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[cdc] Fix bug that computed columns work abnormally with case-insensitive #2485

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Dec 12, 2023
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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@
import org.slf4j.LoggerFactory;

import java.util.HashMap;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
Expand Down Expand Up @@ -162,12 +163,14 @@ public static String columnCaseConvertAndDuplicateCheck(
}

public static Schema buildPaimonSchema(
String tableName,
List<String> specifiedPartitionKeys,
List<String> specifiedPrimaryKeys,
List<ComputedColumn> computedColumns,
Map<String, String> tableConfig,
Schema sourceSchema,
CdcMetadataConverter[] metadataConverters,
boolean caseSensitive,
boolean requirePrimaryKeys) {
Schema.Builder builder = Schema.newBuilder();

Expand All @@ -176,40 +179,53 @@ public static Schema buildPaimonSchema(
builder.options(sourceSchema.options());

// fields
sourceSchema
.fields()
.forEach(
dataField ->
builder.column(
dataField.name(),
dataField.type(),
dataField.description()));
Set<String> existedFields = new HashSet<>();
Function<String, String> columnDuplicateErrMsg = columnDuplicateErrMsg(tableName);

for (DataField field : sourceSchema.fields()) {
String fieldName =
columnCaseConvertAndDuplicateCheck(
field.name(), existedFields, caseSensitive, columnDuplicateErrMsg);
builder.column(fieldName, field.type(), field.description());
}

for (ComputedColumn computedColumn : computedColumns) {
builder.column(computedColumn.columnName(), computedColumn.columnType());
String computedColumnName =
columnCaseConvertAndDuplicateCheck(
computedColumn.columnName(),
existedFields,
caseSensitive,
columnDuplicateErrMsg);
builder.column(computedColumnName, computedColumn.columnType());
}

for (CdcMetadataConverter metadataConverter : metadataConverters) {
builder.column(metadataConverter.columnName(), metadataConverter.dataType());
String metadataColumnName =
columnCaseConvertAndDuplicateCheck(
metadataConverter.columnName(),
existedFields,
caseSensitive,
columnDuplicateErrMsg);
builder.column(metadataColumnName, metadataConverter.dataType());
}

// primary keys
if (!specifiedPrimaryKeys.isEmpty()) {
Map<String, Integer> sourceColumns =
sourceSchema.fields().stream()
.collect(Collectors.toMap(DataField::name, entity -> 1));
Set<String> sourceColumns =
sourceSchema.fields().stream().map(DataField::name).collect(Collectors.toSet());
sourceColumns.addAll(
computedColumns.stream()
.map(ComputedColumn::columnName)
.collect(Collectors.toSet()));
for (String key : specifiedPrimaryKeys) {
if (!sourceColumns.containsKey(key)
&& computedColumns.stream().noneMatch(c -> c.columnName().equals(key))) {
throw new IllegalArgumentException(
"Specified primary key '"
+ key
+ "' does not exist in source tables or computed columns.");
}
checkArgument(
sourceColumns.contains(key),
"Specified primary key '%s' does not exist in source tables or computed columns.",
key);
}
builder.primaryKey(specifiedPrimaryKeys);
builder.primaryKey(listCaseConvert(specifiedPrimaryKeys, caseSensitive));
} else if (!sourceSchema.primaryKeys().isEmpty()) {
builder.primaryKey(sourceSchema.primaryKeys());
builder.primaryKey(listCaseConvert(sourceSchema.primaryKeys(), caseSensitive));
} else if (requirePrimaryKeys) {
throw new IllegalArgumentException(
"Primary keys are not specified. "
Expand All @@ -219,7 +235,7 @@ public static Schema buildPaimonSchema(

// partition keys
if (!specifiedPartitionKeys.isEmpty()) {
builder.partitionKeys(specifiedPartitionKeys);
builder.partitionKeys(listCaseConvert(specifiedPartitionKeys, caseSensitive));
}

// comment
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
import org.apache.paimon.types.DataField;
import org.apache.paimon.types.DataType;
import org.apache.paimon.utils.Preconditions;
import org.apache.paimon.utils.StringUtils;

import java.util.ArrayList;
import java.util.Arrays;
Expand All @@ -35,6 +36,12 @@ public class ComputedColumnUtils {

public static List<ComputedColumn> buildComputedColumns(
List<String> computedColumnArgs, List<DataField> physicFields) {
return buildComputedColumns(computedColumnArgs, physicFields, true);
}

/** The caseSensitive only affects check. We don't change field names at building phase. */
public static List<ComputedColumn> buildComputedColumns(
List<String> computedColumnArgs, List<DataField> physicFields, boolean caseSensitive) {
Map<String, DataType> typeMapping =
physicFields.stream()
.collect(
Expand Down Expand Up @@ -67,11 +74,13 @@ public static List<ComputedColumn> buildComputedColumns(
String fieldReference = args[0].trim();
String[] literals =
Arrays.stream(args).skip(1).map(String::trim).toArray(String[]::new);
String fieldReferenceCheckForm =
StringUtils.caseSensitiveConversion(fieldReference, caseSensitive);
checkArgument(
typeMapping.containsKey(fieldReference),
typeMapping.containsKey(fieldReferenceCheckForm),
String.format(
"Referenced field '%s' is not in given fields: %s.",
fieldReference, typeMapping.keySet()));
fieldReferenceCheckForm, typeMapping.keySet()));

computedColumns.add(
new ComputedColumn(
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -72,12 +72,14 @@ protected Schema retrieveSchema() throws Exception {
@Override
protected Schema buildPaimonSchema(Schema retrievedSchema) {
return CdcActionCommonUtils.buildPaimonSchema(
table,
partitionKeys,
primaryKeys,
computedColumns,
tableConfig,
retrievedSchema,
metadataConverters,
caseSensitive,
false);
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -100,21 +100,21 @@ public SyncTableActionBase withComputedColumnArgs(List<String> computedColumnArg

protected Schema buildPaimonSchema(Schema retrievedSchema) {
return CdcActionCommonUtils.buildPaimonSchema(
table,
partitionKeys,
primaryKeys,
computedColumns,
tableConfig,
retrievedSchema,
metadataConverters,
caseSensitive,
true);
}

@Override
protected void validateCaseSensitivity() {
AbstractCatalog.validateCaseInsensitive(caseSensitive, "Database", database);
AbstractCatalog.validateCaseInsensitive(caseSensitive, "Table", table);
AbstractCatalog.validateCaseInsensitive(caseSensitive, "Partition keys", partitionKeys);
AbstractCatalog.validateCaseInsensitive(caseSensitive, "Primary keys", primaryKeys);
}

@Override
Expand All @@ -124,7 +124,6 @@ protected void beforeBuildingSourceSink() throws Exception {
if (catalog.tableExists(identifier)) {
fileStoreTable = (FileStoreTable) catalog.getTable(identifier).copy(tableConfig);
try {
// TODO: test case insensitive with computed columns
Schema retrievedSchema = retrieveSchema();
computedColumns =
buildComputedColumns(computedColumnArgs, retrievedSchema.fields());
Expand All @@ -138,7 +137,10 @@ protected void beforeBuildingSourceSink() throws Exception {
+ "the Paimon table has defined all the argument columns used for computed columns.");
// schema evolution will add the computed columns
computedColumns =
buildComputedColumns(computedColumnArgs, fileStoreTable.schema().fields());
buildComputedColumns(
computedColumnArgs,
fileStoreTable.schema().fields(),
caseSensitive);
// check partition keys and primary keys in case that user specified them
checkConstraints();
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -43,16 +43,12 @@

import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.function.Function;
import java.util.stream.Collectors;
import java.util.stream.StreamSupport;

import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.columnCaseConvertAndDuplicateCheck;
import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.columnDuplicateErrMsg;
import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.listCaseConvert;
import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.mapKeyCaseConvert;
Expand Down Expand Up @@ -97,22 +93,9 @@ public Schema buildSchema(String record) {
return null;
}

LinkedHashMap<String, DataType> paimonFieldTypes = extractPaimonFieldTypes();
Schema.Builder builder = Schema.newBuilder();
Set<String> existedFields = new HashSet<>();
Function<String, String> columnDuplicateErrMsg = columnDuplicateErrMsg(getTableName());
for (Map.Entry<String, DataType> entry : paimonFieldTypes.entrySet()) {
builder.column(
columnCaseConvertAndDuplicateCheck(
entry.getKey(),
existedFields,
caseSensitive,
columnDuplicateErrMsg),
entry.getValue());
}

builder.primaryKey(listCaseConvert(extractPrimaryKeys(), caseSensitive));

extractPaimonFieldTypes().forEach(builder::column);
builder.primaryKey(extractPrimaryKeys());
return builder.build();
} catch (Exception e) {
logInvalidJsonString(record);
Expand Down Expand Up @@ -145,7 +128,7 @@ protected LinkedHashMap<String, DataType> fillDefaultStringTypes(JsonNode record
}

@Override
public void flatMap(String value, Collector<RichCdcMultiplexRecord> out) throws Exception {
public void flatMap(String value, Collector<RichCdcMultiplexRecord> out) {
try {
setRoot(value);
extractRecords().forEach(out::collect);
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -65,7 +65,7 @@ public MongoDBSyncTableAction(

@Override
protected Schema retrieveSchema() {
return MongodbSchemaUtils.getMongodbSchema(cdcSourceConfig, caseSensitive);
return MongodbSchemaUtils.getMongodbSchema(cdcSourceConfig);
}

@Override
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -37,16 +37,11 @@
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashSet;
import java.util.List;
import java.util.Objects;
import java.util.Set;
import java.util.function.Function;

import static com.ververica.cdc.connectors.mongodb.internal.MongoDBEnvelope.encodeValue;
import static org.apache.flink.util.Preconditions.checkNotNull;
import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.columnCaseConvertAndDuplicateCheck;
import static org.apache.paimon.flink.action.cdc.CdcActionCommonUtils.columnDuplicateErrMsg;
import static org.apache.paimon.flink.action.cdc.mongodb.MongoDBActionUtils.FIELD_NAME;
import static org.apache.paimon.flink.action.cdc.mongodb.MongoDBActionUtils.START_MODE;

Expand Down Expand Up @@ -77,7 +72,7 @@ public class MongodbSchemaUtils {
* name, and optionally, the username and password for authentication. For the SPECIFIED mode,
* the field names should also be specified in the configuration.
*/
public static Schema getMongodbSchema(Configuration mongodbConfig, boolean caseSensitive) {
public static Schema getMongodbSchema(Configuration mongodbConfig) {
SchemaAcquisitionMode mode = getModeFromConfig(mongodbConfig);
String databaseName =
Objects.requireNonNull(
Expand All @@ -95,7 +90,7 @@ public static Schema getMongodbSchema(Configuration mongodbConfig, boolean caseS
mongodbConfig.get(FIELD_NAME), "Field names cannot be null")
.split(",");

return createMongodbSchema(collectionName, columnNames, caseSensitive);
return createMongodbSchema(columnNames);
case DYNAMIC:
String hosts =
Objects.requireNonNull(
Expand Down Expand Up @@ -126,8 +121,7 @@ public static Schema getMongodbSchema(Configuration mongodbConfig, boolean caseS
"No documents in collection to infer schema");
}

return createMongodbSchema(
collectionName, getColumnNames(firstDocument), caseSensitive);
return createMongodbSchema(getColumnNames(firstDocument));
} catch (Exception e) {
throw new RuntimeException(
"Failed to create schema from MongoDB collection", e);
Expand Down Expand Up @@ -166,21 +160,14 @@ private static List<String> getColumnNames(Document document) {
return document != null ? new ArrayList<>(document.keySet()) : Collections.emptyList();
}

private static Schema createMongodbSchema(
String collectionName, String[] columnNames, boolean caseSensitive) {
return createMongodbSchema(collectionName, Arrays.asList(columnNames), caseSensitive);
private static Schema createMongodbSchema(String[] columnNames) {
return createMongodbSchema(Arrays.asList(columnNames));
}

private static Schema createMongodbSchema(
String collectionName, List<String> columnNames, boolean caseSensitive) {
private static Schema createMongodbSchema(List<String> columnNames) {
Schema.Builder builder = Schema.newBuilder();
Set<String> existedFields = new HashSet<>();
Function<String, String> columnDuplicateErrMsg = columnDuplicateErrMsg(collectionName);
for (String column : columnNames) {
builder.column(
columnCaseConvertAndDuplicateCheck(
column, existedFields, caseSensitive, columnDuplicateErrMsg),
DataTypes.STRING());
builder.column(column, DataTypes.STRING());
}

builder.primaryKey(ID_FIELD);
Expand Down
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