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Posted to commits@flink.apache.org by ja...@apache.org on 2020/05/14 02:43:49 UTC

[flink] branch master updated: [FLINK-17604][csv] Implement format factory for CSV serialization and deseriazation schema of RowData type

This is an automated email from the ASF dual-hosted git repository.

jark pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/flink.git


The following commit(s) were added to refs/heads/master by this push:
     new 654a637  [FLINK-17604][csv] Implement format factory for CSV serialization and deseriazation schema of RowData type
654a637 is described below

commit 654a637edc154c2bd5cd8d3999be3dfd93d70a1c
Author: yuzhao.cyz <yu...@gmail.com>
AuthorDate: Wed May 13 11:09:32 2020 +0800

    [FLINK-17604][csv] Implement format factory for CSV serialization and deseriazation schema of RowData type
    
    This closes #12065
---
 flink-formats/flink-csv/pom.xml                    |   9 +
 .../apache/flink/formats/csv/CsvFormatFactory.java | 251 +++++++++++++++++++++
 .../org/apache/flink/formats/csv/CsvOptions.java   |  95 ++++++++
 .../org.apache.flink.table.factories.Factory       |  16 ++
 .../flink/formats/csv/CsvFormatFactoryTest.java    | 240 ++++++++++++++++++++
 5 files changed, 611 insertions(+)

diff --git a/flink-formats/flink-csv/pom.xml b/flink-formats/flink-csv/pom.xml
index e0d3101..570ad24 100644
--- a/flink-formats/flink-csv/pom.xml
+++ b/flink-formats/flink-csv/pom.xml
@@ -92,6 +92,15 @@ under the License.
 			<type>test-jar</type>
 			<scope>test</scope>
 		</dependency>
+
+		<!-- CSV RowData format factory testing -->
+		<dependency>
+			<groupId>org.apache.flink</groupId>
+			<artifactId>flink-core</artifactId>
+			<version>${project.version}</version>
+			<scope>test</scope>
+			<type>test-jar</type>
+		</dependency>
 	</dependencies>
 
 	<profiles>
diff --git a/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvFormatFactory.java b/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvFormatFactory.java
new file mode 100644
index 0000000..99e4ac4
--- /dev/null
+++ b/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvFormatFactory.java
@@ -0,0 +1,251 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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 org.apache.flink.formats.csv;
+
+import org.apache.flink.api.common.serialization.DeserializationSchema;
+import org.apache.flink.api.common.serialization.SerializationSchema;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.configuration.ConfigOption;
+import org.apache.flink.configuration.ReadableConfig;
+import org.apache.flink.table.api.ValidationException;
+import org.apache.flink.table.connector.ChangelogMode;
+import org.apache.flink.table.connector.format.ScanFormat;
+import org.apache.flink.table.connector.format.SinkFormat;
+import org.apache.flink.table.connector.sink.DynamicTableSink;
+import org.apache.flink.table.connector.source.ScanTableSource;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.factories.DeserializationFormatFactory;
+import org.apache.flink.table.factories.DynamicTableFactory;
+import org.apache.flink.table.factories.FactoryUtil;
+import org.apache.flink.table.factories.SerializationFormatFactory;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.RowType;
+
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import static org.apache.flink.formats.csv.CsvOptions.ALLOW_COMMENTS;
+import static org.apache.flink.formats.csv.CsvOptions.ARRAY_ELEMENT_DELIMITER;
+import static org.apache.flink.formats.csv.CsvOptions.DISABLE_QUOTE_CHARACTER;
+import static org.apache.flink.formats.csv.CsvOptions.ESCAPE_CHARACTER;
+import static org.apache.flink.formats.csv.CsvOptions.FIELD_DELIMITER;
+import static org.apache.flink.formats.csv.CsvOptions.IGNORE_PARSE_ERRORS;
+import static org.apache.flink.formats.csv.CsvOptions.LINE_DELIMITER;
+import static org.apache.flink.formats.csv.CsvOptions.NULL_LITERAL;
+import static org.apache.flink.formats.csv.CsvOptions.QUOTE_CHARACTER;
+
+/**
+ * Format factory for providing configured instances of CSV to RowData {@link SerializationSchema}
+ * and {@link DeserializationSchema}.
+ */
+public final class CsvFormatFactory implements
+		DeserializationFormatFactory,
+		SerializationFormatFactory {
+
+	public static final String IDENTIFIER = "csv";
+
+	@SuppressWarnings("unchecked")
+	@Override
+	public ScanFormat<DeserializationSchema<RowData>> createScanFormat(
+			DynamicTableFactory.Context context, ReadableConfig formatOptions) {
+		FactoryUtil.validateFactoryOptions(this, formatOptions);
+		validateFormatOptions(formatOptions);
+
+		return new ScanFormat<DeserializationSchema<RowData>>() {
+			@Override
+			public DeserializationSchema<RowData> createScanFormat(
+					ScanTableSource.Context scanContext,
+					DataType producedDataType) {
+				final RowType rowType = (RowType) producedDataType.getLogicalType();
+				final TypeInformation<RowData> rowDataTypeInfo =
+						(TypeInformation<RowData>) scanContext.createTypeInformation(producedDataType);
+				final CsvRowDataDeserializationSchema.Builder schemaBuilder =
+						new CsvRowDataDeserializationSchema.Builder(
+								rowType,
+								rowDataTypeInfo);
+				configureDeserializationSchema(formatOptions, schemaBuilder);
+				return schemaBuilder.build();
+			}
+
+			@Override
+			public ChangelogMode getChangelogMode() {
+				return ChangelogMode.insertOnly();
+			}
+		};
+	}
+
+	@Override
+	public SinkFormat<SerializationSchema<RowData>> createSinkFormat(
+			DynamicTableFactory.Context context,
+			ReadableConfig formatOptions) {
+		FactoryUtil.validateFactoryOptions(this, formatOptions);
+		validateFormatOptions(formatOptions);
+
+		return new SinkFormat<SerializationSchema<RowData>>() {
+			@Override
+			public SerializationSchema<RowData> createSinkFormat(
+					DynamicTableSink.Context context,
+					DataType consumedDataType) {
+				final RowType rowType = (RowType) consumedDataType.getLogicalType();
+				final CsvRowDataSerializationSchema.Builder schemaBuilder =
+						new CsvRowDataSerializationSchema.Builder(rowType);
+				configureSerializationSchema(formatOptions, schemaBuilder);
+				return schemaBuilder.build();
+			}
+
+			@Override
+			public ChangelogMode getChangelogMode() {
+				return ChangelogMode.insertOnly();
+			}
+		};
+	}
+
+	@Override
+	public String factoryIdentifier() {
+		return IDENTIFIER;
+	}
+
+	@Override
+	public Set<ConfigOption<?>> requiredOptions() {
+		return Collections.emptySet();
+	}
+
+	@Override
+	public Set<ConfigOption<?>> optionalOptions() {
+		Set<ConfigOption<?>> options = new HashSet<>();
+		options.add(FIELD_DELIMITER);
+		options.add(LINE_DELIMITER);
+		options.add(DISABLE_QUOTE_CHARACTER);
+		options.add(QUOTE_CHARACTER);
+		options.add(ALLOW_COMMENTS);
+		options.add(IGNORE_PARSE_ERRORS);
+		options.add(ARRAY_ELEMENT_DELIMITER);
+		options.add(ESCAPE_CHARACTER);
+		options.add(NULL_LITERAL);
+		return options;
+	}
+
+	// ------------------------------------------------------------------------
+	//  Validation
+	// ------------------------------------------------------------------------
+
+	private static void validateFormatOptions(ReadableConfig tableOptions) {
+		final boolean hasQuoteCharacter = tableOptions.getOptional(QUOTE_CHARACTER).isPresent();
+		final boolean isDisabledQuoteCharacter = tableOptions.get(DISABLE_QUOTE_CHARACTER);
+		if (isDisabledQuoteCharacter && hasQuoteCharacter){
+			throw new ValidationException(
+					"Format cannot define a quote character and disabled quote character at the same time.");
+		}
+		// Validate the option value must be a single char.
+		validateCharacterVal(tableOptions, FIELD_DELIMITER);
+		validateCharacterVal(tableOptions, ARRAY_ELEMENT_DELIMITER);
+		validateCharacterVal(tableOptions, QUOTE_CHARACTER);
+		validateCharacterVal(tableOptions, ESCAPE_CHARACTER);
+
+		tableOptions.getOptional(LINE_DELIMITER).ifPresent(delimiter -> {
+			Set<String> allowedValues = new HashSet<>(Arrays.asList("\r", "\n", "\r\n", ""));
+			if (!allowedValues.contains(delimiter)) {
+				throw new ValidationException(
+						String.format("Invalid value for option '%s.%s'. Supported values are %s, but was: %s",
+								IDENTIFIER,
+								LINE_DELIMITER.key(),
+								"[\\r, \\n, \\r\\n, \"\"]",
+								delimiter));
+			}
+		});
+	}
+
+	/** Validates the option {@code option} value must be a Character. */
+	private static void validateCharacterVal(
+			ReadableConfig tableOptions,
+			ConfigOption<String> option) {
+		if (tableOptions.getOptional(option).isPresent()) {
+			if (tableOptions.get(option).length() != 1) {
+				throw new ValidationException(
+						String.format("Option '%s.%s' must be a string with single character, but was: %s",
+								IDENTIFIER,
+								option.key(),
+								tableOptions.get(option)));
+			}
+		}
+	}
+
+	// ------------------------------------------------------------------------
+	//  Utilities
+	// ------------------------------------------------------------------------
+
+	private static void configureDeserializationSchema(
+			ReadableConfig formatOptions,
+			CsvRowDataDeserializationSchema.Builder schemaBuilder) {
+		formatOptions.getOptional(FIELD_DELIMITER)
+				.map(delimiter -> delimiter.charAt(0))
+				.ifPresent(schemaBuilder::setFieldDelimiter);
+
+		formatOptions.getOptional(QUOTE_CHARACTER)
+				.map(quote -> quote.charAt(0))
+				.ifPresent(schemaBuilder::setQuoteCharacter);
+
+		formatOptions.getOptional(ALLOW_COMMENTS)
+				.ifPresent(schemaBuilder::setAllowComments);
+
+		formatOptions.getOptional(IGNORE_PARSE_ERRORS)
+				.ifPresent(schemaBuilder::setIgnoreParseErrors);
+
+		formatOptions.getOptional(ARRAY_ELEMENT_DELIMITER)
+				.ifPresent(schemaBuilder::setArrayElementDelimiter);
+
+		formatOptions.getOptional(ESCAPE_CHARACTER)
+				.map(escape -> escape.charAt(0))
+				.ifPresent(schemaBuilder::setEscapeCharacter);
+
+		formatOptions.getOptional(NULL_LITERAL)
+				.ifPresent(schemaBuilder::setNullLiteral);
+	}
+
+	private static void configureSerializationSchema(
+			ReadableConfig formatOptions,
+			CsvRowDataSerializationSchema.Builder schemaBuilder) {
+		formatOptions.getOptional(FIELD_DELIMITER)
+				.map(delimiter -> delimiter.charAt(0))
+				.ifPresent(schemaBuilder::setFieldDelimiter);
+
+		formatOptions.getOptional(LINE_DELIMITER)
+				.ifPresent(schemaBuilder::setLineDelimiter);
+
+		if (formatOptions.get(DISABLE_QUOTE_CHARACTER)) {
+			schemaBuilder.disableQuoteCharacter();
+		} else {
+			formatOptions.getOptional(QUOTE_CHARACTER)
+					.map(quote -> quote.charAt(0))
+					.ifPresent(schemaBuilder::setQuoteCharacter);
+		}
+
+		formatOptions.getOptional(ARRAY_ELEMENT_DELIMITER)
+				.ifPresent(schemaBuilder::setArrayElementDelimiter);
+
+		formatOptions.getOptional(ESCAPE_CHARACTER)
+				.map(escape -> escape.charAt(0))
+				.ifPresent(schemaBuilder::setEscapeCharacter);
+
+		formatOptions.getOptional(NULL_LITERAL)
+				.ifPresent(schemaBuilder::setNullLiteral);
+	}
+}
diff --git a/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvOptions.java b/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvOptions.java
new file mode 100644
index 0000000..a6f1b2c
--- /dev/null
+++ b/flink-formats/flink-csv/src/main/java/org/apache/flink/formats/csv/CsvOptions.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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 org.apache.flink.formats.csv;
+
+import org.apache.flink.configuration.ConfigOption;
+import org.apache.flink.configuration.ConfigOptions;
+
+/** Options for CSV format. */
+public class CsvOptions {
+	private CsvOptions() {}
+
+	// ------------------------------------------------------------------------
+	//  Options
+	// ------------------------------------------------------------------------
+
+	public static final ConfigOption<String> FIELD_DELIMITER = ConfigOptions
+			.key("field-delimiter")
+			.stringType()
+			.defaultValue(",")
+			.withDescription("Optional field delimiter character (',' by default)");
+
+	public static final ConfigOption<String> LINE_DELIMITER = ConfigOptions
+			.key("line-delimiter")
+			.stringType()
+			.defaultValue("\n")
+			.withDescription("Optional line delimiter (\"\\n\" by default, otherwise\n"
+					+ "\"\\r\" or \"\\r\\n\" are allowed), unicode is supported if\n"
+					+ "the delimiter is an invisible special character,\n"
+					+ "e.g. U&'\\000D' is the unicode representation of carriage return \"\\r\""
+					+ "e.g. U&'\\000A' is the unicode representation of line feed \"\\n\"");
+
+	public static final ConfigOption<Boolean> DISABLE_QUOTE_CHARACTER = ConfigOptions
+			.key("disable-quote-character")
+			.booleanType()
+			.defaultValue(false)
+			.withDescription("Optional flag to disabled quote character for enclosing field values (false by default)\n"
+					+ "if true, quote-character can not be set");
+
+	public static final ConfigOption<String> QUOTE_CHARACTER = ConfigOptions
+			.key("quote-character")
+			.stringType()
+			.defaultValue("\"")
+			.withDescription("Optional quote character for enclosing field values ('\"' by default)");
+
+	public static final ConfigOption<Boolean> ALLOW_COMMENTS = ConfigOptions
+			.key("allow-comments")
+			.booleanType()
+			.defaultValue(false)
+			.withDescription("Optional flag to ignore comment lines that start with \"#\"\n"
+					+ "(disabled by default);\n"
+					+ "if enabled, make sure to also ignore parse errors to allow empty rows");
+
+	public static final ConfigOption<Boolean> IGNORE_PARSE_ERRORS = ConfigOptions
+			.key("ignore-parse-errors")
+			.booleanType()
+			.defaultValue(false)
+			.withDescription("Optional flag to skip fields and rows with parse errors instead of failing;\n"
+					+ "fields are set to null in case of errors");
+
+	public static final ConfigOption<String> ARRAY_ELEMENT_DELIMITER = ConfigOptions
+			.key("array-element-delimiter")
+			.stringType()
+			.defaultValue(";")
+			.withDescription("Optional array element delimiter string for separating\n"
+					+ "array and row element values (\";\" by default)");
+
+	public static final ConfigOption<String> ESCAPE_CHARACTER = ConfigOptions
+			.key("escape-character")
+			.stringType()
+			.noDefaultValue()
+			.withDescription("Optional escape character for escaping values (disabled by default)");
+
+	public static final ConfigOption<String> NULL_LITERAL = ConfigOptions
+			.key("null-literal")
+			.stringType()
+			.noDefaultValue()
+			.withDescription("Optional null literal string that is interpreted as a\n"
+					+ "null value (disabled by default)");
+}
diff --git a/flink-formats/flink-csv/src/main/resources/META-INF/services/org.apache.flink.table.factories.Factory b/flink-formats/flink-csv/src/main/resources/META-INF/services/org.apache.flink.table.factories.Factory
new file mode 100644
index 0000000..72657bf
--- /dev/null
+++ b/flink-formats/flink-csv/src/main/resources/META-INF/services/org.apache.flink.table.factories.Factory
@@ -0,0 +1,16 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You 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.
+
+org.apache.flink.formats.csv.CsvFormatFactory
diff --git a/flink-formats/flink-csv/src/test/java/org/apache/flink/formats/csv/CsvFormatFactoryTest.java b/flink-formats/flink-csv/src/test/java/org/apache/flink/formats/csv/CsvFormatFactoryTest.java
new file mode 100644
index 0000000..343db00
--- /dev/null
+++ b/flink-formats/flink-csv/src/test/java/org/apache/flink/formats/csv/CsvFormatFactoryTest.java
@@ -0,0 +1,240 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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 org.apache.flink.formats.csv;
+
+import org.apache.flink.api.common.serialization.DeserializationSchema;
+import org.apache.flink.api.common.serialization.SerializationSchema;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.table.api.DataTypes;
+import org.apache.flink.table.api.TableSchema;
+import org.apache.flink.table.api.ValidationException;
+import org.apache.flink.table.catalog.CatalogTableImpl;
+import org.apache.flink.table.catalog.ObjectIdentifier;
+import org.apache.flink.table.connector.sink.DynamicTableSink;
+import org.apache.flink.table.connector.source.DynamicTableSource;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.factories.FactoryUtil;
+import org.apache.flink.table.factories.TestDynamicTableFactory;
+import org.apache.flink.table.runtime.connector.source.ScanRuntimeProviderContext;
+import org.apache.flink.table.runtime.typeutils.RowDataTypeInfo;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.flink.util.TestLogger;
+
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.ExpectedException;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.function.Consumer;
+
+import static org.apache.flink.util.CoreMatchers.containsCause;
+import static org.junit.Assert.assertEquals;
+
+/**
+ * Tests for {@link CsvFormatFactory}.
+ */
+public class CsvFormatFactoryTest extends TestLogger {
+	@Rule
+	public ExpectedException thrown = ExpectedException.none();
+
+	private static final TableSchema SCHEMA = TableSchema.builder()
+			.field("a", DataTypes.STRING())
+			.field("b", DataTypes.INT())
+			.field("c", DataTypes.BOOLEAN())
+			.build();
+
+	private static final RowType ROW_TYPE = (RowType) SCHEMA.toRowDataType().getLogicalType();
+
+	@Test
+	public void testSeDeSchema() {
+		final CsvRowDataDeserializationSchema expectedDeser =
+				new CsvRowDataDeserializationSchema.Builder(ROW_TYPE, new RowDataTypeInfo(ROW_TYPE))
+						.setFieldDelimiter(';')
+						.setQuoteCharacter('\'')
+						.setAllowComments(true)
+						.setIgnoreParseErrors(true)
+						.setArrayElementDelimiter("|")
+						.setEscapeCharacter('\\')
+						.setNullLiteral("n/a")
+						.build();
+
+		final Map<String, String> options = getAllOptions();
+
+		final DynamicTableSource actualSource = createTableSource(options);
+		assert actualSource instanceof TestDynamicTableFactory.DynamicTableSourceMock;
+		TestDynamicTableFactory.DynamicTableSourceMock scanSourceMock =
+				(TestDynamicTableFactory.DynamicTableSourceMock) actualSource;
+
+		DeserializationSchema<RowData> actualDeser = scanSourceMock.sourceValueFormat
+				.createScanFormat(
+						ScanRuntimeProviderContext.INSTANCE,
+						SCHEMA.toRowDataType());
+
+		assertEquals(expectedDeser, actualDeser);
+
+		final CsvRowDataSerializationSchema expectedSer = new CsvRowDataSerializationSchema.Builder(ROW_TYPE)
+			.setFieldDelimiter(';')
+			.setLineDelimiter("\n")
+			.setQuoteCharacter('\'')
+			.setArrayElementDelimiter("|")
+			.setEscapeCharacter('\\')
+			.setNullLiteral("n/a")
+			.build();
+
+		final DynamicTableSink actualSink = createTableSink(options);
+		assert actualSink instanceof TestDynamicTableFactory.DynamicTableSinkMock;
+		TestDynamicTableFactory.DynamicTableSinkMock sinkMock =
+				(TestDynamicTableFactory.DynamicTableSinkMock) actualSink;
+
+		SerializationSchema<RowData> actualSer = sinkMock.sinkValueFormat
+				.createSinkFormat(
+						null,
+						SCHEMA.toRowDataType());
+
+		assertEquals(expectedSer, actualSer);
+	}
+
+	@Test
+	public void testDisableQuoteCharacter() {
+		final Map<String, String> options = getModifiedOptions(opts -> {
+			opts.put("csv.disable-quote-character", "true");
+			opts.remove("csv.quote-character");
+		});
+
+		final CsvRowDataSerializationSchema expectedSer = new CsvRowDataSerializationSchema.Builder(ROW_TYPE)
+			.setFieldDelimiter(';')
+			.setLineDelimiter("\n")
+			.setArrayElementDelimiter("|")
+			.setEscapeCharacter('\\')
+			.setNullLiteral("n/a")
+			.disableQuoteCharacter()
+			.build();
+
+		final DynamicTableSink actualSink = createTableSink(options);
+		assert actualSink instanceof TestDynamicTableFactory.DynamicTableSinkMock;
+		TestDynamicTableFactory.DynamicTableSinkMock sinkMock =
+				(TestDynamicTableFactory.DynamicTableSinkMock) actualSink;
+
+		SerializationSchema<RowData> actualSer = sinkMock.sinkValueFormat
+				.createSinkFormat(
+						null,
+						SCHEMA.toRowDataType());
+
+		assertEquals(expectedSer, actualSer);
+	}
+
+	@Test
+	public void testDisableQuoteCharacterException() {
+		thrown.expect(ValidationException.class);
+		thrown.expect(containsCause(new ValidationException("Format cannot define a quote character and disabled quote character at the same time.")));
+
+		final Map<String, String> options =
+				getModifiedOptions(opts -> opts.put("csv.disable-quote-character", "true"));
+
+		createTableSink(options);
+	}
+
+	@Test
+	public void testInvalidCharacterOption() {
+		thrown.expect(ValidationException.class);
+		thrown.expect(containsCause(new ValidationException("Option 'csv.quote-character' must be "
+				+ "a string with single character, but was: abc")));
+
+		final Map<String, String> options =
+				getModifiedOptions(opts -> opts.put("csv.quote-character", "abc"));
+
+		createTableSink(options);
+	}
+
+	@Test
+	public void testInvalidLineDelimiter() {
+		thrown.expect(ValidationException.class);
+		thrown.expect(containsCause(new ValidationException("Invalid value for option 'csv.line-delimiter'. "
+				+ "Supported values are [\\r, \\n, \\r\\n, \"\"], but was: abc")));
+
+		final Map<String, String> options =
+				getModifiedOptions(opts -> opts.put("csv.line-delimiter", "abc"));
+
+		createTableSink(options);
+	}
+
+	@Test
+	public void testInvalidIgnoreParseError() {
+		thrown.expect(ValidationException.class);
+		thrown.expect(containsCause(new IllegalArgumentException("Unrecognized option for boolean: abc. "
+						+ "Expected either true or false(case insensitive)")));
+
+		final Map<String, String> options =
+				getModifiedOptions(opts -> opts.put("csv.ignore-parse-errors", "abc"));
+
+		createTableSink(options);
+	}
+
+	// ------------------------------------------------------------------------
+	//  Utilities
+	// ------------------------------------------------------------------------
+
+	/**
+	 * Returns the full options modified by the given consumer {@code optionModifier}.
+	 *
+	 * @param optionModifier Consumer to modify the options
+	 */
+	private Map<String, String> getModifiedOptions(Consumer<Map<String, String>> optionModifier) {
+		Map<String, String> options = getAllOptions();
+		optionModifier.accept(options);
+		return options;
+	}
+
+	private Map<String, String> getAllOptions() {
+		final Map<String, String> options = new HashMap<>();
+		options.put("connector", TestDynamicTableFactory.IDENTIFIER);
+		options.put("target", "MyTarget");
+		options.put("buffer-size", "1000");
+
+		options.put("format", CsvFormatFactory.IDENTIFIER);
+		options.put("csv.field-delimiter", ";");
+		options.put("csv.line-delimiter", "\n");
+		options.put("csv.quote-character", "'");
+		options.put("csv.allow-comments", "true");
+		options.put("csv.ignore-parse-errors", "true");
+		options.put("csv.array-element-delimiter", "|");
+		options.put("csv.escape-character", "\\");
+		options.put("csv.null-literal", "n/a");
+		return options;
+	}
+
+	private static DynamicTableSource createTableSource(Map<String, String> options) {
+		return FactoryUtil.createTableSource(
+				null,
+				ObjectIdentifier.of("default", "default", "t1"),
+				new CatalogTableImpl(SCHEMA, options, "mock source"),
+				new Configuration(),
+				CsvFormatFactoryTest.class.getClassLoader());
+	}
+
+	private static DynamicTableSink createTableSink(Map<String, String> options) {
+		return FactoryUtil.createTableSink(
+				null,
+				ObjectIdentifier.of("default", "default", "t1"),
+				new CatalogTableImpl(SCHEMA, options, "mock sink"),
+				new Configuration(),
+				CsvFormatFactoryTest.class.getClassLoader());
+	}
+}