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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2021/05/17 16:41:32 UTC

[GitHub] [hudi] codope commented on a change in pull request #2915: [HUDI-251] Adds JDBC source support for DeltaStreamer

codope commented on a change in pull request #2915:
URL: https://github.com/apache/hudi/pull/2915#discussion_r633690635



##########
File path: hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/JdbcSource.java
##########
@@ -0,0 +1,326 @@
+/*
+ * 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.hudi.utilities.sources;
+
+import org.apache.hudi.DataSourceUtils;
+import org.apache.hudi.common.config.TypedProperties;
+import org.apache.hudi.common.util.Option;
+import org.apache.hudi.common.util.StringUtils;
+import org.apache.hudi.common.util.collection.Pair;
+import org.apache.hudi.exception.HoodieException;
+import org.apache.hudi.utilities.SqlQueryBuilder;
+import org.apache.hudi.utilities.schema.SchemaProvider;
+
+import org.apache.hadoop.fs.FSDataInputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.io.IOUtils;
+import org.apache.log4j.LogManager;
+import org.apache.log4j.Logger;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.Column;
+import org.apache.spark.sql.DataFrameReader;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Row;
+import org.apache.spark.sql.SparkSession;
+import org.apache.spark.sql.functions;
+import org.apache.spark.sql.types.DataTypes;
+import org.apache.spark.storage.StorageLevel;
+import org.jetbrains.annotations.NotNull;
+
+import java.net.URI;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+
+/**
+ * Reads data from RDBMS data sources.
+ */
+
+public class JdbcSource extends RowSource {
+
+  private static final Logger LOG = LogManager.getLogger(JdbcSource.class);
+  private static final List<String> DB_LIMIT_CLAUSE = Arrays.asList("mysql", "postgresql", "h2");
+  private static final String URI_JDBC_PREFIX = "jdbc:";
+
+  public JdbcSource(TypedProperties props, JavaSparkContext sparkContext, SparkSession sparkSession,
+                    SchemaProvider schemaProvider) {
+    super(props, sparkContext, sparkSession, schemaProvider);
+  }
+
+  /**
+   * Validates all user properties and prepares the {@link DataFrameReader} to read from RDBMS.
+   *
+   * @param session    The {@link SparkSession}.
+   * @param properties The JDBC connection properties and data source options.
+   * @return The {@link DataFrameReader} to read from RDBMS
+   * @throws HoodieException
+   */
+  private static DataFrameReader validatePropsAndGetDataFrameReader(final SparkSession session,
+                                                                    final TypedProperties properties)
+      throws HoodieException {
+    DataFrameReader dataFrameReader;
+    FSDataInputStream passwordFileStream = null;
+    try {
+      dataFrameReader = session.read().format("jdbc");
+      dataFrameReader = dataFrameReader.option(Config.URL_PROP, properties.getString(Config.URL));
+      dataFrameReader = dataFrameReader.option(Config.USER_PROP, properties.getString(Config.USER));
+      dataFrameReader = dataFrameReader.option(Config.DRIVER_PROP, properties.getString(Config.DRIVER_CLASS));
+      dataFrameReader = dataFrameReader
+          .option(Config.RDBMS_TABLE_PROP, properties.getString(Config.RDBMS_TABLE_NAME));
+
+      if (properties.containsKey(Config.PASSWORD)) {
+        LOG.info("Reading JDBC password from properties file....");
+        dataFrameReader = dataFrameReader.option(Config.PASSWORD_PROP, properties.getString(Config.PASSWORD));
+      } else if (properties.containsKey(Config.PASSWORD_FILE)
+          && !StringUtils.isNullOrEmpty(properties.getString(Config.PASSWORD_FILE))) {
+        LOG.info(String.format("Reading JDBC password from password file %s", properties.getString(Config.PASSWORD_FILE)));
+        FileSystem fileSystem = FileSystem.get(session.sparkContext().hadoopConfiguration());
+        passwordFileStream = fileSystem.open(new Path(properties.getString(Config.PASSWORD_FILE)));
+        byte[] bytes = new byte[passwordFileStream.available()];
+        passwordFileStream.read(bytes);
+        dataFrameReader = dataFrameReader.option(Config.PASSWORD_PROP, new String(bytes));
+      } else {
+        throw new IllegalArgumentException(String.format("JDBCSource needs either a %s or %s to connect to RDBMS "
+            + "datasource", Config.PASSWORD_FILE, Config.PASSWORD));
+      }
+
+      addExtraJdbcOptions(properties, dataFrameReader);
+
+      if (properties.getBoolean(Config.IS_INCREMENTAL)) {
+        DataSourceUtils.checkRequiredProperties(properties, Collections.singletonList(Config.INCREMENTAL_COLUMN));

Review comment:
       Would it be okay to do an additional query before fetching the dataset for this validation?




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