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Example 6 with BasicDataSourceFactory

use of com.qlangtech.tis.plugin.ds.BasicDataSourceFactory in project plugins by qlangtech.

the class TestFlinkCDCMySQLSourceFactory method createMySqlDataSourceFactory.

protected BasicDataSourceFactory createMySqlDataSourceFactory(TargetResName dataxName) {
    Descriptor mySqlV5DataSourceFactory = TIS.get().getDescriptor("MySQLV5DataSourceFactory");
    Assert.assertNotNull(mySqlV5DataSourceFactory);
    Descriptor.FormData formData = new Descriptor.FormData();
    formData.addProp("name", "mysql");
    formData.addProp("dbName", MYSQL_CONTAINER.getDatabaseName());
    formData.addProp("nodeDesc", MYSQL_CONTAINER.getHost());
    formData.addProp("password", MYSQL_CONTAINER.getPassword());
    formData.addProp("userName", MYSQL_CONTAINER.getUsername());
    formData.addProp("port", String.valueOf(MYSQL_CONTAINER.getDatabasePort()));
    formData.addProp("encode", "utf8");
    formData.addProp("useCompression", "true");
    Descriptor.ParseDescribable<BasicDataSourceFactory> parseDescribable = mySqlV5DataSourceFactory.newInstance(dataxName.getName(), formData);
    Assert.assertNotNull(parseDescribable.instance);
    return parseDescribable.instance;
}
Also used : BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) Descriptor(com.qlangtech.tis.extension.Descriptor)

Example 7 with BasicDataSourceFactory

use of com.qlangtech.tis.plugin.ds.BasicDataSourceFactory in project plugins by qlangtech.

the class TestFlinkCDCMySQLSourceFactory method testBinlogConsumeWithDataStreamRegisterInstaneDetailTable.

/**
 * 测试 instancedetail
 *
 * @throws Exception
 */
@Test
public void testBinlogConsumeWithDataStreamRegisterInstaneDetailTable() throws Exception {
    FlinkCDCMySQLSourceFactory mysqlCDCFactory = new FlinkCDCMySQLSourceFactory();
    mysqlCDCFactory.startupOptions = "latest";
    final String tabName = "instancedetail";
    CUDCDCTestSuit cdcTestSuit = new CUDCDCTestSuit() {

        @Override
        protected BasicDataSourceFactory createDataSourceFactory(TargetResName dataxName) {
            return createMySqlDataSourceFactory(dataxName);
        }

        @Override
        protected String getColEscape() {
            return "`";
        }

        @Override
        protected IResultRows createConsumerHandle(String tabName) {
            return new TestTableRegisterFlinkSourceHandle(tabName, cols);
        }

        @Override
        protected void verfiyTableCrudProcess(String tabName, BasicDataXRdbmsReader dataxReader, ISelectedTab tab, IResultRows consumerHandle, IMQListener<JobExecutionResult> imqListener) throws MQConsumeException, InterruptedException {
            // super.verfiyTableCrudProcess(tabName, dataxReader, tab, consumerHandle, imqListener);
            List<ISelectedTab> tabs = Collections.singletonList(tab);
            List<TestRow> exampleRows = Lists.newArrayList();
            exampleRows.add(this.parseTestRow(RowKind.INSERT, TestFlinkCDCMySQLSourceFactory.class, tabName + "/insert1.txt"));
            Assert.assertEquals(1, exampleRows.size());
            imqListener.start(dataxName, dataxReader, tabs, null);
            Thread.sleep(1000);
            CloseableIterator<Row> snapshot = consumerHandle.getRowSnapshot(tabName);
            BasicDataSourceFactory dataSourceFactory = (BasicDataSourceFactory) dataxReader.getDataSourceFactory();
            Assert.assertNotNull("dataSourceFactory can not be null", dataSourceFactory);
            dataSourceFactory.visitFirstConnection((conn) -> {
                startProcessConn(conn);
                for (TestRow t : exampleRows) {
                    RowVals<Object> vals = t.vals;
                    final String insertBase = "insert into " + createTableName(tabName) + "(" + cols.stream().filter((c) -> vals.notNull(c.getName())).map((col) -> getColEscape() + col.getName() + getColEscape()).collect(Collectors.joining(" , ")) + ") " + "values(" + cols.stream().filter((c) -> vals.notNull(c.getName())).map((col) -> "?").collect(Collectors.joining(" , ")) + ")";
                    PreparedStatement statement = conn.prepareStatement(insertBase);
                    AtomicInteger ci = new AtomicInteger();
                    cols.stream().filter((c) -> vals.notNull(c.getName())).forEach((col) -> {
                        col.type.accept(new DataType.TypeVisitor<Void>() {

                            @Override
                            public Void longType(DataType type) {
                                try {
                                    statement.setLong(ci.incrementAndGet(), Long.parseLong(vals.getString(col.getName())));
                                } catch (SQLException e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void doubleType(DataType type) {
                                try {
                                    statement.setDouble(ci.incrementAndGet(), Double.parseDouble(vals.getString(col.getName())));
                                } catch (SQLException e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void dateType(DataType type) {
                                try {
                                    statement.setDate(ci.incrementAndGet(), java.sql.Date.valueOf(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void timestampType(DataType type) {
                                try {
                                    statement.setTimestamp(ci.incrementAndGet(), java.sql.Timestamp.valueOf(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void bitType(DataType type) {
                                try {
                                    statement.setByte(ci.incrementAndGet(), Byte.parseByte(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void blobType(DataType type) {
                                try {
                                    try (InputStream input = new ByteArrayInputStream(vals.getString(col.getName()).getBytes(TisUTF8.get()))) {
                                        statement.setBlob(ci.incrementAndGet(), input);
                                    }
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void varcharType(DataType type) {
                                try {
                                    statement.setString(ci.incrementAndGet(), (vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void intType(DataType type) {
                                try {
                                    statement.setInt(ci.incrementAndGet(), Integer.parseInt(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void floatType(DataType type) {
                                try {
                                    statement.setFloat(ci.incrementAndGet(), Float.parseFloat(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void decimalType(DataType type) {
                                try {
                                    statement.setBigDecimal(ci.incrementAndGet(), BigDecimal.valueOf(Double.parseDouble(vals.getString(col.getName()))));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void timeType(DataType type) {
                                try {
                                    statement.setTime(ci.incrementAndGet(), java.sql.Time.valueOf(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void tinyIntType(DataType dataType) {
                                try {
                                    statement.setShort(ci.incrementAndGet(), Short.parseShort(vals.getString(col.getName())));
                                } catch (Exception e) {
                                    throw new RuntimeException(e);
                                }
                                return null;
                            }

                            @Override
                            public Void smallIntType(DataType dataType) {
                                tinyIntType(dataType);
                                return null;
                            }
                        });
                    });
                    Assert.assertEquals(1, executePreparedStatement(conn, statement));
                    statement.close();
                    sleepForAWhile();
                    System.out.println("wait to show insert rows");
                    waitForSnapshotStarted(snapshot);
                    List<TestRow> rows = fetchRows(snapshot, 1, false);
                    for (TestRow rr : rows) {
                        System.out.println("------------" + rr.get("instance_id"));
                        assertTestRow(tabName, RowKind.INSERT, consumerHandle, t, rr);
                    }
                }
            });
        }
    };
    cdcTestSuit.startTest(mysqlCDCFactory, tabName);
}
Also used : TargetResName(com.qlangtech.tis.coredefine.module.action.TargetResName) CUDCDCTestSuit(com.qlangtech.plugins.incr.flink.cdc.CUDCDCTestSuit) IResultRows(com.qlangtech.plugins.incr.flink.cdc.IResultRows) TIS(com.qlangtech.tis.TIS) RowVals(com.qlangtech.plugins.incr.flink.cdc.RowVals) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) BigDecimal(java.math.BigDecimal) SQLException(java.sql.SQLException) Lists(com.google.common.collect.Lists) CenterResource(com.qlangtech.tis.manage.common.CenterResource) ByteArrayInputStream(java.io.ByteArrayInputStream) AtomicInteger(java.util.concurrent.atomic.AtomicInteger) TisUTF8(com.qlangtech.tis.manage.common.TisUTF8) TestTableRegisterFlinkSourceHandle(com.qlangtech.plugins.incr.flink.cdc.source.TestTableRegisterFlinkSourceHandle) TestRow(com.qlangtech.plugins.incr.flink.cdc.TestRow) Before(org.junit.Before) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) Descriptor(com.qlangtech.tis.extension.Descriptor) Test(org.junit.Test) PreparedStatement(java.sql.PreparedStatement) Collectors(java.util.stream.Collectors) JobExecutionResult(org.apache.flink.api.common.JobExecutionResult) TISEasyMock(com.qlangtech.tis.test.TISEasyMock) CloseableIterator(org.apache.flink.util.CloseableIterator) List(java.util.List) RowKind(org.apache.flink.types.RowKind) DataType(com.qlangtech.tis.plugin.ds.DataType) Row(org.apache.flink.types.Row) Assert(org.junit.Assert) IMQListener(com.qlangtech.tis.async.message.client.consumer.IMQListener) Collections(java.util.Collections) InputStream(java.io.InputStream) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) SQLException(java.sql.SQLException) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) CUDCDCTestSuit(com.qlangtech.plugins.incr.flink.cdc.CUDCDCTestSuit) IResultRows(com.qlangtech.plugins.incr.flink.cdc.IResultRows) IMQListener(com.qlangtech.tis.async.message.client.consumer.IMQListener) TargetResName(com.qlangtech.tis.coredefine.module.action.TargetResName) DataType(com.qlangtech.tis.plugin.ds.DataType) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) ByteArrayInputStream(java.io.ByteArrayInputStream) InputStream(java.io.InputStream) TestRow(com.qlangtech.plugins.incr.flink.cdc.TestRow) PreparedStatement(java.sql.PreparedStatement) SQLException(java.sql.SQLException) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) AtomicInteger(java.util.concurrent.atomic.AtomicInteger) ByteArrayInputStream(java.io.ByteArrayInputStream) TestTableRegisterFlinkSourceHandle(com.qlangtech.plugins.incr.flink.cdc.source.TestTableRegisterFlinkSourceHandle) TestRow(com.qlangtech.plugins.incr.flink.cdc.TestRow) Row(org.apache.flink.types.Row) Test(org.junit.Test)

Example 8 with BasicDataSourceFactory

use of com.qlangtech.tis.plugin.ds.BasicDataSourceFactory in project plugins by qlangtech.

the class FlinkCDCOracleSourceFunction method start.

@Override
public JobExecutionResult start(TargetResName channalName, IDataxReader dataSource, List<ISelectedTab> tabs, IDataxProcessor dataXProcessor) throws MQConsumeException {
    try {
        BasicDataXRdbmsReader reader = (BasicDataXRdbmsReader) dataSource;
        BasicDataSourceFactory f = (BasicDataSourceFactory) reader.getDataSourceFactory();
        SourceChannel sourceChannel = new SourceChannel(SourceChannel.getSourceFunction(f, (tab) -> tab.getTabName(), tabs, (dbHost, dbs, tbs, debeziumProperties) -> {
            return dbs.stream().map((databaseName) -> {
                SourceFunction<DTO> sourceFunction = OracleSource.<DTO>builder().hostname(dbHost).debeziumProperties(debeziumProperties).port(f.port).startupOptions(sourceFactory.getStartupOptions()).database(// monitor XE database
                StringUtils.upperCase(f.dbName)).tableList(// monitor products table
                tbs.toArray(new String[tbs.size()])).username(f.getUserName()).password(f.getPassword()).deserializer(// converts SourceRecord to JSON String
                new TISDeserializationSchema()).build();
                return new ReaderSource(dbHost + ":" + f.port + "_" + databaseName, sourceFunction);
            }).collect(Collectors.toList());
        }));
        for (ISelectedTab tab : tabs) {
            sourceChannel.addFocusTab(tab.getName());
        }
        return (JobExecutionResult) getConsumerHandle().consume(channalName, sourceChannel, dataXProcessor);
    } catch (Exception e) {
        throw new MQConsumeException(e.getMessage(), e);
    }
}
Also used : MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) IConsumerHandle(com.qlangtech.tis.async.message.client.consumer.IConsumerHandle) StringUtils(org.apache.commons.lang.StringUtils) TargetResName(com.qlangtech.tis.coredefine.module.action.TargetResName) OracleSource(com.ververica.cdc.connectors.oracle.OracleSource) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) DTO(com.qlangtech.tis.realtime.transfer.DTO) TISDeserializationSchema(com.qlangtech.plugins.incr.flink.cdc.TISDeserializationSchema) Collectors(java.util.stream.Collectors) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) SourceChannel(com.qlangtech.plugins.incr.flink.cdc.SourceChannel) ReaderSource(com.qlangtech.tis.realtime.ReaderSource) JobExecutionResult(org.apache.flink.api.common.JobExecutionResult) List(java.util.List) SourceFunction(org.apache.flink.streaming.api.functions.source.SourceFunction) IDataxReader(com.qlangtech.tis.datax.IDataxReader) IAsyncMsgDeserialize(com.qlangtech.tis.async.message.client.consumer.IAsyncMsgDeserialize) IDataxProcessor(com.qlangtech.tis.datax.IDataxProcessor) IMQListener(com.qlangtech.tis.async.message.client.consumer.IMQListener) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) SourceChannel(com.qlangtech.plugins.incr.flink.cdc.SourceChannel) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) JobExecutionResult(org.apache.flink.api.common.JobExecutionResult) TISDeserializationSchema(com.qlangtech.plugins.incr.flink.cdc.TISDeserializationSchema) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) ReaderSource(com.qlangtech.tis.realtime.ReaderSource) DTO(com.qlangtech.tis.realtime.transfer.DTO)

Example 9 with BasicDataSourceFactory

use of com.qlangtech.tis.plugin.ds.BasicDataSourceFactory in project plugins by qlangtech.

the class FlinkCDCPostgreSQLSourceFunction method start.

@Override
public JobExecutionResult start(TargetResName dataxName, IDataxReader dataSource, List<ISelectedTab> tabs, IDataxProcessor dataXProcessor) throws MQConsumeException {
    try {
        BasicDataXRdbmsReader rdbmsReader = (BasicDataXRdbmsReader) dataSource;
        final BasicDataSourceFactory dsFactory = (BasicDataSourceFactory) rdbmsReader.getDataSourceFactory();
        BasicDataSourceFactory.ISchemaSupported schemaSupported = (BasicDataSourceFactory.ISchemaSupported) dsFactory;
        if (StringUtils.isEmpty(schemaSupported.getDBSchema())) {
            throw new IllegalStateException("dsFactory:" + dsFactory.dbName + " relevant dbSchema can not be null");
        }
        SourceChannel sourceChannel = new SourceChannel(SourceChannel.getSourceFunction(dsFactory, (tab) -> schemaSupported.getDBSchema() + "." + tab.getTabName(), tabs, (dbHost, dbs, tbs, debeziumProperties) -> {
            DateTimeConverter.setDatetimeConverters(PGDateTimeConverter.class.getName(), debeziumProperties);
            return dbs.stream().map((dbname) -> {
                SourceFunction<DTO> sourceFunction = PostgreSQLSource.<DTO>builder().hostname(dbHost).port(dsFactory.port).database(// monitor postgres database
                dbname).schemaList(// monitor inventory schema
                schemaSupported.getDBSchema()).tableList(// monitor products table
                tbs.toArray(new String[tbs.size()])).username(dsFactory.userName).password(dsFactory.password).debeziumProperties(debeziumProperties).deserializer(// converts SourceRecord to JSON String
                new TISDeserializationSchema()).build();
                return new ReaderSource(dbHost + ":" + dsFactory.port + "_" + dbname, sourceFunction);
            }).collect(Collectors.toList());
        }));
        for (ISelectedTab tab : tabs) {
            sourceChannel.addFocusTab(tab.getName());
        }
        return (JobExecutionResult) getConsumerHandle().consume(dataxName, sourceChannel, dataXProcessor);
    } catch (Exception e) {
        throw new MQConsumeException(e.getMessage(), e);
    }
}
Also used : MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) DateTimeConverter(com.qlangtech.plugins.incr.flink.cdc.valconvert.DateTimeConverter) IConsumerHandle(com.qlangtech.tis.async.message.client.consumer.IConsumerHandle) StringUtils(org.apache.commons.lang.StringUtils) TargetResName(com.qlangtech.tis.coredefine.module.action.TargetResName) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) DTO(com.qlangtech.tis.realtime.transfer.DTO) TISDeserializationSchema(com.qlangtech.plugins.incr.flink.cdc.TISDeserializationSchema) Collectors(java.util.stream.Collectors) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) SourceChannel(com.qlangtech.plugins.incr.flink.cdc.SourceChannel) ReaderSource(com.qlangtech.tis.realtime.ReaderSource) JobExecutionResult(org.apache.flink.api.common.JobExecutionResult) List(java.util.List) SourceFunction(org.apache.flink.streaming.api.functions.source.SourceFunction) IDataxReader(com.qlangtech.tis.datax.IDataxReader) IAsyncMsgDeserialize(com.qlangtech.tis.async.message.client.consumer.IAsyncMsgDeserialize) IDataxProcessor(com.qlangtech.tis.datax.IDataxProcessor) IMQListener(com.qlangtech.tis.async.message.client.consumer.IMQListener) PostgreSQLSource(com.ververica.cdc.connectors.postgres.PostgreSQLSource) BasicDataSourceFactory(com.qlangtech.tis.plugin.ds.BasicDataSourceFactory) SourceChannel(com.qlangtech.plugins.incr.flink.cdc.SourceChannel) ISelectedTab(com.qlangtech.tis.plugin.ds.ISelectedTab) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) JobExecutionResult(org.apache.flink.api.common.JobExecutionResult) TISDeserializationSchema(com.qlangtech.plugins.incr.flink.cdc.TISDeserializationSchema) MQConsumeException(com.qlangtech.tis.async.message.client.consumer.MQConsumeException) BasicDataXRdbmsReader(com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader) ReaderSource(com.qlangtech.tis.realtime.ReaderSource) DTO(com.qlangtech.tis.realtime.transfer.DTO)

Aggregations

BasicDataSourceFactory (com.qlangtech.tis.plugin.ds.BasicDataSourceFactory)9 ISelectedTab (com.qlangtech.tis.plugin.ds.ISelectedTab)5 List (java.util.List)5 Collectors (java.util.stream.Collectors)5 IMQListener (com.qlangtech.tis.async.message.client.consumer.IMQListener)4 MQConsumeException (com.qlangtech.tis.async.message.client.consumer.MQConsumeException)4 TargetResName (com.qlangtech.tis.coredefine.module.action.TargetResName)4 IDataxProcessor (com.qlangtech.tis.datax.IDataxProcessor)4 Descriptor (com.qlangtech.tis.extension.Descriptor)4 BasicDataXRdbmsReader (com.qlangtech.tis.plugin.datax.common.BasicDataXRdbmsReader)4 ReaderSource (com.qlangtech.tis.realtime.ReaderSource)4 JobExecutionResult (org.apache.flink.api.common.JobExecutionResult)4 SourceChannel (com.qlangtech.plugins.incr.flink.cdc.SourceChannel)3 TISDeserializationSchema (com.qlangtech.plugins.incr.flink.cdc.TISDeserializationSchema)3 IAsyncMsgDeserialize (com.qlangtech.tis.async.message.client.consumer.IAsyncMsgDeserialize)3 IConsumerHandle (com.qlangtech.tis.async.message.client.consumer.IConsumerHandle)3 IDataxReader (com.qlangtech.tis.datax.IDataxReader)3 DTO (com.qlangtech.tis.realtime.transfer.DTO)3 StringUtils (org.apache.commons.lang.StringUtils)3 DateTimeConverter (com.qlangtech.plugins.incr.flink.cdc.valconvert.DateTimeConverter)2