From fb9a0f4498bda66825ebbd9e0204d4cc82ef3470 Mon Sep 17 00:00:00 2001 From: Usman Rashid Date: Thu, 5 Dec 2024 12:59:36 +1300 Subject: [PATCH] Fixed an issue where TSEBRA failed because LIFTOFF lifted non-protein coding genes --- .github/workflows/branch.yml | 16 +-- .github/workflows/download_pipeline.yml | 6 +- CHANGELOG.md | 14 ++- README.md | 2 +- conf/modules.config | 4 +- .../main.nf} | 66 ++++++----- .../local/fasta_liftoff/tests/main.nf.test | 105 ++++++++++++++++++ .../fasta_liftoff/tests/main.nf.test.snap | 55 +++++++++ .../local/fasta_liftoff/tests/nextflow.config | 29 +++++ .../tests/testdata/GCF_019202715.1.fna.gz | Bin 0 -> 188920 bytes .../tests/testdata/GCF_019202715.1.gff.gz | Bin 0 -> 16035 bytes .../fasta_liftoff/tests/testdata/README.md | 1 + subworkflows/local/gff_store.nf | 6 +- workflows/genepal.nf | 2 +- 14 files changed, 256 insertions(+), 50 deletions(-) rename subworkflows/local/{fasta_liftoff.nf => fasta_liftoff/main.nf} (76%) create mode 100644 subworkflows/local/fasta_liftoff/tests/main.nf.test create mode 100644 subworkflows/local/fasta_liftoff/tests/main.nf.test.snap create mode 100644 subworkflows/local/fasta_liftoff/tests/nextflow.config create mode 100644 subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.fna.gz create mode 100644 subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.gff.gz create mode 100644 subworkflows/local/fasta_liftoff/tests/testdata/README.md diff --git a/.github/workflows/branch.yml b/.github/workflows/branch.yml index d1d686b..2980b4f 100644 --- a/.github/workflows/branch.yml +++ b/.github/workflows/branch.yml @@ -1,15 +1,15 @@ name: nf-core branch protection -# This workflow is triggered on PRs to master branch on the repository -# It fails when someone tries to make a PR against the nf-core `master` branch instead of `dev` +# This workflow is triggered on PRs to main branch on the repository +# It fails when someone tries to make a PR against the Plant-Food-Research-Open `main` branch instead of `dev` on: pull_request_target: - branches: [master] + branches: [main] jobs: test: runs-on: ubuntu-latest steps: - # PRs to the nf-core repo master branch are only ok if coming from the nf-core repo `dev` or any `patch` branches + # PRs to the nf-core repo main branch are only ok if coming from the nf-core repo `dev` or any `patch` branches - name: Check PRs if: github.repository == 'Plant-Food-Research-Open/genepal' run: | @@ -22,7 +22,7 @@ jobs: uses: mshick/add-pr-comment@b8f338c590a895d50bcbfa6c5859251edc8952fc # v2 with: message: | - ## This PR is against the `master` branch :x: + ## This PR is against the `main` branch :x: * Do not close this PR * Click _Edit_ and change the `base` to `dev` @@ -32,9 +32,9 @@ jobs: Hi @${{ github.event.pull_request.user.login }}, - It looks like this pull-request is has been made against the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `master` branch. - The `master` branch on nf-core repositories should always contain code from the latest release. - Because of this, PRs to `master` are only allowed if they come from the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `dev` branch. + It looks like this pull-request is has been made against the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `main` branch. + The `main` branch should always contain code from the latest release. + Because of this, PRs to `main` are only allowed if they come from the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `dev` branch. You do not need to close this PR, you can change the target branch to `dev` by clicking the _"Edit"_ button at the top of this page. Note that even after this, the test will continue to show as failing until you push a new commit. diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml index 4f109b3..845b6ad 100644 --- a/.github/workflows/download_pipeline.yml +++ b/.github/workflows/download_pipeline.yml @@ -2,7 +2,7 @@ name: Test successful pipeline download with 'nf-core pipelines download' # Run the workflow when: # - dispatched manually -# - when a PR is opened or reopened to master branch +# - when a PR is opened or reopened to main branch # - the head branch of the pull request is updated, i.e. if fixes for a release are pushed last minute to dev. on: workflow_dispatch: @@ -17,10 +17,10 @@ on: - edited - synchronize branches: - - master + - main pull_request_target: branches: - - master + - main env: NXF_ANSI_LOG: false diff --git a/CHANGELOG.md b/CHANGELOG.md index 1e2d164..8d588ec 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -3,12 +3,24 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). -## v0.6.0 - [4-Dec-2024] +## v0.6.0 - [6-Dec-2024] ### 'Added' 1. Added cDNA and CDS outputs to /annotations/ directory [#118](https://github.com/Plant-Food-Research-Open/genepal/issues/118) +### `Fixed` + +1. Fixed an issue where TSEBRA failed because LIFTOFF lifted non-protein coding genes [#121](https://github.com/Plant-Food-Research-Open/genepal/issues/121) +2. Switched branch name from `master` to `main` in the GHA CIs + +### `Dependencies` + +1. Nextflow!>=24.04.2 +2. nf-schema@2.1.1 + +### `Deprecated` + ## v0.5.0 - [21-Nov-2024] ### `Added` diff --git a/README.md b/README.md index 0cc92ea..51f3a3e 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ - Merge multi-reference liftoffs - Remove liftoff transcripts marked by _valid_ORF=False_ - Remove liftoff genes with any intron shorter than 10 bp - - Remove rRNA and tRNA from liftoff + - Remove rRNA, tRNA and other non-protein coding models from liftoff - Optionally, allow or remove iso-forms - Remove BRAKER models from Liftoff loci - Merge Liftoff and BRAKER models diff --git a/conf/modules.config b/conf/modules.config index 8e98b4f..44e6123 100644 --- a/conf/modules.config +++ b/conf/modules.config @@ -199,7 +199,7 @@ process { // SUBWORKFLOW: FASTA_LIFTOFF } withName: '.*:FASTA_LIFTOFF:GFFREAD_BEFORE_LIFTOFF' { - ext.args = '--no-pseudo --keep-genes' + ext.args = '--no-pseudo --keep-genes -C' } withName: '.*:FASTA_LIFTOFF:MERGE_LIFTOFF_ANNOTATIONS' { @@ -212,7 +212,7 @@ process { // SUBWORKFLOW: FASTA_LIFTOFF withName: '.*:FASTA_LIFTOFF:GFFREAD_AFTER_LIFTOFF' { ext.prefix = { "${meta.id}.liftoff" } - ext.args = '--keep-genes' + ext.args = '--no-pseudo --keep-genes -C' } withName: '.*:FASTA_LIFTOFF:GFF_TSEBRA_SPFILTERFEATUREFROMKILLLIST:AGAT_CONVERTSPGFF2GTF' { diff --git a/subworkflows/local/fasta_liftoff.nf b/subworkflows/local/fasta_liftoff/main.nf similarity index 76% rename from subworkflows/local/fasta_liftoff.nf rename to subworkflows/local/fasta_liftoff/main.nf index 0da2949..d1d818f 100644 --- a/subworkflows/local/fasta_liftoff.nf +++ b/subworkflows/local/fasta_liftoff/main.nf @@ -1,22 +1,22 @@ -include { GUNZIP as GUNZIP_FASTA } from '../../modules/nf-core/gunzip/main' -include { GUNZIP as GUNZIP_GFF } from '../../modules/nf-core/gunzip/main' -include { GFFREAD as GFFREAD_BEFORE_LIFTOFF } from '../../modules/nf-core/gffread/main' -include { LIFTOFF } from '../../modules/nf-core/liftoff/main' -include { AGAT_SPMERGEANNOTATIONS as MERGE_LIFTOFF_ANNOTATIONS } from '../../modules/nf-core/agat/spmergeannotations/main' -include { AGAT_SPFLAGSHORTINTRONS } from '../../modules/gallvp/agat/spflagshortintrons/main' -include { AGAT_SPFILTERFEATUREFROMKILLLIST } from '../../modules/nf-core/agat/spfilterfeaturefromkilllist/main' -include { GFFREAD as GFFREAD_AFTER_LIFTOFF } from '../../modules/nf-core/gffread/main' -include { GFF_TSEBRA_SPFILTERFEATUREFROMKILLLIST } from '../../subworkflows/local/gff_tsebra_spfilterfeaturefromkilllist' +include { GUNZIP as GUNZIP_FASTA } from '../../../modules/nf-core/gunzip/main' +include { GUNZIP as GUNZIP_GFF } from '../../../modules/nf-core/gunzip/main' +include { GFFREAD as GFFREAD_BEFORE_LIFTOFF } from '../../../modules/nf-core/gffread/main' +include { LIFTOFF } from '../../../modules/nf-core/liftoff/main' +include { AGAT_SPMERGEANNOTATIONS as MERGE_LIFTOFF_ANNOTATIONS } from '../../../modules/nf-core/agat/spmergeannotations/main' +include { AGAT_SPFLAGSHORTINTRONS } from '../../../modules/gallvp/agat/spflagshortintrons/main' +include { AGAT_SPFILTERFEATUREFROMKILLLIST } from '../../../modules/nf-core/agat/spfilterfeaturefromkilllist/main' +include { GFFREAD as GFFREAD_AFTER_LIFTOFF } from '../../../modules/nf-core/gffread/main' +include { GFF_TSEBRA_SPFILTERFEATUREFROMKILLLIST } from '../../../subworkflows/local/gff_tsebra_spfilterfeaturefromkilllist' workflow FASTA_LIFTOFF { take: - target_assemby // Channel: [ meta, fasta ] - xref_fasta // Channel: [ meta2, fasta ] - xref_gff // Channel: [ meta2, gff3 ] + target_assembly // Channel: [ meta, fasta ] + xref_fasta // Channel: [ meta2, fasta(.gz)? ] + xref_gff // Channel: [ meta2, gff3(.gz)? ] val_filter_liftoff_by_hints // val(true|false) braker_hints // [ meta, gff ] tsebra_config // Channel: [ cfg ] - allow_isoforms // val(true|false) + val_allow_isoforms // val(true|false) main: @@ -24,7 +24,7 @@ workflow FASTA_LIFTOFF { // MODULE: GUNZIP as GUNZIP_FASTA ch_xref_fasta_branch = xref_fasta - | branch { meta, file -> + | branch { _meta, file -> gz: "$file".endsWith(".gz") rest: !"$file".endsWith(".gz") } @@ -40,7 +40,7 @@ workflow FASTA_LIFTOFF { // MODULE: GUNZIP as GUNZIP_GFF ch_xref_gff_branch = xref_gff - | branch { meta, file -> + | branch { _meta, file -> gz: "$file".endsWith(".gz") rest: !"$file".endsWith(".gz") } @@ -61,7 +61,7 @@ workflow FASTA_LIFTOFF { ch_versions = ch_versions.mix(GFFREAD_BEFORE_LIFTOFF.out.versions.first()) // MODULE: LIFTOFF - ch_liftoff_inputs = target_assemby + ch_liftoff_inputs = target_assembly | combine( ch_xref_gunzip_fasta | join( @@ -72,7 +72,7 @@ workflow FASTA_LIFTOFF { [ [ id: "${meta.id}.from.${ref_meta.id}", - target_assemby: meta.id + target_assembly: meta.id ], target_fa, ref_fa, @@ -81,21 +81,21 @@ workflow FASTA_LIFTOFF { } LIFTOFF( - ch_liftoff_inputs.map { meta, target_fa, ref_fa, ref_gff -> [ meta, target_fa ] }, - ch_liftoff_inputs.map { meta, target_fa, ref_fa, ref_gff -> ref_fa }, - ch_liftoff_inputs.map { meta, target_fa, ref_fa, ref_gff -> ref_gff }, + ch_liftoff_inputs.map { meta, target_fa, _ref_fa, _ref_gff -> [ meta, target_fa ] }, + ch_liftoff_inputs.map { _meta, _target_fa, ref_fa, _ref_gff -> ref_fa }, + ch_liftoff_inputs.map { _meta, _target_fa, _ref_fa, ref_gff -> ref_gff }, [] ) ch_liftoff_gff3 = LIFTOFF.out.polished_gff3 - | map { meta, gff -> [ [ id: meta.target_assemby ], gff ] } + | map { meta, gff -> [ [ id: meta.target_assembly ], gff ] } | groupTuple ch_versions = ch_versions.mix(LIFTOFF.out.versions.first()) // MODULE: AGAT_SPMERGEANNOTATIONS as MERGE_LIFTOFF_ANNOTATIONS ch_merge_inputs = ch_liftoff_gff3 - | branch { meta, list_polished -> + | branch { _meta, list_polished -> one: list_polished.size() == 1 many: list_polished.size() > 1 } @@ -119,23 +119,29 @@ workflow FASTA_LIFTOFF { ch_flagged_gff = AGAT_SPFLAGSHORTINTRONS.out.gff ch_versions = ch_versions.mix(AGAT_SPFLAGSHORTINTRONS.out.versions.first()) - // COLLECTFILE: Kill list for valid_ORF=False transcripts - // tRNA, rRNA - // gene with any intron marked as 'pseudo=' by AGAT/SPFLAGSHORTINTRONS + // collectFile: Kill list for valid_ORF=False transcripts + // tRNA, rRNA, gene with any intron marked as + // 'pseudo=' by AGAT/SPFLAGSHORTINTRONS ch_kill_list = ch_flagged_gff | map { meta, gff -> def tx_from_gff = gff.readLines() .findAll { it -> + // Can't add to kill list if ( it.startsWith('#') ) { return false } def cols = it.split('\t') def feat = cols[2] - if ( feat in [ 'tRNA', 'rRNA' ] ) { return true } - if ( feat !in [ 'transcript', 'mRNA', 'gene' ] ) { return false } + // Add to kill list anything other than standard features + if ( feat !in [ 'gene', 'transcript', 'mRNA', 'exon', 'CDS', 'five_prime_UTR', 'three_prime_UTR' ] ) { return true } + + // Ignore [ 'exon', 'CDS', 'five_prime_UTR', 'three_prime_UTR' ] + if ( feat !in [ 'gene', 'transcript', 'mRNA' ] ) { return false } def attrs = cols[8] + + // Add [ 'gene', 'transcript', 'mRNA' ] with 'valid_ORF=False' or 'pseudo=' attributes to kill list ( attrs.contains('valid_ORF=False') || attrs.contains('pseudo=') ) } .collect { @@ -160,8 +166,8 @@ workflow FASTA_LIFTOFF { AGAT_SPFILTERFEATUREFROMKILLLIST( - ch_agat_kill_inputs.map { meta, gff, kill -> [ meta, gff ] }, - ch_agat_kill_inputs.map { meta, gff, kill -> kill }, + ch_agat_kill_inputs.map { meta, gff, _kill -> [ meta, gff ] }, + ch_agat_kill_inputs.map { _meta, _gff, kill -> kill }, [] // default config ) @@ -179,7 +185,7 @@ workflow FASTA_LIFTOFF { val_filter_liftoff_by_hints ? ch_attr_trimmed_gff : Channel.empty(), braker_hints, tsebra_config, - allow_isoforms, + val_allow_isoforms, 'liftoff' ) diff --git a/subworkflows/local/fasta_liftoff/tests/main.nf.test b/subworkflows/local/fasta_liftoff/tests/main.nf.test new file mode 100644 index 0000000..dabc023 --- /dev/null +++ b/subworkflows/local/fasta_liftoff/tests/main.nf.test @@ -0,0 +1,105 @@ +nextflow_workflow { + + name "Test Subworkflow FASTA_LIFTOFF" + script "../main.nf" + workflow "FASTA_LIFTOFF" + config './nextflow.config' + + tag "subworkflows" + tag "subworkflows_gallvp" + tag "subworkflows/fasta_liftoff" + tag "subworkflows/gff_tsebra_spfilterfeaturefromkilllist" + + tag "gunzip" + tag "gffread" + tag "liftoff" + tag "agat" + tag "agat/spmergeannotations" + tag "agat/spflagshortintrons" + tag "agat/spfilterfeaturefromkilllist" + + setup { + run('GUNZIP', alias: 'GUNZIP_GENOME_FASTA') { + script "../../../../modules/nf-core/gunzip" + + process { + """ + input[0] = [ + [ id:'test' ], + file(params.modules_testdata_base_path + 'genomics/eukaryotes/actinidia_chinensis/genome/chr1/genome.fasta.gz', checkIfExists: true) + ] + """ + } + } + + run('GUNZIP', alias: 'GUNZIP_BRAKER_HINTS') { + script "../../../../modules/nf-core/gunzip" + + process { + """ + input[0] = [ + [ id:'test' ], + file(params.modules_testdata_base_path + 'genomics/eukaryotes/actinidia_chinensis/genome/chr1/genome.hints.gff.gz', checkIfExists: true) + ] + """ + } + } + } + + + test("liftoff - GCF_019202715 - to - actinidia_chinensis") { + + when { + workflow { + """ + input[0] = GUNZIP_GENOME_FASTA.out.gunzip + + input[1] = Channel.of([ + [ id:'ref' ], + file ( "${baseDir}/subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.fna.gz", checkIfExists: true ) + ]) + input[2] = Channel.of([ + [ id:'ref' ], + file ( "${baseDir}/subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.gff.gz", checkIfExists: true ) + ]) + + input[3] = true // val_filter_liftoff_by_hints + + input[4] = GUNZIP_BRAKER_HINTS.out.gunzip + + input[5] = Channel.of ( file("${baseDir}/assets/tsebra-template.cfg", checkIfExists: true) ) + | map { cfg -> + def enforce_full_intron_support = true + def param_intron_support = enforce_full_intron_support ? '1.0' : '0.0' + + def param_e1 = params.allow_isoforms ? '0.1' : '0.0' + def param_e2 = params.allow_isoforms ? '0.5' : '0.0' + def param_e3 = params.allow_isoforms ? '0.05' : '0.0' + def param_e4 = params.allow_isoforms ? '0.2' : '0.0' + + [ + 'tsebra-config.cfg', + cfg + .text + .replace('PARAM_INTRON_SUPPORT', param_intron_support) + .replace('PARAM_E1', param_e1) + .replace('PARAM_E2', param_e2) + .replace('PARAM_E3', param_e3) + .replace('PARAM_E4', param_e4) + ] + } + | collectFile + + input[6] = false // val_allow_isoforms + """ + } + } + + then { + assertAll( + { assert workflow.success}, + { assert snapshot(workflow.out).match()} + ) + } + } +} diff --git a/subworkflows/local/fasta_liftoff/tests/main.nf.test.snap b/subworkflows/local/fasta_liftoff/tests/main.nf.test.snap new file mode 100644 index 0000000..2270b36 --- /dev/null +++ b/subworkflows/local/fasta_liftoff/tests/main.nf.test.snap @@ -0,0 +1,55 @@ +{ + "liftoff - GCF_019202715 - to - actinidia_chinensis": { + "content": [ + { + "0": [ + [ + { + "id": "test" + }, + "test.gff:md5,b2b6a54f44df1dc2a324e7c448f8703c" + ] + ], + "1": [ + "versions.yml:md5,19d093420a74661d71e3690828949796", + "versions.yml:md5,1b4c11d661d6f5415fba4c381299308b", + "versions.yml:md5,1cafcdb9de6b733da7979604133eae25", + "versions.yml:md5,3fa77145c369d5322ea24769c9222947", + "versions.yml:md5,441fcf0a52433b408072a27ece6ae016", + "versions.yml:md5,4cee921a63318a115b0b4ea63545efc4", + "versions.yml:md5,7a863df1624e9daeb1065a18723a7181", + "versions.yml:md5,7ce16ccb5b6a919500779dac3a3476cc", + "versions.yml:md5,90f389011e267060373c0e2810d6ca0f", + "versions.yml:md5,c1f60e3da5457e968b8689d5e43ebdac", + "versions.yml:md5,ee651692163b338557acdd094a5d2bb8" + ], + "gff3": [ + [ + { + "id": "test" + }, + "test.gff:md5,b2b6a54f44df1dc2a324e7c448f8703c" + ] + ], + "versions": [ + "versions.yml:md5,19d093420a74661d71e3690828949796", + "versions.yml:md5,1b4c11d661d6f5415fba4c381299308b", + "versions.yml:md5,1cafcdb9de6b733da7979604133eae25", + "versions.yml:md5,3fa77145c369d5322ea24769c9222947", + "versions.yml:md5,441fcf0a52433b408072a27ece6ae016", + "versions.yml:md5,4cee921a63318a115b0b4ea63545efc4", + "versions.yml:md5,7a863df1624e9daeb1065a18723a7181", + "versions.yml:md5,7ce16ccb5b6a919500779dac3a3476cc", + "versions.yml:md5,90f389011e267060373c0e2810d6ca0f", + "versions.yml:md5,c1f60e3da5457e968b8689d5e43ebdac", + "versions.yml:md5,ee651692163b338557acdd094a5d2bb8" + ] + } + ], + "meta": { + "nf-test": "0.9.0", + "nextflow": "24.04.4" + }, + "timestamp": "2024-12-05T12:49:44.433235" + } +} \ No newline at end of file diff --git a/subworkflows/local/fasta_liftoff/tests/nextflow.config b/subworkflows/local/fasta_liftoff/tests/nextflow.config new file mode 100644 index 0000000..6a94503 --- /dev/null +++ b/subworkflows/local/fasta_liftoff/tests/nextflow.config @@ -0,0 +1,29 @@ +process { + + withName: 'FASTA_LIFTOFF:GFFREAD_BEFORE_LIFTOFF' { + ext.args = '--no-pseudo --keep-genes -C' + } + + withName: 'FASTA_LIFTOFF:LIFTOFF' { + ext.args = [ + '-exclude_partial', + '-copies', + '-polish', + "-a 0.9", + "-s 0.9" + ].join(' ').trim() + } + + withName: 'FASTA_LIFTOFF:AGAT_SPFILTERFEATUREFROMKILLLIST' { + ext.prefix = { "${meta.id}.invalid.orf.purged" } + } + + withName: 'FASTA_LIFTOFF:GFFREAD_AFTER_LIFTOFF' { + ext.prefix = { "${meta.id}.liftoff" } + ext.args = '--no-pseudo --keep-genes -C' + } + + withName: 'FASTA_LIFTOFF:GFF_TSEBRA_SPFILTERFEATUREFROMKILLLIST:AGAT_CONVERTSPGFF2GTF' { + ext.args = '--gtf_version relax' + } +} diff --git a/subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.fna.gz b/subworkflows/local/fasta_liftoff/tests/testdata/GCF_019202715.1.fna.gz new file mode 100644 index 0000000000000000000000000000000000000000..bf37bd97f4b2af88a8fc35ee297e5212b16c06db GIT binary patch literal 188920 zcmV(xKGQVndE=P-`}z51?63Xv z?$29#o1b^p@AvUOA6;YrzhC^kZ|zg;pZ9sj-2aZX_Bq%5{J;O>O2+=p=jA!t=O~LS z9QEn%&w2Z-|Mx4OL-)a5>~H6O&p3yy>soDJQhj(|IQQT8oi4`UbKcM2eOvn%`x5s% z2iNZ~?B6p`pC8(O@pGW}y07c=|L5!bT<`l{?{$4nxX-gsQE%QCIQMmq8sO)>p6mI% z_w%vO`#*o5=W0(K=X03-^?pBpuIJuws_)2pwEH#W!8tPzu(}P z?JK@(P-+PFZyqL&+x`6b8KHgD&$PZz-Cs@VUYE1gF5`{wKGL(t@Y)A^_gU^eQ)98_ z21|47-M1Iuo}_MWhVC;!brZFKoW#bv>%*h2yG)HY#l`Fksm(sh^z1R5^`8ApOoHZTFPl+Q z|1g4ei*=O`C#@5G-e03K9B6Li<~~@A9c%SDc-u$q*ws~IUMqK>dk*Xv=4O@+tD&1L zyU$B(yM6M{A4a{svrdk=?X~rv8n3;T_w|%{t3A%#b@#JoaMfvQTkos z&|V&Q*_xN#x!3#6=Ek5fB{hdNnQjEkL)$;s#C6R_Ev>$4v2aAUJLlL-^nT6?sNHz; 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