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EVA-3707 Add processor for excluding structural variants (#202)
* add exclude structural variant processor
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59 changes: 59 additions & 0 deletions
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...c/ebi/eva/pipeline/configuration/jobs/steps/processors/VariantProcessorConfiguration.java
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/* | ||
* Copyright 2024 EMBL - European Bioinformatics Institute | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package uk.ac.ebi.eva.pipeline.configuration.jobs.steps.processors; | ||
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import org.springframework.batch.core.configuration.annotation.StepScope; | ||
import org.springframework.batch.item.ItemProcessor; | ||
import org.springframework.batch.item.support.CompositeItemProcessor; | ||
import org.springframework.context.annotation.Bean; | ||
import org.springframework.context.annotation.Configuration; | ||
import uk.ac.ebi.eva.commons.models.data.Variant; | ||
import uk.ac.ebi.eva.pipeline.jobs.steps.processors.ExcludeStructuralVariantsProcessor; | ||
import uk.ac.ebi.eva.pipeline.jobs.steps.processors.VariantNoAlternateFilterProcessor; | ||
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import java.util.Arrays; | ||
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import static uk.ac.ebi.eva.pipeline.configuration.BeanNames.COMPOSITE_VARIANT_PROCESSOR; | ||
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/** | ||
* Configuration to inject a VariantProcessor as a bean. | ||
*/ | ||
@Configuration | ||
public class VariantProcessorConfiguration { | ||
@Bean(COMPOSITE_VARIANT_PROCESSOR) | ||
@StepScope | ||
public ItemProcessor<Variant, Variant> compositeVariantProcessor( | ||
VariantNoAlternateFilterProcessor variantNoAlternateFilterProcessor, | ||
ExcludeStructuralVariantsProcessor excludeStructuralVariantsProcessor) { | ||
CompositeItemProcessor<Variant, Variant> compositeProcessor = new CompositeItemProcessor<>(); | ||
compositeProcessor.setDelegates(Arrays.asList(variantNoAlternateFilterProcessor, | ||
excludeStructuralVariantsProcessor)); | ||
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return compositeProcessor; | ||
} | ||
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@Bean | ||
public ExcludeStructuralVariantsProcessor excludeStructuralVariantsProcessor() { | ||
return new ExcludeStructuralVariantsProcessor(); | ||
} | ||
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@Bean | ||
public VariantNoAlternateFilterProcessor variantNoAlternateFilterProcessor() { | ||
return new VariantNoAlternateFilterProcessor(); | ||
} | ||
} |
99 changes: 99 additions & 0 deletions
99
...java/uk/ac/ebi/eva/pipeline/jobs/steps/processors/ExcludeStructuralVariantsProcessor.java
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/* | ||
* | ||
* Copyright 2024 EMBL - European Bioinformatics Institute | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
* | ||
*/ | ||
package uk.ac.ebi.eva.pipeline.jobs.steps.processors; | ||
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import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
import org.springframework.batch.item.ItemProcessor; | ||
import uk.ac.ebi.eva.commons.models.data.Variant; | ||
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import java.text.MessageFormat; | ||
import java.util.regex.Matcher; | ||
import java.util.regex.Pattern; | ||
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/** | ||
* Direct implementation of VCF specification grammars from | ||
* <a href="https://github.com/EBIvariation/vcf-validator/blob/master/src/vcf/vcf.ragel">here</a> and | ||
* <a href="https://github.com/EBIvariation/vcf-validator/blob/master/src/vcf/vcf_v43.ragel">here</a>. | ||
*/ | ||
public class ExcludeStructuralVariantsProcessor implements ItemProcessor<Variant, Variant> { | ||
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private static final Logger logger = LoggerFactory.getLogger(ExcludeStructuralVariantsProcessor.class); | ||
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private static String meta_contig_char = "(\\p{Alnum}|[\\p{Punct}&&[^:<>\\[\\]*=,]])"; | ||
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private static String chromBasicRegEx = MessageFormat.format("([{0}&&[^#]][{0}]*)", meta_contig_char); | ||
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private static String chromContigRegEx = String.format("(<%s>)", chromBasicRegEx); | ||
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private static String chromosomeRegEx = String.format("(%s|%s)", chromBasicRegEx, chromContigRegEx); | ||
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private static String positionRegEx = "([\\p{Digit}]+)"; | ||
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private static String basesRegEx = "([ACTGNactgn]+)"; | ||
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private static String altIDRegEx_positive_match = "([\\p{Alnum}|[\\p{Punct}&&[^,<>]]]+)"; | ||
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private static String altIDRegEx_negative_match = "([\\p{Punct}]+)"; | ||
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private static String altIDRegEx = String.format("((?!%s)%s)", altIDRegEx_negative_match, | ||
altIDRegEx_positive_match); | ||
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private static String stdPrefixRegEx = MessageFormat.format( | ||
"<DEL>|<INS>|<DUP>|<INV>|<CNV>|<DUP:TANDEM>|<DEL:ME:{0}>|<INS:ME:{0}>", "(\\p{Alnum})+"); | ||
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private static String altIndelRegEx = String.format("(%s|\\*)", stdPrefixRegEx); | ||
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private static String altOtherRegEx = String.format("((?!%s)%s)", stdPrefixRegEx, | ||
String.format("<%s>", altIDRegEx)); | ||
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/** | ||
* See <a href="https://github.com/EBIvariation/vcf-validator/blob/be6cf8e2b35f2260166c1e6ffa1258a985a99ba3/src/vcf/vcf_v43.ragel#L190">VCF specification grammar</a> | ||
*/ | ||
private static String altSVRegEx = String.join("|", | ||
String.format("(\\]%s:%s\\]%s)", chromosomeRegEx, positionRegEx, | ||
basesRegEx), | ||
String.format("(\\[%s:%s\\[%s)", chromosomeRegEx, positionRegEx, | ||
basesRegEx), | ||
String.format("(%s\\]%s:%s\\])", basesRegEx, chromosomeRegEx, | ||
positionRegEx), | ||
String.format("(%s\\[%s:%s\\[)", basesRegEx, chromosomeRegEx, | ||
positionRegEx), | ||
String.format("(\\.%s)", basesRegEx), | ||
String.format("(%s\\.)", basesRegEx)); | ||
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private static String altGVCFRegEx = "(<\\*>)"; | ||
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/** | ||
* See <a href="https://github.com/EBIvariation/vcf-validator/blob/be6cf8e2b35f2260166c1e6ffa1258a985a99ba3/src/vcf/vcf_v43.ragel#L201">VCF specification grammar</a> | ||
*/ | ||
private static String STRUCTURAL_VARIANT_REGEX = String.format("^(%s|%s|%s|%s)$", altIndelRegEx, altSVRegEx, | ||
altGVCFRegEx, altOtherRegEx); | ||
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private static final Pattern STRUCTURAL_VARIANT_PATTERN = Pattern.compile(STRUCTURAL_VARIANT_REGEX); | ||
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@Override | ||
public Variant process(Variant variant) { | ||
Matcher matcher = STRUCTURAL_VARIANT_PATTERN.matcher(variant.getAlternate()); | ||
if (matcher.matches()) { | ||
logger.info("Skipped processing structural variant " + variant); | ||
return null; | ||
} | ||
return variant; | ||
} | ||
} |
111 changes: 111 additions & 0 deletions
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...k/ac/ebi/eva/pipeline/configuration/jobs/steps/GenotypedVcfTestSkipStructuralVariant.java
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package uk.ac.ebi.eva.pipeline.configuration.jobs.steps; | ||
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import com.mongodb.client.model.Filters; | ||
import org.junit.Before; | ||
import org.junit.Ignore; | ||
import org.junit.Rule; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.springframework.batch.core.JobExecution; | ||
import org.springframework.batch.core.JobParameters; | ||
import org.springframework.batch.test.JobLauncherTestUtils; | ||
import org.springframework.beans.factory.annotation.Autowired; | ||
import org.springframework.test.context.ActiveProfiles; | ||
import org.springframework.test.context.ContextConfiguration; | ||
import org.springframework.test.context.TestPropertySource; | ||
import org.springframework.test.context.junit4.SpringRunner; | ||
import uk.ac.ebi.eva.pipeline.Application; | ||
import uk.ac.ebi.eva.pipeline.configuration.BeanNames; | ||
import uk.ac.ebi.eva.pipeline.configuration.jobs.GenotypedVcfJobConfiguration; | ||
import uk.ac.ebi.eva.test.configuration.BatchTestConfiguration; | ||
import uk.ac.ebi.eva.test.configuration.TemporaryRuleConfiguration; | ||
import uk.ac.ebi.eva.test.rules.TemporaryMongoRule; | ||
import uk.ac.ebi.eva.utils.EvaJobParameterBuilder; | ||
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import static org.junit.Assert.assertEquals; | ||
import static uk.ac.ebi.eva.test.utils.JobTestUtils.assertCompleted; | ||
import static uk.ac.ebi.eva.utils.FileUtils.getResource; | ||
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@RunWith(SpringRunner.class) | ||
@ActiveProfiles({Application.VARIANT_WRITER_MONGO_PROFILE, Application.VARIANT_ANNOTATION_MONGO_PROFILE}) | ||
@TestPropertySource({"classpath:common-configuration.properties", "classpath:test-mongo.properties"}) | ||
@ContextConfiguration(classes = {GenotypedVcfJobConfiguration.class, BatchTestConfiguration.class, TemporaryRuleConfiguration.class}) | ||
public class GenotypedVcfTestSkipStructuralVariant { | ||
private static final String SMALL_STRUCTURAL_VARIANTS_VCF_FILE = "/input-files/vcf/small_structural_variant.vcf.gz"; | ||
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private static final String SMALL_STRUCTURAL_VARIANTS_VCF_FILE_REF_ALT_STARTS_WITH_SAME_ALLELE = "/input-files/vcf/small_invalid_variant.vcf.gz"; | ||
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private static final String COLLECTION_VARIANTS_NAME = "variants"; | ||
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private static final String databaseName = "test_invalid_variant_db"; | ||
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@Autowired | ||
@Rule | ||
public TemporaryMongoRule mongoRule; | ||
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@Autowired | ||
private JobLauncherTestUtils jobLauncherTestUtils; | ||
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@Before | ||
public void setUp() throws Exception { | ||
mongoRule.getTemporaryDatabase(databaseName).drop(); | ||
} | ||
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@Test | ||
public void loaderStepShouldSkipStructuralVariants() throws Exception { | ||
// When the execute method in variantsLoad is executed | ||
JobParameters jobParameters = new EvaJobParameterBuilder() | ||
.collectionVariantsName(COLLECTION_VARIANTS_NAME) | ||
.databaseName(databaseName) | ||
.inputStudyId("1") | ||
.inputVcf(getResource(SMALL_STRUCTURAL_VARIANTS_VCF_FILE).getAbsolutePath()) | ||
.inputVcfAggregation("NONE") | ||
.inputVcfId("1") | ||
.toJobParameters(); | ||
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JobExecution jobExecution = jobLauncherTestUtils.launchStep(BeanNames.LOAD_VARIANTS_STEP, jobParameters); | ||
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//Then variantsLoad step should complete correctly | ||
assertCompleted(jobExecution); | ||
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// And the number of documents in the DB should be 1 as all other variants are invalid | ||
assertEquals(1, mongoRule.getCollection(databaseName, COLLECTION_VARIANTS_NAME).count()); | ||
assertEquals(1, mongoRule.getCollection(databaseName, COLLECTION_VARIANTS_NAME).countDocuments(Filters.eq("_id", "1_152739_A_G"))); | ||
} | ||
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/* | ||
* This test case represents a special case of structural variants that should be skipped, but due to a bug makes its | ||
* way into the DB. | ||
* | ||
* The variant has ref as "G" and alt as "G[2:421681[", which means it fits the definition of a structural variant | ||
* and should be skipped by the variant processor that filters out structural variants. | ||
* | ||
* But instead what is currently happening is that after the variant is read, the normalization process in variant | ||
* reader removes the prefix G and the variant is eventually reduced to ref "" and alt "[2:421681[", which does not get | ||
* parsed correctly by the regex in @ExcludeStructuralVariantsProcessor and makes its way into the DB. | ||
* | ||
* Currently, the test case fails therefore we are skipping it for now. It should start passing once we have fixed the | ||
* problem with the normalization in the variant reader. | ||
*/ | ||
@Ignore | ||
@Test | ||
public void loaderStepShouldSkipStructuralVariantsWhereRefAndAltStartsWithSameAllele() throws Exception { | ||
// When the execute method in variantsLoad is executed | ||
JobParameters jobParameters = new EvaJobParameterBuilder() | ||
.collectionVariantsName(COLLECTION_VARIANTS_NAME) | ||
.databaseName(databaseName) | ||
.inputStudyId("1") | ||
.inputVcf(getResource(SMALL_STRUCTURAL_VARIANTS_VCF_FILE_REF_ALT_STARTS_WITH_SAME_ALLELE).getAbsolutePath()) | ||
.inputVcfAggregation("NONE") | ||
.inputVcfId("1") | ||
.toJobParameters(); | ||
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JobExecution jobExecution = jobLauncherTestUtils.launchStep(BeanNames.LOAD_VARIANTS_STEP, jobParameters); | ||
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//Then variantsLoad step should complete correctly | ||
assertCompleted(jobExecution); | ||
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assertEquals(0, mongoRule.getCollection(databaseName, COLLECTION_VARIANTS_NAME).count()); | ||
} | ||
} |
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