From 0764816291e70f7d1d537ec0ad113fc4a5068f1e Mon Sep 17 00:00:00 2001 From: Eisinger Date: Thu, 31 Oct 2024 14:52:03 +0100 Subject: [PATCH] Added an 'inspect' function to Results. Fixed issues from last merge. Updated tests. --- case_study/assertion.py | 7 - case_study/case.py | 211 +- examples/run_cases.py | 12 - tests/_test_mobileCrane.py | 201 -- .../data/BouncingBall3D/BouncingBall3D.cases | 2 +- tests/data/BouncingBall3D/BouncingBall3D.fmu | Bin 1005972 -> 35712836 bytes tests/data/BouncingBall3D/test_case.js5 | 604 ++--- tests/data/BouncingBall3D/test_results.js5 | 2411 +++++++++++++++++ tests/data/SimpleTable/SimpleTable.fmu | Bin 1000025 -> 35710428 bytes tests/test_assertion.py | 9 - tests/test_bouncing_ball_3d.py | 85 +- tests/test_case.py | 28 +- tests/test_cases.py | 27 +- tests/test_results.py | 31 +- tests/test_run_bouncingball0.py | 42 +- tests/test_run_mobilecrane.py | 19 +- tests/test_simulator_interface.py | 1 + 17 files changed, 2958 insertions(+), 732 deletions(-) delete mode 100644 examples/run_cases.py delete mode 100644 tests/_test_mobileCrane.py create mode 100644 tests/data/BouncingBall3D/test_results.js5 diff --git a/case_study/assertion.py b/case_study/assertion.py index 5ec1f79..42ad150 100644 --- a/case_study/assertion.py +++ b/case_study/assertion.py @@ -1,9 +1,6 @@ -from typing import Any from sympy import Symbol, sympify - if self.t_bounce < self.time: # calculate first bounce - self.t_bounce, self.p_bounce = self.next_bounce() class Assertion: """Define Assertion objects for checking expectations with respect to simulation results. @@ -21,11 +18,7 @@ class Assertion: Any unknown symbol within the expression is defined as sympy.Symbol and is expected to match a variable. """ -<<<<<<< HEAD ns: dict = {} -======= - ns: dict[str, Any] = {} ->>>>>>> 94746a5a6e13c97614b3070264fdb39028eefb95 def __init__(self, expr: str): self._expr = Assertion.do_sympify(expr) diff --git a/case_study/case.py b/case_study/case.py index 431fc1c..365ed2d 100644 --- a/case_study/case.py +++ b/case_study/case.py @@ -257,65 +257,6 @@ def _disect_at_time(self, txt: str, value: Any | None = None) -> tuple[str, str, else: return (pre, "set" if Case._num_elements(value) else "get", arg_float) - def _disect_range(self, key: str) -> tuple[str, dict, list | range]: - """Extract the variable name, definition and explicit variable range, if relevant - (multi-valued variables, where only some all elements are addressed). - Note: since values are not specified for get actions, the validity of values cannot be checked here. - ToDo: handle multi-dimensional arrays (tables, ...). - - Args: - key (str): The key as provided in case spec(, with [range] if provided). - - Returns - ------- - 1. The variable name as defined in the 'variables' section of the spec - 2. The variable definition, which the name refers to - 3. An iterator over indices of the variable, i.e. the range - """ - pre, _, r = key.partition("[") - try: - cvar_info = self.cases.variables[pre] - except KeyError as err: - raise CaseInitError(f"Variable {pre} was not found in list of defined case variables") from err - cvar_len = len(cvar_info["variables"]) # len of the tuple of refs - if len(r): # range among several variables - r = r.rstrip("]").strip() # string version of a non-trivial range - parts_comma = r.split(",") - rng: range | list[int] = [] - for i, p in enumerate(parts_comma): - parts_ellipses = p.split("..") - if len(parts_ellipses) == 1: # no ellipses. Should be an index - try: - idx = int(p) - assert 0 <= idx < cvar_len, f"Index {idx} of variable {pre} out of range" - except ValueError as err: - raise CaseInitError(f"Unhandled index {p}[{i}] for variable {pre}") from err - assert isinstance(rng, list), "A list was expected as range here. Found {rng}" - rng.append(idx) - else: - _assert(len(parts_ellipses) == 2, f"RangeError: Exactly two indices expected in {p} of {pre}") - parts_ellipses[1] = parts_ellipses[1].lstrip(".") # facilitates the option to use '...' or '..' - try: - if len(parts_ellipses[0]) == 0: - idx0 = 0 - else: - idx0 = int(parts_ellipses[0]) - assert 0 <= idx0 <= cvar_len, f"Index {idx0} of variable {pre} out of range" - if len(parts_ellipses[1]) == 0: - idx1 = cvar_len - else: - idx1 = int(parts_ellipses[1]) - assert idx0 <= idx1 <= cvar_len, f"Index {idx1} of variable {pre} out of range" - except ValueError as err: - raise CaseInitError(f"Unhandled ellipses '{parts_comma}' for variable {pre}") from err - rng = range(idx0, idx1) - else: # no expicit range - if cvar_len == 1: # scalar variable - rng = [0] - else: # all elements - rng = range(cvar_len) - return (pre, cvar_info, rng) - def read_spec_item(self, key: str, value: Any | None = None): """Use the alias variable information (key) and the value to construct an action function, which is run when this variable is set/read. @@ -352,7 +293,7 @@ def read_spec_item(self, key: str, value: Any | None = None): self.special.update({key: value}) # just keep these as a dictionary so far else: # expect a variable-alias : value(s) specificator key, at_time_type, at_time_arg = self._disect_at_time(key, value) - key, cvar_info, rng = self._disect_range(key) + key, cvar_info, rng = self.cases.disect_variable(key) key = key.strip() if value is not None: # check also the number of supplied values if isinstance(value, (str, float, int, bool)): # make sure that there are always lists @@ -587,9 +528,6 @@ def __init__(self, spec: str | Path, simulator: SimulatorInterface | None = None ) except Exception as err: raise AssertionError(f"'modelFile' needed from spec: {err}") from err - # else: - # raise Exception("'modelFile' needed from spec.") from None - # assert path.exists(), f"'modelFile' {self.spec['modelFile']} not found." else: self.simulator = simulator # SimulatorInterface( simulator = simulator) @@ -602,9 +540,14 @@ def __init__(self, spec: str | Path, simulator: SimulatorInterface | None = None self.read_cases() def get_case_variables(self) -> dict[str, dict]: - """Read the 'variables' main key, which defines self.variables (case variables) as a dictionary: - { c_var_name : {'model':model ID, 'instances': tuple of instance names, 'variables': tuple of ValueReference, - 'type':CosimVariableType, 'causality':CosimVariableCausality, 'variability': CosimVariableVariability}. + """Read the 'variables' main key, which defines self.variables (case variables) as a dictionary. + + { c_var_name : {'model':model ID, + 'instances': tuple of instance names, + 'variables': tuple of ValueReference, + 'type':CosimVariableType, + 'causality':CosimVariableCausality, + 'variability': CosimVariableVariability}. Optionally a description of the alias variable may be provided (and added to the dictionary). """ _assert("variables" in self.spec, f"Mandatory key 'variables' not found in cases specification {self.file}") @@ -783,6 +726,76 @@ def case_var_by_ref(self, comp: int | str, ref: int | tuple[int, ...]) -> tuple[ return (var, tuple([info["variables"].index(r) for r in refs])) return ("", ()) + def disect_variable(self, key: str, err_level: int = 2) -> tuple[str, dict, list | range]: + """Extract the variable name, definition and explicit variable range, if relevant + (multi-valued variables, where only some elements are addressed). + ToDo: handle multi-dimensional arrays (tables, ...). + + Args: + key (str): The key as provided in case spec(, with [range] if provided). + + Returns + ------- + 1. The variable name as defined in the 'variables' section of the spec + 2. The variable definition, which the name refers to + 3. An iterator over indices of the variable, i.e. the range + """ + + def handle_error(msg: str, err: Exception | None, level: int): + if level > 0: + if level == 1: + print(msg) + else: + raise AssertionError(msg) from err + return ("", None, range(0, 0)) + + pre, _, r = key.partition("[") + try: + cvar_info = self.variables[pre] + except KeyError as err: + handle_error(f"Variable {pre} was not found in list of defined case variables", err, err_level) + + cvar_len = len(cvar_info["variables"]) # len of the tuple of refs + if len(r): # range among several variables + r = r.rstrip("]").strip() # string version of a non-trivial range + parts_comma = r.split(",") + rng: range | list[int] = [] + for i, p in enumerate(parts_comma): + parts_ellipses = p.split("..") + if len(parts_ellipses) == 1: # no ellipses. Should be an index + try: + idx = int(p) + except ValueError as err: + return handle_error(f"Unhandled index {p}[{i}] for variable {pre}", err, err_level) + if not 0 <= idx < cvar_len: + return handle_error(f"Index {idx} of variable {pre} out of range", None, err_level) + if not isinstance(rng, list): + return handle_error(f"A list was expected as range here. Found {rng}", None, err_level) + rng.append(idx) + else: + _assert(len(parts_ellipses) == 2, f"RangeError: Exactly two indices expected in {p} of {pre}") + parts_ellipses[1] = parts_ellipses[1].lstrip(".") # facilitates the option to use '...' or '..' + try: + if len(parts_ellipses[0]) == 0: + idx0 = 0 + else: + idx0 = int(parts_ellipses[0]) + assert 0 <= idx0 <= cvar_len, f"Index {idx0} of variable {pre} out of range" + if len(parts_ellipses[1]) == 0: + idx1 = cvar_len + else: + idx1 = int(parts_ellipses[1]) + assert idx0 <= idx1 <= cvar_len, f"Index {idx1} of variable {pre} out of range" + except ValueError as err: + return handle_error("Unhandled ellipses '{parts_comma}' for variable {pre}", err, err_level) + rng = range(idx0, idx1) + else: # no expicit range + if cvar_len == 1: # scalar variable + rng = [0] + else: # all elements + rng = range(cvar_len) + return (pre, cvar_info, rng) + def info(self, case: Case | None = None, level: int = 0) -> str: """Show main infromation and the cases structure as string.""" txt = "" @@ -954,19 +967,69 @@ def save(self, jsfile: str | Path = ""): self._header_transform(tostring=True) self.res.write(jsfile) - def plot_time_series(self, aliases: list[str], title=""): - """Extract the provided alias variables and plot the data found in the same plot.""" + def inspect(self, component: str | None = None, variable: str | None = None): + """Inspect the results and return a dictionary on which data are found. + + Args: + component (str): Possibility to inspect only data with respect to a given component + variable (str): Possibility to inspect only data with respect to a given variable + + Retruns: + A dictionary { : {'len':#data points, 'range':[tMin, tMax], 'info':info-dict} + The info-dict is and element of Cases.variables. See Cases.get_case_variables() for definition. + """ + cont : dict = {} + assert isinstance(self.case, Case) + assert isinstance(self.case.cases, Cases) + for _time, components in self.res.js_py.items(): + if _time != "header": + time = float(_time) + for c, variables in components.items(): + if component is None or c == component: + for v, _ in variables.items(): + if variable is None or variable == v: + ident = c + "." + v + if ident in cont: # already registered + cont[ident]["range"][1] = time # update upper bound + cont[ident]["len"] += 1 # update length + else: # new entry + v_name, v_info, v_range = self.case.cases.disect_variable(v, err_level=0) + assert len(v_name), f"Variable {v} not found in cases spec {self.case.cases.file}" + cont.update( + { + ident: { + "len": 1, + "range": [time, time], + "info": v_info, + } + } + ) + return cont + + def plot_time_series(self, variables: list[str], title: str = ""): + """Extract the provided alias variables and plot the data found in the same plot. + + Args: + variables (list[str]): list of variable identificators as str. + A variable identificator is the jspath expression after the time, i.e. .[] + For example 'bb.v[2]' identifies the z-velocity of the component 'bb' + title (str): optional title of the plot + """ if not len(self.res.js_py) or self.case is None: return - timefac = self.case.cases.timefac - for var in aliases: + #timefac = self.case.cases.timefac + for var in variables: times: list = [] values: list = [] for key in self.res.js_py: - if isinstance(key, int): # time value - if var in self.res.js_py[key]: - times.append(key / timefac) - values.append(self.res.js_py[key][var][2][0]) + found = self.res.jspath("$['" + str(key) + "']." + var) + if found is not None: + if isinstance(found, list): + raise NotImplementedError("So far not implemented for multi-dimensional plots") from None + else: + times.append(key) + values.append(found) + plt.plot(times, values, label=var, linewidth=3) if len(title): diff --git a/examples/run_cases.py b/examples/run_cases.py deleted file mode 100644 index 542bdfd..0000000 --- a/examples/run_cases.py +++ /dev/null @@ -1,12 +0,0 @@ -from pathlib import Path - -from case_study.case import Cases -from case_study.simulator_interface import SimulatorInterface - -if __name__ == "__main__": - cases = Cases( - Path(Path(__file__).parent.parent / "tests/data/BouncingBall0/BouncingBall.cases"), - SimulatorInterface(Path(__file__).parent.parent / "tests/data/BouncingBall0/OspSystemStructure.xml"), - ) - - print("RESULTS", cases.run_case(cases.case_by_name("case1"), "results")) diff --git a/tests/_test_mobileCrane.py b/tests/_test_mobileCrane.py deleted file mode 100644 index ebd55a8..0000000 --- a/tests/_test_mobileCrane.py +++ /dev/null @@ -1,201 +0,0 @@ -from math import radians -from pathlib import Path - -import numpy as np -from case_study.case import Case, Cases -from case_study.simulator_interface import SimulatorInterface, from_xml - -# import pytest -# import inspect -from fmpy import dump, plot_result, simulate_fmu -from fmpy.validation import validate_fmu -from libcosimpy.CosimExecution import CosimExecution -from libcosimpy.CosimManipulator import CosimManipulator -from libcosimpy.CosimObserver import CosimObserver - - -def _file(file: str = "MobileCrane.cases"): - path = Path(__file__).parent.joinpath(file) - assert path.exists(), f"File {file} does not exist at {Path(__file__).parent.joinpath(file)}" - return path - - -def np_arrays_equal(arr1, arr2, dtype="float64", eps=1e-7): - assert len(arr1) == len(arr2), "Length not equal!" - if isinstance(arr2, (tuple, list)): - arr2 = np.array(arr2, dtype=dtype) - assert isinstance(arr1, np.ndarray) and isinstance( - arr2, np.ndarray - ), "At least one of the parameters is not an ndarray!" - assert arr1.dtype == arr2.dtype, f"Arrays are of type {arr1.dtype} != {arr2.dtype}" - - for i in range(len(arr1)): - assert abs(arr1[i] - arr2[i]) < eps, f"Component {i}: {arr1[i]} != {arr2[i]}" - - -def validate(model, msg=False): - val = validate_fmu(model) - assert not len(val), f"Validation of the modelDescription of {model} was not successful. Errors: {val}" - if msg: - print(f"Validation of {model} ok") - print(dump(model)) - - -def find_index(lst: list, el: tuple, eps=1e-7): - for idx, e in enumerate(lst): - if len(e) == len(el) and all(abs(e[i] - el[i]) < eps for i in range(len(el))): - return idx - return None - - -def test_simpletable(interpolate=True): - """Test the SimpleTable FMU, copied into the OSP_MobileCrane folder, using fmpy""" - validate("OSP_MobileCrane/SimpleTable.fmu") - assert Path("OSP_MobileCrane/SimpleTable.fmu").exists(), "SimpleTable.fmu not found" - result = simulate_fmu( # type: ignore - "OSP_MobileCrane/SimpleTable.fmu", - stop_time=10.0, - step_size=0.1, - validate=True, - solver="Euler", - debug_logging=True, - logger=print, # fmi_call_logger=print, - start_values={"interpolate": interpolate}, - ) - # plot_result( result) - assert 71 == find_index(list(result), (7.1, 8, 7, 6)), "Element not found" - - -def test_mobilecrane(): - validate("OSP_MobileCrane/MobileCrane.fmu", msg=True) - result = simulate_fmu( # type: ignore - "OSP_MobileCrane/MobileCrane.fmu", - stop_time=1.0, - step_size=0.1, - validate=True, - solver="Euler", - debug_logging=True, - logger=print, # fmi_call_logger=print, - start_values={ - "pedestal_mass": 10000.0, - "pedestal_boom[0]": 3.0, - "boom_mass": 1000.0, - "boom_boom[0]": 8, - "boom_boom[1]": radians(50), - "craneAngularVelocity[0]": 0.1, - "craneAngularVelocity[1]": 0.0, - "craneAngularVelocity[2]": 0.0, - "craneAngularVelocity[3]": 1.0, - }, - ) - plot_result(result) - - -# print("RESULT", result) - - -def test_simulator_from_system_structure(): - """SimulatorInterface from OspSystemStructure.xml""" - systemfile = _file("OSP_mobileCrane/OspSystemStructure.xml") - sim = SimulatorInterface(systemfile, name="MobileCrane", description="test") # components, manipulator, observer - assert isinstance(sim, SimulatorInterface), "Basic OSP simulator interface" - assert sim.name == "MobileCrane", "Simulator interface name" - assert sim.description == "test", "sim.description" - assert sim.sysconfig is not None and sim.sysconfig.name == "OspSystemStructure.xml", "sim config file" - assert ( - from_xml(sim.sysconfig)[0].tag - == "{http://opensimulationplatform.com/MSMI/OSPSystemStructure}OspSystemStructure" - ), "sim._system.tag" - assert type(sim.simulator) == CosimExecution, "type(sim.simulator)" - assert "mobileCrane" in sim.components and len(sim.components) == 2, "sim.components" - assert type(sim.observer) == CosimObserver, "sim.observer" - assert type(sim.manipulator) == CosimManipulator, "sim.manipulator" - assert "pedestal_centerOfMass[2]" in sim.get_variables("mobileCrane"), "Variable pedestal_centerOfMass[2] expected" - assert ( - sim.get_variables("mobileCrane")["pedestal_centerOfMass[2]"]["reference"] == 21 - ), "Variable pedestal_centerOfMass[2] reference" - assert ( - sim.get_variables("mobileCrane")["pedestal_centerOfMass[2]"]["type"] == 0 - ), "Variable pedestal_centerOfMass[2] type" - assert ( - sim.get_variables("mobileCrane")["pedestal_centerOfMass[2]"]["causality"] == 0 - ), "Variable pedestal_centerOfMass[2] causality" - assert ( - sim.get_variables("mobileCrane")["pedestal_centerOfMass[2]"]["variability"] == 4 - ), "Variable pedestal_centerOfMass[2] variability" - - -# groups = sim.identify_variable_groups("mobileCrane", include_all=True) -# for g in groups: -# print(f"'mobileCrane', {g}, {groups[g]['description']}") - - -def test_cases(): - """Test of the features provided by the Cases class""" - sim = SimulatorInterface(_file("OSP_MobileCrane/OspSystemStructure.xml")) - assert len(sim.components) == 2, "Number of components" - assert "mobileCrane" in sim.components, "mobileCrane is a components" - assert "simpleTable" in sim.components, "simpleTable is a components" - variables = sim.get_variables("mobileCrane") - assert all(f"craneTorque[{i}]" in variables for i in range(3)), "Vector 'craneTorque'" - variables = sim.get_variables("simpleTable") - assert all(f"outs[{i}]" in variables for i in range(3)), "Vector 'outs' of simpleTable" - cases = Cases(_file("MobileCrane.cases"), sim) - print(cases.info()) - # cases.spec - assert isinstance(cases.spec, dict), f"dict expected as cases.spec. Found {cases.spec}" - assert cases.spec["name"] == "MobileCrane", f"MobileCrane expected as cases name. Found {cases.spec['name']}" - assert isinstance(cases.spec["description"], str), f"str expected as description. Found:{cases.spec['description']}" - assert cases.spec["description"].startswith("Case Study with the Crane"), "description not as expected" - assert cases.spec["modelFile"] == "../data/BouncingBall/OspSystemStructure.xml", "modelFile not as expected" - # ?? to be extended when working actively with the FMU - - -def check_value(case: "Case", var: str, val: float): - assert isinstance(case.spec, dict), f"Dict expected. Found {case.spec}" - if var in case.spec: - assert case.spec[var] == val, f"Wrong value {case.spec[var]} for variable {var}. Expected: {val}" - else: # not explicitly defined for this case. Shall be defined in the hierarchy! - assert case.parent is not None, "Parent needed at this stage" - check_value(case.parent, var, val) - - -def test_case(): - """Test of the features provided by the Case class""" - sim = SimulatorInterface(_file("OSP_MobileCrane/OspSystemStructure.xml")) - cases = Cases(_file("OSP_MobileCrane/MobileCrane.cases"), sim) - assert cases.base.list_cases()[2] == ["case3"], "Error in list_cases" - assert cases.base.special == { - "stopTime": 3, - "startTime": 0.0, - "stepSize": 0.01, - }, f"Base case special not as expected. Found {cases.base.special}" - # iter() - case2 = cases.case_by_name("case2") - assert case2 is not None, "None is not acceptable for case2" - assert [c.name for c in case2.iter()] == ["base", "case1", "case2"], "Hierarchy of case2 not as expected" - check_value(case2, "v", 9.0) - check_value(case2, "h", 5.0) - check_value(case2, "e", 0.7) - assert case2.act_set[0.0][0].func.__name__ == "_set_initial", "function name" - assert case2.act_set[0.0][0].args[0] == "bb", "model instance" - assert case2.act_set[0.0][0].args[1] == "real", "variable type" - assert case2.act_set[0.0][0].args[2] == (3,), "variable ref" - assert case2.act_set[0.0][0].args[3] == (9.0,), "variable value" - assert cases.results.act_get[1.0][0].func.__name__ == "get_variable_value", "get @time function" - assert cases.results.act_get[1.0][0].args[0] == "bb", "model instance" - assert cases.results.act_get[1.0][0].args[1] == "real", "variable type" - assert cases.results.act_get[1.0][0].args[2] == (3,), "variable refs" - # assert cases.get_alias_variables( "BouncingBall", "bb", 3) == "v", "alias_name_from_spec" - assert cases.results.act_step[None][0].args[2] == (1,), "variable refs of act_step" - assert cases.results.act_final[0].args[2] == (6,), "variable refs of act_final" - print("RESULTS", cases.run_case(cases.base, dump=True)) - cases.base.plot_time_series(["h"], "TestPlot") - - -if __name__ == "__main__": - # test_simpletable() - # test_mobilecrane() - # test_simulator_from_system_structure() - # test_cases() - test_case() diff --git a/tests/data/BouncingBall3D/BouncingBall3D.cases b/tests/data/BouncingBall3D/BouncingBall3D.cases index d9e082d..dbbe6fb 100644 --- a/tests/data/BouncingBall3D/BouncingBall3D.cases +++ b/tests/data/BouncingBall3D/BouncingBall3D.cases @@ -41,6 +41,6 @@ results : { x@0.0, x@step, v@step, - x_b@step, + 'x_b[0]@step', ]} } diff --git a/tests/data/BouncingBall3D/BouncingBall3D.fmu b/tests/data/BouncingBall3D/BouncingBall3D.fmu index 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