diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java new file mode 100755 index 00000000..666a99d9 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java @@ -0,0 +1,141 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter; + +import com.alibaba.datax.common.element.Record; +import com.alibaba.datax.common.exception.DataXException; +import com.alibaba.datax.common.plugin.RecordReceiver; +import com.alibaba.datax.common.spi.Writer; +import com.alibaba.datax.common.util.Configuration; +import com.alibaba.datax.plugin.rdbms.util.DBUtil; +import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode; +import com.alibaba.datax.plugin.rdbms.util.DataBaseType; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.manager.StarRocksWriterManager; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksISerializer; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksSerializerFactory; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.util.StarRocksWriterUtil; + +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.Connection; +import java.util.ArrayList; +import java.util.List; + +public class StarRocksWriter extends Writer { + + public static class Job extends Writer.Job { + + private static final Logger LOG = LoggerFactory.getLogger(Job.class); + private Configuration originalConfig = null; + private StarRocksWriterOptions options; + + @Override + public void init() { + this.originalConfig = super.getPluginJobConf(); + options = new StarRocksWriterOptions(super.getPluginJobConf()); + options.doPretreatment(); + } + + @Override + public void preCheck(){ + this.init(); + StarRocksWriterUtil.preCheckPrePareSQL(options); + StarRocksWriterUtil.preCheckPostSQL(options); + } + + @Override + public void prepare() { + String username = options.getUsername(); + String password = options.getPassword(); + String jdbcUrl = options.getJdbcUrl(); + List renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable()); + if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) { + Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password); + LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl); + StarRocksWriterUtil.executeSqls(conn, renderedPreSqls); + DBUtil.closeDBResources(null, null, conn); + } + } + + @Override + public List split(int mandatoryNumber) { + List configurations = new ArrayList<>(mandatoryNumber); + for (int i = 0; i < mandatoryNumber; i++) { + configurations.add(originalConfig); + } + return configurations; + } + + @Override + public void post() { + String username = options.getUsername(); + String password = options.getPassword(); + String jdbcUrl = options.getJdbcUrl(); + List renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable()); + if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) { + Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password); + LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl); + StarRocksWriterUtil.executeSqls(conn, renderedPostSqls); + DBUtil.closeDBResources(null, null, conn); + } + } + + @Override + public void destroy() { + } + + } + + public static class Task extends Writer.Task { + private StarRocksWriterManager writerManager; + private StarRocksWriterOptions options; + private StarRocksISerializer rowSerializer; + + @Override + public void init() { + options = new StarRocksWriterOptions(super.getPluginJobConf()); + writerManager = new StarRocksWriterManager(options); + rowSerializer = StarRocksSerializerFactory.createSerializer(options); + } + + @Override + public void prepare() { + } + + public void startWrite(RecordReceiver recordReceiver) { + try { + Record record; + while ((record = recordReceiver.getFromReader()) != null) { + if (record.getColumnNumber() != options.getColumns().size()) { + throw DataXException + .asDataXException( + DBUtilErrorCode.CONF_ERROR, + String.format( + "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.", + record.getColumnNumber(), + options.getColumns().size())); + } + writerManager.writeRecord(rowSerializer.serialize(record)); + } + } catch (Exception e) { + throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e); + } + } + + @Override + public void post() { + try { + writerManager.close(); + } catch (Exception e) { + throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e); + } + } + + @Override + public void destroy() {} + + @Override + public boolean supportFailOver(){ + return false; + } + } +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java new file mode 100644 index 00000000..5180512f --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java @@ -0,0 +1,146 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter; + +import java.io.Serializable; + +import com.alibaba.datax.common.exception.DataXException; +import com.alibaba.datax.common.util.Configuration; +import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode; + +import java.util.List; +import java.util.Map; +import java.util.stream.Collectors; + +public class StarRocksWriterOptions implements Serializable { + + private static final long serialVersionUID = 1l; + private static final long KILO_BYTES_SCALE = 1024l; + private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE; + private static final int MAX_RETRIES = 1; + private static final int BATCH_ROWS = 500000; + private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE; + + private static final String KEY_LOAD_PROPS_FORMAT = "format"; + public enum StreamLoadFormat { + CSV, JSON; + } + + private static final String KEY_USERNAME = "username"; + private static final String KEY_PASSWORD = "password"; + private static final String KEY_DATABASE = "database"; + private static final String KEY_TABLE = "table"; + private static final String KEY_COLUMN = "column"; + private static final String KEY_PRE_SQL = "preSql"; + private static final String KEY_POST_SQL = "postSql"; + private static final String KEY_JDBC_URL = "jdbcUrl"; + private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows"; + private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize"; + private static final String KEY_LOAD_URL = "loadUrl"; + private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength"; + private static final String KEY_LOAD_PROPS = "loadProps"; + + private final Configuration options; + + public StarRocksWriterOptions(Configuration options) { + this.options = options; + } + + public void doPretreatment() { + validateRequired(); + validateStreamLoadUrl(); + } + + public String getJdbcUrl() { + return options.getString(KEY_JDBC_URL); + } + + public String getDatabase() { + return options.getString(KEY_DATABASE); + } + + public String getTable() { + return options.getString(KEY_TABLE); + } + + public String getUsername() { + return options.getString(KEY_USERNAME); + } + + public String getPassword() { + return options.getString(KEY_PASSWORD); + } + + public List getLoadUrlList() { + return options.getList(KEY_LOAD_URL, String.class); + } + + public List getColumns() { + return options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList()); + } + + public List getPreSqlList() { + return options.getList(KEY_PRE_SQL, String.class); + } + + public List getPostSqlList() { + return options.getList(KEY_POST_SQL, String.class); + } + + public Map getLoadProps() { + return options.getMap(KEY_LOAD_PROPS); + } + + public int getMaxRetries() { + return MAX_RETRIES; + } + + public int getBatchRows() { + Integer rows = options.getInt(KEY_MAX_BATCH_ROWS); + return null == rows ? BATCH_ROWS : rows; + } + + public long getBatchSize() { + Long size = options.getLong(KEY_MAX_BATCH_SIZE); + return null == size ? BATCH_BYTES : size; + } + + public int getFlushQueueLength() { + Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH); + return null == len ? 1 : len; + } + + public StreamLoadFormat getStreamLoadFormat() { + Map loadProps = getLoadProps(); + if (null == loadProps) { + return StreamLoadFormat.CSV; + } + if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT) + && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) { + return StreamLoadFormat.JSON; + } + return StreamLoadFormat.CSV; + } + + private void validateStreamLoadUrl() { + List urlList = getLoadUrlList(); + for (String host : urlList) { + if (host.split(":").length < 2) { + throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, + "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。"); + } + } + } + + private void validateRequired() { + final String[] requiredOptionKeys = new String[]{ + KEY_USERNAME, + KEY_PASSWORD, + KEY_DATABASE, + KEY_TABLE, + KEY_COLUMN, + KEY_LOAD_URL + }; + for (String optionKey : requiredOptionKeys) { + options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE); + } + } +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java new file mode 100644 index 00000000..cd8c663b --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java @@ -0,0 +1,20 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager; + +import java.util.List; + +public class StarRocksFlushTuple { + + private String label; + private Long bytes; + private List rows; + + public StarRocksFlushTuple(String label, Long bytes, List rows) { + this.label = label; + this.bytes = bytes; + this.rows = rows; + } + + public String getLabel() { return label; } + public Long getBytes() { return bytes; } + public List getRows() { return rows; } +} \ No newline at end of file diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java new file mode 100644 index 00000000..15e93e87 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java @@ -0,0 +1,175 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager; + +import java.io.IOException; +import java.net.HttpURLConnection; +import java.net.URL; +import java.nio.ByteBuffer; +import java.nio.charset.StandardCharsets; + +import com.alibaba.fastjson.JSON; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksDelimiterParser; + +import org.apache.commons.codec.binary.Base64; +import org.apache.http.HttpEntity; +import org.apache.http.client.config.RequestConfig; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpPut; +import org.apache.http.entity.ByteArrayEntity; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.impl.client.DefaultRedirectStrategy; +import org.apache.http.impl.client.HttpClientBuilder; +import org.apache.http.impl.client.HttpClients; +import org.apache.http.util.EntityUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.List; +import java.util.Map; + + +public class StarRocksStreamLoadVisitor { + + private static final Logger LOG = LoggerFactory.getLogger(StarRocksStreamLoadVisitor.class); + + private final StarRocksWriterOptions writerOptions; + private int pos; + + public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) { + this.writerOptions = writerOptions; + } + + public void doStreamLoad(StarRocksFlushTuple flushData) throws IOException { + String host = getAvailableHost(); + if (null == host) { + throw new IOException("None of the host in `load_url` could be connected."); + } + String loadUrl = new StringBuilder(host) + .append("/api/") + .append(writerOptions.getDatabase()) + .append("/") + .append(writerOptions.getTable()) + .append("/_stream_load") + .toString(); + LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel())); + Map loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue())); + final String keyStatus = "Status"; + if (null == loadResult || !loadResult.containsKey(keyStatus)) { + throw new IOException("Unable to flush data to StarRocks: unknown result status."); + } + LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString()); + if (loadResult.get(keyStatus).equals("Fail")) { + throw new IOException( + new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString() + ); + } + } + + private String getAvailableHost() { + List hostList = writerOptions.getLoadUrlList(); + if (pos >= hostList.size()) { + pos = 0; + } + for (; pos < hostList.size(); pos++) { + String host = new StringBuilder("http://").append(hostList.get(pos)).toString(); + if (tryHttpConnection(host)) { + return host; + } + } + return null; + } + + private boolean tryHttpConnection(String host) { + try { + URL url = new URL(host); + HttpURLConnection co = (HttpURLConnection) url.openConnection(); + co.setConnectTimeout(1000); + co.connect(); + co.disconnect(); + return true; + } catch (Exception e1) { + LOG.warn("Failed to connect to address:{}", host, e1); + return false; + } + } + + private byte[] joinRows(List rows, int totalBytes) { + if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) { + Map props = writerOptions.getLoadProps(); + byte[] lineDelimiter = (props.containsKey("row_delimiter") ? StarRocksDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n") : "\n").getBytes(StandardCharsets.UTF_8); + ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length); + for (String row : rows) { + bos.put(row.getBytes(StandardCharsets.UTF_8)); + bos.put(lineDelimiter); + } + return bos.array(); + } + + if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) { + ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1)); + bos.put("[".getBytes(StandardCharsets.UTF_8)); + byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8); + boolean isFirstElement = true; + for (String row : rows) { + if (!isFirstElement) { + bos.put(jsonDelimiter); + } + bos.put(row.getBytes(StandardCharsets.UTF_8)); + isFirstElement = false; + } + bos.put("]".getBytes(StandardCharsets.UTF_8)); + return bos.array(); + } + throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:"); + } + + @SuppressWarnings("unchecked") + private Map doHttpPut(String loadUrl, String label, byte[] data) throws IOException { + LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length)); + final HttpClientBuilder httpClientBuilder = HttpClients.custom() + .setRedirectStrategy(new DefaultRedirectStrategy() { + @Override + protected boolean isRedirectable(String method) { + return true; + } + }); + try (CloseableHttpClient httpclient = httpClientBuilder.build()) { + HttpPut httpPut = new HttpPut(loadUrl); + List cols = writerOptions.getColumns(); + if (null != cols && !cols.isEmpty()) { + httpPut.setHeader("columns", String.join(",", cols)); + } + if (null != writerOptions.getLoadProps()) { + for (Map.Entry entry : writerOptions.getLoadProps().entrySet()) { + httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue())); + } + } + httpPut.setHeader("Expect", "100-continue"); + httpPut.setHeader("label", label); + httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded"); + httpPut.setHeader("Authorization", getBasicAuthHeader(writerOptions.getUsername(), writerOptions.getPassword())); + httpPut.setEntity(new ByteArrayEntity(data)); + httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build()); + try (CloseableHttpResponse resp = httpclient.execute(httpPut)) { + int code = resp.getStatusLine().getStatusCode(); + if (200 != code) { + LOG.warn("Request failed with code:{}", code); + return null; + } + HttpEntity respEntity = resp.getEntity(); + if (null == respEntity) { + LOG.warn("Request failed with empty response."); + return null; + } + return (Map)JSON.parse(EntityUtils.toString(respEntity)); + } + } + } + + private String getBasicAuthHeader(String username, String password) { + String auth = username + ":" + password; + byte[] encodedAuth = Base64.encodeBase64(auth.getBytes()); + return new StringBuilder("Basic ").append(new String(encodedAuth)).toString(); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java new file mode 100644 index 00000000..e5234425 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java @@ -0,0 +1,144 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager; + +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; +import java.util.UUID; +import java.util.concurrent.LinkedBlockingDeque; + +import com.google.common.base.Strings; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions; + +public class StarRocksWriterManager { + + private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterManager.class); + + private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor; + private final StarRocksWriterOptions writerOptions; + + private final List buffer = new ArrayList<>(); + private int batchCount = 0; + private long batchSize = 0; + private volatile boolean closed = false; + private volatile Exception flushException; + private final LinkedBlockingDeque flushQueue; + + public StarRocksWriterManager(StarRocksWriterOptions writerOptions) { + this.writerOptions = writerOptions; + this.starrocksStreamLoadVisitor = new StarRocksStreamLoadVisitor(writerOptions); + flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); + this.startAsyncFlushing(); + } + + public final synchronized void writeRecord(String record) throws IOException { + checkFlushException(); + try { + buffer.add(record); + batchCount++; + batchSize += record.getBytes().length; + if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) { + String label = createBatchLabel(); + LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label)); + flush(label, false); + } + } catch (Exception e) { + throw new IOException("Writing records to StarRocks failed.", e); + } + } + + public synchronized void flush(String label, boolean waitUtilDone) throws Exception { + checkFlushException(); + if (batchCount == 0) { + if (waitUtilDone) { + waitAsyncFlushingDone(); + } + return; + } + flushQueue.put(new StarRocksFlushTuple(label, batchSize, new ArrayList<>(buffer))); + if (waitUtilDone) { + // wait the last flush + waitAsyncFlushingDone(); + } + buffer.clear(); + batchCount = 0; + batchSize = 0; + } + + public synchronized void close() { + if (!closed) { + closed = true; + try { + String label = createBatchLabel(); + if (batchCount > 0) LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label)); + flush(label, true); + } catch (Exception e) { + throw new RuntimeException("Writing records to StarRocks failed.", e); + } + } + checkFlushException(); + } + + public String createBatchLabel() { + return UUID.randomUUID().toString(); + } + + private void startAsyncFlushing() { + // start flush thread + Thread flushThread = new Thread(new Runnable(){ + public void run() { + while(true) { + try { + asyncFlush(); + } catch (Exception e) { + flushException = e; + } + } + } + }); + flushThread.setDaemon(true); + flushThread.start(); + } + + private void waitAsyncFlushingDone() throws InterruptedException { + // wait previous flushings + for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) { + flushQueue.put(new StarRocksFlushTuple("", 0l, null)); + } + } + + private void asyncFlush() throws Exception { + StarRocksFlushTuple flushData = flushQueue.take(); + if (Strings.isNullOrEmpty(flushData.getLabel())) { + return; + } + LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel())); + for (int i = 0; i <= writerOptions.getMaxRetries(); i++) { + try { + // flush to StarRocks with stream load + starrocksStreamLoadVisitor.doStreamLoad(flushData); + LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel())); + break; + } catch (Exception e) { + LOG.warn("Failed to flush batch data to StarRocks, retry times = {}", i, e); + if (i >= writerOptions.getMaxRetries()) { + throw new IOException(e); + } + try { + Thread.sleep(1000l * (i + 1)); + } catch (InterruptedException ex) { + Thread.currentThread().interrupt(); + throw new IOException("Unable to flush, interrupted while doing another attempt", e); + } + } + } + } + + private void checkFlushException() { + if (flushException != null) { + throw new RuntimeException("Writing records to StarRocks failed.", flushException); + } + } +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java new file mode 100644 index 00000000..77d25f12 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java @@ -0,0 +1,18 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import com.alibaba.datax.common.element.Column; +import com.alibaba.datax.common.element.Column.Type; + +public class StarRocksBaseSerializer { + + protected String fieldConvertion(Column col) { + if (null == col.getRawData()) { + return null; + } + if (Type.BOOL == col.getType()) { + return String.valueOf(col.asLong()); + } + return col.asString(); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java new file mode 100644 index 00000000..1366d570 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java @@ -0,0 +1,32 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import java.io.StringWriter; + +import com.alibaba.datax.common.element.Record; + +import com.google.common.base.Strings; + +public class StarRocksCsvSerializer extends StarRocksBaseSerializer implements StarRocksISerializer { + + private static final long serialVersionUID = 1L; + + private final String columnSeparator; + + public StarRocksCsvSerializer(String sp) { + this.columnSeparator = StarRocksDelimiterParser.parse(sp, "\t"); + } + + @Override + public String serialize(Record row) { + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < row.getColumnNumber(); i++) { + String value = fieldConvertion(row.getColumn(i)); + sb.append(null == value ? "\\N" : value); + if (i < row.getColumnNumber() - 1) { + sb.append(columnSeparator); + } + } + return sb.toString(); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java new file mode 100644 index 00000000..04301e0f --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java @@ -0,0 +1,55 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import java.io.StringWriter; + +import com.google.common.base.Strings; + +public class StarRocksDelimiterParser { + + private static final String HEX_STRING = "0123456789ABCDEF"; + + public static String parse(String sp, String dSp) throws RuntimeException { + if (Strings.isNullOrEmpty(sp)) { + return dSp; + } + if (!sp.toUpperCase().startsWith("\\X")) { + return sp; + } + String hexStr = sp.substring(2); + // check hex str + if (hexStr.isEmpty()) { + throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`"); + } + if (hexStr.length() % 2 != 0) { + throw new RuntimeException("Failed to parse delimiter: `Hex str length error`"); + } + for (char hexChar : hexStr.toUpperCase().toCharArray()) { + if (HEX_STRING.indexOf(hexChar) == -1) { + throw new RuntimeException("Failed to parse delimiter: `Hex str format error`"); + } + } + // transform to separator + StringWriter writer = new StringWriter(); + for (byte b : hexStrToBytes(hexStr)) { + writer.append((char) b); + } + return writer.toString(); + } + + private static byte[] hexStrToBytes(String hexStr) { + String upperHexStr = hexStr.toUpperCase(); + int length = upperHexStr.length() / 2; + char[] hexChars = upperHexStr.toCharArray(); + byte[] bytes = new byte[length]; + for (int i = 0; i < length; i++) { + int pos = i * 2; + bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1])); + } + return bytes; + } + + private static byte charToByte(char c) { + return (byte) HEX_STRING.indexOf(c); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java new file mode 100644 index 00000000..7bcb8973 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java @@ -0,0 +1,11 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import java.io.Serializable; + +import com.alibaba.datax.common.element.Record; + +public interface StarRocksISerializer extends Serializable { + + String serialize(Record row); + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java new file mode 100644 index 00000000..60faa1be --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java @@ -0,0 +1,34 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import com.alibaba.datax.common.element.Record; +import com.alibaba.fastjson.JSON; + +public class StarRocksJsonSerializer extends StarRocksBaseSerializer implements StarRocksISerializer { + + private static final long serialVersionUID = 1L; + + private final List fieldNames; + + public StarRocksJsonSerializer(List fieldNames) { + this.fieldNames = fieldNames; + } + + @Override + public String serialize(Record row) { + if (null == fieldNames) { + return ""; + } + Map rowMap = new HashMap<>(fieldNames.size()); + int idx = 0; + for (String fieldName : fieldNames) { + rowMap.put(fieldName, fieldConvertion(row.getColumn(idx))); + idx++; + } + return JSON.toJSONString(rowMap); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java new file mode 100644 index 00000000..85f446cd --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java @@ -0,0 +1,22 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.row; + +import java.util.Map; + +import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions; + +public class StarRocksSerializerFactory { + + private StarRocksSerializerFactory() {} + + public static StarRocksISerializer createSerializer(StarRocksWriterOptions writerOptions) { + if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) { + Map props = writerOptions.getLoadProps(); + return new StarRocksCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator"))); + } + if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) { + return new StarRocksJsonSerializer(writerOptions.getColumns()); + } + throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties."); + } + +} diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java new file mode 100755 index 00000000..c3b5d8d1 --- /dev/null +++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java @@ -0,0 +1,83 @@ +package com.starrocks.connector.datax.plugin.writer.starrockswriter.util; + +import com.alibaba.datax.plugin.rdbms.util.DBUtil; +import com.alibaba.datax.plugin.rdbms.util.DataBaseType; +import com.alibaba.datax.plugin.rdbms.util.RdbmsException; +import com.alibaba.datax.plugin.rdbms.writer.Constant; +import com.alibaba.druid.sql.parser.ParserException; +import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions; +import com.google.common.base.Strings; + +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.Connection; +import java.sql.Statement; +import java.util.*; + +public final class StarRocksWriterUtil { + private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterUtil.class); + + private StarRocksWriterUtil() {} + + public static List renderPreOrPostSqls(List preOrPostSqls, String tableName) { + if (null == preOrPostSqls) { + return Collections.emptyList(); + } + List renderedSqls = new ArrayList<>(); + for (String sql : preOrPostSqls) { + if (!Strings.isNullOrEmpty(sql)) { + renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName)); + } + } + return renderedSqls; + } + + public static void executeSqls(Connection conn, List sqls) { + Statement stmt = null; + String currentSql = null; + try { + stmt = conn.createStatement(); + for (String sql : sqls) { + currentSql = sql; + DBUtil.executeSqlWithoutResultSet(stmt, sql); + } + } catch (Exception e) { + throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null); + } finally { + DBUtil.closeDBResources(null, stmt, null); + } + } + + public static void preCheckPrePareSQL(StarRocksWriterOptions options) { + String table = options.getTable(); + List preSqls = options.getPreSqlList(); + List renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(preSqls, table); + if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) { + LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls)); + for (String sql : renderedPreSqls) { + try { + DBUtil.sqlValid(sql, DataBaseType.MySql); + } catch (ParserException e) { + throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql); + } + } + } + } + + public static void preCheckPostSQL(StarRocksWriterOptions options) { + String table = options.getTable(); + List postSqls = options.getPostSqlList(); + List renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(postSqls, table); + if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) { + LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls)); + for(String sql : renderedPostSqls) { + try { + DBUtil.sqlValid(sql, DataBaseType.MySql); + } catch (ParserException e){ + throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql); + } + } + } + } +}