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Persistence Library: Dry run mode support for Bulk Load and Capture D…
…ata Errors (#2642) Co-authored-by: kumuwu <[email protected]>
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108 changes: 108 additions & 0 deletions
108
...d/engine/persistence/components/ingestmode/versioning/DeriveDataErrorRowsLogicalPlan.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,108 @@ | ||
| // Copyright 2024 Goldman Sachs | ||
| // | ||
| // 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 org.finos.legend.engine.persistence.components.ingestmode.versioning; | ||
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| import org.finos.legend.engine.persistence.components.logicalplan.LogicalPlan; | ||
| import org.finos.legend.engine.persistence.components.logicalplan.conditions.GreaterThan; | ||
| import org.finos.legend.engine.persistence.components.logicalplan.datasets.Dataset; | ||
| import org.finos.legend.engine.persistence.components.logicalplan.datasets.Selection; | ||
| import org.finos.legend.engine.persistence.components.logicalplan.values.*; | ||
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| import java.util.ArrayList; | ||
| import java.util.List; | ||
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| public class DeriveDataErrorRowsLogicalPlan implements VersioningStrategyVisitor<LogicalPlan> | ||
| { | ||
| private List<String> primaryKeys; | ||
| private List<String> remainingColumns; | ||
| private Dataset tempStagingDataset; | ||
| private int sampleRowCount; | ||
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| public static final String DATA_VERSION_ERROR_COUNT = "legend_persistence_error_count"; | ||
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| public DeriveDataErrorRowsLogicalPlan(List<String> primaryKeys, List<String> remainingColumns, Dataset tempStagingDataset, int sampleRowCount) | ||
| { | ||
| this.primaryKeys = primaryKeys; | ||
| this.remainingColumns = remainingColumns; | ||
| this.tempStagingDataset = tempStagingDataset; | ||
| this.sampleRowCount = sampleRowCount; | ||
| } | ||
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| @Override | ||
| public LogicalPlan visitNoVersioningStrategy(NoVersioningStrategyAbstract noVersioningStrategy) | ||
| { | ||
| return null; | ||
| } | ||
|
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| @Override | ||
| public LogicalPlan visitMaxVersionStrategy(MaxVersionStrategyAbstract maxVersionStrategy) | ||
| { | ||
| if (maxVersionStrategy.performStageVersioning()) | ||
| { | ||
| return getLogicalPlanForDataErrors(maxVersionStrategy.versioningField()); | ||
| } | ||
| else | ||
| { | ||
| return null; | ||
| } | ||
| } | ||
|
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| @Override | ||
| public LogicalPlan visitAllVersionsStrategy(AllVersionsStrategyAbstract allVersionsStrategyAbstract) | ||
| { | ||
| if (allVersionsStrategyAbstract.performStageVersioning()) | ||
| { | ||
| return getLogicalPlanForDataErrors(allVersionsStrategyAbstract.versioningField()); | ||
| } | ||
| else | ||
| { | ||
| return null; | ||
| } | ||
| } | ||
|
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| private LogicalPlan getLogicalPlanForDataErrors(String versionField) | ||
| { | ||
| List<Value> pKsAndVersion = new ArrayList<>(); | ||
| for (String pk: primaryKeys) | ||
| { | ||
| pKsAndVersion.add(FieldValue.builder().fieldName(pk).build()); | ||
| } | ||
| pKsAndVersion.add(FieldValue.builder().fieldName(versionField).build()); | ||
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| List<Value> distinctValueFields = new ArrayList<>(); | ||
| for (String field: remainingColumns) | ||
| { | ||
| distinctValueFields.add(FieldValue.builder().fieldName(field).build()); | ||
| } | ||
|
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| FunctionImpl countDistinct = FunctionImpl.builder() | ||
| .functionName(FunctionName.COUNT) | ||
| .addValue(FunctionImpl.builder().functionName(FunctionName.DISTINCT).addAllValue(distinctValueFields).build()) | ||
| .alias(DATA_VERSION_ERROR_COUNT) | ||
| .build(); | ||
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| Selection selectDataError = Selection.builder() | ||
| .source(tempStagingDataset) | ||
| .groupByFields(pKsAndVersion) | ||
| .addAllFields(pKsAndVersion) | ||
| .addFields(countDistinct) | ||
| .havingCondition(GreaterThan.of(FieldValue.builder().fieldName(DATA_VERSION_ERROR_COUNT).build(), ObjectValue.of(1))) | ||
| .limit(sampleRowCount) | ||
| .build(); | ||
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| return LogicalPlan.builder().addOps(selectDataError).build(); | ||
| } | ||
|
|
||
| } |
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33 changes: 33 additions & 0 deletions
33
...egend/engine/persistence/components/logicalplan/values/MetadataFileNameFieldAbstract.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,33 @@ | ||
| // Copyright 2024 Goldman Sachs | ||
| // | ||
| // 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 org.finos.legend.engine.persistence.components.logicalplan.values; | ||
|
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| import org.finos.legend.engine.persistence.components.logicalplan.datasets.StagedFilesDatasetProperties; | ||
|
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| import static org.immutables.value.Value.Immutable; | ||
| import static org.immutables.value.Value.Style; | ||
|
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| @Immutable | ||
| @Style( | ||
| typeAbstract = "*Abstract", | ||
| typeImmutable = "*", | ||
| jdkOnly = true, | ||
| optionalAcceptNullable = true, | ||
| strictBuilder = true | ||
| ) | ||
| public interface MetadataFileNameFieldAbstract extends Value | ||
| { | ||
| StagedFilesDatasetProperties stagedFilesDatasetProperties(); | ||
| } |
33 changes: 33 additions & 0 deletions
33
...gend/engine/persistence/components/logicalplan/values/MetadataRowNumberFieldAbstract.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,33 @@ | ||
| // Copyright 2024 Goldman Sachs | ||
| // | ||
| // 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 org.finos.legend.engine.persistence.components.logicalplan.values; | ||
|
|
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| import org.finos.legend.engine.persistence.components.logicalplan.datasets.StagedFilesDatasetProperties; | ||
|
|
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| import static org.immutables.value.Value.Immutable; | ||
| import static org.immutables.value.Value.Style; | ||
|
|
||
| @Immutable | ||
| @Style( | ||
| typeAbstract = "*Abstract", | ||
| typeImmutable = "*", | ||
| jdkOnly = true, | ||
| optionalAcceptNullable = true, | ||
| strictBuilder = true | ||
| ) | ||
| public interface MetadataRowNumberFieldAbstract extends Value | ||
| { | ||
| StagedFilesDatasetProperties stagedFilesDatasetProperties(); | ||
| } |
38 changes: 38 additions & 0 deletions
38
...inos/legend/engine/persistence/components/logicalplan/values/TryCastFunctionAbstract.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,38 @@ | ||
| // Copyright 2024 Goldman Sachs | ||
| // | ||
| // 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 org.finos.legend.engine.persistence.components.logicalplan.values; | ||
|
|
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| import org.finos.legend.engine.persistence.components.logicalplan.datasets.FieldType; | ||
|
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| import static org.immutables.value.Value.Immutable; | ||
| import static org.immutables.value.Value.Parameter; | ||
| import static org.immutables.value.Value.Style; | ||
|
|
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| @Immutable | ||
| @Style( | ||
| typeAbstract = "*Abstract", | ||
| typeImmutable = "*", | ||
| jdkOnly = true, | ||
| optionalAcceptNullable = true, | ||
| strictBuilder = true | ||
| ) | ||
| public interface TryCastFunctionAbstract extends Value | ||
| { | ||
| @Parameter(order = 0) | ||
| Value field(); | ||
|
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| @Parameter(order = 1) | ||
| FieldType type(); | ||
| } |
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