162ZZjVNLTgeBg6TEFslASQUYTZE1OT8bg/YMx5vAYpfVXAeCHZj9gR48dcLZz1tua1M5kTU7mRw4tiZKarKmp7N97bm5GWcHCpJhNkFXIddfC0xyv6ggxc1qXC6BOISKJIOtb+CATNpLTfX31n1lRy68Wrg+/jo+KfaR0bnBMMBqsbYBNtzbpd1GqoCAr0/jxwNu37PEePfjZnqbO21usNcuzYYM8a5FLcrK4jZ2lRQugTh3ZlmPyFAp+NmtwMLBjh2zLsVhJSWJTJpY2bYAaNWRbjsmzsuJnsz5+DOw10jLsmrp8GXjyhD3epg0wfLh865Gbq6vyersTJph3GR2Wly/ZN8uKIQQOSDWKIGtwTDA+WvsRNt7iFKZ+z8XOBft678PXjb/WWf1VFrWDrACVDMimpFwAlQrQL7MJsrq7u+f8OZ1VVIkQYrSoJquOSJxcyF0qQEoRlyI4OegkRtUapXRuSkYKBu4biLGHxiIt04AF3IoUARQKCrLm8+ef/OZOhQsrr1tqDrp143eJ37+fXbvUFK1fzw+s8wIrRFrnzvzyCnPn0s5HfVu3TizPwMILhBNpvXsDJUuyx2fPNq/3Ne9miLs78L//iTdVzFnr1sDQoezx2Fhg1Cjz+v+uCqWlAgCD12Q9/uw4av1eCzdeK99FVs6zHK4Mu4LOFTrLsDINg6zU/Er8QWMlH9nZAU5OFGTVM7MJspbM9ds8nFd1nBBilLy82GNUk1VF6emSXReMIcgKAHbWdljRYQXWdFoDe2t7pfOXXluK5hua41W8dOMpvbOxAXx8KMiaS0yMeKHEs2QJuyOsuVmyhN1xPDYW+PtvedejLxkZ4vZ1ltq1gebN5VuPubCy4jcKu30bOHJEvvVYmvR0/vv6ww/FZk5EPTY2/O3z//4rbiE3B1lZ/NrkM2cCAcqrJZmFX3/lxwsPHgS2bZNvPcZApSCrgTJZBUHAnPNz0HZLW7xLVn4N1al8J1wddhWVvOUry0iZrBqKj2fXZSlUCFAouEFW3jU5UY3ZBFk/+OCDnD//888/BlwJIUQTlMmqA+HhkmkCxhJkzTb0g6E4P/Q8irkVUzr3Qsj7DqcvlXc41Qs/P5TGM+bw06eWlZkxeTK/e3KHDvzsTnPj6SluBWUxl+3eO3YAQUHs8WnTzD9TS1/69eN/Ds+ZI99aLM2OHfzO5/S+1tyQIfybbbNny7cWfbp8mb0NXqEAPvlE3vUYkoeH8jI6Y8cCb97IshyjYKxB1rjUOHTf0R3TT0xHlpDFnauAAj80+wF7e++Fu4M7d66uUSarhpSUCgD4pWspk1V7ZhNk7dixY86f95pbsR8jk5KSgm3btmHo0KGoWrUqvLy8YGtri0KFCqFcuXLo3bs3li9fjndGEPR68eIF5syZg44dOyIwMBCurq6ws7NDkSJFUKdOHYwZMwaHDx9GVhb/FwzRP6rJqgOMEwtjC7ICQG2/2vhnxD9oUbKF0rmvE16j6YamWHZ1WZ7627Lw94cHYuEF6f2kSUnAa+UNWM3C8ePAmjXscTc38QLL0oISPXuyx8yhZIAg8AN95csDXbvKtx5zY28PTJzIHj97Frh4Ub71WApl7+sKFYBOneRbj7lxcBDrcLKcOQNcuiTfevSFdyPto48Md45lKJ068W+0vnsnBlothUpBVpnfJA8jH+LD/32IvQ+Vx0s8HDzwV9+/8HXjr2GlkD9sREFWDVGQ1eDMJsjaunVrFCtWDIIg4Pbt2zh+/Lihl2R2UlJS8NNPP8HX1xd9+/bFunXrcPfuXURFRSEjIwMxMTF48uQJduzYgdGjR8PPzw+jRo1CBK/YlZ48efIEXbt2RalSpTB9+nQcPHgQL168QEJCAtLT0/H27Vtcv34dy5YtQ7t27RAYGIh169bJH8AhOSiTVQcYW2R4QVZD1tv3dvbGkf5HMKUBZ7/sexlZGRhzeAz67+2PhDROG2hde1+KxtJLBsTHK2/csWCB5V1QAuJFpTmXDPjrL+DOHfb4lCn6b55n7oYP51fDmTJFvKFDdGf1auDuXfb41Kn0vtbWZ5+JNUlZfvpJvrXog7JSAbwbcOZs8WKxOSTLzp3A7t3yrceQlAZZHRyAokVlW8/2u9tRZ3UdPIx8qHRutSLVcH34dXxc9mMZVibN1RVwdpYei0ZhJMOh4ACVC6AgqxEwm9MHGxsbfP311zmPP//8c8TFxRlwReblzp07qFq1Kr7++mvExMSo9D2pqalYtWoVypUrh4MHD+p3gbksWbIEVapUwb59+1TOUA0JCcHQoUPRuHFjvLaUtDQjw4ufRka+/wPVZOVj3L0NBzuSauigmI2VDea2mosdPXbA2ZZxJpXL1jtbUXd1XTyIeCDD6gAEBgKgIOv06fxttS1b8ptemDN3d/MtGSAIwKxZ7HF/f6B/f/nWY65cXYExY9jjFy6IpTgSE+Vbkzn73//4taUDAiyr7Im+uLnx39d//QVcuSLfenRNWamA7t3lXY+x8PICli3jzxk9mh/kMQeZmcDz5+zxUngOlCghy/af1IxUjD00Fn1291EpUaFv1b649OkllC5cWu9r41Eo+Ncpktc3lMnK3935/lo659paAgVZtWc2QVYAGD58OFq0aAFBEPD8+XN07NhR5YAgYTt+/Djq16+Pp7kiCTY2NujatStWrlyJc+fO4fbt27hw4QI2bNiAQYMGwcnJKWduTEwMOnXqhMWLF+t1nYIgYOTIkRg/fjzS0v7rSF6kSBFMmDABu3fvxtWrV3Hr1i38/fffmDdvHho2bJjnGOfPn0etWrXw6NEjva6VFGRnJ15oSklIANLSQJmsymiQyWroIGu2npV74sqwKyjnWU7p3AeRD1BndR1svbNV/wujTFacPcu/YHJ2FrPCLK1MQG7mWjJg717gBqfh8KRJ7Cxeop6xYwFHR/b4qVNAu3ZAQqIF/6DpwIoVYuYwb+PSxIn0vtaV8eP572veTRxjR6UC2Hr0ALp1Y4+/ecMvJ2EOQkPfX7tI8EMYnJGUc46pTy9iXqDx+sZYem2p0rnWCmssbrsYm7tuhpOtk9L5clC7ZEB4uNit05JRJqvBmVWQFQB27NiBqlWrQhAEnD9/HjVr1sSff/5p6GWZrCtXrqBr165IzJU+0aVLFzx79gx79uzByJEj0bBhQ1StWhUNGjTAwIEDsX79eoSGhmJUrjQBQRAwYcIErFu3Tm9r/fLLL/H777/nPHZ2dsa8efMQEhKCBQsWoFu3bqhTpw6qVauGFi1aYPLkyTh37hwuX76M6tWr53xfeHg4WrVqhRDabiA7XjfDqChQTVZlTKgmq5TKPpVxddhVdCqvvBBeYnoi+u3ph9F/jUZqhh4jWBYeZE1KAj79lD9n7tychF+LZY4lA7KygG++YY97eiovIUFU5+0NDBvGn3P2LNB2WADiEszu9F0Wv23ywOef8+cUKkTva13y9ub/ex47Bpw/L996dIVKBfApFOLNWd4GtE2bxGxmc6VSPVY9B1kPPzmMmr/XxNWwq0rn+jj74OSgkxj34TgojOiuudpB1qwsfodWS6BlkJV3PU5UY3ZnaYUKFcK5c+fQrVs3CIKA4OBgdOnSBZUqVcLXX3+Nv/76Cw8fPkR4eDjevn2r0ZeliI2NRa9evfIEWOfMmYO9e/eiePHi3O8tVKgQVqxYgU2bNsHGxgaAGGj97LPPcJdXBEtDe/fuxa+//prz2NfXF+fPn8fkyZNha2vL/d4PP/wQly5dQtdcnTtCQkLQr18/aoglM6V1WalcAJ/EjYFEOCEWHpLT3dwAFxc9r0lN7g7u2Nt7L35o9gMUUH6St/z6cjRc1xDBMcH6WZCFB1lnzeL//Ro1EuvuWTpzLBmwYwe/ZuWUKcb3+WHqvv1W+Y2vC/86os2n/gh7YyPLmsxBSqoCv6wuhHE/+iidu2QJva91bdo0sfQky8yZ8q1FV6hUgHJFi4r1WXlGjhRvRJojQwZZM7MyMfPkTLTb2g7vkpVfH9ULqId/R/yLxiUa62U92qDmVxqgTFaDM5szNDc3N8nnFQoFBEHAw4cPMXv2bK1fR6FQIMNCUtAnT56Ml7k+pGbNmoWpU6eqdYz+/fsjKSkJI0eOBCDWaR04cCCuX78OKx11FIiJicGIESNyHru4uODIkSOoVq2aysdwdHTEH3/8gVatWuHMmTMAgHPnzmHJkiX44osvdLJOopzSIKudnbg3WaowXVwckJ4OKAmqmzWJkwpTyWLNzUphha8bf43afrXRb08/pSeI18Ovo+aqmtjUdRPal2uv28W4uwOFCqFMND/IKgjmt13+8mVg4UL2uIMDsGYNNYfJ1rMnwNo4k10ywN5e3jVpKjNTDPix+PiINfWIbhUuLGb2NW8ubqdluXzTEQGNS6FMiTQ0rJWMRrWS0bBWMsoGppvd55AmYuKscOFfR5z/xxHnrjvi2h17pKUr/6CaO5dqDOuDr6/4eZErFyKP06eBkyfF972poFIBqunfH9i+HTh0SHo8LAz48ksg10ZEs2GoIOvbxLfos7sPTgadVGn+57U/x4I2C2BvY5wnKBRk1YAKNVkpyKpfZnNplJCQgMTERCQkJOT8OTvVXaFQ5ARbdfFlCR48eJBna3+jRo3wLe+Ki2PEiBHolqswz40bN7Bt2zZtl5jjl19+QWSu6s0LFy5UK8CazdbWFlu3boVrrsKgP/74IzVQk5HSICvALxlgyTWYExIkf6nyml75sYeMQtsybXFj5A3U9a+rdG50SjQ6bOuAGSdmICNLxzfCAgNRGO/gAemTlrg4fgF5U5SYCAwZIu66YvnxR6BsWfnWZOzMqWTA1q0ArzT59Onsjr9EO5UqAWfOqPb5/PSFHdbvccenXxVF+bYlUbNrcRw+Yxx19Azh1VtrDJ5WBD4NSqPDSH/M+b0wLvzrqFKAdcECMTub6MfUqfzPjFmz+HVyjQmVClCdQgGsWiXunGJZvRo4fFi+NclFpSCrjmstnX95Hh+s+kClAKuzrTO2dtuKZe2XGW2AFdAwyGrpJf8ok9XgzCbICiBPANRSg6O6Mnv2bGRmZgIQg9TLli3Tqj7LokWLYJfr6vP777/Xeo0AEBcXhyVLluQ8rlOnDj5VVkCQw8/PD1999VXO46ioKCxdqrxQONEN3od6ThCL6rJKM+GmVzzF3Yvj3JBzGFt3rErzZ5+fjVabWuF1wmvdLaJkSShgWSUDJkwAHj5kj9etC1CSf17mUjIgPR347jv2uJ8fvzM70V758mKgtVgx9b7v5gMHtBsRgB7jfBH62mw2qymVmSnWW63wcSA27HVHerp656tLlph/Ex5D8/YGxo1jj1+4IGZxmwIqFaCegABg/nz+nMGD+dn7pkjOTFZBEDD/4nw0Xd8U4fHK65FW9KqIa8OvoU/VPjp5fX2iIKsGlARZMzPZU+ztASfLvVerM2ZzBvYNrzsDUUtcXBx25bpF26FDB1StWlWrYxYrVgz9+vXLyY59/Pgxzp8/j4YNG2p13B07duSpGTtt2jSti3V/9tlnmD17NmLfFwlat24dZsyYodUxiWq0zmS15LqsJt70isfO2g5LPl6ChsUb4tMDnyIhLYE7/3TwaXyw6gNs674NTQObar+AXHVZr6OO5JSnT4H69bV/KWOwe7eYWcJiZwesXQtYW8u3JlNhDiUDNm4Enj1jj3/1Fb++ItGNMmXEQGuzZsCLF+p97+6jrjh6zhnfjYvEuAExsDGbs/2Crt22x6hvi+Dfe5q9KVesoJsGcpk8WWyGxNogNnMm0Lq18ZfeoVIB6hs2DPjjD+DECenxt2/FQOtff5lHCaKsLP7v0dJ4Bri68q9pVBSdHI2hB4Zi38N9Ks3vV7UfVnZYCRc70yg+zdvVQeUCGJQEWWNj2TsHPD2N/zPYFJjNaRcFWXVn3759SE5Oznk8dOhQnRx3yJAheUoQbN68Wesg69atW3P+7OnpiU6dlHclV8bNzQ3du3fH2rVrAQBPnz7F5cuXUa9ePa2PTfh4QdacJFVqfiXNTDNZc+tVuReqF6mO7ju6417EPe7c1wmv0WJjC8xqPAtfN/4a1lZaRAQtqPlVSIjyztqzZgGVK8uzHlOTXTIgLa3gWHbJgPY6LhusS2lpwA8/sMeLFwe02CxC1FSyJHD2rBhoff5cve9NSLLCpDk+2LDXHctmvUHD2in6WaSBvIuxwszFXlixzR2CoP4VoUIh1oEcNkwPiyOSChcWM4ZZmfLXrgEHDwIdO8q7LnVQqQDNKBTizdsqVYCkJOk5R46IjbLMIav81Ssg16V0Hj54AzfEAyWraR3Nuhx6GZ/s+gQvYpXfibOztsPitosxstZIrROS5FS0qPjPJBUUDIcfsqCAFfINWnomq5KarLzLZSoVoBtmcK+I6NrJk//VcXF0dEQb3v5HNXz00UcoUqRIzuMTrNuZKkpNTcXFixdzHnfs2BE2OkrX6J5vr4+2ayWqUSlJlTJZpZlxJmtu5b3K48qwKxhQbYDSuVlCFr498y1abWql0vYppvc1s8w9yJqZKTap4J2b1a1LdQt5TL1kwJo1/KzJmTONPxPX3BQvLma0fvCBZt9/+5E9GvUrjo+H+ePyTdNPQX4XY4WvF3oisHlJLN/qoVGA1cEB2LSJAqyGMGEC/175rFn8WuCGRqUCNFeypFj7mGfqVODGDXnWo0/6rseaJWThlwu/oNG6RioFWAM9AnFh6AWMqj3KpAKsgNjPOFf4II902CEKElFBymRlj3l4qFKylWiJgqykgPPnz+f8uVatWnB0dNTJca2srNCgQYOcx0+fPkV4uOaBj2vXriE1NTXnsbZZsbk1aNAgzy+hs2fP6uzYhE3rICvVZC2AF2Q19sZXLM52ztjQZQN+7/A77K2VR3xOBZ9CjZU1cPTpUc1e0EIyWWfPFrPmWFxdgW3bxBNewsbLZMouGWCMkpLEZmYspUoBgwbJtx7yn4AA4MoV8f0zdkA0alRMgUKhXq+BI+ecUb+36QZbcwdXf1rpifhE9XYnFPXOQM+28fjtNzEruF8/PS2UcLm7i2UDWG7eFEvWGCsqFaCdESOArl3Z4+npQJ8+YvNNU6bPeqwRiRFov7U9pv49VaVGrx3KdcC/I/5Fbb/aGr2eMVC7Luu7d+yUaXOXksL+u3t4ANbWFGSVgdmUCyC6kZKSgue59qTVqlVLp8evXbs29u7dm/P4/v378NMw0nPvXt7twrpcq4eHB8qUKYMnT55IvpYpuHv3LuobqEjkpUuXNPo+ymTVAuOubTjYP1+mfDGgUCgwvNZw1PKrhR47eiAoJog7PyIpAm23tMXUj6bih2Y/wNZajUihBWSyXroEfPstf87y5WKgjfApKxlw9Kg4x9gsWADw7nt+8w0F2A3J1lZ833SqEAEAiI23wqUbDjhzzQkrtrkjNl61oOORc844cs4ZbRslYtyAaLRumGTU9ZWfh9ji9z/csXyru9qB1S4tE9C5RQIa1U5GqWLp4s7ccq76WShR2bhxwMKFuRqa5jNtmvheN7as+cxMfpCVSgUol1024OpVdkbwo0diY01ebXhjp68g65ngM+i7p69Ku7OsFFb4ufnP+PKjL2GlMO28On9/4J9/pMfC4I8auFVwICRE7CJpaXgJR++voSnIqn8UZCV5BAUFQchV9KSkjroeso73XN0iY5zv1cdas4Os4eHhSElJgYMJdftISEjA5cuXDb0MtfC2kFFNViUkMlmzoGAGWa2s2NtvTElN35r4Z8Q/GLx/MA48OqB0/twLc3H2xVls674NJTxKqPYiTk5AkSLwefMGLohHAgpepL97J36Z4slJbCzQt694AcnSv7/4RZTLLhnAaoC1bZvxBVlfvwbmzGGPly8vvkeI8XB3zULbxklo2zgJ4wdGY/Jcb2z5003l788OtgYUTcfgrnEY2j0WJYspz4qSQ3KKAnuOuWDNLnecuqJ+m+MyJdKwbNZbtG5ooZlMRs7FRdwW/uWX0uPPn4sNsiZOlHddypw9K9baZKFSAarx9AQ2bwaaN2c33/nf/8Tfoz16yLs2XdF1kDUzKxM/nv0R35/9HlmC8noaRZyLYHuP7bpp/moE1M5kBcTkEwqy5vX+GlqFKURLFGQleYSGhuZ5XKxYMZ0eP//xQrQoTJ17ra6urnB3d9f4WFJyr1UQBISFhaF06dI6fQ1zFcdqHasEL0sqMvJ9R1peoPv1a3bbWnMmCJKZrG/hiQwkAyhYfd/Hx3x20ljDGhs/3ojlXssx69QspdunLj29hOqLq2N5++XoUK6Dai8SEAC8eYOSuIk7qC455dYtQMfJ/3onCMCAAUBwMHtOYKBYSsASf7Q01bEjO8i6f794oe7sLO+aeKZN42/PnDLFfD4vTF5CQoGnnByB5d/Gonc7B0yc44OnL+xUPlzoa+DHFbb4cYUXmtRJRI82CWhWLwnFfDl3XfQgKVmBizcccPisM3YecX2fmZsBQPUPHjvbLEwcGo0Jg2LgYC8gruA/FX2QGYn+/YF588Su8lK+/x7o1s24blxu2MAea9BALKlDby/V1KwJTJoEzJ/PnvPpp0CZMqa5g+bRI/ZYUTwSP9W8vFR6w7yKf4Xhfw7HuRfnVHrtJoFNsLrjahRxKaLx9Zix4TVjeg5P6d8Sjx8DH36oryUZL15sxc0NiIvj7lpycjLuz7FMXkaIEVEIAuseknlLT09HXFwckpKS4OfnB2tj3islo71796Jbt245j48fP46WLVvq7Pi3b99G9er/BSgmTJiABcqqoDN07twZBw6ImWv+/v4FAsTamjhxIhYuXJjz+NatW6hWrZpOX0NX6tevb3JZq4QQQgghhBBCCCGaqFevnsalCvXFYjJZ7927hwMHDuDUqVO4f/8+Xr3f76FQKHD//n2UK1fOwCs0Dkn5UlV0vT0+fxOtBImMDFXlXqs+tvHrcq2WJjY2VuPvLV5c3L4s5c0bwOHxbaBRI+kJdeoAf/+t8WubrBs3gKZNCzx9GG3wCaQLiLVvD2zdqud1GUhsSizGHh6L/Q/3qzS/etHqWNd5HUoX5mSqf/cdsGABvsUsLMQkySkzZohbIE3FpUtAu3b8Ts6zZonZJkR9gwcDuUqQ59G2LfDHH7Iuh6lrV+DkSfb44cNilhYxEioWgH4bZYXFGz3wv50eSEnVvh5fEc8MVCiVivIl01C+VDrKl0xDEc8MODsJcHHKgrOjAJv3VxWCIG75T0hSICHJCrHxVngWYodHz+3wMMgWj4Ls8OylHTIytO9y3bBWEqaNeIdGtVNU+4YyZbR+TaIbmZlis6gHD6THra2Ba9cAY9hEduQI0Lu39Ji1NfDkCT/bjkgLCgIaNpRM0M/Rv79YPsJUvH0LlC0rPVYI7xCMkuKebM4WovTMdPx09icsvLyQOSc3X1dfrO20Fg2Km+cv6xMnxMx2KS1xHLshUVfC1N44urJ1K/DZZ9Jjn34KLFiAkSOB7dulp6xfz29OZ2gtW7bEtWvXDL0Mpcw+yHr06FH89NNPuHDhQs5z6iTvnj59GvXq1TOpWpy6pFBofwKsz+Pp87j6WqtcXFxcUKVKFYO8tpub6nXh8vP0ZAdZMzMBN14Ji7g4cSuEpWHUoo1BCQDS/x4lSpjvP5Wbmxv2DtyLVf+swhdHvkBqJr+d+62YW2i8rTGWfrwUA6sPlP7Zr1ABAFAZoWD9m4aFmc6/6Zs3wJAh/ABr06ZikJU2emhm4EB2kPXECSAjw/BbYY8c4QdYu3YVA8LEiLi4qDTNzQX4bWYavhoVhXlrCmHFNg8kp2gebH0TJX6d4VzbODpkwcZaQGKyFbKy9HsO1aRuEr4dE4WmHyZDvJxR7d/FZD6kLcTChezPmMxM4IcfgD175F2TlP2ce7atW2vcKN7iVa8OrFzJr/m+eTPQrBkwdKh869LG3bvssbJ4IJ5Bli7N/Cx69u4Z+u7pi6thVwEVwg/ty7bH+i7r4eXkpdF6TQEvF+4Nykqflb9+bZmf98kFS8TlKFIEcHPj3tQICDDufzZT2X1utkHWd+/eYejQofjzfVG0/IFVhUKhNNi6fv16jBgxAm3atMG+fftM5n+qNpyc8jYYSOb9oGogf6asi4oXC1Jyr1XX6wR0u1ZDqFKlitGlzquicGGx6YGUd+8A3+KcqISlNr5i1N9hFoMHv4i8OVAoFBhVexTqB9RH71298SiKUyALQEJaAgbvH4zDTw9jZYeV8HDwyDshMBBAroYFElRMMDO4jAygTx9+Aw8fH2DLFgqwauPjj8UmWFI3jdLTxcDBsGHyrytbRgYweTJ73MYGmDtXvvUQ/SjqnYlfp0Xiy0+j8cv/CuP3He5ITNJPp2ltgriqalo3Cd/kBFeJqWvTRvw6elR6fO9eseFU48byriu3pCR+kLVPH/nWYo769RNv9q1dy54zerRYx7VGDdmWpTHeuWBpPBP/8P6cMjdBELDp9iaMPjQaCWnKd0/aWNlgbsu5mFBvgsknBinDu2ZhNfjl1iY1Z7xr4fd39lWYQrSk/7MhA3jw4AFq1aqFP//8E4IgQBAEKBQKNG3aFPPmzcPRo0eVBlifPn2K4cOHIyMjA4cOHcKYMWNkWr1h5Q8k6rpgdnx8fJ7Hzlp0/si9Vn0U9tblWonqeB/u795BzOKxYdwfio5mtyo1ZxJNrwDLDrJmq160Oq6PuI4B1QaoNP+Pe3+g+srqBRsMvE9TMYcg66xZwKlT7HErK3EbkR/jvJWoxt6evb0NALZtk28tUtauBe7dY4+PHs3e8khMT1HvTCyYHoFX555h9Y+vUa+G6QQpvQtnYNLQd7h/KBinNoVSgNXMzJ8v/t5hmTSJv+tC3/78k90Y0MEB6NJF1uWYpaVL+QHUlBSge3cgJkauFWmOdy6Ycw6ZL/U5JiUGfff0xaB9g1QKsJb0KIkLQy9gYv2JZh9gBcQb1vnywHJEwQspsC84EBJimdeEFGQ1CmYXZA0KCkKLFi3w4sWLnOc6d+6M+/fv4+TJk5g0aRJatWql9DhlypTB3PcpHIIgYPXq1bh9+7be1m0s/PNFXnTdTCok312lgIAAjY+Ve63x8fE6D7TmXqtCoSjwb0P0Q2mQVaFgT8rI4Bd2MleUycrlYueCjV03Yn3n9XCyZZyl5fIy9iWabmiKWadmISMrQ3yyeHFAoYAvXsER0m3W37wB8t2bMTp//gnMns2f8+OP4tY8oj1ehtOpU+B2eNWn+Hhg5kz2eKFCYjCemB9XFwHDesbh0h8huHswGBMGR8OrUIahl1WAlZWAdk0SsPu3cISeeY75UyNRsXSaoZdF9KBKFbFUIMv164a9KcV77Q4dAFdX+dZirhwdgV27xGAay/PnYq1zY4+bqRtkPf/yPGqsrIHtdxlFMvPpUakH/h35L+r619VmmSZFodAgmzUpyTJ3OEZHs8coyCobswqyZmRkoHfv3nj9+jUUCgVsbGywZs0a7N27F+XLl1f7eBMnTkSLFi0AiIHWL7/8UtdLNjqlSpXKc0fsOWvftoaCgoLyPC6tRTX7/N+rz7X6+flZbF1euSkNsgJiBEDpJAtCmawqGVRjEK4Pv46qPlWVzs0SsvDD2R/QeF1jBEUHAXZ2QEAArCD8t91LwjP2kMHduwcMUJLQ26GDaTXvMnbNmomlF6QIArBDui+d3v3wg9icg2XmTDrRtgSVy6ZhwfQIhJ19jqNrQjFl2DvUrJwChcIwUYwiXhno2yEOa39+jZDTz/HX7+Ho1joBdnYGWQ6R0fff88sNT5smlt2XW0yM2PyPhUoF6E7p0sCGDfw5+/eLfUiNmapB1oysDHx7+ls0Wd8EL2JfsL/pPXtreyxvtxw7euwoWNLKAvCuW5jXO5ZYMoB3HVyoEASBPcXGRuWy70QJswqyLlmyBNevX895vHnzZgwZMkSrY/70008AxCDr33//jcePH2t1PGPn4OCAUqVK5Tz+999/dXr8/N3gKlWqpPGxKleunOexLtcaGxuLJ0+eMF+L6I9KQVaVJlkQDTJZLXUreEXvirgy7ApG1Rql0vxLoZdQfWV1bLm9xaRLBoSFiTVCWU3lAPGvt3Ejf9smUY+NDdCrF3vcENlZly4Bv/7KHi9dWiwVQCyHnR3QumES5n4ZiX/2vETEpWfYuTgcoz6JQbXyqbC3089e7eJ+6ejUPAGLZrzF3YPBeHX+Obb8+hpDusfBr0imXl6TGKeiRfk3+EJDxbIBctuzB0hjJFC7uQHt2sm7HnPXuTMwZQp/znffAWvWyLMeTagSZA0tbIsm65vguzPfIUtQ/vlawasCLg+7jM/qfGYR5QGkaBRkZSShmDUlaaoJCeLGT8YwLPTtpXNm0/gqNTUVs9/vgVQoFBg9ejR69uyp9XHr1q2L6tWr49atWwCAffv2YYqyT38T17BhQzx7n471zz//ICUlRSdZnIIg5GnEVKZMGfhpEempU6cO7O3tkZoqdg6/cOEChuqo9eTFixfz1O1tbMiK+xaGl6SaswOCF2TlbZMwR+npknuOk+GAaEj/Ozk7G3fnSH1ztHXEig4r0KZMG3x64FO8S+YH5uPT4tF/b38UtyqJRjC9IGtsrHghyLuhb28vbtXj/fwZ1PHjwPLl4j+wnZ24PzP7y81NjBB37AhoceNOX/r0EevNSbl6Vcx+1mJTh1qSkoBBg/j1DefOBWUOWjjPQlno0TYBPdqK5XcyM4GgUFs8eGaHB8/scP+ZHV6E2SI+0QrxiVZISLJCfKICCUlWEAQFHOyz4OqcBRenLLg6C3BxyoKPZyYqlEpDpdKpqFg6DRVKpcHF2cj3/RJZTZwodpoPC5Me/9//gK5d5Q1s8m6Ede0q1mQ1OnFxwIEDwLVr4glAfHzeLy8voHlzMaptL1HL0sB++gm4cgU4c4Y9Z+RIwNfX+ILc796xL0NcEQdvRAAAah7tiogs1epLjaw1EgvaLFCp3JU5o0xWFSkJsvIuk432GsAEmU2Q9cCBA4iKigIAuLq64vvvv9fZsdu2bZsTZD1//rzZB1mbN2+ODe/3ayQlJeHo0aPo3Lmz1se9cOECXr9+nfM4uxSDpuzt7dGgQQOcet/B5cCBA8jMzIS1Dtph7969O89jbddKVEeZrGoKD5csUMXstgnxRIXuVAJdKnRBXf+6GLh3IE4EnVA6/4QQZHJB1rQ0sVmEspLiv/0mdu41SvPnA6qU6/n6a2DZMmDECP2vSQ316wMlSgAvGLsBt28HvvpKnrVMnw7k2qRRQMOG/GZdxDJZWwNlSqSjTIl0dGzO6AAE8VdRVpY4nxB1OTkBP/8s3ghiGTYMuHtXnnImr1+LXe9ZjLJUwPPnYuTx0SP+vDNnxCLtf//NL4RqADY24u/FDz4Q/x9IycwEevYU/xq1a8u7Ph5lWawKAOEuUCnAWtixMNZ0WoMuFbrobH2mjDJZVaQkivqO89FAZaJ0x2w2BR46dAiAmMXarVs3eHh46OzYderUyfnzw4cPdXZcY9WlSxc4OjrmPF63bp1Ojrt+/fo8j/v376/1MfvkOsOJjIzEn3/+qfUx4+Pj8wRZy5Qpg3r16ml9XKIaqsmqJqrHqhU/Vz8cG3AMv7T8BbZWtty5Qe/fdrwgKy+AJbesLGDoUOCEkvjxkCHihatR2rhRtQArIO5/GjkSOHhQv2tSk0IBfPIJe1yukgGnTgFLlrDHbW3FGDXdgCGaUigowEq0078/0LQpe/zVK2DsWHnWsnMnO+vf2xswuvyLuDigfXvlAdZs16+Ld9Xe7wg0JkWLijXLbTmnZUlJ4l9Xxy05tMI7B8w+dwxSIVuwecnmuD3qNgVYc+FtfqVM1veysthBVgcHwNGRml7JxGyCrP/880/On5s3b67TY/u871ohCEKeTExz5ebmhh49euQ8PnDgAO7fv6/VMcPCwrBp06acx+XKlUPDhg21OiYA9O7dG87OzjmP58yZo/UxV61ahZiYmJzH2tb1JeqhTFY1aVCPlYKseVkprPDlR1/i0qeXUM6zHHNekIf4X16Q9do18cTfGMyYAWzZwp/TsqW4PdMoA2tHj/JbTrP06wcYWf10XsbTvXvAnTv6ff24ODGYzvPdd0C1avpdByGE8FhZAWvX8puvbN0qlrfRN94NsJ49xYxLo5GVJaYAq5sMdPKk+MuBV0PGQBo1ApTl+bx9C7RtC0REyLMmZXglDnKCrB7sOTZWNvil5S84PuA4/N3oZD033rULc/eepWWyxsZK7m4EkHPtTEFWeZhNkDUsVwGfcuXYF8maKJQray45OVmnxzZW06dPz9l2LwgCRmvZBWPChAlIy1U5ftasWVodL5ubmxvGjRuX8/jKlStaZd6+evUKP/74Y85jT09PjBkzRqs1EvVoHWS1tJqslMmqM7X8auHfEf9i2AfSaZ3BHuJ/iyEEHpB+nyUni7FBQ1u0SKytyVO9OrB7t5HW3/znH7HOAas6P09cHNCli1h7zkhUqwZUrMge19GGEaZJk9jlCgDgww9VTxgmhBB9KlkSWLCAP+ezz4A3b/S3hocPxSaBLEZXKmD2bGDfPs2+d9s25d2mDKRfP/GvxvPkCdChg/ir35AyM4H9+9njVSHeTc0+l8yvbOGyuPzpZXz50ZewUphNiEZnqCarClSIoFKQVR5m8xMcn+tiyoV3+1MDuQOrubfRm7OKFSvmyeA8ffo0fvjhB42OtXbtWuzcuTPn8QcffJBnm7+2pkyZAi8vr5zHX3zxBe7du6f2cTIyMtC/f3/E5mq//fXXX+P/7N13eBRVFwfg32x6IwlJKEmAhNB7l957E0SKKFJEUJAmKAoiTRERkKqIilQBP3pHepXehdBbEkIN6T3z/XEhpsy9W7JldnPe58ljsndm9iJhd+fcc88pkJ87BFkAZbLqiRNkFdVkzUO/OZvn5uiGXzv/inXd18HbOfuervACQIoG0EBGO+zkXsPQ+xxjmT0bGDVKfEzx4sCOHSptgPa6plw8v/ajVteuAf368Vf0zUySxDfl8+axLGhT2LGDNYzhcXYGli1TWVYWISRfGziQZSjyPHsGfPSRaV7i09JYqR2eYsWA+vWN/7wG27kTmDAhb9eYNQv48UfjzMfIxo4FhgwRH3PqFNC6NZBlI6LZnTjBMmuV2CENbcBW4JXKBXxQ/QOcG3wONf1rmnCG1q1oUf6uqwj4Q/GlIDycRb/zC1GiEQVZzcpmgqyurv913IuLizPqte+/Sv+QJClbVqutmzlzJkqUKJH588SJEzFb29JyDmvWrMFHH32U+bOzszOWL18OjYb/q3f58mXUrVsXnp6e6N69O6K0ZCZ6eXnh119/zfw5JiYGbdu2xWU99l8mJyejd+/e2J+lwn3jxo2zZckS89Cp3CrVZP0PlQswiW4VuuHiRxfRNKhp5mMZGuDBq/4QXbCJe+7WrbJBCZjGMGMGy1oU8fJi92SqDLY/fQq0acO/U9HHhg2AEUrIGIsoyJqeDvTpY/xSE48eaa+3O306ULascZ+XEELyQpLY4pCoxcamTeIFJEPNmCHOYu3Vi5U1UIVbt4DevY0Tbf70U2Dt2rxfx8gkiS1EdukiPu7kSaBVK8ttaBMtsDfBIRR8tQMqa7kAb2dvrOu+Dr91/g3ujsZNErM1Dg7AqwqOuSTDGc/hk3sgPZ19EMovRPfAr+6dKchqHmp5i8izwoULZ35/XdeC3zo6c+ZM5vflypUz6rXVzNPTE3/99VdmzVNZljF69Gh0794dYWFhwnNfvnyJYcOGoXfv3khNTQXAgtQ///wzKlWqxD0vNTUVXbt2xcmTJxETE4N169ZhlLaULLBmXZ9l2esYFhaG+vXrY+7cuUjTEu04c+YM6tevny3btlixYli1apUwGExMw8kJyFJmN5vo6Fe7hymT9T9ULsBkinkWw94+ezGt+TTYa1ia3+sMhLbYBUcoN4uIipKwbU+04pgpTZvGMj5EnJyALVuAChXMMye9xMSwPX+i9rwA8NVXLG1l3z62l1Bk/Hhg1y7jzTEPSpUCGjfmj1+/Dnz5pfGeLy6ONQUR3V80aWK+JjKEEKKPgABgwQLxMUOGAHv2GO85z58HJk7kj0sS2yShCnFxQNeu4vTNIkWArVuBo0eBvXu1R1Hef58dpzJ2dqwWb7164uPOnGENyZ4/N8+8XsvIkLFsDb9eQdaF+defI5sGNcXFjy6iW4VuJp6d7aCSAVpQuQDVsJkIUrVq1TK/P3jwoFGvvWXLlszva9SoYdRrq12dOnWwcePGbJnC69atQ8mSJfH222/j119/xbFjx3DlyhX8888/WLFiBQYMGIDAwEAsWLAA8quVVUmSMGfOHPTT8skkNDQUt2/fzvbYNh07RX///fcYNGhQ5s9xcXEYOXIkihcvjtGjR2Pjxo04c+YMLl26hAMHDmD27Nlo0qQJateujXPnzmWe5+/vjz179iAwMFCn5yXGJ3qRf/lSywH5rSYrZbKalJ3GDl82+hInB55EBb8KmbW0CiAWLbCPe9670/6HXbfMF9ybMoXFE0UkCVi5kjWTUJ2XL9lev1OnxMcNHsz+sLVrA82bA7//DtSpwz9ellkKaY73FUuZNUvcfX3ePOPc36alAT16sIABj7s7qwVLa4mEELXq3Rt46y3+eFoaK9996VLenyspie0oEOVmfPSRShYpZZnVNLhyhX+MvT3wv/+xxcsGDVj0ccsWViOGJyUF6NRJHcXlc3BxYfFiba1Xzp9nf9Rnz8wzr8dxj9Fi1id4Gsavv/Q6yJouAU+9HTGr9Szse38finkWM88kbYRBQdb81PyKgqyqYTMfrVu2bAmAZVtu2LABMUaqfr1v3z5cu3Yt8+eOHTsa5brWpFWrVvjnn39QqlSpzMdSU1Oxfv16DBo0CA0bNkTlypVRv359vP/++/jjjz8Qn6WWnpeXFzZv3qzT1ns7hbtPpceUSJKEX375BXPmzIFjlk4ujx49wuzZs/HWW2+hdu3aqFq1Kpo3b47Ro0fj8OHD2a7RsGFDnD17FmVp76RFaU1UpUxWJi5OMagsg1+TVZJYYgPRT42iNXB20Fn4V2mQ+VhXbOQen3C5FdqtbIch24cgPiUPtUW1kGVWik2UefPazz8Db79tsqkY7vlzdkd08qT4uDffBBYuzF6Uy8mJde/i7SEDWAB3wABV1GetVUt76bz+/fNWV06WWXbXTn7ZYACsdm9wsOHPQwghpiZJ7L3Lz49/TGwsK+OtZZOdVl99BYhaOpQuDfzwQ96ew2hWr2YBVJE5c4CGDbM/1qABO1e0upaUBHTuzCKaKuPjw+K/QUHi4y5eZOuwkZGmnc+m0E2o/HNlHNzJL2NWE2dQDOyX87G3A058fBaf1vuUmlsZgDJZtaCarKphM/+6u3XrBicnJ0iShJiYGHynrRWhDtLT0zFmzJjMn0NCQtCgQQPBGbarSpUquHz5MqZMmQIvUYGkLBwdHTFo0CDcuHEDnTp10umcsmXLokKOJeKuXbvqNdcRI0bgypUr6Ny5MyRehewcAgMD8dtvv+HQoUMoQhEoi9NaclX0O5ifgqycDw7P4IsUOCmOFSrE6hoR/TnbO6ND66GZP3fCVkjIUD44ugTwqDp+PvMzqiyqgsP3DysflwdPn7IElW++ER8nScCvv7IkUNV58gRo1gzIsptAUb16bK+g0qJbYCC72RR1bjp8mHWAUoFx41giLk9YGPDJJ4Zff/p09vct0qGD9lqthBCiBoUKaX9NCw9ngdZoAyv1HDrEFp54NBpg+XJ+OSuzSknRvnWlXz9+t6guXbTXYUhJYSnE69cbMkOTCgoCDh7Uvkh4+TJQtappknJfJL5An4190HVtVzxNeAqEduEem7VUQJHK9VGpEL9sHhET9RKgTFbkuSZrPmo9ZHI2E2QtWLAgBg0aBFmWIcsyZs2ala2JkSFGjx6NixcvAmBZkmO1Fbuzcc7OzpgwYQIiIiKwatUq9OvXDxUrVkTBggVhb28PT09PlCpVCt27d8eCBQsQERGBX375BX6i5ecc7OzssGHDBtSrVw8FChRAr169MGPGDL3nWrp0aWzevBl37tzBd999hw4dOqB48eJwc3ODg4MD/Pz8ULNmTQwZMgTbt2/HvXv38MEHH1ANVpXQWg3A3p7fFj0+nn04zA84Hxx4WawAlQrIsyyf6ovgMepB0B3j1YfuO1F30GRpE4zYOcJoWa379gFVqmiPG0oS21GvyoDao0dA06bsTkikbFmWUZOlbE0ujRuL75ABFt3M4ATFzcjBAVixgm195Fm1SnuSEu+8cePEx1SqxI7TcQ2SEEIs7s03galTxcdcvsx2a7xqBaGzmBigb1/xZocvvwTq1tXvuiazeDFw7x5/vGZNlv4repH/+GPtgdq0NKBnT5b5qjIlSrDAeEiI+LgnT4C2bYExY4x3a7D1+lZU/KkiVl5ayR6IDgQe1eIenzXIqilZ0jiTyKcok1ULHdJUdUh2JUYgSPuwPl9//TX++usvPHnyBGlpaejatSv+97//oXXr1npfa+zYsZg3b15mJmSdOnUwYMAAY0/ZKrm4uKB3797o3bu3Sa5ftmxZHD9+3CjXCgoKwhdffGGUaxHz0akaQMGC7JOxkqgoIEszPJtF9VjNL8cetS7YhOPg7HAI7QI0/28f/7xT87D95nYseXMJGpcQdEASSE0Fvv4a+P577bvfNRpg6VJWY051wsLYXr6bN8XHFS/OGlf5KHSNzemTT1jXi+XLlccvXQLWrGFF/iysbFnWwVrUdKpvX3ZTqK23F8Bix3/8we6bRfz9WWDe01O/+RJCiKWNH89ii7//zj9m715Wj/qXX8RVZF578IAlbN6/zz+menX2vqsKcXHiaLOvL7Bhg7ju6mtTp7ItMYsX849JT2dvQsnJKur4xRQrxgKtzZpp/ygxaxbLfl29mpV9MMSLxBcYsWvEf8HV10Lf5J5TCjdREVlqUGirc0CERPcw3AST/JTJmsdyATpuViY6sKm0PR8fHyxZsgQajQaSJCE2NhYdOnTA8OHD8fTpU52uceHCBTRp0gQzZ86EJEmQZRleXl5Yvny5zlvPCSF5o3OQVetBNo7zwYGCrCZUuHC2FMSsGQq5PKkCvMietXA76jaaLm1qUFbryZOsadX06boFWFesUGmA9eZNVidO211RyZJsm7+uNyWSxDpHiQKyEyaoJtN9yBCgVSv+eGIi8N57wMiR4sysS5fY78XAgeLjPDxYgLUY9dkghFih1/VZ27QRH7dpE1vIWrSIxQh59u9nSZ9nz/KPcXJi76VZWj1Y1pw5LD2TZ8YMtjipi9f/Q7XVp5FlVix8/nydp2kuAQEs0FqunPZjz55lAfMFC1jZWX1svb4VlX6qlDvACmgtFZAtekCF0POEMlm10JLJmpQEJCQoD3t5iRuzEv3YVJAVANq1a4eff/4ZANvin56ejoULF6JEiRLo3r07fv3111xZknv27MEPP/yAxo0bo2bNmjh69CgA1kTLzc0NmzZtQmlDl70IIXrTKX6qtXBrPkCZrOYnSdmCfqVxCxUg6JSh8OFbhox5p+ah6qKqOHL/iPDpZJklcjZtyrYqausNBbAPSX/+qYqEzdzOn2cBVlHaEMDaBx8+zPYE6sPTU7xf/s4d4Lff9LumiWg0wJIl2jMH5s4FWrYEHj/O/nhsLDB6NFCjBqBt84edHSs/ULVqnqZMCCEW5eDAXsuqVRMf9/Ily+yvXz93yW9ZBmbOZItc2jrQT5sGVKyYlxkb0bNn4s5b5cvrv7Kq0bDFydGjtR87fDgwebIqmkhmVbQocOAAkKOlh6L4eLaDJCiILVhrq+EblRiFvpv6ovOazngU9yj3AQnewL2m3PNzLcRTkDVPDAqyPn3KVq3zAy0FV6lUgPnYVLmA1wYOHAhfX1/07dsXsbGxAICkpCRs2LABGzZsyHasLMvZut7LspyZwVqsWDFs3LgRNWrUMOv8CcnvKJNVR5TJahnBwcC1a5k/dsVGXAXnLiy0C1BfuVbo7ajbaLK0CYbXGYGRVb6FnOKKxESWYZGYCNy+zcqMvioNrhN/f1Zvs2lT3c8xmyNHWKcuXpmP1ypUYEVnDW1COGQI8OOP/FbTU6awvfgq6GASGAgsXKi9JMDhwyyYWqMGuymMjmb//F++1O15fvlFe/aXzUpPZ3uMU1PZ91m/fHzY3TbtVCJqFRUF3L3LAlt2dv99aTQsupQPa394eADbt7OFR21JaqdOsUaDpUuzBS1PTxZoO3ZM+/M0bcp2EqjG9Oni989vvxU3gOSRJBa8dXJiUWWRSZOA589ZRq2K+lgUKQIcPQp88AGwcaP24x8/ZnV2p00DPvqINYN0cfnvy9kZOPNyJ4b+PRARsRH8C93sAMjK/88L4THq4kT2BynImideXuzvRylm+gx+SIYjnKCwWykszPA6EdZESybri3DhMDEimwyyAkCXLl1w9epVjBgxAhtfvdpmDaCKtv7b29vjww8/xHfffQcPDw9zTZkQ8kqeg6yipTpbYkCQVdSZk+gox4fkLtiEb/GV8rEPGgBxfoB7jpI1GRLwsAHki+9j7vddMTdR0NRJR506scxIX988X8r4tm9nHUm07dGrWhXYswfQo2FiLs7O7EaQ1+3r8WOWHqqtQ5SZvPMO27YqqjMIABER7EtfEyawG8985+FD9nuwaZP4xqNqVRbpbsCprUyIJbx8CXz2GSu2zNvzrtEAb7wBfPEFewPIR4sFr+tLN2igfd0uIwO4fl2/6xctCixbpqI44sOHbJ87T506QJcuhl9fkoBvvmGB1okTxcfOn88+Zy9ZwlKLVcLbG1i/ni0qjhqlW0mA2FgWX1ZMENa0BIqtAqquACqsA5wVftEEpQI6YwvskKXZpqMj+8UiBpMklixy65byeAT8EYx7uQcePswfQVbe/a9GAxQogBeCPrMUZDUutbx1mERAQADWrVuHS5cuYdiwYQgKCoL8aouDLMu5vsqVK4fx48fj1q1bWLBgAQVYCbEQymTVgSxzUzi4xd9BmaxGkaNGaE2cRQA4WZPQADc6/ffj81LA/snAvNvAH0eAcx8CiXmLijo5sXuezZtVGmBdtYq1htZ2x1OrFos25iXA+lrfvqwoH8+MGap5nZAkVjtQl92a+nq9uzNfiYtjkeUyZVgQQNvf88WLQOPGLK1JJfV6ST63bx9QuTIrbSIqKpqRAfzzD3t9bdECuHDBbFNUg0qVgG3bjN+spVIltntA19KmZjF5Mms+xTN9et6D7JLEOnxNn6792JUrWccwlW3DliSWmXr6tBHKPGQ4APebAlt+B2ZGAv9bDdxoB6S/KlyZ6gzcass9vStypNSWKKGiqL31MqhkQH5ofvV6K5wSb29Ao9GW6EqMyGYzWbOqWLEi5s6di7lz5+Lp06e4evUqnj9/jsTERLi5ucHPzw8VK1aEF7VUI0QVqCarDp4+5X7gDpcCAU7JLAqyGkGOTFYJLJt1IZSbRzjv+wlJB74BkjyAVHejTqVcOWDNGhXX2vztN+DDD7Uf17gxsGWL8ba+2tuzrZNvv608Hh0NfP89+1IBe3tWI7BWLZZ1ymtMoKvixVmybl4Sm6xOejqwdCnw1VdAZKR+52ZksMDCrl2sy02lSiaZIiFCiYks2D93rv7nHjjA6on0788yEvNJxlyjRmydZORI3baJa9OzJ9tVoIJqMv8JDWUZzTytWwPNmhnv+caOBdzdWfFSUf3VbduAdu1YSrFr3nfjGFOlSizQOno06+2VZ2kuwL+92JcmBXCKgZMzkJyq/Ivijlg0x/7sD1KpAKMQ7cjL182vtNRj1XYIBVmNK98tp/j5+aFJkyZ466238O6776JLly5o0KABBVgJURHKZNUB5wNDMhzxTFZOZ3RxMX7GR76k8EE5V3ODLJLinYDYokYNsDo7s+1wZ86oOMC6ciUwaJD24zp1YsEtY9cWfOstFrXkmTcPCBcUqLKAXr1YYlpIiGHn29uz++OrV/NZgPXsWdYmfOBA/QOsWV24wH5nZs9mgVdCzOXcOfY7bEiA9TVZZtnbpUuz/c/55He4eHFgwwZg69ZcG010ptGwha7Vq1UWYAVYZr7o71JbHVVDDB3KdqFoq/F66BDQtas4y9ZCXFyAn35i67elShnxwhmOQKIvkqP4W4faYSeckeP/CQVZjYIyWTl0iKBSkNV88l2QlRCiflSTVQecDwzaSgXko5JtpqPwQbkJDsELpv+98/ICxo8H7t9ncSDV3Qy+tmED0K+f9i7EffqwImouLsafgySJtz0mJbGML5WpUoVl4LRvr995jRuzGOH06Sr+vTCFffuAhg316xAnkpzM0p/atmWlBwgxtcWLWW3VLA0V8yQ+Hvj8c2DAgHwTaAVYX8V//2XltvUpFerry0qBjx6tws9I584B69bxx7t3Z8F5U3jnHVaHSNv7899/sxTg1FTTzCOPOnViycD/+5/p/lflpLjwTkFWoxAFWbn3QPkhk1V070tBVrOjICshRHVcXfkfkKOiXsVtKJNV8WFqemUG3t5AyZLZHnJAGjpim8me0tn7Ob765iUePGBxwUKFTPZUebdjB0vJFNUSBIARI9j2blM2zmjRAmjZkj/+++8sYq0y3t4sK2vKFJa1zKPRsODqihXAwYNGqEFnbV7Xo9Slw4m+9uwBevTQvlBASF5s3AgMHgykpRn/2suWsdfZfPQ77OrKKsVcugS8/764shQANG3KEuGbNzfL9PQ3aRJ/zM4OmDrVtM/fvj0LomrbabJ5M/sfru1930Ls7Fj1oNOngd1/p6NMbdO97zsgBR2wPfeAaGcN0ZlBmaz5IciqQwRVFIfV9lpJ9JMvarLm1d27d/Hdd9+hadOm6N27t6WnQ4jNkyT2fvD4ce6x9HTWDbSA6N3g+XPTTU4tDMxkJUbSvDlw5062h7piI1aij2HX06QCPtcBhwTAIRGwTwLsEwH3x0DQASSV34i5Gif4h36PwbUGQyOpdI10/362TV9bRsuUKax2pjnShqZNA/buVR5LTWXjv/xi+nnoSaNhu0Q//JAlMyUns/vcnF+OjpaeqYVcvMgCAPHxuh1fvTrrEqfRsK+TJ7X/nu7cyfabDh2a9/kSktOjR7rVrAbYCoq3N8tMTU8HbtzQbdfOggVAgQIs8piPlCvHYswZGUBMDCvDnfUrOZklFlavrsLs1dfOnGGrbTwDBogbPBpLw4asLECbNsofzF9bs4Zlvf72m2obPF15chkT7g/EjQ6n2F/+9TeBJ5WANGcg1YX9N80FiAkEEgxrwtkc++GJmOwPOjoC9esb4U9ADC4XIMsq/sduBFSTVVVsJsh66dKlzO/Lly8PByNlxhw5cgQtWrRAeno61qxZgzZt2sDHx8co1yaE8PGCrAB7kyggejfID0FWAzJZKchqRM2bsxuJLN7EZlTBRVyC7kVSK1dPRFz5RbgbMA1weyY8NjYlBUN2DMHqK6vxa6dfUdbXDDdX+jh+HOjcWXtttlmzgE8/Nc+cAKB2bRb43bBBeXzJEtZsxtBifiZWpIj+pQNs3vXrrNnLy5faj61fn9XWeOON7I9fvMjKVVy+LD5/zBiWEV2unMHTJSQXWWZBMm2fV5ydgRkzWKA/a+Dq5Uu2QDR3LpCSIr7GtGks0Dp2bJ6nbW00GlZmxyrr0YuyWJ2cgK+/NttUULUqcOQI2zohqnv9xx8snXj+fFUFtJLTkvHN4W8w/dh0pGW8yhr3P8++lKTbwS38TVR6NAOXDpZEYqLuf5YJUMgurl/fNGWR8iFhkFVTDFCqkBIXx1ZXrPKFQEfPBPcQVC7A7NS5zGSAatWqoXr16qhevTru3r1rtOs2atQItWrVgizLiI+Px++//260axNC+LRWA/DlF5wXvtHYCk4mKwVZzUShk68dMrAe3fAGTnBPc3Nj9yrjxrHye5fOueDWyhFY2H0y3B11a4x15MERVF1UFd8e/hYp6Vpurs3l5EnWZVhbVuE335g3wPraxIn8sbS0fJflZdXu32clIJ48ER8XFAT89Rdw9GjuACvA/iGePg189pk4GJCUBLz3nvZAFiH6+Okn1vBPpGZN4Px51uU9Z2aglxcLvl69yvZBa/PFF0Zqs07M4tQpYLvClvPXBg0CAgPNNx+ANVTbt0/8+RsAFi5kBW5VUqbi6IOjqPZLNXxz5Jv/AqxadKvUBTfnLMCJHSF4/FjCH3+wMt1+fqz0gBIP+wT8gX5ogOO5B1Vbj8L6FC3KHwuX/cH9rbP15leie18/lpVNQVbzsZkgKwDIJnoxHzBgQOb3f//9t0megxCSndYgq7Mz4M4JSsXEqLLTqVFRJqtlFSkCVKiQ6+FSuI1/UA9hP23BiRPAlSvsc93LlyyWFxfHmhN9++1/iXEaSYMhtYfg6pCr6FC6g05Pn5yejK8OfIXqv1THkftHjPfnMsSxY0CrVuzfnciXX7KuXZZQpYo4ELF0aa7yD0SFIiNZgDUsTHzcBx+wVYzu3cUBVCcnFqg6eBAoXJh/3NmzrMQFIcZw7RrLkBb58ktWc1hbBnVICOvos3u39ky5oUOBlSv1myuxDFEWq7MzC5pbQoUKrEartozAH38ERo60aKD1ecJzDNwyEI3+aITQZ6E6nVPUvSg29NiAdT3WoagHi+Z5eLA+njt3srW91FQgIYG9Hd24wao6XL6QjmduQeiHZcoXpiCr0Tg68vsSJMtOeAHODaSt12V9+pQ/9mphhIKs5mNTQVbJRNsSqlZlWz9lWca///5rkucghGSnU18rP0G9JFsuGZCaCkREKA6FS/zMBmp8ZWScD80SgIAL2/HGG6yMXrFirHYmL/vhtWKexbD1na1Y3W01/Fx1qwV29elVNF7aGAM2D8CzBAtkcB8+zOq0xcaKjxs+3PLZohMn8gNuaWksy5aoV2Iiy5a+dUt83DvvsBq7oo5hOTVurD349N13rCQGIXmRksIyo0XN2nr0YK+X+pQ+a92alUQRnSPLLFq0b5/u1yXmd+IEi+jxDB5s2Q901auz+fESHV6bN48F9jOU9m+bjizLWHZhGcotLIffz+u+A/XDGh/i6tCr6Fq+q/A4SWLrGYULs+TemjWBSmkX4BjNCXK5ubGyRcRoRL/+wrqstiyPmazU+Mq4bCrIaqpMVpcsK8NRuhSZJ4TkWZ6DrKIVPWsXHs7NDgi3K849jTJZjUyUmbB/v0GXlCQJvSr1wtWhV9Gniu5NtP648AfKLSiHP87/YbL3wlwOHNCtRMCHHwJz5li+PlulSiyzkWf5cu0BPGI5n33G0sBFOnVi3W60rWgoadmSdWLnychgNVy1LSgQIjJ5MutkxxMQwLb1G/J62bYtsHq1uOlQejoL8tryZyRrpy2LVQ21devWBbZt076Y9fPPwEcfmS3QGvosFM2WNUO/zf10XnguVbAU9r+/H4s7LYaXs5dhTyz6zNeoUT7uUGkaBjW/ys+ZrH5+SEtjZWmVuLmxjT3EeGwqyGoq9+/fz/zehYpWE2IWOgVZRXWhbPkGgvNBQQYQkVGEexplshpZkyb8G+Fbt/K0au7r6ovlXZdj57s7UdyTHzjP6nnicwzYMgBNlzXF1adXDX5unezdC3TowPbMibz7ruEBA1MQZbOmp1M2q1pt2cLq/Ik0b85qsOal8el33ymWAcl05w7bAkuIIY4dA6ZPFx+zdGne9m126wZo6x8RGcmabqmkZibJ4p9/WOkHno8/FhelNKcmTYBNm7QHEH/9FRg4kL3HmkhiaiIm7J+AKj9XwaH7h3Q6x06yw+f1P8eljy6hWXDuOvt6EQVZqVSA0RkUZLX1TFYt5QJEfUKpVIDxUZBVB2vXrgXAMowCKBWMELPIcyarLTe/4nxQiII3kjKUlyL9/Ggh3egKFmTb5ngOHMjzU7Qt1Rb/DvkXw+sMhwTdApWH7x9GtUXVMH7feCSkagmCGmLXLqBjR7Z9W6RXLxYwMCSr0FQqVAB69uSPr1gB3LxpvvkQ7cLDWUBIpG5dYPNm/UoEKHFxAVatEgdqlywRb+UlRElyMtC3rzijb8QIllGdV/36AXPnio/Ztk37wgUxP1GTRhcXdWSxZtWmDbB+vfYPmH/8AfTvz0rzGNnft/9G5Z8r45sj3yA1I1Wnc6oVqYZTH57C962+h4tDHhOoUlKAI4La+BRkNTpROCYCnIwSW89kFd33+vpSPVYzoyCrFsuXL8eqVasy6702bNjQwjMiJH+gTFYBanqlHiYoGZCTu6M75rabi+MfHEelQpV0Oic1IxXTjk5DpZ8qYdctLR2s9bFhA9C5s/bGcu++ywKW9vbGe25j+fprfjZrRgYwdap550P4MjKA998X19iuVAnYsUN7fUBdVaum/Xdg4kTKAiT6Wb4cuH2bP16hAsukNpbhw7U3axszBrh0yXjPSfLm2DFgzx7++JAh4gZ9ltKxI8to1bbfeMUKVjM7JcUoT/so9hF6reuFNivb4HaU4N9WFi72LpjeYjpODTyFGkVrGGUeOH2aXzbJy4u9pxCjonIBOSQn85vPengATk4UZDUzFd79iJ06dUrrMSdOnMBLUU60FklJSbh9+zbWrVuHXbvYzaksy5AkCf379zf4uoQQ3YkKcFMmq3ImKwVZLaB5c2DmTOWx/ftZIMZIW+XrBtbFuUHn8OOJHzHp4CQkpmnJJAVw9+VdtFvVDj0q9sDs1rMRUCAPvwgrVrBMFG1b/vr2ZdtV1ZTBmlX58uxG788/lcdXrWL1PytXNu+8SG4//CBerHBzY1lUxu7YMGYMsH07Pzvp9GnW9K1JE+M+L7FNGRnArFn8cQcH9rpj7JJkX30FnDrFslaVJCez18LTpwFXV+M+N9GPLANffskfd3UFPv/cfPPRV7t2rKzLm2+Km7qtW8cCkuvXG/z7np6Rjl/O/oIv932JmGROYElB+9LtsaDdAgR7Bxv0vFyi96imTdX7WciKGRRkDQtjn19t8e9DtBBNTa8swuqCrHXr1s3MKlUiy7JRA6Gvg6uSJKFXr1544403jHZtQgifaFUts/9cfm18ZUCQleqxmkjDhixbU2kLXFgYq81aurTRns7BzgGfN/gcPSr2wLCdw7DtBufmOYe//v0L229sx9dNvsbIuiPhaKdn7Yiff2ZZNNp88AGweLG48YoafP01sGaN8tbdjAxW9+7wYfX/OWzZqVMsSCQyfz5Qpozxn9vOjmUeVqnCb3Q1cyYFWYlutm0Drl/nj0+dappsN0li5S2qVgUePVI+5upVYPRo9hpPLGfFCvGW86FDgUKFzDcfQ7RuzRantJUT2rmTBWW3bmVZdno4/vA4hu4YiguRF3Q+x9/DH/PazsNb5d8SxhAMRvVYzU4YZHUIApSqRqSmAo8f2+YNkZamV0CWe2cFlMlqfFZ79yDLcrYv0ZihXwCrwyrLMlq3bo3ftRWSJ4QYDZULEMjSjC8rbh0iUCaryXh4AHXq8Mf37TPJ0wZ5BWFLry3Y0GMDAjx0+8uNT43H2L1jUeXnKthzW7AlMacZM3QLsA4ebB0BVgAoWxbo3Zs/fuwYqyFHLCM2lv39iOr39ezJak+aSlAQ8MUX/PFt21iAihBteLsdAKBkSZY5bSp+fmzBQBRcWrQI2LjRdHMgYi9esEA3j5sb211hDZo3Z0FUNzfxcYcOsfrDovS6LCLjItF3U180WNJA5wCrRtJgxBsjcG3oNXSr0M00AdaEBOD4cf44BVlNQhhklQWDnPsnq6el6RUg/qdGQVbjs4I7odxyBlVN+Txly5bFL7/8gh07dsA5rw0VCCE6o8ZXHLLM/ZBA5QIsxAx1WZVIkoSu5bvi2tBrGFV3FDSSbm/p159fR+uVrdHtr264/1LwgVOWWSahLo02hg5lmVDWEGB9bcIE8baxzz+37cUaNRsxQly/skQJFhgyxU1zVh99JA4WiLaAEwIAJ0+KMxQ//dT021dbttQepPvgAyAy0rTzIMq++EL8mXXYMPHnXbVp0oQ1yNSWpXrqFDtW8HuXmp6KOSfmoOyCslh+cbnOU6jlXwunBp7CnLZzUMCpgM7n6e34cX6N2UKFWK1lYnTe3vw+l0/TvJEMzm4tWw2yil4/dCgXQEFW47O6cgF/KGSWyLKMAQMGZK5Qff755yhXrpzBz+Ho6IiCBQuiQoUKKFasmMHXIYQYztOT3T8rrank60zW6Gju9tVw+yCAk/hFQVYTat4c+OYb5bEDB9j2cxMGHz2cPDC7zWz0qdIHg7cNxumI0zqdt+HaBuy8uRPjGo3DmPpj4Gyf5RNrUhILMC1bpv1Cn38OTJ9u+oCXsZUpwwIcP/ygPP7iBfuzUUareR0+LP5/bmfH6ul6eZl+LgULsuDTvHnK4ytXsn/7RYuafi7EOvFeXwDAx4fVuTaHqVPZot+ZM8rjUVHs9W657oEsYgTHjwO//sofDwgAxo0z33yMpWFDtpOnTRvxPuUrV4B69VjjrKpVsw0dvHcQw3YOw5UnV3R+Wg9HD0xrMQ0f1/oYdhoz1N7UVirA2j4XWQlJYrv+79xRHn+EogiCQkCVU27N6lEmq+pYXZC1b9++io8PGDAgW3OqMqao0UUIMRuNhq1UKr0pJCWxck8u+TGTVbAKG25fgoKsllCvHuuqm5yce+zZM3YTUaWKyadRvWh1/PPBP3o1hEhMS8SEAxOw9MJSzG07Fx3KdAAiIoCuXVmWiTbffsuadVjrjcTEicDatfwP3kuXsi3pVHvTPFJTWVa0yMSJQP365pkPAIwaBSxcqNzwLSWF1YWdNs188yHW4/ZtYMMG/viQIeZrOOXoCKxeDVSvDsTFKR+zYgUwcCDQuLF55pTfpaayxUyRefP0rluqGrVrs7IArVqxWpg89+6x1/SlS4Hu3REeE44xe8ZgzZU1ej1dj4o98GObH+HvYcaam1SP1WICAvhB1nAEKAdZbTWTVYearBRkNS8r2tdHCMlvtJYM8PRkTYeUPHum3NTG2omCrBn8bCpbrPOuGs7OQIMG/HETlgzIyU5jhyG1hyB0aCjeqfSOzufdjrqNjqs7YszkhkirUU23AOvcuSzDxloDrADbCj5/vviYjz/mbwckxrVwIVuU4Gnc2PxZXUFBQPfu/PGff+YHrUj+Nnu28nYcgL1vfPKJeedTqhT7NyYydCgL/hHTmzsXuHyZP96hA1vwtGaVK7NyGcWLi49LSAB69MDxvi1Qbl4ZvQKsId4h2NF7B9a+vda8AdboaOC0YOcQBVlNSliXlVc+zVaDrFQuQHVsKshqkoLWhBCL0RpklSR+yYD0dODlS1NMy7I4HxBS4IAnKV6KY05ObFciMSEL1WXlKepRFH92+xMH+h5ARb+KOp3T/xzw7dRjsH+spdSGRsM6Vg8fboSZqkDnzuyL59o1qr1pDo8eAV9/zR93c2OZdqauX6lE1Jjo5UuAGqOSnJ49E5e96NvXMt3i+/QBunXjj1+5AixYYL755FcPHrCsfB4XF7YAaAv3tqVLs0Br6dJaD62/fD/+XJGAAknaL+ti74KpzabiypAraFe6nREmqqcjR/jJHMWLs6Z2xGREQVZuI2BbDbJSuQDVsakgqyzLZmuKRQgxPWp+pYCzrTkSRbin+Pvbxud0VRMFWQ8dEndJN6GmQU1xfvB5zGnDb/7glAos2A4s2QI4KeyIzsbBAVizxnx1BM1l3jzxtt0pU/j70ohxfPYZt940ABaA1ZYNZSo1awLNmvHHf/zRYv/GiUr99BOra6REklg9aEuQJGDOHHFDt4kTWdkYYjrDh7PsTZ4JE4DgYPPNx9SKF2dBycqVtR7a6QZw4jegoqDCQLfy3XBt6DV81fir7PXkzYnqsVqUQZmstlqTlTJZVcdmgqxRUVGZX6V1WCkjhKifTkHW/Nb8irMKy/1AAarHaha1agHu7spjMTHA228DDx+ad06vONg5YETdEbjxyQ30rZq9rnmlx8DpX4GhuvTK8vICtm0Tb522ViVKAJMm8ceTktg2WlrINY1Dh4BVq/jj5coBI0eabTqKRNms9+8D69aZby5E3RITxdmgb77JGu9ZSmCgOGs8NpYtehDT2LQJ2LyZP16+PDB6tNmmYzaFCwMHD+q0jb78M+DMYmDYCQBZ3nbL+pTF3+/9jXU91qGEVwmTTVUoLY0tVCxezD+GSgWYnKgMWoRDkPJATIxt7nKkTFbVsZkgq6enZ+YXlQ0gxDZQJqsCCrKqk4ODuFnI5s3sxmn2bItlvBV2L4ylXZbi2IBjqFGoGoafAE4vBio/0X7uVV9g5JT6uF+nrOknaikjRwKVKvHHd+0Cli0z23TyDV2aXS1YwBr3WFK7dkCFCvzxH36gIDxhli8X3/SKAvbmMnIkW7zg+fNPFhAjxvXihfZmV4sWWf71zkRSPT0wf0pHLGrgpPVY53Rg3i5gxyogOMkFM1rOwKWPL6FVSCszzJTj1CmgTh3WEDE+nn+caOcDMQphJqujIAvcFksGaGl8JctAVJTysKOj+fov5ic2E2QlhNgeb2/+WOabhSjIaouZrJytLhRkVQFtmQvx8Sw7pVYtFnQVbRU0ofr2wTiz0Q9zd7GbGG02lwXqDgTmvtiBcgvL4av9XyEuxQYb/Tg4sJtbkVGjaButsc2bB/z7L3+8Z0+gRQvzzYdHksTBsXPngMOHzTcfok6yzMpH8NSrJ26UaC6Ojtprr1ITLOMbORJ4LNgH36+feMHWiu28uRNVFlXB8L2f4uNWyej3JpCsQ4ntdreAm7+64LMX5eBoZ4HgsywDFy8CQ4YAdesC58+Ljy9ThmWLE5MSlwsQpLnaWsmAjAzg+XPlMQcHoEABxMayViVKvL2psoUp5Jsga0xMDP78808MHz4cLVu2RPXq1VGmTBnUqFEDrVu3xqhRo/C///0P8aJVKUKIWVG5gBySkoDISMWhcA2/VqFoSw0xorfeYk2htLl4EejShXUj69CBdSc3x4e+1FTgl1+AKlUg7dmj0ylTGgNdewKxr0qeJaUl4dsj36LM/DJYdmEZMmRO0wdr1aABMHAgf/zlS2DwYMpYNJbwcHGZBjc3dTUd690bKFqUP06ZzuTkSeD6df64mrbht2jBFjF4rl5liyDEOLZtY837eAoWBGbMMN98zOTq06tot6od2v/ZHqHPQjMfX1YdaNwfiOBUWsrK7vkL1qCyXz/zfF5KTAS2bwc+/pjVk61WjX1W0+W93xZLKqmQ6N4mPNkX3L8pW8tkffmSH0H19QUkiUoFWIDNB1lv3LiBvn37olChQujTpw8WLlyIAwcO4NKlS7h16xYuXryIffv2Yd68eejVqxf8/Pzw8ccf4969e5aeOiH5HpULyEFQ0zPclV+LmjJZzSQ4GBg3Tvfjk5KAHTtYdkSJEkDt2sDGjcYP4GVkAKtXs63OH32k07+LOAegWw9gYnNAVvik8CjuEfpt7oc6v9bB0QdHjTtfS/v+e6AIv5Ectm0T1w8luvviCyBOkBU9aZK6XsCcnIARI/jj69ZZLEOdqIQoiFaqFAsUqcmsWeImWJMmiTMviW5eL9CJzJ4t/kxrZZ4nPMewHcNQ5ecq2HVrl+IxpwKBWoOAE7q+zC9bBpQuzXaVmCKR4v59Fsj18QE6dmS7W8LCdD+/XDk2N2JyTk7sr0lJYpojouGpPGhrQVZqeqVKNhtkzcjIwOTJk1GlShWsXLkSKSkpkLPcuL7+PudjSUlJWLx4MSpWrIiZM2eafd6EkP9QJmsOgtX7CHt+JquaYhQ2b8oU4PffxbUueM6cYdmwnToBd+/mfS6yzDIxatRgGXi3bul02uUAB9QaBGwQlJ987eyjs2j0RyO8tfYtXH8myN6yJgULai8bMHw4N6uc6OjMGWDlSv54hQrigKalDBzItuApiY0Ftm4173yIeqSkAGvW8Mc//hiw02F/tDkFBIizyePigIkTzTYdm/Xpp+JSM+3bA++/b775mFBiaiK+P/o9QuaFYMHpBUiXxXWJHhUAmvQHZjbQcc9ySgprPFWyJPvdjInJ+6RTU1ld7QoVWCA3MVH/a7z7LnD0KD/yR4xOXDKAM2hr5QKo6ZUq2WSQNSEhAZ06dcKUKVOQkpICAJnNsGRZRmBgIOrVq4eWLVuiXr16CAgIyAy2vj4uMTERY8eORY8ePZCcnGyZPwgh+RxlsuYgWH0Nz+Bn3lGQ1YwkCRgwAAgNNfyGaft2oGJF4Lvv2M2Evp4+BebOZcHVjh1ZeQJdSBLw+ecIuf4E7/WYClcH3SvhbwzdiIo/VcTH2z5GZJwNBB/ffBN45x3+eFQUC5hQ2QDDyLL27tkLFvCDmZb0uswHjyiTkdi2Xbv4d7Majfg1xZJGjBA3dfv1V3HdZCK2cyfwxx/88QIFWCkfKy+MmJ6RjmUXlqHMgjL4Yt8XiE6O1vnc5uXaov3GK8DevbrXuIqLYwvbJUqw+sGnThn2nnzsGPu89Pnnhu1EKF2azXvlSgqwmplBQVZby2TV0vQKoCCrJdhckDU9PR1du3bFzp07IcsyJEmCLMuoVasWli5dimfPnuH+/fs4duwY/v77bxw7dgwPHjzAkydP8Ntvv6FGjRrZzlu/fj169eqVLeOVEGIeeQ6y2lomK+eDgQwgPJH/P4tqslpAoUIsG2L/fqBsWf3PT0xkpQeqVQPWrwfu3WPb/nmSk4ENG1hw0N+fNde4cEH35wsIAPbtA77/Hq5uXviq8Ve48ckNvF9V90BxupyORWcXodS8Uph8cLL1N8eaN4/9PfJs2gSsXWu26diUzZvFTaJ69lR3d+b33uOP7doFPHlivrkQ9RAF2Fu1EtfztSQHB3ETrIwMddWStSbR0cCgQeJjZs+26kZJsixj161dqLG4Bvpt7oewGN2315fzLYcdvXdg57s7UcGvAqsTfOkS0K2b7hN4+RL46SfgjTfYYsH06dq3+EdHA8ePAx9+CDRsCFy5ovvzveboyLLAL11SR3PGfEh0fxPBa35la0FWKhegSjYXZP3iiy+wZ8+ezIxUb29vrF69GidPnsT777+PgpzfJF9fXwwYMACnT5/GihUr4O3tnRlo3bJlCyaJttIQQkyCygXkwPlgEA1PJKQqd1wtWBBwdjblpIhQs2Ysk3TKFHHdO55r14C332b1Xj09WWfbDz5gtVU7dwZq1WKfMl1d2U3Jli1AWpp+z9G9O7tJyBHUCigQgGVdluHUwFOoX6y+zpeLT43HpEOTUGpeKfxy5hekZeg5H7Xw9WU3biKffEIBNX2lpLCMIR4nJ1YXV806dgS8vJTH0tPFW8aJbXr5UlwqQhSYV4NmzdgiHc/OnYCODRNJFp99Jg74tW7Ndr9YqXOPzqHVilZot6odLj2+pPN53s7emNd2Hi59dAntSrfLPujjA/zvf6z0kr6fm0JDgS+/BIoVY6/RFSoALVsCffoAw4YB7dqxRlZeXqzR5W+/6Xf919q0AS5fZuUK6EO2xQgzWe1KKA9ERrKeCLaCygWokk0FWc+ePYsff/wxM8AaFBSEkydPoqeoc6aCd999FydOnECxYsUyA63Tp0/H5cuXTTFtQgiHqKylTkFWWysXwKkjxN0SAyoVoApOTsCECayT+p9/svqohtRsjYtjnauXLGFbC7duBc6eBR49Eme58pQqBfz1F8vGFHzKqh1QG0f7H8WabmtQ3JNf+zenx/GP8dH2j1Dpp0rYFLrJOneEdOsm7hT8/Dkwfrz55mMLFi0Cbt7kj48cybZ/qpmTE9CjB39cVGuW2Kb//Y/tKFDi5gZ07Wre+RhixgzA3p4/Pno0v4s1ye30aVZqgcfDg41bYZmAey/v4b0N76Hm4prYd3efzufZSXYYXmc4bg2/hWFvDIODHackzOvSS5cusZ0NhoiOZgvV+/ax1+QFC9hOA0ETWS6NhgVlv/uOlc7YtQsoU8aweRGjEQZZ3QR/P/o0M1M7KhegSjYVZJ00aRIyMjIgyzLc3Nywa9cuhISEGHStUqVKYdeuXXB1dYUkSUhLS8NEKvxOiFk5OLDPoEpiY1mdejg4sAw/JfHxhhWvVytOJit3SwwoyKoqnp6sJt+qVSz78fBhltEnWigwhYAAYPFi4OpVFkDU4QZPkiT0rNQToUND8U2zb+DmoHt2yfXn19F1bVc0+qMR/nn4T15mbhkLFoj/jv74A7hxw3zzsWZRUcDkyfxxX1+WhWQN+vThj50+DVy3kUZwRDeiwPpbbxm2k8HcypRhtaZ5Ll8Gli4123Ss3rhx4vEffmBZlVbkReILjPl7DMouKItVl1fpdW7bUm1x+ePLmNtuLgq66BjZKVmS7Qw4d45loZpbly6sDMjjx6yp1RdfiOsXE7MSlgtwDOIP2lLJAFFCEWWyWozNBFnv3r2L7du3Q5IkSJKEqVOnokweV5jKlSuHKVOmQJblzLIBD2ytIx0hKid68Y+KevVNfmh+lZHBXX0PB7+WFwVZVcreHmjUiG2LDg1lHctNzccHmDmTZRF++KFBTYVcHFwwvvF43Bx2E4NrDoadpHun7GMPj6H+kvrosqYLLj+2op0hhQqJ6xWmp7NMZaLdt9+KP+1PnsxfNFOb+vWBoCD+ODXAyj/u3RPXGBYF5NXm66/F/wa/+ortqiBi+/ezZkg8zZtrr9WqInEpcZh2ZBpKzi2JWf/MQkq67k05qxWphr/f+xs7392J8n7lDZtA9erAjh3s31mDBoZdQx8VKgCHDgEbN7JSH+ZeDCc6ETe+EkRgbSnISpmsqmQzQdYNGzYAYMW3CxUqhI9FK7F6GDJkCAq9anwhyzI2btxolOsSQnSjU8mA/ND8KjLyVepubuEe5binUZDVCvj4sC2DR48ClSoZ//ohISy4decO2+7p4pLnSxb1KIpFHRfhypAr6FKui17nbr6+GVUXVcV7G97DrRe38jwXs+jRg9XA5fnrL5ZpQ/ju3AHmz+ePlytnVUEHaDTiOpsrVxpWxoNYn1WCjL6iRVlAzVr4+rJAKk9kJMvAJHyyLM7Id3ZmtUCtoExAUloS5p6Yi5B5IRi/fzyik6N1PreEZwms7LoSZwedRauQVsaZUJuH5P4AANqOSURBVKNGwJEjwPbtQNu27HXYmFxcWEmA8+eBxo2Ne21idMIga5IgMG5LSXN5bHxlSPUyop3NBFmPHTsGgG1pfPvtt+HoqNwERl9OTk7olqXD4WHRSjUhxOh0ymTND82vBKuu4a6luGMUZLUiDRqwQN2MGayRVV4UKMCyY48cYZmr48axx4ysnG85bOy5EUf6H0HdwLo6nydDxqrLq1B+YXkM3jpYr27EFiFJLOtYdENHtVnFvviCNb3i+eEHcT1INRIFWe/fB159NiU2TJbFWcu9ewN2umf8q8KwYazZIs8PP7Aa40TZ5s3AqVP8cW3/f1UgLSMNv5/7HWXml8HI3SPxJF73Bo9ezl6Y2WomQj8JxbtV3oVGMnK4QZKA9u1ZM7aHD9lnpooV837djh1ZGaUvvgCMFEcgpuXry9+U9TjeDWngvPbml0zWV/fHmffLCiiT1TRsJsh65cqVzO8bGHkbQcOGDTO/p+ZXhJiX6MVfp0xWWykXIAqy8jpoQlyviKiQgwPrRhwezjrrDhkCNGmi/VOQgwPrpvvmmyyr6tEjlh3bsKFZsmUaFm+I4wOOY133dShVkB/0zyktIw2Lzy1GqXmlMHr3aDyNV/GiSLlyQL9+/PFdu8RbhvOzEydYYyCe5s2BDh3MNx9jKVsWqF2bP04lA2zfmTPi+rvWVCrgNScnYPp0/nhiIisrQHJLTxcvuBUoAIwda7756ClDzsCaK2tQYWEFDNw6EA9jdG8S5WjniDH1xuD28NsYXX80nO2dTTjTV/z92Wemy5dZLezhw4HKlbUvKjs4sOPeeYft9Ll0iTUTFZWAIaqj0bDNAkoyZA0eo7DyYH4Jsvr4AKByAZZgZSkDfE+z/IIZ2uyKp1QpdsMoy3K25yGEmJ5OQdb8kMkq2NoSnl6EO0aZrFbKy4t11h0wgP0sy6zxwpUrbNu1nR27uXj95eNj/G1zepIkCd0qdEPnsp2x+OxiTD40GU8TdPv3l5yejNknZmPxucUYVXcURtcbDU9nFdbmnDiRbQPnZWR++SUr+2AF20DNRtvWWUkCZs2y3v9nffqwm3slf/0FzJvHtgcT2yRqeFWpElClivnmYkzduwNz5gD/cJoVLl0KjBkDlDewxqatWrWKZUPyjBmTGfhQE1mWsf3mdozfPx6XHl/S+/z3qryHb5p9gxJe/EV/k5IkoFYt9vVaXBxbcH70CIiIYOl8vr4s67V0aYPq0hP1CQjg3yKFIwABiMg9YCtB1oQE9qXEyyvzd5wXZJUk6ymDb21sJpM1LksRdjcjd/DMer34+HijXpsQIkaZrK8IPhBEJPIL6lCQ1UZIElCkCNCyJatb+cEHrNNu1ars99/CAdasHOwcMLTOUNwafgtfNfoKrg66lz6IS4nD1MNTETw3GDOOzUBCKufDo6UUL86yi3mOH2fNOch/9uwBDh7kj/ftC1SrZq7ZGF+vXvwyB9HRwLZt5p0PMZ/UVGD1av54nz7Wu3jwevGDJyNDXLs1P0pJYQtxPH5+wMiRZpuOrg7cPYAGSxqg0+pOegdYW5ZsiXODzmFF1xWWC7DyuLuzYGrjxux1+uOP2eJBhQoUYLUh4uZXnMbADx/aRs10HeqxJiYCSUnKh3h7q+r2wabYzP/WrIHQOCN3vcwaWHXNa508Qohe8hxktZVMVk6QNQ12eByn/Lrk4EANUYnlFHAqgKnNp+LmsJsYUmsI7DW6b56JSorC2L1jETw3GLOOz0J8iooWOMeNYzdvPOPH28aHd2OQZfb/i8fFBfjmG/PNxxT8/FgDFh4qGWC7/v6b/xlDklg9VmtWrx5r+sezYQNw8qT55qN2ixcD9+7xx8ePBzw8zDYdbQ7eO4imS5ui+fLm+CeMk7HMUdu/Nv5+72/s6bMH1YtWN9EMCdFOVBYtwpPTGDg1lTXxs3aie1wdml5RqQDTsZkgq1+WIMutW8btVvz6epIkZXseQojpUbmAVzhB1kgUQUaGcqaMvz+tUBLL8/fwx8IOC3HjkxvoW7WvXk0wnsQ/wZg9Y1ByXknMPD5THcFWPz/g00/54xcvAmvXmm8+arZ+PXD2LH98+HDbSLcXNcDasUN8l0Os159/8seaNwcCOVlU1uTbb8UN6b74gi2m5Hfx8eIFo+LFgY8+Mt98OGRZxoG7B9B0aVM0W9YMh+4f0uv8in4VsbHnRpwceBKtQlqZaJaE6E6YyepWlj9oCyUDRJmsr+6NKchqGTZz+12pUqXM748cOWLUax/O0siicuXKRr02IUSMygW8wik4FA7+pwtqekXUJNg7GEu7LMXljy+jW/luep37JP4JPtvzGYLnBuOHYz9YPtg6erS4rt6ECSxTIj9LSxNvJ/byUnUDGL107sxvtJKWxhqqENuSlCT+exUF3q1JqVLAwIH88YMHWUmQ/G7uXFY3nWfSJNZQzEJkWcb+u/vRZGkTNF/eXO/gaknvkljRdQUufnQRXcp1gWStZTCIzREGWR2D+IOCXhdWgzJZVctmgqwNGjQAwN5E1q9fjyRe8Qk9JSUlYf369Zk/N27c2CjXJYTohjJZAbx8CcTEKA6Fu5bhnmYLCWLE9lTwq4B1PdbhzIdn0LaUYJu1gqcJT/H53s8RNDcIM47NQFyKccsD6axAAXEzp9u3gU2bzDYdVVq+XNx1/fPPWUEwW+DiAnQTLBxk+RxJbMSePUBsrPKYszPw1lvmnY8pTZjAfsd5vvwyf5dISU1lTcJ4ypVj9XktQJZl7LuzD42XNkaL5S1w5IF+iUj+Hv5Y1GERQoeG4r0q78FOY2eimRJiGGG5AFkwSJmsFGQ1IZsJsnZ79eFWkiQ8f/4c8+fPN8p1582bh2evfoElScJbtvShiRArQJmsEDe98qrAHaMgK1Gzmv41sfPdnTjU7xAaFm+o17nPEp5l1mz9/uj3lgm2Dhki/keWn4OsSUniBjCFC7NSAbake3f+2O7d3IUyYqVEgfO2bfmZzdbI3x8YMYI/fu4csG6d+eajNsePixf0p04Vl1wwAVmWsffOXjT6oxFarmiJow+O6nW+j4sPZraaiVvDbmFwrcFwsKNGUUSdhJmsyYIdR7YQZKVMVtWymSBrcHAw2rdvD1mWIcsyJk2ahCtXruTpmpcuXcKkSZMgSRIkScKbb76J4sWLG2nGhBBdiBKdMt843N3527CePwfS040+L7MSbGkJdy3NHaMgK7EGjUs0xuF+h7Hz3Z2oXkS/BhrPEp7hi31fIGhOEKYdmYbopGgTzVKBi4s4kLhzJ9sqnh/9/DMQFsYfnzAByNKw1Ca0aAF4eiqPpaQA27ebdz7EdFJTgS1b+ONvv22+uZjL55+zEh88X32Vf0ukiP5t16wpznI3MlmWsevWLjT8oyFarWiFYw+P6XW+h6MHJjedjDsj7mB0/dFwcRBkMBOiAqJM1vAYQaM5KhdgM5uJ1MhmgqwAMGXKFNjZ2UGSJCQmJqJt27a4LtqqJhAaGop27dohOTkZsizD3t4ekydPNvKMCSHaiFbZoqJefSNJ/JIBsmz9TUcEq63hdsW4YxRkJdZCkiS0LdUWZwadwYYeG1C1cFW9zn+e+Bzj949H8TnFMW7fODyJf2Kimebw7rtsa7CSqCjgxAnzzENNYmOBadP448HBwIcfmm8+5uLoyGqz8lDJANtx4ECWDyA5ODgAHTuadz7m4O3Nmlzx3LwJ/PGH+eajJqIg68CB7DOqiaVnpOOvf/9CzcU10W5VOxx/eFyv8z0cPTC+0XjcHXEXXzf5GgWcbCgTm9g0d3f+xoGYBAfEgbOgawuZrDqUC+C9VQGUyWpKNhVkrVGjBkaPHg1ZliFJEiIiIlC3bl2sWrVKr+ssX74c9erVw6NHjzKvNX78+GzNtQgh5uHiwk9SjYrKUgbMlksGiIKs6UW4YxRkJdZGI2nQtXxXnBt8Dht7bkS1ItX0Oj8mOQbfHf0OJeaUwCc7PsH9lyb+EO3qCjRrxh/Pj9mLs2eLX3MnT2YBSVskyljbuZN1ICfWT7Q1vlUrfkaztRs2DChalD8+aRKQkGC26ajC3bvA1av88fbtTfr0Kekp+P3c7yi/sDx6ruuJ85Hn9Trfw9EDXzX6CvdG3sM3zb+Bj6tgezUhKiW634kAJ9XVFoKsVC5AtWwqyAoA06ZNQ9u2bTODo9HR0Xj//fdRu3ZtrFixAi84v2nPnj3D0qVLUbNmTfTv3x/R0dGZnRPfeustfP311+b8YxBCXpEk/ptARkaWMne23PxKFGRN4O/1EG2hIUTNNJIGXcp1wblB57C512a9ywgkpSVh4emFKDW/FPpu6ourTwU3wXnVoQN/LL8FWZ8+BWbN4o9XqgT07m2++Zhb69b8MggJCcCuXeadDzG+9HRxvWVbLBXwmquruETKo0eAkXpiWA3Ra3zlyoCJyszFpcThx39+RMm5JTFw60DcfHFTr/MLOBXAhMYTcG/kPUxtPhUFXSjaQqyXsC6rW1nlgZgY1ljYmlHjK9WyuSCrRqPB+vXr0alTp8xAqyzLOHv2LPr16wc/Pz8EBwejcePGaNOmDRo1aoSgoCAULlwYH3zwAc6fP5/tvJ49e+qdCUsIMS7Rm8Dz56++seVMVlFN1pf8uoaUyUqsnSRJ6Fy2M84OOostvbagRtEaep2flpGG5ReXo+JPFdF1bVecCj9l/EmKgqyXL9tG3S9dffMNv+M6AHz7LWBnw92pXVzEW8WpZID1O3KEv3BrZycuGWELBgwASpXij0+fLt6famtEQVbRe4OBXiS+wJRDU1BiTgl8+venCI8N1+v8Ak4F8HXjr3FvxD1MaTaFgqvEJgjrshaszB+09s9nOmSyZt4nK6CarKZjc0FWAHBxccHGjRsxdepUODiwboivg6ayLOP+/fs4duwY9u7di+PHj+PBgweZY6+zV52dnTFr1iysXr0ajra6rY0QK5HnIKuNZrLGwh1xCcoBCy8vlnRCiC2QJAmdynbCmQ/PYOs7W1GzaE29r7EpdBPe+O0NtFzeEvvu7IMsy8aZXFAQUKECf3zHDuM8j9rducMaXvHUqwd06mS++ViKqGTAtm1AcrL55kKMTxQob9YM8LHx7dYODmwxheflS2DGDLNNx6Li41l9Xh4jBlkjYiMw5u8xKDGnBCYenIgXifr1GvB08sTEJhNxb8Q9TG42Gd4uFF0htkNYLsCN3yDYqksGpKfz01SdnTN31YiCrLb+dmVJNhlkBVhG6/jx43HlyhX06dMH9vb22cZf31zlvMlycnLCoEGDcO3aNYwaNcps8yWE8IneBDLfPGy1XEBSEhAZqTgU7hDMPY2yWIktkiQJHct0xOkPT2PbO9tQ27+23tfYd3cfWq5oiZqLa2LVpVVITTdCR2wqGaC9u/i0aWZpAGNx7drxm6HFxgJ79ph3PsR4MjLEQVZbLhWQVffuQA3BroK5c4GICPPNx1L27+cvmnh7A3Xr5vkpLj2+hH6b+iFoThBm/TMLcSlxep3v5eyFSU0m4d7Ie5jUdBIFV4lNEpYLcAziD1pzkPXFC9bcWYmvb+bnLQqyWobNBllfK1WqFJYtW4YnT55g5cqVGDp0KJo1a4bKlSujZMmSqFKlClq0aIHhw4dj7dq1ePr0KRYtWoTiJqqhQwjRn05BVlstFxAWxh0K96vGHaMgK7FlkiShQ5kOODnwJPb02YPmwc31vsb5yPN4b+N7KDmvJH449gOik6INn5AoyLpvH5CYaPi1rcHZs8Dq1fzx9u2Bpk3NNh2LcncH2rblj4uaJhF1O3GC1R1VIklAly5mnY7FaDTAd9/xxxMTgalTzTcfSxEtoLVrB+RI8NGVLMvYfWs3Wq9ojaqLqmLZxWVIzdBvMbCIexHMaDkD90fex8SmE+Hl7GXQXAixBsIgqyyoJWDN5QJ0KBUAULkASzHs1d8KeXp6onfv3uhtyw0XCLFR+TqTVdT0yrMCwEkWoaZXJD+QJAktS7ZEy5ItcTLsJL47+h02X9+s1zXCYsLw+d7PMeXwFAysPhAj6o5AkFeQfhOpX5/V6FBqopCYyLaUmrjLtMXIMjB2LH9cklidxvzk7bf5zZG2bGEZv6/KWRErIspibdQIKFzYfHOxtFatWHkE3nb5X38FPv0UKC3YqmvNZNno9ViT05Lx5+U/MfvEbFx5csWgaQV7BePzBp+jX7V+cLbnZNQTYmNE9zwRSYKbSGvOZBXd2766J05M5K/xe3kZvA5EdGDzmayEEOuXrzNZRUFWV37zCcpkJfnNG4FvYFOvTbj88WW8V+U92En6NViKS4nDnJNzEDIvBD3X9dSvSZaDA9CmDX/clksG7NnDsnV53n+fddnOTzp25AdRo6LEdRyJOsmyOMgqqsVriyRJnM2ang5MmGC++ZjbpUv8nUYajTibPYfnCc/x7eFvETQ3CAO2DDAowFqpUCWsemsVbgy7gY9qfUQBVpKvCDNZYz34g9YcZBXd2+rQ9IpKBZgWBVkJIaqX5yCrNWeyCrayRNjxy5pQkJXkV5UKVcKKritwc9hNfFzrYzjZOel1foacgb/+/Qtv/PYGGv3RCJtCNyE9I137idrqshqr0ZaaZGSIs1idnIApU8w3H7Xw9GSZfjyiYB1Rp7NnxTfkb71lvrmoxRtvAF278sfXrgXOnTPffMxJtHBWr564Y+srt17cwtDtQ1F8TnF8deArRMYp198XqRdYD1t6bcHFjy6id+XesNdQahrJfwoXZmsbSiKeOSIDnHrw1hxk1aFcAAVZLYeCrIQQ1aNyAcrC0/hbEynISvK7YO9g/NThJ9wbeQ9jG4yFh6Mgm4Hj6IOj6Lq2K8osKIPZ/8xGVGIU/+C2bfmNne7fB65e1fv5VW/1auDCBf74sGFAfq1xL2qCtHEjy/Qj1kMUGK9bFwgMNN9c1OSbb/jRDQAYN858czEnA0sFZMgZ2H1rNzr+2RFl5pfBT2d+QkJqgt5P3zqkNQ72PYhjA46hU9lO0Eh0S0/yL3t7frWWtDQJTx04N0WRkfzmdWonymR9dU9MQVbLsblX5JiYGERERCAmJsbSUyGEGIlOQdaCBfkBjmfPrDeLTBRkTfDijlGQlRCmiHsRTG85HQ9GPcD0FtPh76F/weI7UXcw+u/RCPwxEIO3DlbezunnxzK7eGytZEByMvDVV/xxLy/gyy/NNh3V6dwZsOOUrHj6FDhyxLzzIYajUgF8FSoAffvyx3fvtr3yGM+fsyZoPApB1pjkGMw/OR/lF5ZH21Vtsf3mdsjQ73OpnWSH3pV74+ygs9j93m40CWoCife5l5B8RnTfE1G4On/w4UPjT8YcKJNV1aw+yHrs2DGMGDECNWrUgIuLC7y9vVGsWDF4e3vDxcUFNWvWxKhRo3Dy5ElLT5UQYiBRkmrmG4i9Pb9NYlISEB9v9HmZhSjIGuXGHaMgKyHZeTl7YWzDsbg74i6Wd1mOqoWr6n2NhNQELD63GJV/roxmy5phw7UNSMtI++8AbSUDbMnPPwP37vHHv/xSpy2zNsvHhzUG4qGSAdbjyhXg5k3+eH4OsgLApEmAoyN//MsvrXehW8muXaxUipLAwGw1qEOfheKTHZ8gYHYAhu8ajhvPb+j9dAWcCmBMvTG4O+IuVr21CjWK1jB05oTYLGFd1oKCuvDWWjJAh8ZXoiCr6N6a5J3VBllPnTqFBg0aoHHjxliwYAEuXLiA5ORkyLKc+ZWcnIzz589j3rx5qF+/Ppo3b46LFy9aeuqEED3plMkK2F7zq4wM7gprOjSIfKacJWVnJ/5fQUh+5mjniD5V++D84PPY22cv2pVqZ9B1Dt47iG5/dUPJuSXx3ZHv8CzhmTjIeuwYa3pkC6Kj2TZhnsBAViogvxOVDPjf/6hkgLVYs4Y/VqMGEBxsvrmoUfHiwNCh/PGTJ4ENG8w3H1Pbto0/1rEj0uUMbL2+Fa1XtEb5heWx8PRCxKXE6f00xT2LY3br2Xg46iF+aP0DinkWy8OkCbFt/oJNSuFuZfiDgt4XqkaNr1TNKoOss2fPRqNGjXDixAnIr1ZGJUnKtWUi62OyLOPgwYOoW7cuFi1aZPY5E0IMJ0qG0jnIao11WSMjgdRUxaHHhaogPV15m1jRovxdqoQQRpIktCjZAjve3YErH1/BB9U/gKOdIBuL42HMQ4zbPw6BswPR//5cpBThvA6lp7Ots7Zgxgzxp/cpUwAXF/PNR626dOGXsXn82Pa2UdsiWRYHWfN7Futr48YBHoK61198wf08Y1XS0lgmK8eGkskoPb80Oq/pjD139hj0FLX9a2NNtzW4Pfw2RtUbhQJOBQydLSH5hrBcgEMJ/qAtZrJSkNXirC7I+s033+Czzz5D6qs3akmSIMsyNBoNqlatinbt2qF3797o0KEDatSoATs7O8iynBlwTU5OxtChQzFnzhzL/kEIITqzt2fNmpXEx2epWW5rza8Eb/wRhapxx6hUACH6qVioIn7r/BsejHyACY0nwMdF/0+fyenJWHpxGZb5C15rbKFkQHg48OOP/PGKFYH33zfffNSscGGgaVP++OrVZpsKMdCpU8CdO/zx7t3NNxc18/UFPvuMP37rFrB4sfnmYyr//AO8fKk4lGgPvPfyD9x9eVfvy0qQ8GbZN3G432GcHHgSPSv1hL3GPo+TJST/EJYLkAVprtYaZKXGV6pmVUHW7du3Y+LEiQD+C66GhIRg2bJlePr0Kc6dO4ft27dj5cqV2Lp1K06fPo0XL17gzz//RLly5TKDrbIs47PPPsO+ffss/CcihOhKp5IBtlYuQFSP1bMCd4yCrIQYprB7YUxpNgUPRj3Aog6LUNGvot7X2CbYlYadO61/i/jkyUBiIn98+nRKpc+qd2/+2Pr11tvZOL/480/+WO3aQOnS5puL2o0axW/xDbDXDmtvTCxYKDsQBCTquRnCw9EDw+oMQ+gnodjUaxMalWhEzawIMYCwXECS4CZSVFterWSZnzwkSZlbQCnIajlWE2RNTEzEoEGDstVcHTFiBK5du4Y+ffrAy8tL8Tx3d3f06tULly9fxtixYzMDrenp6Rg4cCCS6cMtIVZBpyCrrWWy3uVnQ4S7luKOUZCVkLxxdXDF4FqDcfnjy9j//n68Vf4taCTdPjLtCwaSeTHG58+RcGS/8SZqbteuAb//zh9v3FhclzY/6tYNcHBQHouOZoF3ok7p6cDatfzxd94x31ysgbs7a4LF8/Qp8MMPZpuOscmyjPgN/N+H7aIFthzK+pTF/HbzEfZpGOa1m4cyPnqcTAjJRVguINadP2iNQda4OP4CbcGCmQvdFGS1HKsJss6bNw+PHj3K3PY/btw4/Pjjj7DTMVtCo9Hgu+++w6RJkzIDrQ8ePMDChQtNPHNCiDHky0xWUZDVjl9fSLSaSwjRnSRJaBbcDOt7rMfdEXfxRYMvtJYSiHcCDgbxx3+Z2BEfb/sY5x+dN+5kzWHcOH5XbQD4/nt+DdL8ytsbaCdoribKlCSWdeAAq52rRJKAnj3NOx9r8MEHQNmy/PHZs4GICPPNxwiiEqMw7+Q8tJ9cBm4373GP264lqVmChI5lOmL3e7txdehVfFLnE6q3SoiRCMsFPHUENJyw18OHrNayNdGh6RVAQVZLsoogqyzLWLRoUeb2ibp162Lq1KkGXWvChAlo2LBhZjbsTz/9ZMypEkJMJM9BVmvMZBWsroan8bfkUSYrIcZX3LM4vmv5HR6OeoglnZegepHq3GO3CpKS2l5NwaKzi1BjcQ3U+bUOfj79M6ISo0wwYyM7dgzYtIk/3q0bULeu2aZjVUQZj1u3ArGx5psL0Z2oZm7TprSiqcTBgZUM4UlIEGe7qkSGnIH9d/ejz8Y+8J/tjxG7RqDciVvc4y8VAu57K495OXvh07qf4uawm9j6zla0Dmmt884IQohuPD0BV1flsefPJSQFhCgPpqezQKs10aHpFUBBVkuyilf4EydO4P79+5BlGQAwZcoUg+vVSJKULUB79+5dnDhxwijzJISYDpULyC48wYs7RkFWQkzHxcEF/av3x9lBZ3G0/1H0rJi7QclWQSJX+WdA6VdJCKcjTmPIjiEoOqso3ln/Dnbf2o30DBXWbJVlYOxY/ridHfDtt+abj7Xp1Alwc1MeS0oSB6+JZSQns5q5PFQqgO/NN4EGDfjjv/8OXL1qvvno4U7UHUw8MBEl55ZEi+UtsPLSSiSlJQEAOl/nn7dF4TW/UqFK+KXjLwgbFYZZbWYhpCAnyEMIyTNJEq97PSpagz9obSUDRPe0r+6F09OBKM76vbMzPyBNjMMqgqyvG1RJkoTSpUujRYsWebpekyZNUDbLVhZqgEWI+uW7cgHp6cLGVxFRLtwxCrISYnqSJKFB8QZY8/Ya3B95H1ObTUVxz+IAgAdewAVB/5ecN+vJ6clYc2UN2q5qixJzSmDcvnG4/kxwR29uW7awTFaeDz8UbxHO79zcWOCJR5QxSSxj505WM1eJgwPL3CbKJElcezUjA/jiC/PNR4u4lDgsvbAUTZc2Rci8EEw5PAX3o7N//vJOABoJmpC/DrI62jmid+XeONj3IC59dAmDag6CmyNngYUQYlTCkgEFK/MHBUktqqRDuYCXL9n6uBLKYjU9qwiynj17NvP75s2bG+WaWQO1Z86cMco1CSGmk+8yWSMigNRU5TF/f4RH8F++aQcjIebl7+GPrxp/hTvD72BH7x14s+yb2FqOv+NGlBEVHhuO745+h3ILy6H+7/Xx69lfEZ3ECfaYQ1oa8OWX/HFXV+Drr803H2vVuzd/7O+/re89ytaJauW2bZvZvZlw1KsnDkRv3QocOmS++eQgyzIO3TuE/pv7o8jMIui/uT8O3efPp/1NwJ4TsIhwB2Iql8as1rMQ/mk4Vr21Ck2Cmhi865IQYhhhkNVdsBBsbUFWHTJZqVSAZVlFkPXmzZuZ39epU8co18x6nazXJ4SoU76rySrYuhJfvDw3wcbDg30RQszPTmOHdqXbYVOvTRg8eTv3uAYPAZ947df7J+wfDNo2CEVnFcV7G97D7lu7kZZh5gYNv/wCXLvGHx89Giha1HzzsVatWvEDc+npwLp15p0P4YuNZUFAHlHAnPxn2jTA3p4/PmoU+903o1svbmHKoSkoNb8Umi5riqUXliI+VfuLsWhhDJ064dqw6/i03qfwdRUs9hNCTEqUZBLuwG8YbHVBVh0yWSnIallWEWSNjIzM/L5YsWJGuWZgYCAAtpKZ9fqEEHXSKcjq6sovMvPyJT8zVI1E9VgL8RvuUKkAQtShUOO23H+QdjLLjNJVYloiVl1ehbar2iJgdgCG7xyOE2EnMmvVm8yTJ8D48fxxX19gzBjTzsFWODoC3bvzx0WZk8S8Nm1itXKVuLqyGrtEuzJlgEGD+OPnzwOLFpl8GpFxkZh3ch7e+O0NlJ5fGhMPTsSdqDs6n++YBrTl97yC/7uDKWuVEBUQ3QNFZAgWg22pJisFWVXBKoKs8fH/rTB6eXkZ5ZpZr5P1+oQQddIpyAqISwaI3nHURhRkLVCeO0ZBVkJUQpKAzp25w28aWHL1SfwTzD81H/V+r4eQeSH4av9XuPrURE1kPv+cX5cSYGUCChQwzXPbIlGzpKNHgQcPzDcXwieqkfvmm/wmZiS3r78G3N354+PHA48fG/1po5OisfTCUrRe0RoBswMwYtcInAo/ZdC1mt4DCqRwBl1dASOVsiOE5I2wXECiN3/Q2jJZqVyA6llFkDU5OTnzew8j7YN1y/IBKSWF985JCFELnYOsttL8SvCGH+FSkjtGQVZCVEQUZL3vjP7l3oGLPb+JnTZ3X97Ft0e+RcWfKqLaomr44dgPeBj90ODrZXP0KLBsGX88JAQYPNg4z5VfNGokfpFes8Z8cyHKnj5lNXJ5qFSAfgoXFje5io4Gxo41ylMlpSVhw7UNePuvt1F4ZmH039wfe+7sQYacYfA16wTUwaykxvwD2rQBXAx/DSeEGI+wXMALV9a0UElEBH/3ghpRuQDVs4ogKyGEiN4Qsr3X2ErzK8HWlXCJXzaFgqyEqEizZtwsLvuEJCwp0AeRYyLxa6df0aBYgzw91cXHF/H53s9RfE5xNFnaBD+f/hmP4wzMEEtLA4YOFR+zYAHbAk90p9EAvXrxx0UZlMQ81q3j1wn19gZatzbvfGzB6NFsUYZn2TK2qGOA1PRU7L61Gx9s/gBFZhZBt7+6Yf219UhOT9Z+MkcR9yL4rP5nuPLxFZz84AQqnRCUFhAspBFCzEtYLuCRBJQQ1GW9f9/4EzIVHTJZRXFYCrKaHgVZCSFWwc2Nfz8fFQVkvE5UsJXmV6JyASn8PyMFWQlREScnlunEs2ULCjgVwMAaA3F0wFFc/+Q6xjUchwCPvP1DPnz/MIbsGIKis4qiydImWHBqASJiI3S/wMKFwKVL/PGuXVmHdaI/USbkhQvAVROVfiC6EdXG7d6dFhYM4ezMFmVEhgxhizs6SE5LxvYb29F/c38UnlkYbVe1xZILSxCdLChtooWDxgHdynfDtne24eGoh5jRagYqFqrI/k2GhSmfJElAhw4GPychxLhEPTjDwwE5KJh/gDXVZaWarKpHQVZCiFWQJP6bQkYG62sFwDbKBaSm8j/U29khPIZf30y0VYYQYgFvvskf27IlywoRUManDL5t8S3uj7yP3e/txjuV3oGTnZPBTy1DxuH7hzFs5zAEzA5AwyUNMefEHDyIFtT+fPQImDCBP+7iAvz4o8FzyveqV2cNgXh++cV8cyHZXbkizqgU1dQlYm3bssUZnsuXhYHYxNREbA7djD4b+6DQzELouLojll5YiqikqDxNq0bRGpjfbj4ejX6EdT3WoUOZDrDX2P93wObN/JPr1xd/5iSEmJWTE39DY1IS8MK/Ev9ka6nLmprKr5Xv5pZZvoSCrJZFQVZCiNXQqS6rqFzAkydGnY/JPHiQLfCSTbFiCAvnv3QHBppoToQQw7Rvz7aJK4mIAM6dy/WwncYOrUNa489ufyJyTCSWdF6CFsEtICFvHayPPTyGUbtHocScEqj7W138cOyH3F22P/sMiI3lX2TCBPGWOyImSeJs1t9/z7JqSMxKtHgQEMBq6hLDzZkjrl/69ddskeeVhNQErL+6Hu+sfweFZhZCl7VdsPLSSsQkx+RpGkFeQRjXcBwuf3wZZwedxSd1PoGPK+cD5pYt/AuJFtAIIRYhug8K96zAH7SWIKsOpQIACrJamr32QwghRB20BVlLlwZrssCT5cO7qom2rAQHI/wmf5iCrISojI8P0LAhcPiw8viWLUCtWtzTvZy90L96f/Sv3h+PYh9h7b9r8eflP3E64nSepnUy/CROhp/E53s/R/Ui1fFm2TfR+7k/Sq9axT+pTBng00/z9LwEwLvvApMmKY/FxwO//sqC3cR8Hj8GVq7kj/fuDdjZmW8+tqh4cbZIM26c8nhsLJJGfoI1X3bC1htbsevWLiSkJhjlqX1dfdGzYk/0rtwb9QLrQZJ0WLB6+BA4f54/TvVYCVGdwEBW5UNJuGtpVOGdaC1BVtG9bJZ7YAqyWhZlshJCrIZOmayi/fLWEmQVvNGnlQjh/jHs7YFChUw0J0KI4bSVDNBRUY+iGFl3JE59eAo3PrmBSU0moYyPYOu5js5Hnsd3eych9aNB4gMXLGD78UjelCoFdOzIH583j20JJOazcCGQkqI8ZmenvREc0c3o0UDZstxh5782YNXs/thwbUOeA6xuDm54r8p72PnuTkR8GoEF7RegfrH6ugVYAWDrVv5YmTLCPwchxDJEySZhgsbBNhFkzXIPTEFWy6IgKyHEaugUZBVVPY/Qo/GLJQne6B/7VeI2Pi5alBJtCFGlTp34YxcvGtRwobRPaUxsOhGhQ0Nx5sMz+LTupyjqLnj902LyQaCCoGx1UtfOQKtWBl+f5CDKCA4LA/73P/PNJb9LTAR++ok//vbbVCLDWBwdkT5vrvCQ3zcDHkmGXd5B44DOZTtjTbc1ePLZE6zougJtS7WFg52D/hcT1WOlUgGEqJKoAXBYqmC3o7U0vhLdy766B5ZlfpBVkgAvL+NPi2RHQVZCiNWgTFYgzJWftUalAghRqdKlgfLl+eOijCktJElCTf+amNVmFh6OeoiDfQ9iWJ1h8PfQvQte3YfAmOP88TgHoEzwVjRc0hAzjs3AlSdXIMuywXMmAJo2BapV44/PmsXulIjprVghTvuhEhl59jzhOdZcWYP3NrwHv/PvYG1F/rHFY4DZu3W/toPGAR1Kd8Afb/6ByDGR2NxrM3pW6glXB1fDJxwTAxw4wB+nUgGEqJIwk/WFK+DKeV149gyIizPNpIxJh0zWhAQgOVn5EG9vSsgxB6upyfp6a8ekSZNQrly5PF8vNDQ0289TpkzR+dyvv/46z89PCNGfzo2v7O2BtLTcB0VGAunp6n93EaymhjsGcccoyEqIinXuDFy7pjy2ZAnbjsxrkKUjO40dmgQ1QZOgJpjTdg5OhJ3AuqvrsO7qOjyMeah4jksKsGwjYCeI501uCjwsIOPhw2M49vAYxu4diwCPALQJaYM2pdqgZcmWKOhSME9zz3ckiW2d7tNHefzcOVbHt0kT884rv8nIAGbP5o83bAjUqWO++diItIw0nA4/jV23dmH37d04FX4KMv57kRndGuhwA3DnVMUYeB7YUB7YyVlXdrJzQttSbfF2hbfRqUwneDp7GvcPsGoVv2SHjw9Qr55xn48QYhTCxlcREhAUBFy9qnzA3btA5commZfR6JDJSqUCLM9qgqwAIMsy1q5da5LrTp48WefjKchKiGXoFGTVaIAiRdh2y5wyMlhXxiJFTDI/oxFlsqbzs9NEW2QIIRb25pvA998rj124AKxZI+46ryeNpEH9YvVRv1h9zGo9C6cjTmcGXO++/O81Zto+oMwL/nXOFQHm1M39eHhsOJZcWIIlF5ZAI2lQJ6AO2oa0RZtSbVDbvzbsNCpfzFKDHj2AsWP5N02zZ1OQ1dR27gSuX+ePUxarzsJiwrD71m7svr0be+7swcukl9xjwz2BL1sC83fyr/frVqDSEOClC/vZxd4F7Uu3x9sV3kaH0h3g4eRh3D/Aa7Gx/MZ0AKunrPbFekLyKWG5gDAAwcHWHWTVIZOVgqyWZ1VBVp0LlZvoerIsG30OhBDd6RRkBdhKnlKQFWA3s2oOsiYmsoxbJU5OCIspwD2VMlkJUbE6ddhrE+8D8rhxQLduJmksJUkS6gTUQZ2AOvi+5fc4H3ke666uw/3NyzHyZDj3vBQN0LcrkKYlnpAhZ+BE2AmcCDuBSYcmwdvZG61CWqFtSFu0CmmFwAL04qTI0REYNgz48kvl8a1bgRs3WJMdYhqzZvHHQkJoW7hAYmoijj44it23d2PXrV349+m/ep2/sDbQ9RrQ/J7yeEAs8NNue2we3w1vV3gb7Uq1g5ujW94nrs2sWcCTJ/zxrl1NPwdCiEGE5QLCADQL5h9gDXVZKZPVKlhNkJVqfxFC9Aqy8qi9LqvoDT4oiG114aAgKyEqZmcHjBgBfPGF8vj9+6zDuYkz5yRJQo2iNVDDowzkD9cIj53YDLgi6BPBE5UUhb/+/Qt//fsXAKBUwVJoFtQMzYObo2lQUxRxV/FCl7kNGgRMncqKqOUky8CcOeKmTMRw58+L626OHEkZi1kkpyXjZPhJHLh7APvv7ceJsBNISU8x+HqyBhjwJnD5Z8CDc5l3LqThHfteQIUuBj+PXh49AmbO5I+XLg106GCeuRBC9ObhARQowMoq5xQdDcT5l4E772TBTkLVEN3HUpBVNawiyHpA9AGIEJJv6BxktebmV1qCrLwEXYDKBRCiesOHAwsW8DPtv/kG6N+fdSYwtc8/hyS4oTgdqMEP9TOM8lS3XtzCrRe38Ou5XwEA5X3Lo3lwczQLaoamQU3h45qPP/UXLAgMGMB+L5QsXcqCsHRnZHw//sgf8/Zm/xbzsdT0VJyJOIMD9w5g/939OP7wOBLTEo36HPe9WX3WxdsEBw0ezGrj+voa9bkVTZ4MxMfzx6dPZ3X/CSGqFRCgHGQFgHD3sijLO1HtQdb0dODxY+UxOzvAzw8ABVnVwCreJZpQPSpCCIyUySraZqEGojf44GCE/c0fpkxWQlTOxYUFzHjBm6godhPPq91qLNu3Az//zB93dkaVnSewzfkRtlzfgq03tiIsRrDCo6drz67h2rNrWHh6IQCgauGqmQHXBsUbwNfVDMEUNRkxgmUxK+3aSkwEFi0Cxo83/7xsWXg4sHo1f3zwYMDNDFvTVSQlPQXnH53H4fuHceDeARx5cARxKabptu1k54QWJVugc5nO6DiyA9BzILB7t/LBT54AH34IrF+f5+aAQqGhwG+/8cfr1aNSAYRYgcBAfp/RMIdg6w2yPn3KAq1KihTJfH2kIKvlWUWQlRBCAHFyl81ksgre4OWgYITzyycK/9iEEJXo04c1NLp8WXl87lxg6FCgeHHTPP+FC0CvXuJjvv0WTpWqoi2qom2ptljYfiHOR57Hzps7sev2Lvzz8B+ky5wP+ga4+PgiLj6+iDkn5wAAyvqURYNiDdCgeAM0KNYAZXzK2HZN/FKlWGO0TZuUx6dNA5o1A+rXN+u0bFZiImsyl5amPG5vD3zyiXnnZAFRiVH4J+wfHHtwDEcfHsXp8NNGz1TNqoRnCbQt1RZtS7VFq5KtstdX/e03oFIltp9XyaZNrG719Okmmx++/JIfwACAH34AbPl1iBAbIUo6CYfgZunePbbYqdZ/5zo0vQIoyKoGFGQlhFgNe3sWaI2Kyj2WmMi+XFxgs5msz33LIjlZeaxQIdZDhRCicnZ2wIwZQLt2yuPJycCECcCyZcZ/7ocPWT3BOEF2WsOGLLMyi8w6rkVrYHzj8YhOisa+u/uw+9Zu7Lq9Cw+iHxh1mtefX8f159ex5MISAICvqy/qF6uPBsUaoGHxhqhZtCac7I3fIMyiRo/mB1kTEoD27YFDh169yRGDpaYC3bsDhw/zj3nnHZurvyPLMu5E3cGxh8dw7MExHHt4TO9GVfpysXdB06CmaFuqLdqEtBEvlgQGsgWmfv34F/z+e9YZfPBg40/26FH+vz8A6NIFaNDA+M9LCDE60ct32As3wMsLePky92BMDLvJLFjQVFPLGx2aXgHiIKs5qq4QCrISQqyMj49ykBVgbyqBgbDuTFZBTdYw5xDuGJUKIMSKtGkDtGgB7NunPL5iBTBqFFCtmvGeMzqaBVhFH9JdXVkNUC3NfjydPfFW+bfwVvm3IMsyrj+/jl23dmH37d04eO8gktKSjDdvAM8SnmHL9S3Ycn0LALbVuJZ/LdQJqIPa/rVRO6A2QrxDrDvbtUEDoHZt4PRp5fHoaPZ7s3w5EBRk1qnZjIwMFsTbvl18nImbz5nDy6SXOBNxBqfDT+N0xGkcf3gcj+M5tfyMqKJfxcygaqMSjeBs76z7ye+/z0oCbN3KP2bIEKBYMbboYCyyDHz2GX/czg747jvjPR8hxKRE90RhYWDvoRcuKB9w9656g6yUyWo1KMhKCLEqPj7ArVvKY5lBVhvNZA2TinHHKMhKiBWRJJbNWrOm8rgsA59/zmoUGiNw+Dp7j1ei4LWZM4EQ/mKOEkmSUM63HMr5lsPIuiORmJqIIw+OYPet3Thw7wAuRF6ADIVao3mQnJ7MMvIeHst8zMvZC7X8a7Gg66vAa4BHgPUEXiUJ+PproFMn/jGPH7MmWX/+yeqvEd3JMquH/Oef4uM6dTLu4oYZxKfE43zk+cyA6umI07j1gvNBycgKuxVGs+BmaBncEm1KtUFggTx8GJEkYPFioHJl4Nkz5WMyMoAePVgmco0ahj9XVhs2ACdO8Mc//BAoV844z0UIMTmtQdbgYHGQlffZzNKMkMlKQVbzoCArIcSq6NT8ys+PZR4o1daKjGQf0k3ZPMFQMTHAixfKY+7uCI8pwD2VgqyEWJkaNVhdSF7QZ88etn125Mi8PY8sAx99xK4nMngwOy6PXBxc0DqkNVqHtAYAvEh8gUP3DuHAvQM4cO8Arjy5kufnUPIy6SX23tmLvXf2Zj5WxL1IZuC1RtEaqFK4CooVKKbewGvHjqwe78KF/GPCw1njtFWr1JttozayDMyZoz3AWrw4azKmYrHJsbjy5AouRF7A6YjTOBNxBv8+/RcZcoZZnr+gS0E0C2rGvoKbobxveeP+eypSBNi8GWjeHNz6SPHxLCv/5Mm8166+exf4+GP+uJsbMHFi3p6DEGJWwpqs4QCaBvMPUHPzK8pktRoUZCWEWBWdgqx2dkDhwsorfunprDtj4cImmV+eiN7Yg4MRFs6/kbGx8nGE5A/ffAOsWwekpCiPf/op29bWpYth15dlFiBYskR8XLt2wIIFJmn2UNClILqW74qu5VlX7ifxT3Dw3kEcuHsA++/tx43nN4z+nK9FxkVi241t2HZjW+Zj3s7eqFK4CqoUroKqhauiapGqqOhXES4OKql1Om8eW2wTdb6/c4eVm2jUCGjZEmjaFCjAX4TLlzIygPPngb172dcDLXWDCxVix6mkg2SGnIF7L+/h0uNLuBjJGsNdenwJt6Num3Uenk6eaBLUJDOwWrlwZWgkEy9S16/PSqb06ME/JjKSlQzYv5/93RkiKopd4+lT/jGffUZZ44RYGWFN1teZrDyCsm0WR5msVoOCrIQQq6JTkBVgN0q8N6NHj9QZZBW9sQcFsQ8GHJTJSogVCg5mXcxnz1Yel2WW7Xr4MFCrln7XTkxk21xXrRIfV706sHYt6yxoBoXcCqFHxR7oUZEFUMJjwnHw3kEceXCENeN58q/RywtkFZUUhUP3D+HQ/UOZj2kkDcr4lMkMvFYuVBnl/cojyCsI9hozf1TWaFjTs5gYce3QhARWTmL3bvZ398YbwFtvsYC5lpq6Nu3WLVa3dt8+/pbznDw9gb//BkqXNu3cOJ4lPMO1p9dw9elVXHzMAqqXH19GbEqs2efi6+qLBsUaoEGxBmgW3AzVi1SHncYCv0/du7OSKp9/zj/m33/Z6+KmTfqXDkhJAd5+GwgN5R9TuDBrSEcIsSo+PoCTk3Iy/JMnQHJASXBbZ1p5JmtamnJPL4CV3XfWo0w2MRwFWQkhVkXnIKu2uqxqrLmmJZM1/Bp/mIKshFip8eNZsyleqZDERFYn8sQJoEQJ3a754AHQtStw7pz4uGLFgG3bAA8PvaZsTAEFAvBulXfxbpV3AQBRiVH4J+yfzA7op8JPITEt0aRzyJAzEPosFKHPQvHXv39lPu5o54gyPmVYzVmfcijvVx7lfMuhrE9ZuDm6mW5CDg7A//4HtG3LAuzapKUBx46xr5UrgenT819zrJQU4KefWE1PpVJBPC4uLJhdtarp5gYgPSMd96PvZ/6eXXt6DaHP2X+fJwrSjkysnG+5zKBqg+INULpgafWU0xgzhn0u+vln/jEPHwINGwK//w68845u15VlVh5l/37xcVOmAO7uus+XEKIKksTui25zEv8fuZVCEO9kNQdZdchk5TWHBiiL1ZwoyEoIsSp6ZbLyiFYCLUlbuQBBSUUqF0CIlSpYkG2N7dSJbXFWEhnJahAeO8ay7kSOHGEZWk+eiI8rUADYsUM126Nf83bxRvvS7dG+NOsenpqeivOR5zODrsceHkNkXKRZ5pKSnoIrT64o1pEt7lk8M/gaUjAEId4hKOldEkFeQcYpPeDiwrqsN2umPVie1fnzwJtvsm3OvXurs/64sYWGAmPHirMSlTg4ABs3Ag0aGGUaGXIGHsU+wu2o27gTdQd3ou7gxvMbuPbsGm48v4GktCSjPI+hnOycUMu/VmZAtX6x+vB19bXonIQkiZXPePBAnNWdmMh+18+fB777Tnsm97RpbGFL5K23gIED9Z4yIUQdAgL4QdYwqRg/yHrvHluIUcti02sZGeyzoBI7O9aPBFQqQC0oyEoIsSpGy2RVI21BVkG5AAqyEmLF2rdnTa6GDeMf8++/QOfOwFdfAU2aAI6O/43JMnD9OrB+PTBpEstsFLG3Z8dWqmSU6ZuSg50D6gTUQZ2AOhhVbxRkWcb96PvZOqmfjThr9q3VD6If4EH0A/x9++9cY/4e/plB16xfId4hKORWSPdMwQIFgF27gMaN9QsgJiUBU6eyGqPTpqkukG40aWms3vC8eUBqqn7najSslEabNnqdFp8Sj7sv72YGUW+/uI07L9n3d6PuIjmd06zJzCRIqOBXAbUDaqO2f23U8q+FqoWrwsmeu0lWneztgTVr2GuetsWGH34ALl5kJQYaNMi9L/bGDdb8bPJk8XXq1GELX/lhgYIQGyXa4Rf23IXVclZajE5KAh4/Vl8t5qdP+bs0ChfOXFyiIKs6UJCVEGJVbDqTVVCTNcYvBLGcGIKXF+1oI8TqffIJS7uYM4d/zOHDQOvWbHt/69Zsm+yFCyyYFh6u2/NoNMAff7CGSVZIkiQEeQUhyCsI3St2B8AyCG88v5Et8Hoh8oLFMgcjYiMQERuBIw+O5BpztHNEYIHA/748ArP/XCAQhdwK/VcH088P2LMHePdd3UoHZPXPP0DHjsCXXwLdutlW0OjWLVZq48IF/c8tWJBtQe/ePdvDMckxCIsJE35FJQn2YlpQiHdItoBqjaI14O5oIx8M3N1ZWZOmTVmgVOTvv9mXszN7fWzenNXm3bZN+7kAK7OxZQsrXkgIsVqiIGt4OFhNfN6On7t31Rdk1aEeK0BBVrWgICshxKrYbCarLAszWcMdgrhjlMVKiI2YOZN1jt+yRXxcbCzLRF2/Xr/rFyzImlxZaYCVRyNp2NZ933LoU7UPAFZm4N+n/+J0OAu4XnpyCZceX0JMcoxF55qSnpKZBcljr7GHv4c/iroXRSG3QuxrfD3Ubx2MGjvOo/C567BL0jFjMj6eZT//+SfL8KtXz0h/Egt59gyYP5/VrNWn9iqA6NLFEdqqGo60Kot7jofxdN16PIl/gsdxjxEWE2aRRlP60kgalPUpi6pFqqJKoSqo5V8LNf1roqBLQUtPzbSKFmWLBu+8w4Ko2iQlscWnvXt1fw5PT1aWQI2NUQkhehHdG4WFgS2onDypfMDdu+p7r9ShHitAQVa1oCArIcSq2Gwm6/PnQFyc8ljBggh7yc9IoaZXhNgIOzsWDGvSBDh71rjXrlQJ2LwZKFnSuNdVKQc7B1QrUg3VilTLfEyWZdx7eQ+XHl/K7OJ+6fEl3Hpxy3ITVZCWkZZZjiCn0jUAxypA/YdAqztAy7uAty4Ju1evAv36IapuNbz45APYlSoDFwcXONk7wdnOGU72TuppeAQWJE9OT0ZiaiKS0pKQEh8N11V/wW/VJtgn6hZgTpeAU/7A3pLAnpJApMcD3PR9AFw08eSNxNvZOzOYWrVIVVQtXBUV/CoYp+avNSpYkAVBv/ySLUgZ0+sSKhUqGPe6hBCLEJYLCANQKph/gBqbX1Emq1WhICshxKrYbCarlnqsop3AFGQlxIa4ubGGR2+8wTpnG0O3bqzRSz6vKyJJEoK9gxHsHYw3y72Z+XhcShwuP76MS48v4fKTy5kd4MNjdSzBYGYp9sDBYPb1TSrw2XHgvcu6net94gI8Tg7DXxWBRTWBSA/2uATAyd4JLvavAq/2znC2d4GzvRMc7BxgJ9lBI2nYfzXsv3aSHew0dtkeAyRkyOlIl9ORkZHB/iuz/6ZnsK8MZGR+/zqQmpyejMS0RCSnJSMpLQlpGSxL1SEd6HQdGHEKKMpZh1RyvSDweSvgmp9e/2stws3BLTMTu4JfBVQtXBVVCldBYIFAVQW+VcHentVerVaNNaZKMlJJkF9+AVq0MM61CCEWp7VcQCtBkFVQvs1iKJPVqlCQlRBiVVxdWaktpc/VUVFs96CdHVhBc41GuVt3ZCR7XE316URv6FqaXlGQlRAbU7Qoy9hq1AiIjs7btaZOZbUrKVjD5e7ojnrF6qFesezbA2OSY3D92XVce3YNoc9CM/9768UtpGVoaS5mJokOwJQmLFtz2j7AX4dApL0M9L4C9PiXZXiuqAqcKQokpSUjKU0djZt8EoB3rgC9rgCFEnQ/L10CfqsOzHsDSNXSZN7cirgXQTnfcijvWz7bfwMKBEAjqejziDV4912gXDmgSxcIPyDpYvx4YMAAo0yLEKIOWjNZgymTlZgOBVkJIVbHx0e5x4sss0Crry9YpLVwYeU3pbQ0VtetUCGTz1Vnojf0oCDhPQTVZCXEBlWuDBw5AowaBezbp//5ZcsCs2cD7dsbf275RAGnAqyZUEDtbI+npqfidtRthD4LZd3lo+5k6zCfmqFnp3sjOF4M6PgOMO4o8PY13c6xl4F2t9nXVV9geRVgWxmWKWsplR4D718C2t8EHBXWSEXuegJjWwIXBBtZTK2IexGU9C6Jkt4lEeIdgmCvYJT1LYuyPmXh7eJtuYnZopo1gTNn2GvkmjXsQ6A+AgKAceOAjz82zfwIIRZTuDC7FVQq3R0RAaQXCwJ3HU6NQVYdM1mfPeMfRkFW86EgKyHE6vCCrABbwfP1ffVD0aL8lb9Hj6wnyBocjLAd/GHKZCXERlWuzBq3REYCO3awMgJ79rBmRjnZ2wN167KmVi1bsu/tVJbKZyMc7Bwyt3fnlJ6RjvDY8MzmVq+/bkfdxoPoB3gc9xgy9AwG6SjOCRjXgmWnTjykW1braxWeAdP3A18dAY4VAw4GAYdKAM/cTDLVTA7pQO0IoMk9oOk9INiAxO00CVhRBZhTl2X2mpK7ozuKFSiWGUh9HUwt6V0SQV5BcHM08f8wkl3hwqyO9XffsdfGvXvZohQv0lC9OtCpE/uqUUNdO5oIIUZjZ8duA5WSVNLTgcdOxeEvScqLMw8eZNkaqRKUyWpVKMhKCLE6ejW/OndO+cCICKBqVaPOK0+oJishhKdIEbaddcAAVivl4EFg927g/n3WIbd5c9Ysy8PD0jPN9+w0dijuWRzFPYujaVDTXOMp6Sl4FPsIYTFh2b9i//s+IjYCGbKeaZxZHAhmma19LwIfnQHc9UisdU8F2txhXwBw2Q84FARcKQRc9wHCPcAKuBrIPRko+xwo9wyoGwY0eKjf/HLaGwz8UB+4a4QkUW9nbwQWCBR+FXAqkPcnIsZXogSr0TpwICsHdekSC7iePg04OLDSKx060AcmQvKRwEB+NZHwZ07wDwhQPiAtjT1eooRpJ6gPqslqVSjISgixOkZpfiVaEbSEPNRkpXIBhOQjzs5A27bsi1gdRztHlPAqgRJe/Ju3tIw0PIl/ku3rafxTPIl/AunGTTxPeo4XCS/wIvEFnic+R0JqYq5rJNsDi2sC68oDn5xmtU3tDUigrfyUfb0W6wjc8AFCfYDH7kCcY/avNA3glgK4Z/nyTgJCXrDgamCs/nNQctkPmN4QOC14/7OTNCjoWhA+Lj4o6FIQBV0KIqN0KRRyK4RCboXg5+rH/uvmh6LuRSkL1VZoNKwxVrVqlp4JIcSCRPdHYWFA7eBgfhT23j31BFkzMtiOJiUaTbadmRRkVQcKshJCrI5emaw8ohVBc8vIEAZZkwqX4O58c3EBvKnMGyGE2Ax7jT38Pfzh76HwHlb8Rq6HElMTEZ0cjdjkWMQkxyAuJQ4xyTGITY5FbEosIhvFYuH9MDRffw6VLz/O09w8UoCaj9iXJbzwdsaezpVwu34F1HUpgFZOHijgVAAejh7wcHz1vZMHPF49nquhVJkylpk4IYQQs9Kp+dWRI8oH3LnDdgipwbNnLLtWyevis2CVD3hBVo0G8PQ00fxILhRkJYRYHZvLZA0LA5I5HZ2LFkVElAv31MBAahpOCCH5mYuDC1wcXFDEvQj/oPoA3gEQGgqsXAls2cJ/31GjatWAPn1QsHVr9HR0tPRsCCGEqJwoyBoeDhZk5bl1y+jzMZjonjXLvW5cHJDKKb9TsCCVoDYn+l9NCLE6RslkVVOQ9eZN/ljp0lQqgBBCiHGUKwd88w1w6BAwerR4MdLSHByAzp2B//0PWLsW6NgRoAArIYQQHWgrF4DSpfkHiO7NzI2aXlkdymQlhFgdo2SyqqlcwI3c2z8zaQmyUg8HQgghevP2BgYNYs3U9u1jma3HjwMJCZaeGVCxItCyJdC9O+DnZ+nZEEIIsUJaywWIgqyiezNzo6ZXVoeCrIQQq5PfMlnDw/nDFGQlhBBiMHt7oE0b9pWSwrqxHzjAMl0fPDDPHFxdgfr1gaZNgcaNWY05QgghJA+0lgsQBVlv3WJFTtVQk40yWa0OBVkJIVZH5yBroULszVFWaKn86JF63jy1lQs4xB+mICshhBCjcHQEGjRgX+PHA3fvAmfPAtevs6/QUCAmJm/PYW8PlCzJGlCVLQtUrgzUrEllAAghhBiVKNcmLAyQvbwh+fgoRyfj49m9ougi5kKZrFaHgqyEEKujc5DV3p5lxERG5j4wNZUd7Otr9PnpTVuQdRV/mGqyEkIIMTpJYsHQkiX/e0yW2ftpaChLA4qLA2Jj2X/j4thNaWoq4OYGuLsDHh7sv+7urOtG2bLsehRQJYQQYmJOTqzizNOnuceSkoAXLwCf0qX50cmbN9URZKVMVqtDQVZCiNXROcgKsBU+pSArwFYGLR1kTUsD7tzhj4eEUE1WQgghlidJ7D1Vzc2yCCGEkFcCA5WDrADLZvUpXRo4cUL5gJs3gSZNTDc5XVEmq9XRWHoChBCiLy8v/i7/589zVAdQe13WBw9Y5o+SwEDA1ZVqshJCCCGEEEKIHvJUl1W009CcKJPV6lCQlRBidezsWGNkJcnJOZojizJuRCuD5iJ6Ay9TBmlp/PdWe3tWdpYQQgghhBBCyH9EZdXCwsDqg/OoIcgqy/wbQUnKdiNIQVb1oCArIcQq6VwyQO2ZrDdu8MdKl0ZkJJCRoTzs7w9o6FWcEEIIIYQQQrIRZbKGhUH9mazPn/N3PBYuzDJushzKQ0FW86Lbc0KIVdI5yGrNmaylS1OpAEIIIYQQQgjRU57KBdy6xc90MRcd67ECFGRVEwqyEkKskqhflVVlsmoJsoqaXom2wBBCCCGEEEJIfqW1XICHB8sIVZKUBOGNmDnoWI8VEAdZLd3nOb+hICshxCrll0xW0Xs7ZbISQgghhBBCSG5aywUA6i4ZQJmsVomCrIQQq2SUIKulM1lTU4F795THNBqgZEkqF0AIIYQQQgghehJlsmbeY6k5yKpjJmtqKhATo3yYuzvg6GjkeREhCrISQqySzkHWwoVZ90Uljx6xro2WcvcukJ6uPFa8OODkRJmshBBCCCGEEKInDw/A01N5LDoaiI2FuoOsOmayvnjBP4yyWM2PgqyEEKukc5DVwQHw81M+MCVF/K5kalpKBQDiUkBUk5UQQgghhBBClGnNZlVzkFXHTFYqFaAuFGQlhFglnYOsgLj5lSXrsuYxyEqZrIQQQgghhBCiTGtdVjUHWXXMZKUgq7pQkJUQYpX0CrKqtS7rjRv8sdKlIcvg1mSVJPEfixBCCCGEEELyM1GQNTwcQKlS/APu3OGXdjMH0X0qBVlVi4KshBCrJHrDePYsxwPWmMlapgyePWMVDZQUKkRFzAkhhBBCCCGER1QuICwMgJsb/6CUFODBA5PMSytZ5gdZJYn1HXmFgqzqQkFWQohV8vXlj+UKsqo1k1VLuQAqFUAIIYQQQgghhtFaLgBQZ8mAFy/42TZ+fqzvyCtPn/IvQ0FW87O39ASI9UtLS8OOHTuwc+dOnDp1Cg8fPsTLly/h7OwMX19fVK1aFQ0aNMA777yDADN36pFlGcePH8fBgwdx6tQp3LlzBxEREYiPj0d6ejrc3Nzg7++PsmXLomHDhujatStKlixp1jkSw4iCrI8f53hAjZmsSUn8lVE7OyAoCGG7+KdTkJUQQgghhBBC+HQOsh48qHzQzZtA69bGnpZ2onvUHPe2ue59s8iS8ErMhIKsxGDp6elYvHgxpk6dikcK2YCpqamIjY3F3bt3sWnTJnzxxRfo1q0bvv/+ewQFBZl0bk+fPsX8+fPx+++/I0LwAhUdHY3o6Ghcu3YNmzZtwpgxY9C6dWtMmzYNNWvWNOkcSd44OgLe3kBUVO6xhAQgPp7t/gCgzkzWO3fYNhAlwcGAgwMePuSfbub1CkIIIYQQQgixKqIga+a9liiTVdRDw5R0rMcKAE+e8A8tVMhI8yE6o3IBxCAPHjxAvXr1MGTIEMUAq5L09HT89ddfKF++PH777TeTzCs9PR2zZs1CyZIlMXXqVGGAlefvv//GG2+8gW+//dYEMyTGJFqZy7aip8ZMVi2lAgAIg6zFixt5PoQQQgghhBBiQ4oV44/pFGS1VLkAymS1WpTJSvR28eJFtGrVCk+zFP+QJAktW7ZEhw4dUK1aNRQsWBDx8fG4f/8+Dh8+jNWrVyPqVcphUlISPvzwQ4SGhmLmzJlGm9fz58/Rs2dP7Nu3L9vjkiShWrVqaN++PSpUqIBChQrBz88PaWlpePnyJa5cuYJDhw5h27ZtSE1NBcCCtV999RUSEhIo2KpihQoBoaHKY0+eAJmVH9SYyZrHIKvoAwMhhBBCCCGE5HdeXmx3Y3x87rEXL17tflRjkJUyWa0WBVmJXm7fvo02bdpkC7A2atQIP/30EypVqpTr+Lp166Jnz56YOXMmvv32W8yYMSMzkDlr1iy4u7tj0qRJeZ5XVFQUmjdvjkuXLmU+5uTkhGHDhmHkyJHCWrAtWrTAiBEj8OjRIwwdOhQbN27MHJs2bRoaNmyIdu3a5XmOxPhEbxrZ3myKFOEf+OgR27YvSUabl050CLKKmllSJishhBBCCCGE8EkSu2+6dk15/OFDoFxICDtQqZTb3btAamq2RlNmIQqy5shkpSCrulC5AKKztLQ09OrVC4+z5KMPHToUBw4cUAywZuXi4oJvvvkG27dvh4eHR+bjU6ZMwd9//53nuXl4eKBWrVqZP5crVw7nzp3DDz/8oHOzraJFi2LDhg346KOPsj3+6aefQubVziQWpXO5AAcH1oVRSXKycmFXUxPV96FMVkIIIYQQQgjJM60lA5yd+QelpwP37pliWmKicgFZMlnT04Es+W/ZODiwTF5iXhRkJTr7/vvvcebMmcyf+/btiwULFsDOzk7na7Rq1Qpr167NPEeWZQwYMADxSvn7erC3t8fvv/+OCRMmoFq1avjnn39QoUIFg641f/58lC1bNvPn0NBQHDp0KE/zI6ahcyYrIK7LGh5ulPnoRUsma3o6f1qSJP7jEEIIIYQQQgjRsS5rmTL8gyxRMkB0f5rlRvDFCyAjQ/mwQoXMv1mTUJCV6Oj58+f4/vvvM38uVaoUFi1aZNC12rVrhxEjRmT+HB4ejjlz5uR1igBYZuyJEyfglYclG3t7e4waNSrbYznrvBJ1EGWy5gqyilpL3r1rlPnoLCGB/8bp4ACUKIHHj9nOFCVFi5p/xwohhBBCCCGEWBtRkDWzPJva6rKK7k+z3NeKSgVQ0yvLoCAr0cncuXMRGxub+fOcOXPg7Oxs8PUmT54MX1/fzJ9nzpyJhISEPM3xNScnpzxfo0WLFtl+vsYr4kIsSpTJmqvLYnAw/2BzB1lv3eKPhYQAdnbCUgFUj5UQQgghhBBCtBPdO2Xec6kpyJqQoHAz+4qTU7Z+I7zDAKrHaikUZCVaZWRkYOnSpZk/V6lSBR06dMjTNd3d3TFs2LDMn1++fIkNGzbk6ZrGlLOOa3R0tIVmQkT0KhdQsiT/4Dt3jDIfnenQ9IrqsRJCCCGEEEJI3uhULkBNQVZRAlBwMKD5L4xHTa/Uh4KsRKujR4/iYZaIT//+/Y1y3X79+mX7eeXKlUa5rjGkp6dn+9nNzc1CMyEiOje+AqwuyJq5dUUBBVkJIYQQQgghRLs8lwsQNSw2BdG9aY57WlEmK5ULsAwKshKt9u/fn+3nrl27GuW6xYsXR+3atTN/PnLkCFJ5RSjN7P79+9l+Lpqlgx9RD70yWdVULiCPmaxULoAQQgghhBBCtNOWySrLyJUhms2DB0BysknmpkhbJmsWlMmqPhRkJVodPXo08/vAwECUKFHCaNdu2LBh5vcJCQk4c+aM0a6dF1n/zABQq1YtC82EiHh4ALzSwM+fA2lpWR7QFmSVZaPOTYjKBRBCCCGEEEKIybm6Aj4+ymMJCUBUFABHRyAoSPmgjAzz7nzUI5OVGl+pj72lJ0DU799//838vmbNmka9ds7g5b///ot69eoZ9TkMsWrVqszvNRoN2rRpY8HZGObKlSsW+3/5zz//mOV5JImt0CltrZdl4NmzLHXBPTwAX1/2YE4JCewdylzvRKItJ1QugBBCCCGEEEKMplgxloSj5MEDoGBBsPswXoDz5k2gfHmTzS8bUSarHuUCKJPVMijISoQSEhIQGRmZ+XOwKBvQADmvd8fctTEV7N+/H0eOHMn8uXXr1ggMDLTgjAwTFxeHEydOWHoaJscLsgIsbpql+SJ7U1IKsgLsDdUcQdaYGP67obMz8Op3jcoFEEIIIYQQQkjeFS8OXLigPPbwIVCtGliQdfdu5YPM2fxKFBOhcgGqR+UCiFB4eHi2n4sZOYUu5/UeiiJLZpCQkIBPPvkk82dJkjBlyhQLzohoI4qL5nrTUUPzq1u3+GMhIYBGg+RkIMvaRjaOjoCfn2mmRgghhBBCCCG2RltdVgBAmTL8g8wVZJVlowVZqVyAZVCQlQjFxcVl+7lAgQJGvX7O68XHxxv1+vr66KOPcO3atcyf+/btm605F1Ef0QpdroRRNTS/Er1Bv3pjz7G2kU1gIL8mOyGEEEIIIYSQ7ERB1sxdka/KtikyV5D16VNWyk6Jjw+QI34iKhfg62vEeRGd0a06EUrI8Q/cmddlyEAuLi7Zfs4Z1DWnqVOnYsWKFZk/BwcHY86cORabD9GNKMiqykzWPDa9olIBhBBCCCGEEKI70T1U5r2XGoKsejS9io/nx2O9vdkOSGJ+VJOV6EWSJFVfz1A//fQTvv7668yf3d3dsXHjRnh6elpwVnnj7u6OSpUqWXoaJifaBpFrZU8UZDVXJqsOTa9EQVZqekUIIYQQQgghutOpXECJEoC9PZCWpnxQQgLg6mqS+WXSI8gqymKlUgGWQ0FWIuSa40UkMTHRqNfPmSnr7u5u1Ovr4rfffstWh9XR0RHr169H1apVzT4XY6pUqRL++ecfS0/D5PTKZBWVCzBXJuu///LHXgVZeY28AAqyEkIIIYQQQog+dCoXYG/PemRcv6584LVrQM2aRp9bNqLEH2p6ZRUoyGqjQkND9T4nJCQEDg4O2R7LGfSMiYnJ07xyio2Nzfazm5ubUa+vzZIlSzBo0CDIsgwAsLe3x5o1a9C6dWuzzoMYTq/GV8WKAXZ2QHp67oMfPgRSUky7ryI9Hbh6lT9esWLmVHioXAAhhBBCCCGE6M7fn/W1yMjIPRYezm7T7OwAVKjAD7Jevmz6IKsemazU9EqdKMhqo8qXL6/3OXfv3kVQUFC2xwICArL9HBYWlpdp5fIwRzQpMDDQqNcXWbp0KT788MNsAdbVq1eja9euZpsDyTu9Gl/Z27MopdIKoSyzZcxSpYw6v2xu3waSkpTHihTJrE5O5QIIIYQQQgghxDgcHICiRZUbDKelsftGf38AlSsDGzcqX+TKFZPOEYBemayicgGUyWo51PiKCLm6uqJIkSKZP98x8pbquzleREJCQox6fZ7ly5fjgw8+QMarpazXAda3337bLM9PjEevcgGAZZtfXb7MH8tSP5fKBRBCCCGEEEKI8ehUMqByZf5Bons5YzFSJisFWS2HgqxEq4qvtjADwLlz54x67dOnT3Ofy1RWrlyJ/v37U4DVRvj6Arz+aY8fswTVbCzZ/Eq0+pnlDZ3KBRBCCCGEEEKI8YjuozLvv0SNo02dyZqayr8RtLPLFSWmxlfqREFWGyXLst5fOUsFvNawYcPM7x8+fJhri39eHDt2LPN7V1dX1KpVy2jXVvLnn3+iX79+FGC1Ifb2gI+P8lhyMpCj7K9lm1/pkMkaFwe8fKl8iIcH4Olp/GkRQgghhBBCiC0TZbJmhjhKlQKcnJQPiogAXrww+rwyPXigXDQWYJPP0T+HMlnViYKsRKvmzZtn+3nDhg1Gue7Dhw+zZbI2atQoV+MtY1q9ejXef/99pL9qekQBVtuhV8kAS5YL0CGTleqxEkIIIYQQQohx6RRktbcHRP1tTJnNqkepAICCrGpFQVaiVcOGDVEsyyvS0qVLjXLdZcuWZTadAoD33nvPKNdVsnbtWvTp04cCrDZKtB0i1zYKUSarKcsFJCYCN28qj0kS62QJcT1WKhVACCGEEEIIIfoT3UtluwezVF1W0b2oQpCVygWoEwVZiVYajQb9+vXL/PnChQvYuXNnnq6ZkJCA+fPnZ/7s5eWFt956K0/X5Pnf//6H9957jwKsNswqMllDQ/nbP0qWBNzcAFAmKyGEEEIIIYQYm06ZrIDl6rKK7kUVEoUok1WdKMhKdDJixAh4eHhk/jxy5EgkJycbfL1JkybhSZZXhTFjxsDV1TVPc1Syfv169O7dG2lpaQAowGqrRCt1ud58fHxYcVMlUVH8gqh5JVr11LHpFQVZCSGEEEIIIUR/OgdZLZXJqke5gLQ04Plz5UOdnfm3u8T0KMhKdOLj44OxY8dm/nzjxg0MGTLEoGv9/fffmD17dubPAQEBGDlyZF6nmMvGjRvRq1cvCrDmA6KVulzbKCTJMiUDRKueWVZLqVwAIYQQQgghhBiXnx+/p1VkJGuaDEB7JmuWkodGJboPzXH/+uwZfxqFCrFbXmIZFGQlOhs7dixq1aqV+fOSJUvw6aefIoO3BVrBgQMH0L1798yt+5Ik4Y8//oDbq63SPA8ePECrVq1QoEABtGrVCg9EkSgAmzZtQs+ePSnAmk/oVS4AsEzJAMpkJYQQQgghhBCL0GiAwED+eHj4q28CAwFPT+WDoqOBsDCjzw2AXpmsVCpAvSjISnRmb2+PtWvXonCWvdk//vgjWrRogWvXrgnPTUpKwuTJk9G2bVvExMRkPj5x4kS0atVK63P36dMHe/fuRWxsLPbu3Yv333+fe+yWLVvQo0cPpKamZs6bAqy2Ta/GV4A4yGrhTFYKshJCCCGEEEKI8elUMkCSzF+XNToaePFCeczdHfD1zfYQNb1SL3tLT4BYl5IlS2L37t1o1aoVnj59CgA4ePAgKlWqhNatW6N9+/aoWrUqChYsiISEBNy7dw+HDx/G6tWr8SLHi8ann36KiRMnan3O2NhYHD58ONtjhw4dQmxsbLY6sQCwbds2dO/ePTPACrBAbqVKlRAaGmroHztT8eLFTVI7luSN3pmsonIBpshkjYrir3g6OgKlSwNgWz5ESdqilVdCCCGEEEIIIXyiIGu2+7DKlYFjx5QPvHwZaNfOqPPSWiogx/5/ymRVLwqyEr1VrVoVZ86cQbdu3XDmzBkAQEZGBnbt2oVdu3ZpPd/Z2Rnz5s3Dhx9+qNPzaTQaSJIEOUvREUmSoNFkT8S+du0aunXrhpSUlGyPT5gwARMmTNDpubQ5cOAAmjZtapRrEePRq/EVYP5yAf/+yx8rVw5wcADAipcnJSkf5ucHuLgYf2qEEEIIIYQQkh+Ielxk21Fo7kxWPUoFAOIgK2WyWhaVCyAGKV68OE6cOIGFCxeiSJEiOp2j0WjQvXt3XLt2TecAKwC4ubnlKinQunXrXHVcHz9+nCvASvIHvRpfAeZvfEX1WAkhhBBCCCHEonQqFwBku0fLRXRvZyg9ml4B4nIBlMlqWRRkJQazs7PDkCFD8PDhQ2zevBmDBw9G9erV4evrC3t7e7i7uyMoKAidO3fGjBkzcP/+ffz1118ICgrS+7mWLl2Ktm3bwsPDA23btsUff/xh/D8QsVpubgCvikNUFJAr9i76Hbx3D9CjmZtOdKzHKioVQEFWQgghhBBCCDGczuUCRJms164BrxpsG40RM1kpyGpZVC6A5Jm9vT06d+6Mzp07m+w5ihYtip07dwqPadq0abaSAiR/KVyYvwD47Bng75/lARcX9kBERO6DU1LY48YsgGqETFbR1hZCCCGEEEIIIWI6lwsoWJB/v5icDNy6xcq+GYsok5XKBVgVymQlhNgEo5YMMGZdVlmmcgGEEEIIIYQQYmE6lwsAzFsyQHT/SeUCrAoFWQkhNkH0ZmLR5lcREcDLl8pjBQpke6encgGEEEIIIYQQYhqenoCHh/LYy5dAbGyWB8zV/CojQ5zJqlDqjsoFqBcFWQkhNkG0LUJxpU8UZDVm8yvRKmelSoAkZf5I5QIIIYQQQgghxHR0LhlgrkzWR48Umoi8UrRoruYjsszPZJUkwNfXeFMj+qMgKyHEJuidyWqucgE6Nr0CqFwAIYQQQgghhJiSziUDzJXJqmepgNhYVhZWiY8PYE+dlyyKgqyEEJsgymTVu1yAuTJZs6yOpqcD4eHKh2k0bBGTEEIIIYQQQojhREHWbOXbKlTItuswm1u3gIQE40yIml7ZFAqyEkJsgmobX+mYyfroEQu0KgkIoBVJQgghhBBCCMkrncsFuLgApUopHyjLwLVrxpkQNb2yKRRkJYTYBL3LBfj7A46Oyic8egQkJuZ9UunpwNWr/PEsQVYqFUAIIYQQQgghpqVzuQDAPHVZRUFWPTNZKchqeRRkJYTYBL3LBWg04mzWe/fyOiXg9m0gKUl5rEiRbFXJs21NyYGCrIQQQgghhBCSdzqXCwDMU5eVygXYFAqyEkJsgt7lAgDTlwzQsR4rIM5kFW1pIYQQQgghhBCiG53LBQCWz2SlcgFWh4KshBCb4OPDklOVPHnCyubkYurmVzrWYwWoXAAhhBBCCCGEmFpgIH/s4cMc942iIKsxMlmTkoCICOUxR0dW4i4HymRVNwqyEkJsgkYD+Pkpj6WmAi9fKgyIgqwqymSlICshhBBCCCGE5J2zM/++MSkJeP48ywMhIYCTk/LBERHAixd5m4yoRF1QEGBnl+thymRVNwqyEkJsht7Nr0xdLkC0upkjyCqqyUrlAgghhBBCCCHEOET3V9nuy+ztgQoV+AfnNZtVz1IBADW+UjsKshJCbIbeza9Emay3b+dtMomJwM2bymOSlOvNmjJZCSGEEEIIIcT0RPdXue7LRM2v8lqXVXTPyblXpXIB6kZBVkKIzdC7+ZUoyBoaCiQnGz6Z0FAgI0N5LCQEcHXN/DExkf9m6ewM+PoaPg1CCCGEEEIIIf8RBVnv38/xgCnrsl68yB/j3KtSuQB1oyArIcRm6F0uoEABoEQJ5RPS0vL2pnnqFH8sx2qoqBRPiRIs8ZUQQgghhBBCSN4FBfHHcvU/FmWyiu75dHH+PH+sSpVcD6WkAFFRyoe7ugJubnmbDsk7CrISQmyGaHsEd8WvenX+SaI3PW0OHuSPVa2a7Udt9c4JIYQQQgghhBiH6B4r171Zjnu3bM6f53RY1kFqqjipR+E+9elT/uFUKkAdKMhKCLEZemeyAqYJssqyOMjauHG2H3OtlmYh6s1FCCGEEEIIIUQ/onusXPdm/v6s3JsSWQaOHDFsElevstRUJQEBgJ9froep6ZX6UZCVEGIz9G58BYiDrBcuGDaR69eByEjlMUdHoF69bA9RkJUQQgghhBBCzENbkFWWczzYrBn/hAMHDJuE6F6Tc49KTa/Uj4KshBCboXfjK0AcZL14EUhP138ioizWunUBF5dsD1G5AEIIIYQQQggxDy8vwNNTeSwmRqHuadOm/IuJ7v1ERLsmOfeo1PRK/SjISgixGQaVCwgIAHx8lMfi44Fbt/SfiOiNVuENmjJZCSGEEEIIIcR8RPdZuZJgmjThH3zhAr8blYgoyFqtmuLDVC5A/SjISgixGQYFWSXJuHVZtdVjpSArIYQQQgghhFiUXnVZAwOBUqWUDzakLmtGBpULsFEUZCWE2AwXF8DDQ3ksOhpISuKcaMwga2gofx+Hk1OueqwxMcCLF8qHu7nxk2wJIYQQQgghhBhGryArYNy6rHfvshtBJV5e3JpxVC5A/SjISgixKaI3l6dPOQPGDLJqq8fq7JztIVE91uBglmhLCCGEEEIIIcR4RL0vFO/RjFmXVVupAM5NIJULUD8KshJCbIpom4RBza/On1doLylApQIIIYQQQgghRNX0zmQV1WW9eJG/PVGJAaUCAHEmK5ULUAcKshJCbIpBdVlLlwZcXZXHnj0DIiJ0e3Kqx0oIIYQQQgghqqd3kDUggN03KpFl4PBh3Z9clMkqCLJSJqv6UZCVEGJTRCt43DclOzugalX+ibqWDLh2jf8kTk6sXEAOonIBoi0shBBCCCGEEEIMo61cgOJmRlFdVn1KBhgQZJVl/q2mRkO9PNSCgqyEEJsiWsETba9AtWr8MV2DrKI31nr1ctVjBSiTlRBCCCGEEELMzc0N8PNTHktM5AQ0jVGX9fFj4NEj5TEnJ6BsWcWhly+B1FTl0/z8WKCVWB79NRBCbIookzU8XHCiMZpf6VkqAKAgKyGEEEIIIYRYglHrsl66pFtdVtG9ZeXKgIOD4pDoXpbqsaoHBVkJITYlMJA/FhYmODGvQVYD6rHKMpULIIQQQgghhBBL0DvI6u8PlCmjfIIsA4cOaX9SA5teie5lRffAxLwoyEoIsSnFivHHhEHWSpVYbVYl9+4BUVHiJ756FXj6VHnM2Rl4441cD794AcTGKp/i7Q14eoqfkhBCCCGEEEKIYbTVZVWU17qsBja9Et3Liu6BiXlRkJUQYlMMzmR1dgYqVOCPi1YcAarHSgghhBBCCCFWRO9MViDvdVlNEGSlTFb1oCArIcSm+PoCjo7KY5GRQErK/9u77/goqv3/4+80SEIgEULvCAhIlSIdA4YmAiIgeFXUqyggRUXx6lVAvbaLigUUFUQREeGKBZEmINIh9KL03msCCYQk8/sjP+abgewmu7PJbjav5+ORh3t2ds6cJSPLvPfM5zjZ2U7JgMWLHW+jHisAAAAA+BS3Qtas6rKePu14e0KCtGtX5tsCA6W6dR3ueuiQ424JWX0HISsAvxIYKJUtm/k2w3C8kKMkqX59x9uczWRNS3Nef8dByEo9VgAAAADwDrdC1tKlpVtucbzj0qWOt23a5Hhb9epSeLjDzcxkzRsIWQH4Hbfrsro7k3X7dsffWDqoxyoxkxUAAAAAvKVCBSkgIPNtBw9KqakOdnS3LqubpQIkarLmFYSsAPyO23VZnc1k3bFDSkrKfJuzD9LmzaWCBTPdRMgKAAAAAN5RsKBUpkzm265elY4edbCju3VZnd0daSNkdXQnJ3IfISsAv+MsZHVWy0ZRUY7TzdRUaevWzLe5UY9VolwAAAAAAHiTx+uybtkinTqV+TY3Z7LGx6f/ZCYqSoqIcNwtchchKwC/4/ZMVsn1kgEXL0q//+54Hwchq2EQsgIAAACAN7kVspYqJdWo4XjHX3658bnkZMeTdiSn16HUY807CFkB+B23a7JKroesEydKFy5k/vqwMKlJk0w3HT8uXb6c+W4lSzqteQ4AAAAA8ABnk1ucTYpxWpf1vffSZ9VktH17eg2CzJQvLxUr5rA76rHmHYSsAPxOrs1kTUmR3n/f8etjYhzWY2UWKwAAAAB4l1szWSWpY0fH27Ztk+bOtT6XQ4teMZPVtxCyAvA7btdklZwvfrV5s3WJyZkzpQMHHL9+0CCHm1j0CgAAAAC8y+2QtXNnqUIFx9v/+19r29miV86uQeX8GpaQ1bcQsgLwOyVKSCEhmW87dszxXRqS0peXLF48821JSdLOnemPDePGD86MatVy+u0mISsAAAAAeJfb5QKCg6Wnn3a8ffFiKS7u/9rMZM0XCFkB+J3AQKls2cy3GUZ6PVSHAgKcf8jNnJn+3z/+kNavd/y64cPTB+IAISsAAAAAeFe5clJQUObbDh/OYoLOP/8pRUU53v7uu+n/3bfPGrhez0bISk1W30LICsAv5Vhd1lGjpPnznc9iLVVKuv9+p4egJisAAAAAeFdwsOO7/tPSpIMHnexcuLD05JOOt3//ffqCV927S4mJmb/mppuclx0QM1nzEkJWAH7JVl3W5s0db0tLk3r1kubMcfyaIUMcLnh1DTNZAQAAAMD73K7LKqVf+zmqVZeamn5tuXmz4/2bN0+/m9IJarLmHYSsAPySrZmsd90lVanieHt8vONthQo5/zZT6Z+1jr4RDQjI8otMAAAAAICHuF2XVZJKl5YeeMDx9gsXnO8/ZIjTzQkJjrsoUiR9Mi18ByErAL/krDZNliFrUJD0+eeOi/M489hj6bd8OHHkiJSSkvm2smWlAgVcPywAAAAAwHW2ZrJK0rPPunfg+++XYmOdvuTIEcfbqMfqewhZAfglWzNZJaltW2nMGNcOGhQkDRuW5csoFQAAAAAAvsF2yHrrrVLnzq4dtEGD9Ik9WZQKoB5r3kLICsAv2arJes3QodKDD2b/oL16ZWvVKkJWAAAAAPANtkNWSXruuewfMDpamjVLCg/P8qXUY81bCFkB+CXbM1ml9G8VJ0yQGjbM3uuHD8/Wy5zV9SFkBQAAAIDcY6sm6zVt2mTvujEoSJoxQ6pYMVvdMpM1byFkBeCXSpaUgoMz33bsmOOaqDcIC0v/lrF4ceevi4nJdhjr7NvQbEyEBQAAAAB4SKlSUsGCmW87flxKSspGJwEB2Zt0M3asdMcd2R6bs5CVmqy+h5AVgF8KCpLKlMl8W2qqdOKEC52VLy/NnOk4tZVcuj2EcgEAAAAA4BsCAz00m7VnT+czVB95RBo0yIWRMZM1ryFkBeC3PFKX9ZrWraUPPsh8W5s2UseO2e6KkBUAAAAAfIdHQtbgYOmNNzLf1qSJNH58lgtdXY+arHkLISsAv+WRuqwZDRggffKJ9V6Shg3Ta+pk88MyOVk6ciTzbcHBUtmybowLAAAAAOA2jyx+JUn33y+98opUoMD/PdelizRnjhQa6vK4mMmatzi59xUA8jZnNWrcClkDAqQnn5S6d5f++ksqVEhq1MilbyMPHpQMI/NtFSqklzkAAAAAAOQej4WskjR6tDR4sLR2bfpFXq1aLs9glaRLl6Rz5zLfVriwFBnpcpfIYYSsAPyWx2eyXlOqVPqPGygVAAAAAAC+xaMhqyRFR0udOrk9HsnxHZASs1h9FeUCAPgtj9Zk9RBn9Xyc1QECAAAAAOQMj9Rk9TDqseY9hKwA/FaOzWS1gZmsAAAAAOBbPD6T1QOox5r3ELIC8Fser8nqAYSsAAAAAOBbihWTIiIy33b2rHThQu6OR3J+zersWhfeQ8gKwG+VKuV4IamjR6XU1NwdjyTt3Ol4GyErAAAAAOS+gACpShXH23ftyr2xXMNM1ryHkBWA3woKkkqXznxbSop04kTujscwnIes1avn3lgAAAAAAP+nWjXH25xdx+UUarLmPYSsAPyaL9VlPXZMungx823FiqX/AAAAAABy3y23ON7mjZCVmax5DyErAL/mS3VZmcUKAAAAAL7J2TXZ33/n3jiuoSZr3kPICsCv+dJMVkJWAAAAAPBNzq7Jcnsma1KSdOZM5tsKFZIiI3N3PMgeQlYAfs1ZyOqsxk1OcPbB7OzWFAAAAABAzsqqXIBh5N5YsioVEBCQe2NB9hGyAvBrvjST1dktJsxkBQAAAADvKVrU8ToZFy+mr7GRW6jHmjcRsgLwa9RkBQAAAABkh6+UDKAea95EyArAr/nKTNarV6W9ezPfFhAgVa2ae2MBAAAAANwoL4SszGT1XYSsAPxaqVJSoIO/6Y4ckdLScmcc+/ZJKSmZb6tQQQoLy51xAAAAAAAyl1Vd1tzibP0QQlbfRcgKwK+FhKQHrZm5elU6eTJ3xkGpAAAAAADwbc6uzZytseFpzGTNmwhZAfg9X6jLSsgKAAAAAL4tL5QLoCar7yJkBeD3nH3T5+w2DE9y9oHs7JYUAAAAAEDuqFo1fc2MzOzdm343ZG6gXEDeRMgKwO/5wuJXzm4tYSYrAAAAAHhfWFj6mhmZSUmR9u/P+TFcviydPp35trAw6aabcn4McA8hKwC/5wshK+UCAAAAAMD3ebsu65EjjreVK+d4pi28j5AVgN/zdk3Wixelo0cz31awoONvSgEAAAAAucvbdVmpx5p3EbIC8Hversnq7IO4alUpKCjnxwAAAAAAyJqzNTNyI2SlHmveRcgKwO95u1wApQIAAAAAIG/w5ZmshKy+jZAVgN8rU8Zx3ZojR6S0tJw9PiErAAAAAOQN3q7JSsiadxGyAvB7ISFSqVKZb0tOdrxyo6c4+yAmZAUAAAAA31GhQvraGZk5ejR9zY2cRE3WvIuQFUC+4Owbv717c/bYzmayOqv3AwAAAADIXUFB6WtnOLJrV84ef98+x9vKls3ZY8MeQlYA+ULlyo635WRdHcOgXAAAAAAA5CXeKhmQluY8xK1SJeeODfsIWQHkC95aIfLkSSk+PvNtUVFSdHTOHRsAAAAA4DpvLX51+LCUlJT5tpIlpcjInDs27CNkBZAveOubSGd933KL4wW5AAAAAADe4a1JOlldP8K3EbICyBe89SFJqQAAAAAAyFu8NZOV68e8jZAVQL7g7ANp16702jc5gQ9JAAAAAMhbsroT0jBy5rjMZM3bCFkB5AuRkek1bDKTlCQdOpQzx3X2IUnICgAAAAC+Jzo6fQ2NzMTHp6+9kRO4fszbCFkB5BveKBngrF++iQQAAAAA3xMQwPUjXEfICiDfyO3Fr1JSpD17HG+vWtXzxwQAAAAA2JfbdVmTkqQDBzLfFhQkVani+WPCswhZAeQbuf1N5IED0tWrmW8rV04qVMjzxwQAAAAA2Jfbk3T27HFc67VKFSkkxPPHhGcRsgLIN5yFrDnxIUnRcgAAAADIm3J7kg7Xj3kfISuAfCO3v4l09sFL0XIAAAAA8F25XS6ARa/yPkJWAPlGlSrptWwyc/Bgeg0cTyJkBQAAAIC8ydkaGrt3S6mpnj0ei17lfYSsAPKNkBDHxcINI/2D0pP4JhIAAAAA8qZChdLX0sjM1avS/v2ePR7lAvI+QlYA+Upu1tXhm0gAAAAAyLt85fqRSTp5AyErgHwltxa/unRJOnw4820hIVLFip47FgAAAADA83KrLuvp09LZs5lvK1xYKlXKc8dCziFkBZCv5NbiV85KD9x8sxQc7LljAQAAAAA8L7dC1qxKzQUEeO5YyDmErADyldy63WP7dsfbuNUDAAAAAHyfs2s3Z9d8rqLUnH8gZAWQr2Q1k9UwPHOcuDjH22rU8MwxAAAAAAA5x9m12/r1UlqaZ47Dosn+gZAVQL5SqlR6TZvMnDsnnTnjmeOsW+d42223eeYYAAAAAICcU7myFBmZ+bb4eOdl4lzBTFb/QMgKIF8JCMj5xa/S0tK/1XSkUSP7xwAAAAAA5KyAAOfXb87uYHSFs+tQQta8g5AVQL6T04tf7dolJSRkvi0qSqpSxf4xAAAAAAA5z1nI6uwOxuxKTXU+I7ZaNfvHQO4gZAWQ7+T04lfOPmgbNWJlSAAAAADIK3I6ZD1wQEpOznxb2bJSRIT9YyB3ELICyHdyeiZrViErAAAAACBvaNjQ8bb169NnotrBolf+g5AVQL7jzZmszj6gAQAAAAC+pVIlqWjRzLddvGj/GpJFr/wHISuAfMdZTZvdu+19E5mayqJXAAAAAOAvslr8ym7JABa98h+ErADynYiI9No2mUlOTq+J466//pISEzPfVqyYVLGi+30DAAAAAHJfToaszmayUi4gbyFkBZAvOftG0E5dVha9AgAAAAD/wkxWZAchK4B8KacWv4qLc7yNUgEAAAAAkPc4u5bbuFFKSXGv30uXpMOHM98WEsKdkHkNISuAfCmnFr/KaiYrAAAAACBvKVdOKlEi822Jiell49yxa5fjbVWrSsHB7vUL7yBkBZAv5US5gJQUacMGx9sJWQEAAAAg7wkIkBo2dLzd3ZIBlArwL4SsAPIlZ+UC3J3Jun27dPly5ttKlnS82BYAAAAAwLflRF1WFr3yL4SsAPKlSpXSa9xk5vDh9No4rnL2wdqwIYteAQA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", 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S+uqrr1SiRAk/jgrBZtasWXrppZfMduPGjfXxxx/7cUQori6/SC9durTS0tLUq1cvy2ruVatWVa9evdS2bVvVqFFD0dHRSk1N1ZEjR7R8+XJNnz7dUtt17969uuGGGzRr1iy1a9eu0N4PglN2dra2bNmiY8eOedzHqVOntHfvXkJW+AzXSAhmGzZsUO/evc27A0JCQvTZZ5+pTJkyfh4ZCoqQFSgivL2SICsTwl9WrFih22+/3VLI/cMPP1TLli39OCoEm927d+vuu+82/5EaHx+v7777TtHR0X4eGYqj3H/fSVJmZqYGDBhgBqylSpXSf/7zHz366KMKCwtz2Mdtt92m119/XbNmzdKjjz6qPXv2SMoJcG+77TatX79eFStW9O0bQdDatm2b7rvvPi1btizPtsqVK6thw4aKjIxUiRIllJWVpczMTJ04cULr169Xamqq+doffvhBP/zwg/72t79pzJgxiouLK8y3gWKIayQEix07dqhLly6WUmr//Oc/deutt/pvUHAbISsQoC4PAtLT073a/+XfAlPTDYUhOTlZXbt2tcwKGD58uGXVd8Cu9PR09erVSydPnpSUc8E0ceJEXXXVVX4eGYqry2da/fTTT/ryyy8lSTVq1NDcuXMLfH527dpV69atU7du3cxA7Pjx43rqqaf0zTffeHfgKBZWrlypbt26mX9nSlKVKlX0xBNPqG/fvi4XrzIMQ8uXL9fEiRP12Wef6cKFC5KkSZMmKTk5WfPmzSP8h1dxjYRgtGvXLnXq1MmyqNv999+vl19+2Y+jgidC/T0AAI5d/oF+eT03u3LPOpByZtEAvrR69WolJSVZvp19+umnNWLECL+NCcHpscce05o1a8z2iy++qJtvvtmPI0Jxd/ln7FtvvSVJiouL0/Tp093+AiAuLk6//PKLZRGMb7/91rLAG1AQhw8f1i233GIJWJ988kn9+eefeu6551wGrFLOl1itW7fWmDFjtGnTJsuign/++aduuummPDO5ATu4RkKw2b17txITE7V3717zuT59+uizzz7z46jgKUJWIEBdvnrg/v37vdr/5StlUjsLvrRmzRolJSXp1KlT5nNDhgwxgwbAW8aMGWPOEJRyZv2xWAD8LSEhweHzb7zxhq655hqP+rzyyistC2MYhsFMVrht2LBhOnLkiNl++eWX9e6773oULF111VX67bffdMMNN5jPrVmzhs96eBXXSAgme/bsUWJiolkCSJLuvPNOTZo0yWn5IAQ2QlYgQNWqVctSE2jnzp1e7X/Xrl2WNrfRwlfWrVunpKQkyyyZIUOG6J133vHjqBCMli5dqqeeesps16hRQ19//bVCQ/nnDvyrZs2aeZ6Li4vTgw8+aKvfPn36WEoRLFq0yFZ/KF6OHDmiyZMnm+22bdvqn//8p60+o6KiNHHiRMtsw/fee08XL1601S9wSXR0tCpUqGC2uUZCUbVv3z4lJiZq9+7d5nN33nmnJk+erPBwKnsWVVx1AAEqMjJStWrVMturV6/2av8rV660tBs0aODV/gFJWr9+vW688UadOHHCfI6AFb5w4cIF3XnnnZYL+d27d6tMmTIKCQlx+ycxMdHSf79+/Zy+9ocffijkd4uipmzZsnkWAOrYsaNKlixpq9/o6Gg1b97cbP/111+2+kPxMnv2bMvfmU8++aRXFv2pUqWKevXqZbYPHz6sVatW2e4XuCT3HQC+vkby9G4DwJX9+/crMTHREuoTsAYHQlYggLVv3958nJycrPPnz3ulX8MwtHTpUrNdu3ZtVapUySt9A5ds3LhRnTt31vHjx83nCFjhK+np6Tp48KC/hwE41apVK0vb0exWT+ReVCh3zWsgPxs3brS0L/9yyY7L+1q3bp3X+gZyXyPt27cvzy3+dixevNh8HB0drRYtWnitb0CSDhw4oMTERO3YscN8joA1eBCyAgGsU6dO5uO0tDTNmjXLK/0uXrzYsnJh586dvdIvcMmmTZvUqVMnAlYA+P/atWtnaXur1lruchjUb4M7cpfxCQ0NVdmyZb3Wd+7w//JjAXblvkaSpO+++84r/e7bt88yk7VDhw6KiIjwSt+AJB08eFCJiYnavn27+RwBa3DhtwgEsNtuu01RUVFKT0+XJH3++ee69dZbbfc7YcIES/uee+6x3SdwyebNm9WpUycdO3bMfI6AFb4WGxurLVu2eK2/BQsWaMCAAWZ7+PDh6tu3r8PXsigGCuK2227TiBEjzLa36gjmXvTF2QJbgCO56/lmZ2fr7NmzKl26tFf6PnPmjNNjAXa1b99eVatWNWewTpgwQYMHD7bd7xdffCHDMMw210jwpkOHDikxMVHbtm0znyNgDT78JoEAFhsbqzvvvFMTJ06UJP3000/avHmzrfqpBw4cMPuTpLp161puuQHs+PPPP9WpUycdPXrUfI6AFYUhNDRU9erV81p/uWf7S1K9evW82j+KnyZNmuiaa67Rpk2bJOUE+RcuXLBVl/XcuXNas2aN2W7YsKHtcaL4uHyV9o0bN6pNmzZe6XvDhg2WNl9GwZtCQ0P1wAMP6JVXXpEkrV27Vr/++qu6d+/ucZ9paWl6//33zXZ8fLyltjBgx+HDh5WYmKitW7eazxGwBifKBQAB7h//+Id5+59hGBo0aJCt/p566illZGSY7ZdeeslWf8Alf/31lxITE3XkyBHzOQJWAPg/Q4YMMR+fOXNG48ePt9XfxIkTzbtdJMr/wD3XXXedpf3ll196pd/MzExNnjzZ8lzr1q290jdwyeDBgy0zr4cMGaILFy543N+IESMskwSGDh2q6OhoW2MEJOnIkSPq1KmTZXFKAtbgRcgKBLj69evrwQcfNNsLFiwwv7V11/jx4zV16lSz3axZM/Xr18/2GIGtW7cqMTHRMvuPgBUArO6//37VqlXLbL/44ovas2ePR33t3bvX8kVpZGSk+vTpY3uMKD46duxoWfj0008/zbOyuifeeOMNy4Iu7dq1U7Vq1Wz3C+RWpkwZDRs2zGxv3bpVAwcO9Kiv2bNn6+233zbblStXtnwpBnjq6NGj6tSpk6WkFQFrcCNkBYqAUaNGqXr16mZ7+PDhln8IFMQ333yjxx57zGxHRkbqyy+/tCyYAXhi27ZtSkxM1KFDh8znCFgBIK+IiAh9+umnCgkJkSSdOnVKSUlJbtdnPXnypHr27Gmpff344497deEiBL+wsDBLSJWZmambbrpJycnJHvf5wQcf5LlL6l//+pfH/QGuDBs2TC1atDDb48eP19NPP63s7OwC9zF//nz17t1bWVlZkqSQkBB9/vnnKlWqlNfHi+Ll2LFj6tSpkzZv3mw+R8Aa/EhXgCIgLi5O3377rflhbxiGnnnmGfXu3duy4IUjp0+f1hNPPKG7775bFy9elJTzj4cPP/yQ2m2wbfv27UpMTNTBgwfN5whYAcC5xMRES+i0bds2NW/eXOPGjTM/p12ZPn26GjZsqHXr1pnP1atXTyNHjvTJeBHcBg4cqA4dOpjtY8eOqW3btnr++ed1/PjxAvezfv169ejRQ0888YRl4aCHHnpIXbt29eqYgUvCw8M1ZcoUlS9f3nzunXfeUefOnfNdDPP8+fMaOXKkunXrppSUFPP54cOHKykpyWdjRvFwKWC9VIddImAtLkKM3J+CAALanDlzdNtttyktLc18LiIiQj179lTXrl3VoEEDxcXFKTU1Vdu3b9f8+fP17bff6ty5c+brQ0JCNHr0aD355JP+eAsIIjt27NANN9xgCfq7devmtYA1ISGBlbLhNwsWLFBiYqLZnjx5svr27evHESHYPPHEE/rggw8sz1WqVEm33Xab2rZtq6uuukoxMTFKTU3VwYMHtW7dOn3zzTeWVYmlnNtaFy5caClDALjj+PHj6tKli2URNSknwEpKSlLbtm3VuHFjJSQkKDY2VpmZmUpJSdG+ffu0du1azZkzxxL6X3Lrrbfq22+/VYkSJQrrraCIsvuZu27dOiUlJVlm94eGhqpLly7q0aOHmjRpoiuvvFJpaWnavXu3Fi5cqMmTJ+vkyZOWfp5++mm99dZb9t8Qgo475+jx48fVqVMnywKADRs29FrAGhcXp4oVK9ruB75ByAoUMevXr9cdd9yh7du3u71vfHy8vvzyS91yyy0+GBmKm2rVqmnfvn0+63/48OEaMWKEz/oHXCFkRWEYO3asnn76aY8Xa7nuuus0bdo0Vm6HbWfPntUTTzyhCRMm2O4rIiJCL7zwgl566SXKUqFAvPGZu3fvXt1xxx1atWqV28ePjIzUe++9p0ceecTtfVE8uHOOduzYUX/88YfPxnL//fd75e9q+AafekAR07hxY23YsEEvv/yy4uPjC7RPiRIl1L9/f23dupWAFV7jy4AVAIqDgQMHasuWLfrb3/6miIiIAu9XtWpVjR07VosXLyZghVfExMTo888/15IlS3TLLbcoLCzM7T5KlSqlv//979q0aZNGjBhBwIpCVa1aNS1btkxjxoxRhQoVCrRPaGioevfurS1bthCwwmv27t3r7yHAjygGARRBkZGR+te//qWhQ4fq+++/15w5c7Ry5UodOnRIKSkpKlWqlMqWLatmzZrp+uuvV9++fVWmTBl/DxsAAFymZs2a+uqrr/Tuu+/qf//7nxYvXqy1a9fq0KFDOnPmjKScWwOvuuoqtWjRQj169FCXLl08CsGA/LRp00Y//fSTjh07pl9//VVLly7Vxo0btXfvXp08eVLp6ekKDQ1VVFSUypUrpxo1aqhJkyZq3769unTpoujoaH+/BRRjYWFhGjhwoPr3768ZM2ZoxowZWrFihfbt26fTp08rMjJSCQkJaty4sdq3b69+/frxRRUAr6JcAAAAAAAAAADYwD0cAAAAAAAAAGADISsAAAAAAAAA2EDICgAAAAAAAAA2ELICAAAAAAAAgA2ErAAAAAAAAABgAyErAAAAAAAAANhAyAoAAAAAAAAANhCyAgAAAAAAAIANhKw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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Final Freysoldt correction is 0.738 eV\n" - ] - } - ], - "source": [ - "frey_corr = get_correction_freysoldt(v_Cd_dict[\"v_Cd_-2\"], 9.13, plot = True)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "Note that here we have used the Freysoldt (FNV) image charge correction scheme, which assumes an isotropic dielectric screening and so should only be used with **_isotropic/cubic host materials_**.\n", - "`doped` also supports the Kumagai-Oba (eFNV) charge correction scheme, which allows for anisotropic\n", - "dielectric screening and so should be used for **_anisotropic/non-cubic host materials_** (example\n", - "below, see sidebar).\n", - "\n", - "`doped` will automatically perform the appropriate charge correction method for your system, based on\n", - "the supplied `dielectric` constant (i.e. anisotropic or isotropic) and calculation outputs, and will\n", - "warn you if any required outputs are missing." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -377,12 +259,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "```{tip}\n", "Defect formation energy (a.k.a. transition level diagrams) are one of the key results from a\n", @@ -392,12 +269,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "```{important}\n", "To calculate and plot the defect formation energies, we generate a `DefectPhaseDiagram` object, which\n", @@ -408,11 +280,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 21, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.273235Z", - "start_time": "2023-08-22T15:20:29.019735Z" + "end_time": "2023-11-01T13:14:44.042287Z", + "start_time": "2023-11-01T13:14:43.863869Z" } }, "outputs": [], @@ -424,12 +296,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "To calculate and plot defect formation energies, we need to know the chemical potentials of the elements\n", " in the system (see the [YouTube defects tutorial](https://youtu.be/FWz7nm9qoNg) for more details on\n", @@ -441,11 +308,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 22, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T16:58:21.283608Z", - "start_time": "2023-08-22T16:58:21.254216Z" + "end_time": "2023-11-01T13:14:44.047417Z", + "start_time": "2023-11-01T13:14:43.994052Z" }, "collapsed": false, "jupyter": { @@ -460,11 +327,11 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 23, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.283590Z", - "start_time": "2023-08-22T15:20:29.276123Z" + "end_time": "2023-11-01T13:14:44.047864Z", + "start_time": "2023-11-01T13:14:44.043815Z" }, "collapsed": false, "jupyter": { @@ -486,12 +353,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Some of the advantages of parsing / manipulating your chemical potential calculations this way, is that:\n", "\n", @@ -512,11 +374,11 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 31, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T14:32:49.959235Z", - "start_time": "2023-08-22T14:32:48.373144Z" + "end_time": "2023-11-01T13:15:49.772357Z", + "start_time": "2023-11-01T13:15:49.519780Z" }, "collapsed": false, "jupyter": { @@ -541,7 +403,7 @@ }, { "data": { - "image/png": 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Returns the Matplotlib Figure\n", "object to allow further plot customisation.\n", @@ -656,7 +519,10 @@ " If set, plots a dashed vertical line at this Fermi level value, typically\n", " used to indicate the equilibrium Fermi level position (e.g. calculated\n", " with py-sc-fermi). (Default: None)\n", - " colormap (str): Colormap to use for the formation energy lines. (default: \"Dark2\")\n", + " colormap (str, matplotlib.colors.Colormap):\n", + " Colormap to use for the formation energy lines, either as a string (i.e.\n", + " name from https://matplotlib.org/stable/users/explain/colors/colormaps.html)\n", + " or a Colormap / ListedColormap object. (default: \"Dark2\")\n", " auto_labels (bool):\n", " Whether to automatically label the transition levels with their charge\n", " states. If there are many transition levels, this can be quite ugly.\n", @@ -666,8 +532,8 @@ "Returns:\n", " Matplotlib Figure object, or list of Figure objects if multiple facets\n", " chosen.\n", - "\u001B[0;31mFile:\u001B[0m ~/Library/CloudStorage/OneDrive-ImperialCollegeLondon/Bread/Projects/Packages/doped/doped/plotting.py\n", - "\u001B[0;31mType:\u001B[0m function" + "\u001b[0;31mFile:\u001b[0m ~/Library/CloudStorage/OneDrive-ImperialCollegeLondon/Bread/Projects/Packages/doped/doped/plotting.py\n", + "\u001b[0;31mType:\u001b[0m function" ] }, "metadata": {}, @@ -675,17 +541,19 @@ } ], "source": [ - "# run this cell to see the possible arguments for this function:\n", - "plotting.formation_energy_plot?" + "# you can run this cell to see the possible arguments for this function:\n", + "plotting.formation_energy_plot?\n", + "# or go to the python API documentation for this function:\n", + "# https://doped.readthedocs.io/en/latest/doped.plotting.html#doped.plotting.formation_energy_plot" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 32, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T14:32:52.679932Z", - "start_time": "2023-08-22T14:32:51.974027Z" + "end_time": "2023-11-01T13:15:58.072511Z", + "start_time": "2023-11-01T13:15:57.741609Z" }, "collapsed": false, "jupyter": { @@ -710,7 +578,7 @@ }, { "data": { - "image/png": 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" ] @@ -747,11 +615,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 33, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T14:32:53.720326Z", - "start_time": "2023-08-22T14:32:53.518298Z" + "end_time": "2023-11-01T13:16:15.433102Z", + "start_time": "2023-11-01T13:16:15.175415Z" }, "mystnb": { "image": { @@ -772,7 +640,7 @@ }, { "data": { - "image/png": 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" ] @@ -791,11 +659,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 34, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T14:32:55.823241Z", - "start_time": "2023-08-22T14:32:55.308354Z" + "end_time": "2023-11-01T13:16:22.091119Z", + "start_time": "2023-11-01T13:16:21.754869Z" }, "mystnb": { "image": { @@ -816,7 +684,7 @@ }, { "data": { - "image/png": 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H8nXJycmWFeMffvhhBQcHuxSzefPmKl26tKRLheMffvghy+MCAgLUu3dvs718+XJt3LjR4fNs2LBBv/zyi9m2HwGamf01cNttt2U5CtgZ0dHRuv/++7OM722XV2+/7Gq35meWkz6HunfvbhlhOXbsWKWkpDjU98SJE5o6darZbtmypcqVK+fwuTOzL2xmfm0BAEDuRWETAAAH/fbbb+b27bffrujoaJdjtmzZ0tzeuXOnDhw44HDf2rVru3x+e1WrVlVISEi2+8fGxlratWrVks1mc1u806dPZzuWr9u0aZOSk5PNdvPmzd0S1/79t3Tp0qse98QTT1jeG87Mp2g/Kq9s2bJq1apVlscZhmEZieiu52h/vms9xxvN/v+ndGnOVEfkpM+hiIgIdevWzWwfP35c06ZNc6jv2LFjdeHCBbPt6uhz+/dn5tcWAADkXhQ2AQBw0NatW83typUruyVmTEyMpYBnf47ruTzazl1cjZe5wFKmTBm3xrO/RTmvyfy+cNf7z35E5LXee4UKFbLMvfrVV1/p1KlT141/7NgxS6HrqaeeuuoCN/v27bPMo+qJ57hnzx5LMc2bMo9sdHQEbk77HHrqqacsf8BwZKqCzLetV6xYUXfddZfD58yK/evn6KhRAADg+yhsAgByhVdffVWGYbj8NXz48Kuew34OwvHjx8tms7nl69ChQ2bcPXv2OPyco6KisvNSXVV2F+24LCAgwKPxMjIyXIrnyzLPfxkXF+eW994TTzxhxrzee89+RF1ycrLGjRt33bzHjBljFpnCw8PVvXt3h59j165d3fIcy5cvb8bMyMiwLGLkTZmLb0FBQQ71y2mfQ+XLl7dMYbF+/XqtXLnymn2++eYby6jQvn37ujS6W6KwCQBAXkVhEwAAB92I2xsTEhIcPjZ//vxuPXfmQmJOi5eX5YT3XvXq1dW4cWOzPXr06GuuMp6ammoZlde9e/drLnJzo24fduYay4lywnshs8zzpl5vqgL76QmioqIst7MDAAA4g8ImAAAOury6sifl5dutcXU55b1nP2pz//7911xoZvr06Tp8+LAkx1a8vhHPUco511jmW88vXrzoUL+c8l6w16JFC1WoUMFsf/PNN5YRoPZ+//13y4jOHj16uOU52Y/SdHVhLQAA4DsYSgEAgINiYmLMkUy33XabpkyZ4vZz2K/sC1wWExNjac+bN08333zzDc+jbdu2KlWqlHk798iRI9W+ffssj7UfldeqVavrrnid+Tk+99xzevzxx13M+EolS5Z0e8zsyFx8S0lJcWgBoZz4OWSz2dS3b1+zeH15tO4bb7xxxbH27ws/Pz/17dvXtWT/QWETAIC8icImAAAOqly5snbt2iXp0oimW265xcsZIa/IvEiMt95//v7+6tOnj/r16ydJWrZsmTZv3qwqVapYjlu1apVlhfPMtypnpUSJEoqMjNTZs2cl5f5rLHMRMzk52aF5c3Pq59Cjjz6ql19+2Sy6jh07VoMGDbLMHXrs2DF9/fXXZrt169ZuWwTNflEoR1eYBwAAvo9b0QEAcFD9+vXN7W3btmnnzp1ezAZ5SZUqVRQZGWm258+f77VcHnvsMcv8rlnNp2g/Kq9y5cr6z3/+41DsevXqmdsLFiyQYRguZJqzZR4VmXnxpKvJqZ9DYWFh6tGjh9k+duyYpk2bZjnm008/tYystJ/awFUnTpwwtxn5DgBA3kFhEwAAB913332W9vUWyADcJTAwUK1btzbbM2fONOevvNGio6PVtWtXsz1lyhSdPn3abB88eFCzZs0y284Ur+yvsfj4eM2ePdvFbHOuwoULW9r2hblrycmfQ3379pWf37+/Xnz00Ufmdmpqqj799FOzXaVKFTVr1sxt57Z//TJPawAAAHIvCpsAADioXLlyat68udkeM2aMNm/e7MWMkJf06dPH3E5JSdHzzz/vtVzsi5VJSUkaP3682R49erTS0tIkSQUKFFCXLl0cjvvAAw+oYMGCZrt///45ZrEfd8tc2Dx27JhD/XLy51DZsmXVsmVLs71u3TqtWrVKkjRjxgxLMf56i0k56/jx4+Y2hU0AAPIOCpsAADhhyJAhstlski6tYnz//fc7fAtpVg4fPqzz58+7Kz3kYnXr1rUUjaZOnapRo0a5FHPHjh3Z6lepUiXL7eWjRo1SRkaGLly4oLFjx5r7H3/8cctt69cTFham/v37m+2dO3eqe/fuLt2Snt3n6GklS5Y0P0skmQsyOSInfw5lHqF7edSm/cjS6OhopwrejrB//W666Sa3xgYAADkXhU0AAJxQu3Zty0ijbdu2qUmTJtqzZ4/TsTZt2qTatWvrvvvu08WLF92ZJnKpTz75ROHh4Wb76aef1nvvved0nIyMDD3//POqXLmyFi5cmK1c7BcE2rt3r+bPn68pU6aYtwQHBARYRpk66v/+7/9Us2ZNsz19+nR17tw5WyM3p02bpqpVq+rVV191uq+nhYSEKC4uzmxfXhDIETn5c+iuu+5SxYoVzfbMmTM1Z84c/fbbb+a+zPO0uurw4cOW98fNN9/sttgAACBno7AJAICT3nvvPTVu3Nhsb968WdWqVdP777/v0KinU6dOqX///qpTp47i4+O1aNEi9ezZ05MpI5coWbKkpk6dKn9/f0mXCpT9+/fXnXfeaVmF/Fp+/PFH1a5dWx988IFSU1PVoUMHbd261elcWrZsqbJly5rtkSNHWhYNat++vaVw56iAgADNmjVLRYsWNffNmDFDVapU0axZs5SRkXHdGNu2bVOnTp300EMPKSUlRUOGDNEXX3zhdC6eZl+Ac3YRoJz8OWQ/ajM1NVXt27c32/7+/tkqeF9L5qIwhU0AAPKOAG8nAACArwkODtbcuXPVvn17LV26VJJ0/vx59evXT2+99ZZat26tRo0a6ZZbblFUVJRSUlJ07Ngx7dixQz/++KOWLVtmGV1UsGBB9e7d21tPB260f/9+bdu2zS2xQkJCsryltlWrVpo6daq6du1qrjC9bNky3XHHHbr99tvVqlUr1ahRQ8WLF1dISIhOnjypI0eOaOXKlfrhhx+0fft2S7zOnTurQoUKTufn5+enp556Ss8++6wkacmSJZbH7Ud0OqtUqVL66aefdM899yg+Pl6StGfPHnXs2FGlSpVS27ZtVbt2bZUpU0ZhYWFKSEjQsWPH9Oeff+qHH37QmjVrLAXQmjVrqlWrVtnOx1OqVq2qxYsXS5I2btzoVN+c/DnUtWtXvfTSSzpz5swVj7Vt21alSpVyy3ku+/PPPy3typUruzU+AADIuShsAgCQDZGRkfrhhx/00ksvafjw4WYR5cyZM5o8ebImT57sUJzKlStrxowZlls34bu6devmtljVq1fXH3/8keVj999/v0qWLKlHHnnEUqhct26d1q1b51D8wMBADRgwQEOGDMl2jt27d9egQYN07tw5y/6aNWuqfv362Y4rXbo2fvvtN/Xo0UM//PCDuX/fvn1OrQTetm1bffnll5Zb+HOKO+64w9w+fvy44uPjnRrlmlM/h0JDQ/Xf//5X//vf/654LPMcnO6wfv16c7tcuXIqUKCA288BAAByJm5FBwAgm4KCgvS///1Pa9asUZs2bSwLgVxPsWLFNHbsWP35558UNZEttWvX1p9//qn33ntPxYoVc7ifzWYzbz93pagpSREREXr00Uev2O/KaE17xYoV0/fff68ZM2bo1ltvdapvzZo1tXjxYs2ZMydHFjUla2FTshboHJVTP4f69u0rPz/rrxrVq1e33D7vLvavW+bXFAAA5G6M2AQAwEU1a9bUvHnztG/fPs2dO1crVqzQ5s2bzZWG/f39FR0drTJlyqhWrVpq3ry5mjdvroAAvg3DNSEhIXrxxRf17LPPasmSJfr++++1YcMG7dixQ2fOnFFKSopCQ0NVvHhxVapUSQ0bNtR9992nkiVLui2Hp556Sh9//LG5cnmRIkXUuXNnt8WXpI4dO6pjx45av3695s+frzVr1mjr1q06deqUkpKSFBwcrJiYGJUvX15169ZVmzZtdPvtt7s1B08oW7asYmNjdejQIUnSzz//rHbt2mUrVk77HLrpppt07733as6cOeY++wWP3OXkyZPavHmz2W7QoIHbzwEAAHIum3H5p1AAAAAAN1T37t31+eefS7p0S7h9kQ7XN336dEshfdeuXSpTpowXMwIAADcSt6IDAAAAXnLPPfeY21u2bDFHb8IxP/74o7l98803U9QEACCPobAJAAAAeEmLFi0UHBxstmfNmuXFbHxLWlqa5s6da7bbtm3rxWwAAIA3UNgEAAAAvCQyMlKtW7c221OnTvViNr7lxx9/1IkTJ8z2ww8/7MVsAACAN1DYBAAAALyoS5cu5vaqVau0e/duL2bjO6ZMmWJuV65cWbfeeqv3kgEAAF5BYRMAAADwolatWik2NtZsf/LJJ17MxjccPXpUM2fONNtPPvmkF7MBAADeQmETAAAA8KLAwED16dPHbI8fP15JSUlezCjn+/TTT3Xx4kVJUnR0tB599FHvJgQAALyCwiYAAADgZT179lRoaKgk6fTp05o4caKXM8q5kpKSLKNa+/TpY752AAAgb6GwCQAAAHhZwYIF9dxzz5ntt956SxcuXPBiRjnXyJEjdfToUUlSoUKF9MILL3g5IwAA4C0UNgEAAIAc4IUXXlChQoUkSYcOHdLo0aO9nFHOc/bsWb333ntme9CgQYqMjPRiRgAAwJtshmEY3k4CAAAAAAAAAJzBiE0AAAAAAAAAPofCJgAAAAAAAACfQ2ETAAAAAAAAgM+hsAkAAAAAAADA51DYBAAAAAAAAOBzKGwCAAAAAAAA8DkUNgEAAAAAAAD4HAqbAAAAAAAAAHwOhU0AAAAAAAAAPofCJgAAAAAAAACfQ2ETAAAAAAAAgM+hsAkAAAAAAADA51DYBAAAAAAAAPTwdcQAAAEjSURBVOBzKGwCAAAAAAAA8DkUNgEAAAAAAAD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", 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" ] @@ -839,12 +707,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "If you have parsed all your calculated defects as above with `doped` and created the `DefectPhaseDiagram` object (e.g. `CdTe_defects_dpd` in this example), you can also plot the formation energies of all the defects together, as shown below:" ] @@ -853,10 +716,6 @@ "cell_type": "code", "execution_count": 3, "metadata": { - "ExecuteTime": { - "end_time": "2023-08-22T16:58:10.597510Z", - "start_time": "2023-08-22T16:58:08.489256Z" - }, "collapsed": false, "jupyter": { "outputs_hidden": false @@ -914,12 +773,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Nice! Here we can see our different inequivalent sites for the interstitials are automatically labelled\n", "in our plot legend (using the `doped` naming functions), showing that the lowest energy cadmium\n", @@ -929,24 +783,14 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "### Formation Energy Tables" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "We can also get tables of the defect formation energies (including terms in the formation energy equation,\n", "such as the charge correction and chemical potentials), as shown below:" @@ -954,11 +798,11 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 39, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.301165Z", - "start_time": "2023-08-22T15:20:29.280770Z" + "end_time": "2023-11-01T13:46:23.556346Z", + "start_time": "2023-11-01T13:46:23.487893Z" }, "collapsed": false, "jupyter": { @@ -967,130 +811,200 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001B[1mFacet: Cd-CdTe\u001B[0m\n", - "╒══════════╤═════╤═══════════════════════╤═════════╤══════════╤══════════╤══════════╕\n", - "│ Defect │ q │ Path │ ΔEʳᵃʷ │ E_corr │ Σμ │ ΔEᶠᵒʳᵐ │\n", - "╞══════════╪═════╪═══════════════════════╪═════════╪══════════╪══════════╪══════════╡\n", - "│ v_Cd_0 │ 0 │ CdTe/v_Cd_0/vasp_ncl │ 4.17 eV │ 0.00 eV │ -1.02 eV │ 3.15 eV │\n", - "├──────────┼─────┼───────────────────────┼─────────┼──────────┼──────────┼──────────┤\n", - "│ v_Cd_-1 │ -1 │ CdTe/v_Cd_-1/vasp_ncl │ 6.13 eV │ 0.23 eV │ -1.02 eV │ 3.69 eV │\n", - "├──────────┼─────┼───────────────────────┼─────────┼──────────┼──────────┼──────────┤\n", - "│ v_Cd_-2 │ -2 │ CdTe/v_Cd_-2/vasp_ncl │ 7.66 eV │ 0.74 eV │ -1.02 eV │ 4.09 eV │\n", - "╘══════════╧═════╧═══════════════════════╧═════════╧══════════╧══════════╧══════════╛ \n", - "\n", - "\u001B[1mTable Key:\u001B[0m\n", - "'Defect' -> Defect type and multiplicity.\n", - "'q' -> Defect charge state.\n", - "'ΔEʳᵃʷ' -> Energy difference between defect and host supercell (E_defect - E_host).\n", - "(chemical potentials set to 0 and the fermi level at average electrostatic potential in the supercell).\n", - "'E_corr' -> Defect energy correction.\n", - "'Σμ' -> Sum of chemical potential terms in the formation energy equation.\n", - "'ΔEᶠᵒʳᵐ' -> Final defect formation energy, with the specified chemical potentials (\n", - "chempot_limits)(default: all 0) and the chosen fermi_level (default: 0)(i.e. at the VBM).\n", - " \n", - "\n", - "\n", - "\u001B[1mFacet: CdTe-Te\u001B[0m\n", - "╒══════════╤═════╤═══════════════════════╤═════════╤══════════╤══════════╤══════════╕\n", - "│ Defect │ q │ Path │ ΔEʳᵃʷ │ E_corr │ Σμ │ ΔEᶠᵒʳᵐ │\n", - "╞══════════╪═════╪═══════════════════════╪═════════╪══════════╪══════════╪══════════╡\n", - "│ v_Cd_0 │ 0 │ CdTe/v_Cd_0/vasp_ncl │ 4.17 eV │ 0.00 eV │ -2.27 eV │ 1.90 eV │\n", - "├──────────┼─────┼───────────────────────┼─────────┼──────────┼──────────┼──────────┤\n", - "│ v_Cd_-1 │ -1 │ CdTe/v_Cd_-1/vasp_ncl │ 6.13 eV │ 0.23 eV │ -2.27 eV │ 2.44 eV │\n", - "├──────────┼─────┼───────────────────────┼─────────┼──────────┼──────────┼──────────┤\n", - "│ v_Cd_-2 │ -2 │ CdTe/v_Cd_-2/vasp_ncl │ 7.66 eV │ 0.74 eV │ -2.27 eV │ 2.84 eV │\n", - "╘══════════╧═════╧═══════════════════════╧═════════╧══════════╧══════════╧══════════╛ \n", - "\n", - "\u001B[1mTable Key:\u001B[0m\n", - "'Defect' -> Defect type and multiplicity.\n", - "'q' -> Defect charge state.\n", - "'ΔEʳᵃʷ' -> Energy difference between defect and host supercell (E_defect - E_host).\n", - "(chemical potentials set to 0 and the fermi level at average electrostatic potential in the supercell).\n", - "'E_corr' -> Defect energy correction.\n", - "'Σμ' -> Sum of chemical potential terms in the formation energy equation.\n", - "'ΔEᶠᵒʳᵐ' -> Final defect formation energy, with the specified chemical potentials (\n", - "chempot_limits)(default: all 0) and the chosen fermi_level (default: 0)(i.e. at the VBM).\n", - " \n", - "\n", - "\n" - ] + "data": { + "text/html": [ + "
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DefectqΔEʳᵃʷqE_VBMqE_FΣμ_refΣμ_formalE_corrΔEᶠᵒʳᵐPath
0v_Cd_004.1660.0000-1.016-1.2510.0001.899CdTe/v_Cd_0/vasp_ncl
1v_Cd_-1-16.130-1.6460-1.016-1.2510.2252.441CdTe/v_Cd_-1/vasp_ncl
2v_Cd_-2-27.661-3.2930-1.016-1.2510.7382.838CdTe/v_Cd_-2/vasp_ncl
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" + ], + "text/plain": [ + " Defect q ΔEʳᵃʷ qE_VBM qE_F Σμ_ref Σμ_formal E_corr ΔEᶠᵒʳᵐ \\\n", + "0 v_Cd_0 0 4.166 0.000 0 -1.016 -1.251 0.000 1.899 \n", + "1 v_Cd_-1 -1 6.130 -1.646 0 -1.016 -1.251 0.225 2.441 \n", + "2 v_Cd_-2 -2 7.661 -3.293 0 -1.016 -1.251 0.738 2.838 \n", + "\n", + " Path \n", + "0 CdTe/v_Cd_0/vasp_ncl \n", + "1 CdTe/v_Cd_-1/vasp_ncl \n", + "2 CdTe/v_Cd_-2/vasp_ncl " + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "list_of_dfs = analysis.formation_energy_table(\n", + "formation_energy_df = analysis.formation_energy_table(\n", " v_Cd_dpd,\n", " cdte_chempots,\n", - ")" + " facets=[\"CdTe-Te\"], # Te-rich facet\n", + ")\n", + "formation_energy_df" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": { - "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.392055Z", - "start_time": "2023-08-22T15:20:29.312969Z" - }, "collapsed": false, "jupyter": { "outputs_hidden": false - } + }, + "tags": [] }, "outputs": [ { "data": { "text/plain": [ - "\u001B[0;31mSignature:\u001B[0m\n", - "\u001B[0manalysis\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mformation_energy_table\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mdefect_phase_diagram\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mdoped\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mutils\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mlegacy_pmg\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mthermodynamics\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mDefectPhaseDiagram\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mchempot_limits\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mOptional\u001B[0m\u001B[0;34m[\u001B[0m\u001B[0mDict\u001B[0m\u001B[0;34m]\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;32mNone\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mfacets\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mOptional\u001B[0m\u001B[0;34m[\u001B[0m\u001B[0mList\u001B[0m\u001B[0;34m]\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;32mNone\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mfermi_level\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mfloat\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;36m0\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mhide_cols\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mOptional\u001B[0m\u001B[0;34m[\u001B[0m\u001B[0mList\u001B[0m\u001B[0;34m]\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;32mNone\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m \u001B[0mshow_key\u001B[0m\u001B[0;34m:\u001B[0m \u001B[0mbool\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;32mTrue\u001B[0m\u001B[0;34m,\u001B[0m\u001B[0;34m\u001B[0m\n", - "\u001B[0;34m\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n", - "\u001B[0;31mDocstring:\u001B[0m\n", - "Prints defect formation energy tables for either a single chemical potential limit (i.e. phase\n", - "diagram facet) or each facet in the phase diagram (chempot_limits dict), depending on the\n", - "chempot_limits input supplied. This can either be a dictionary of chosen absolute/DFT chemical\n", - "potentials: {Elt: Energy} (giving a single formation energy table) or a dictionary including\n", - "the key-value pair: {\"facets\": [{'facet': [chempot_dict]}]}, following the format generated\n", - "by chempot_limits = cpa.read_phase_diagram_and_chempots() (see example notebooks). In the\n", - "latter case, a subset of facet(s) / chemical potential limit(s) can be chosen with the\n", - "facets argument, or if not specified, will print formation energy tables for each facet in\n", - "the phase diagram.\n", - "Returns the results a pandas DataFrame or list of DataFrames.\n", + "\u001b[0;31mSignature:\u001b[0m\n", + "\u001b[0manalysis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformation_energy_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mdefect_phase_diagram\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mdoped\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mutils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegacy_pmg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mthermodynamics\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDefectPhaseDiagram\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mchempots\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mDict\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0melt_refs\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mDict\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mfacets\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mList\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mfermi_level\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mfloat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "Generates defect formation energy tables (DataFrames) for either a\n", + "single chemical potential limit (i.e. phase diagram facet) or each\n", + "facet in the phase diagram (chempots dict), depending on the chempots\n", + "input supplied. This can either be a dictionary of chosen absolute/DFT\n", + "chemical potentials: {Elt: Energy} (giving a single formation energy\n", + "table) or a dictionary including the key-value pair: {\"facets\":\n", + "[{'facet': [chempot_dict]}]}, following the doped format. In the\n", + "latter case, a subset of facet(s) / chemical potential limit(s)\n", + "can be chosen with the facets argument, or if not specified, will\n", + "print formation energy tables for each facet in the phase diagram.\n", + "\n", + "Returns the results as a pandas DataFrame or list of DataFrames.\n", + "\n", + "Table Key: (all energies in eV)\n", + "'Defect' -> Defect name\n", + "'q' -> Defect charge state.\n", + "'ΔEʳᵃʷ' -> Raw DFT energy difference between defect and host supercell (E_defect - E_host).\n", + "'qE_VBM' -> Defect charge times the VBM eigenvalue (to reference the Fermi level to the VBM)\n", + "'qE_F' -> Defect charge times the Fermi level (referenced to the VBM if qE_VBM is not 0\n", + " (if \"vbm\" in DefectEntry.calculation_metadata)\n", + "'Σμ_ref' -> Sum of reference energies of the elemental phases in the chemical potentials sum.\n", + "'Σμ_formal' -> Sum of _formal_ atomic chemical potential terms (Σμ_DFT = Σμ_ref + Σμ_formal).\n", + "'E_corr' -> Finite-size supercell charge correction.\n", + "'ΔEᶠᵒʳᵐ' -> Defect formation energy, with the specified chemical potentials and Fermi level.\n", + " Equals the sum of all other terms.\n", "\n", "Args:\n", " defect_phase_diagram (DefectPhaseDiagram):\n", - " DefectPhaseDiagram object (likely created from\n", - " analysis.dpd_from_defect_dict)\n", - " chempot_limits (dict):\n", - " This can either be a dictionary of chosen absolute/DFT chemical potentials: {Elt:\n", - " Energy} (giving a single formation energy table) or a dictionary including the\n", - " key-value pair: {\"facets\": [{'facet': [chempot_dict]}]}, following the format generated\n", - " by chempot_limits = cpa.read_phase_diagram_and_chempots() (see example notebooks). If\n", - " not specified, chemical potentials are not included in the formation energy calculation\n", - " (all set to zero energy).\n", - " facets (list):\n", - " A list facet(s) / chemical potential limit(s) for which to print the defect formation\n", - " energy tables. If not specified, will print formation energy tables for each facet in\n", - " the phase diagram. (default: None)\n", + " DefectPhaseDiagram for which to plot defect formation energies\n", + " (typically created from analysis.dpd_from_defect_dict).\n", + " chempots (dict):\n", + " Dictionary of chemical potentials to use for calculating the defect\n", + " formation energies. This can have the form of\n", + " {\"facets\": [{'facet': [chempot_dict]}]} (the format generated by\n", + " doped's chemical potential parsing functions (see tutorials)) and\n", + " facet(s) (chemical potential limit(s)) to tabulate can be chosen using\n", + " `facets`, or a dictionary of **DFT**/absolute chemical potentials\n", + " (not formal chemical potentials!), in the format:\n", + " {element symbol: chemical potential} - if manually specifying\n", + " chemical potentials this way, you can set the elt_refs option with\n", + " the DFT reference energies of the elemental phases in order to show\n", + " the formal (relative) chemical potentials as well.\n", + " (Default: None)\n", + " facets (list, str):\n", + " A string or list of facet(s) (chemical potential limit(s)) for which\n", + " to tabulate the defect formation energies, corresponding to 'facet' in\n", + " {\"facets\": [{'facet': [chempot_dict]}]} (the format generated by\n", + " doped's chemical potential parsing functions (see tutorials)). If\n", + " not specified, will tabulate for each facet in `chempots`. (Default: None)\n", + " elt_refs (dict):\n", + " Dictionary of elemental reference energies for the chemical potentials\n", + " in the format:\n", + " {element symbol: reference energy} (to determine the formal chemical\n", + " potentials, when chempots has been manually specified as\n", + " {element symbol: chemical potential}). Unnecessary if chempots is\n", + " provided in format generated by doped (see tutorials).\n", + " (Default: None)\n", " fermi_level (float):\n", - " Fermi level to use for computing the defect formation energies. (default: 0 (i.e.\n", - " at the VBM))\n", - " hide_cols: (list):\n", - " List of columns to hide from the output. (default: None)\n", - " show_key (bool):\n", - " Whether or not to print the table key at the bottom of the output. (default: True)\n", + " Value corresponding to the electron chemical potential. If \"vbm\" is\n", + " supplied in DefectEntry.calculation_metadata, then fermi_level is\n", + " referenced to the VBM. If \"vbm\" is NOT supplied in calculation_metadata,\n", + " then fermi_level is referenced to the calculation's absolute DFT\n", + " potential (and should include the vbm value provided by a band structure\n", + " calculation). Default = 0 (i.e. at the VBM)\n", "\n", "Returns:\n", " pandas DataFrame or list of DataFrames\n", - "\u001B[0;31mFile:\u001B[0m ~/Library/CloudStorage/OneDrive-ImperialCollegeLondon/Bread/Projects/Packages/doped/doped/analysis.py\n", - "\u001B[0;31mType:\u001B[0m function" + "\u001b[0;31mFile:\u001b[0m ~/Library/CloudStorage/OneDrive-ImperialCollegeLondon/Bread/Projects/Packages/doped/doped/analysis.py\n", + "\u001b[0;31mType:\u001b[0m function" ] }, "metadata": {}, @@ -1098,17 +1012,15 @@ } ], "source": [ - "analysis.formation_energy_table?" + "# you can run this cell to see the possible arguments for this function:\n", + "analysis.formation_energy_table?\n", + "# or go to the python API documentation for this function:\n", + "# https://doped.readthedocs.io/en/latest/doped.analysis.html#doped.analysis.formation_energy_table" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "```{tip}\n", "The `formation_energy_table` function returns a list of `pandas.DataFrame` objects (or a single\n", @@ -1123,11 +1035,11 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 43, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.420466Z", - "start_time": "2023-08-22T15:20:29.392826Z" + "end_time": "2023-11-01T13:48:30.368018Z", + "start_time": "2023-11-01T13:48:30.328412Z" }, "collapsed": false, "jupyter": { @@ -1136,16 +1048,16 @@ }, "outputs": [], "source": [ - "list_of_dfs[0].to_csv(f\"V_Cd_Formation_Energies_Cd_Rich.csv\")" + "formation_energy_df.to_csv(f\"V_Cd_Formation_Energies_Te_Rich.csv\", index=False)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 44, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:20:29.575326Z", - "start_time": "2023-08-22T15:20:29.393285Z" + "end_time": "2023-11-01T13:48:30.918583Z", + "start_time": "2023-11-01T13:48:30.684688Z" }, "collapsed": false, "jupyter": { @@ -1157,56 +1069,69 @@ "name": "stdout", "output_type": "stream", "text": [ - ",Defect,q,Path,ΔEʳᵃʷ,E_corr,Σμ,ΔEᶠᵒʳᵐ\r\n", - "0,v_Cd_0,0,CdTe/v_Cd_0/vasp_ncl,4.17 eV,0.00 eV,-1.02 eV,3.15 eV\r\n", - "1,v_Cd_-1,-1,CdTe/v_Cd_-1/vasp_ncl,6.13 eV,0.23 eV,-1.02 eV,3.69 eV\r\n", - "2,v_Cd_-2,-2,CdTe/v_Cd_-2/vasp_ncl,7.66 eV,0.74 eV,-1.02 eV,4.09 eV\r\n" + "Defect,q,ΔEʳᵃʷ,qE_VBM,qE_F,Σμ_ref,Σμ_formal,E_corr,ΔEᶠᵒʳᵐ,Path\n", + "v_Cd_0,0,4.166,0.0,0,-1.016,-1.251,0.0,1.899,CdTe/v_Cd_0/vasp_ncl\n", + "v_Cd_-1,-1,6.13,-1.646,0,-1.016,-1.251,0.225,2.441,CdTe/v_Cd_-1/vasp_ncl\n", + "v_Cd_-2,-2,7.661,-3.293,0,-1.016,-1.251,0.738,2.838,CdTe/v_Cd_-2/vasp_ncl\n" ] } ], "source": [ - "!head V_Cd_Formation_Energies_Cd_Rich.csv" + "!head V_Cd_Formation_Energies_Te_Rich.csv" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ - "## Kumagai-Oba (eFNV) Charge Correction Example:" + "Example LaTeX table generated from the above csv file for a thesis:" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ - "Above, we used the Freysoldt (FNV) defect image charge correction scheme, which is compatible only with\n", - "isotropic dielectric screening. `doped` also supports the Kumagai-Oba (eFNV) charge correction scheme,\n", - "which should be used for systems with anisotropic dielectric screening. In fact in general, we recommend\n", - " using the `eFNV` correction scheme, as it is more general (can be used for both isotropic and\n", - " anisotropic systems) and the numerical implementation is more efficient, requiring smaller file sizes\n", - " (only requires `OUTCAR(.gz)` files, rather than the larger `LOCPOT(.gz)` files) and running quicker.\n", + "![image.png](CdTe/CdTe_latex_formation_energy_table_example.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Analysing Finite-Size Charge Corrections\n", + "### Kumagai-Oba (eFNV) Charge Correction Example:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As mentioned above, `doped` can automatically compute either the Kumagai-Oba (eFNV) or Freysoldt (FNV) \n", + "finite-size charge corrections, to account for the spurious image charge interactions in the defect \n", + "supercell approach (see the [YouTube tutorial](https://youtu.be/FWz7nm9qoNg) for more details).\n", + "The eFNV correction is used by default if possible (if the required `OUTCAR(.gz)` files are available), \n", + "as it is more general – can be used for both isotropic and\n", + " anisotropic systems – and the numerical implementation is more efficient, requiring smaller file sizes \n", + " and running quicker.\n", + "\n", + "Below, we show some examples of directly visualising the charge correction plots (showing how they are \n", + "computed), which is recommended if any warnings about the charge correction accuracy are printed when \n", + "parsing our defects (also useful for understanding how the corrections are performed!).\n", "\n", - "Here we're taking the example of a Fluorine-on-Oxygen antisite substitution defect in Y2Ti2O5S2 (a potential photocatalyst and _n_-type thermoelectric), which has a non-cubic anisotropic structure and\n", + "Here we're taking the example of a \n", + "Fluorine-on-Oxygen antisite substitution defect in \n", + "Y2Ti2O5S2 (a potential photocatalyst and _n_-type thermoelectric), which has a non-cubic anisotropic structure and\n", " dielectric constant:" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": { "ExecuteTime": { - "end_time": "2023-08-21T23:30:01.682772Z", - "start_time": "2023-08-21T23:29:40.865131Z" + "end_time": "2023-11-01T14:13:02.063629Z", + "start_time": "2023-11-01T14:12:58.749910Z" }, "collapsed": false, "jupyter": { @@ -1218,56 +1143,44 @@ "name": "stdout", "output_type": "stream", "text": [ - "Charge: 1 at site: [1. 0.99999999 0. ]\n", - "Finite-size charge corrections: {'kumagai_charge_correction': 0.08209990653805896}\n" + "Charge: +1 at site: [0. 0. 0.]\n", + "Finite-size charge corrections: {'kumagai_charge_correction': 0.12691248591191384}\n" ] } ], "source": [ "F_O_1_entry = analysis.defect_entry_from_paths(defect_path=\"YTOS/F_O_1\", bulk_path=\"YTOS/Bulk\",\n", " dielectric = [40.7, 40.7, 25.2])\n", - "print(f\"Charge: {F_O_1_entry.charge_state} at site: {F_O_1_entry.defect_supercell_site.frac_coords}\")\n", + "print(f\"Charge: {F_O_1_entry.charge_state:+} at site: {F_O_1_entry.defect_supercell_site.frac_coords}\")\n", "print(f\"Finite-size charge corrections: {F_O_1_entry.corrections}\")" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Above, the defect has been parsed and the anisotropic (eFNV) charge correction correctly applied, with no warnings thrown. We can directly plot the atomic site potentials which are used to compute this charge correction if we want:\n", "(Though typically we only do this if there has been some warning or error related to the application of the defect charge correction – here we're just showing as a demonstration)" ] }, { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "ExecuteTime": { - "end_time": "2023-08-21T23:30:01.690039Z", - "start_time": "2023-08-21T23:30:01.680478Z" - }, - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], + "cell_type": "markdown", + "metadata": {}, "source": [ - "from doped.utils.corrections import get_correction_kumagai" + "```{note}\n", + "Typically we only analyze the charge correction plots like this if there has been some warning\n", + " or error related to the defect charge correction (or to aid our understanding of the underlying \n", + "formation energy calculations – here we're just showing as a demonstration.\n", + "```" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 3, "metadata": { "ExecuteTime": { - "end_time": "2023-08-21T23:30:20.930230Z", - "start_time": "2023-08-21T23:30:01.692752Z" + "end_time": "2023-11-01T14:13:03.209172Z", + "start_time": "2023-11-01T14:13:02.059424Z" }, "collapsed": false, "jupyter": { @@ -1281,59 +1194,181 @@ } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calculated Kumagai (eFNV) correction is 0.127 eV\n" + ] + }, { "data": { - "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" + } + ], + "source": [ + "correction, plot = F_O_1_entry.get_kumagai_correction(plot=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we can see we obtain a good plateau in the atomic potential differences ($\\Delta V$) between the \n", + "defect and bulk supercells in the 'sampling region' (i.e. region of defect supercell furthest from the \n", + "defect site), the average of which is used to obtain our potential alignment ('Avg. $\\Delta V$') and \n", + "thus our final charge correction term.\n", + "\n", + "If there is still significant variance in the site potential differences in the sampling region (i.e. a \n", + "converged plateau is not obtained), then this suggests that the charge correction may not be as accurate\n", + " for that particular defect or supercell. This error range of the charge correction is automatically \n", + " computed by `doped`, and can be returned using the `return_correction_error` argument in \n", + " `get_kumagai_correction`/`get_freysoldt_correction`, or also by adjusting the `error_tolerance` argument: " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "ExecuteTime": { + "end_time": "2023-11-01T14:20:31.249777Z", + "start_time": "2023-11-01T14:20:30.356385Z" }, + "collapsed": false, + "jupyter": { + "outputs_hidden": false + } + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "Final Kumagai correction is 0.082 eV\n" + "Calculated Kumagai (eFNV) correction is 0.127 eV\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "core.py:215: UserWarning: Estimated error in the Kumagai (eFNV) charge correction for defect F_O_1 is 0.001 eV (i.e. which is than the `error_tolerance`: 0.000 eV). You may want to check the accuracy of the correction by plotting the site potential differences (using `defect_entry.get_kumagai_correction()` with `plot=True`). Large errors are often due to unstable or shallow defect charge states (which can't be accurately modelled with the supercell approach). If this error is not acceptable, you may need to use a larger supercell for more accurate energies.\n" + ] + } + ], + "source": [ + "correction = F_O_1_entry.get_kumagai_correction(error_tolerance=0.0001) # extremely strict tolerance, 0.1 meV" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "ExecuteTime": { + "end_time": "2023-11-01T14:20:59.887200Z", + "start_time": "2023-11-01T14:20:59.100521Z" + }, + "collapsed": false, + "jupyter": { + "outputs_hidden": false + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calculated Kumagai (eFNV) correction is 0.127 eV\n" ] }, { "data": { "text/plain": [ - "0.08209990653805896" + "0.0013276476471274629" ] }, - "execution_count": 22, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "get_correction_kumagai(F_O_1_entry, dielectric=[40.7, 40.7, 25.2], plot=True)" + "correction, error = F_O_1_entry.get_kumagai_correction(return_correction_error=True)\n", + "error # calculated error range of 1.3 meV in our charge correction here" ] }, { "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Freysoldt (FNV) Charge Correction Example:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Above, we used the Kumagai-Oba (eFNV) defect image charge correction scheme, which is compatible only \n", + "with both isotropic and anisotropic dielectric screening. \n", + "\n", + "`doped` also supports the original Freysoldt \n", + "(FNV) charge correction scheme, however this should only be used for _isotropic/cubic host materials_ (and even then \n", + "the eFNV correction is still preferred, being more efficient and robust in implementation). For the FNV \n", + "correction, the `LOCPOT(.gz)` output files must be present in our defect and bulk supercell \n", + "calculation directories." + ] + }, + { + "cell_type": "code", + "execution_count": 12, "metadata": { + "ExecuteTime": { + "end_time": "2023-11-01T14:26:50.228120Z", + "start_time": "2023-11-01T14:26:48.902276Z" + }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calculated Freysoldt (FNV) correction is 0.738 eV\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "correction, plot = v_Cd_dict[\"v_Cd_-2\"].get_freysoldt_correction(plot=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, "source": [ "## Further Defect Analysis" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "As briefly discussed in the [YouTube defects tutorial](https://youtu.be/FWz7nm9qoNg), you will likely\n", "want to further analyse the key defect species in your material, by e.g. visualising the relaxed\n", @@ -1349,47 +1384,32 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "## Further Post-Processing and Correction Analysis" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Here we describe some more targeted analysis you can do for your defect calculations (including comparing the relaxed configurations for different initial interstitial positions, structure & bond length analysis of defects, and plotting/analysis of the defect charge corrections), which may be useful for in certain cases." ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "### Processing Cdᵢ `vasp_gam` calculations to see which site is favoured" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 14, "metadata": { "ExecuteTime": { - "end_time": "2023-08-22T15:43:15.429077Z", - "start_time": "2023-08-22T15:43:10.585668Z" + "end_time": "2023-11-01T14:29:27.429063Z", + "start_time": "2023-11-01T14:29:21.393745Z" }, "collapsed": false, "jupyter": { @@ -1401,9 +1421,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Name: Cd_i_Td_Cd2.83_0; Uncorrected Energy: 0.592 eV\n", - "Name: Cd_i_C3v_0; Uncorrected Energy: 0.728 eV\n", - "Name: Cd_i_Td_Te2.83_0; Uncorrected Energy: 0.728 eV\n" + "Name: Cd_i_Td_Cd2.83_0; Raw Supercell Energy: 0.592 eV\n", + "Name: Cd_i_C3v_0; Raw Supercell Energy: 0.728 eV\n", + "Name: Cd_i_Td_Te2.83_0; Raw Supercell Energy: 0.728 eV\n" ] } ], @@ -1418,17 +1438,15 @@ " defect_path=f\"CdTe/{i}/vasp_gam/\", bulk_path=bulk_path, dielectric=dielectric)\n", "\n", "for defect_name, defect_entry in Cd_i_dict.items():\n", - " print(f\"Name: {defect_name}; Uncorrected Energy: {defect_entry.get_ediff():.3f} eV\")" + " print(f\"Name: {defect_name}; Raw Supercell Energy: {defect_entry.get_ediff():.3f} eV\")\n", + " # note this energy is just the energy difference of the bulk and defect supercells (including \n", + " # finite-size charge corrections if any – none here as they're neutral defects), without Fermi\n", + " # level or chemical potential terms (though these are constant for the same defect & charge)" ] }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Here we see that the Cd-coordinated interstitial site is the lowest energy for _neutral_ cadmium\n", "interstitials here!\n", @@ -1443,12 +1461,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Here we see that `Cd_i_C3v_0` and `Cd_i_Td_Te2.83_0` have equal final energies (rounded to 1 meV/atom)\n", "suggesting they have relaxed to the same final structure (despite different initial interstitial positions).\n", @@ -1516,8 +1529,7 @@ "\n", "Local order parameters (i.e. resemblence to given structural motif): {'square co-planar': 0.07996844283674677, 'tetrahedral': 0.9999999999971609, 'rectangular see-saw-like': 0.0070246315480141, 'see-saw-like': 0.23425410407519495, 'trigonal pyramidal': 0.2452100857961308}\n", "Nearest-neighbour dictionary: {'Te0+': 4}\n", - "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}] \n", - "\n" + "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}, {'Element': 'Te', 'Distance': '2.911'}] \n" ] } ], @@ -1549,12 +1561,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "Here we see the structural similarity of \"`Cd_i_C3v_0`\" and \"`Cd_i_Td_Te2.83_0`\", showing that they have\n", " indeed relaxed to the same structure.\n", @@ -1564,12 +1571,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, + "metadata": {}, "source": [ "```{note}\n", "If you want to do this coordination environment analysis with a vacancy, you may have to\n", @@ -1596,21 +1598,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "\u001B[1mv_Cd_0, Charge State: 0\u001B[0m\n", + "\u001b[1mv_Cd_0, Charge State: 0\u001b[0m\n", "Local order parameters (i.e. resemblance to given structural motif): {'square co-planar': 0.1554382566688805, 'tetrahedral': 0.7810051379511412, 'rectangular see-saw-like': 0.052869064285435134, 'see-saw-like': 0.22758740109965894, 'trigonal pyramidal': 0.23528866099223875}\n", "Nearest-neighbour dictionary: {'Te': 4}\n", "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.178'}, {'Element': 'Te', 'Distance': '2.605'}, {'Element': 'Te', 'Distance': '2.235'}, {'Element': 'Te', 'Distance': '2.671'}] \n", "\n", - "\u001B[1mv_Cd_-1, Charge State: -1\u001B[0m\n", + "\u001b[1mv_Cd_-1, Charge State: -1\u001b[0m\n", "Local order parameters (i.e. resemblance to given structural motif): {'square co-planar': 0.08955199275710107, 'tetrahedral': 0.9980437792997895, 'rectangular see-saw-like': 0.00914205834683717, 'see-saw-like': 0.2561471898083992, 'trigonal pyramidal': 0.2673736880526364}\n", "Nearest-neighbour dictionary: {'Te': 4}\n", "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.585'}, {'Element': 'Te', 'Distance': '2.587'}, {'Element': 'Te', 'Distance': '2.587'}, {'Element': 'Te', 'Distance': '3.046'}] \n", "\n", - "\u001B[1mv_Cd_-2, Charge State: -2\u001B[0m\n", + "\u001b[1mv_Cd_-2, Charge State: -2\u001b[0m\n", "Local order parameters (i.e. resemblance to given structural motif): {'square co-planar': 0.07996848894580866, 'tetrahedral': 0.999999999996243, 'rectangular see-saw-like': 0.007024644113827354, 'see-saw-like': 0.23425369905750856, 'trigonal pyramidal': 0.24520967518806777}\n", "Nearest-neighbour dictionary: {'Te': 4}\n", - "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}] \n", - "\n" + "Bond-lengths (in Angstrom) to nearest neighbours: [{'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}, {'Element': 'Te', 'Distance': '2.613'}] \n" ] } ], diff --git a/pyproject.toml b/pyproject.toml index 91a96d51..08a3ec1b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "doped" -version = "2.0.5" +version = "2.1.0" description = "Python package to setup, process and analyse solid-state defect calculations with VASP" authors = [{name = "Seán Kavanagh", email = "sean.kavanagh.19@ucl.ac.uk"}] readme = "README.md" @@ -21,10 +21,11 @@ dependencies = [ "tabulate", "matplotlib>=3.5.2", "numpy>=1.21.0", - "pymatgen>=2023.5.8", # imposed by pymatgen-analysis-defects + "pymatgen>=2023.8.10", "pymatgen-analysis-defects>=2023.8.22", "shakenbreak>=3.2.0", "pandas", + "pydefect", # for Kumagai (eFNV) correction ] [project.urls] @@ -114,5 +115,5 @@ wrap-descriptions = 79 [tool.codespell] ignore-words-list = """ -titel,te,bu,aack,unx,nd,efect +titel,te,bu,aack,unx,nd,efect,vise """ diff --git a/tests/data/AgSbTe2_SQS_POSCAR b/tests/data/AgSbTe2_SQS_POSCAR new file mode 100644 index 00000000..72367dd2 --- /dev/null +++ b/tests/data/AgSbTe2_SQS_POSCAR @@ -0,0 +1,105 @@ +Ag12 Sb12 Te24 + 1.0000000000000000 + 0.0000000000000000 9.0468568597106280 9.0468568597106280 + -6.2637011943082959 5.9023434912341246 -5.9023434912341246 + -6.2867886791359959 -5.9144425116833474 5.9144425116833474 + Ag Sb Te + 12 12 24 +Direct + 0.0000000000000000 0.7448593936554481 0.2670883576821952 + 0.3333333333333357 0.7448593936554481 0.2670883576821952 + 0.6666666666666643 0.7448593936554481 0.2670883576821952 + 0.0000000000000000 0.4924316008880965 0.5176891917039658 + 0.3333333333333357 0.4924316008880965 0.5176891917039658 + 0.6666666666666643 0.4924316008880965 0.5176891917039658 + 0.0000000000000000 0.2542654388854056 0.7585258689029537 + 0.3333333333333357 0.2542654388854056 0.7585258689029537 + 0.6666666666666643 0.2542654388854056 0.7585258689029537 + 0.1666666666666643 0.8710564551345179 0.6087685007364344 + 0.5000000000000000 0.8710564551345179 0.6087685007364344 + 0.8333333333333357 0.8710564551345179 0.6087685007364344 + 0.0000000000000000 0.9952912870087393 0.0086300848088897 + 0.3333333333333357 0.9952912870087393 0.0086300848088897 + 0.6666666666666643 0.9952912870087393 0.0086300848088897 + 0.1666666666666643 0.3840172442492858 0.1232410480489975 + 0.5000000000000000 0.3840172442492858 0.1232410480489975 + 0.8333333333333357 0.3840172442492858 0.1232410480489975 + 0.1666666666666643 0.1250429804632107 0.3774065331110744 + 0.5000000000000000 0.1250429804632107 0.3774065331110744 + 0.8333333333333357 0.1250429804632107 0.3774065331110744 + 0.1666666666666643 0.6325544656279924 0.8584139238752542 + 0.5000000000000000 0.6325544656279924 0.8584139238752542 + 0.8333333333333357 0.6325544656279924 0.8584139238752542 + -0.0000000000000000 0.7703664686529075 0.7452953952791541 + 0.3333333333333357 0.7703664686529075 0.7452953952791541 + 0.6666666666666643 0.7703664686529075 0.7452953952791541 + 0.0000000000000000 0.5040958742659127 0.9806104317168352 + 0.3333333333333357 0.5040958742659127 0.9806104317168352 + 0.6666666666666643 0.5040958742659127 0.9806104317168352 + 0.0000000000000000 0.2542728532534733 0.2416328838114660 + 0.3333333333333357 0.2542728532534733 0.2416328838114731 + 0.6666666666666643 0.2542728532534733 0.2416328838114731 + 0.1666666666666643 0.1206066887283055 0.8713024050571977 + 0.5000000000000000 0.1206066887283055 0.8713024050571977 + 0.8333333333333357 0.1206066887283055 0.8713024050571977 + -0.0000000000000000 0.0172671692221171 0.5040829573754686 + 0.3333333333333357 0.0172671692221171 0.5040829573754686 + 0.6666666666666643 0.0172671692221171 0.5040829573754686 + 0.1666666666666643 0.8609539298437323 0.1335020524420720 + 0.5000000000000000 0.8609539298437323 0.1335020524420720 + 0.8333333333333357 0.8609539298437323 0.1335020524420720 + 0.1666666666666643 0.6088817084011935 0.3750856032069294 + 0.5000000000000000 0.6088817084011935 0.3750856032069294 + 0.8333333333333357 0.6088817084011935 0.3750856032069294 + 0.1666666666666643 0.3640364417198494 0.6287247622410493 + 0.5000000000000000 0.3640364417198494 0.6287247622410493 + 0.8333333333333357 0.3640364417198494 0.6287247622410493 + + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 + 0.00000000E+00 0.00000000E+00 0.00000000E+00 diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/INCAR b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/INCAR similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/INCAR rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/INCAR diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/KPOINTS b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/KPOINTS similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/KPOINTS rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/KPOINTS diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/LOCPOT.gz.REMOVED.git-id b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/LOCPOT.gz.REMOVED.git-id similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/LOCPOT.gz.REMOVED.git-id rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/LOCPOT.gz.REMOVED.git-id diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/OUTCAR.gz b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/OUTCAR.gz similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/OUTCAR.gz rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/OUTCAR.gz diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/POSCAR b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/POSCAR similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/POSCAR rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/POSCAR diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/vasprun.xml.gz b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/vasprun.xml.gz similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam/vasprun.xml.gz rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam/vasprun.xml.gz diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/INCAR b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/INCAR similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/INCAR rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/INCAR diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/KPOINTS b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/KPOINTS similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/KPOINTS rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/KPOINTS diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/LOCPOT.gz.REMOVED.git-id b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/LOCPOT.gz.REMOVED.git-id similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/LOCPOT.gz.REMOVED.git-id rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/LOCPOT.gz.REMOVED.git-id diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/OUTCAR.gz b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/OUTCAR.gz similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/OUTCAR.gz rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/OUTCAR.gz diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/POSCAR b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/POSCAR similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/POSCAR rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/POSCAR diff --git a/tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/vasprun.xml.gz b/tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/vasprun.xml.gz similarity index 100% rename from tests/data/charge_correction_tests/CdTe/bulk_vasp_gam_alt/vasprun.xml.gz rename to tests/data/CdTe_charge_correction_tests/bulk_vasp_gam_alt/vasprun.xml.gz diff --git a/tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/INCAR b/tests/data/CdTe_charge_correction_tests/v_Cd_-2_choppy_changy_vasp_gam/INCAR similarity index 100% rename from tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/INCAR rename to tests/data/CdTe_charge_correction_tests/v_Cd_-2_choppy_changy_vasp_gam/INCAR diff --git a/tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/KPOINTS b/tests/data/CdTe_charge_correction_tests/v_Cd_-2_choppy_changy_vasp_gam/KPOINTS similarity index 100% rename from tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/KPOINTS rename to tests/data/CdTe_charge_correction_tests/v_Cd_-2_choppy_changy_vasp_gam/KPOINTS diff --git a/tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/LOCPOT.gz.REMOVED.git-id b/tests/data/CdTe_charge_correction_tests/v_Cd_-2_choppy_changy_vasp_gam/LOCPOT.gz.REMOVED.git-id similarity index 100% rename from tests/data/charge_correction_tests/CdTe/v_Cd_-2_choppy_changy_vasp_gam/LOCPOT.gz.REMOVED.git-id rename to 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"cells": [ - { - "cell_type": "code", - "execution_count": 40, - "outputs": [], - "source": [ - "import os\n", - "import numpy as np\n", - "from doped.pycdt.utils import parse_calculations" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 41, - "outputs": [], - "source": [ - "from doped.pycdt.corrections.finite_size_charge_correction import get_correction_freysoldt, get_correction_kumagai" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "# CdTe" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 2, - "outputs": [], - "source": [ - "BULK_DATA_DIR = \"../examples/CdTe_bulk/vasp_ncl\"\n", - "dielectric = np.array([[9.13, 0, 0], [0.0, 9.13, 0], [0, 0, 9.13]]) # CdTe" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## V_Cd" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 3, - "outputs": [], - "source": [ - "parsed_vac_Cd_dict = {}\n", - "\n", - "for i in os.listdir(\"../examples\"):\n", - " if \"vac_1_Cd\" in i: # loop folders and parse those with \"vac_1_Cd\" in name\n", - " defect_file_path = f\"../examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\", \"\"))\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=BULK_DATA_DIR,\n", - " dielectric=dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " bo = sdp.freysoldt_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " parsed_vac_Cd_dict[\n", - " i\n", - " ] = sdp.defect_entry # Keep dictionary of parsed defect entries" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 5, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Final Freysoldt correction is 0.225 eV\n" - ] - }, - { - "data": { - "text/plain": "0.22517150393292082" - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" 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\n" 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_freysoldt(sdp.defect_entry, epsilon=dielectric, plot=True)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 9, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0000, 0.0000, 6.5434) [0.0000, 0.0000, 0.5000]\nPeriodicSite: Cd (0.0000, 6.5434, 0.0000) [0.0000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 6.5434, 6.5434) [0.0000, 0.5000, 0.5000]\nPeriodicSite: Cd (6.5434, 0.0000, 0.0000) [0.5000, 0.0000, 0.0000]\nPeriodicSite: Cd (6.5434, 0.0000, 6.5434) [0.5000, 0.0000, 0.5000]\nPeriodicSite: Cd (6.5434, 6.5434, 0.0000) [0.5000, 0.5000, 0.0000]\nPeriodicSite: Cd (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Cd (0.0000, 3.2717, 3.2717) [0.0000, 0.2500, 0.2500]\nPeriodicSite: Cd (0.0000, 3.2717, 9.8151) [0.0000, 0.2500, 0.7500]\nPeriodicSite: Cd (0.0000, 9.8151, 3.2717) [0.0000, 0.7500, 0.2500]\nPeriodicSite: Cd (0.0000, 9.8151, 9.8151) [0.0000, 0.7500, 0.7500]\nPeriodicSite: Cd (6.5434, 3.2717, 3.2717) [0.5000, 0.2500, 0.2500]\nPeriodicSite: Cd (6.5434, 3.2717, 9.8151) [0.5000, 0.2500, 0.7500]\nPeriodicSite: Cd (6.5434, 9.8151, 3.2717) [0.5000, 0.7500, 0.2500]\nPeriodicSite: Cd (6.5434, 9.8151, 9.8151) [0.5000, 0.7500, 0.7500]\nPeriodicSite: Cd (3.2717, 0.0000, 3.2717) [0.2500, 0.0000, 0.2500]\nPeriodicSite: Cd (3.2717, 0.0000, 9.8151) [0.2500, 0.0000, 0.7500]\nPeriodicSite: Cd (3.2717, 6.5434, 3.2717) [0.2500, 0.5000, 0.2500]\nPeriodicSite: Cd (3.2717, 6.5434, 9.8151) [0.2500, 0.5000, 0.7500]\nPeriodicSite: Cd (9.8151, 0.0000, 3.2717) [0.7500, 0.0000, 0.2500]\nPeriodicSite: Cd (9.8151, 0.0000, 9.8151) [0.7500, 0.0000, 0.7500]\nPeriodicSite: Cd (9.8151, 6.5434, 3.2717) [0.7500, 0.5000, 0.2500]\nPeriodicSite: Cd (9.8151, 6.5434, 9.8151) [0.7500, 0.5000, 0.7500]\nPeriodicSite: Cd (3.2717, 3.2717, 0.0000) [0.2500, 0.2500, 0.0000]\nPeriodicSite: Cd (3.2717, 3.2717, 6.5434) [0.2500, 0.2500, 0.5000]\nPeriodicSite: Cd (3.2717, 9.8151, 0.0000) [0.2500, 0.7500, 0.0000]\nPeriodicSite: Cd (3.2717, 9.8151, 6.5434) [0.2500, 0.7500, 0.5000]\nPeriodicSite: Cd (9.8151, 3.2717, 0.0000) [0.7500, 0.2500, 0.0000]\nPeriodicSite: Cd (9.8151, 3.2717, 6.5434) [0.7500, 0.2500, 0.5000]\nPeriodicSite: Cd (9.8151, 9.8151, 0.0000) [0.7500, 0.7500, 0.0000]\nPeriodicSite: Cd (9.8151, 9.8151, 6.5434) [0.7500, 0.7500, 0.5000]\nPeriodicSite: Te (1.6358, 1.6358, 4.9075) [0.1250, 0.1250, 0.3750]\nPeriodicSite: Te (1.6358, 1.6358, 11.4509) [0.1250, 0.1250, 0.8750]\nPeriodicSite: Te (1.6358, 8.1792, 4.9075) [0.1250, 0.6250, 0.3750]\nPeriodicSite: Te (1.6358, 8.1792, 11.4509) [0.1250, 0.6250, 0.8750]\nPeriodicSite: Te (8.1792, 1.6358, 4.9075) [0.6250, 0.1250, 0.3750]\nPeriodicSite: Te (8.1792, 1.6358, 11.4509) [0.6250, 0.1250, 0.8750]\nPeriodicSite: Te (8.1792, 8.1792, 4.9075) [0.6250, 0.6250, 0.3750]\nPeriodicSite: Te (8.1792, 8.1792, 11.4509) [0.6250, 0.6250, 0.8750]\nPeriodicSite: Te (1.6358, 4.9075, 1.6358) [0.1250, 0.3750, 0.1250]\nPeriodicSite: Te (1.6358, 4.9075, 8.1792) [0.1250, 0.3750, 0.6250]\nPeriodicSite: Te (1.6358, 11.4509, 1.6358) [0.1250, 0.8750, 0.1250]\nPeriodicSite: Te (1.6358, 11.4509, 8.1792) [0.1250, 0.8750, 0.6250]\nPeriodicSite: Te (8.1792, 4.9075, 1.6358) [0.6250, 0.3750, 0.1250]\nPeriodicSite: Te (8.1792, 4.9075, 8.1792) [0.6250, 0.3750, 0.6250]\nPeriodicSite: Te (8.1792, 11.4509, 1.6358) [0.6250, 0.8750, 0.1250]\nPeriodicSite: Te (8.1792, 11.4509, 8.1792) [0.6250, 0.8750, 0.6250]\nPeriodicSite: Te (4.9075, 1.6358, 1.6358) [0.3750, 0.1250, 0.1250]\nPeriodicSite: Te (4.9075, 1.6358, 8.1792) [0.3750, 0.1250, 0.6250]\nPeriodicSite: Te (4.9075, 8.1792, 1.6358) [0.3750, 0.6250, 0.1250]\nPeriodicSite: Te (4.9075, 8.1792, 8.1792) [0.3750, 0.6250, 0.6250]\nPeriodicSite: Te (11.4509, 1.6358, 1.6358) [0.8750, 0.1250, 0.1250]\nPeriodicSite: Te (11.4509, 1.6358, 8.1792) [0.8750, 0.1250, 0.6250]\nPeriodicSite: Te (11.4509, 8.1792, 1.6358) [0.8750, 0.6250, 0.1250]\nPeriodicSite: Te (11.4509, 8.1792, 8.1792) [0.8750, 0.6250, 0.6250]\nPeriodicSite: Te (4.9075, 4.9075, 4.9075) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.9075, 4.9075, 11.4509) [0.3750, 0.3750, 0.8750]\nPeriodicSite: Te (4.9075, 11.4509, 4.9075) [0.3750, 0.8750, 0.3750]\nPeriodicSite: Te (4.9075, 11.4509, 11.4509) [0.3750, 0.8750, 0.8750]\nPeriodicSite: Te (11.4509, 4.9075, 4.9075) [0.8750, 0.3750, 0.3750]\nPeriodicSite: Te (11.4509, 4.9075, 11.4509) [0.8750, 0.3750, 0.8750]\nPeriodicSite: Te (11.4509, 11.4509, 4.9075) [0.8750, 0.8750, 0.3750]\nPeriodicSite: Te (11.4509, 11.4509, 11.4509) [0.8750, 0.8750, 0.8750]" - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sdp.defect_entry.parameters[\"initial_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 11, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0000, 0.0000, 6.5434) [0.0000, 0.0000, 0.5000]\nPeriodicSite: Cd (0.0000, 6.5434, 0.0000) [0.0000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 6.5434, 6.5434) [0.0000, 0.5000, 0.5000]\nPeriodicSite: Cd (6.5434, 0.0000, 0.0000) [0.5000, 0.0000, 0.0000]\nPeriodicSite: Cd (6.5434, 0.0000, 6.5434) [0.5000, 0.0000, 0.5000]\nPeriodicSite: Cd (6.5434, 6.5434, 0.0000) [0.5000, 0.5000, 0.0000]\nPeriodicSite: Cd (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Cd (0.0000, 3.2717, 3.2717) [0.0000, 0.2500, 0.2500]\nPeriodicSite: Cd (0.0000, 3.2717, 9.8151) [0.0000, 0.2500, 0.7500]\nPeriodicSite: Cd (0.0000, 9.8151, 3.2717) [0.0000, 0.7500, 0.2500]\nPeriodicSite: Cd (0.0000, 9.8151, 9.8151) [0.0000, 0.7500, 0.7500]\nPeriodicSite: Cd (6.5434, 3.2717, 3.2717) [0.5000, 0.2500, 0.2500]\nPeriodicSite: Cd (6.5434, 3.2717, 9.8151) [0.5000, 0.2500, 0.7500]\nPeriodicSite: Cd (6.5434, 9.8151, 3.2717) [0.5000, 0.7500, 0.2500]\nPeriodicSite: Cd (6.5434, 9.8151, 9.8151) [0.5000, 0.7500, 0.7500]\nPeriodicSite: Cd (3.2717, 0.0000, 3.2717) [0.2500, 0.0000, 0.2500]\nPeriodicSite: Cd (3.2717, 0.0000, 9.8151) [0.2500, 0.0000, 0.7500]\nPeriodicSite: Cd (3.2717, 6.5434, 3.2717) [0.2500, 0.5000, 0.2500]\nPeriodicSite: Cd (3.2717, 6.5434, 9.8151) [0.2500, 0.5000, 0.7500]\nPeriodicSite: Cd (9.8151, 0.0000, 3.2717) [0.7500, 0.0000, 0.2500]\nPeriodicSite: Cd (9.8151, 0.0000, 9.8151) [0.7500, 0.0000, 0.7500]\nPeriodicSite: Cd (9.8151, 6.5434, 3.2717) [0.7500, 0.5000, 0.2500]\nPeriodicSite: Cd (9.8151, 6.5434, 9.8151) [0.7500, 0.5000, 0.7500]\nPeriodicSite: Cd (3.2717, 3.2717, 0.0000) [0.2500, 0.2500, 0.0000]\nPeriodicSite: Cd (3.2717, 3.2717, 6.5434) [0.2500, 0.2500, 0.5000]\nPeriodicSite: Cd (3.2717, 9.8151, 0.0000) [0.2500, 0.7500, 0.0000]\nPeriodicSite: Cd (3.2717, 9.8151, 6.5434) [0.2500, 0.7500, 0.5000]\nPeriodicSite: Cd (9.8151, 3.2717, 0.0000) [0.7500, 0.2500, 0.0000]\nPeriodicSite: Cd (9.8151, 3.2717, 6.5434) [0.7500, 0.2500, 0.5000]\nPeriodicSite: Cd (9.8151, 9.8151, 0.0000) [0.7500, 0.7500, 0.0000]\nPeriodicSite: Cd (9.8151, 9.8151, 6.5434) [0.7500, 0.7500, 0.5000]\nPeriodicSite: Te (1.6358, 1.6358, 4.9075) [0.1250, 0.1250, 0.3750]\nPeriodicSite: Te (1.6358, 1.6358, 11.4509) [0.1250, 0.1250, 0.8750]\nPeriodicSite: Te (1.6358, 8.1792, 4.9075) [0.1250, 0.6250, 0.3750]\nPeriodicSite: Te (1.6358, 8.1792, 11.4509) [0.1250, 0.6250, 0.8750]\nPeriodicSite: Te (8.1792, 1.6358, 4.9075) [0.6250, 0.1250, 0.3750]\nPeriodicSite: Te (8.1792, 1.6358, 11.4509) [0.6250, 0.1250, 0.8750]\nPeriodicSite: Te (8.1792, 8.1792, 4.9075) [0.6250, 0.6250, 0.3750]\nPeriodicSite: Te (8.1792, 8.1792, 11.4509) [0.6250, 0.6250, 0.8750]\nPeriodicSite: Te (1.6358, 4.9075, 1.6358) [0.1250, 0.3750, 0.1250]\nPeriodicSite: Te (1.6358, 4.9075, 8.1792) [0.1250, 0.3750, 0.6250]\nPeriodicSite: Te (1.6358, 11.4509, 1.6358) [0.1250, 0.8750, 0.1250]\nPeriodicSite: Te (1.6358, 11.4509, 8.1792) [0.1250, 0.8750, 0.6250]\nPeriodicSite: Te (8.1792, 4.9075, 1.6358) [0.6250, 0.3750, 0.1250]\nPeriodicSite: Te (8.1792, 4.9075, 8.1792) [0.6250, 0.3750, 0.6250]\nPeriodicSite: Te (8.1792, 11.4509, 1.6358) [0.6250, 0.8750, 0.1250]\nPeriodicSite: Te (8.1792, 11.4509, 8.1792) [0.6250, 0.8750, 0.6250]\nPeriodicSite: Te (4.9075, 1.6358, 1.6358) [0.3750, 0.1250, 0.1250]\nPeriodicSite: Te (4.9075, 1.6358, 8.1792) [0.3750, 0.1250, 0.6250]\nPeriodicSite: Te (4.9075, 8.1792, 1.6358) [0.3750, 0.6250, 0.1250]\nPeriodicSite: Te (4.9075, 8.1792, 8.1792) [0.3750, 0.6250, 0.6250]\nPeriodicSite: Te (11.4509, 1.6358, 1.6358) [0.8750, 0.1250, 0.1250]\nPeriodicSite: Te (11.4509, 1.6358, 8.1792) [0.8750, 0.1250, 0.6250]\nPeriodicSite: Te (11.4509, 8.1792, 1.6358) [0.8750, 0.6250, 0.1250]\nPeriodicSite: Te (11.4509, 8.1792, 8.1792) [0.8750, 0.6250, 0.6250]\nPeriodicSite: Te (4.9075, 4.9075, 4.9075) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.9075, 4.9075, 11.4509) [0.3750, 0.3750, 0.8750]\nPeriodicSite: Te (4.9075, 11.4509, 4.9075) [0.3750, 0.8750, 0.3750]\nPeriodicSite: Te (4.9075, 11.4509, 11.4509) [0.3750, 0.8750, 0.8750]\nPeriodicSite: Te (11.4509, 4.9075, 4.9075) [0.8750, 0.3750, 0.3750]\nPeriodicSite: Te (11.4509, 4.9075, 11.4509) [0.8750, 0.3750, 0.8750]\nPeriodicSite: Te (11.4509, 11.4509, 4.9075) [0.8750, 0.8750, 0.3750]\nPeriodicSite: Te (11.4509, 11.4509, 11.4509) [0.8750, 0.8750, 0.8750]" - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sdp.defect_entry.parameters[\"unrelaxed_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 12, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (13.0852, 13.0849, 6.5257) [0.9999, 0.9999, 0.4986]\nPeriodicSite: Cd (13.0852, 6.5257, 13.0849) [0.9999, 0.4986, 0.9999]\nPeriodicSite: Cd (0.0054, 6.5341, 6.5341) [0.0004, 0.4993, 0.4993]\nPeriodicSite: Cd (6.5258, 13.0849, 13.0849) [0.4987, 0.9999, 0.9999]\nPeriodicSite: Cd (6.5346, 0.0053, 6.5342) [0.4993, 0.0004, 0.4993]\nPeriodicSite: Cd (6.5346, 6.5342, 0.0053) [0.4993, 0.4993, 0.0004]\nPeriodicSite: Cd (6.5437, 6.5437, 6.5437) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Cd (13.0037, 3.1740, 3.1740) [0.9937, 0.2425, 0.2425]\nPeriodicSite: Cd (0.1196, 3.2264, 9.8999) [0.0091, 0.2465, 0.7565]\nPeriodicSite: Cd (0.1196, 9.8999, 3.2264) [0.0091, 0.7565, 0.2465]\nPeriodicSite: Cd (0.1230, 9.7825, 9.7825) [0.0094, 0.7475, 0.7475]\nPeriodicSite: Cd (6.5267, 3.2564, 3.2564) [0.4987, 0.2488, 0.2488]\nPeriodicSite: Cd (6.5415, 3.2831, 9.8235) [0.4999, 0.2509, 0.7506]\nPeriodicSite: Cd (6.5415, 9.8235, 3.2831) [0.4999, 0.7506, 0.2509]\nPeriodicSite: Cd (6.5341, 9.8444, 9.8444) [0.4993, 0.7522, 0.7522]\nPeriodicSite: Cd (3.1740, 13.0045, 3.1742) [0.2425, 0.9937, 0.2425]\nPeriodicSite: Cd (3.2263, 0.1199, 9.8996) [0.2465, 0.0092, 0.7565]\nPeriodicSite: Cd (3.2562, 6.5271, 3.2563) [0.2488, 0.4988, 0.2488]\nPeriodicSite: Cd (3.2834, 6.5414, 9.8233) [0.2509, 0.4998, 0.7506]\nPeriodicSite: Cd (9.9002, 0.1204, 3.2260) [0.7565, 0.0092, 0.2465]\nPeriodicSite: Cd (9.7833, 0.1236, 9.7832) [0.7476, 0.0094, 0.7476]\nPeriodicSite: Cd (9.8230, 6.5417, 3.2833) [0.7506, 0.4999, 0.2509]\nPeriodicSite: Cd (9.8441, 6.5342, 9.8446) [0.7522, 0.4993, 0.7523]\nPeriodicSite: Cd (3.1740, 3.1742, 13.0045) [0.2425, 0.2425, 0.9937]\nPeriodicSite: Cd (3.2562, 3.2563, 6.5271) [0.2488, 0.2488, 0.4988]\nPeriodicSite: Cd (3.2263, 9.8996, 0.1199) [0.2465, 0.7565, 0.0092]\nPeriodicSite: Cd (3.2834, 9.8233, 6.5414) [0.2509, 0.7506, 0.4998]\nPeriodicSite: Cd (9.9002, 3.2260, 0.1204) [0.7565, 0.2465, 0.0092]\nPeriodicSite: Cd (9.8230, 3.2833, 6.5417) [0.7506, 0.2509, 0.4999]\nPeriodicSite: Cd (9.7833, 9.7832, 0.1236) [0.7476, 0.7476, 0.0094]\nPeriodicSite: Cd (9.8441, 9.8446, 6.5342) [0.7522, 0.7523, 0.4993]\nPeriodicSite: Te (1.6301, 1.6305, 4.8789) [0.1246, 0.1246, 0.3728]\nPeriodicSite: Te (1.4821, 1.4821, 11.5709) [0.1133, 0.1133, 0.8842]\nPeriodicSite: Te (1.6442, 8.1812, 4.9118) [0.1256, 0.6252, 0.3753]\nPeriodicSite: Te (1.6773, 8.1797, 11.4891) [0.1282, 0.6250, 0.8779]\nPeriodicSite: Te (8.1813, 1.6444, 4.9115) [0.6252, 0.1257, 0.3753]\nPeriodicSite: Te (8.1800, 1.6774, 11.4896) [0.6251, 0.1282, 0.8780]\nPeriodicSite: Te (8.1903, 8.1907, 4.9244) [0.6258, 0.6259, 0.3763]\nPeriodicSite: Te (8.1932, 8.1934, 11.4629) [0.6261, 0.6261, 0.8759]\nPeriodicSite: Te (1.6301, 4.8789, 1.6305) [0.1246, 0.3728, 0.1246]\nPeriodicSite: Te (1.6442, 4.9118, 8.1812) [0.1256, 0.3753, 0.6252]\nPeriodicSite: Te (1.4821, 11.5709, 1.4821) [0.1133, 0.8842, 0.1133]\nPeriodicSite: Te (1.6773, 11.4891, 8.1797) [0.1282, 0.8779, 0.6250]\nPeriodicSite: Te (8.1813, 4.9115, 1.6444) [0.6252, 0.3753, 0.1257]\nPeriodicSite: Te (8.1903, 4.9244, 8.1907) [0.6258, 0.3763, 0.6259]\nPeriodicSite: Te (8.1800, 11.4896, 1.6774) [0.6251, 0.8780, 0.1282]\nPeriodicSite: Te (8.1932, 11.4629, 8.1934) [0.6261, 0.8759, 0.6261]\nPeriodicSite: Te (4.8790, 1.6303, 1.6303) [0.3728, 0.1246, 0.1246]\nPeriodicSite: Te (4.9120, 1.6443, 8.1810) [0.3753, 0.1256, 0.6251]\nPeriodicSite: Te (4.9120, 8.1810, 1.6443) [0.3753, 0.6251, 0.1256]\nPeriodicSite: Te (4.9244, 8.1905, 8.1905) [0.3763, 0.6259, 0.6259]\nPeriodicSite: Te (11.5721, 1.4812, 1.4812) [0.8843, 0.1132, 0.1132]\nPeriodicSite: Te (11.4894, 1.6774, 8.1796) [0.8779, 0.1282, 0.6250]\nPeriodicSite: Te (11.4894, 8.1796, 1.6774) [0.8779, 0.6250, 0.1282]\nPeriodicSite: Te (11.4623, 8.1928, 8.1928) [0.8759, 0.6260, 0.6260]\nPeriodicSite: Te (4.9078, 4.9081, 4.9081) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.8914, 4.8913, 11.4689) [0.3738, 0.3738, 0.8764]\nPeriodicSite: Te (4.8914, 11.4689, 4.8913) [0.3738, 0.8764, 0.3738]\nPeriodicSite: Te (4.8836, 11.4582, 11.4582) [0.3732, 0.8756, 0.8756]\nPeriodicSite: Te (11.4684, 4.8913, 4.8913) [0.8763, 0.3738, 0.3738]\nPeriodicSite: Te (11.4580, 4.8837, 11.4584) [0.8755, 0.3732, 0.8756]\nPeriodicSite: Te (11.4580, 11.4584, 4.8837) [0.8755, 0.8756, 0.3732]\nPeriodicSite: Te (11.3281, 11.3278, 11.3278) [0.8656, 0.8656, 0.8656]" - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sdp.defect_entry.parameters[\"final_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## Te Interstitial" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 3, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Saving parsed Voronoi sites (for interstitial site-matching) to bulk_voronoi_sites.json to speed up future parsing.\n" - ] - } - ], - "source": [ - " for i in os.listdir(\"../examples\"):\n", - " if \"Int_Te\" in i: # loop folders and parse those with \"Int_Te\" in name\n", - " defect_file_path = f\"../examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\", \"\"))\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=BULK_DATA_DIR,\n", - " dielectric=dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " sdp.kumagai_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " te_i_2_ent = sdp.defect_entry" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.883 eV\n" - ] - }, - { - "data": { - "text/plain": "0.8834518111049584" - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(te_i_2_ent, epsilon=dielectric, title=\"kmg\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 23, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0000, 0.0000, 0.0000) [0.0000, 0.0000, 0.0000]\nPeriodicSite: Cd (0.0000, 0.0000, 6.5434) [0.0000, 0.0000, 0.5000]\nPeriodicSite: Cd (0.0000, 6.5434, 0.0000) [0.0000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 6.5434, 6.5434) [0.0000, 0.5000, 0.5000]\nPeriodicSite: Cd (6.5434, 0.0000, 0.0000) [0.5000, 0.0000, 0.0000]\nPeriodicSite: Cd (6.5434, 0.0000, 6.5434) [0.5000, 0.0000, 0.5000]\nPeriodicSite: Cd (6.5434, 6.5434, 0.0000) [0.5000, 0.5000, 0.0000]\nPeriodicSite: Cd (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Cd (0.0000, 3.2717, 3.2717) [0.0000, 0.2500, 0.2500]\nPeriodicSite: Cd (0.0000, 3.2717, 9.8151) [0.0000, 0.2500, 0.7500]\nPeriodicSite: Cd (0.0000, 9.8151, 3.2717) [0.0000, 0.7500, 0.2500]\nPeriodicSite: Cd (0.0000, 9.8151, 9.8151) [0.0000, 0.7500, 0.7500]\nPeriodicSite: Cd (6.5434, 3.2717, 3.2717) [0.5000, 0.2500, 0.2500]\nPeriodicSite: Cd (6.5434, 3.2717, 9.8151) [0.5000, 0.2500, 0.7500]\nPeriodicSite: Cd (6.5434, 9.8151, 3.2717) [0.5000, 0.7500, 0.2500]\nPeriodicSite: Cd (6.5434, 9.8151, 9.8151) [0.5000, 0.7500, 0.7500]\nPeriodicSite: Cd (3.2717, 0.0000, 3.2717) [0.2500, 0.0000, 0.2500]\nPeriodicSite: Cd (3.2717, 0.0000, 9.8151) [0.2500, 0.0000, 0.7500]\nPeriodicSite: Cd (3.2717, 6.5434, 3.2717) [0.2500, 0.5000, 0.2500]\nPeriodicSite: Cd (3.2717, 6.5434, 9.8151) [0.2500, 0.5000, 0.7500]\nPeriodicSite: Cd (9.8151, 0.0000, 3.2717) [0.7500, 0.0000, 0.2500]\nPeriodicSite: Cd (9.8151, 0.0000, 9.8151) [0.7500, 0.0000, 0.7500]\nPeriodicSite: Cd (9.8151, 6.5434, 3.2717) [0.7500, 0.5000, 0.2500]\nPeriodicSite: Cd (9.8151, 6.5434, 9.8151) [0.7500, 0.5000, 0.7500]\nPeriodicSite: Cd (3.2717, 3.2717, 0.0000) [0.2500, 0.2500, 0.0000]\nPeriodicSite: Cd (3.2717, 3.2717, 6.5434) [0.2500, 0.2500, 0.5000]\nPeriodicSite: Cd (3.2717, 9.8151, 0.0000) [0.2500, 0.7500, 0.0000]\nPeriodicSite: Cd (3.2717, 9.8151, 6.5434) [0.2500, 0.7500, 0.5000]\nPeriodicSite: Cd (9.8151, 3.2717, 0.0000) [0.7500, 0.2500, 0.0000]\nPeriodicSite: Cd (9.8151, 3.2717, 6.5434) [0.7500, 0.2500, 0.5000]\nPeriodicSite: Cd (9.8151, 9.8151, 0.0000) [0.7500, 0.7500, 0.0000]\nPeriodicSite: Cd (9.8151, 9.8151, 6.5434) [0.7500, 0.7500, 0.5000]\nPeriodicSite: Te (1.6358, 1.6358, 4.9075) [0.1250, 0.1250, 0.3750]\nPeriodicSite: Te (1.6358, 1.6358, 11.4509) [0.1250, 0.1250, 0.8750]\nPeriodicSite: Te (1.6358, 8.1792, 4.9075) [0.1250, 0.6250, 0.3750]\nPeriodicSite: Te (1.6358, 8.1792, 11.4509) [0.1250, 0.6250, 0.8750]\nPeriodicSite: Te (8.1792, 1.6358, 4.9075) [0.6250, 0.1250, 0.3750]\nPeriodicSite: Te (8.1792, 1.6358, 11.4509) [0.6250, 0.1250, 0.8750]\nPeriodicSite: Te (8.1792, 8.1792, 4.9075) [0.6250, 0.6250, 0.3750]\nPeriodicSite: Te (8.1792, 8.1792, 11.4509) [0.6250, 0.6250, 0.8750]\nPeriodicSite: Te (1.6358, 4.9075, 1.6358) [0.1250, 0.3750, 0.1250]\nPeriodicSite: Te (1.6358, 4.9075, 8.1792) [0.1250, 0.3750, 0.6250]\nPeriodicSite: Te (1.6358, 11.4509, 1.6358) [0.1250, 0.8750, 0.1250]\nPeriodicSite: Te (1.6358, 11.4509, 8.1792) [0.1250, 0.8750, 0.6250]\nPeriodicSite: Te (8.1792, 4.9075, 1.6358) [0.6250, 0.3750, 0.1250]\nPeriodicSite: Te (8.1792, 4.9075, 8.1792) [0.6250, 0.3750, 0.6250]\nPeriodicSite: Te (8.1792, 11.4509, 1.6358) [0.6250, 0.8750, 0.1250]\nPeriodicSite: Te (8.1792, 11.4509, 8.1792) [0.6250, 0.8750, 0.6250]\nPeriodicSite: Te (4.9075, 1.6358, 1.6358) [0.3750, 0.1250, 0.1250]\nPeriodicSite: Te (4.9075, 1.6358, 8.1792) [0.3750, 0.1250, 0.6250]\nPeriodicSite: Te (4.9075, 8.1792, 1.6358) [0.3750, 0.6250, 0.1250]\nPeriodicSite: Te (4.9075, 8.1792, 8.1792) [0.3750, 0.6250, 0.6250]\nPeriodicSite: Te (11.4509, 1.6358, 1.6358) [0.8750, 0.1250, 0.1250]\nPeriodicSite: Te (11.4509, 1.6358, 8.1792) [0.8750, 0.1250, 0.6250]\nPeriodicSite: Te (11.4509, 8.1792, 1.6358) [0.8750, 0.6250, 0.1250]\nPeriodicSite: Te (11.4509, 8.1792, 8.1792) [0.8750, 0.6250, 0.6250]\nPeriodicSite: Te (4.9075, 4.9075, 4.9075) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.9075, 4.9075, 11.4509) [0.3750, 0.3750, 0.8750]\nPeriodicSite: Te (4.9075, 11.4509, 4.9075) [0.3750, 0.8750, 0.3750]\nPeriodicSite: Te (4.9075, 11.4509, 11.4509) [0.3750, 0.8750, 0.8750]\nPeriodicSite: Te (11.4509, 4.9075, 4.9075) [0.8750, 0.3750, 0.3750]\nPeriodicSite: Te (11.4509, 4.9075, 11.4509) [0.8750, 0.3750, 0.8750]\nPeriodicSite: Te (11.4509, 11.4509, 4.9075) [0.8750, 0.8750, 0.3750]\nPeriodicSite: Te (11.4509, 11.4509, 11.4509) [0.8750, 0.8750, 0.8750]\nPeriodicSite: Te (12.2688, 12.2688, 8.9972) [0.9375, 0.9375, 0.6875]" - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_i_2_ent.parameters[\"initial_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 24, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0000, 0.0000, 0.0000) [0.0000, 0.0000, 0.0000]\nPeriodicSite: Cd (0.0000, 0.0000, 6.5434) [0.0000, 0.0000, 0.5000]\nPeriodicSite: Cd (0.0000, 6.5434, 0.0000) [0.0000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 6.5434, 6.5434) [0.0000, 0.5000, 0.5000]\nPeriodicSite: Cd (6.5434, 0.0000, 0.0000) [0.5000, 0.0000, 0.0000]\nPeriodicSite: Cd (6.5434, 0.0000, 6.5434) [0.5000, 0.0000, 0.5000]\nPeriodicSite: Cd (6.5434, 6.5434, 0.0000) [0.5000, 0.5000, 0.0000]\nPeriodicSite: Cd (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Cd (0.0000, 3.2717, 3.2717) [0.0000, 0.2500, 0.2500]\nPeriodicSite: Cd (0.0000, 3.2717, 9.8151) [0.0000, 0.2500, 0.7500]\nPeriodicSite: Cd (0.0000, 9.8151, 3.2717) [0.0000, 0.7500, 0.2500]\nPeriodicSite: Cd (0.0000, 9.8151, 9.8151) [0.0000, 0.7500, 0.7500]\nPeriodicSite: Cd (6.5434, 3.2717, 3.2717) [0.5000, 0.2500, 0.2500]\nPeriodicSite: Cd (6.5434, 3.2717, 9.8151) [0.5000, 0.2500, 0.7500]\nPeriodicSite: Cd (6.5434, 9.8151, 3.2717) [0.5000, 0.7500, 0.2500]\nPeriodicSite: Cd (6.5434, 9.8151, 9.8151) [0.5000, 0.7500, 0.7500]\nPeriodicSite: Cd (3.2717, 0.0000, 3.2717) [0.2500, 0.0000, 0.2500]\nPeriodicSite: Cd (3.2717, 0.0000, 9.8151) [0.2500, 0.0000, 0.7500]\nPeriodicSite: Cd (3.2717, 6.5434, 3.2717) [0.2500, 0.5000, 0.2500]\nPeriodicSite: Cd (3.2717, 6.5434, 9.8151) [0.2500, 0.5000, 0.7500]\nPeriodicSite: Cd (9.8151, 0.0000, 3.2717) [0.7500, 0.0000, 0.2500]\nPeriodicSite: Cd (9.8151, 0.0000, 9.8151) [0.7500, 0.0000, 0.7500]\nPeriodicSite: Cd (9.8151, 6.5434, 3.2717) [0.7500, 0.5000, 0.2500]\nPeriodicSite: Cd (9.8151, 6.5434, 9.8151) [0.7500, 0.5000, 0.7500]\nPeriodicSite: Cd (3.2717, 3.2717, 0.0000) [0.2500, 0.2500, 0.0000]\nPeriodicSite: Cd (3.2717, 3.2717, 6.5434) [0.2500, 0.2500, 0.5000]\nPeriodicSite: Cd (3.2717, 9.8151, 0.0000) [0.2500, 0.7500, 0.0000]\nPeriodicSite: Cd (3.2717, 9.8151, 6.5434) [0.2500, 0.7500, 0.5000]\nPeriodicSite: Cd (9.8151, 3.2717, 0.0000) [0.7500, 0.2500, 0.0000]\nPeriodicSite: Cd (9.8151, 3.2717, 6.5434) [0.7500, 0.2500, 0.5000]\nPeriodicSite: Cd (9.8151, 9.8151, 0.0000) [0.7500, 0.7500, 0.0000]\nPeriodicSite: Cd (9.8151, 9.8151, 6.5434) [0.7500, 0.7500, 0.5000]\nPeriodicSite: Te (1.6358, 1.6358, 4.9075) [0.1250, 0.1250, 0.3750]\nPeriodicSite: Te (1.6358, 1.6358, 11.4509) [0.1250, 0.1250, 0.8750]\nPeriodicSite: Te (1.6358, 8.1792, 4.9075) [0.1250, 0.6250, 0.3750]\nPeriodicSite: Te (1.6358, 8.1792, 11.4509) [0.1250, 0.6250, 0.8750]\nPeriodicSite: Te (8.1792, 1.6358, 4.9075) [0.6250, 0.1250, 0.3750]\nPeriodicSite: Te (8.1792, 1.6358, 11.4509) [0.6250, 0.1250, 0.8750]\nPeriodicSite: Te (8.1792, 8.1792, 4.9075) [0.6250, 0.6250, 0.3750]\nPeriodicSite: Te (8.1792, 8.1792, 11.4509) [0.6250, 0.6250, 0.8750]\nPeriodicSite: Te (1.6358, 4.9075, 1.6358) [0.1250, 0.3750, 0.1250]\nPeriodicSite: Te (1.6358, 4.9075, 8.1792) [0.1250, 0.3750, 0.6250]\nPeriodicSite: Te (1.6358, 11.4509, 1.6358) [0.1250, 0.8750, 0.1250]\nPeriodicSite: Te (1.6358, 11.4509, 8.1792) [0.1250, 0.8750, 0.6250]\nPeriodicSite: Te (8.1792, 4.9075, 1.6358) [0.6250, 0.3750, 0.1250]\nPeriodicSite: Te (8.1792, 4.9075, 8.1792) [0.6250, 0.3750, 0.6250]\nPeriodicSite: Te (8.1792, 11.4509, 1.6358) [0.6250, 0.8750, 0.1250]\nPeriodicSite: Te (8.1792, 11.4509, 8.1792) [0.6250, 0.8750, 0.6250]\nPeriodicSite: Te (4.9075, 1.6358, 1.6358) [0.3750, 0.1250, 0.1250]\nPeriodicSite: Te (4.9075, 1.6358, 8.1792) [0.3750, 0.1250, 0.6250]\nPeriodicSite: Te (4.9075, 8.1792, 1.6358) [0.3750, 0.6250, 0.1250]\nPeriodicSite: Te (4.9075, 8.1792, 8.1792) [0.3750, 0.6250, 0.6250]\nPeriodicSite: Te (11.4509, 1.6358, 1.6358) [0.8750, 0.1250, 0.1250]\nPeriodicSite: Te (11.4509, 1.6358, 8.1792) [0.8750, 0.1250, 0.6250]\nPeriodicSite: Te (11.4509, 8.1792, 1.6358) [0.8750, 0.6250, 0.1250]\nPeriodicSite: Te (11.4509, 8.1792, 8.1792) [0.8750, 0.6250, 0.6250]\nPeriodicSite: Te (4.9075, 4.9075, 4.9075) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.9075, 4.9075, 11.4509) [0.3750, 0.3750, 0.8750]\nPeriodicSite: Te (4.9075, 11.4509, 4.9075) [0.3750, 0.8750, 0.3750]\nPeriodicSite: Te (4.9075, 11.4509, 11.4509) [0.3750, 0.8750, 0.8750]\nPeriodicSite: Te (11.4509, 4.9075, 4.9075) [0.8750, 0.3750, 0.3750]\nPeriodicSite: Te (11.4509, 4.9075, 11.4509) [0.8750, 0.3750, 0.8750]\nPeriodicSite: Te (11.4509, 11.4509, 4.9075) [0.8750, 0.8750, 0.3750]\nPeriodicSite: Te (11.4509, 11.4509, 11.4509) [0.8750, 0.8750, 0.8750]\nPeriodicSite: Te (12.2688, 12.2688, 8.9972) [0.9375, 0.9375, 0.6875]" - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_i_2_ent.parameters[\"unrelaxed_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 25, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.08676815 13.08676815 13.08676815\n angles : 90.0 90.0 90.0\n volume : 2241.2857250647216\n A : 13.08676815 0.0 0.0\n B : 0.0 13.08676815 0.0\n C : 0.0 0.0 13.08676815\n pbc : True True True\nPeriodicSite: Cd (0.1729, 0.1901, 0.1530) [0.0132, 0.0145, 0.0117]\nPeriodicSite: Cd (0.2388, 12.9981, 6.3904) [0.0182, 0.9932, 0.4883]\nPeriodicSite: Cd (13.0626, 6.5248, 0.0678) [0.9982, 0.4986, 0.0052]\nPeriodicSite: Cd (13.0332, 6.5406, 6.5464) [0.9959, 0.4998, 0.5002]\nPeriodicSite: Cd (6.4002, 13.0426, 0.1472) [0.4891, 0.9966, 0.0112]\nPeriodicSite: Cd (6.2960, 0.0325, 6.3462) [0.4811, 0.0025, 0.4849]\nPeriodicSite: Cd (6.5667, 6.5425, 0.0370) [0.5018, 0.4999, 0.0028]\nPeriodicSite: Cd (6.5778, 6.4948, 6.5376) [0.5026, 0.4963, 0.4996]\nPeriodicSite: Cd (13.0619, 3.2918, 3.3009) [0.9981, 0.2515, 0.2522]\nPeriodicSite: Cd (0.1722, 3.3745, 10.0525) [0.0132, 0.2579, 0.7681]\nPeriodicSite: Cd (13.0330, 9.7710, 3.3166) [0.9959, 0.7466, 0.2534]\nPeriodicSite: Cd (0.2390, 9.6125, 9.7741) [0.0183, 0.7345, 0.7469]\nPeriodicSite: Cd (6.5666, 3.2627, 3.3182) [0.5018, 0.2493, 0.2536]\nPeriodicSite: Cd (6.4005, 3.3697, 9.8182) [0.4891, 0.2575, 0.7502]\nPeriodicSite: Cd (6.5780, 9.7623, 3.2706) [0.5026, 0.7460, 0.2499]\nPeriodicSite: Cd (6.2966, 9.5712, 9.8944) [0.4811, 0.7314, 0.7561]\nPeriodicSite: Cd (3.2025, 13.0260, 3.2050) [0.2447, 0.9954, 0.2449]\nPeriodicSite: Cd (3.3141, 13.0314, 9.8075) [0.2532, 0.9958, 0.7494]\nPeriodicSite: Cd (3.2706, 6.5214, 3.2960) [0.2499, 0.4983, 0.2519]\nPeriodicSite: Cd (3.2028, 6.4276, 9.8014) [0.2447, 0.4912, 0.7490]\nPeriodicSite: Cd (9.8230, 13.0395, 3.2979) [0.7506, 0.9964, 0.2520]\nPeriodicSite: Cd (8.2414, 12.9955, 9.7721) [0.6298, 0.9930, 0.7467]\nPeriodicSite: Cd (9.7976, 6.5006, 3.2759) [0.7487, 0.4967, 0.2503]\nPeriodicSite: Cd (9.8228, 6.5230, 9.8151) [0.7506, 0.4984, 0.7500]\nPeriodicSite: Cd (3.3214, 3.3156, 0.0918) [0.2538, 0.2534, 0.0070]\nPeriodicSite: Cd (3.2781, 3.2746, 6.5311) [0.2505, 0.2502, 0.4991]\nPeriodicSite: Cd (3.2787, 9.7552, 0.0499) [0.2505, 0.7454, 0.0038]\nPeriodicSite: Cd (3.2842, 9.7296, 6.5063) [0.2510, 0.7435, 0.4972]\nPeriodicSite: Cd (9.8774, 3.2726, 0.0470) [0.7548, 0.2501, 0.0036]\nPeriodicSite: Cd (9.7340, 3.2320, 6.5672) [0.7438, 0.2470, 0.5018]\nPeriodicSite: Cd (9.7360, 9.7924, 0.0068) [0.7440, 0.7483, 0.0005]\nPeriodicSite: Cd (9.8290, 9.7823, 6.5571) [0.7511, 0.7475, 0.5011]\nPeriodicSite: Te (1.6956, 1.6644, 4.8332) [0.1296, 0.1272, 0.3693]\nPeriodicSite: Te (1.7800, 1.6356, 11.4991) [0.1360, 0.1250, 0.8787]\nPeriodicSite: Te (1.5919, 8.1310, 4.9068) [0.1216, 0.6213, 0.3749]\nPeriodicSite: Te (1.6966, 8.0563, 11.5271) [0.1296, 0.6156, 0.8808]\nPeriodicSite: Te (8.1772, 1.5718, 4.9355) [0.6248, 0.1201, 0.3771]\nPeriodicSite: Te (7.9018, 1.7789, 11.6421) [0.6038, 0.1359, 0.8896]\nPeriodicSite: Te (8.2011, 8.1464, 4.9222) [0.6267, 0.6225, 0.3761]\nPeriodicSite: Te (8.1777, 8.1607, 11.4344) [0.6249, 0.6236, 0.8737]\nPeriodicSite: Te (1.6132, 4.9019, 1.6782) [0.1233, 0.3746, 0.1282]\nPeriodicSite: Te (1.5731, 4.8546, 8.1420) [0.1202, 0.3710, 0.6222]\nPeriodicSite: Te (1.5742, 11.3657, 1.6312) [0.1203, 0.8685, 0.1246]\nPeriodicSite: Te (1.7138, 11.3932, 8.1699) [0.1310, 0.8706, 0.6243]\nPeriodicSite: Te (8.1795, 4.8644, 1.6397) [0.6250, 0.3717, 0.1253]\nPeriodicSite: Te (8.1815, 4.8657, 8.2270) [0.6252, 0.3718, 0.6286]\nPeriodicSite: Te (8.1820, 11.4507, 1.6412) [0.6252, 0.8750, 0.1254]\nPeriodicSite: Te (7.6358, 11.1233, 7.8982) [0.5835, 0.8500, 0.6035]\nPeriodicSite: Te (4.8709, 1.6455, 1.7356) [0.3722, 0.1257, 0.1326]\nPeriodicSite: Te (4.8834, 1.6343, 8.1807) [0.3732, 0.1249, 0.6251]\nPeriodicSite: Te (4.9216, 8.1425, 1.6685) [0.3761, 0.6222, 0.1275]\nPeriodicSite: Te (4.8077, 8.0107, 8.1403) [0.3674, 0.6121, 0.6220]\nPeriodicSite: Te (11.4372, 1.6253, 1.6854) [0.8740, 0.1242, 0.1288]\nPeriodicSite: Te (11.8127, 1.6795, 8.1587) [0.9026, 0.1283, 0.6234]\nPeriodicSite: Te (11.4066, 8.1907, 1.6279) [0.8716, 0.6259, 0.1244]\nPeriodicSite: Te (11.4513, 8.1873, 8.2249) [0.8750, 0.6256, 0.6285]\nPeriodicSite: Te (4.9207, 4.8933, 4.9180) [0.3760, 0.3739, 0.3758]\nPeriodicSite: Te (4.8712, 4.9585, 11.5079) [0.3722, 0.3789, 0.8794]\nPeriodicSite: Te (4.8074, 11.3638, 4.7870) [0.3674, 0.8683, 0.3658]\nPeriodicSite: Te (4.8842, 11.4051, 11.4971) [0.3732, 0.8715, 0.8785]\nPeriodicSite: Te (11.4061, 4.8521, 4.9667) [0.8716, 0.3708, 0.3795]\nPeriodicSite: Te (11.4380, 4.9100, 11.4870) [0.8740, 0.3752, 0.8778]\nPeriodicSite: Te (11.4516, 11.4499, 4.9630) [0.8750, 0.8749, 0.3792]\nPeriodicSite: Te (11.8149, 11.3820, 11.5433) [0.9028, 0.8697, 0.8821]\nPeriodicSite: Te (10.9210, 12.3532, 9.1314) [0.8345, 0.9439, 0.6978]" - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_i_2_ent.parameters[\"final_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## Te_Cd_1 with Kumagai" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 12, - "outputs": [], - "source": [ - "for i in os.listdir(\"../examples\"):\n", - " if \"as_1_Te\" in i: # loop folders and parse those with \"Int_Te\" in name\n", - " defect_file_path = f\"../examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\", \"\"))\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=BULK_DATA_DIR,\n", - " dielectric=dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " sdp.kumagai_loader()\n", - " te_cd_1_ent = sdp.defect_entry\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "data": { - "text/plain": "PeriodicSite: Te (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]" - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.site" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 8, - "outputs": [ - { - "data": { - "text/plain": "PeriodicSite: Te (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]" - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.defect.site" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 9, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0082, 0.0082, 13.0786) [0.0006, 0.0006, 0.9994]\nPeriodicSite: Cd (13.0681, 13.0681, 6.5502) [0.9986, 0.9986, 0.5005]\nPeriodicSite: Cd (13.0681, 6.5365, 0.0186) [0.9986, 0.4995, 0.0014]\nPeriodicSite: Cd (0.0099, 6.5449, 6.5419) [0.0008, 0.5001, 0.4999]\nPeriodicSite: Cd (6.5365, 13.0680, 0.0186) [0.4995, 0.9986, 0.0014]\nPeriodicSite: Cd (6.5449, 0.0099, 6.5419) [0.5001, 0.0008, 0.4999]\nPeriodicSite: Cd (6.5449, 6.5449, 13.0770) [0.5001, 0.5001, 0.9993]\nPeriodicSite: Cd (0.0064, 3.2653, 3.2576) [0.0005, 0.2495, 0.2489]\nPeriodicSite: Cd (0.0233, 3.2804, 9.8063) [0.0018, 0.2507, 0.7493]\nPeriodicSite: Cd (13.0812, 9.8316, 3.2551) [0.9996, 0.7513, 0.2487]\nPeriodicSite: Cd (0.0066, 9.8292, 9.8215) [0.0005, 0.7511, 0.7505]\nPeriodicSite: Cd (6.6318, 3.2196, 3.1796) [0.5068, 0.2460, 0.2430]\nPeriodicSite: Cd (6.5378, 3.2146, 9.8723) [0.4996, 0.2456, 0.7544]\nPeriodicSite: Cd (6.5556, 9.8118, 3.2750) [0.5009, 0.7497, 0.2503]\nPeriodicSite: Cd (6.6320, 9.9071, 9.8672) [0.5068, 0.7570, 0.7540]\nPeriodicSite: Cd (3.2653, 0.0064, 3.2576) [0.2495, 0.0005, 0.2489]\nPeriodicSite: Cd (3.2805, 0.0234, 9.8063) [0.2507, 0.0018, 0.7493]\nPeriodicSite: Cd (3.2196, 6.6319, 3.1796) [0.2460, 0.5068, 0.2430]\nPeriodicSite: Cd (3.2146, 6.5377, 9.8723) [0.2456, 0.4996, 0.7544]\nPeriodicSite: Cd (9.8316, 13.0812, 3.2551) [0.7513, 0.9996, 0.2487]\nPeriodicSite: Cd (9.8292, 0.0065, 9.8215) [0.7511, 0.0005, 0.7505]\nPeriodicSite: Cd (9.8118, 6.5556, 3.2750) [0.7497, 0.5009, 0.2503]\nPeriodicSite: Cd (9.9072, 6.6320, 9.8672) [0.7570, 0.5068, 0.7540]\nPeriodicSite: Cd (3.2803, 3.2803, 13.0635) [0.2507, 0.2507, 0.9982]\nPeriodicSite: Cd (3.2145, 3.2145, 6.5489) [0.2456, 0.2456, 0.5004]\nPeriodicSite: Cd (3.2652, 9.8292, 13.0802) [0.2495, 0.7511, 0.9995]\nPeriodicSite: Cd (3.2196, 9.9071, 6.4549) [0.2460, 0.7570, 0.4932]\nPeriodicSite: Cd (9.8291, 3.2652, 13.0802) [0.7511, 0.2495, 0.9995]\nPeriodicSite: Cd (9.9071, 3.2196, 6.4550) [0.7570, 0.2460, 0.4932]\nPeriodicSite: Cd (9.8317, 9.8317, 0.0058) [0.7513, 0.7513, 0.0004]\nPeriodicSite: Cd (9.8119, 9.8119, 6.5311) [0.7498, 0.7498, 0.4991]\nPeriodicSite: Te (6.2180, 6.2180, 6.8687) [0.4751, 0.4751, 0.5249]\nPeriodicSite: Te (1.6074, 1.6074, 4.8973) [0.1228, 0.1228, 0.3742]\nPeriodicSite: Te (1.6440, 1.6440, 11.4427) [0.1256, 0.1256, 0.8744]\nPeriodicSite: Te (1.6292, 8.1905, 4.8963) [0.1245, 0.6259, 0.3741]\nPeriodicSite: Te (1.6075, 8.1893, 11.4792) [0.1228, 0.6258, 0.8772]\nPeriodicSite: Te (8.1904, 1.6293, 4.8963) [0.6259, 0.1245, 0.3741]\nPeriodicSite: Te (8.1893, 1.6075, 11.4793) [0.6258, 0.1228, 0.8772]\nPeriodicSite: Te (8.1610, 8.1610, 4.9258) [0.6236, 0.6236, 0.3764]\nPeriodicSite: Te (8.1905, 8.1905, 11.4577) [0.6259, 0.6259, 0.8755]\nPeriodicSite: Te (1.6400, 4.8987, 1.6220) [0.1253, 0.3743, 0.1239]\nPeriodicSite: Te (1.6535, 4.9198, 8.1669) [0.1263, 0.3759, 0.6241]\nPeriodicSite: Te (1.6371, 11.4585, 1.6282) [0.1251, 0.8756, 0.1244]\nPeriodicSite: Te (1.6401, 11.4648, 8.1880) [0.1253, 0.8761, 0.6257]\nPeriodicSite: Te (8.2039, 4.9281, 1.6098) [0.6269, 0.3766, 0.1230]\nPeriodicSite: Te (8.3257, 4.8034, 8.2836) [0.6362, 0.3670, 0.6330]\nPeriodicSite: Te (8.1851, 11.4441, 1.6427) [0.6255, 0.8745, 0.1255]\nPeriodicSite: Te (8.2039, 11.4770, 8.1586) [0.6269, 0.8770, 0.6234]\nPeriodicSite: Te (4.8987, 1.6400, 1.6220) [0.3743, 0.1253, 0.1239]\nPeriodicSite: Te (4.9199, 1.6535, 8.1669) [0.3759, 0.1263, 0.6241]\nPeriodicSite: Te (4.9281, 8.2040, 1.6098) [0.3766, 0.6269, 0.1230]\nPeriodicSite: Te (4.8034, 8.3256, 8.2835) [0.3670, 0.6362, 0.6330]\nPeriodicSite: Te (11.4585, 1.6371, 1.6282) [0.8756, 0.1251, 0.1244]\nPeriodicSite: Te (11.4648, 1.6401, 8.1880) [0.8761, 0.1253, 0.6257]\nPeriodicSite: Te (11.4441, 8.1851, 1.6427) [0.8745, 0.6254, 0.1255]\nPeriodicSite: Te (11.4770, 8.2040, 8.1586) [0.8770, 0.6269, 0.6234]\nPeriodicSite: Te (4.8032, 4.8033, 4.7609) [0.3670, 0.3670, 0.3638]\nPeriodicSite: Te (4.9198, 4.9198, 11.4335) [0.3759, 0.3759, 0.8737]\nPeriodicSite: Te (4.9282, 11.4769, 4.8829) [0.3766, 0.8770, 0.3731]\nPeriodicSite: Te (4.8987, 11.4647, 11.4466) [0.3743, 0.8761, 0.8747]\nPeriodicSite: Te (11.4769, 4.9281, 4.8829) [0.8770, 0.3766, 0.3731]\nPeriodicSite: Te (11.4647, 4.8987, 11.4466) [0.8761, 0.3743, 0.8747]\nPeriodicSite: Te (11.4441, 11.4441, 4.9015) [0.8745, 0.8745, 0.3745]\nPeriodicSite: Te (11.4586, 11.4586, 11.4497) [0.8756, 0.8756, 0.8749]" - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.parameters[\"initial_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 10, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 13.086768 13.086768 13.086768\n angles : 90.0 90.0 90.0\n volume : 2241.2856479961474\n A : 13.086768 0.0 0.0\n B : 0.0 13.086768 0.0\n C : 0.0 0.0 13.086768\n pbc : True True True\nPeriodicSite: Cd (0.0000, 0.0000, 0.0000) [0.0000, 0.0000, 0.0000]\nPeriodicSite: Cd (0.0000, 0.0000, 6.5434) [0.0000, 0.0000, 0.5000]\nPeriodicSite: Cd (0.0000, 6.5434, 0.0000) [0.0000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 6.5434, 6.5434) [0.0000, 0.5000, 0.5000]\nPeriodicSite: Cd (6.5434, 0.0000, 0.0000) [0.5000, 0.0000, 0.0000]\nPeriodicSite: Cd (6.5434, 0.0000, 6.5434) [0.5000, 0.0000, 0.5000]\nPeriodicSite: Cd (6.5434, 6.5434, 0.0000) [0.5000, 0.5000, 0.0000]\nPeriodicSite: Cd (0.0000, 3.2717, 3.2717) [0.0000, 0.2500, 0.2500]\nPeriodicSite: Cd (0.0000, 3.2717, 9.8151) [0.0000, 0.2500, 0.7500]\nPeriodicSite: Cd (0.0000, 9.8151, 3.2717) [0.0000, 0.7500, 0.2500]\nPeriodicSite: Cd (0.0000, 9.8151, 9.8151) [0.0000, 0.7500, 0.7500]\nPeriodicSite: Cd (6.5434, 3.2717, 3.2717) [0.5000, 0.2500, 0.2500]\nPeriodicSite: Cd (6.5434, 3.2717, 9.8151) [0.5000, 0.2500, 0.7500]\nPeriodicSite: Cd (6.5434, 9.8151, 3.2717) [0.5000, 0.7500, 0.2500]\nPeriodicSite: Cd (6.5434, 9.8151, 9.8151) [0.5000, 0.7500, 0.7500]\nPeriodicSite: Cd (3.2717, 0.0000, 3.2717) [0.2500, 0.0000, 0.2500]\nPeriodicSite: Cd (3.2717, 0.0000, 9.8151) [0.2500, 0.0000, 0.7500]\nPeriodicSite: Cd (3.2717, 6.5434, 3.2717) [0.2500, 0.5000, 0.2500]\nPeriodicSite: Cd (3.2717, 6.5434, 9.8151) [0.2500, 0.5000, 0.7500]\nPeriodicSite: Cd (9.8151, 0.0000, 3.2717) [0.7500, 0.0000, 0.2500]\nPeriodicSite: Cd (9.8151, 0.0000, 9.8151) [0.7500, 0.0000, 0.7500]\nPeriodicSite: Cd (9.8151, 6.5434, 3.2717) [0.7500, 0.5000, 0.2500]\nPeriodicSite: Cd (9.8151, 6.5434, 9.8151) [0.7500, 0.5000, 0.7500]\nPeriodicSite: Cd (3.2717, 3.2717, 0.0000) [0.2500, 0.2500, 0.0000]\nPeriodicSite: Cd (3.2717, 3.2717, 6.5434) [0.2500, 0.2500, 0.5000]\nPeriodicSite: Cd (3.2717, 9.8151, 0.0000) [0.2500, 0.7500, 0.0000]\nPeriodicSite: Cd (3.2717, 9.8151, 6.5434) [0.2500, 0.7500, 0.5000]\nPeriodicSite: Cd (9.8151, 3.2717, 0.0000) [0.7500, 0.2500, 0.0000]\nPeriodicSite: Cd (9.8151, 3.2717, 6.5434) [0.7500, 0.2500, 0.5000]\nPeriodicSite: Cd (9.8151, 9.8151, 0.0000) [0.7500, 0.7500, 0.0000]\nPeriodicSite: Cd (9.8151, 9.8151, 6.5434) [0.7500, 0.7500, 0.5000]\nPeriodicSite: Te (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000]\nPeriodicSite: Te (1.6358, 1.6358, 4.9075) [0.1250, 0.1250, 0.3750]\nPeriodicSite: Te (1.6358, 1.6358, 11.4509) [0.1250, 0.1250, 0.8750]\nPeriodicSite: Te (1.6358, 8.1792, 4.9075) [0.1250, 0.6250, 0.3750]\nPeriodicSite: Te (1.6358, 8.1792, 11.4509) [0.1250, 0.6250, 0.8750]\nPeriodicSite: Te (8.1792, 1.6358, 4.9075) [0.6250, 0.1250, 0.3750]\nPeriodicSite: Te (8.1792, 1.6358, 11.4509) [0.6250, 0.1250, 0.8750]\nPeriodicSite: Te (8.1792, 8.1792, 4.9075) [0.6250, 0.6250, 0.3750]\nPeriodicSite: Te (8.1792, 8.1792, 11.4509) [0.6250, 0.6250, 0.8750]\nPeriodicSite: Te (1.6358, 4.9075, 1.6358) [0.1250, 0.3750, 0.1250]\nPeriodicSite: Te (1.6358, 4.9075, 8.1792) [0.1250, 0.3750, 0.6250]\nPeriodicSite: Te (1.6358, 11.4509, 1.6358) [0.1250, 0.8750, 0.1250]\nPeriodicSite: Te (1.6358, 11.4509, 8.1792) [0.1250, 0.8750, 0.6250]\nPeriodicSite: Te (8.1792, 4.9075, 1.6358) [0.6250, 0.3750, 0.1250]\nPeriodicSite: Te (8.1792, 4.9075, 8.1792) [0.6250, 0.3750, 0.6250]\nPeriodicSite: Te (8.1792, 11.4509, 1.6358) [0.6250, 0.8750, 0.1250]\nPeriodicSite: Te (8.1792, 11.4509, 8.1792) [0.6250, 0.8750, 0.6250]\nPeriodicSite: Te (4.9075, 1.6358, 1.6358) [0.3750, 0.1250, 0.1250]\nPeriodicSite: Te (4.9075, 1.6358, 8.1792) [0.3750, 0.1250, 0.6250]\nPeriodicSite: Te (4.9075, 8.1792, 1.6358) [0.3750, 0.6250, 0.1250]\nPeriodicSite: Te (4.9075, 8.1792, 8.1792) [0.3750, 0.6250, 0.6250]\nPeriodicSite: Te (11.4509, 1.6358, 1.6358) [0.8750, 0.1250, 0.1250]\nPeriodicSite: Te (11.4509, 1.6358, 8.1792) [0.8750, 0.1250, 0.6250]\nPeriodicSite: Te (11.4509, 8.1792, 1.6358) [0.8750, 0.6250, 0.1250]\nPeriodicSite: Te (11.4509, 8.1792, 8.1792) [0.8750, 0.6250, 0.6250]\nPeriodicSite: Te (4.9075, 4.9075, 4.9075) [0.3750, 0.3750, 0.3750]\nPeriodicSite: Te (4.9075, 4.9075, 11.4509) [0.3750, 0.3750, 0.8750]\nPeriodicSite: Te (4.9075, 11.4509, 4.9075) [0.3750, 0.8750, 0.3750]\nPeriodicSite: Te (4.9075, 11.4509, 11.4509) [0.3750, 0.8750, 0.8750]\nPeriodicSite: Te (11.4509, 4.9075, 4.9075) [0.8750, 0.3750, 0.3750]\nPeriodicSite: Te (11.4509, 4.9075, 11.4509) [0.8750, 0.3750, 0.8750]\nPeriodicSite: Te (11.4509, 11.4509, 4.9075) [0.8750, 0.8750, 0.3750]\nPeriodicSite: Te (11.4509, 11.4509, 11.4509) [0.8750, 0.8750, 0.8750]" - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.parameters[\"unrelaxed_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 13, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.240 eV\n" - ] - }, - { - "data": { - "text/plain": "0.24005014473002428" - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(te_cd_1_ent, epsilon=dielectric, title=\"kmg\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## YTOS Fluorine Interstitial" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 14, - "outputs": [], - "source": [ - "ytos_dielectric = [[40.71948719643814, -9.282128210266565e-14, 1.26076160303219e-14], [-9.301652644020242e-14, 40.71948719776858, 4.149879443489052e-14], [5.311743673463141e-15, 2.041077680836527e-14, 25.237620491130023]]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 13, - "outputs": [], - "source": [ - "for i in os.listdir(\"../examples\"):\n", - " if \"YTOS\" in i:\n", - " defect_file_path = f\"../examples/{i}/Int_F_-1/\"\n", - " defect_charge = -1\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=f\"../examples/{i}/Bulk/\",\n", - " dielectric=ytos_dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " sdp.kumagai_loader()\n", - " int_f_minus1_ent = sdp.defect_entry" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 15, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.016 eV\n" - ] - }, - { - "data": { - "text/plain": "0.0155169495708003" - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(int_f_minus1_ent, epsilon=ytos_dielectric, title=\"kmg\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 16, - "outputs": [ - { - "data": { - "text/plain": "PeriodicSite: F (11.2707, 11.2707, 11.0697) [1.0000, 1.0000, 0.4847]" - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int_f_minus1_ent.site" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 17, - "outputs": [ - { - "data": { - "text/plain": "PeriodicSite: F (11.2707, 11.2707, 11.0697) [1.0000, 1.0000, 0.4847]" - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int_f_minus1_ent.defect.site" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 18, - "outputs": [ - { - "data": { - "text/plain": "array([1.00000002, 1.00000003, 0.48467803])" - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int_f_minus1_ent.parameters[\"defect_frac_sc_coords\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 19, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 11.270724 11.270724 22.839319\n angles : 90.0 90.0 90.0\n volume : 2901.2608661201107\n A : 11.270724 0.0 0.0\n B : 0.0 11.270724 0.0\n C : 0.0 0.0 22.839319\n pbc : True True True\nPeriodicSite: Y (1.8785, 1.8785, 3.7940) [0.1667, 0.1667, 0.1661]\nPeriodicSite: Y (1.8785, 5.6354, 3.7940) [0.1667, 0.5000, 0.1661]\nPeriodicSite: Y (1.8785, 9.3923, 3.7940) [0.1667, 0.8333, 0.1661]\nPeriodicSite: Y (5.6354, 1.8785, 3.7940) [0.5000, 0.1667, 0.1661]\nPeriodicSite: Y (5.6354, 5.6354, 3.7940) [0.5000, 0.5000, 0.1661]\nPeriodicSite: Y (5.6354, 9.3923, 3.7940) [0.5000, 0.8333, 0.1661]\nPeriodicSite: Y (9.3923, 1.8785, 3.7940) [0.8333, 0.1667, 0.1661]\nPeriodicSite: Y (9.3923, 5.6354, 3.7940) [0.8333, 0.5000, 0.1661]\nPeriodicSite: Y (9.3923, 9.3923, 3.7940) [0.8333, 0.8333, 0.1661]\nPeriodicSite: Y (0.0000, 11.2707, 7.6257) [0.0000, 1.0000, 0.3339]\nPeriodicSite: Y (0.0000, 3.7569, 7.6257) [0.0000, 0.3333, 0.3339]\nPeriodicSite: Y (0.0000, 7.5138, 7.6257) [0.0000, 0.6667, 0.3339]\nPeriodicSite: Y (3.7569, 0.0000, 7.6257) [0.3333, 0.0000, 0.3339]\nPeriodicSite: Y (3.7569, 3.7569, 7.6257) [0.3333, 0.3333, 0.3339]\nPeriodicSite: Y (3.7569, 7.5138, 7.6257) [0.3333, 0.6667, 0.3339]\nPeriodicSite: Y (7.5138, 11.2707, 7.6257) [0.6667, 1.0000, 0.3339]\nPeriodicSite: Y (7.5138, 3.7569, 7.6257) [0.6667, 0.3333, 0.3339]\nPeriodicSite: Y (7.5138, 7.5138, 7.6257) [0.6667, 0.6667, 0.3339]\nPeriodicSite: Y (0.0000, 11.2707, 15.2136) [0.0000, 1.0000, 0.6661]\nPeriodicSite: Y (11.2707, 3.7569, 15.2136) [1.0000, 0.3333, 0.6661]\nPeriodicSite: Y (11.2707, 7.5138, 15.2136) [1.0000, 0.6667, 0.6661]\nPeriodicSite: Y (3.7569, 11.2707, 15.2136) [0.3333, 1.0000, 0.6661]\nPeriodicSite: Y (3.7569, 3.7569, 15.2136) [0.3333, 0.3333, 0.6661]\nPeriodicSite: Y (3.7569, 7.5138, 15.2136) [0.3333, 0.6667, 0.6661]\nPeriodicSite: Y (7.5138, 11.2707, 15.2136) [0.6667, 1.0000, 0.6661]\nPeriodicSite: Y (7.5138, 3.7569, 15.2136) [0.6667, 0.3333, 0.6661]\nPeriodicSite: Y (7.5138, 7.5138, 15.2136) [0.6667, 0.6667, 0.6661]\nPeriodicSite: Y (1.8785, 1.8785, 19.0454) [0.1667, 0.1667, 0.8339]\nPeriodicSite: Y (1.8785, 5.6354, 19.0454) [0.1667, 0.5000, 0.8339]\nPeriodicSite: Y (1.8785, 9.3923, 19.0454) [0.1667, 0.8333, 0.8339]\nPeriodicSite: Y (5.6354, 1.8785, 19.0454) [0.5000, 0.1667, 0.8339]\nPeriodicSite: Y (5.6354, 5.6354, 19.0454) [0.5000, 0.5000, 0.8339]\nPeriodicSite: Y (5.6354, 9.3923, 19.0454) [0.5000, 0.8333, 0.8339]\nPeriodicSite: Y (9.3923, 1.8785, 19.0454) [0.8333, 0.1667, 0.8339]\nPeriodicSite: Y (9.3923, 5.6354, 19.0454) [0.8333, 0.5000, 0.8339]\nPeriodicSite: Y (9.3923, 9.3923, 19.0454) [0.8333, 0.8333, 0.8339]\nPeriodicSite: Ti (1.8785, 1.8785, 9.6277) [0.1667, 0.1667, 0.4215]\nPeriodicSite: Ti (1.8785, 5.6354, 9.6277) [0.1667, 0.5000, 0.4215]\nPeriodicSite: Ti (1.8785, 9.3923, 9.6277) [0.1667, 0.8333, 0.4215]\nPeriodicSite: Ti (5.6354, 1.8785, 9.6277) [0.5000, 0.1667, 0.4215]\nPeriodicSite: Ti (5.6354, 5.6354, 9.6277) [0.5000, 0.5000, 0.4215]\nPeriodicSite: Ti (5.6354, 9.3923, 9.6277) [0.5000, 0.8333, 0.4215]\nPeriodicSite: Ti (9.3923, 1.8785, 9.6277) [0.8333, 0.1667, 0.4215]\nPeriodicSite: Ti (9.3923, 5.6354, 9.6277) [0.8333, 0.5000, 0.4215]\nPeriodicSite: Ti (9.3923, 9.3923, 9.6277) [0.8333, 0.8333, 0.4215]\nPeriodicSite: Ti (11.2707, 0.0000, 1.7919) [1.0000, 0.0000, 0.0785]\nPeriodicSite: Ti (11.2707, 3.7569, 1.7919) [1.0000, 0.3333, 0.0785]\nPeriodicSite: Ti (11.2707, 7.5138, 1.7919) [1.0000, 0.6667, 0.0785]\nPeriodicSite: Ti (3.7569, 11.2707, 1.7919) [0.3333, 1.0000, 0.0785]\nPeriodicSite: Ti (3.7569, 3.7569, 1.7919) [0.3333, 0.3333, 0.0785]\nPeriodicSite: Ti (3.7569, 7.5138, 1.7919) [0.3333, 0.6667, 0.0785]\nPeriodicSite: Ti (7.5138, 11.2707, 1.7919) [0.6667, 1.0000, 0.0785]\nPeriodicSite: Ti (7.5138, 3.7569, 1.7919) [0.6667, 0.3333, 0.0785]\nPeriodicSite: Ti (7.5138, 7.5138, 1.7919) [0.6667, 0.6667, 0.0785]\nPeriodicSite: Ti (11.2707, 0.0000, 21.0474) [1.0000, 0.0000, 0.9215]\nPeriodicSite: Ti (11.2707, 3.7569, 21.0474) [1.0000, 0.3333, 0.9215]\nPeriodicSite: Ti (11.2707, 7.5138, 21.0474) [1.0000, 0.6667, 0.9215]\nPeriodicSite: Ti (3.7569, 11.2707, 21.0474) [0.3333, 1.0000, 0.9215]\nPeriodicSite: Ti (3.7569, 3.7569, 21.0474) [0.3333, 0.3333, 0.9215]\nPeriodicSite: Ti (3.7569, 7.5138, 21.0474) [0.3333, 0.6667, 0.9215]\nPeriodicSite: Ti (7.5138, 11.2707, 21.0474) [0.6667, 1.0000, 0.9215]\nPeriodicSite: Ti (7.5138, 3.7569, 21.0474) [0.6667, 0.3333, 0.9215]\nPeriodicSite: Ti (7.5138, 7.5138, 21.0474) [0.6667, 0.6667, 0.9215]\nPeriodicSite: Ti (1.8785, 1.8785, 13.2116) [0.1667, 0.1667, 0.5785]\nPeriodicSite: Ti (1.8785, 5.6354, 13.2116) [0.1667, 0.5000, 0.5785]\nPeriodicSite: Ti (1.8785, 9.3923, 13.2116) [0.1667, 0.8333, 0.5785]\nPeriodicSite: Ti (5.6354, 1.8785, 13.2116) [0.5000, 0.1667, 0.5785]\nPeriodicSite: Ti (5.6354, 5.6354, 13.2116) [0.5000, 0.5000, 0.5785]\nPeriodicSite: Ti (5.6354, 9.3923, 13.2116) [0.5000, 0.8333, 0.5785]\nPeriodicSite: Ti (9.3923, 1.8785, 13.2116) [0.8333, 0.1667, 0.5785]\nPeriodicSite: Ti (9.3923, 5.6354, 13.2116) [0.8333, 0.5000, 0.5785]\nPeriodicSite: Ti (9.3923, 9.3923, 13.2116) [0.8333, 0.8333, 0.5785]\nPeriodicSite: S (1.8785, 1.8785, 6.7424) [0.1667, 0.1667, 0.2952]\nPeriodicSite: S (1.8785, 5.6354, 6.7424) [0.1667, 0.5000, 0.2952]\nPeriodicSite: S (1.8785, 9.3923, 6.7424) [0.1667, 0.8333, 0.2952]\nPeriodicSite: S (5.6354, 1.8785, 6.7424) [0.5000, 0.1667, 0.2952]\nPeriodicSite: S (5.6354, 5.6354, 6.7424) [0.5000, 0.5000, 0.2952]\nPeriodicSite: S (5.6354, 9.3923, 6.7424) [0.5000, 0.8333, 0.2952]\nPeriodicSite: S (9.3923, 1.8785, 6.7424) [0.8333, 0.1667, 0.2952]\nPeriodicSite: S (9.3923, 5.6354, 6.7424) [0.8333, 0.5000, 0.2952]\nPeriodicSite: S (9.3923, 9.3923, 6.7424) [0.8333, 0.8333, 0.2952]\nPeriodicSite: S (11.2707, 0.0000, 4.6773) [1.0000, 0.0000, 0.2048]\nPeriodicSite: S (0.0000, 3.7569, 4.6773) [0.0000, 0.3333, 0.2048]\nPeriodicSite: S (11.2707, 7.5138, 4.6773) [1.0000, 0.6667, 0.2048]\nPeriodicSite: S (3.7569, 0.0000, 4.6773) [0.3333, 0.0000, 0.2048]\nPeriodicSite: S (3.7569, 3.7569, 4.6773) [0.3333, 0.3333, 0.2048]\nPeriodicSite: S (3.7569, 7.5138, 4.6773) [0.3333, 0.6667, 0.2048]\nPeriodicSite: S (7.5138, 11.2707, 4.6773) [0.6667, 1.0000, 0.2048]\nPeriodicSite: S (7.5138, 3.7569, 4.6773) [0.6667, 0.3333, 0.2048]\nPeriodicSite: S (7.5138, 7.5138, 4.6773) [0.6667, 0.6667, 0.2048]\nPeriodicSite: S (0.0000, 11.2707, 18.1620) [0.0000, 1.0000, 0.7952]\nPeriodicSite: S (0.0000, 3.7569, 18.1620) [0.0000, 0.3333, 0.7952]\nPeriodicSite: S (0.0000, 7.5138, 18.1620) [0.0000, 0.6667, 0.7952]\nPeriodicSite: S (3.7569, 0.0000, 18.1620) [0.3333, 0.0000, 0.7952]\nPeriodicSite: S (3.7569, 3.7569, 18.1620) [0.3333, 0.3333, 0.7952]\nPeriodicSite: S (3.7569, 7.5138, 18.1620) [0.3333, 0.6667, 0.7952]\nPeriodicSite: S (7.5138, 11.2707, 18.1620) [0.6667, 1.0000, 0.7952]\nPeriodicSite: S (7.5138, 3.7569, 18.1620) [0.6667, 0.3333, 0.7952]\nPeriodicSite: S (7.5138, 7.5138, 18.1620) [0.6667, 0.6667, 0.7952]\nPeriodicSite: S (1.8785, 1.8785, 16.0970) [0.1667, 0.1667, 0.7048]\nPeriodicSite: S (1.8785, 5.6354, 16.0970) [0.1667, 0.5000, 0.7048]\nPeriodicSite: S (1.8785, 9.3923, 16.0970) [0.1667, 0.8333, 0.7048]\nPeriodicSite: S (5.6354, 1.8785, 16.0970) [0.5000, 0.1667, 0.7048]\nPeriodicSite: S (5.6354, 5.6354, 16.0969) [0.5000, 0.5000, 0.7048]\nPeriodicSite: S (5.6354, 9.3923, 16.0970) [0.5000, 0.8333, 0.7048]\nPeriodicSite: S (9.3923, 1.8785, 16.0970) [0.8333, 0.1667, 0.7048]\nPeriodicSite: S (9.3923, 5.6354, 16.0970) [0.8333, 0.5000, 0.7048]\nPeriodicSite: S (9.3923, 9.3923, 16.0970) [0.8333, 0.8333, 0.7048]\nPeriodicSite: O (11.2707, 11.2707, 0.0000) [1.0000, 1.0000, 0.0000]\nPeriodicSite: O (11.2707, 3.7569, 0.0000) [1.0000, 0.3333, 0.0000]\nPeriodicSite: O (0.0000, 7.5138, 22.8393) [0.0000, 0.6667, 1.0000]\nPeriodicSite: O (3.7569, 0.0000, 0.0000) [0.3333, 0.0000, 0.0000]\nPeriodicSite: O (3.7569, 3.7569, 0.0000) [0.3333, 0.3333, 0.0000]\nPeriodicSite: O (3.7569, 7.5138, 0.0000) [0.3333, 0.6667, 0.0000]\nPeriodicSite: O (7.5138, 0.0000, 22.8393) [0.6667, 0.0000, 1.0000]\nPeriodicSite: O (7.5138, 3.7569, 22.8393) [0.6667, 0.3333, 1.0000]\nPeriodicSite: O (7.5138, 7.5138, 0.0000) [0.6667, 0.6667, 0.0000]\nPeriodicSite: O (0.0000, 1.8785, 9.1589) [0.0000, 0.1667, 0.4010]\nPeriodicSite: O (0.0000, 5.6354, 9.1589) [0.0000, 0.5000, 0.4010]\nPeriodicSite: O (0.0000, 9.3923, 9.1589) [0.0000, 0.8333, 0.4010]\nPeriodicSite: O (3.7569, 1.8785, 9.1589) [0.3333, 0.1667, 0.4010]\nPeriodicSite: O (3.7569, 5.6354, 9.1589) [0.3333, 0.5000, 0.4010]\nPeriodicSite: O (3.7569, 9.3923, 9.1589) [0.3333, 0.8333, 0.4010]\nPeriodicSite: O (7.5138, 1.8785, 9.1589) [0.6667, 0.1667, 0.4010]\nPeriodicSite: O (7.5138, 5.6354, 9.1589) [0.6667, 0.5000, 0.4010]\nPeriodicSite: O (7.5138, 9.3923, 9.1589) [0.6667, 0.8333, 0.4010]\nPeriodicSite: O (11.2707, 1.8785, 2.2607) [1.0000, 0.1667, 0.0990]\nPeriodicSite: O (11.2707, 5.6354, 2.2607) [1.0000, 0.5000, 0.0990]\nPeriodicSite: O (0.0000, 9.3923, 2.2607) [0.0000, 0.8333, 0.0990]\nPeriodicSite: O (3.7569, 1.8785, 2.2607) [0.3333, 0.1667, 0.0990]\nPeriodicSite: O (3.7569, 5.6354, 2.2607) [0.3333, 0.5000, 0.0990]\nPeriodicSite: O (3.7569, 9.3923, 2.2607) [0.3333, 0.8333, 0.0990]\nPeriodicSite: O (7.5138, 1.8785, 2.2607) [0.6667, 0.1667, 0.0990]\nPeriodicSite: O (7.5138, 5.6354, 2.2607) [0.6667, 0.5000, 0.0990]\nPeriodicSite: O (7.5138, 9.3923, 2.2607) [0.6667, 0.8333, 0.0990]\nPeriodicSite: O (1.8785, 11.2707, 9.1589) [0.1667, 1.0000, 0.4010]\nPeriodicSite: O (1.8785, 3.7569, 9.1589) [0.1667, 0.3333, 0.4010]\nPeriodicSite: O (1.8785, 7.5138, 9.1589) [0.1667, 0.6667, 0.4010]\nPeriodicSite: O (5.6354, 11.2707, 9.1589) [0.5000, 1.0000, 0.4010]\nPeriodicSite: O (5.6354, 3.7569, 9.1589) [0.5000, 0.3333, 0.4010]\nPeriodicSite: O (5.6354, 7.5138, 9.1589) [0.5000, 0.6667, 0.4010]\nPeriodicSite: O (9.3923, 0.0000, 9.1589) [0.8333, 0.0000, 0.4010]\nPeriodicSite: O (9.3923, 3.7569, 9.1589) [0.8333, 0.3333, 0.4010]\nPeriodicSite: O (9.3923, 7.5138, 9.1589) [0.8333, 0.6667, 0.4010]\nPeriodicSite: O (1.8785, 11.2707, 2.2607) [0.1667, 1.0000, 0.0990]\nPeriodicSite: O (1.8785, 3.7569, 2.2607) [0.1667, 0.3333, 0.0990]\nPeriodicSite: O (1.8785, 7.5138, 2.2607) [0.1667, 0.6667, 0.0990]\nPeriodicSite: O (5.6354, 11.2707, 2.2607) [0.5000, 1.0000, 0.0990]\nPeriodicSite: O (5.6354, 3.7569, 2.2607) [0.5000, 0.3333, 0.0990]\nPeriodicSite: O (5.6354, 7.5138, 2.2607) [0.5000, 0.6667, 0.0990]\nPeriodicSite: O (9.3923, 0.0000, 2.2607) [0.8333, 0.0000, 0.0990]\nPeriodicSite: O (9.3923, 3.7569, 2.2607) [0.8333, 0.3333, 0.0990]\nPeriodicSite: O (9.3923, 7.5138, 2.2607) [0.8333, 0.6667, 0.0990]\nPeriodicSite: O (1.8785, 1.8785, 11.4197) [0.1667, 0.1667, 0.5000]\nPeriodicSite: O (1.8785, 5.6354, 11.4197) [0.1667, 0.5000, 0.5000]\nPeriodicSite: O (1.8785, 9.3923, 11.4197) [0.1667, 0.8333, 0.5000]\nPeriodicSite: O (5.6354, 1.8785, 11.4197) [0.5000, 0.1667, 0.5000]\nPeriodicSite: O (5.6354, 5.6354, 11.4197) [0.5000, 0.5000, 0.5000]\nPeriodicSite: O (5.6354, 9.3923, 11.4197) [0.5000, 0.8333, 0.5000]\nPeriodicSite: O (9.3923, 1.8785, 11.4197) [0.8333, 0.1667, 0.5000]\nPeriodicSite: O (9.3923, 5.6354, 11.4197) [0.8333, 0.5000, 0.5000]\nPeriodicSite: O (9.3923, 9.3923, 11.4197) [0.8333, 0.8333, 0.5000]\nPeriodicSite: O (1.8785, 0.0000, 20.5786) [0.1667, 0.0000, 0.9010]\nPeriodicSite: O (1.8785, 3.7569, 20.5786) [0.1667, 0.3333, 0.9010]\nPeriodicSite: O (1.8785, 7.5138, 20.5786) [0.1667, 0.6667, 0.9010]\nPeriodicSite: O (5.6354, 11.2707, 20.5786) [0.5000, 1.0000, 0.9010]\nPeriodicSite: O (5.6354, 3.7569, 20.5786) [0.5000, 0.3333, 0.9010]\nPeriodicSite: O (5.6354, 7.5138, 20.5786) [0.5000, 0.6667, 0.9010]\nPeriodicSite: O (9.3923, 0.0000, 20.5786) [0.8333, 0.0000, 0.9010]\nPeriodicSite: O (9.3923, 3.7569, 20.5786) [0.8333, 0.3333, 0.9010]\nPeriodicSite: O (9.3923, 7.5138, 20.5786) [0.8333, 0.6667, 0.9010]\nPeriodicSite: O (1.8785, 11.2707, 13.6804) [0.1667, 1.0000, 0.5990]\nPeriodicSite: O (1.8785, 3.7569, 13.6804) [0.1667, 0.3333, 0.5990]\nPeriodicSite: O (1.8785, 7.5138, 13.6804) [0.1667, 0.6667, 0.5990]\nPeriodicSite: O (5.6354, 11.2707, 13.6804) [0.5000, 1.0000, 0.5990]\nPeriodicSite: O (5.6354, 3.7569, 13.6804) [0.5000, 0.3333, 0.5990]\nPeriodicSite: O (5.6354, 7.5138, 13.6804) [0.5000, 0.6667, 0.5990]\nPeriodicSite: O (9.3923, 0.0000, 13.6804) [0.8333, 0.0000, 0.5990]\nPeriodicSite: O (9.3923, 3.7569, 13.6804) [0.8333, 0.3333, 0.5990]\nPeriodicSite: O (9.3923, 7.5138, 13.6804) [0.8333, 0.6667, 0.5990]\nPeriodicSite: O (11.2707, 1.8785, 20.5786) [1.0000, 0.1667, 0.9010]\nPeriodicSite: O (11.2707, 5.6354, 20.5786) [1.0000, 0.5000, 0.9010]\nPeriodicSite: O (11.2707, 9.3923, 20.5786) [1.0000, 0.8333, 0.9010]\nPeriodicSite: O (3.7569, 1.8785, 20.5786) [0.3333, 0.1667, 0.9010]\nPeriodicSite: O (3.7569, 5.6354, 20.5786) [0.3333, 0.5000, 0.9010]\nPeriodicSite: O (3.7569, 9.3923, 20.5786) [0.3333, 0.8333, 0.9010]\nPeriodicSite: O (7.5138, 1.8785, 20.5786) [0.6667, 0.1667, 0.9010]\nPeriodicSite: O (7.5138, 5.6354, 20.5786) [0.6667, 0.5000, 0.9010]\nPeriodicSite: O (7.5138, 9.3923, 20.5786) [0.6667, 0.8333, 0.9010]\nPeriodicSite: O (11.2707, 1.8785, 13.6804) [1.0000, 0.1667, 0.5990]\nPeriodicSite: O (11.2707, 5.6354, 13.6804) [1.0000, 0.5000, 0.5990]\nPeriodicSite: O (0.0000, 9.3923, 13.6804) [0.0000, 0.8333, 0.5990]\nPeriodicSite: O (3.7569, 1.8785, 13.6804) [0.3333, 0.1667, 0.5990]\nPeriodicSite: O (3.7569, 5.6354, 13.6804) [0.3333, 0.5000, 0.5990]\nPeriodicSite: O (3.7569, 9.3923, 13.6804) [0.3333, 0.8333, 0.5990]\nPeriodicSite: O (7.5138, 1.8785, 13.6804) [0.6667, 0.1667, 0.5990]\nPeriodicSite: O (7.5138, 5.6354, 13.6804) [0.6667, 0.5000, 0.5990]\nPeriodicSite: O (7.5138, 9.3923, 13.6804) [0.6667, 0.8333, 0.5990]\nPeriodicSite: F (11.2707, 11.2707, 11.0697) [1.0000, 1.0000, 0.4847]" - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int_f_minus1_ent.parameters[\"initial_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 20, - "outputs": [ - { - "data": { - "text/plain": "Structure Summary\nLattice\n abc : 11.270724 11.270724 22.839319\n angles : 90.0 90.0 90.0\n volume : 2901.2608661201107\n A : 11.270724 0.0 0.0\n B : 0.0 11.270724 0.0\n C : 0.0 0.0 22.839319\n pbc : True True True\nPeriodicSite: Y (1.8785, 1.8785, 3.7940) [0.1667, 0.1667, 0.1661]\nPeriodicSite: Y (1.8785, 5.6354, 3.7940) [0.1667, 0.5000, 0.1661]\nPeriodicSite: Y (1.8785, 9.3923, 3.7940) [0.1667, 0.8333, 0.1661]\nPeriodicSite: Y (5.6354, 1.8785, 3.7940) [0.5000, 0.1667, 0.1661]\nPeriodicSite: Y (5.6354, 5.6354, 3.7940) [0.5000, 0.5000, 0.1661]\nPeriodicSite: Y (5.6354, 9.3923, 3.7940) [0.5000, 0.8333, 0.1661]\nPeriodicSite: Y (9.3923, 1.8785, 3.7940) [0.8333, 0.1667, 0.1661]\nPeriodicSite: Y (9.3923, 5.6354, 3.7940) [0.8333, 0.5000, 0.1661]\nPeriodicSite: Y (9.3923, 9.3923, 3.7940) [0.8333, 0.8333, 0.1661]\nPeriodicSite: Y (0.0000, 11.2707, 7.6257) [0.0000, 1.0000, 0.3339]\nPeriodicSite: Y (0.0000, 3.7569, 7.6257) [0.0000, 0.3333, 0.3339]\nPeriodicSite: Y (0.0000, 7.5138, 7.6257) [0.0000, 0.6667, 0.3339]\nPeriodicSite: Y (3.7569, 0.0000, 7.6257) [0.3333, 0.0000, 0.3339]\nPeriodicSite: Y (3.7569, 3.7569, 7.6257) [0.3333, 0.3333, 0.3339]\nPeriodicSite: Y (3.7569, 7.5138, 7.6257) [0.3333, 0.6667, 0.3339]\nPeriodicSite: Y (7.5138, 11.2707, 7.6257) [0.6667, 1.0000, 0.3339]\nPeriodicSite: Y (7.5138, 3.7569, 7.6257) [0.6667, 0.3333, 0.3339]\nPeriodicSite: Y (7.5138, 7.5138, 7.6257) [0.6667, 0.6667, 0.3339]\nPeriodicSite: Y (0.0000, 11.2707, 15.2136) [0.0000, 1.0000, 0.6661]\nPeriodicSite: Y (11.2707, 3.7569, 15.2136) [1.0000, 0.3333, 0.6661]\nPeriodicSite: Y (11.2707, 7.5138, 15.2136) [1.0000, 0.6667, 0.6661]\nPeriodicSite: Y (3.7569, 11.2707, 15.2136) [0.3333, 1.0000, 0.6661]\nPeriodicSite: Y (3.7569, 3.7569, 15.2136) [0.3333, 0.3333, 0.6661]\nPeriodicSite: Y (3.7569, 7.5138, 15.2136) [0.3333, 0.6667, 0.6661]\nPeriodicSite: Y (7.5138, 11.2707, 15.2136) [0.6667, 1.0000, 0.6661]\nPeriodicSite: Y (7.5138, 3.7569, 15.2136) [0.6667, 0.3333, 0.6661]\nPeriodicSite: Y (7.5138, 7.5138, 15.2136) [0.6667, 0.6667, 0.6661]\nPeriodicSite: Y (1.8785, 1.8785, 19.0454) [0.1667, 0.1667, 0.8339]\nPeriodicSite: Y (1.8785, 5.6354, 19.0454) [0.1667, 0.5000, 0.8339]\nPeriodicSite: Y (1.8785, 9.3923, 19.0454) [0.1667, 0.8333, 0.8339]\nPeriodicSite: Y (5.6354, 1.8785, 19.0454) [0.5000, 0.1667, 0.8339]\nPeriodicSite: Y (5.6354, 5.6354, 19.0454) [0.5000, 0.5000, 0.8339]\nPeriodicSite: Y (5.6354, 9.3923, 19.0454) [0.5000, 0.8333, 0.8339]\nPeriodicSite: Y (9.3923, 1.8785, 19.0454) [0.8333, 0.1667, 0.8339]\nPeriodicSite: Y (9.3923, 5.6354, 19.0454) [0.8333, 0.5000, 0.8339]\nPeriodicSite: Y (9.3923, 9.3923, 19.0454) [0.8333, 0.8333, 0.8339]\nPeriodicSite: Ti (1.8785, 1.8785, 9.6277) [0.1667, 0.1667, 0.4215]\nPeriodicSite: Ti (1.8785, 5.6354, 9.6277) [0.1667, 0.5000, 0.4215]\nPeriodicSite: Ti (1.8785, 9.3923, 9.6277) [0.1667, 0.8333, 0.4215]\nPeriodicSite: Ti (5.6354, 1.8785, 9.6277) [0.5000, 0.1667, 0.4215]\nPeriodicSite: Ti (5.6354, 5.6354, 9.6277) [0.5000, 0.5000, 0.4215]\nPeriodicSite: Ti (5.6354, 9.3923, 9.6277) [0.5000, 0.8333, 0.4215]\nPeriodicSite: Ti (9.3923, 1.8785, 9.6277) [0.8333, 0.1667, 0.4215]\nPeriodicSite: Ti (9.3923, 5.6354, 9.6277) [0.8333, 0.5000, 0.4215]\nPeriodicSite: Ti (9.3923, 9.3923, 9.6277) [0.8333, 0.8333, 0.4215]\nPeriodicSite: Ti (11.2707, 0.0000, 1.7919) [1.0000, 0.0000, 0.0785]\nPeriodicSite: Ti (11.2707, 3.7569, 1.7919) [1.0000, 0.3333, 0.0785]\nPeriodicSite: Ti (11.2707, 7.5138, 1.7919) [1.0000, 0.6667, 0.0785]\nPeriodicSite: Ti (3.7569, 11.2707, 1.7919) [0.3333, 1.0000, 0.0785]\nPeriodicSite: Ti (3.7569, 3.7569, 1.7919) [0.3333, 0.3333, 0.0785]\nPeriodicSite: Ti (3.7569, 7.5138, 1.7919) [0.3333, 0.6667, 0.0785]\nPeriodicSite: Ti (7.5138, 11.2707, 1.7919) [0.6667, 1.0000, 0.0785]\nPeriodicSite: Ti (7.5138, 3.7569, 1.7919) [0.6667, 0.3333, 0.0785]\nPeriodicSite: Ti (7.5138, 7.5138, 1.7919) [0.6667, 0.6667, 0.0785]\nPeriodicSite: Ti (11.2707, 0.0000, 21.0474) [1.0000, 0.0000, 0.9215]\nPeriodicSite: Ti (11.2707, 3.7569, 21.0474) [1.0000, 0.3333, 0.9215]\nPeriodicSite: Ti (11.2707, 7.5138, 21.0474) [1.0000, 0.6667, 0.9215]\nPeriodicSite: Ti (3.7569, 11.2707, 21.0474) [0.3333, 1.0000, 0.9215]\nPeriodicSite: Ti (3.7569, 3.7569, 21.0474) [0.3333, 0.3333, 0.9215]\nPeriodicSite: Ti (3.7569, 7.5138, 21.0474) [0.3333, 0.6667, 0.9215]\nPeriodicSite: Ti (7.5138, 11.2707, 21.0474) [0.6667, 1.0000, 0.9215]\nPeriodicSite: Ti (7.5138, 3.7569, 21.0474) [0.6667, 0.3333, 0.9215]\nPeriodicSite: Ti (7.5138, 7.5138, 21.0474) [0.6667, 0.6667, 0.9215]\nPeriodicSite: Ti (1.8785, 1.8785, 13.2116) [0.1667, 0.1667, 0.5785]\nPeriodicSite: Ti (1.8785, 5.6354, 13.2116) [0.1667, 0.5000, 0.5785]\nPeriodicSite: Ti (1.8785, 9.3923, 13.2116) [0.1667, 0.8333, 0.5785]\nPeriodicSite: Ti (5.6354, 1.8785, 13.2116) [0.5000, 0.1667, 0.5785]\nPeriodicSite: Ti (5.6354, 5.6354, 13.2116) [0.5000, 0.5000, 0.5785]\nPeriodicSite: Ti (5.6354, 9.3923, 13.2116) [0.5000, 0.8333, 0.5785]\nPeriodicSite: Ti (9.3923, 1.8785, 13.2116) [0.8333, 0.1667, 0.5785]\nPeriodicSite: Ti (9.3923, 5.6354, 13.2116) [0.8333, 0.5000, 0.5785]\nPeriodicSite: Ti (9.3923, 9.3923, 13.2116) [0.8333, 0.8333, 0.5785]\nPeriodicSite: S (1.8785, 1.8785, 6.7424) [0.1667, 0.1667, 0.2952]\nPeriodicSite: S (1.8785, 5.6354, 6.7424) [0.1667, 0.5000, 0.2952]\nPeriodicSite: S (1.8785, 9.3923, 6.7424) [0.1667, 0.8333, 0.2952]\nPeriodicSite: S (5.6354, 1.8785, 6.7424) [0.5000, 0.1667, 0.2952]\nPeriodicSite: S (5.6354, 5.6354, 6.7424) [0.5000, 0.5000, 0.2952]\nPeriodicSite: S (5.6354, 9.3923, 6.7424) [0.5000, 0.8333, 0.2952]\nPeriodicSite: S (9.3923, 1.8785, 6.7424) [0.8333, 0.1667, 0.2952]\nPeriodicSite: S (9.3923, 5.6354, 6.7424) [0.8333, 0.5000, 0.2952]\nPeriodicSite: S (9.3923, 9.3923, 6.7424) [0.8333, 0.8333, 0.2952]\nPeriodicSite: S (11.2707, 0.0000, 4.6773) [1.0000, 0.0000, 0.2048]\nPeriodicSite: S (0.0000, 3.7569, 4.6773) [0.0000, 0.3333, 0.2048]\nPeriodicSite: S (11.2707, 7.5138, 4.6773) [1.0000, 0.6667, 0.2048]\nPeriodicSite: S (3.7569, 0.0000, 4.6773) [0.3333, 0.0000, 0.2048]\nPeriodicSite: S (3.7569, 3.7569, 4.6773) [0.3333, 0.3333, 0.2048]\nPeriodicSite: S (3.7569, 7.5138, 4.6773) [0.3333, 0.6667, 0.2048]\nPeriodicSite: S (7.5138, 11.2707, 4.6773) [0.6667, 1.0000, 0.2048]\nPeriodicSite: S (7.5138, 3.7569, 4.6773) [0.6667, 0.3333, 0.2048]\nPeriodicSite: S (7.5138, 7.5138, 4.6773) [0.6667, 0.6667, 0.2048]\nPeriodicSite: S (0.0000, 11.2707, 18.1620) [0.0000, 1.0000, 0.7952]\nPeriodicSite: S (0.0000, 3.7569, 18.1620) [0.0000, 0.3333, 0.7952]\nPeriodicSite: S (0.0000, 7.5138, 18.1620) [0.0000, 0.6667, 0.7952]\nPeriodicSite: S (3.7569, 0.0000, 18.1620) [0.3333, 0.0000, 0.7952]\nPeriodicSite: S (3.7569, 3.7569, 18.1620) [0.3333, 0.3333, 0.7952]\nPeriodicSite: S (3.7569, 7.5138, 18.1620) [0.3333, 0.6667, 0.7952]\nPeriodicSite: S (7.5138, 11.2707, 18.1620) [0.6667, 1.0000, 0.7952]\nPeriodicSite: S (7.5138, 3.7569, 18.1620) [0.6667, 0.3333, 0.7952]\nPeriodicSite: S (7.5138, 7.5138, 18.1620) [0.6667, 0.6667, 0.7952]\nPeriodicSite: S (1.8785, 1.8785, 16.0970) [0.1667, 0.1667, 0.7048]\nPeriodicSite: S (1.8785, 5.6354, 16.0970) [0.1667, 0.5000, 0.7048]\nPeriodicSite: S (1.8785, 9.3923, 16.0970) [0.1667, 0.8333, 0.7048]\nPeriodicSite: S (5.6354, 1.8785, 16.0970) [0.5000, 0.1667, 0.7048]\nPeriodicSite: S (5.6354, 5.6354, 16.0969) [0.5000, 0.5000, 0.7048]\nPeriodicSite: S (5.6354, 9.3923, 16.0970) [0.5000, 0.8333, 0.7048]\nPeriodicSite: S (9.3923, 1.8785, 16.0970) [0.8333, 0.1667, 0.7048]\nPeriodicSite: S (9.3923, 5.6354, 16.0970) [0.8333, 0.5000, 0.7048]\nPeriodicSite: S (9.3923, 9.3923, 16.0970) [0.8333, 0.8333, 0.7048]\nPeriodicSite: O (11.2707, 11.2707, 0.0000) [1.0000, 1.0000, 0.0000]\nPeriodicSite: O (11.2707, 3.7569, 0.0000) [1.0000, 0.3333, 0.0000]\nPeriodicSite: O (0.0000, 7.5138, 22.8393) [0.0000, 0.6667, 1.0000]\nPeriodicSite: O (3.7569, 0.0000, 0.0000) [0.3333, 0.0000, 0.0000]\nPeriodicSite: O (3.7569, 3.7569, 0.0000) [0.3333, 0.3333, 0.0000]\nPeriodicSite: O (3.7569, 7.5138, 0.0000) [0.3333, 0.6667, 0.0000]\nPeriodicSite: O (7.5138, 0.0000, 22.8393) [0.6667, 0.0000, 1.0000]\nPeriodicSite: O (7.5138, 3.7569, 22.8393) [0.6667, 0.3333, 1.0000]\nPeriodicSite: O (7.5138, 7.5138, 0.0000) [0.6667, 0.6667, 0.0000]\nPeriodicSite: O (0.0000, 1.8785, 9.1589) [0.0000, 0.1667, 0.4010]\nPeriodicSite: O (0.0000, 5.6354, 9.1589) [0.0000, 0.5000, 0.4010]\nPeriodicSite: O (0.0000, 9.3923, 9.1589) [0.0000, 0.8333, 0.4010]\nPeriodicSite: O (3.7569, 1.8785, 9.1589) [0.3333, 0.1667, 0.4010]\nPeriodicSite: O (3.7569, 5.6354, 9.1589) [0.3333, 0.5000, 0.4010]\nPeriodicSite: O (3.7569, 9.3923, 9.1589) [0.3333, 0.8333, 0.4010]\nPeriodicSite: O (7.5138, 1.8785, 9.1589) [0.6667, 0.1667, 0.4010]\nPeriodicSite: O (7.5138, 5.6354, 9.1589) [0.6667, 0.5000, 0.4010]\nPeriodicSite: O (7.5138, 9.3923, 9.1589) [0.6667, 0.8333, 0.4010]\nPeriodicSite: O (11.2707, 1.8785, 2.2607) [1.0000, 0.1667, 0.0990]\nPeriodicSite: O (11.2707, 5.6354, 2.2607) [1.0000, 0.5000, 0.0990]\nPeriodicSite: O (0.0000, 9.3923, 2.2607) [0.0000, 0.8333, 0.0990]\nPeriodicSite: O (3.7569, 1.8785, 2.2607) [0.3333, 0.1667, 0.0990]\nPeriodicSite: O (3.7569, 5.6354, 2.2607) [0.3333, 0.5000, 0.0990]\nPeriodicSite: O (3.7569, 9.3923, 2.2607) [0.3333, 0.8333, 0.0990]\nPeriodicSite: O (7.5138, 1.8785, 2.2607) [0.6667, 0.1667, 0.0990]\nPeriodicSite: O (7.5138, 5.6354, 2.2607) [0.6667, 0.5000, 0.0990]\nPeriodicSite: O (7.5138, 9.3923, 2.2607) [0.6667, 0.8333, 0.0990]\nPeriodicSite: O (1.8785, 11.2707, 9.1589) [0.1667, 1.0000, 0.4010]\nPeriodicSite: O (1.8785, 3.7569, 9.1589) [0.1667, 0.3333, 0.4010]\nPeriodicSite: O (1.8785, 7.5138, 9.1589) [0.1667, 0.6667, 0.4010]\nPeriodicSite: O (5.6354, 11.2707, 9.1589) [0.5000, 1.0000, 0.4010]\nPeriodicSite: O (5.6354, 3.7569, 9.1589) [0.5000, 0.3333, 0.4010]\nPeriodicSite: O (5.6354, 7.5138, 9.1589) [0.5000, 0.6667, 0.4010]\nPeriodicSite: O (9.3923, 0.0000, 9.1589) [0.8333, 0.0000, 0.4010]\nPeriodicSite: O (9.3923, 3.7569, 9.1589) [0.8333, 0.3333, 0.4010]\nPeriodicSite: O (9.3923, 7.5138, 9.1589) [0.8333, 0.6667, 0.4010]\nPeriodicSite: O (1.8785, 11.2707, 2.2607) [0.1667, 1.0000, 0.0990]\nPeriodicSite: O (1.8785, 3.7569, 2.2607) [0.1667, 0.3333, 0.0990]\nPeriodicSite: O (1.8785, 7.5138, 2.2607) [0.1667, 0.6667, 0.0990]\nPeriodicSite: O (5.6354, 11.2707, 2.2607) [0.5000, 1.0000, 0.0990]\nPeriodicSite: O (5.6354, 3.7569, 2.2607) [0.5000, 0.3333, 0.0990]\nPeriodicSite: O (5.6354, 7.5138, 2.2607) [0.5000, 0.6667, 0.0990]\nPeriodicSite: O (9.3923, 0.0000, 2.2607) [0.8333, 0.0000, 0.0990]\nPeriodicSite: O (9.3923, 3.7569, 2.2607) [0.8333, 0.3333, 0.0990]\nPeriodicSite: O (9.3923, 7.5138, 2.2607) [0.8333, 0.6667, 0.0990]\nPeriodicSite: O (1.8785, 1.8785, 11.4197) [0.1667, 0.1667, 0.5000]\nPeriodicSite: O (1.8785, 5.6354, 11.4197) [0.1667, 0.5000, 0.5000]\nPeriodicSite: O (1.8785, 9.3923, 11.4197) [0.1667, 0.8333, 0.5000]\nPeriodicSite: O (5.6354, 1.8785, 11.4197) [0.5000, 0.1667, 0.5000]\nPeriodicSite: O (5.6354, 5.6354, 11.4197) [0.5000, 0.5000, 0.5000]\nPeriodicSite: O (5.6354, 9.3923, 11.4197) [0.5000, 0.8333, 0.5000]\nPeriodicSite: O (9.3923, 1.8785, 11.4197) [0.8333, 0.1667, 0.5000]\nPeriodicSite: O (9.3923, 5.6354, 11.4197) [0.8333, 0.5000, 0.5000]\nPeriodicSite: O (9.3923, 9.3923, 11.4197) [0.8333, 0.8333, 0.5000]\nPeriodicSite: O (1.8785, 0.0000, 20.5786) [0.1667, 0.0000, 0.9010]\nPeriodicSite: O (1.8785, 3.7569, 20.5786) [0.1667, 0.3333, 0.9010]\nPeriodicSite: O (1.8785, 7.5138, 20.5786) [0.1667, 0.6667, 0.9010]\nPeriodicSite: O (5.6354, 11.2707, 20.5786) [0.5000, 1.0000, 0.9010]\nPeriodicSite: O (5.6354, 3.7569, 20.5786) [0.5000, 0.3333, 0.9010]\nPeriodicSite: O (5.6354, 7.5138, 20.5786) [0.5000, 0.6667, 0.9010]\nPeriodicSite: O (9.3923, 0.0000, 20.5786) [0.8333, 0.0000, 0.9010]\nPeriodicSite: O (9.3923, 3.7569, 20.5786) [0.8333, 0.3333, 0.9010]\nPeriodicSite: O (9.3923, 7.5138, 20.5786) [0.8333, 0.6667, 0.9010]\nPeriodicSite: O (1.8785, 11.2707, 13.6804) [0.1667, 1.0000, 0.5990]\nPeriodicSite: O (1.8785, 3.7569, 13.6804) [0.1667, 0.3333, 0.5990]\nPeriodicSite: O (1.8785, 7.5138, 13.6804) [0.1667, 0.6667, 0.5990]\nPeriodicSite: O (5.6354, 11.2707, 13.6804) [0.5000, 1.0000, 0.5990]\nPeriodicSite: O (5.6354, 3.7569, 13.6804) [0.5000, 0.3333, 0.5990]\nPeriodicSite: O (5.6354, 7.5138, 13.6804) [0.5000, 0.6667, 0.5990]\nPeriodicSite: O (9.3923, 0.0000, 13.6804) [0.8333, 0.0000, 0.5990]\nPeriodicSite: O (9.3923, 3.7569, 13.6804) [0.8333, 0.3333, 0.5990]\nPeriodicSite: O (9.3923, 7.5138, 13.6804) [0.8333, 0.6667, 0.5990]\nPeriodicSite: O (11.2707, 1.8785, 20.5786) [1.0000, 0.1667, 0.9010]\nPeriodicSite: O (11.2707, 5.6354, 20.5786) [1.0000, 0.5000, 0.9010]\nPeriodicSite: O (11.2707, 9.3923, 20.5786) [1.0000, 0.8333, 0.9010]\nPeriodicSite: O (3.7569, 1.8785, 20.5786) [0.3333, 0.1667, 0.9010]\nPeriodicSite: O (3.7569, 5.6354, 20.5786) [0.3333, 0.5000, 0.9010]\nPeriodicSite: O (3.7569, 9.3923, 20.5786) [0.3333, 0.8333, 0.9010]\nPeriodicSite: O (7.5138, 1.8785, 20.5786) [0.6667, 0.1667, 0.9010]\nPeriodicSite: O (7.5138, 5.6354, 20.5786) [0.6667, 0.5000, 0.9010]\nPeriodicSite: O (7.5138, 9.3923, 20.5786) [0.6667, 0.8333, 0.9010]\nPeriodicSite: O (11.2707, 1.8785, 13.6804) [1.0000, 0.1667, 0.5990]\nPeriodicSite: O (11.2707, 5.6354, 13.6804) [1.0000, 0.5000, 0.5990]\nPeriodicSite: O (0.0000, 9.3923, 13.6804) [0.0000, 0.8333, 0.5990]\nPeriodicSite: O (3.7569, 1.8785, 13.6804) [0.3333, 0.1667, 0.5990]\nPeriodicSite: O (3.7569, 5.6354, 13.6804) [0.3333, 0.5000, 0.5990]\nPeriodicSite: O (3.7569, 9.3923, 13.6804) [0.3333, 0.8333, 0.5990]\nPeriodicSite: O (7.5138, 1.8785, 13.6804) [0.6667, 0.1667, 0.5990]\nPeriodicSite: O (7.5138, 5.6354, 13.6804) [0.6667, 0.5000, 0.5990]\nPeriodicSite: O (7.5138, 9.3923, 13.6804) [0.6667, 0.8333, 0.5990]\nPeriodicSite: F (11.2707, 11.2707, 11.0697) [1.0000, 1.0000, 0.4847]" - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "int_f_minus1_ent.parameters[\"unrelaxed_defect_structure\"]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## YTOS Extrinsic Fluorine Substitution" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 33, - "outputs": [], - "source": [ - "for i in os.listdir(\"../examples\"):\n", - " if \"YTOS\" in i:\n", - " defect_file_path = f\"../examples/{i}/F_O_1/\"\n", - " defect_charge = +1\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=f\"../examples/{i}/Bulk/\",\n", - " dielectric=ytos_dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " sdp.kumagai_loader()\n", - " F_O_1_ent = sdp.defect_entry" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 38, - "outputs": [ - { - "data": { - "text/plain": "-0.08523418000004312" - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "F_O_1_ent.energy" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 28, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.082 eV\n" - ] - }, - { - "data": { - "text/plain": "0.08214054536906357" - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(F_O_1_ent, epsilon=ytos_dielectric, title=\"kmg\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 31, - "outputs": [], - "source": [ - "for i in os.listdir(\"../examples\"):\n", - " if \"YTOS\" in i:\n", - " defect_file_path = f\"../examples/{i}/F_O_1/\"\n", - " defect_charge = +1\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(\n", - " path_to_defect=defect_file_path,\n", - " path_to_bulk=f\"../examples/{i}/Bulk/\",\n", - " dielectric=ytos_dielectric,\n", - " defect_charge=defect_charge,\n", - " )\n", - " sdp.freysoldt_loader()\n", - " F_O_1_ent = sdp.defect_entry" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 32, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Final Freysoldt correction is 0.116 eV\n" - ] - }, - { - "data": { - "text/plain": "0.11602321245859282" - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" 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\n" 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_freysoldt(F_O_1_ent, epsilon=ytos_dielectric, plot=True)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/tests/dope_parsing_tests.ipynb b/tests/dope_parsing_tests.ipynb deleted file mode 100644 index 57f733e2..00000000 --- a/tests/dope_parsing_tests.ipynb +++ /dev/null @@ -1,501 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "outputs": [], - "source": [ - "from doped import analysis, plotting" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 2, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/skavanagh/miniconda3/lib/python3.8/site-packages/pymatgen/analysis/phase_diagram.py:24: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", - " from tqdm.autonotebook import tqdm\n" - ] - } - ], - "source": [ - "from doped.pycdt.utils import parse_calculations\n", - "import numpy as np\n", - "import os" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 3, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "vac_1_Cd_-2\n", - "Uncorrected energy: 7.661 eV\n", - "Defect entry corrections:\n", - "{'charge_correction': 0.7376460317828045, 'bandfilling_correction': -0.0, 'bandedgeshifting_correction': 0.0}\n", - "Corrected energy: 8.398 eV \n", - "\n", - "vac_1_Cd_0\n", - "Uncorrected energy: 4.166 eV\n", - "Defect entry corrections:\n", - "{'bandfilling_correction': -0.0, 'bandedgeshifting_correction': 0.0}\n", - "Corrected energy: 4.166 eV \n", - "\n", - "vac_1_Cd_-1\n", - "Uncorrected energy: 6.130 eV\n", - "Defect entry corrections:\n", - "{'charge_correction': 0.22517150393292082, 'bandfilling_correction': -0.0, 'bandedgeshifting_correction': 0.0}\n", - "Corrected energy: 6.355 eV \n", - "\n" - ] - } - ], - "source": [ - "bulk_file_path = \"Examples/CdTe_bulk/vasp_ncl\"\n", - "dielectric = np.array([[9.13, 0, 0],[0., 9.13, 0],[0, 0, 9.13]])\n", - "parsed_vac_Cd_dict = {}\n", - "\n", - "for i in os.listdir(\"Examples\"): # this loops through the folders in the current directory, and parses those that have \"vac_1_Cd\" in their name\n", - " if 'vac_1_Cd' in i:\n", - " print(i)\n", - " defect_file_path = f\"Examples/{i}/vasp_ncl\" # assumes your final calculation results are in subfolders called vasp_ncl. E.g. vac_1_Cd_0/vasp_ncl/ etc\n", - " defect_charge = int(i[-2:].replace(\"_\",\"\"))\n", - "\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(defect_file_path, bulk_file_path,\n", - " dielectric, defect_charge)\n", - " print(f\"Uncorrected energy: {sdp.defect_entry.uncorrected_energy:.3f} eV\")\n", - " bo = sdp.freysoldt_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " print(\"Defect entry corrections:\")\n", - " print(sdp.defect_entry.corrections)\n", - " print(f\"Corrected energy: {sdp.defect_entry.energy:.3f} eV\", \"\\n\")\n", - " parsed_vac_Cd_dict[i] = sdp.defect_entry # Keep dictionary of parsed defect entries" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 4, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Int_Te_3_2\n", - "Uncorrected energy: -7.105 eV\n", - "Defect entry corrections:\n", - "{'charge_correction': 0.8834518111049584, 'bandfilling_correction': -0.0, 'bandedgeshifting_correction': 0.0}\n", - "Corrected energy: -6.221 eV \n", - "\n" - ] - } - ], - "source": [ - "bulk_file_path = \"Examples/CdTe_bulk/vasp_ncl\"\n", - "dielectric = np.array([[9.13, 0, 0],[0., 9.13, 0],[0, 0, 9.13]])\n", - "\n", - "for i in os.listdir(\"Examples\"):\n", - " if 'Int_Te' in i:\n", - " print(i)\n", - " defect_file_path = f\"Examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\",\"\"))\n", - "\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(defect_file_path, bulk_file_path,\n", - " dielectric, defect_charge)\n", - " print(f\"Uncorrected energy: {sdp.defect_entry.uncorrected_energy:.3f} eV\")\n", - " bo = sdp.kumagai_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " print(\"Defect entry corrections:\")\n", - " print(sdp.defect_entry.corrections)\n", - " print(f\"Corrected energy: {sdp.defect_entry.energy:.3f} eV\", \"\\n\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 5, - "outputs": [], - "source": [ - "from doped.pycdt.corrections.finite_size_charge_correction import get_correction_kumagai" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.883 eV\n" - ] - }, - { - "data": { - "text/plain": "0.8834518111049584" - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(sdp.defect_entry, epsilon=dielectric, title=\"Yes\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "Check LOCPOT parsing also works:" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Int_Te_3_2\n", - "Uncorrected energy: -7.105 eV\n", - "Defect entry corrections:\n", - "{'charge_correction': 0.8296154443335331, 'bandfilling_correction': -0.0, 'bandedgeshifting_correction': 0.0}\n", - "Corrected energy: -6.275 eV \n", - "\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "Delocalization analysis has indicated that Int_Te_mult128\n", - "with charge 2 may not be compatible with the chosen charge correction\n", - "scheme, and may require a larger supercell for accurate calculation of the energy. Recommended to\n", - "look at the correction plots (i.e. run `get_correction_freysoldt(DefectEntry,...,plot=True)` from\n", - "`doped.pycdt.corrections.finite_size_charge_correction`) to visually determine if\n", - "charge correction scheme still appropriate, then `sdp.compatibility.perform_freysoldt(DefectEntry)`\n", - "to apply it (replace 'freysoldt' with 'kumagai' if using anisotropic correction).\n", - "You can also change the DefectCompatibility() tolerance settings via the `compatibility` parameter\n", - "in `SingleDefectParser.from_paths()`.\n" - ] - } - ], - "source": [ - "bulk_file_path = \"Examples/CdTe_bulk/vasp_ncl\"\n", - "dielectric = np.array([[9.13, 0, 0],[0., 9.13, 0],[0, 0, 9.13]])\n", - "\n", - "for i in os.listdir(\"Examples\"):\n", - " if 'Int_Te' in i:\n", - " print(i)\n", - " defect_file_path = f\"Examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\",\"\"))\n", - "\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(defect_file_path, bulk_file_path,\n", - " dielectric, defect_charge)\n", - " print(f\"Uncorrected energy: {sdp.defect_entry.uncorrected_energy:.3f} eV\")\n", - " bo = sdp.freysoldt_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " print(\"Defect entry corrections:\")\n", - " print(sdp.defect_entry.corrections)\n", - " print(f\"Corrected energy: {sdp.defect_entry.energy:.3f} eV\", \"\\n\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 8, - "outputs": [ - { - "data": { - "text/plain": "PeriodicSite: Te (12.2688, 12.2688, 8.9972) [0.9375, 0.9375, 0.6875]" - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sdp.defect_entry.defect.site" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 9, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "Delocalization analysis has indicated that Sub_Te_on_Cd_mult32\n", - "with charge 1 may not be compatible with the chosen charge correction\n", - "scheme, and may require a larger supercell for accurate calculation of the energy. Recommended to\n", - "look at the correction plots (i.e. run `get_correction_freysoldt(DefectEntry,...,plot=True)` from\n", - "`doped.pycdt.corrections.finite_size_charge_correction`) to visually determine if\n", - "charge correction scheme still appropriate, then `sdp.compatibility.perform_freysoldt(DefectEntry)`\n", - "to apply it (replace 'freysoldt' with 'kumagai' if using anisotropic correction).\n", - "You can also change the DefectCompatibility() tolerance settings via the `compatibility` parameter\n", - "in `SingleDefectParser.from_paths()`.\n" - ] - } - ], - "source": [ - "bulk_file_path = \"Examples/CdTe_bulk/vasp_ncl\"\n", - "dielectric = np.array([[9.13, 0, 0],[0., 9.13, 0],[0, 0, 9.13]])\n", - "\n", - "for i in os.listdir(\"Examples\"):\n", - " if \"as_1_Te\" in i: # loop folders and parse those with \"Int_Te\" in name\n", - " defect_file_path = f\"Examples/{i}/vasp_ncl\"\n", - " defect_charge = int(i[-2:].replace(\"_\", \"\"))\n", - " # parse with no transformation.json:\n", - " sdp = parse_calculations.SingleDefectParser.from_paths(defect_file_path, bulk_file_path,\n", - " dielectric, defect_charge)\n", - " sdp.kumagai_loader()\n", - " sdp.get_stdrd_metadata()\n", - " sdp.get_bulk_gap_data()\n", - " sdp.run_compatibility()\n", - " te_cd_1_ent = sdp.defect_entry" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 10, - "outputs": [ - { - "data": { - "text/plain": "-2.906045809999995" - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.uncorrected_energy" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 11, - "outputs": [], - "source": [ - "from doped.pycdt.corrections.finite_size_charge_correction import get_correction_kumagai" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 12, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Final Kumagai correction is 0.157 eV\n" - ] - }, - { - "data": { - "text/plain": "0.15660728758716663" - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "get_correction_kumagai(te_cd_1_ent, epsilon=dielectric, title=\"Yes\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 13, - "outputs": [ - { - "data": { - "text/plain": "{'atomic_site': {'is_compatible': False,\n 'metadata': {'kumagai_variance_compatible': False,\n 'kumagai_variance': 0.09294301805469835,\n 'atomic_site_var_tol': 0.025,\n 'kumagai_minmax_compatible': False,\n 'kumagai_minmax_window': 1.7305803308710235,\n 'plnr_avg_minmax_tol': 0.3}},\n 'defectsite_relax': {'is_compatible': False,\n 'metadata': {'relax_amount': 8.508243533063842,\n 'defect_tot_relax_tol': 5.0}},\n 'structure_relax': {'is_compatible': False,\n 'metadata': {'structure_tot_relax_compatible': False,\n 'tot_relax_outside_rad': 123.35803241241373,\n 'tot_relax_tol': 5.0,\n 'structure_perc_relax_compatible': 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4.431372126682489],\n [6.543384, 0.010026233095663929, 6, 0.003925619312866202],\n [6.543384, 0.010092500496798206, 3, 0.00395156530746099],\n [6.543384, 0.010108808959052718, 5, 0.0039579506382007214],\n [7.130487401195235, 6.518866368610415, 58, 2.5523631328378196],\n [7.130487401195235, 6.518870494003547, 60, 2.5523647480728533],\n [7.130487401195235, 9.244459690009743, 61, 3.619527807687803],\n [7.130487401195236, 6.532165532681802, 34, 2.5575702185723603],\n [7.130487401195236, 6.532178408662893, 36, 2.557575259967225],\n [7.130487401195236, 6.535741771178779, 42, 2.558970440448034],\n [7.130487401195236, 6.535753166846013, 52, 2.558974902248487],\n [7.130487401195236, 8.006612016873586, 39, 3.134867348900812],\n [7.130487401195236, 9.1075156228975, 45, 3.5659094378066203],\n [7.130487401195236, 9.244552405138945, 53, 3.6195641088886945],\n [7.130487401195237, 6.770427276769751, 31, 2.6508579862897634],\n [7.130487401195237, 7.996705461776616, 47, 3.130988587690936],\n 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9.236334966691363, 41, 3.6163466956524046],\n [8.500105156074952, 11.128653498013879, 51, 4.3572552803398],\n [9.253742396615111, 0.027284875633468233, 2, 0.010682978713333277],\n [9.253742396615111, 0.027290383541785746, 4, 0.010685135251193351],\n [9.253742396615111, 0.027313333498703636, 1, 0.010694120958312535],\n [11.33347354143327, 0.014190180201549217, 0, 0.005555949569569075]],\n 'defect_index': 63}}}" - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "te_cd_1_ent.parameters[\"delocalization_meta\"]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/tests/test_analysis.py b/tests/test_analysis.py index 22c905df..4a8aca28 100644 --- a/tests/test_analysis.py +++ b/tests/test_analysis.py @@ -13,10 +13,13 @@ from pymatgen.core.structure import Structure from test_vasp import _potcars_available -from doped.analysis import DefectParser, defect_entry_from_paths +from doped.analysis import defect_entry_from_paths, defect_from_structures, defect_name_from_structures +from doped.generation import DefectsGenerator, get_defect_name_from_defect from doped.utils.parsing import ( get_defect_site_idxs_and_unrelaxed_structure, get_defect_type_and_composition_diff, + get_outcar, + get_vasprun, ) @@ -31,6 +34,12 @@ def if_present_rm(path): shutil.rmtree(path) +# TODO: Test reordered case - have we one from before? - Pretty sure this shouldn't be any issue now +# TODO: Test with Adair BiOI data and Xinwei Sb2Se3 data. +# TODO: Test negative corrections warning with our V_Cd^+1, and also with Adair`s V_Bi^+1 and Xinwei`s +# cases (no warning in those cases 'cause anisotropic) + + class DopedParsingTestCase(unittest.TestCase): def setUp(self): self.module_path = os.path.dirname(os.path.abspath(__file__)) @@ -46,15 +55,6 @@ def setUp(self): [5.311743673463141e-15, 2.041077680836527e-14, 25.237620491130023], ] - self.general_delocalization_warning = """ -Note: Defects throwing a "delocalization analysis" warning may require a larger supercell for -accurate total energies. Recommended to look at the correction plots (i.e. run -`get_correction_freysoldt(DefectEntry,...,plot=True)` from -`doped.corrections`) to visually determine if the charge -correction scheme is still appropriate (replace 'freysoldt' with 'kumagai' if using anisotropic -correction). You can also change the DefectCompatibility() tolerance settings via the -`compatibility` parameter in `DefectParser.from_paths()`.""" - def tearDown(self): if_present_rm("bulk_voronoi_nodes.json") @@ -145,12 +145,19 @@ def test_auto_charge_determination(self): f"{self.YTOS_EXAMPLE_DIR}/F_O_1", f"{self.YTOS_EXAMPLE_DIR}/Bulk", self.ytos_dielectric, + skip_corrections=True, ) assert ytos_F_O_1.charge_state == 1 - assert np.isclose(ytos_F_O_1.get_ediff(), -0.0031, atol=1e-3) - # assert np.isclose(ytos_F_O_1.uncorrected_energy, -0.0852, atol=1e-3) + assert np.isclose(ytos_F_O_1.get_ediff(), -0.0852, atol=1e-3) # uncorrected energy + + ytos_F_O_1 = defect_entry_from_paths( # with corrections this time + f"{self.YTOS_EXAMPLE_DIR}/F_O_1", + f"{self.YTOS_EXAMPLE_DIR}/Bulk", + self.ytos_dielectric, + ) + assert np.isclose(ytos_F_O_1.get_ediff(), 0.04176070572680146, atol=1e-3) # corrected energy correction_dict = { - "kumagai_charge_correction": 0.08214, + "kumagai_charge_correction": 0.12699488572686776, } for correction_name, correction_energy in correction_dict.items(): assert np.isclose(ytos_F_O_1.corrections[correction_name], correction_energy, atol=1e-3) @@ -165,8 +172,6 @@ def test_auto_charge_correction_behaviour(self): """ Test skipping of charge corrections and warnings. """ - DefectParser._delocalization_warning_printed = False # reset class variable, so test is - # independent of what tests have been run before defect_path = f"{self.CDTE_EXAMPLE_DIR}/v_Cd_-2/vasp_ncl" fake_aniso_dielectric = [1, 2, 3] @@ -191,7 +196,11 @@ def test_auto_charge_correction_behaviour(self): f"supercells!" in str(w[-1].message) ) - # assert np.isclose(parsed_v_cd_m2_fake_aniso.uncorrected_energy, 7.661, atol=1e-3) + assert np.isclose( + parsed_v_cd_m2_fake_aniso.get_ediff() - sum(parsed_v_cd_m2_fake_aniso.corrections.values()), + 7.661, + atol=3e-3, + ) # uncorrected energy assert np.isclose(parsed_v_cd_m2_fake_aniso.get_ediff(), 10.379714081555262, atol=1e-3) # test no warnings when skip_corrections is True @@ -205,7 +214,11 @@ def test_auto_charge_correction_behaviour(self): ) assert len(w) == 0 - # assert np.isclose(parsed_v_cd_m2_fake_aniso.uncorrected_energy, 7.661, atol=1e-3) + assert np.isclose( + parsed_v_cd_m2_fake_aniso.get_ediff() - sum(parsed_v_cd_m2_fake_aniso.corrections.values()), + 7.661, + atol=3e-3, + ) # uncorrected energy assert np.isclose(parsed_v_cd_m2_fake_aniso.get_ediff(), 7.661, atol=1e-3) assert parsed_v_cd_m2_fake_aniso.corrections == {} @@ -225,13 +238,22 @@ def test_auto_charge_correction_behaviour(self): f"compute the Kumagai (eFNV) image charge correction." in str(w[0].message) ) assert ( - f"Delocalization analysis has indicated that {parsed_int_Te_2_fake_aniso.name} with " - f"charge +2 may not be compatible with the chosen charge correction." in str(w[1].message) + f"Estimated error in the Kumagai (eFNV) charge correction for defect " + f"{parsed_int_Te_2_fake_aniso.name} is 0.157 eV (i.e. which is than the " + f"`error_tolerance`: 0.050 eV). You may want to check the accuracy of the correction " + f"by plotting the site potential differences (using " + f"`defect_entry.get_kumagai_correction()` with `plot=True`). Large errors are often due " + f"to unstable or shallow defect charge states (which can't be accurately modelled with " + f"the supercell approach). If this error is not acceptable, you may need to use a larger " + f"supercell for more accurate energies." in str(w[1].message) ) - assert self.general_delocalization_warning in str(w[2].message) - # assert np.isclose(parsed_int_Te_2_fake_aniso.uncorrected_energy, -7.105, atol=1e-3) - assert np.isclose(parsed_int_Te_2_fake_aniso.get_ediff(), -4.926, atol=1e-3) + assert np.isclose( + parsed_int_Te_2_fake_aniso.get_ediff() - sum(parsed_int_Te_2_fake_aniso.corrections.values()), + -7.105, + atol=3e-3, + ) # uncorrected energy + assert np.isclose(parsed_int_Te_2_fake_aniso.get_ediff(), -4.991240009587045, atol=1e-3) # test isotropic dielectric but only OUTCAR present: with warnings.catch_warnings(record=True) as w: @@ -241,11 +263,8 @@ def test_auto_charge_correction_behaviour(self): dielectric=self.cdte_dielectric, charge_state=2, ) - assert ( - len(w) == 1 - ) # no charge correction warning with iso dielectric, parsing from OUTCARs, but multiple - # OUTCARs present -> warning - # assert np.isclose(parsed_int_Te_2.uncorrected_energy, -7.105, atol=1e-3) + assert len(w) == 1 # no charge correction warning with iso dielectric, parsing from OUTCARs, + # but multiple OUTCARs present -> warning assert np.isclose(parsed_int_Te_2.get_ediff(), -6.2009, atol=1e-3) # test warning when only OUTCAR present but no core level info (ICORELEVEL != 0) @@ -261,7 +280,11 @@ def test_auto_charge_correction_behaviour(self): 1, "-> Charge corrections will not be applied for this defect.", ) - # assert np.isclose(parsed_int_Te_2_fake_aniso.uncorrected_energy, -7.105, atol=1e-3) + assert np.isclose( + parsed_int_Te_2_fake_aniso.get_ediff() - sum(parsed_int_Te_2_fake_aniso.corrections.values()), + -7.105, + atol=3e-3, + ) # uncorrected energy assert np.isclose(parsed_int_Te_2_fake_aniso.get_ediff(), -7.105, atol=1e-3) # test warning when no core level info in OUTCAR (ICORELEVEL != 0), but LOCPOT @@ -282,11 +305,15 @@ def test_auto_charge_correction_behaviour(self): "dielectric. This could lead to significant errors for very anisotropic systems and/or " "relatively small supercells!", ) - # assert np.isclose(parsed_int_Te_2_fake_aniso.uncorrected_energy, -7.105, atol=1e-3) + + assert np.isclose( + parsed_int_Te_2_fake_aniso.get_ediff() - sum(parsed_int_Te_2_fake_aniso.corrections.values()), + -7.105, + atol=3e-3, + ) # uncorrected energy assert np.isclose( - parsed_int_Te_2_fake_aniso.get_ediff(), -4.771092998459437, atol=1e-3 - ) # -4.734 with old - # voronoi frac coords + parsed_int_Te_2_fake_aniso.get_ediff(), -4.7620, atol=1e-3 + ) # -4.734 with old voronoi frac coords if_present_rm(f"{self.CDTE_EXAMPLE_DIR}/Int_Te_3_2/vasp_ncl/LOCPOT.gz") @@ -319,7 +346,9 @@ def test_auto_charge_correction_behaviour(self): in str(w[0].message) ) - # assert np.isclose(parsed_v_cd_m2.uncorrected_energy, 7.661, atol=1e-3) + assert np.isclose( + parsed_v_cd_m2.get_ediff() - sum(parsed_v_cd_m2.corrections.values()), 7.661, atol=3e-3 + ) # uncorrected energy assert np.isclose(parsed_v_cd_m2.get_ediff(), 7.661, atol=1e-3) assert parsed_v_cd_m2.corrections == {} @@ -339,7 +368,9 @@ def test_auto_charge_correction_behaviour(self): ) assert len(w) == 0 - # assert np.isclose(parsed_v_cd_0.uncorrected_energy, 4.166, atol=1e-3) + assert np.isclose( + parsed_v_cd_0.get_ediff() - sum(parsed_v_cd_0.corrections.values()), 4.166, atol=3e-3 + ) # uncorrected energy assert np.isclose(parsed_v_cd_0.get_ediff(), 4.166, atol=1e-3) def _check_no_icorelevel_warning_int_te(self, dielectric, warnings, num_warnings, action): @@ -377,15 +408,13 @@ def _parse_Int_Te_3_2_and_count_warnings(self, fake_aniso_dielectric, w, num_war assert all(issubclass(warning.category, UserWarning) for warning in w) def test_multiple_outcars(self): - DefectParser._delocalization_warning_printed = False # reset class variable, so test is - # independent of what tests have been run before shutil.copyfile( f"{self.CDTE_BULK_DATA_DIR}/OUTCAR.gz", f"{self.CDTE_BULK_DATA_DIR}/another_OUTCAR.gz", ) fake_aniso_dielectric = [1, 2, 3] with warnings.catch_warnings(record=True) as w: - self._parse_Int_Te_3_2_and_count_warnings(fake_aniso_dielectric, w, 4) + self._parse_Int_Te_3_2_and_count_warnings(fake_aniso_dielectric, w, 3) assert ( f"Multiple `OUTCAR` files found in bulk directory: {self.CDTE_BULK_DATA_DIR}. Using" f" {self.CDTE_BULK_DATA_DIR}/OUTCAR.gz to parse core levels and compute the Kumagai (" @@ -397,7 +426,7 @@ def test_multiple_outcars(self): f" {self.CDTE_EXAMPLE_DIR}/Int_Te_3_2/vasp_ncl/OUTCAR.gz to parse core levels and " f"compute the Kumagai (eFNV) image charge correction." in str(w[1].message) ) - # other two warnings are delocalization warnings, already tested + # other warnings is charge correction error warning, already tested with warnings.catch_warnings(record=True) as w: self._parse_Int_Te_3_2_and_count_warnings(fake_aniso_dielectric, w, 3) @@ -513,7 +542,6 @@ def test_dielectric_initialisation(self): new_parsed_v_cd_m2.corrections[correction_name], correction_energy, atol=0.1, # now slightly off because using int() - # difference) ) # test 3x1 array @@ -642,32 +670,23 @@ def test_interstitial_parsing_and_kumagai(self): Test parsing of Te (split-)interstitial and Kumagai-Oba (eFNV) correction. """ + if_present_rm("bulk_voronoi_nodes.json") with patch("builtins.print") as mock_print: - for i in os.listdir(self.CDTE_EXAMPLE_DIR): - if "Int_Te" in i: # loop folders and parse those with "Int_Te" in name - defect_path = f"{self.CDTE_EXAMPLE_DIR}/{i}/vasp_ncl" - defect_charge = int(i[-2:].replace("_", "")) - # parse with no transformation.json: - te_i_2_ent = defect_entry_from_paths( - defect_path=defect_path, - bulk_path=self.CDTE_BULK_DATA_DIR, - dielectric=self.cdte_dielectric, - charge_state=None if _potcars_available() else defect_charge - # to allow testing - # on GH Actions (otherwise test auto-charge determination if POTCARs available) - ) + te_i_2_ent = defect_entry_from_paths( + defect_path=f"{self.CDTE_EXAMPLE_DIR}/Int_Te_3_2/vasp_ncl", + bulk_path=self.CDTE_BULK_DATA_DIR, + dielectric=self.cdte_dielectric, + charge_state=None if _potcars_available() else +2 + # to allow testing on GH Actions (otherwise test auto-charge determination if POTCARs + # available) + ) mock_print.assert_called_once_with( "Saving parsed Voronoi sites (for interstitial site-matching) " "to bulk_voronoi_sites.json to speed up future parsing." ) - assert np.isclose(te_i_2_ent.get_ediff(), -6.2009, atol=1e-3) - # assert np.isclose(te_i_2_ent.uncorrected_energy, -7.105, atol=1e-3) - correction_dict = {"kumagai_charge_correction": 0.9038318161163628} - for correction_name, correction_energy in correction_dict.items(): - assert np.isclose(te_i_2_ent.corrections[correction_name], correction_energy, atol=1e-3) - + self._check_defect_entry_corrections(te_i_2_ent, -6.2009, 0.9038318161163628) # assert auto-determined interstitial site is correct # initial position is: PeriodicSite: Te (12.2688, 12.2688, 8.9972) [0.9375, 0.9375, 0.6875] np.testing.assert_array_almost_equal( @@ -676,17 +695,14 @@ def test_interstitial_parsing_and_kumagai(self): # run again to check parsing of previous Voronoi sites with patch("builtins.print") as mock_print: - for i in os.listdir(self.CDTE_EXAMPLE_DIR): - if "Int_Te" in i: # loop folders and parse those with "Int_Te" in name - defect_path = f"{self.CDTE_EXAMPLE_DIR}/{i}/vasp_ncl" - defect_charge = int(i[-2:].replace("_", "")) - # parse with no transformation.json: - te_i_2_ent = defect_entry_from_paths( - defect_path=defect_path, - bulk_path=self.CDTE_BULK_DATA_DIR, - dielectric=self.cdte_dielectric, - charge_state=defect_charge, - ) + te_i_2_ent = defect_entry_from_paths( + defect_path=f"{self.CDTE_EXAMPLE_DIR}/Int_Te_3_2/vasp_ncl", + bulk_path=self.CDTE_BULK_DATA_DIR, + dielectric=self.cdte_dielectric, + charge_state=+2 + # to allow testing on GH Actions (otherwise test auto-charge determination if POTCARs + # available) + ) mock_print.assert_not_called() os.remove("bulk_voronoi_nodes.json") @@ -707,13 +723,7 @@ def test_substitution_parsing_and_kumagai(self): charge_state=defect_charge, ) - assert np.isclose(te_cd_1_ent.get_ediff(), -2.6676, atol=1e-3) - # assert np.isclose(te_cd_1_ent.uncorrected_energy, -2.906, atol=1e-3) - correction_dict = { - "kumagai_charge_correction": 0.23840982963691623, - } - for correction_name, correction_energy in correction_dict.items(): - assert np.isclose(te_cd_1_ent.corrections[correction_name], correction_energy, atol=1e-3) + self._check_defect_entry_corrections(te_cd_1_ent, -2.6676, 0.23840982963691623) # assert auto-determined substitution site is correct # should be: PeriodicSite: Te (6.5434, 6.5434, 6.5434) [0.5000, 0.5000, 0.5000] np.testing.assert_array_almost_equal( @@ -787,27 +797,21 @@ def test_extrinsic_interstitial_parsing_and_kumagai(self): correction. """ defect_path = f"{self.YTOS_EXAMPLE_DIR}/Int_F_-1/" - # parse with no transformation.json or explicitly-set-charge: - int_F_minus1_ent = defect_entry_from_paths( - defect_path=defect_path, - bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", - dielectric=self.ytos_dielectric, - charge_state=None if _potcars_available() else -1 # to allow testing - # on GH Actions (otherwise test auto-charge determination if POTCARs available) - ) - assert np.isclose(int_F_minus1_ent.get_ediff(), 0.767, atol=1e-3) - # assert np.isclose(int_F_minus1_ent.uncorrected_energy, 0.7515, atol=1e-3) - correction_dict = { - "kumagai_charge_correction": 0.0155169495708003, - } - for correction_name, correction_energy in correction_dict.items(): - assert np.isclose( - int_F_minus1_ent.corrections[correction_name], - correction_energy, - atol=1e-3, + # parse with no transformation.json or explicitly-set-charge: + with warnings.catch_warnings(record=True) as w: + int_F_minus1_ent = defect_entry_from_paths( + defect_path=defect_path, + bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", + dielectric=self.ytos_dielectric, + charge_state=None if _potcars_available() else -1 # to allow testing + # on GH Actions (otherwise test auto-charge determination if POTCARs available) ) + assert not [warning for warning in w if isinstance(warning.category, UserWarning)] + correction_dict = self._check_defect_entry_corrections( + int_F_minus1_ent, 0.7478967131628451, -0.0036182568370900017 + ) # assert auto-determined interstitial site is correct assert np.isclose( int_F_minus1_ent.defect_supercell_site.distance_and_image_from_frac_coords( @@ -821,23 +825,128 @@ def test_extrinsic_interstitial_parsing_and_kumagai(self): os.remove("bulk_voronoi_nodes.json") + # test error_tolerance setting: + with warnings.catch_warnings(record=True) as w: + int_F_minus1_ent = defect_entry_from_paths( + defect_path=defect_path, + bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", + dielectric=self.ytos_dielectric, + charge_state=None if _potcars_available() else -1, # to allow testing + # on GH Actions (otherwise test auto-charge determination if POTCARs available) + error_tolerance=0.001, + ) + assert ( + f"Estimated error in the Kumagai (eFNV) charge correction for defect " + f"{int_F_minus1_ent.name} is 0.003 eV (i.e. which is than the `error_tolerance`: 0.001 " + f"eV). You may want to check the accuracy of the correction by plotting the site " + f"potential differences (using `defect_entry.get_kumagai_correction()` with " + f"`plot=True`). Large errors are often due to unstable or shallow defect charge states (" + f"which can't be accurately modelled with the supercell approach). If this error is not " + f"acceptable, you may need to use a larger supercell for more accurate energies." + in str(w[0].message) + ) + + with warnings.catch_warnings(record=True) as w: + int_F_minus1_ent.get_kumagai_correction() # default error tolerance, no warning + assert not [warning for warning in w if isinstance(warning.category, UserWarning)] + + with warnings.catch_warnings(record=True) as w: + int_F_minus1_ent.get_kumagai_correction(error_tolerance=0.001) + assert "Estimated error in the Kumagai (eFNV)" in str(w[0].message) + + # test returning correction error: + corr, corr_error = int_F_minus1_ent.get_kumagai_correction(return_correction_error=True) + assert np.isclose(corr.correction_energy, correction_dict["kumagai_charge_correction"], atol=1e-3) + assert np.isclose(corr_error, 0.003, atol=1e-3) + + # test returning correction error with plot: + corr, fig, corr_error = int_F_minus1_ent.get_kumagai_correction( + return_correction_error=True, plot=True + ) + assert np.isclose(corr.correction_energy, correction_dict["kumagai_charge_correction"], atol=1e-3) + assert np.isclose(corr_error, 0.003, atol=1e-3) + + # test just correction returned with plot = False and return_correction_error = False: + corr = int_F_minus1_ent.get_kumagai_correction() + assert np.isclose(corr.correction_energy, correction_dict["kumagai_charge_correction"], atol=1e-3) + + def _check_defect_entry_corrections(self, defect_entry, ediff, correction): + assert np.isclose(defect_entry.get_ediff(), ediff, atol=0.001) + assert np.isclose( + defect_entry.get_ediff() - sum(defect_entry.corrections.values()), + ediff - correction, + atol=0.003, + ) + correction_dict = {"kumagai_charge_correction": correction} + for correction_name, correction_energy in correction_dict.items(): + assert np.isclose(defect_entry.corrections[correction_name], correction_energy, atol=0.001) + return correction_dict + def test_extrinsic_substitution_parsing_and_freysoldt_and_kumagai(self): """ Test parsing of extrinsic F-on-O substitution in YTOS, w/Kumagai-Oba (eFNV) and Freysoldt (FNV) corrections. """ - # first using Freysoldt (FNV) correction - gives error because anisotropic dielectric + # first using Freysoldt (FNV) correction defect_path = f"{self.YTOS_EXAMPLE_DIR}/F_O_1/" # hide OUTCAR file: shutil.move(f"{defect_path}/OUTCAR.gz", f"{defect_path}/hidden_otcr.gz") + # parse with no transformation.json or explicitly-set-charge: - F_O_1_ent = defect_entry_from_paths( - defect_path=defect_path, - bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", - dielectric=self.ytos_dielectric, - charge_state=None if _potcars_available() else 1 # to allow testing - # on GH Actions (otherwise test auto-charge determination if POTCARs available) + with warnings.catch_warnings(record=True) as w: + F_O_1_ent = defect_entry_from_paths( + defect_path=defect_path, + bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", + dielectric=self.ytos_dielectric, + charge_state=None if _potcars_available() else 1 # to allow testing + # on GH Actions (otherwise test auto-charge determination if POTCARs available) + ) # check no correction error warning with default tolerance: + assert not [warning for warning in w if isinstance(warning.category, UserWarning)] + + # test error_tolerance setting: + with warnings.catch_warnings(record=True) as w: + F_O_1_ent = defect_entry_from_paths( + defect_path=defect_path, + bulk_path=f"{self.YTOS_EXAMPLE_DIR}/Bulk/", + dielectric=self.ytos_dielectric, + charge_state=None if _potcars_available() else 1, # to allow testing + # on GH Actions (otherwise test auto-charge determination if POTCARs available) + error_tolerance=0.00001, + ) # check no correction error warning with default tolerance: + + assert any( + f"Estimated error in the Freysoldt (FNV) charge correction for defect {F_O_1_ent.name} is " + f"0.000 eV (i.e. which is than the `error_tolerance`: 0.000 eV). You may want to check the " + f"accuracy of the correction by plotting the site potential differences (using " + f"`defect_entry.get_freysoldt_correction()` with `plot=True`). Large errors are often due to " + f"unstable or shallow defect charge states (which can't be accurately modelled with the " + f"supercell approach). If this error is not acceptable, you may need to use a larger " + f"supercell for more accurate energies." in str(warning.message) + for warning in w ) + + with warnings.catch_warnings(record=True) as w: + F_O_1_ent.get_freysoldt_correction() # default error tolerance, no warning + assert not [warning for warning in w if isinstance(warning.category, UserWarning)] + + with warnings.catch_warnings(record=True) as w: + F_O_1_ent.get_freysoldt_correction(error_tolerance=0.00001) + assert "Estimated error in the Freysoldt (FNV)" in str(w[0].message) + + # test returning correction error: + corr, corr_error = F_O_1_ent.get_freysoldt_correction(return_correction_error=True) + assert np.isclose(corr.correction_energy, 0.11670254204631794, atol=1e-3) + assert np.isclose(corr_error, 0.000, atol=1e-3) + + # test returning correction error with plot: + corr, fig, corr_error = F_O_1_ent.get_freysoldt_correction(return_correction_error=True, plot=True) + assert np.isclose(corr.correction_energy, 0.11670254204631794, atol=1e-3) + assert np.isclose(corr_error, 0.000, atol=1e-3) + + # test just correction returned with plot = False and return_correction_error = False: + corr = F_O_1_ent.get_freysoldt_correction() + assert np.isclose(corr.correction_energy, 0.11670254204631794, atol=1e-3) + # move OUTCAR file back to original: shutil.move(f"{defect_path}/hidden_otcr.gz", f"{defect_path}/OUTCAR.gz") @@ -857,11 +966,10 @@ def test_extrinsic_substitution_parsing_and_freysoldt_and_kumagai(self): charge_state=1, ) - self._test_F_O_1_ent(F_O_1_ent, -0.0031, "kumagai_charge_correction", 0.08214) + self._test_F_O_1_ent(F_O_1_ent, 0.04176, "kumagai_charge_correction", 0.12699488572686776) def _test_F_O_1_ent(self, F_O_1_ent, ediff, correction_name, correction): assert np.isclose(F_O_1_ent.get_ediff(), ediff, atol=1e-3) - # assert np.isclose(F_O_1_ent.uncorrected_energy, -0.08523418000004312, atol=1e-3) correction_test_dict = {correction_name: correction} for correction_name, correction_energy in correction_test_dict.items(): assert np.isclose(F_O_1_ent.corrections[correction_name], correction_energy, atol=1e-3) @@ -918,6 +1026,110 @@ def test_voronoi_structure_mismatch_and_reparse(self): assert warning_message in str(user_warnings[0].message) os.remove("bulk_voronoi_nodes.json") + def test_tricky_relaxed_interstitial_corrections_kumagai(self): + """ + Test the eFNV correction performance with tricky-to-locate relaxed + interstitial sites (Te_i^+1 ground-state and metastable from Kavanagh + et al. + + 2022 doi.org/10.1039/D2FD00043A). + """ + from pydefect.analyzer.calc_results import CalcResults + from pydefect.cli.vasp.make_efnv_correction import make_efnv_correction + + def _make_calc_results(directory) -> CalcResults: + vasprun = get_vasprun(f"{directory}/vasprun.xml.gz") + outcar = get_outcar(f"{directory}/OUTCAR.gz") + return CalcResults( + structure=vasprun.final_structure, + energy=outcar.final_energy, + magnetization=outcar.total_mag or 0.0, + potentials=[-p for p in outcar.electrostatic_potential], + electronic_conv=vasprun.converged_electronic, + ionic_conv=vasprun.converged_ionic, + ) + + bulk_calc_results = _make_calc_results(f"{self.CDTE_BULK_DATA_DIR}") + + for name, correction_energy in [ + ("Int_Te_3_Unperturbed_1", 0.2974374231312522), + ("Int_Te_3_1", 0.3001740745077274), + ]: + print("Testing", name) + defect_calc_results = _make_calc_results(f"{self.CDTE_EXAMPLE_DIR}/{name}/vasp_ncl") + raw_efnv = make_efnv_correction( + +1, defect_calc_results, bulk_calc_results, self.cdte_dielectric + ) + + Te_i_ent = defect_entry_from_paths( + defect_path=f"{self.CDTE_EXAMPLE_DIR}/{name}/vasp_ncl", + bulk_path=self.CDTE_BULK_DATA_DIR, + dielectric=9.13, + charge_state=None if _potcars_available() else +1, # to allow testing on GH Actions + ) + + efnv_w_doped_site = make_efnv_correction( + +1, + defect_calc_results, + bulk_calc_results, + self.cdte_dielectric, + defect_coords=Te_i_ent.sc_defect_frac_coords, + ) + + assert np.isclose(raw_efnv.correction_energy, efnv_w_doped_site.correction_energy, atol=1e-3) + assert np.isclose(raw_efnv.correction_energy, sum(Te_i_ent.corrections.values()), atol=1e-3) + assert np.isclose(raw_efnv.correction_energy, correction_energy, atol=1e-3) + + efnv_w_fcked_site = make_efnv_correction( + +1, + defect_calc_results, + bulk_calc_results, + self.cdte_dielectric, + defect_coords=Te_i_ent.sc_defect_frac_coords + 0.1, # shifting to wrong defect site + # affects correction as expected (~0.02 eV = 7% in this case) + ) + assert not np.isclose(efnv_w_fcked_site.correction_energy, correction_energy, atol=1e-3) + assert np.isclose(efnv_w_fcked_site.correction_energy, correction_energy, atol=1e-1) + + +class DopedParsingFunctionsTestCase(unittest.TestCase): + def setUp(self): + self.data_dir = os.path.join(os.path.dirname(__file__), "data") + self.example_dir = os.path.join(os.path.dirname(__file__), "..", "examples") + self.prim_cdte = Structure.from_file(f"{self.example_dir}/CdTe/relaxed_primitive_POSCAR") + self.ytos_bulk_supercell = Structure.from_file(f"{self.example_dir}/YTOS/Bulk/POSCAR") + self.lmno_primitive = Structure.from_file(f"{self.data_dir}/Li2Mn3NiO8_POSCAR") + self.non_diagonal_ZnS = Structure.from_file(f"{self.data_dir}/non_diagonal_ZnS_supercell_POSCAR") + + # TODO: Try rattling the structures (and modifying symprec a little to test tolerance?) + + def test_defect_name_from_structures(self): + # by proxy also tests defect_from_structures + for struct in [ + self.prim_cdte, + self.ytos_bulk_supercell, + self.lmno_primitive, + self.non_diagonal_ZnS, + ]: + defect_gen = DefectsGenerator(struct) + for defect_entry in [entry for entry in defect_gen.values() if entry.charge_state == 0]: + print( + defect_from_structures(defect_entry.bulk_supercell, defect_entry.defect_supercell), + defect_entry.defect_supercell_site, + ) + assert defect_name_from_structures( + defect_entry.bulk_supercell, defect_entry.defect_supercell + ) == get_defect_name_from_defect(defect_entry.defect) + + # Can't use defect.structure/defect.defect_structure because might be vacancy in a 1/2 + # atom cell etc.: + # assert defect_name_from_structures( + # defect_entry.defect.structure, defect_entry.defect.defect_structure + # ) == get_defect_name_from_defect(defect_entry.defect) + + def tearDown(self): + if_present_rm("bulk_voronoi_nodes.json") + class ReorderedParsingTestCase(unittest.TestCase): """ @@ -928,7 +1140,7 @@ class ReorderedParsingTestCase(unittest.TestCase): def setUp(self): self.module_path = os.path.dirname(os.path.abspath(__file__)) - self.cdte_corrections_dir = os.path.join(self.module_path, "data/charge_correction_tests/CdTe") + self.cdte_corrections_dir = os.path.join(self.module_path, "data/CdTe_charge_correction_tests") self.v_Cd_m2_path = f"{self.cdte_corrections_dir}/v_Cd_-2_vasp_gam" self.cdte_dielectric = np.array([[9.13, 0, 0], [0.0, 9.13, 0], [0, 0, 9.13]]) # CdTe diff --git a/tests/test_corrections.py b/tests/test_corrections.py index f548ec79..ce966118 100644 --- a/tests/test_corrections.py +++ b/tests/test_corrections.py @@ -1,76 +1,33 @@ """ Test functions for getting freysoldt and kumagai corrections. -This uses tests originally written by the PyCDT ( +These tests are templated off those originally written by the PyCDT ( https://doi.org/10.1016/j.cpc.2018.01.004) -developers, -with some updates. +developers. """ import os -import tarfile -from shutil import copyfile +import unittest +from typing import Any, Dict +from unittest.mock import patch import matplotlib as mpl import numpy as np -from monty.tempfile import ScratchDir +import pytest from pymatgen.core.sites import PeriodicSite from pymatgen.entries.computed_entries import ComputedStructureEntry -from pymatgen.io.vasp import Locpot from pymatgen.util.testing import PymatgenTest +from test_vasp import _potcars_available +from doped import analysis from doped.core import DefectEntry, Vacancy -from doped.utils.corrections import ( - freysoldt_correction_from_paths, - get_correction_freysoldt, - get_correction_kumagai, - kumagai_correction_from_paths, -) - -test_files_dir = os.path.join(os.path.dirname(__file__), "data/charge_correction_tests") -mpl.use("Agg") # don't show interactive plots if testing from CLI locally +from doped.corrections import get_freysoldt_correction, get_kumagai_correction +from doped.utils.legacy_pmg.thermodynamics import DefectPhaseDiagram +mpl.use("Agg") # don't show interactive plots if testing from CLI locally -class FilePathCorrectionsTest(PymatgenTest): - def test_freysoldt_and_kumagai(self): - # create scratch directory with files.... - # having to do it all at once to minimize amount of time copying over to Scratch Directory - with ScratchDir("."): - # setup with fake Locpot object copied over - copyfile( - os.path.join(test_files_dir, "test_path_files.tar.gz"), - "./test_path_files.tar.gz", - ) - tar = tarfile.open("test_path_files.tar.gz") - tar.extractall() - tar.close() - blocpot = Locpot.from_file(os.path.join(test_files_dir, "bulk_LOCPOT.gz")) - blocpot.write_file("test_path_files/bulk/LOCPOT") - dlocpot = Locpot.from_file(os.path.join(test_files_dir, "defect_LOCPOT.gz")) - dlocpot.write_file("test_path_files/sub_1_Sb_on_Ga/charge_2/LOCPOT") - - fcc = freysoldt_correction_from_paths( - "test_path_files/sub_1_Sb_on_Ga/charge_2/", - "test_path_files/bulk/", - 18.12, - 2, - plot=True, - filename="test_freysoldt_correction", - ) - assert np.isclose(fcc, -1.4954476868106865, rtol=1e-5) # note this has been updated from the - # pycdt version, because there they used a `transformation.json` that gave an - # incorrect `initial_defect_structure` (corresponding to primitive rather than bulk) - assert os.path.exists("test_freysoldt_correction_x-axis.pdf") - - kcc = kumagai_correction_from_paths( - "test_path_files/sub_1_Sb_on_Ga/charge_2/", - "test_path_files/bulk/", - 18.12, - 2, - plot=True, - filename="test_kumagai_correction", - ) - assert np.isclose(kcc, 0.638776853061614, rtol=1e-5) - assert os.path.exists("test_kumagai_correction.pdf") +# for pytest-mpl: +module_path = os.path.dirname(os.path.abspath(__file__)) +data_dir = os.path.join(module_path, "data") class FiniteSizeChargeCorrectionTest(PymatgenTest): @@ -87,20 +44,18 @@ def setUp(self): ids = vac.defect_structure abc = struct.lattice.abc - axisdata = [np.arange(0.0, lattval, 0.2) for lattval in abc] - bldata = [np.array([1.0 for _ in np.arange(0.0, lattval, 0.2)]) for lattval in abc] - dldata = [ - np.array([(-1 - np.cos(2 * np.pi * u / lattval)) for u in np.arange(0.0, lattval, 0.2)]) - for lattval in abc - ] + bldata = { + i: np.array([1.0 for _ in np.arange(0.0, lattval, 0.2)]) for i, lattval in enumerate(abc) + } + dldata = { + i: np.array([(-1 - np.cos(2 * np.pi * u / lattval)) for u in np.arange(0.0, lattval, 0.2)]) + for i, lattval in enumerate(abc) + } # load necessary parameters for defect_entry to make use of Freysoldt and Kumagai corrections metadata = { - "axis_grid": axisdata, - "bulk_planar_averages": bldata, - "defect_planar_averages": dldata, - "defect_structure": ids, + "bulk_locpot_dict": bldata, + "defect_locpot_dict": dldata, "defect_frac_sc_coords": struct.sites[0].frac_coords, - "bulk_sc_structure": struct, } bulk_atomic_site_averages, defect_atomic_site_averages = [], [] defect_site_with_sc_lattice = PeriodicSite( @@ -131,15 +86,13 @@ def setUp(self): ) defect_atomic_site_averages.append(defect_site_val) - site_matching_indices = [[ind, ind - 1] for ind in range(len(struct.sites)) if ind != 0] - metadata.update( { - "bulk_atomic_site_averages": bulk_atomic_site_averages, - "defect_atomic_site_averages": defect_atomic_site_averages, - "site_matching_indices": site_matching_indices, + "bulk_site_potentials": -1 * np.array(bulk_atomic_site_averages), + "defect_site_potentials": -1 * np.array(defect_atomic_site_averages), } ) + self.defect_entry = DefectEntry( vac, charge_state=-3, @@ -147,23 +100,182 @@ def setUp(self): structure=ids, energy=0.0, # needs to be set, so set to 0.0 ), + bulk_entry=ComputedStructureEntry( + structure=struct, + energy=0.0, # needs to be set, so set to 0.0 + ), sc_defect_frac_coords=struct.sites[0].frac_coords, calculation_metadata=metadata, ) - def test_get_correction_freysoldt(self): - freyout = get_correction_freysoldt(self.defect_entry, self.dielectric, partflag="All", axis=None) - assert freyout == 5.445950368792991 + def test_get_freysoldt_correction(self): + fnv_corr_list = [get_freysoldt_correction(self.defect_entry, self.dielectric)] + fnv_corr_list.append(get_freysoldt_correction(self.defect_entry, self.dielectric, axis=0)) + fnv_corr_list.append(get_freysoldt_correction(self.defect_entry, self.dielectric, axis=2)) + fnv_corr_list.append( + get_freysoldt_correction(self.defect_entry, self.dielectric, axis=2, plot=True)[0] + ) + + for fnv_corr in fnv_corr_list: + assert np.isclose(fnv_corr.correction_energy, 5.445950368792991) + + # test verbose option: + with patch("builtins.print") as mock_print: + get_freysoldt_correction(self.defect_entry, self.dielectric, verbose=True) + mock_print.assert_called_once_with("Calculated Freysoldt (FNV) correction is 5.446 eV") + + with patch("builtins.print") as mock_print: + get_freysoldt_correction(self.defect_entry, self.dielectric, verbose=False) + mock_print.assert_not_called() + + def test_get_kumagai_correction(self): + efnv_corr_list = [get_kumagai_correction(self.defect_entry, self.dielectric)] + efnv_corr_list.append(get_kumagai_correction(self.defect_entry, self.dielectric, plot=True)[0]) + for efnv_corr in efnv_corr_list: + assert np.isclose(efnv_corr.correction_energy, 1.2651776920778381) + + # test verbose option: + with patch("builtins.print") as mock_print: + get_kumagai_correction(self.defect_entry, self.dielectric, verbose=True) + mock_print.assert_called_once_with("Calculated Kumagai (eFNV) correction is 1.265 eV") + + with patch("builtins.print") as mock_print: + get_kumagai_correction(self.defect_entry, self.dielectric, verbose=False) + mock_print.assert_not_called() + + +class CorrectionsPlottingTestCase(unittest.TestCase): + module_path: str + example_dir: str + cdte_example_dir: str + ytos_example_dir: str + cdte_bulk_data_dir: str + cdte_dielectric: np.ndarray + v_Cd_dict: Dict[Any, Any] + v_Cd_dpd: DefectPhaseDiagram + F_O_1_entry: DefectEntry + Te_i_2_ent: DefectEntry - freyout = get_correction_freysoldt( - self.defect_entry, self.dielectric, partflag="AllSplit", axis=None + @classmethod + def setUpClass(cls) -> None: + # prepare parsed defect data (from doped parsing example) + cls.module_path = os.path.dirname(os.path.abspath(__file__)) + cls.example_dir = os.path.join(cls.module_path, "../examples") + cls.cdte_example_dir = os.path.join(cls.module_path, "../examples/CdTe") + cls.ytos_example_dir = os.path.join(cls.module_path, "../examples/YTOS") + cls.cdte_bulk_data_dir = os.path.join(cls.cdte_example_dir, "CdTe_bulk/vasp_ncl") + cls.cdte_dielectric = np.array([[9.13, 0, 0], [0.0, 9.13, 0], [0, 0, 9.13]]) # CdTe + + cls.v_Cd_dict = {} # dictionary of parsed vacancy defect entries + + for i in os.listdir(cls.cdte_example_dir): # loops through the example directory + if "v_Cd" in i: # and parses folders that have "v_Cd" in their name + print(f"Parsing {i}...") + defect_path = f"{cls.cdte_example_dir}/{i}/vasp_ncl" + cls.v_Cd_dict[i] = analysis.defect_entry_from_paths( + defect_path, + cls.cdte_bulk_data_dir, + cls.cdte_dielectric, + charge_state=None if _potcars_available() else int(i.split("_")[-1]) # to allow + # testing on GH Actions (otherwise test auto-charge determination if POTCARs available + ) + + cls.v_Cd_dpd = analysis.dpd_from_defect_dict(cls.v_Cd_dict) + + cls.F_O_1_entry = analysis.defect_entry_from_paths( + defect_path=f"{cls.ytos_example_dir}/F_O_1", + bulk_path=f"{cls.ytos_example_dir}/Bulk", + dielectric=[40.7, 40.7, 25.2], + charge_state=None if _potcars_available() else 1 # to allow testing on GH Actions + # (otherwise test auto-charge determination if POTCARs available) ) - assert np.isclose(freyout[0], 0.975893, rtol=1e-5) - assert np.isclose(freyout[1], 4.4700573687929905, rtol=1e-5) - assert np.isclose(freyout[2], 5.445950368792991, rtol=1e-5) - - def test_get_correction_kumagai(self): - kumagaiout = get_correction_kumagai(self.defect_entry, self.dielectric, partflag="AllSplit") - assert np.isclose(kumagaiout[0], 0.9763991294314076, rtol=1e-5) - assert np.isclose(kumagaiout[1], 0.2579750033409367, rtol=1e-5) - assert np.isclose(kumagaiout[2], 1.2343741327723443, rtol=1e-5) + + cls.Te_i_2_ent = analysis.defect_entry_from_paths( + defect_path=f"{cls.cdte_example_dir}/Int_Te_3_2/vasp_ncl", + bulk_path=f"{cls.cdte_bulk_data_dir}", + dielectric=9.13, + charge_state=None if _potcars_available() else +2, # to allow testing on GH Actions + ) + + @pytest.mark.mpl_image_compare( + baseline_dir=f"{data_dir}/remote_baseline_plots", + filename="v_Cd_-2_FNV_plot.png", + style=f"{module_path}/../doped/utils/doped.mplstyle", + savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, + ) + def test_plot_freysoldt(self): + """ + Test FNV correction plotting. + """ + return get_freysoldt_correction(self.v_Cd_dict["v_Cd_-2"], 9.13, plot=True)[1] + + @pytest.mark.mpl_image_compare( + baseline_dir=f"{data_dir}/remote_baseline_plots", + filename="v_Cd_-2_FNV_plot_custom.png", + style=f"{module_path}/../doped/utils/doped.mplstyle", + savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, + ) + def test_plot_freysoldt_custom(self): + """ + Test FNV correction plotting, with customisation. + """ + from matplotlib.offsetbox import AnnotationBbox, OffsetImage + + _corr, fig = get_freysoldt_correction(self.v_Cd_dict["v_Cd_-2"], 9.13, plot=True) + + # add logo to fig: + doped_logo = mpl.pyplot.imread(f"{module_path}/../docs/doped_v2_logo.png") + im = OffsetImage(doped_logo, zoom=0.05) + ab = AnnotationBbox(im, (1, 0.3), xycoords="axes fraction", box_alignment=(1.1, -0.1)) + fig.gca().add_artist(ab) + + # now only show the c-axis subplot (which was the last axis and so has the logo) from the figure: + fig.axes[0].set_visible(False) + fig.axes[1].set_visible(False) + + return fig + + @pytest.mark.mpl_image_compare( + baseline_dir=f"{data_dir}/remote_baseline_plots", + filename="F_O_+1_eFNV_plot.png", + style=f"{module_path}/../doped/utils/doped.mplstyle", + savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, + ) + def test_plot_kumagai(self): + """ + Test eFNV correction plotting. + """ + mpl.pyplot.clf() + return get_kumagai_correction(self.F_O_1_entry, dielectric=[40.7, 40.7, 25.2], plot=True)[1] + + @pytest.mark.mpl_image_compare( + baseline_dir=f"{data_dir}/remote_baseline_plots", + filename="F_O_+1_eFNV_plot_custom.png", + style=f"{module_path}/../doped/utils/doped.mplstyle", + savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, + ) + def test_plot_kumagai_custom(self): + """ + Test eFNV correction plotting, with figure customisation. + """ + mpl.pyplot.clf() + _corr, fig = get_kumagai_correction(self.F_O_1_entry, dielectric=[40.7, 40.7, 25.2], plot=True) + # add shading to plot: + ax = fig.gca() + ax.axvspan(5, 100, alpha=0.2, color="yellow") + + return fig + + @pytest.mark.mpl_image_compare( + baseline_dir=f"{data_dir}/remote_baseline_plots", + filename="Te_i_+2_eFNV_plot.png", + style=f"{module_path}/../doped/utils/doped.mplstyle", + savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, + ) + def test_plot_kumagai_Te_i_2(self): + """ + Test eFNV correction plotting with Te_i^+2 (slightly trickier defect + case). + """ + mpl.pyplot.clf() + return self.Te_i_2_ent.get_kumagai_correction(plot=True)[1] diff --git a/tests/test_generation.py b/tests/test_generation.py index 4995550d..36c383b9 100644 --- a/tests/test_generation.py +++ b/tests/test_generation.py @@ -24,6 +24,7 @@ from pymatgen.core.structure import PeriodicSite, Structure from pymatgen.entries.computed_entries import ComputedStructureEntry from pymatgen.io.ase import AseAtomsAdaptor +from pymatgen.io.vasp import Poscar from pymatgen.symmetry.analyzer import SpacegroupAnalyzer from pymatgen.util.coord import pbc_diff @@ -197,32 +198,32 @@ def setUp(self): O_Mn [-6,-5,-4,-3,-2,-1,0] [0.121,0.129,0.625] 12d O_Ni [-4,-3,-2,-1,0] [0.625,0.625,0.625] 4b -Interstitials Guessed Charges Conv. Cell Coords Wyckoff ---------------- ----------------- ------------------- --------- -Li_i_C1_O1.72 [0,+1] [0.248,0.480,0.249] 24e -Li_i_C1_O1.78 [0,+1] [0.017,0.261,0.250] 24e -Li_i_C2_Li1.83 [0,+1] [0.077,0.125,0.173] 12d -Li_i_C2_Li1.84 [0,+1] [0.151,0.375,0.401] 12d -Li_i_C2_Li1.86 [0,+1] [0.086,0.375,0.336] 12d -Li_i_C3 [0,+1] [0.497,0.497,0.497] 8c -Mn_i_C1_O1.72 [0,+1,+2,+3,+4] [0.248,0.480,0.249] 24e -Mn_i_C1_O1.78 [0,+1,+2,+3,+4] [0.017,0.261,0.250] 24e -Mn_i_C2_Li1.83 [0,+1,+2,+3,+4] [0.077,0.125,0.173] 12d -Mn_i_C2_Li1.84 [0,+1,+2,+3,+4] [0.151,0.375,0.401] 12d -Mn_i_C2_Li1.86 [0,+1,+2,+3,+4] [0.086,0.375,0.336] 12d -Mn_i_C3 [0,+1,+2,+3,+4] [0.497,0.497,0.497] 8c -Ni_i_C1_O1.72 [0,+1,+2,+3,+4] [0.248,0.480,0.249] 24e -Ni_i_C1_O1.78 [0,+1,+2,+3,+4] [0.017,0.261,0.250] 24e -Ni_i_C2_Li1.83 [0,+1,+2,+3,+4] [0.077,0.125,0.173] 12d -Ni_i_C2_Li1.84 [0,+1,+2,+3,+4] [0.151,0.375,0.401] 12d -Ni_i_C2_Li1.86 [0,+1,+2,+3,+4] [0.086,0.375,0.336] 12d -Ni_i_C3 [0,+1,+2,+3,+4] [0.497,0.497,0.497] 8c -O_i_C1_O1.72 [-2,-1,0] [0.248,0.480,0.249] 24e -O_i_C1_O1.78 [-2,-1,0] [0.017,0.261,0.250] 24e -O_i_C2_Li1.83 [-2,-1,0] [0.077,0.125,0.173] 12d -O_i_C2_Li1.84 [-2,-1,0] [0.151,0.375,0.401] 12d -O_i_C2_Li1.86 [-2,-1,0] [0.086,0.375,0.336] 12d -O_i_C3 [-2,-1,0] [0.497,0.497,0.497] 8c +Interstitials Guessed Charges Conv. Cell Coords Wyckoff +------------------- ----------------- ------------------- --------- +Li_i_C1_O1.72 [0,+1] [0.248,0.480,0.249] 24e +Li_i_C1_O1.78 [0,+1] [0.017,0.261,0.250] 24e +Li_i_C2_Li1.84O1.84 [0,+1] [0.073,0.177,0.125] 12d +Li_i_C2_Li1.84O1.94 [0,+1] [0.151,0.375,0.401] 12d +Li_i_C2_Li1.86 [0,+1] [0.086,0.375,0.336] 12d +Li_i_C3 [0,+1] [0.497,0.497,0.497] 8c +Mn_i_C1_O1.72 [0,+1,+2,+3,+4] [0.248,0.480,0.249] 24e +Mn_i_C1_O1.78 [0,+1,+2,+3,+4] [0.017,0.261,0.250] 24e +Mn_i_C2_Li1.84O1.84 [0,+1,+2,+3,+4] [0.073,0.177,0.125] 12d +Mn_i_C2_Li1.84O1.94 [0,+1,+2,+3,+4] [0.151,0.375,0.401] 12d +Mn_i_C2_Li1.86 [0,+1,+2,+3,+4] [0.086,0.375,0.336] 12d +Mn_i_C3 [0,+1,+2,+3,+4] [0.497,0.497,0.497] 8c +Ni_i_C1_O1.72 [0,+1,+2,+3,+4] [0.248,0.480,0.249] 24e +Ni_i_C1_O1.78 [0,+1,+2,+3,+4] [0.017,0.261,0.250] 24e +Ni_i_C2_Li1.84O1.84 [0,+1,+2,+3,+4] [0.073,0.177,0.125] 12d +Ni_i_C2_Li1.84O1.94 [0,+1,+2,+3,+4] [0.151,0.375,0.401] 12d +Ni_i_C2_Li1.86 [0,+1,+2,+3,+4] [0.086,0.375,0.336] 12d +Ni_i_C3 [0,+1,+2,+3,+4] [0.497,0.497,0.497] 8c +O_i_C1_O1.72 [-2,-1,0] [0.248,0.480,0.249] 24e +O_i_C1_O1.78 [-2,-1,0] [0.017,0.261,0.250] 24e +O_i_C2_Li1.84O1.84 [-2,-1,0] [0.073,0.177,0.125] 12d +O_i_C2_Li1.84O1.94 [-2,-1,0] [0.151,0.375,0.401] 12d +O_i_C2_Li1.86 [-2,-1,0] [0.086,0.375,0.336] 12d +O_i_C3 [-2,-1,0] [0.497,0.497,0.497] 8c \n""" "The number in the Wyckoff label is the site multiplicity/degeneracy of that defect in the " "conventional ('conv.') unit cell, which comprises 4 formula unit(s) of Li2Mn3NiO8.\n" @@ -473,121 +474,121 @@ def setUp(self): self.N_diamond_defect_gen_info = ( """Vacancies Guessed Charges Conv. Cell Coords Wyckoff ------------------------ ----------------- ------------------- --------- -v_C_C1_C1.54C2.52C2.95a [-1,0,+1] [0.167,0.167,0.056] 18c -v_C_C1_C1.54C2.52C2.95b [-1,0,+1] [0.167,0.167,0.139] 18c -v_C_C1_C1.54C2.52C2.95c [-1,0,+1] [0.056,0.278,0.278] 18c -v_C_C1_C1.54C2.52C2.95d [-1,0,+1] [0.167,0.167,0.389] 18c -v_C_C1_C1.54C2.52C2.95e [-1,0,+1] [0.333,0.333,0.056] 18c -v_C_C1_C1.54C2.52C2.95f [-1,0,+1] [0.333,0.333,0.139] 18c -v_C_C1_C1.54C2.52C2.95g [-1,0,+1] [0.389,0.278,0.278] 18c -v_C_C1_C1.54C2.52C2.95h [-1,0,+1] [0.167,0.167,0.722] 18c -v_C_C1_C1.54C2.52C2.95i [-1,0,+1] [0.167,0.167,0.806] 18c -v_C_C1_C1.54C2.52C2.95j [-1,0,+1] [0.056,0.278,0.028] 18c -v_C_C1_C1.54C2.52C2.95k [-1,0,+1] [0.278,0.055,0.167] 18c -v_C_C1_C1.54C2.52C2.95l [-1,0,+1] [0.278,0.056,0.250] 18c -v_C_C1_C1.54C2.52C2.95m [-1,0,+1] [0.389,0.111,0.028] 18c -v_C_C1_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.389,0.167] 18c -v_C_C1_C1.54C2.52C2.95o [-1,0,+1] [0.056,0.444,0.028] 18c -v_C_C1_C1.54C2.52C2.95p [-1,0,+1] [0.111,0.389,0.250] 18c -v_C_C1_C1.54C2.52C2.95q [-1,0,+1] [0.445,0.056,0.167] 18c -v_C_C1_C1.54C2.52C2.95r [-1,0,+1] [0.445,0.056,0.250] 18c -v_C_C1_C1.54C2.52C2.95s [-1,0,+1] [0.056,0.445,0.278] 18c -v_C_C1_C1.54C2.52N2.52 [-1,0,+1] [0.167,0.167,0.472] 18c -v_C_C3v_C1.54C2.52C2.95a [-1,0,+1] [0.000,0.000,0.056] 3a -v_C_C3v_C1.54C2.52C2.95b [-1,0,+1] [0.000,0.000,0.139] 3a -v_C_C3v_C1.54C2.52C2.95c [-1,0,+1] [0.000,0.000,0.722] 3a -v_C_C3v_C1.54C2.52C2.95d [-1,0,+1] [0.000,0.000,0.806] 3a -v_C_C3v_C1.54N1.54 [-1,0,+1] [0.000,0.000,0.389] 3a -v_C_Cs_C1.54C2.52C2.95a [-1,0,+1] [0.556,0.278,0.278] 9b -v_C_Cs_C1.54C2.52C2.95b [-1,0,+1] [0.500,0.500,0.056] 9b -v_C_Cs_C1.54C2.52C2.95c [-1,0,+1] [0.500,0.500,0.139] 9b -v_C_Cs_C1.54C2.52C2.95d [-1,0,+1] [0.500,0.500,0.389] 9b -v_C_Cs_C1.54C2.52C2.95e [-1,0,+1] [0.500,0.500,0.472] 9b -v_C_Cs_C1.54C2.52C2.95f [-1,0,+1] [0.500,0.500,0.722] 9b -v_C_Cs_C1.54C2.52C2.95g [-1,0,+1] [0.500,0.500,0.806] 9b -v_C_Cs_C1.54C2.52C2.95h [-1,0,+1] [0.056,0.111,0.028] 9b -v_C_Cs_C1.54C2.52C2.95i [-1,0,+1] [0.111,0.056,0.167] 9b -v_C_Cs_C1.54C2.52C2.95j [-1,0,+1] [0.222,0.111,0.028] 9b -v_C_Cs_C1.54C2.52C2.95k [-1,0,+1] [0.111,0.056,0.250] 9b -v_C_Cs_C1.54C2.52C2.95l [-1,0,+1] [0.111,0.222,0.167] 9b -v_C_Cs_C1.54C2.52C2.95m [-1,0,+1] [0.056,0.111,0.278] 9b -v_C_Cs_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.222,0.250] 9b -v_C_Cs_C1.54C2.52C2.95o [-1,0,+1] [0.222,0.111,0.278] 9b -v_C_Cs_C1.54C2.52C2.95p [-1,0,+1] [0.222,0.111,0.361] 9b -v_C_Cs_C1.54C2.52C2.95q [-1,0,+1] [0.444,0.222,0.167] 9b -v_C_Cs_C1.54C2.52C2.95r [-1,0,+1] [0.444,0.222,0.250] 9b -v_C_Cs_C1.54C2.52C2.95s [-1,0,+1] [0.111,0.222,0.500] 9b -v_C_Cs_C1.54C2.52C2.95t [-1,0,+1] [0.556,0.111,0.028] 9b -v_C_Cs_C1.54C2.52C2.95u [-1,0,+1] [0.222,0.445,0.278] 9b -v_C_Cs_C1.54C2.52C2.95v [-1,0,+1] [0.111,0.555,0.250] 9b -v_C_Cs_C1.54C2.52C2.95w [-1,0,+1] [0.556,0.278,0.028] 9b -v_C_Cs_C1.54C2.52C2.95x [-1,0,+1] [0.056,0.111,0.611] 9b -v_C_Cs_C1.54C2.52C2.95y [-1,0,+1] [0.556,0.111,0.278] 9b -v_C_Cs_C1.54C2.52C2.95z [-1,0,+1] [0.611,0.222,0.167] 9b -v_C_Cs_C1.54C2.52C2.95{ [-1,0,+1] [0.611,0.222,0.250] 9b -v_C_Cs_C1.54C2.52N2.52a [-1,0,+1] [0.056,0.111,0.361] 9b -v_C_Cs_C1.54C2.52N2.52b [-1,0,+1] [0.111,0.056,0.583] 9b -v_C_Cs_C1.54N1.54 [-1,0,+1] [0.111,0.056,0.500] 9b -v_N [-1,0,+1] [0.000,0.000,0.472] 3a +v_C_C1_C1.54C2.52C2.95a [-1,0,+1] [0.167,0.167,0.028] 18c +v_C_C1_C1.54C2.52C2.95b [-1,0,+1] [0.167,0.167,0.111] 18c +v_C_C1_C1.54C2.52C2.95c [-1,0,+1] [0.278,0.222,0.222] 18c +v_C_C1_C1.54C2.52C2.95d [-1,0,+1] [0.333,0.333,0.028] 18c +v_C_C1_C1.54C2.52C2.95e [-1,0,+1] [0.333,0.333,0.111] 18c +v_C_C1_C1.54C2.52C2.95f [-1,0,+1] [0.167,0.167,0.444] 18c +v_C_C1_C1.54C2.52C2.95g [-1,0,+1] [0.167,0.167,0.694] 18c +v_C_C1_C1.54C2.52C2.95h [-1,0,+1] [0.167,0.167,0.778] 18c +v_C_C1_C1.54C2.52C2.95i [-1,0,+1] [0.056,0.278,0.000] 18c +v_C_C1_C1.54C2.52C2.95j [-1,0,+1] [0.278,0.056,0.139] 18c +v_C_C1_C1.54C2.52C2.95k [-1,0,+1] [0.056,0.278,0.250] 18c +v_C_C1_C1.54C2.52C2.95l [-1,0,+1] [0.389,0.111,0.000] 18c +v_C_C1_C1.54C2.52C2.95m [-1,0,+1] [0.111,0.389,0.139] 18c +v_C_C1_C1.54C2.52C2.95n [-1,0,+1] [0.056,0.278,0.333] 18c +v_C_C1_C1.54C2.52C2.95o [-1,0,+1] [0.111,0.389,0.222] 18c +v_C_C1_C1.54C2.52C2.95p [-1,0,+1] [0.445,0.056,0.139] 18c +v_C_C1_C1.54C2.52C2.95q [-1,0,+1] [0.389,0.111,0.250] 18c +v_C_C1_C1.54C2.52C2.95r [-1,0,+1] [0.445,0.056,0.222] 18c +v_C_C1_C1.54C2.52C2.95s [-1,0,+1] [0.056,0.444,0.250] 18c +v_C_C1_C1.54C2.52N2.52 [-1,0,+1] [0.167,0.167,0.361] 18c +v_C_C3v_C1.54C2.52C2.95a [-1,0,+1] [0.000,0.000,0.028] 3a +v_C_C3v_C1.54C2.52C2.95b [-1,0,+1] [0.000,0.000,0.111] 3a +v_C_C3v_C1.54C2.52C2.95c [-1,0,+1] [0.000,0.000,0.694] 3a +v_C_C3v_C1.54C2.52C2.95d [-1,0,+1] [0.000,0.000,0.778] 3a +v_C_C3v_C1.54N1.54 [-1,0,+1] [0.000,0.000,0.444] 3a +v_C_Cs_C1.54C2.52C2.95a [-1,0,+1] [0.111,0.222,0.222] 9b +v_C_Cs_C1.54C2.52C2.95b [-1,0,+1] [0.444,0.222,0.222] 9b +v_C_Cs_C1.54C2.52C2.95c [-1,0,+1] [0.611,0.222,0.222] 9b +v_C_Cs_C1.54C2.52C2.95d [-1,0,+1] [0.500,0.500,0.028] 9b +v_C_Cs_C1.54C2.52C2.95e [-1,0,+1] [0.500,0.500,0.111] 9b +v_C_Cs_C1.54C2.52C2.95f [-1,0,+1] [0.500,0.500,0.361] 9b +v_C_Cs_C1.54C2.52C2.95g [-1,0,+1] [0.500,0.500,0.444] 9b +v_C_Cs_C1.54C2.52C2.95h [-1,0,+1] [0.500,0.500,0.695] 9b +v_C_Cs_C1.54C2.52C2.95i [-1,0,+1] [0.500,0.500,0.778] 9b +v_C_Cs_C1.54C2.52C2.95j [-1,0,+1] [0.055,0.111,0.000] 9b +v_C_Cs_C1.54C2.52C2.95k [-1,0,+1] [0.111,0.056,0.139] 9b +v_C_Cs_C1.54C2.52C2.95l [-1,0,+1] [0.222,0.111,0.000] 9b +v_C_Cs_C1.54C2.52C2.95m [-1,0,+1] [0.111,0.056,0.222] 9b +v_C_Cs_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.222,0.139] 9b +v_C_Cs_C1.54C2.52C2.95o [-1,0,+1] [0.222,0.111,0.250] 9b +v_C_Cs_C1.54C2.52C2.95p [-1,0,+1] [0.222,0.111,0.333] 9b +v_C_Cs_C1.54C2.52C2.95q [-1,0,+1] [0.444,0.222,0.139] 9b +v_C_Cs_C1.54C2.52C2.95r [-1,0,+1] [0.111,0.222,0.472] 9b +v_C_Cs_C1.54C2.52C2.95s [-1,0,+1] [0.222,0.444,0.250] 9b +v_C_Cs_C1.54C2.52C2.95t [-1,0,+1] [0.555,0.111,0.000] 9b +v_C_Cs_C1.54C2.52C2.95u [-1,0,+1] [0.111,0.056,0.555] 9b +v_C_Cs_C1.54C2.52C2.95v [-1,0,+1] [0.056,0.111,0.583] 9b +v_C_Cs_C1.54C2.52C2.95w [-1,0,+1] [0.111,0.555,0.222] 9b +v_C_Cs_C1.54C2.52C2.95x [-1,0,+1] [0.556,0.111,0.250] 9b +v_C_Cs_C1.54C2.52C2.95y [-1,0,+1] [0.555,0.278,0.000] 9b +v_C_Cs_C1.54C2.52C2.95z [-1,0,+1] [0.611,0.222,0.139] 9b +v_C_Cs_C1.54C2.52C2.95{ [-1,0,+1] [0.555,0.278,0.250] 9b +v_C_Cs_C1.54C2.52N2.52a [-1,0,+1] [0.056,0.111,0.250] 9b +v_C_Cs_C1.54C2.52N2.52b [-1,0,+1] [0.111,0.056,0.472] 9b +v_C_Cs_C1.54N1.54 [-1,0,+1] [0.056,0.111,0.333] 9b +v_N [-1,0,+1] [0.000,0.000,0.361] 3a Substitutions Guessed Charges Conv. Cell Coords Wyckoff ------------------------ ----------------- ------------------- --------- -C_N [-1,0,+1] [0.000,0.000,0.472] 3a -N_C_C1_C1.54C2.52C2.95a [-1,0,+1] [0.167,0.167,0.056] 18c -N_C_C1_C1.54C2.52C2.95b [-1,0,+1] [0.167,0.167,0.139] 18c -N_C_C1_C1.54C2.52C2.95c [-1,0,+1] [0.056,0.278,0.278] 18c -N_C_C1_C1.54C2.52C2.95d [-1,0,+1] [0.167,0.167,0.389] 18c -N_C_C1_C1.54C2.52C2.95e [-1,0,+1] [0.333,0.333,0.056] 18c -N_C_C1_C1.54C2.52C2.95f [-1,0,+1] [0.333,0.333,0.139] 18c -N_C_C1_C1.54C2.52C2.95g [-1,0,+1] [0.389,0.278,0.278] 18c -N_C_C1_C1.54C2.52C2.95h [-1,0,+1] [0.167,0.167,0.722] 18c -N_C_C1_C1.54C2.52C2.95i [-1,0,+1] [0.167,0.167,0.806] 18c -N_C_C1_C1.54C2.52C2.95j [-1,0,+1] [0.056,0.278,0.028] 18c -N_C_C1_C1.54C2.52C2.95k [-1,0,+1] [0.278,0.055,0.167] 18c -N_C_C1_C1.54C2.52C2.95l [-1,0,+1] [0.278,0.056,0.250] 18c -N_C_C1_C1.54C2.52C2.95m [-1,0,+1] [0.389,0.111,0.028] 18c -N_C_C1_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.389,0.167] 18c -N_C_C1_C1.54C2.52C2.95o [-1,0,+1] [0.056,0.444,0.028] 18c -N_C_C1_C1.54C2.52C2.95p [-1,0,+1] [0.111,0.389,0.250] 18c -N_C_C1_C1.54C2.52C2.95q [-1,0,+1] [0.445,0.056,0.167] 18c -N_C_C1_C1.54C2.52C2.95r [-1,0,+1] [0.445,0.056,0.250] 18c -N_C_C1_C1.54C2.52C2.95s [-1,0,+1] [0.056,0.445,0.278] 18c -N_C_C1_C1.54C2.52N2.52 [-1,0,+1] [0.167,0.167,0.472] 18c -N_C_C3v_C1.54C2.52C2.95a [-1,0,+1] [0.000,0.000,0.056] 3a -N_C_C3v_C1.54C2.52C2.95b [-1,0,+1] [0.000,0.000,0.139] 3a -N_C_C3v_C1.54C2.52C2.95c [-1,0,+1] [0.000,0.000,0.722] 3a -N_C_C3v_C1.54C2.52C2.95d [-1,0,+1] [0.000,0.000,0.806] 3a -N_C_C3v_C1.54N1.54 [-1,0,+1] [0.000,0.000,0.389] 3a -N_C_Cs_C1.54C2.52C2.95a [-1,0,+1] [0.556,0.278,0.278] 9b -N_C_Cs_C1.54C2.52C2.95b [-1,0,+1] [0.500,0.500,0.056] 9b -N_C_Cs_C1.54C2.52C2.95c [-1,0,+1] [0.500,0.500,0.139] 9b -N_C_Cs_C1.54C2.52C2.95d [-1,0,+1] [0.500,0.500,0.389] 9b -N_C_Cs_C1.54C2.52C2.95e [-1,0,+1] [0.500,0.500,0.472] 9b -N_C_Cs_C1.54C2.52C2.95f [-1,0,+1] [0.500,0.500,0.722] 9b -N_C_Cs_C1.54C2.52C2.95g [-1,0,+1] [0.500,0.500,0.806] 9b -N_C_Cs_C1.54C2.52C2.95h [-1,0,+1] [0.056,0.111,0.028] 9b -N_C_Cs_C1.54C2.52C2.95i [-1,0,+1] [0.111,0.056,0.167] 9b -N_C_Cs_C1.54C2.52C2.95j [-1,0,+1] [0.222,0.111,0.028] 9b -N_C_Cs_C1.54C2.52C2.95k [-1,0,+1] [0.111,0.056,0.250] 9b -N_C_Cs_C1.54C2.52C2.95l [-1,0,+1] [0.111,0.222,0.167] 9b -N_C_Cs_C1.54C2.52C2.95m [-1,0,+1] [0.056,0.111,0.278] 9b -N_C_Cs_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.222,0.250] 9b -N_C_Cs_C1.54C2.52C2.95o [-1,0,+1] [0.222,0.111,0.278] 9b -N_C_Cs_C1.54C2.52C2.95p [-1,0,+1] [0.222,0.111,0.361] 9b -N_C_Cs_C1.54C2.52C2.95q [-1,0,+1] [0.444,0.222,0.167] 9b -N_C_Cs_C1.54C2.52C2.95r [-1,0,+1] [0.444,0.222,0.250] 9b -N_C_Cs_C1.54C2.52C2.95s [-1,0,+1] [0.111,0.222,0.500] 9b -N_C_Cs_C1.54C2.52C2.95t [-1,0,+1] [0.556,0.111,0.028] 9b -N_C_Cs_C1.54C2.52C2.95u [-1,0,+1] [0.222,0.445,0.278] 9b -N_C_Cs_C1.54C2.52C2.95v [-1,0,+1] [0.111,0.555,0.250] 9b -N_C_Cs_C1.54C2.52C2.95w [-1,0,+1] [0.556,0.278,0.028] 9b -N_C_Cs_C1.54C2.52C2.95x [-1,0,+1] [0.056,0.111,0.611] 9b -N_C_Cs_C1.54C2.52C2.95y [-1,0,+1] [0.556,0.111,0.278] 9b -N_C_Cs_C1.54C2.52C2.95z [-1,0,+1] [0.611,0.222,0.167] 9b -N_C_Cs_C1.54C2.52C2.95{ [-1,0,+1] [0.611,0.222,0.250] 9b -N_C_Cs_C1.54C2.52N2.52a [-1,0,+1] [0.056,0.111,0.361] 9b -N_C_Cs_C1.54C2.52N2.52b [-1,0,+1] [0.111,0.056,0.583] 9b -N_C_Cs_C1.54N1.54 [-1,0,+1] [0.111,0.056,0.500] 9b +C_N [-1,0,+1] [0.000,0.000,0.361] 3a +N_C_C1_C1.54C2.52C2.95a [-1,0,+1] [0.167,0.167,0.028] 18c +N_C_C1_C1.54C2.52C2.95b [-1,0,+1] [0.167,0.167,0.111] 18c +N_C_C1_C1.54C2.52C2.95c [-1,0,+1] [0.278,0.222,0.222] 18c +N_C_C1_C1.54C2.52C2.95d [-1,0,+1] [0.333,0.333,0.028] 18c +N_C_C1_C1.54C2.52C2.95e [-1,0,+1] [0.333,0.333,0.111] 18c +N_C_C1_C1.54C2.52C2.95f [-1,0,+1] [0.167,0.167,0.444] 18c +N_C_C1_C1.54C2.52C2.95g [-1,0,+1] [0.167,0.167,0.694] 18c +N_C_C1_C1.54C2.52C2.95h [-1,0,+1] [0.167,0.167,0.778] 18c +N_C_C1_C1.54C2.52C2.95i [-1,0,+1] [0.056,0.278,0.000] 18c +N_C_C1_C1.54C2.52C2.95j [-1,0,+1] [0.278,0.056,0.139] 18c +N_C_C1_C1.54C2.52C2.95k [-1,0,+1] [0.056,0.278,0.250] 18c +N_C_C1_C1.54C2.52C2.95l [-1,0,+1] [0.389,0.111,0.000] 18c +N_C_C1_C1.54C2.52C2.95m [-1,0,+1] [0.111,0.389,0.139] 18c +N_C_C1_C1.54C2.52C2.95n [-1,0,+1] [0.056,0.278,0.333] 18c +N_C_C1_C1.54C2.52C2.95o [-1,0,+1] [0.111,0.389,0.222] 18c +N_C_C1_C1.54C2.52C2.95p [-1,0,+1] [0.445,0.056,0.139] 18c +N_C_C1_C1.54C2.52C2.95q [-1,0,+1] [0.389,0.111,0.250] 18c +N_C_C1_C1.54C2.52C2.95r [-1,0,+1] [0.445,0.056,0.222] 18c +N_C_C1_C1.54C2.52C2.95s [-1,0,+1] [0.056,0.444,0.250] 18c +N_C_C1_C1.54C2.52N2.52 [-1,0,+1] [0.167,0.167,0.361] 18c +N_C_C3v_C1.54C2.52C2.95a [-1,0,+1] [0.000,0.000,0.028] 3a +N_C_C3v_C1.54C2.52C2.95b [-1,0,+1] [0.000,0.000,0.111] 3a +N_C_C3v_C1.54C2.52C2.95c [-1,0,+1] [0.000,0.000,0.694] 3a +N_C_C3v_C1.54C2.52C2.95d [-1,0,+1] [0.000,0.000,0.778] 3a +N_C_C3v_C1.54N1.54 [-1,0,+1] [0.000,0.000,0.444] 3a +N_C_Cs_C1.54C2.52C2.95a [-1,0,+1] [0.111,0.222,0.222] 9b +N_C_Cs_C1.54C2.52C2.95b [-1,0,+1] [0.444,0.222,0.222] 9b +N_C_Cs_C1.54C2.52C2.95c [-1,0,+1] [0.611,0.222,0.222] 9b +N_C_Cs_C1.54C2.52C2.95d [-1,0,+1] [0.500,0.500,0.028] 9b +N_C_Cs_C1.54C2.52C2.95e [-1,0,+1] [0.500,0.500,0.111] 9b +N_C_Cs_C1.54C2.52C2.95f [-1,0,+1] [0.500,0.500,0.361] 9b +N_C_Cs_C1.54C2.52C2.95g [-1,0,+1] [0.500,0.500,0.444] 9b +N_C_Cs_C1.54C2.52C2.95h [-1,0,+1] [0.500,0.500,0.695] 9b +N_C_Cs_C1.54C2.52C2.95i [-1,0,+1] [0.500,0.500,0.778] 9b +N_C_Cs_C1.54C2.52C2.95j [-1,0,+1] [0.055,0.111,0.000] 9b +N_C_Cs_C1.54C2.52C2.95k [-1,0,+1] [0.111,0.056,0.139] 9b +N_C_Cs_C1.54C2.52C2.95l [-1,0,+1] [0.222,0.111,0.000] 9b +N_C_Cs_C1.54C2.52C2.95m [-1,0,+1] [0.111,0.056,0.222] 9b +N_C_Cs_C1.54C2.52C2.95n [-1,0,+1] [0.111,0.222,0.139] 9b +N_C_Cs_C1.54C2.52C2.95o [-1,0,+1] [0.222,0.111,0.250] 9b +N_C_Cs_C1.54C2.52C2.95p [-1,0,+1] [0.222,0.111,0.333] 9b +N_C_Cs_C1.54C2.52C2.95q [-1,0,+1] [0.444,0.222,0.139] 9b +N_C_Cs_C1.54C2.52C2.95r [-1,0,+1] [0.111,0.222,0.472] 9b +N_C_Cs_C1.54C2.52C2.95s [-1,0,+1] [0.222,0.444,0.250] 9b +N_C_Cs_C1.54C2.52C2.95t [-1,0,+1] [0.555,0.111,0.000] 9b +N_C_Cs_C1.54C2.52C2.95u [-1,0,+1] [0.111,0.056,0.555] 9b +N_C_Cs_C1.54C2.52C2.95v [-1,0,+1] [0.056,0.111,0.583] 9b +N_C_Cs_C1.54C2.52C2.95w [-1,0,+1] [0.111,0.555,0.222] 9b +N_C_Cs_C1.54C2.52C2.95x [-1,0,+1] [0.556,0.111,0.250] 9b +N_C_Cs_C1.54C2.52C2.95y [-1,0,+1] [0.555,0.278,0.000] 9b +N_C_Cs_C1.54C2.52C2.95z [-1,0,+1] [0.611,0.222,0.139] 9b +N_C_Cs_C1.54C2.52C2.95{ [-1,0,+1] [0.555,0.278,0.250] 9b +N_C_Cs_C1.54C2.52N2.52a [-1,0,+1] [0.056,0.111,0.250] 9b +N_C_Cs_C1.54C2.52N2.52b [-1,0,+1] [0.111,0.056,0.472] 9b +N_C_Cs_C1.54N1.54 [-1,0,+1] [0.056,0.111,0.333] 9b \n""" "The number in the Wyckoff label is the site multiplicity/degeneracy of that defect in the " "conventional ('conv.') unit cell, which comprises 3 formula unit(s) of C215N.\n" @@ -600,6 +601,49 @@ def setUp(self): self.ag2se = Structure.from_file(f"{self.data_dir}/Ag2Se_POSCAR") self.sb2si2te6 = Structure.from_file(f"{self.data_dir}/Sb2Si2Te6_POSCAR") + self.sb2si2te6_defect_gen_info = ( + """Vacancies Guessed Charges Conv. Cell Coords Wyckoff +----------- ------------------ ------------------- --------- +v_Si [-4,-3,-2,-1,0,+1] [0.000,0.000,0.445] 6c +v_Sb [-2,-1,0,+1] [0.000,0.000,0.166] 6c +v_Te [-1,0,+1,+2] [0.335,0.003,0.073] 18f + +Substitutions Guessed Charges Conv. Cell Coords Wyckoff +--------------- --------------------------- ------------------- --------- +Si_Sb [0,+1,+2] [0.000,0.000,0.166] 6c +Si_Te [-2,-1,0,+1,+2,+3,+4,+5,+6] [0.335,0.003,0.073] 18f +Sb_Si [-7,-6,-5,-4,-3,-2,-1,0,+1] [0.000,0.000,0.445] 6c +Sb_Te [-1,0,+1,+2,+3,+4,+5,+6,+7] [0.335,0.003,0.073] 18f +Te_Si [-6,-5,-4,-3,-2,-1,0,+1,+2] [0.000,0.000,0.445] 6c +Te_Sb [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.166] 6c + +Interstitials Guessed Charges Conv. Cell Coords Wyckoff +--------------- --------------------------- ------------------- --------- +Si_i_C1_Si2.20 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.179,0.359,0.167] 18f +Si_i_C1_Si2.43 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.341,0.341,0.458] 18f +Si_i_C1_Te2.44 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.001,0.336,0.289] 18f +Si_i_C3_Si2.64 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.318] 6c +Si_i_C3i_Te2.81 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.000] 3a +Sb_i_C1_Si2.20 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.179,0.359,0.167] 18f +Sb_i_C1_Si2.43 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.341,0.341,0.458] 18f +Sb_i_C1_Te2.44 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.001,0.336,0.289] 18f +Sb_i_C3_Si2.64 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.000,0.000,0.318] 6c +Sb_i_C3i_Te2.81 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.000,0.000,0.000] 3a +Te_i_C1_Si2.20 [-2,-1,0,+1,+2,+3,+4] [0.179,0.359,0.167] 18f +Te_i_C1_Si2.43 [-2,-1,0,+1,+2,+3,+4] [0.341,0.341,0.458] 18f +Te_i_C1_Te2.44 [-2,-1,0,+1,+2,+3,+4] [0.001,0.336,0.289] 18f +Te_i_C3_Si2.64 [-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.318] 6c +Te_i_C3i_Te2.81 [-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.000] 3a +\n""" + "The number in the Wyckoff label is the site multiplicity/degeneracy of that defect " + "in the conventional ('conv.') unit cell, which comprises 6 formula unit(s) of " + "SiSbTe3.\n" + "Note that Wyckoff letters can depend on the ordering of elements in the " + "conventional standard structure, for which doped uses the spglib convention." + ) + + self.sqs_agsbte2 = Structure.from_file(f"{self.data_dir}/AgSbTe2_SQS_POSCAR") + def _save_defect_gen_jsons(self, defect_gen): defect_gen.to_json("test.json") dumpfn(defect_gen, "test_defect_gen.json") @@ -652,6 +696,20 @@ def _general_defect_gen_check(self, defect_gen, charge_states_removed=False): defect_entry_name in defect_gen for defect_entry_name in defect_gen.defect_entries # __contains__() ) + # test no unwanted structure reordering + if not np.allclose(defect_gen.supercell_matrix, np.eye(3), atol=1e-3): # if input structure is + # unordered and used as supercell, then primitive_structure and bulk_supercell attributes + # can be unordered, fine as not directly used for POSCAR file generation + for structure in [ + # defect_gen.structure, # input structure can be unordered, fine as not directly used for + # POSCAR file generation + defect_gen.primitive_structure, + defect_gen.conventional_structure, + defect_gen.bulk_supercell, + ]: + assert len(Poscar(structure).site_symbols) == len( + set(Poscar(structure).site_symbols) + ) # no duplicates assert all(defect.defect_type == DefectType.Vacancy for defect in defect_gen.defects["vacancies"]) if "substitutions" in defect_gen.defects: @@ -680,6 +738,17 @@ def _general_defect_gen_check(self, defect_gen, charge_states_removed=False): defect.defect_structure.lattice.matrix, defect_gen.primitive_structure.lattice.matrix, ) + # test no unwanted structure reordering + if not np.allclose(defect_gen.supercell_matrix, np.eye(3), atol=1e-3): + for structure in [ + defect.structure, + # defect.defect_structure, # defect structure can have reordered structure, + # fine as not used for POSCAR file generation + defect.conventional_structure, + ]: + assert len(Poscar(structure).site_symbols) == len( + set(Poscar(structure).site_symbols) + ) # no duplicates for defect_name, defect_entry in defect_gen.defect_entries.items(): self._check_defect_entry(defect_entry, defect_name, defect_gen, charge_states_removed) @@ -694,6 +763,10 @@ def _check_defect_entry(self, defect_entry, defect_name, defect_gen, charge_stat assert defect_entry.wyckoff assert defect_entry.defect assert defect_entry.defect.wyckoff == defect_entry.wyckoff + # Commenting out as confirmed works but slows down tests (tested anyway with the defect_gen + # outputs): + # assert get_defect_name_from_entry(defect_entry) == get_defect_name_from_defect( + # defect_entry.defect) assert np.isclose( defect_entry.defect.conv_cell_frac_coords, defect_entry.conv_cell_frac_coords ).all() @@ -713,6 +786,17 @@ def _check_defect_entry(self, defect_entry, defect_name, defect_gen, charge_stat defect_entry.defect.conventional_structure.lattice.matrix, reoriented_conv_structure.lattice.matrix, ) + # test no unwanted structure reordering + for structure in [ + defect_entry.defect_supercell, + defect_entry.bulk_supercell, + defect_entry.sc_entry.structure, + defect_entry.conventional_structure, + ]: + assert len(Poscar(structure).site_symbols) == len( + set(Poscar(structure).site_symbols) + ) # no duplicates + # get minimum distance of defect_entry.conv_cell_frac_coords to any site in # defect_entry.conventional_structure distance_matrix = np.linalg.norm( @@ -802,7 +886,7 @@ def _check_defect_entry(self, defect_entry, defect_name, defect_gen, charge_stat charge_state = charge_state_dict["input_parameters"]["charge_state"] try: assert np.isclose( - np.product(list(charge_state_dict["probability_factors"].values())), + np.prod(list(charge_state_dict["probability_factors"].values())), charge_state_dict["probability"], ) except AssertionError as e: @@ -841,6 +925,12 @@ def _random_equiv_supercell_sites_check(self, defect_entry): distance_matrix = defect_entry.defect_supercell.distance_matrix min_dist = min(distance_matrix[distance_matrix > 0.01]) print(min_dist) + + min_dist_in_bulk = min( # account for rare case where defect introduction _increases_ the + # minimum atomic distance (e.g. vacancy in defect supercell that had an interstitial) + defect_entry.bulk_supercell.distance_matrix[defect_entry.bulk_supercell.distance_matrix > 0.01] + ) + for equiv_defect_supercell_site in defect_entry.equivalent_supercell_sites: new_defect_structure = defect_entry.bulk_supercell.copy() new_defect_structure.append( @@ -849,7 +939,9 @@ def _random_equiv_supercell_sites_check(self, defect_entry): distance_matrix = new_defect_structure.distance_matrix equiv_min_dist = min(distance_matrix[distance_matrix > 0.01]) print(equiv_min_dist) - assert np.isclose(min_dist, equiv_min_dist, atol=0.01) + assert np.isclose(min_dist, equiv_min_dist, atol=0.01) or np.isclose( + min_dist_in_bulk, equiv_min_dist, atol=0.01 + ) def _check_editing_defect_gen(self, random_defect_entry_name, defect_gen): assert ( @@ -887,22 +979,18 @@ def _generate_and_test_no_warnings(self, structure, min_image_distance=None, **k sys.stdout = StringIO() # Redirect standard output to a stringIO object. try: with warnings.catch_warnings(record=True) as w: - warnings.simplefilter("always") + warnings.resetwarnings() defect_gen = DefectsGenerator(structure, **kwargs) - non_ignored_warnings = [ - warning for warning in w if "get_magnetic_symmetry" not in str(warning.message) - ] # pymatgen/spglib warning, ignored by default in doped but not here from setting if min_image_distance is None: - assert not non_ignored_warnings + assert not w else: - assert len(non_ignored_warnings) == 1 - assert issubclass(non_ignored_warnings[-1].category, UserWarning) + assert len(w) == 1 + assert issubclass(w[-1].category, UserWarning) assert ( f"Input structure is <10 Å in at least one direction (minimum image distance =" f" {min_image_distance:.2f} Å, which is usually too small for accurate defect " f"calculations, but generate_supercell = False, so using input structure as " - f"defect & bulk supercells. Caution advised!" - in str(non_ignored_warnings[-1].message) + f"defect & bulk supercells. Caution advised!" in str(w[-1].message) ) output = sys.stdout.getvalue() # Return a str containing the printed output finally: @@ -1172,16 +1260,13 @@ def _check_Se_Te(extrinsic_cdte_defect_gen, element="Se", idx=-1): ["Cd"], ]: with warnings.catch_warnings(record=True) as w: - warnings.simplefilter("always") + warnings.resetwarnings() cdte_defect_gen = DefectsGenerator(self.prim_cdte, extrinsic=extrinsic_arg) - non_ignored_warnings = [ - warning for warning in w if "get_magnetic_symmetry" not in str(warning.message) - ] # pymatgen/spglib warning, ignored by default in doped but not here from setting - assert len(non_ignored_warnings) == 1 + assert len(w) == 1 assert ( "Specified 'extrinsic' elements ['Cd'] are present in the host structure, so do not " "need to be specified as 'extrinsic' in DefectsGenerator(). These will be ignored." - in str(non_ignored_warnings[-1].message) + in str(w[-1].message) ) assert cdte_defect_gen.extrinsic == extrinsic_arg # explicitly test extrinsic attribute @@ -1699,6 +1784,21 @@ def test_removing_charge_states(self): info_line = "Cd_i_C3v [0] [0.625,0.625,0.625] 16e" assert info_line in repr(cdte_defect_gen) + # check removing neutral charge state still fine: + cdte_defect_gen, _output = self._generate_and_test_no_warnings(self.prim_cdte) + cdte_defect_gen.remove_charge_states("Cd_i", [0, +1]) + self._general_defect_gen_check(cdte_defect_gen, charge_states_removed=True) + + assert "Cd_i_C3v_+1" not in cdte_defect_gen.defect_entries + assert "Cd_i_Td_Cd2.83_+2" in cdte_defect_gen.defect_entries + assert "Cd_i_Td_Te2.83_+1" not in cdte_defect_gen.defect_entries + assert "Cd_i_C3v_0" not in cdte_defect_gen.defect_entries + assert "Cd_i_Td_Cd2.83_0" not in cdte_defect_gen.defect_entries + assert "Cd_i_Td_Te2.83_0" not in cdte_defect_gen.defect_entries + # Cd_i_C3v [0,+1,+2] [0.625,0.625,0.625] 16e + info_line = "Cd_i_C3v [+2] [0.625,0.625,0.625] 16e" + assert info_line in repr(cdte_defect_gen) + def test_cdte_no_generate_supercell_supercell_input(self): cdte_defect_gen, output = self._generate_and_test_no_warnings( self.cdte_bulk_supercell, generate_supercell=False @@ -2490,14 +2590,11 @@ def test_supercell_w_substitution_N_doped_diamond(self): sys.stdout = StringIO() # Redirect standard output to a stringIO object. try: with warnings.catch_warnings(record=True) as w: - warnings.simplefilter("always") + warnings.resetwarnings() N_diamond_defect_gen = DefectsGenerator( self.N_doped_diamond_supercell, interstitial_gen_kwargs=False ) - non_ignored_warnings = [ - warning for warning in w if "get_magnetic_symmetry" not in str(warning.message) - ] # pymatgen/spglib warning, ignored by default in doped but not here from setting - assert len(non_ignored_warnings) == 1 + assert len(w) == 1 assert ( "\nOxidation states could not be guessed for the input structure. This is " "required for charge state guessing, so defects will still be generated but all " @@ -2505,7 +2602,7 @@ def test_supercell_w_substitution_N_doped_diamond(self): "add/remove_charge_states methods (see tutorials), or you can set the oxidation " "states of the input structure (e.g. using " "structure.add_oxidation_state_by_element()) and re-initialize DefectsGenerator()." - in str(non_ignored_warnings[-1].message) + in str(w[-1].message) ) assert N_diamond_defect_gen.interstitial_gen_kwargs is False # check attribute set @@ -2519,6 +2616,22 @@ def test_supercell_w_substitution_N_doped_diamond(self): self._general_defect_gen_check(N_diamond_defect_gen) + # save reduced defect gen to json + # edit to only 3 defects / 9 defect entries + N_diamond_defect_gen.defects = { + "vacancies": N_diamond_defect_gen.defects["vacancies"][0:2], + "substitutions": N_diamond_defect_gen.defects["substitutions"][0:1], + } + N_diamond_defect_gen.defect_entries = { + k: v + for k, v in N_diamond_defect_gen.defect_entries.items() + if any( + i in k + for i in ["v_C_C1_C1.54C2.52C2.95a", "v_C_C1_C1.54C2.52C2.95b", "N_C_C1_C1.54C2.52C2.95s"] + ) + } + N_diamond_defect_gen.to_json(f"{self.data_dir}/N_diamond_defect_gen.json") # test in test_vasp.py + def compare_doped_charges(self, tld_stable_charges, defect_gen): """ Compare the charges of the generated defects to the expected charges. @@ -2610,15 +2723,15 @@ def test_charge_state_guessing(self): -------------------- --------------------------- ------------------- --------- Sb_i_C1 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.367,0.043,0.279] 8d Sb_i_Cs_Sb2.14 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.503,0.250,0.700] 4c -Sb_i_Cs_Sb2.32 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.295,0.250,0.378] 4c -Sb_i_Cs_Sb2.63 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.591,0.250,0.090] 4c +Sb_i_Cs_Sb2.34 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.335,0.250,0.349] 4c +Sb_i_Cs_Sb2.83 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.627,0.250,0.132] 4c Sb_i_Cs_Se2.32Sb2.33 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.393,0.250,0.217] 4c Sb_i_Cs_Se2.32Sb2.40 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.074,0.250,0.035] 4c Sb_i_Cs_Se2.38 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.293,0.750,0.263] 4c Se_i_C1 [-2,-1,0,+1,+2,+3,+4] [0.367,0.043,0.279] 8d Se_i_Cs_Sb2.14 [-2,-1,0,+1,+2,+3,+4] [0.503,0.250,0.700] 4c -Se_i_Cs_Sb2.32 [-2,-1,0,+1,+2,+3,+4] [0.295,0.250,0.378] 4c -Se_i_Cs_Sb2.63 [-2,-1,0,+1,+2,+3,+4] [0.591,0.250,0.090] 4c +Se_i_Cs_Sb2.34 [-2,-1,0,+1,+2,+3,+4] [0.335,0.250,0.349] 4c +Se_i_Cs_Sb2.83 [-2,-1,0,+1,+2,+3,+4] [0.627,0.250,0.132] 4c Se_i_Cs_Se2.32Sb2.33 [-2,-1,0,+1,+2,+3,+4] [0.393,0.250,0.217] 4c Se_i_Cs_Se2.32Sb2.40 [-2,-1,0,+1,+2,+3,+4] [0.074,0.250,0.035] 4c Se_i_Cs_Se2.38 [-2,-1,0,+1,+2,+3,+4] [0.293,0.750,0.263] 4c @@ -2659,11 +2772,11 @@ def test_lattice_vector_swapping(self): --------------- ----------------- ------------------- --------- Ag_i_C1_Ag2.04 [0,+1,+2] [0.335,0.435,0.002] 4e Ag_i_C1_Ag2.05 [0,+1,+2] [0.405,0.109,0.250] 4e -Ag_i_C2_Ag2.02 [0,+1,+2] [0.500,0.250,0.184] 2d +Ag_i_C2_Ag2.02 [0,+1,+2] [0.500,0.250,0.319] 2d Ag_i_C2_Ag2.48 [0,+1,+2] [0.091,0.500,0.500] 2b Se_i_C1_Ag2.04 [-2,-1,0] [0.335,0.435,0.002] 4e Se_i_C1_Ag2.05 [-2,-1,0] [0.405,0.109,0.250] 4e -Se_i_C2_Ag2.02 [-2,-1,0] [0.500,0.250,0.184] 2d +Se_i_C2_Ag2.02 [-2,-1,0] [0.500,0.250,0.319] 2d Se_i_C2_Ag2.48 [-2,-1,0] [0.091,0.500,0.500] 2b \n""" "The number in the Wyckoff label is the site multiplicity/degeneracy of that defect in " @@ -2681,52 +2794,12 @@ def test_sb2si2te6(self): # still a tricky case as we have rare Si+3 due to dumbbell formation sb2si2te6_defect_gen, output = self._generate_and_test_no_warnings(self.sb2si2te6) - self._general_defect_gen_check(sb2si2te6_defect_gen) - assert sb2si2te6_defect_gen.structure == self.sb2si2te6 - assert ( # different charge states than when max_sites = -1 is used: - ( - """Vacancies Guessed Charges Conv. Cell Coords Wyckoff ------------ ------------------ ------------------- --------- -v_Si [-4,-3,-2,-1,0,+1] [0.000,0.000,0.445] 6c -v_Sb [-2,-1,0,+1] [0.000,0.000,0.166] 6c -v_Te [-1,0,+1,+2] [0.335,0.003,0.073] 18f - -Substitutions Guessed Charges Conv. Cell Coords Wyckoff ---------------- --------------------------- ------------------- --------- -Si_Sb [0,+1,+2] [0.000,0.000,0.166] 6c -Si_Te [-2,-1,0,+1,+2,+3,+4,+5,+6] [0.335,0.003,0.073] 18f -Sb_Si [-7,-6,-5,-4,-3,-2,-1,0,+1] [0.000,0.000,0.445] 6c -Sb_Te [-1,0,+1,+2,+3,+4,+5,+6,+7] [0.335,0.003,0.073] 18f -Te_Si [-6,-5,-4,-3,-2,-1,0,+1,+2] [0.000,0.000,0.445] 6c -Te_Sb [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.166] 6c + # different charge states than when max_sites = -1 is used: + assert self.sb2si2te6_defect_gen_info in output -Interstitials Guessed Charges Conv. Cell Coords Wyckoff ---------------- --------------------------- ------------------- --------- -Si_i_C1_Si2.20 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.179,0.359,0.167] 18f -Si_i_C1_Si2.28 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.209,0.208,0.361] 18f -Si_i_C1_Si2.39 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.001,0.336,0.243] 18f -Si_i_C3_Si2.64 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.318] 6c -Si_i_C3i_Te2.81 [-4,-3,-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.000] 3a -Sb_i_C1_Si2.20 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.179,0.359,0.167] 18f -Sb_i_C1_Si2.28 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.209,0.208,0.361] 18f -Sb_i_C1_Si2.39 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.001,0.336,0.243] 18f -Sb_i_C3_Si2.64 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.000,0.000,0.318] 6c -Sb_i_C3i_Te2.81 [-3,-2,-1,0,+1,+2,+3,+4,+5] [0.000,0.000,0.000] 3a -Te_i_C1_Si2.20 [-2,-1,0,+1,+2,+3,+4] [0.179,0.359,0.167] 18f -Te_i_C1_Si2.28 [-2,-1,0,+1,+2,+3,+4] [0.209,0.208,0.361] 18f -Te_i_C1_Si2.39 [-2,-1,0,+1,+2,+3,+4] [0.001,0.336,0.243] 18f -Te_i_C3_Si2.64 [-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.318] 6c -Te_i_C3i_Te2.81 [-2,-1,0,+1,+2,+3,+4] [0.000,0.000,0.000] 3a -\n""" - "The number in the Wyckoff label is the site multiplicity/degeneracy of that defect " - "in the conventional ('conv.') unit cell, which comprises 6 formula unit(s) of " - "SiSbTe3.\n" - "Note that Wyckoff letters can depend on the ordering of elements in the " - "conventional standard structure, for which doped uses the spglib convention." - ) - in output - ) + assert sb2si2te6_defect_gen.structure == self.sb2si2te6 + self._general_defect_gen_check(sb2si2te6_defect_gen) def test_charge_state_gen_kwargs(self): # test adjusting probability_threshold with ZnS: @@ -2759,3 +2832,56 @@ def test_charge_state_gen_kwargs(self): assert new_string in output self.zns_defect_gen_check(zns_defect_gen, check_info=False) + + # test adjusting padding with Sb2S2Te6: + sb2si2te6_defect_gen, output = self._generate_and_test_no_warnings( + self.sb2si2te6, charge_state_gen_kwargs={"padding": 2} + ) + self._general_defect_gen_check(sb2si2te6_defect_gen) + assert sb2si2te6_defect_gen.structure == self.sb2si2te6 + assert self.sb2si2te6_defect_gen_info not in output # changed + + assert self.sb2si2te6_defect_gen_info.split("Substitutions")[1] in output # after vacancies, + # the same + + assert ( # different charge states than when max_sites = -1 is used: + ( + """Vacancies Guessed Charges Conv. Cell Coords Wyckoff +----------- --------------------- ------------------- --------- +v_Si [-4,-3,-2,-1,0,+1,+2] [0.000,0.000,0.445] 6c +v_Sb [-2,-1,0,+1,+2] [0.000,0.000,0.166] 6c +v_Te [-2,-1,0,+1,+2] [0.335,0.003,0.073] 18f +\n""" + ) + in output + ) + + assert sb2si2te6_defect_gen.charge_state_gen_kwargs == {"padding": 2} # check attribute set + + def test_unknown_oxi_states(self): + """ + Test initialising DefectsGenerator with elements that don't have + tabulated ICSD oxidation states. + """ + cdte_defect_gen, output = self._generate_and_test_no_warnings(self.prim_cdte, extrinsic="Pt") + # Pt has no tabulated ICSD oxidation states via pymatgen + self._general_defect_gen_check(cdte_defect_gen) + + cdte_defect_gen, output = self._generate_and_test_no_warnings(self.prim_cdte, extrinsic="Cf") + self._general_defect_gen_check(cdte_defect_gen) + # Cali baby! + + def test_agsbte2(self): + """ + Test generating defects in a disordered supercell of AgSbTe2. + + In particular, test that defect generation doesn't yield unsorted + structures. + """ + agsbte2_defect_gen, output = self._generate_and_test_no_warnings(self.sqs_agsbte2) + self._general_defect_gen_check(agsbte2_defect_gen) + + agsbte2_defect_gen, output = self._generate_and_test_no_warnings( + self.sqs_agsbte2, generate_supercell=False + ) + self._general_defect_gen_check(agsbte2_defect_gen) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 9b94cf1a..430103eb 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -6,18 +6,12 @@ import os import shutil import unittest -from typing import Any, Dict import matplotlib as mpl -import numpy as np import pytest from monty.serialization import loadfn -from test_vasp import _potcars_available from doped import analysis, plotting -from doped.core import DefectEntry -from doped.utils.corrections import get_correction_freysoldt, get_correction_kumagai -from doped.utils.legacy_pmg.thermodynamics import DefectPhaseDiagram mpl.use("Agg") # don't show interactive plots if testing from CLI locally @@ -38,78 +32,6 @@ def if_present_rm(path): data_dir = os.path.join(module_path, "data") -class CorrectionsPlottingTestCase(unittest.TestCase): - module_path: str - example_dir: str - cdte_example_dir: str - ytos_example_dir: str - cdte_bulk_data_dir: str - cdte_dielectric: np.ndarray - v_Cd_dict: Dict[Any, Any] - v_Cd_dpd: DefectPhaseDiagram - F_O_1_entry: DefectEntry - - @classmethod - def setUpClass(cls) -> None: - # prepare parsed defect data (from doped parsing example) - cls.module_path = os.path.dirname(os.path.abspath(__file__)) - cls.example_dir = os.path.join(cls.module_path, "../examples") - cls.cdte_example_dir = os.path.join(cls.module_path, "../examples/CdTe") - cls.ytos_example_dir = os.path.join(cls.module_path, "../examples/YTOS") - cls.cdte_bulk_data_dir = os.path.join(cls.cdte_example_dir, "CdTe_bulk/vasp_ncl") - cls.cdte_dielectric = np.array([[9.13, 0, 0], [0.0, 9.13, 0], [0, 0, 9.13]]) # CdTe - - cls.v_Cd_dict = {} # dictionary of parsed vacancy defect entries - - for i in os.listdir(cls.cdte_example_dir): # loops through the example directory - if "v_Cd" in i: # and parses folders that have "v_Cd" in their name - print(f"Parsing {i}...") - defect_path = f"{cls.cdte_example_dir}/{i}/vasp_ncl" - cls.v_Cd_dict[i] = analysis.defect_entry_from_paths( - defect_path, - cls.cdte_bulk_data_dir, - cls.cdte_dielectric, - charge_state=None if _potcars_available() else int(i.split("_")[-1]) # to allow - # testing on GH Actions (otherwise test auto-charge determination if POTCARs available - ) - - cls.v_Cd_dpd = analysis.dpd_from_defect_dict(cls.v_Cd_dict) - - cls.F_O_1_entry = analysis.defect_entry_from_paths( - defect_path=f"{cls.ytos_example_dir}/F_O_1", - bulk_path=f"{cls.ytos_example_dir}/Bulk", - dielectric=[40.7, 40.7, 25.2], - charge_state=None if _potcars_available() else 1 # to allow testing on GH Actions - # (otherwise test auto-charge determination if POTCARs available) - ) - - @pytest.mark.mpl_image_compare( - baseline_dir=f"{data_dir}/remote_baseline_plots", - filename="v_Cd_-2_FNV_plot.png", - style=f"{module_path}/../doped/utils/doped.mplstyle", - savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, - ) - def test_plot_freysoldt(self): - """ - Test FNV correction plotting. - """ - return get_correction_freysoldt(self.v_Cd_dict["v_Cd_-2"], 9.13, plot=True, return_fig=True) - - @pytest.mark.mpl_image_compare( - baseline_dir=f"{data_dir}/remote_baseline_plots", - filename="F_O_+1_eFNV_plot.png", - style=f"{module_path}/../doped/utils/doped.mplstyle", - savefig_kwargs={"transparent": True, "bbox_inches": "tight"}, - ) - def test_plot_kumagai(self): - """ - Test eFNV correction plotting. - """ - return get_correction_kumagai( - self.F_O_1_entry, dielectric=[40.7, 40.7, 25.2], plot=True, return_fig=True - ) - - class DefectPlottingTestCase(unittest.TestCase): def test_format_defect_name(self): """ @@ -410,7 +332,7 @@ def test_plot_neutral_v_O_V2O5(self): Test FNV correction plotting. """ dielectric = [4.186, 19.33, 17.49] - bulk_path = f"{data_dir}/V2O5/bulk" + bulk_path = f"{data_dir}/V2O5/V2O5_bulk" chempots = loadfn(f"{data_dir}/V2O5/chempots.json") defect_dict = { diff --git a/tests/test_vasp.py b/tests/test_vasp.py index 3d282e32..13be5dd5 100644 --- a/tests/test_vasp.py +++ b/tests/test_vasp.py @@ -5,28 +5,33 @@ import filecmp import locale import os +import random import unittest +import warnings import numpy as np from ase.build import bulk, make_supercell from pymatgen.analysis.structure_matcher import ElementComparator, StructureMatcher from pymatgen.core.structure import Structure from pymatgen.io.ase import AseAtomsAdaptor -from pymatgen.io.vasp.inputs import Incar, Kpoints, Poscar +from pymatgen.io.vasp.inputs import BadIncarWarning, Incar, Kpoints, Poscar, Potcar from test_generation import if_present_rm from doped.generation import DefectsGenerator from doped.vasp import ( DefectDictSet, + DefectRelaxSet, DefectsSet, _test_potcar_functional_choice, default_defect_relax_set, default_potcar_dict, scaled_ediff, + singleshot_incar_settings, ) # TODO: Flesh out these tests. Try test most possible combos, warnings and errors too. Test DefectEntry -# jsons etc. Test POTCAR warning when POTCARs not available +# jsons etc. See AgSbTe2 testing in `doped_generation` notebook -> add tests for all these combos +# TODO: All warnings and errors tested? (So far all DefectDictSet ones done) def _potcars_available() -> bool: @@ -42,6 +47,45 @@ def _potcars_available() -> bool: return False +def _check_potcar_dir_not_setup_warning_error(dds, message, unperturbed_poscar=True): + if unperturbed_poscar and dds.charge_state != 0: + ending_string = "so only '(unperturbed) `POSCAR` and `KPOINTS` files will be generated." + + elif not unperturbed_poscar and dds.charge_state != 0: # only KPOINTS can be written so no good + ending_string = "so no input files will be generated." + + else: + ending_string = "so `POTCAR` files will not be generated." + + return all(x in str(message) for x in ["POTCAR directory not set up with pymatgen", ending_string]) + + +def _check_no_potcar_available_warning_error(symbol, message): + return all( + x in str(message) + for x in [ + f"No POTCAR for {symbol} with functional", + "Please set the PMG_VASP_PSP_DIR", # message differs slightly for python 3.8 vs >=3.9 + ] + ) + + +def _check_nelect_nupdown_error(message): + return "NELECT (i.e. supercell charge) and NUPDOWN (i.e. spin state) INCAR flags cannot be set" in str( + message + ) + + +def _check_nupdown_neutral_cell_warning(message): + return all( + x in str(message) + for x in [ + "NUPDOWN (i.e. spin state) INCAR flag cannot be set", + "As this is a neutral supercell, the INCAR file will be written", + ] + ) + + class DefectDictSetTest(unittest.TestCase): def setUp(self): self.data_dir = os.path.join(os.path.dirname(__file__), "data") @@ -52,12 +96,14 @@ def setUp(self): self.ytos_bulk_supercell = Structure.from_file(f"{self.example_dir}/YTOS/Bulk/POSCAR") self.lmno_primitive = Structure.from_file(f"{self.data_dir}/Li2Mn3NiO8_POSCAR") self.prim_cu = Structure.from_file(f"{self.data_dir}/Cu_prim_POSCAR") + self.N_doped_diamond_supercell = Structure.from_file(f"{self.data_dir}/N_C_diamond_POSCAR") # AgCu: atoms = bulk("Cu") atoms = make_supercell(atoms, [[2, 0, 0], [0, 2, 0], [0, 0, 2]]) atoms.set_chemical_symbols(["Cu", "Ag"] * 4) aaa = AseAtomsAdaptor() self.agcu = aaa.get_structure(atoms) + self.sqs_agsbte2 = Structure.from_file(f"{self.data_dir}/AgSbTe2_SQS_POSCAR") self.neutral_def_incar_min = { "ICORELEVEL": "0 # Needed if using the Kumagai-Oba (eFNV) anisotropic charge " @@ -78,21 +124,29 @@ def setUp(self): self.doped_std_kpoint_comment = "KPOINTS from doped, with reciprocal_density = 100/Å⁻³" self.doped_gam_kpoint_comment = "Γ-only KPOINTS from doped" - def defect_dict_set_defaults_check(self, struct, incar_check=True, **dds_kwargs): - dds = DefectDictSet( - struct, - potcars=_potcars_available(), # to allow testing on GH Actions - **dds_kwargs, - ) # fine for a bulk primitive input as well + def tearDown(self): + for i in ["test_pop", "YTOS_test_dir"]: + if_present_rm(i) + + def _general_defect_dict_set_check(self, dds, struct, incar_check=True, **dds_kwargs): if incar_check: - assert self.neutral_def_incar_min.items() <= dds.incar.items() - assert self.hse06_incar_min.items() <= dds.incar.items() # HSE06 by default - assert dds.incar["EDIFF"] == scaled_ediff(len(struct)) + expected_incar_settings = self.neutral_def_incar_min.copy() + expected_incar_settings.update(self.hse06_incar_min) # HSE06 by default + expected_incar_settings.update(dds.user_incar_settings) + expected_incar_settings_w_none_vals = expected_incar_settings.copy() + # remove any entries where value is None: + expected_incar_settings = {k: v for k, v in expected_incar_settings.items() if v is not None} + assert expected_incar_settings.items() <= dds.incar.items() + if dds.incar.get("NSW", 0) > 0: + assert dds.incar["EDIFF"] == scaled_ediff(len(struct)) + else: + assert dds.incar["EDIFF"] == 1e-6 # hard set to 1e-6 for static calculations + for k, v in default_defect_relax_set["INCAR"].items(): if k in [ "EDIFF_PER_ATOM", - *list(self.neutral_def_incar_min.keys()), - *list(self.hse06_incar_min.keys()), + *list(expected_incar_settings_w_none_vals.keys()), # to ensure we skip EDIFFG/POTIM + # -> None in singleshot calcs ]: # already tested continue @@ -100,13 +154,21 @@ def defect_dict_set_defaults_check(self, struct, incar_check=True, **dds_kwargs) if isinstance(v, str): # DictSet converts all strings to capitalised lowercase try: val = float(v[:2]) - assert val == dds.incar[k] + if k in dds.user_incar_settings: # has been overwritten + assert val != dds.incar[k] + else: + assert val == dds.incar[k] except ValueError: - assert v.lower().capitalize() == dds.incar[k] + if k in dds.user_incar_settings: + assert v.lower().capitalize() == dds.user_incar_settings[k] + else: + assert v.lower().capitalize() == dds.incar[k] + elif k in dds.user_incar_settings: + assert dds.incar[k] == dds.user_incar_settings[k] else: assert v == dds.incar[k] - if dds.potcars: + if _potcars_available(): for potcar_functional in [ dds.potcar_functional, dds.potcar.functional, @@ -114,74 +176,201 @@ def defect_dict_set_defaults_check(self, struct, incar_check=True, **dds_kwargs) ]: assert "PBE" in potcar_functional + potcar_settings = default_potcar_dict["POTCAR"].copy() + potcar_settings.update(dds.user_potcar_settings or {}) assert set(dds.potcar.as_dict()["symbols"]) == { - default_potcar_dict["POTCAR"][el_symbol] for el_symbol in dds.structure.symbol_set + potcar_settings[el_symbol] for el_symbol in dds.structure.symbol_set } + else: + assert not dds.potcars + with self.assertRaises(ValueError) as e: + _test_pop = dds.potcar + assert _check_no_potcar_available_warning_error(dds.potcar_symbols[0], e.exception) + + if dds.charge_state != 0: + with self.assertRaises(ValueError) as e: + _test_pop = dds.incar + assert _check_nelect_nupdown_error(e.exception) + else: + with warnings.catch_warnings(record=True) as w: + warnings.resetwarnings() + _test_pop = dds.incar + assert any(_check_nupdown_neutral_cell_warning(warning.message) for warning in w) + + with warnings.catch_warnings(record=True) as w: + warnings.resetwarnings() + dds.write_input("test_pop") + + assert any( + _check_potcar_dir_not_setup_warning_error(dds, warning.message) for warning in w + ) + assert any(_check_nupdown_neutral_cell_warning(warning.message) for warning in w) + assert any( + _check_no_potcar_available_warning_error(dds.potcar_symbols[0], warning.message) + for warning in w + ) + + with warnings.catch_warnings(record=True) as w: + warnings.resetwarnings() + dds.write_input("test_pop", unperturbed_poscar=False) + + assert any( + _check_potcar_dir_not_setup_warning_error(dds, warning.message) for warning in w + ) + assert any(_check_nupdown_neutral_cell_warning(warning.message) for warning in w) + assert any( + _check_no_potcar_available_warning_error(dds.potcar_symbols[0], warning.message) + for warning in w + ) assert dds.structure == struct + # test no unwanted structure reordering + assert len(Poscar(dds.structure).site_symbols) == len(set(Poscar(dds.structure).site_symbols)) + if "charge_state" not in dds_kwargs: assert dds.charge_state == 0 else: assert dds.charge_state == dds_kwargs["charge_state"] - assert dds.kpoints.comment == self.doped_std_kpoint_comment + if isinstance(dds.user_kpoints_settings, dict) and dds.user_kpoints_settings.get( + "reciprocal_density", False + ): # comment changed! + assert dds.kpoints.comment == self.doped_std_kpoint_comment.replace( + "100", str(dds.user_kpoints_settings.get("reciprocal_density")) + ) + else: + assert dds.kpoints.comment in [self.doped_std_kpoint_comment, self.doped_gam_kpoint_comment] + + def _check_dds(self, dds, struct, **kwargs): + # INCARs only generated for charged defects when POTCARs available: + if _potcars_available(): + self._general_defect_dict_set_check( # also tests dds.charge_state + dds, struct, incar_check=kwargs.pop("incar_check", True), **kwargs + ) + else: + if kwargs.pop("incar_check", True) and dds.charge_state != 0: # charged defect INCAR + with self.assertRaises(ValueError) as e: + self._general_defect_dict_set_check( # also tests dds.charge_state + dds, struct, incar_check=kwargs.pop("incar_check", True), **kwargs + ) + _check_nelect_nupdown_error(e.exception) + self._general_defect_dict_set_check( # also tests dds.charge_state + dds, struct, incar_check=kwargs.pop("incar_check", False), **kwargs + ) + + def _generate_and_check_dds(self, struct, incar_check=True, **dds_kwargs): + dds = DefectDictSet(struct, **dds_kwargs) # fine for bulk prim input as well + self._check_dds(dds, struct, incar_check=incar_check, **dds_kwargs) return dds def kpts_nelect_nupdown_check(self, dds, kpt, nelect, nupdown): - assert dds.kpoints.kpts == [[kpt, kpt, kpt]] - if dds.potcars: + if isinstance(kpt, int): + assert dds.kpoints.kpts == [[kpt, kpt, kpt]] + else: + assert dds.kpoints.kpts == kpt + if _potcars_available(): assert dds.incar["NELECT"] == nelect assert dds.incar["NUPDOWN"] == nupdown + else: + assert not dds.potcars - def test_neutral_defect_incar(self): - dds = self.defect_dict_set_defaults_check(self.prim_cdte.copy()) - self.kpts_nelect_nupdown_check(dds, 7, 18, 0) # reciprocal_density = 100/Å⁻³ for prim CdTe + def test_neutral_defect_dict_set(self): + dds = self._generate_and_check_dds(self.prim_cdte.copy()) # fine for bulk prim input as well + # reciprocal_density = 100/Å⁻³ for prim CdTe: + self.kpts_nelect_nupdown_check(dds, 7, 18, 0) + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + self._write_and_check_dds_files(dds, potcar_spec=True) defect_entry = self.cdte_defect_gen["Te_Cd_0"] - dds = self.defect_dict_set_defaults_check(defect_entry.defect_supercell) - self.kpts_nelect_nupdown_check(dds, 2, 570, 0) # reciprocal_density = 100/Å⁻³ for CdTe supercell + dds = self._generate_and_check_dds(defect_entry.defect_supercell) + # reciprocal_density = 100/Å⁻³ for CdTe supercell: + self.kpts_nelect_nupdown_check(dds, 2, 570, 0) + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, potcar_spec=True) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) def test_charged_defect_incar(self): - dds = self.defect_dict_set_defaults_check( - self.prim_cdte.copy(), charge_state=-2 - ) # also tests dds.charge_state - self.kpts_nelect_nupdown_check(dds, 7, 20, 0) # reciprocal_density = 100/Å⁻³ for prim CdTe + dds = self._generate_and_check_dds(self.prim_cdte.copy(), charge_state=1) # fine w/bulk prim + self.kpts_nelect_nupdown_check(dds, 7, 17, 1) # 100/Å⁻³ for prim CdTe + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) defect_entry = self.cdte_defect_gen["Te_Cd_0"] - dds = self.defect_dict_set_defaults_check(defect_entry.defect_supercell.copy(), charge_state=-2) - self.kpts_nelect_nupdown_check(dds, 2, 572, 0) # reciprocal_density = 100/Å⁻³ for CdTe supercell + dds = self._generate_and_check_dds(defect_entry.defect_supercell.copy(), charge_state=-2) + self.kpts_nelect_nupdown_check(dds, 2, 572, 0) # 100/Å⁻³ for CdTe supercell + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) defect_entry = self.cdte_defect_gen["Te_Cd_-2"] - dds = self.defect_dict_set_defaults_check(defect_entry.defect_supercell.copy(), charge_state=-2) - self.kpts_nelect_nupdown_check(dds, 2, 572, 0) # reciprocal_density = 100/Å⁻³ for CdTe supercell + dds = self._generate_and_check_dds(defect_entry.defect_supercell.copy(), charge_state=-2) + self.kpts_nelect_nupdown_check(dds, 2, 572, 0) # 100/Å⁻³ for CdTe supercell + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) def test_user_settings_defect_incar(self): user_incar_settings = {"EDIFF": 1e-8, "EDIFFG": 0.1, "ENCUT": 720, "NCORE": 4, "KPAR": 7} - dds = self.defect_dict_set_defaults_check( + + dds = self._generate_and_check_dds( self.prim_cdte.copy(), incar_check=False, charge_state=1, user_incar_settings=user_incar_settings, ) self.kpts_nelect_nupdown_check(dds, 7, 17, 1) # reciprocal_density = 100/Å⁻³ for prim CdTe - assert self.neutral_def_incar_min.items() <= dds.incar.items() - assert self.hse06_incar_min.items() <= dds.incar.items() # HSE06 by default - for k, v in user_incar_settings.items(): - assert v == dds.incar[k] + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + + if _potcars_available(): + assert self.neutral_def_incar_min.items() <= dds.incar.items() + assert self.hse06_incar_min.items() <= dds.incar.items() # HSE06 by default + for k, v in user_incar_settings.items(): + assert v == dds.incar[k] # non-HSE settings: - gga_dds = self.defect_dict_set_defaults_check( + gga_dds = self._generate_and_check_dds( self.prim_cdte.copy(), incar_check=False, charge_state=10, user_incar_settings={"LHFCALC": False}, ) self.kpts_nelect_nupdown_check(gga_dds, 7, 8, 0) # reciprocal_density = 100/Å⁻³ for prim CdTe - assert gga_dds.incar["LHFCALC"] is False - for k in self.hse06_incar_min: - if k not in ["LHFCALC", "GGA"]: - assert k not in gga_dds.incar + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + + if _potcars_available(): + assert gga_dds.incar["LHFCALC"] is False + for k in self.hse06_incar_min: + if k not in ["LHFCALC", "GGA"]: + assert k not in gga_dds.incar + + assert gga_dds.incar["GGA"] == "Ps" # GGA functional set to Ps (PBEsol) by default + + def test_bad_incar_setting(self): + with warnings.catch_warnings(record=True) as w: + # warnings.resetwarnings() # neither of these should've been called previously + dds = DefectDictSet( + self.prim_cdte.copy(), + user_incar_settings={"Whoops": "lol", "KPAR": 7}, + user_kpoints_settings={"reciprocal_density": 1}, # gamma only babyyy + ) + _incar_pop = dds.incar # get KPAR warning - assert gga_dds.incar["GGA"] == "Ps" # GGA functional set to Ps (PBEsol) by default + assert any( + "Cannot find Whoops from your user_incar_settings in the list of INCAR flags" + in str(warning.message) + for warning in w + ) + assert any(warning.category == BadIncarWarning for warning in w) + assert any( + "KPOINTS are Γ-only (i.e. only one kpoint), so KPAR is being set to 1" in str(warning.message) + for warning in w + ) + assert "1 # only one k-point" in dds.incar["KPAR"] # pmg makes it lowercase and can change + # gamma symbol + + self.kpts_nelect_nupdown_check(dds, 1, 18, 0) # reciprocal_density = 1/Å⁻³ for prim CdTe + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) def test_initialisation_for_all_structs(self): """ @@ -193,10 +382,19 @@ def test_initialisation_for_all_structs(self): self.lmno_primitive, self.prim_cu, self.agcu, + self.sqs_agsbte2, + self.N_doped_diamond_supercell, # has unordered site symbols (C N C), so good to test + # ordered site symbols in written POSCARs ]: - self.defect_dict_set_defaults_check(struct) + dds = self._generate_and_check_dds(struct) # fine for a bulk primitive input as well + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + self._write_and_check_dds_files(dds, potcar_spec=True) # can test potcar_spec w/neutral - self.defect_dict_set_defaults_check(struct, charge_state=np.random.randint(-5, 5)) + # charged_dds: + self._generate_and_check_dds(struct, charge_state=np.random.randint(-5, 5)) + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) DefectDictSet( struct, @@ -206,6 +404,386 @@ def test_initialisation_for_all_structs(self): user_kpoints_settings={"reciprocal_density": 200}, poscar_comment="Test pop", ) + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + self._write_and_check_dds_files(dds, potcar_spec=True) # can test potcar_spec w/neutral + + def test_file_writing_with_without_POTCARs(self): + """ + Test the behaviour of the `DefectDictSet` attributes and + `.write_input()` method when `POTCAR`s are and are not available. + """ + with warnings.catch_warnings(record=True) as w: + warnings.resetwarnings() + dds = self._generate_and_check_dds(self.ytos_bulk_supercell.copy()) # fine for bulk prim + self._write_and_check_dds_files(dds) + self._write_and_check_dds_files(dds, potcar_spec=True) # can only test potcar_spec w/neutral + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + self.kpts_nelect_nupdown_check(dds, [[2, 2, 1]], 1584, 0) + # reciprocal_density = 100/Å⁻³ for YTOS + + if not _potcars_available(): + for test_warning_message in [ + "NUPDOWN (i.e. spin state) INCAR flag cannot be set", + "POTCAR directory not set up with pymatgen", + ]: + assert any(test_warning_message in str(warning.message) for warning in w) + + # check changing charge state + dds = self._generate_and_check_dds(self.ytos_bulk_supercell.copy(), charge_state=1) + self.kpts_nelect_nupdown_check(dds, [[2, 2, 1]], 1583, 1) + # reciprocal_density = 100/Å⁻³ for YTOS + self._write_and_check_dds_files(dds, output_dir="YTOS_test_dir") + self._write_and_check_dds_files(dds, unperturbed_poscar=False) + + def _write_and_check_dds_files(self, dds, **kwargs): + output_dir = kwargs.pop("output_dir", "test_pop") + delete_dir = kwargs.pop("delete_dir", True) # delete directory after testing? + + if ( + not kwargs.get("unperturbed_poscar", True) + and dds.charge_state != 0 + and not _potcars_available() + ): + # error with charged defect and unperturbed_poscar=False + with self.assertRaises(ValueError) as e: + dds.write_input(output_dir, **kwargs) + assert _check_potcar_dir_not_setup_warning_error(dds, e.exception, unperturbed_poscar=False) + return + + dds.write_input(output_dir, **kwargs) + + # print(output_dir) # to help debug if tests fail + assert os.path.exists(output_dir) + + if _potcars_available() or dds.charge_state == 0: # INCARs should be written + # load INCAR and check it matches dds.incar + written_incar = Incar.from_file(f"{output_dir}/INCAR") + dds_incar_without_comments = dds.incar.copy() + dds_incar_without_comments["ICORELEVEL"] = 0 + dds_incar_without_comments["ISYM"] = 0 + dds_incar_without_comments["ALGO"] = "Normal" + if "KPAR" in dds_incar_without_comments and isinstance( + dds_incar_without_comments["KPAR"], str + ): + dds_incar_without_comments["KPAR"] = int(dds_incar_without_comments["KPAR"][0]) + dds_incar_without_comments.pop([k for k in dds.incar if k.startswith("#")][0]) + assert written_incar == dds_incar_without_comments + + with open(f"{output_dir}/INCAR") as f: + incar_lines = f.readlines() + for comment_string in [ + "# May want to change NCORE, KPAR, AEXX, ENCUT", + "change to all if zhegv, fexcp/f or zbrent", + "needed if using the kumagai-oba", + "symmetry breaking extremely likely", + ]: + assert any(comment_string in line for line in incar_lines) + + else: + assert not os.path.exists(f"{output_dir}/INCAR") + + if _potcars_available() and not kwargs.get("potcar_spec", False): + written_potcar = Potcar.from_file(f"{output_dir}/POTCAR") + # assert dicts equal, as Potcar __eq__ fails due to hashing I believe + assert written_potcar.as_dict() == dds.potcar.as_dict() + assert len(written_potcar.symbols) == len(set(written_potcar.symbols)) # no duplicates + elif kwargs.get("potcar_spec", False): + with open(f"{output_dir}/POTCAR.spec", encoding="utf-8") as file: + contents = file.readlines() + for i, line in enumerate(contents): + assert line in [f"{dds.potcar_symbols[i]}", f"{dds.potcar_symbols[i]}\n"] + else: + assert not os.path.exists(f"{output_dir}/POTCAR") + + written_kpoints = Kpoints.from_file(f"{output_dir}/KPOINTS") # comment not parsed by pymatgen + with open(f"{output_dir}/KPOINTS") as f: + comment = f.readlines()[0].replace("\n", "") + if isinstance(dds.user_kpoints_settings, dict) and dds.user_kpoints_settings.get( + "reciprocal_density", False + ): # comment changed! + assert comment == self.doped_std_kpoint_comment.replace( + "100", str(dds.user_kpoints_settings.get("reciprocal_density")) + ) + elif np.prod(dds.kpoints.kpts[0]) == 1: + assert comment == self.doped_gam_kpoint_comment + else: + assert comment == self.doped_std_kpoint_comment + + for k in written_kpoints.as_dict(): + if k not in ["comment", "usershift"]: # user shift can be tuple or list and causes failure + assert written_kpoints.as_dict()[k] == dds.kpoints.as_dict()[k] + + if kwargs.get("unperturbed_poscar", True): + written_poscar = Poscar.from_file(f"{output_dir}/POSCAR") + assert str(written_poscar) == str(dds.poscar) # POSCAR __eq__ fails for equal structures + assert written_poscar.structure == dds.structure + # no duplicates: + assert len(written_poscar.site_symbols) == len(set(written_poscar.site_symbols)) + else: + assert not os.path.exists(f"{output_dir}/POSCAR") + + if delete_dir: + if_present_rm(output_dir) + + +class DefectRelaxSetTest(unittest.TestCase): + def setUp(self): + # get setup attributes from DefectDictSetTest: + dds_test = DefectDictSetTest() + dds_test.setUp() + for attr in dir(dds_test): + if not attr.startswith("_") and "setUp" not in attr and "tearDown" not in attr: + setattr(self, attr, getattr(dds_test, attr)) + self.dds_test = dds_test + + self.cdte_defect_gen = DefectsGenerator.from_json(f"{self.data_dir}/cdte_defect_gen.json") + self.cdte_custom_test_incar_settings = {"ENCUT": 350, "NCORE": 10, "LCHARG": False} + + def tearDown(self): + # get tearDown from DefectDictSetTest: + dds_test = DefectDictSetTest() + dds_test.tearDown() + + def _general_defect_relax_set_check(self, defect_relax_set, **kwargs): + dds_test_list = [ + (defect_relax_set.vasp_gam, "vasp_gam"), + (defect_relax_set.vasp_std, "vasp_std"), + (defect_relax_set.vasp_nkred_std, "vasp_nkred_std"), + (defect_relax_set.vasp_ncl, "vasp_ncl"), + ] + dds_bulk_test_list = [ + (defect_relax_set.bulk_vasp_gam, "bulk_vasp_gam"), + (defect_relax_set.bulk_vasp_std, "bulk_vasp_std"), + (defect_relax_set.bulk_vasp_ncl, "bulk_vasp_ncl"), + ] + if _potcars_available(): # needed because bulk NKRED pulls NKRED values from defect nkred + # std INCAR to be more computationally efficient + dds_bulk_test_list.append((defect_relax_set.bulk_vasp_nkred_std, "bulk_vasp_nkred_std")) + + def _check_drs_dds_attribute_transfer(parent_drs, child_dds): + child_incar_settings = child_dds.user_incar_settings.copy() + if "KPAR" in child_incar_settings and "KPAR" not in parent_drs.user_incar_settings: + assert child_incar_settings.pop("KPAR") == 2 + assert parent_drs.vasp_std + if "LSORBIT" in child_incar_settings and "LSORBIT" not in parent_drs.user_incar_settings: + assert child_incar_settings.pop("LSORBIT") is True + for k, v in singleshot_incar_settings.items(): + assert child_incar_settings.pop(k) == v + assert parent_drs.soc + if any("NKRED" in k for k in child_incar_settings) and all( + "NKRED" not in k for k in parent_drs.user_incar_settings + ): + for k in list(child_incar_settings.keys()): + if "NKRED" in k: + assert child_incar_settings.pop(k) in [2, 3] + assert parent_drs.vasp_nkred_std + if "NSW" in child_incar_settings and "NSW" not in parent_drs.user_incar_settings: + for k, v in singleshot_incar_settings.items(): # bulk singleshots + assert child_incar_settings.pop(k) == v + + assert parent_drs.user_incar_settings == child_incar_settings + assert parent_drs.user_potcar_functional == child_dds.user_potcar_functional or str( + parent_drs.user_potcar_functional[:3] + ) == str( + child_dds.user_potcar_functional + ) # if PBE_52 set but not available, defaults to PBE + assert parent_drs.user_potcar_settings == child_dds.user_potcar_settings + if isinstance(child_dds.user_kpoints_settings, Kpoints): + assert ( + child_dds.user_kpoints_settings.as_dict() + == Kpoints() + .from_dict( + { + "comment": "Γ-only KPOINTS from doped", + "generation_style": "Gamma", + } + ) + .as_dict() + ) + else: + assert parent_drs.user_kpoints_settings == child_dds.user_kpoints_settings + + for defect_dict_set, type in dds_test_list: + if defect_dict_set is not None: + print(f"Testing {defect_relax_set.defect_entry.name}, {type}") + self.dds_test._check_dds( + defect_dict_set, + defect_relax_set.defect_supercell, + charge_state=defect_relax_set.charge_state, + **kwargs, + ) + self.dds_test._write_and_check_dds_files(defect_dict_set) + self.dds_test._write_and_check_dds_files( + defect_dict_set, output_dir=f"{defect_relax_set.defect_entry.name}" + ) + self.dds_test._write_and_check_dds_files(defect_dict_set, unperturbed_poscar=False) + if defect_relax_set.charge_state == 0: + self.dds_test._write_and_check_dds_files(defect_dict_set, potcar_spec=True) + + _check_drs_dds_attribute_transfer(defect_relax_set, defect_dict_set) + + for defect_dict_set, type in dds_bulk_test_list: + if defect_dict_set is not None: + print(f"Testing {defect_relax_set.defect_entry.name}, {type}") + self.dds_test._check_dds( + defect_dict_set, defect_relax_set.bulk_supercell, charge_state=0, **kwargs + ) + self.dds_test._write_and_check_dds_files(defect_dict_set) + self.dds_test._write_and_check_dds_files(defect_dict_set, unperturbed_poscar=False) + self.dds_test._write_and_check_dds_files(defect_dict_set, potcar_spec=True) + + _check_drs_dds_attribute_transfer(defect_relax_set, defect_dict_set) + + def test_initialisation_and_writing(self): + """ + Test the initialisation of DefectRelaxSet for a range of + `DefectEntry`s. + """ + # test initialising DefectRelaxSet with our generation-tests materials, and writing files to disk + defect_gen_test_list = [ + (self.cdte_defect_gen, "CdTe defect_gen"), + (DefectsGenerator(self.sqs_agsbte2), "SQS AgSbTe2 defect_gen"), + ] + for defect_gen_name in [ + "ytos_defect_gen", + "ytos_defect_gen_supercell", + "lmno_defect_gen", + "cu_defect_gen", + "agcu_defect_gen", + "cd_i_supercell_defect_gen", + "N_diamond_defect_gen", # input structure for this is unordered (but this checks + # that POSCAR site symbols output should be ordered) + ]: + defect_gen_test_list.append( + (DefectsGenerator.from_json(f"{self.data_dir}/{defect_gen_name}.json"), defect_gen_name) + ) + + for defect_gen, defect_gen_name in defect_gen_test_list: + print(f"Initialising and testing: {defect_gen_name}") + # randomly choose 3 defect entries from the defect_gen dict: + defect_entries = random.sample(list(defect_gen.values()), 3) + + for defect_entry in defect_entries: + print(f"Randomly testing {defect_entry.name}") + drs = DefectRelaxSet(defect_entry) + self._general_defect_relax_set_check(drs) + + def _check_drs_defect_entry_attribute_transfer(parent_drs, input_defect_entry): + assert parent_drs.defect_entry == input_defect_entry + assert parent_drs.defect_supercell == input_defect_entry.defect_supercell + assert parent_drs.charge_state == input_defect_entry.charge_state + assert parent_drs.bulk_supercell == input_defect_entry.bulk_supercell + + _check_drs_defect_entry_attribute_transfer(drs, defect_entry) + + custom_drs = DefectRelaxSet( + defect_entry, + user_incar_settings={"ENCUT": 350}, + user_potcar_functional="PBE_52", + user_potcar_settings={"Cu": "Cu_pv"}, + user_kpoints_settings={"reciprocal_density": 200}, + poscar_comment="Test pop", + ) + self._general_defect_relax_set_check(custom_drs) + _check_drs_defect_entry_attribute_transfer(custom_drs, defect_entry) + + # TODO: Test file writing, default folder naming + # TODO: Explicitly check some poscar comments? For DS, DRS and DDS + + def test_default_kpoints_soc_handling(self): + """ + Check vasp_std created when necessary, and not when vasp_gam converged. + """ + defect_gen_test_list = [ + (self.cdte_defect_gen, "CdTe defect_gen"), + ] + for defect_gen_name in [ + "ytos_defect_gen", + "lmno_defect_gen", + "agcu_defect_gen", + "cd_i_supercell_defect_gen", + ]: + defect_gen_test_list.append( + (DefectsGenerator.from_json(f"{self.data_dir}/{defect_gen_name}.json"), defect_gen_name) + ) + + for defect_gen, defect_gen_name in defect_gen_test_list: + print(f"Testing:{defect_gen_name}") + # randomly choose 10 defect entries from the defect_gen dict: + defect_entries = random.sample(list(defect_gen.values()), 10) + + for defect_entry in defect_entries: + print(f"Randomly testing {defect_entry.name}") + drs = DefectRelaxSet(defect_entry) + if defect_gen_name in [ + "CdTe defect_gen", + "ytos_defect_gen", + "agcu_defect_gen", + "cd_i_supercell_defect_gen", + ]: + assert drs.vasp_std + assert drs.bulk_vasp_std + assert drs.vasp_nkred_std + + if ( + _potcars_available() + ): # needed because bulk NKRED pulls NKRED values from defect nkred std INCAR to be + # more computationally efficient + assert drs.bulk_vasp_nkred_std + + assert drs.vasp_ncl + assert drs.bulk_vasp_ncl + + else: # no SOC nor >vasp_gam for LMNO + assert not drs.vasp_std + assert not drs.bulk_vasp_std + assert not drs.vasp_nkred_std + + if _potcars_available(): + assert not drs.bulk_vasp_nkred_std + + assert not drs.vasp_ncl + assert not drs.bulk_vasp_ncl + + # Test manually turning off SOC and making vasp_gam converged: + defect_entries = random.sample(list(self.cdte_defect_gen.values()), 5) + + for defect_entry in defect_entries: + print(f"Randomly testing {defect_entry.name}") + drs = DefectRelaxSet(defect_entry, soc=False, user_kpoints_settings={"reciprocal_density": 50}) + assert not drs.vasp_std + assert not drs.bulk_vasp_std + assert not drs.vasp_nkred_std + + if ( + _potcars_available() + ): # needed because bulk NKRED pulls NKRED values from defect nkred std INCAR to be more + # computationally efficient + assert not drs.bulk_vasp_nkred_std + + assert not drs.vasp_ncl + assert not drs.bulk_vasp_ncl + + # Test manually turning _on_ SOC and making vasp_gam _not_ converged: + defect_gen = DefectsGenerator.from_json(f"{self.data_dir}/lmno_defect_gen.json") + defect_entries = random.sample(list(defect_gen.values()), 5) + + for defect_entry in defect_entries: + print(f"Randomly testing {defect_entry.name}") + drs = DefectRelaxSet(defect_entry, soc=True, user_kpoints_settings={"reciprocal_density": 200}) + assert drs.vasp_std + assert drs.bulk_vasp_std + assert drs.vasp_nkred_std + + if ( + _potcars_available() + ): # needed because bulk NKRED pulls NKRED values from defect nkred std INCAR to be more + # computationally efficient + assert drs.bulk_vasp_nkred_std + + assert drs.vasp_ncl + assert drs.bulk_vasp_ncl class DefectsSetTest(unittest.TestCase): @@ -216,8 +794,12 @@ def setUp(self): for attr in dir(dds_test): if not attr.startswith("_") and "setUp" not in attr and "tearDown" not in attr: setattr(self, attr, getattr(dds_test, attr)) + self.dds_test = dds_test self.cdte_defect_gen = DefectsGenerator.from_json(f"{self.data_dir}/cdte_defect_gen.json") + + # Note this is different to above: (for testing against pre-generated input files with these + # settings): self.cdte_custom_test_incar_settings = {"ENCUT": 350, "NCORE": 10, "LVHAR": False, "ALGO": "All"} # Get the current locale setting @@ -243,6 +825,7 @@ def check_generated_vasp_inputs( vasp_type="vasp_gam", check_poscar=True, check_potcar_spec=False, + check_incar=None, single_defect_dir=False, bulk=True, ): @@ -253,21 +836,23 @@ def _check_single_vasp_dir( vasp_type="vasp_gam", check_poscar=True, check_potcar_spec=False, + check_incar=True, ): # print(f"{generated_dir}/{folder}") # to help debug if tests fail assert os.path.exists(f"{generated_dir}/{folder}") assert os.path.exists(f"{generated_dir}/{folder}/{vasp_type}") # load the Incar, Poscar and Kpoints and check it matches the previous: - test_incar = Incar.from_file(f"{data_dir}/{folder}/{vasp_type}/INCAR") - incar = Incar.from_file(f"{generated_dir}/{folder}/{vasp_type}/INCAR") - # test NELECT and NUPDOWN if present in generated INCAR (i.e. if POTCARs available (testing - # locally)), otherwise pop from test_incar: - if not _potcars_available(): # to allow testing on GH Actions - test_incar.pop("NELECT", None) - test_incar.pop("NUPDOWN", None) + if check_incar: + test_incar = Incar.from_file(f"{data_dir}/{folder}/{vasp_type}/INCAR") + incar = Incar.from_file(f"{generated_dir}/{folder}/{vasp_type}/INCAR") + # test NELECT and NUPDOWN if present in generated INCAR (i.e. if POTCARs available (testing + # locally)), otherwise pop from test_incar: + if not _potcars_available(): # to allow testing on GH Actions + test_incar.pop("NELECT", None) + test_incar.pop("NUPDOWN", None) - assert test_incar == incar + assert test_incar == incar if check_poscar: test_poscar = Poscar.from_file( @@ -276,6 +861,7 @@ def _check_single_vasp_dir( ) poscar = Poscar.from_file(f"{generated_dir}/{folder}/{vasp_type}/POSCAR") assert test_poscar.structure == poscar.structure + assert len(poscar.site_symbols) == len(set(poscar.site_symbols)) if check_potcar_spec: with open(f"{generated_dir}/{folder}/{vasp_type}/POTCAR.spec", encoding="utf-8") as file: @@ -292,6 +878,9 @@ def _check_single_vasp_dir( if data_dir is None: data_dir = self.cdte_data_dir + if check_incar is None: + check_incar = _potcars_available() + if single_defect_dir: _check_single_vasp_dir( data_dir=data_dir, @@ -300,6 +889,7 @@ def _check_single_vasp_dir( vasp_type=vasp_type, check_poscar=check_poscar, check_potcar_spec=check_potcar_spec, + check_incar=check_incar, ) else: @@ -312,6 +902,37 @@ def _check_single_vasp_dir( vasp_type=vasp_type, check_poscar=check_poscar, check_potcar_spec=check_potcar_spec, + check_incar=check_incar, + ) + + def _general_defects_set_check(self, defects_set, **kwargs): + # TODO: Use function above! + for defect_relax_set in defects_set.defect_sets.values(): + dds_test_list = [ + defect_relax_set.vasp_gam, + defect_relax_set.bulk_vasp_gam, + defect_relax_set.vasp_std, + defect_relax_set.bulk_vasp_std, + defect_relax_set.vasp_nkred_std, + defect_relax_set.vasp_ncl, + defect_relax_set.bulk_vasp_ncl, + ] + if _potcars_available(): # needed because bulk NKRED pulls NKRED values from defect nkred + # std INCAR to be more computationally efficient + dds_test_list.append(defect_relax_set.bulk_vasp_nkred_std) + + for defect_dict_set in dds_test_list: + print(f"Testing {defect_relax_set.defect_entry.name}") + try: + self.dds_test._check_dds( + defect_dict_set, + defect_relax_set.defect_supercell, + charge_state=defect_relax_set.charge_state, + **kwargs, + ) + except AssertionError: # try bulk structure + self.dds_test._check_dds( + defect_dict_set, defect_relax_set.bulk_supercell, charge_state=0, **kwargs ) def test_cdte_files(self): @@ -319,19 +940,30 @@ def test_cdte_files(self): defects_set = DefectsSet( cdte_se_defect_gen, user_incar_settings=self.cdte_custom_test_incar_settings, - user_potcar_functional=None, ) - defects_set.write_files(potcar_spec=True) + self._general_defects_set_check(defects_set) + + if _potcars_available(): + defects_set.write_files(potcar_spec=True) # unperturbed_poscar=False by default + + # test no (unperturbed) POSCAR files written: + for folder in os.listdir("."): + if os.path.isdir(folder) and "bulk" not in folder: + for subfolder in os.listdir(folder): + assert not os.path.exists(f"{folder}/{subfolder}/POSCAR") + + else: + with self.assertRaises(ValueError): + defects_set.write_files( + potcar_spec=True + ) # INCAR ValueError for charged defects if POTCARs not + # available and unperturbed_poscar=False + defects_set.write_files(potcar_spec=True, unperturbed_poscar=True) + # test no vasp_gam files written: for folder in os.listdir("."): assert not os.path.exists(f"{folder}/vasp_gam") - # test no (unperturbed) POSCAR files written: - for folder in os.listdir("."): - if os.path.isdir(folder) and "bulk" not in folder: - for subfolder in os.listdir(folder): - assert not os.path.exists(f"{folder}/{subfolder}/POSCAR") - defects_set.write_files(potcar_spec=True, unperturbed_poscar=True, vasp_gam=True) bulk_supercell = Structure.from_file("CdTe_bulk/vasp_ncl/POSCAR") @@ -346,29 +978,38 @@ def test_cdte_files(self): assert filecmp.cmp("CdTe_defects_generator.json", "test_CdTe_defects_generator.json") # assert that the same folders in self.cdte_data_dir are present in the current directory - self.check_generated_vasp_inputs(check_potcar_spec=True, bulk=False) # tests vasp_gam + print("Checking vasp_gam files") + self.check_generated_vasp_inputs(check_potcar_spec=True, bulk=False) # tests + # vasp_gam + print("Checking vasp_std files") self.check_generated_vasp_inputs(vasp_type="vasp_std", check_poscar=False, bulk=False) # vasp_std # test vasp_nkred_std: same as vasp_std except for NKRED + print("Checking NKRED vasp_std files") for folder in os.listdir("."): if os.path.isdir(f"{folder}/vasp_std"): assert filecmp.cmp(f"{folder}/vasp_nkred_std/KPOINTS", f"{folder}/vasp_std/KPOINTS") - # assert filecmp.cmp(f"{folder}/vasp_nkred_std/POTCAR", f"{folder}/vasp_std/POTCAR") - nkred_incar = Incar.from_file(f"{folder}/vasp_nkred_std/INCAR") - std_incar = Incar.from_file(f"{folder}/vasp_std/INCAR") - nkred_incar.pop("NKRED", None) - assert nkred_incar == std_incar + if _potcars_available(): + assert filecmp.cmp( + f"{folder}/vasp_nkred_std/POTCAR.spec", f"{folder}/vasp_std/POTCAR.spec" + ) + nkred_incar = Incar.from_file(f"{folder}/vasp_nkred_std/INCAR") + std_incar = Incar.from_file(f"{folder}/vasp_std/INCAR") + nkred_incar.pop("NKRED", None) + assert nkred_incar == std_incar + + print("Checking vasp_ncl files") self.check_generated_vasp_inputs(vasp_type="vasp_ncl", check_poscar=False, bulk=True) # vasp_ncl # test unperturbed POSCARs and all bulk + print("Checking unperturbed POSCARs and all bulk") defects_set = DefectsSet( self.cdte_defect_gen, user_incar_settings=self.cdte_custom_test_incar_settings, - user_potcar_functional=None, ) defects_set.write_files(potcar_spec=True, unperturbed_poscar=True, bulk="all", vasp_gam=True) - self.check_generated_vasp_inputs(vasp_type="vasp_std", check_poscar=True, bulk=True) # vasp_std self.check_generated_vasp_inputs(check_potcar_spec=True, bulk=True) # tests vasp_gam + self.check_generated_vasp_inputs(vasp_type="vasp_std", check_poscar=True, bulk=True) # vasp_std self.check_generated_vasp_inputs(vasp_type="vasp_nkred_std", check_poscar=False, bulk=True) # test DefectDictSet objects: @@ -394,9 +1035,16 @@ def test_cdte_files(self): {k: v for k, v in self.cdte_defect_gen.items() if "v_Te" in k}, user_potcar_settings={"Cd": "Cd_sv_GW", "Te": "Te_GW"}, user_kpoints_settings={"reciprocal_density": 500}, - user_potcar_functional=None, ) - defects_set.write_files(potcar_spec=True, vasp_gam=True) # include vasp_gam to compare POTCAR.spec + + if _potcars_available(): + defects_set.write_files(potcar_spec=True, vasp_gam=True) # vasp_gam to test POTCAR.spec + else: + with self.assertRaises(ValueError): + defects_set.write_files(potcar_spec=True, vasp_gam=True) # INCAR ValueError for charged + # defects if POTCARs not available and unperturbed_poscar=False + defects_set.write_files(potcar_spec=True, vasp_gam=True, unperturbed_poscar=True) + for folder in os.listdir("."): if os.path.isdir(f"{folder}/vasp_gam"): with open(f"{folder}/vasp_gam/POTCAR.spec", encoding="utf-8") as file: @@ -413,7 +1061,6 @@ def test_write_files_single_defect_entry(self): defects_set = DefectsSet( single_defect_entry, user_incar_settings=self.cdte_custom_test_incar_settings, - user_potcar_functional=None, ) defects_set.write_files(potcar_spec=True, vasp_gam=True, unperturbed_poscar=True) @@ -429,6 +1076,7 @@ def test_write_files_single_defect_entry(self): data_dir=f"{self.cdte_data_dir}/Cd_i_C3v_+2", vasp_type="vasp_std", check_poscar=True, + check_potcar_spec=True, single_defect_dir=True, ) self.check_generated_vasp_inputs( # vasp_ncl @@ -436,6 +1084,7 @@ def test_write_files_single_defect_entry(self): data_dir=f"{self.cdte_data_dir}/Cd_i_C3v_+2", vasp_type="vasp_ncl", check_poscar=True, + check_potcar_spec=True, single_defect_dir=True, ) @@ -457,7 +1106,6 @@ def test_write_files_ASCII_encoding(self): defects_set = DefectsSet( single_defect_entry, user_incar_settings=self.cdte_custom_test_incar_settings, - user_potcar_functional=None, ) defects_set.write_files(potcar_spec=True, vasp_gam=True, unperturbed_poscar=True) locale.setlocale(locale.LC_CTYPE, self.original_locale) # should be UTF-8 @@ -474,6 +1122,7 @@ def test_write_files_ASCII_encoding(self): data_dir=f"{self.cdte_data_dir}/Cd_i_C3v_+2", vasp_type="vasp_std", check_poscar=True, + check_potcar_spec=True, single_defect_dir=True, ) self.check_generated_vasp_inputs( # vasp_ncl @@ -481,6 +1130,7 @@ def test_write_files_ASCII_encoding(self): data_dir=f"{self.cdte_data_dir}/Cd_i_C3v_+2", vasp_type="vasp_ncl", check_poscar=True, + check_potcar_spec=True, single_defect_dir=True, ) @@ -496,9 +1146,15 @@ def test_write_files_defect_entry_list(self): defects_set = DefectsSet( defect_entry_list, user_incar_settings=self.cdte_custom_test_incar_settings, - user_potcar_functional=None, ) - defects_set.write_files(potcar_spec=True) + + if _potcars_available(): + defects_set.write_files(potcar_spec=True) # unperturbed_poscar=False by default + else: + with self.assertRaises(ValueError): + defects_set.write_files(potcar_spec=True) # INCAR ValueError for charged defects if + # POTCARs not available and unperturbed_poscar=False + defects_set.write_files(potcar_spec=True, unperturbed_poscar=True) for defect_entry in defect_entry_list: for vasp_type in ["vasp_nkred_std", "vasp_std", "vasp_ncl"]: # no vasp_gam by default @@ -507,7 +1163,8 @@ def test_write_files_defect_entry_list(self): data_dir=f"{self.cdte_data_dir}/{defect_entry.name}", vasp_type=vasp_type, single_defect_dir=True, - check_poscar=False, + check_poscar=not _potcars_available(), + check_potcar_spec=True, ) def test_initialise_and_write_all_defect_gens(self): @@ -524,9 +1181,15 @@ def test_initialise_and_write_all_defect_gens(self): defect_gen = DefectsGenerator.from_json(f"{self.data_dir}/{defect_gen_name}.json") defects_set = DefectsSet( defect_gen, - user_potcar_functional=None, # to allow testing on GH Actions ) - defects_set.write_files(potcar_spec=True) + if _potcars_available(): + defects_set.write_files() + else: + with self.assertRaises(ValueError): + defects_set.write_files() # INCAR ValueError for charged defects if POTCARs not + # available and unperturbed_poscar=False + defects_set.write_files(unperturbed_poscar=True) + self.tearDown() # delete generated folders each time