From 643c26ec0be5a0e14c0f68b559415db7ad4f4ae0 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 22 Jun 2023 18:42:29 +0800 Subject: [PATCH 01/16] neo4jwriter --- neo4jwriter/doc/benchmark.png | Bin 0 -> 477009 bytes neo4jwriter/doc/neo4jwriter.md | 194 +++++++++++++ neo4jwriter/pom.xml | 56 ++++ neo4jwriter/src/main/assembly/package.xml | 34 +++ .../writer/neo4jwriter/Neo4jClient.java | 274 ++++++++++++++++++ .../writer/neo4jwriter/Neo4jWriter.java | 63 ++++ .../neo4jwriter/adapter/DateAdapter.java | 70 +++++ .../neo4jwriter/adapter/ValueAdapter.java | 114 ++++++++ .../neo4jwriter/config/ConfigConstants.java | 116 ++++++++ .../writer/neo4jwriter/config/Neo4jField.java | 108 +++++++ .../writer/neo4jwriter/config/Option.java | 65 +++++ .../writer/neo4jwriter/element/FieldType.java | 32 ++ .../neo4jwriter/element/Neo4jRecord.java | 29 ++ .../neo4jwriter/exception/Neo4jErrorCode.java | 37 +++ neo4jwriter/src/main/resources/plugin.json | 6 + .../alibaba/datax/plugin/writer/ApocTest.java | 81 ++++++ .../datax/plugin/writer/Neo4jWriterTest.java | 252 ++++++++++++++++ .../datax/plugin/writer/mock/MockRecord.java | 104 +++++++ .../datax/plugin/writer/mock/MockUtil.java | 50 ++++ .../src/test/resources/allTypeFieldNode.json | 42 +++ .../src/test/resources/dynamicLabel.json | 19 ++ .../src/test/resources/relationship.json | 19 ++ pom.xml | 1 + 23 files changed, 1766 insertions(+) create mode 100644 neo4jwriter/doc/benchmark.png create mode 100644 neo4jwriter/doc/neo4jwriter.md create mode 100644 neo4jwriter/pom.xml create mode 100644 neo4jwriter/src/main/assembly/package.xml create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Option.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java create mode 100644 neo4jwriter/src/main/resources/plugin.json create mode 100644 neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java create mode 100644 neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java create mode 100644 neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockRecord.java create mode 100644 neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java create mode 100644 neo4jwriter/src/test/resources/allTypeFieldNode.json create mode 100644 neo4jwriter/src/test/resources/dynamicLabel.json create mode 100644 neo4jwriter/src/test/resources/relationship.json diff --git a/neo4jwriter/doc/benchmark.png b/neo4jwriter/doc/benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..1fc9045cca62e8fabb2eafe3c2cb7b8ff69596df GIT binary patch literal 477009 zcmV)BK*PU@P)X+uL$Nkc;* zP;zf(X>4Tx07!|IR|i;A$rhell8``X0R*Ik-UN{vKuQQL^o}4ZAqfylh=HJDM;8@b zyI8=6u8JsF0kNQnokg)>Uo5C7>teyKyh#CF_m%IR@0)x7`_GyGoH=)H835Eya73b9 zR2_gkVWBuS*q=TwIfYJo3J`z+EkFle9BzS#866!Cpbee>ZtreDZ)jKTrCR^&|F5RO z;}>uNK%yZ|=M`}CAU+5HUd0uO3jrWXd9x{nA}NLqXo+Eh5HFPCOgXNS;&eIQEAxqu 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zB(%AWy?s-7m$%WS{u$O1aMouYh=|Y0y&8;(eMw%TbHy(XavkH)gh^vCb}merJ<(mg+wWgn&MJqfig5}D^*JNQXi=a6I)Cpm@7d4o*s zxm6`~B%T{U(e@Z+Jj~QycLSB=_TFj>0YZCx9=W2 zaqE9=pkP{EqYrV)=@%sT@lWl1WOMRUTh^Q0lCwo8CNqPt_K5|@m^zY6CZ%&u{s$); z>G=DTx6JeS*cuyIHb*D+u*-`ZJ5Dkri7<;X^lV;n)gIZA z%2GWz4o!#p$70HPl6fXUFETe<$n&$vR66IhHgVQ5 z#tZ3<*&BgiR4y{1aon-R967;Zu>{!fRv}q@k`c7{k#`G__`Fz`WV?WWv`xz)Mj%<-8K%JFCDu- zz_KO+oq%n>v<2|SAUEl`i0ubIdC-C$xJD_&vXj_F7WCfeL47W3KFAmQ=p@?$0LD!` z6W4b801R)!JLn&q z4<&hkhTgf(A1b?PwjPnWDj%um$DKrXeMmOa2rIooMWi&dcTO-q`pmDvR_V>bIpvPiEUw*?%Z2 zn*`fghR01;m@+WhUl%Q{8aG^wHFVcY4dQ{dQh}^tfByA(p2)", + "batch_data_variable_name": "batch", + "batch_size": "33", + "fields": [ + { + "fieldName": "startNodeId", + "fieldType": "STRING" + }, + { + "fieldName": "endNodeId", + "fieldType": "STRING" + } + ] + } + } +``` + +### 节点/关系类型动态写 + +> 需要使用AOPC函数拓展,如果你的数据库没有,请安装APOC函数拓展 + +```json + "writer": { + "name": "neo4jWriter", + "parameter": { + "uri": "bolt://localhost:7687", + "username": "yourUserName", + "password": "yourPassword", + "database": "yourDataBase", + "cypher": "unwind $batch as row CALL apoc.cypher.doIt( 'create (n:`' + row.Label + '`{id:$id})' ,{id: row.id} ) YIELD value RETURN 1 ", + "batch_data_variable_name": "batch", + "batch_size": "1", + "fields": [ + { + "fieldName": "Label", + "fieldType": "STRING" + }, + { + "fieldName": "id", + "fieldType": "STRING" + } + ] + } + } +``` + +## 注意事项 + +* fields的定义需要与源端一一对应。如果源端的数据列少于neo4j字段怎么办?建议将源端数据加工成json格式,在neo4j端将数据类型设置成map。在cypher中,可以根据jsonpath语法一直取值。比如 unwind $batch as row create (p) set p.name = row.props.name,set p.age = row.props.age +* 如果提示事务超时,建议调大事务运行时间或者调小batch_size +* 如果用于更新场景,会遇到死锁问题,建议二开源码加入死锁异常检测,并进行重试,开源版本不提供此功能。 + +## 性能报告 + +**JVM参数** + +16G G1垃圾收集器 8核心 + +**Neo4j数据库配置** + +32核心,256G + +**datax 配置** + +Channel 20 batchsize = 1000 + +![](./benchmark.png) \ No newline at end of file diff --git a/neo4jwriter/pom.xml b/neo4jwriter/pom.xml new file mode 100644 index 0000000000..343d4517a3 --- /dev/null +++ b/neo4jwriter/pom.xml @@ -0,0 +1,56 @@ + + + 4.0.0 + + com.alibaba.datax + datax-all + 0.0.1-SNAPSHOT + + + neo4jwriter + + + 8 + 8 + UTF-8 + 4.4.9 + 4.13.2 + 1.17.6 + + + + org.slf4j + slf4j-api + + + ch.qos.logback + logback-classic + + + org.neo4j.driver + neo4j-java-driver + ${neo4j-java-driver.version} + + + com.alibaba.datax + datax-common + ${datax-project-version} + + + + org.testcontainers + testcontainers + ${test.container.version} + + + + junit + junit + ${junit4.version} + test + + + + \ No newline at end of file diff --git a/neo4jwriter/src/main/assembly/package.xml b/neo4jwriter/src/main/assembly/package.xml new file mode 100644 index 0000000000..e1203c7f57 --- /dev/null +++ b/neo4jwriter/src/main/assembly/package.xml @@ -0,0 +1,34 @@ + + + + dir + + false + + + src/main/resources + + plugin.json + + plugin/writer/neo4jwriter + + + target/ + + neo4jwriter-0.0.1-SNAPSHOT.jar + + plugin/writer/neo4jwriter + + + + + + false + plugin/writer/neo4jwriter/libs + runtime + + + diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java new file mode 100644 index 0000000000..9dcd0eb12c --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -0,0 +1,274 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter; + + +import com.alibaba.datax.common.element.Column; +import com.alibaba.datax.common.element.Record; +import com.alibaba.datax.common.exception.DataXException; +import com.alibaba.datax.common.plugin.TaskPluginCollector; +import com.alibaba.datax.common.util.Configuration; +import com.alibaba.datax.common.util.RetryUtil; +import com.alibaba.datax.plugin.writer.neo4jwriter.adapter.ValueAdapter; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import com.alibaba.datax.plugin.writer.neo4jwriter.exception.Neo4jErrorCode; +import com.alibaba.fastjson2.JSON; +import com.alibaba.fastjson2.JSONObject; +import org.apache.commons.lang3.StringUtils; +import org.neo4j.driver.*; +import org.neo4j.driver.exceptions.Neo4jException; +import org.neo4j.driver.internal.value.MapValue; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.*; +import java.util.concurrent.TimeUnit; + +import static com.alibaba.datax.plugin.writer.neo4jwriter.config.ConfigConstants.*; +import static com.alibaba.datax.plugin.writer.neo4jwriter.exception.Neo4jErrorCode.DATABASE_ERROR; + +public class Neo4jClient { + private static final Logger LOGGER = LoggerFactory.getLogger(Neo4jClient.class); + private Driver driver; + + private WriteConfig writeConfig; + private RetryConfig retryConfig; + private TaskPluginCollector taskPluginCollector; + + private Session session; + + private List writerBuffer; + + + public Neo4jClient(Driver driver, + WriteConfig writeConfig, + RetryConfig retryConfig, + TaskPluginCollector taskPluginCollector) { + this.driver = driver; + this.writeConfig = writeConfig; + this.retryConfig = retryConfig; + this.taskPluginCollector = taskPluginCollector; + this.writerBuffer = new ArrayList<>(writeConfig.batchSize); + } + + public void init() { + String database = writeConfig.database; + //neo4j 3.x 没有数据库 + //neo4j 3.x no database + if (null != database && !"".equals(database)) { + this.session = driver.session(SessionConfig.forDatabase(database)); + } else { + this.session = driver.session(); + } + } + + public static Neo4jClient build(Configuration config, TaskPluginCollector taskPluginCollector) { + + Driver driver = buildNeo4jDriver(config); + String cypher = checkCypher(config); + String database = config.getString(DATABASE.getKey()); + String batchVariableName = config.getString(BATCH_DATA_VARIABLE_NAME.getKey(), + BATCH_DATA_VARIABLE_NAME.getDefaultValue()); + List neo4jFields = JSON.parseArray(config.getString(NEO4J_FIELDS.getKey()), Neo4jField.class); + int batchSize = config.getInt(BATCH_SIZE.getKey(), BATCH_SIZE.getDefaultValue()); + int retryTimes = config.getInt(RETRY_TIMES.getKey(), RETRY_TIMES.getDefaultValue()); + + return new Neo4jClient(driver, + new WriteConfig(cypher, database, batchVariableName, neo4jFields, batchSize), + new RetryConfig(retryTimes, config.getLong(RETRY_SLEEP_MILLS.getKey(), RETRY_SLEEP_MILLS.getDefaultValue())), + taskPluginCollector + ); + } + + private static String checkCypher(Configuration config) { + String cypher = config.getString(CYPHER.getKey()); + if (StringUtils.isBlank(cypher)) { + throw DataXException.asDataXException(Neo4jErrorCode.CONFIG_INVALID, "cypher must not null or empty"); + } + return cypher; + } + + private static Driver buildNeo4jDriver(Configuration config) { + + Config.ConfigBuilder configBuilder = Config.builder().withMaxConnectionPoolSize(1); + String uri = checkUriConfig(config); + + //connection timeout + //连接超时时间 + Long maxConnTime = config.getLong(MAX_CONNECTION_TIMEOUT_SECONDS.getKey()); + if (maxConnTime != null && maxConnTime > 0) { + configBuilder + .withConnectionAcquisitionTimeout( + maxConnTime * 2, TimeUnit.SECONDS) + .withConnectionTimeout(maxConnTime, TimeUnit.SECONDS); + } + + //transaction timeout + //事务运行超时时间 + Long txRetryTime = config.getLong(MAX_TRANSACTION_RETRY_TIME.getKey()); + if (txRetryTime != null && txRetryTime > 0) { + configBuilder.withMaxTransactionRetryTime( + txRetryTime, TimeUnit.SECONDS); + } + + String username = config.getString(USERNAME.getKey()); + String password = config.getString(PASSWORD.getKey()); + String bearerToken = config.getString(BEARER_TOKEN.getKey()); + String kerberosTicket = config.getString(KERBEROS_TICKET.getKey()); + + if (StringUtils.isNotBlank(username) && StringUtils.isNotBlank(password)) { + + return GraphDatabase.driver(uri, AuthTokens.basic(username, password), configBuilder.build()); + + } else if (StringUtils.isNotBlank(bearerToken)) { + + return GraphDatabase.driver(uri, AuthTokens.bearer(bearerToken), configBuilder.build()); + + } else if (StringUtils.isNotBlank(kerberosTicket)) { + + return GraphDatabase.driver(uri, AuthTokens.kerberos(kerberosTicket), configBuilder.build()); + + } + + throw DataXException.asDataXException(Neo4jErrorCode.CONFIG_INVALID, "Invalid Auth config."); + } + + private static String checkUriConfig(Configuration config) { + String uri = config.getString(URI.getKey()); + if (null == uri || uri.length() == 0) { + throw DataXException.asDataXException(Neo4jErrorCode.CONFIG_INVALID, "Invalid uri configuration"); + } + return uri; + } + + public void destroy() { + tryFlushBuffer(); + if (driver != null) { + driver.close(); + } + if (session != null) { + session.close(); + } + } + + private void tryFlushBuffer() { + if (!writerBuffer.isEmpty()) { + doWrite(writerBuffer); + writerBuffer.clear(); + } + } + + private void tryBatchWrite() { + if (!writerBuffer.isEmpty() && writerBuffer.size() >= writeConfig.batchSize) { + doWrite(writerBuffer); + writerBuffer.clear(); + } + } + + private void doWrite(List values) { + Value batchValues = Values.parameters(this.writeConfig.batchVariableName, values); + Query query = new Query(this.writeConfig.cypher, batchValues); + LOGGER.debug("query:{}", query.text()); + LOGGER.debug("batch:{}", toUnwindStr(values)); + try { + RetryUtil.executeWithRetry(() -> { + session.writeTransaction(tx -> tx.run(query)); + return null; + }, this.retryConfig.retryTimes, retryConfig.retrySleepMills, true, + Collections.singletonList(Neo4jException.class)); + } catch (Exception e) { + LOGGER.error("在写入数据库时发生了异常,原因是:{}", e.getMessage()); + LOGGER.error("an exception occurred while writing to the database,message:{}", e.getMessage()); + throw DataXException.asDataXException(DATABASE_ERROR, e.getMessage()); + } + + + } + + private String toUnwindStr(List values) { + StringJoiner joiner = new StringJoiner(","); + for (MapValue value : values) { + joiner.add(value.toString()); + } + return "[" + joiner + "]"; + } + + public void tryWrite(Record record) { + MapValue neo4jValue = checkAndConvert(record); + writerBuffer.add(neo4jValue); + tryBatchWrite(); + } + + private MapValue checkAndConvert(Record record) { + int sourceColNum = record.getColumnNumber(); + List neo4jFields = writeConfig.neo4jFields; + if (sourceColNum < neo4jFields.size()) { + LOGGER.warn("接收到的数据列少于neo4jWriter企图消费的数据列,请注意风险,这可能导致数据不匹配"); + LOGGER.warn("Receive fewer data columns than neo4jWriter attempts to consume, " + + "be aware of the risk that this may result in data mismatch"); + LOGGER.warn("接受到的数据是:" + record); + LOGGER.warn("received data is:" + record); + } + + int len = Math.min(sourceColNum, neo4jFields.size()); + Map data = new HashMap<>(len * 4 / 3); + for (int i = 0; i < len; i++) { + Column column = record.getColumn(i); + Neo4jField neo4jField = neo4jFields.get(i); + try { + + Value value = ValueAdapter.column2Value(column, neo4jField); + data.put(neo4jField.getFieldName(), value); + } catch (Exception e) { + LOGGER.info("检测到一条脏数据:{},原因:{}", column, e.getMessage()); + LOGGER.info("dirty record:{},message :{}", column, e.getMessage()); + this.taskPluginCollector.collectDirtyRecord(record, e.getMessage()); + } + } + return new MapValue(data); + } + + //todo 精细化处理数据库异常 + private void processNeo4jException(Neo4jException e) { + //Neo.ClientError.Statement.SyntaxError cypher语句错误 + } + + public List getNeo4jFields() { + return this.writeConfig.neo4jFields; + } + + + static class RetryConfig { + int retryTimes; + long retrySleepMills; + + RetryConfig(int retryTimes, long retrySleepMills) { + this.retryTimes = retryTimes; + this.retrySleepMills = retrySleepMills; + } + } + + static class WriteConfig { + String cypher; + + String database; + + String batchVariableName; + + List neo4jFields; + + int batchSize; + + public WriteConfig(String cypher, + String database, + String batchVariableName, + List neo4jFields, + int batchSize) { + this.cypher = cypher; + this.database = database; + this.batchVariableName = batchVariableName; + this.neo4jFields = neo4jFields; + this.batchSize = batchSize; + } + + + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java new file mode 100644 index 0000000000..a851a363cd --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java @@ -0,0 +1,63 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter; + +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.common.element.Record; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; + +public class Neo4jWriter extends Writer { + public static class Job extends Writer.Job { + private static final Logger LOGGER = LoggerFactory.getLogger(Job.class); + + private Configuration jobConf = null; + @Override + public void init() { + + } + + @Override + public void destroy() { + + } + + @Override + public List split(int mandatoryNumber) { + List configurations = new ArrayList(mandatoryNumber); + for (int i = 0; i < mandatoryNumber; i++) { + configurations.add(this.jobConf.clone()); + } + return configurations; + } + } + + public static class Task extends Writer.Task { + private static final Logger TASK_LOGGER = LoggerFactory.getLogger(Task.class); + private Neo4jClient neo4jClient; + @Override + public void init() { + Configuration taskConf = super.getPluginJobConf(); + this.neo4jClient = Neo4jClient.build(taskConf,getTaskPluginCollector()); + this.neo4jClient.init(); + TASK_LOGGER.info("neo4j writer task init success."); + } + + @Override + public void destroy() { + this.neo4jClient.destroy(); + TASK_LOGGER.info("neo4j writer task destroyed."); + } + + @Override + public void startWrite(RecordReceiver receiver) { + Record record; + while ((record = receiver.getFromReader()) != null){ + this.neo4jClient.tryWrite(record); + } + } + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java new file mode 100644 index 0000000000..c69c92fd31 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java @@ -0,0 +1,70 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.adapter; + + +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import org.testcontainers.shaded.com.google.common.base.Supplier; + +import java.time.LocalDate; +import java.time.LocalDateTime; +import java.time.LocalTime; +import java.time.format.DateTimeFormatter; + +/** + * @author fuyouj + */ +public class DateAdapter { + private static final ThreadLocal LOCAL_DATE_FORMATTER_MAP = new ThreadLocal<>(); + private static final ThreadLocal LOCAL_TIME_FORMATTER_MAP = new ThreadLocal<>(); + private static final ThreadLocal LOCAL_DATE_TIME_FORMATTER_MAP = new ThreadLocal<>(); + private static final String DEFAULT_LOCAL_DATE_FORMATTER = "yyyy-MM-dd"; + private static final String DEFAULT_LOCAL_TIME_FORMATTER = "HH:mm:ss"; + private static final String DEFAULT_LOCAL_DATE_TIME_FORMATTER = "yyyy-MM-dd HH:mm:ss"; + + + public static LocalDate localDate(String text, Neo4jField neo4jField) { + if (LOCAL_DATE_FORMATTER_MAP.get() != null) { + return LocalDate.parse(text, LOCAL_DATE_FORMATTER_MAP.get()); + } + + String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_DATE_FORMATTER); + DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); + LOCAL_DATE_FORMATTER_MAP.set(dateTimeFormatter); + return LocalDate.parse(text, dateTimeFormatter); + } + + public static String getOrDefault(Supplier dateFormat, String defaultFormat) { + String format = dateFormat.get(); + if (null == format || "".equals(format)) { + return defaultFormat; + } else { + return format; + } + } + + public static void destroy() { + LOCAL_DATE_FORMATTER_MAP.remove(); + LOCAL_TIME_FORMATTER_MAP.remove(); + LOCAL_DATE_TIME_FORMATTER_MAP.remove(); + } + + public static LocalTime localTime(String text, Neo4jField neo4jField) { + if (LOCAL_TIME_FORMATTER_MAP.get() != null) { + return LocalTime.parse(text, LOCAL_TIME_FORMATTER_MAP.get()); + } + + String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_TIME_FORMATTER); + DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); + LOCAL_TIME_FORMATTER_MAP.set(dateTimeFormatter); + return LocalTime.parse(text, dateTimeFormatter); + } + + public static LocalDateTime localDateTime(String text, Neo4jField neo4jField) { + if (LOCAL_DATE_TIME_FORMATTER_MAP.get() != null){ + return LocalDateTime.parse(text,LOCAL_DATE_TIME_FORMATTER_MAP.get()); + } + String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_DATE_TIME_FORMATTER); + DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); + LOCAL_DATE_TIME_FORMATTER_MAP.set(dateTimeFormatter); + return LocalDateTime.parse(text, dateTimeFormatter); + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java new file mode 100644 index 0000000000..86c859f6e1 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java @@ -0,0 +1,114 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.adapter; + + +import com.alibaba.datax.common.element.Column; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; +import com.alibaba.fastjson2.JSON; +import org.neo4j.driver.Value; +import org.neo4j.driver.Values; +import org.neo4j.driver.internal.value.NullValue; + +import java.util.*; +import java.util.function.Function; + +/** + * @author fuyouj + */ +public class ValueAdapter { + + + public static Value column2Value(final Column column, final Neo4jField neo4jField) { + FieldType type = neo4jField.getFieldType(); + switch (type) { + case NULL: + return NullValue.NULL; + case MAP: + return Values.value(JSON.parseObject(column.asString(),Map.class)); + case BOOLEAN: + return Values.value(column.asBoolean()); + case STRING: + return Values.value(column.asString()); + case INTEGER: + case LONG: + return Values.value(column.asLong()); + case SHORT: + return Values.value(Short.valueOf(column.asString())); + case FLOAT: + case DOUBLE: + return Values.value(column.asDouble()); + case BYTE_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Byte::valueOf)); + case CHAR_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), (s) -> s.charAt(0))); + case BOOLEAN_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Boolean::valueOf)); + case STRING_ARRAY: + case Object_ARRAY: + case LIST: + return Values.value(parseArrayType(neo4jField, column.asString(), Function.identity())); + case LONG_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Long::valueOf)); + case INT_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Integer::valueOf)); + case SHORT_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Short::valueOf)); + case DOUBLE_ARRAY: + case FLOAT_ARRAY: + return Values.value(parseArrayType(neo4jField, column.asString(), Double::valueOf)); + case LOCAL_DATE: + return Values.value(DateAdapter.localDate(column.asString(), neo4jField)); + case LOCAL_TIME: + return Values.value(DateAdapter.localTime(column.asString(),neo4jField)); + case LOCAL_DATE_TIME: + return Values.value(DateAdapter.localDateTime(column.asString(),neo4jField)); + default: + return Values.value(column.getRawData()); + + } + } + + + private static List parseArrayType(final Neo4jField neo4jField, + final String strValue, + final Function convertFunc) { + if (null == strValue || "".equals(strValue)) { + return Collections.emptyList(); + } + String trimStr = trimString(strValue, neo4jField.getArrayTrimOrDefault()); + if ("".equals(trimStr)) { + return Collections.emptyList(); + } + String[] strArr = trimStr.split(neo4jField.getSplitOrDefault()); + List ans = new ArrayList<>(); + for (String s : strArr) { + ans.add(convertFunc.apply(s)); + } + return ans; + } + + public static String trimString(String strValue, List trimChars) { + + Set characters = new HashSet<>(trimChars); + char[] chars = strValue.toCharArray(); + int i = 0; + int j = chars.length - 1; + + while (i <= chars.length - 1 && characters.contains(chars[i])) { + i++; + } + while (j >= i && characters.contains(chars[j])) { + j--; + } + + if (i > j) { + return ""; + } + + if (i == j) { + return String.valueOf(chars[i]); + } + + return new String(Arrays.copyOfRange(chars, i, j + 1)); + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java new file mode 100644 index 0000000000..87a7236df2 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java @@ -0,0 +1,116 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.config; + + +import java.util.List; + +/** + * @author fuyouj + */ +public final class ConfigConstants { + + public static final Long DEFAULT_MAX_TRANSACTION_RETRY_SECONDS = 30L; + + public static final Long DEFAULT_MAX_CONNECTION_SECONDS = 30L; + + + + public static final Option RETRY_TIMES = + Option.builder() + .key("retry_times") + .defaultValue(3) + .desc("The number of overwrites when an error occurs") + .build(); + + public static final Option RETRY_SLEEP_MILLS = + Option.builder() + .key("retry_sleep_mills") + .defaultValue(3000L) + .build(); + + /** + * cluster mode please reference + * how to connect cluster mode + */ + public static final Option URI = + Option.builder() + .key("uri") + .noDefaultValue() + .desc("uir of neo4j database") + .build(); + + public static final Option USERNAME = + Option.builder() + .key("username") + .noDefaultValue() + .desc("username for accessing the neo4j database") + .build(); + + public static final Option PASSWORD = + Option.builder() + .key("password") + .noDefaultValue() + .desc("password for accessing the neo4j database") + .build(); + + public static final Option BEARER_TOKEN = + Option.builder() + .key("bearer_token") + .noDefaultValue() + .desc("base64 encoded bearer token of the Neo4j. for Auth.") + .build(); + + public static final Option KERBEROS_TICKET = + Option.builder() + .key("kerberos_ticket") + .noDefaultValue() + .desc("base64 encoded kerberos ticket of the Neo4j. for Auth.") + .build(); + + public static final Option DATABASE = + Option.builder() + .key("database") + .noDefaultValue() + .desc("database name.") + .build(); + + public static final Option CYPHER = + Option.builder() + .key("cypher") + .noDefaultValue() + .desc("cypher query.") + .build(); + + public static final Option MAX_TRANSACTION_RETRY_TIME = + Option.builder() + .key("max_transaction_retry_time_seconds") + .defaultValue(DEFAULT_MAX_TRANSACTION_RETRY_SECONDS) + .desc("maximum transaction retry time(seconds). transaction fail if exceeded.") + .build(); + public static final Option MAX_CONNECTION_TIMEOUT_SECONDS = + Option.builder() + .key("max_connection_timeout_seconds") + .defaultValue(DEFAULT_MAX_CONNECTION_SECONDS) + .desc("The maximum amount of time to wait for a TCP connection to be established (seconds).") + .build(); + + public static final Option BATCH_DATA_VARIABLE_NAME = + Option.builder() + .key("batch_data_variable_name") + .defaultValue("batch") + .desc("In a cypher statement, a variable name that represents a batch of data") + .build(); + + public static final Option> NEO4J_FIELDS = + Option.>builder() + .key("fields") + .noDefaultValue() + .desc("neo4j fields.") + .build(); + + public static final Option BATCH_SIZE = + Option.builder(). + key("batch_size") + .defaultValue(1000) + .desc("max batch size") + .build(); +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java new file mode 100644 index 0000000000..904a2f1327 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java @@ -0,0 +1,108 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.config; + +import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; + +import java.util.Arrays; +import java.util.List; + +/** + * 由于dataX并不能传输数据的元数据,所以只能在writer端定义每列数据的名字 + * datax does not support data metadata, + * only the name of each column of data can be defined on neo4j writer + * @author fuyouj + */ +public class Neo4jField { + public static final String DEFAULT_SPLIT = ","; + public static final List DEFAULT_ARRAY_TRIM = Arrays.asList('[',']'); + + /** + * name of neo4j field + */ + private String fieldName; + + /** + * neo4j type + * reference by org.neo4j.driver.Values + */ + private FieldType fieldType; + + /** + * for date + */ + private String dateFormat; + + /** + * for array type + */ + private String split; + /** + * such as [1,2,3,4,5] + * split is , + * arrayTrimChar is [ ] + */ + private List arrayTrimChars; + + public Neo4jField(){} + + public Neo4jField(String fieldName, FieldType fieldType, String format, String split, List arrayTrimChars) { + this.fieldName = fieldName; + this.fieldType = fieldType; + this.dateFormat = format; + this.split = split; + this.arrayTrimChars = arrayTrimChars; + } + + public String getFieldName() { + return fieldName; + } + + public void setFieldName(String fieldName) { + this.fieldName = fieldName; + } + + public FieldType getFieldType() { + return fieldType; + } + + public void setFieldType(FieldType fieldType) { + this.fieldType = fieldType; + } + + public String getDateFormat() { + return dateFormat; + } + + public void setDateFormat(String dateFormat) { + this.dateFormat = dateFormat; + } + + public String getSplit() { + return getSplitOrDefault(); + } + + public String getSplitOrDefault(){ + if (split == null || "".equals(split)){ + return DEFAULT_SPLIT; + } + return split; + } + + public void setSplit(String split) { + this.split = split; + } + + public List getArrayTrimChars() { + return getArrayTrimOrDefault(); + } + + public List getArrayTrimOrDefault(){ + if (arrayTrimChars == null || arrayTrimChars.isEmpty()){ + return DEFAULT_ARRAY_TRIM; + } + return arrayTrimChars; + } + + public void setArrayTrimChars(List arrayTrimChars) { + this.arrayTrimChars = arrayTrimChars; + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Option.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Option.java new file mode 100644 index 0000000000..f22bd2054e --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Option.java @@ -0,0 +1,65 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.config; + + +public class Option { + + public static class Builder { + private String key; + private String desc; + + private T defaultValue; + + public Builder key(String key) { + this.key = key; + return this; + } + + public Builder desc(String desc) { + this.desc = desc; + return this; + } + + public Builder defaultValue(T defaultValue) { + this.defaultValue = defaultValue; + return this; + } + + public Builder noDefaultValue() { + return this; + } + + public Option build() { + return new Option<>(this.key, this.desc, this.defaultValue); + } + } + + private final String key; + private final String desc; + + private final T defaultValue; + + public Option(String key, String desc, T defaultValue) { + this.key = key; + this.desc = desc; + this.defaultValue = defaultValue; + } + + public static Builder builder(){ + return new Builder<>(); + } + + public String getKey() { + return key; + } + + public String getDesc() { + return desc; + } + + public T getDefaultValue() { + if (defaultValue == null){ + throw new IllegalStateException(key + ":defaultValue is null"); + } + return defaultValue; + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java new file mode 100644 index 0000000000..3a4bdbdcf3 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java @@ -0,0 +1,32 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.element; + +/** + * @see org.neo4j.driver.Values + * @author fuyouj + */ +public enum FieldType { + NULL, + BOOLEAN, + STRING, + LONG, + SHORT, + INTEGER, + DOUBLE, + FLOAT, + LOCAL_DATE, + LOCAL_TIME, + LOCAL_DATE_TIME, + LIST, + MAP, + CHAR_ARRAY, + BYTE_ARRAY, + BOOLEAN_ARRAY, + STRING_ARRAY, + LONG_ARRAY, + INT_ARRAY, + SHORT_ARRAY, + DOUBLE_ARRAY, + FLOAT_ARRAY, + Object_ARRAY + +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java new file mode 100644 index 0000000000..7240f19e33 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java @@ -0,0 +1,29 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.element; + +import org.neo4j.driver.Record; +import org.neo4j.driver.Value; +import org.neo4j.driver.internal.AsValue; +import org.neo4j.driver.internal.value.MapValue; + +import java.util.List; +import java.util.Map; + +/** + * 一般来说,我们会将一批对象转换成hashmap再传输给neo4j的驱动用作参数解析,驱动会将hashmap转换成org.neo4j.driver.Value + * 过程是:List[domain] -> List[map]->List[Value] + * 直接将Record实现AsValue接口,有1个好处: + * 减少了一次对象转换次数,List[domain] -> List[Value] + */ +public class Neo4jRecord implements AsValue { + + private MapValue mapValue; + + public Neo4jRecord(Record record, List columnNames) { + + } + + @Override + public Value asValue() { + return null; + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java new file mode 100644 index 0000000000..6e5315281c --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java @@ -0,0 +1,37 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.exception; + +import com.alibaba.datax.common.spi.ErrorCode; + + +public enum Neo4jErrorCode implements ErrorCode { + + /** + * Invalid configuration + * 配置校验异常 + */ + CONFIG_INVALID("NEO4J_ERROR_01","Invalid configuration"), + /** + * database error + * 在执行写入到数据库时抛出的异常,可能是权限异常,也可能是连接超时,或者是配置到了从节点。 + * 如果是更新操作,还会有死锁异常。具体原因根据报错信息确定,但是这与dataX无关。 + */ + DATABASE_ERROR("NEO4J_ERROR_02","database error"); + + private final String code; + private final String description; + + @Override + public String getCode() { + return code; + } + + @Override + public String getDescription() { + return description; + } + + Neo4jErrorCode(String code, String description) { + this.code = code; + this.description = description; + } +} diff --git a/neo4jwriter/src/main/resources/plugin.json b/neo4jwriter/src/main/resources/plugin.json new file mode 100644 index 0000000000..3c8878f638 --- /dev/null +++ b/neo4jwriter/src/main/resources/plugin.json @@ -0,0 +1,6 @@ +{ + "name": "neo4jWriter", + "class": "com.alibaba.datax.plugin.writer.neo4jwriter.Neo4jWriter", + "description": "dataX neo4j 写插件", + "developer": "付有杰" +} \ No newline at end of file diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java new file mode 100644 index 0000000000..6faa6e77ab --- /dev/null +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java @@ -0,0 +1,81 @@ +package com.alibaba.datax.plugin.writer; + +import com.alibaba.datax.common.element.Record; +import com.alibaba.datax.common.element.StringColumn; +import com.alibaba.datax.common.util.Configuration; +import com.alibaba.datax.plugin.writer.mock.MockRecord; +import com.alibaba.datax.plugin.writer.neo4jwriter.Neo4jClient; +import org.junit.Test; +import org.neo4j.driver.*; +import org.neo4j.driver.types.Node; + +import java.io.File; +import java.util.ArrayList; +import java.util.List; + +import static org.junit.Assert.assertEquals; +import static org.junit.Assert.assertTrue; + +/** + * 由于docker 镜像没有apoc函数,所以此测试只能本地搭建环境复现 + */ +public class ApocTest { + /** + * neo4j中,Label和关系类型,想动态的写,需要借助于apoc函数 + */ + @Test + public void test_use_apoc_create_dynamic_label() { + try (Driver neo4jDriver = GraphDatabase.driver( + "bolt://localhost:7687", + AuthTokens.basic("yourUserName", "yourPassword")); + Session neo4jSession = neo4jDriver.session(SessionConfig.forDatabase("yourDataBase"))) { + List dynamicLabel = new ArrayList<>(); + for (int i = 0; i < 100; i++) { + dynamicLabel.add("Label" + i); + } + //删除原有数据 + //remove test data if exist + //这种占位符的方式不支持批量动态写,当然可以使用union拼接,但是性能不好 + String query = "match (p:%s) return p"; + String delete = "match (p:%s) delete p"; + for (String label : dynamicLabel) { + Result result = neo4jSession.run(String.format(query, label)); + if (result.hasNext()) { + neo4jSession.run(String.format(delete, label)); + } + } + + Configuration configuration = Configuration.from(new File("src/test/resources/dynamicLabel.json")); + Neo4jClient neo4jClient = Neo4jClient.build(configuration, null); + + neo4jClient.init(); + for (int i = 0; i < dynamicLabel.size(); i++) { + Record record = new MockRecord(); + record.addColumn(new StringColumn(dynamicLabel.get(i))); + record.addColumn(new StringColumn(String.valueOf(i))); + neo4jClient.tryWrite(record); + } + neo4jClient.destroy(); + + //校验脚本的批量写入是否正确 + int cnt = 0; + for (int i = 0; i < dynamicLabel.size(); i++) { + String label = dynamicLabel.get(i); + Result result = neo4jSession.run(String.format(query, label)); + while (result.hasNext()) { + org.neo4j.driver.Record record = result.next(); + Node node = record.get("p").asNode(); + assertTrue(node.hasLabel(label)); + assertEquals(node.asMap().get("id"), i + ""); + cnt++; + } + } + assertEquals(cnt, 100); + } + + + + + + } +} diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java new file mode 100644 index 0000000000..6df7053a39 --- /dev/null +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java @@ -0,0 +1,252 @@ +package com.alibaba.datax.plugin.writer; + + +import com.alibaba.datax.common.element.Record; +import com.alibaba.datax.common.element.StringColumn; +import com.alibaba.datax.common.util.Configuration; +import com.alibaba.datax.plugin.writer.mock.MockRecord; +import com.alibaba.datax.plugin.writer.mock.MockUtil; +import com.alibaba.datax.plugin.writer.neo4jwriter.Neo4jClient; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import org.junit.After; +import org.junit.Before; +import org.junit.Test; +import org.neo4j.driver.*; +import org.neo4j.driver.types.Node; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.testcontainers.containers.GenericContainer; +import org.testcontainers.containers.Network; +import org.testcontainers.containers.output.Slf4jLogConsumer; +import org.testcontainers.lifecycle.Startables; +import org.testcontainers.shaded.org.awaitility.Awaitility; +import org.testcontainers.utility.DockerImageName; +import org.testcontainers.utility.DockerLoggerFactory; + +import java.io.File; +import java.net.URI; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; +import java.util.concurrent.TimeUnit; +import java.util.stream.Stream; + +import static org.junit.Assert.assertEquals; +import static org.junit.Assert.assertTrue; + + +public class Neo4jWriterTest { + + private static final Logger LOGGER = LoggerFactory.getLogger(Neo4jWriterTest.class); + private static final int MOCK_NUM = 100; + private static final String CONTAINER_IMAGE = "neo4j:5.6.0"; + + private static final String CONTAINER_HOST = "neo4j-host"; + private static final int HTTP_PORT = 7474; + private static final int BOLT_PORT = 7687; + private static final String CONTAINER_NEO4J_USERNAME = "neo4j"; + private static final String CONTAINER_NEO4J_PASSWORD = "Test@12343"; + private static final URI CONTAINER_URI = URI.create("neo4j://localhost:" + BOLT_PORT); + + protected static final Network NETWORK = Network.newNetwork(); + + private GenericContainer container; + private Driver neo4jDriver; + private Session neo4jSession; + + @Before + public void init() { + DockerImageName imageName = DockerImageName.parse(CONTAINER_IMAGE); + container = + new GenericContainer<>(imageName) + .withNetwork(NETWORK) + .withNetworkAliases(CONTAINER_HOST) + .withExposedPorts(HTTP_PORT, BOLT_PORT) + .withEnv( + "NEO4J_AUTH", + CONTAINER_NEO4J_USERNAME + "/" + CONTAINER_NEO4J_PASSWORD) + .withLogConsumer( + new Slf4jLogConsumer( + DockerLoggerFactory.getLogger(CONTAINER_IMAGE))); + container.setPortBindings( + Arrays.asList( + String.format("%s:%s", HTTP_PORT, HTTP_PORT), + String.format("%s:%s", BOLT_PORT, BOLT_PORT))); + Startables.deepStart(Stream.of(container)).join(); + LOGGER.info("container started"); + Awaitility.given() + .ignoreExceptions() + .await() + .atMost(30, TimeUnit.SECONDS) + .untilAsserted(this::initConnection); + } + + @Test + public void test_create_node_all_type_field() { + final Result checkExists = neo4jSession.run("MATCH (p:Person) RETURN p limit 1"); + if (checkExists.hasNext()) { + neo4jSession.run("MATCH (p:Person) delete p"); + } + + Configuration configuration = Configuration.from(new File("src/test/resources/allTypeFieldNode.json")); + Neo4jClient neo4jClient = Neo4jClient.build(configuration, null); + + neo4jClient.init(); + for (int i = 0; i < MOCK_NUM; i++) { + neo4jClient.tryWrite(mockAllTypeFieldTestNode(neo4jClient.getNeo4jFields())); + } + neo4jClient.destroy(); + + + Result result = neo4jSession.run("MATCH (p:Person) return p"); + // nodes + assertTrue(result.hasNext()); + int cnt = 0; + while (result.hasNext()) { + org.neo4j.driver.Record record = result.next(); + record.get("p").get("pbool").asBoolean(); + record.get("p").get("pstring").asString(); + record.get("p").get("plong").asLong(); + record.get("p").get("pshort").asInt(); + record.get("p").get("pdouble").asDouble(); + List list = (List) record.get("p").get("pstringarr").asObject(); + record.get("p").get("plocaldate").asLocalDate(); + cnt++; + + } + assertEquals(cnt, MOCK_NUM); + } + + + /** + * 创建关系 必须先有节点 + * 所以先创建节点再模拟关系 + */ + @Test + public void test_create_relation() { + final Result checkExists = neo4jSession.run("MATCH (p1:Person)-[r:LINK]->(p1:Person) return r limit 1"); + if (checkExists.hasNext()) { + neo4jSession.run("MATCH (p1:Person)-[r:LINK]->(p1:Person) delete r,p1,p2"); + } + + String createNodeCql = "create (p:Person) set p.id = '%s'"; + Configuration configuration = Configuration.from(new File("src/test/resources/relationship.json")); + + Neo4jClient neo4jClient = Neo4jClient.build(configuration, null); + neo4jClient.init(); + //创建节点为后续写关系做准备 + //Create nodes to prepare for subsequent write relationships + for (int i = 0; i < MOCK_NUM; i++) { + neo4jSession.run(String.format(createNodeCql, i + "start")); + neo4jSession.run(String.format(createNodeCql, i + "end")); + Record record = new MockRecord(); + record.addColumn(new StringColumn(i + "start")); + record.addColumn(new StringColumn(i + "end")); + neo4jClient.tryWrite(record); + + } + neo4jClient.destroy(); + + Result result = neo4jSession.run("MATCH (start:Person)-[r:LINK]->(end:Person) return r,start,end"); + // relationships + assertTrue(result.hasNext()); + int cnt = 0; + while (result.hasNext()) { + org.neo4j.driver.Record record = result.next(); + + Node startNode = record.get("start").asNode(); + assertTrue(startNode.hasLabel("Person")); + assertTrue(startNode.asMap().containsKey("id")); + + Node endNode = record.get("end").asNode(); + assertTrue(startNode.hasLabel("Person")); + assertTrue(endNode.asMap().containsKey("id")); + + + String name = record.get("r").type().name(); + assertEquals("RELATIONSHIP", name); + cnt++; + } + assertEquals(cnt, MOCK_NUM); + } + + /** + * neo4j中,Label和关系类型,想动态的写,需要借助于apoc函数 + */ + @Test + public void test_use_apoc_create_dynamic_label() { + List dynamicLabel = new ArrayList<>(); + for (int i = 0; i < MOCK_NUM; i++) { + dynamicLabel.add("Label" + i); + } + //删除原有数据 + //remove test data if exist + //这种占位符的方式不支持批量动态写,当然可以使用union拼接,但是性能不好 + String query = "match (p:%s) return p"; + String delete = "match (p:%s) delete p"; + for (String label : dynamicLabel) { + Result result = neo4jSession.run(String.format(query, label)); + if (result.hasNext()) { + neo4jSession.run(String.format(delete, label)); + } + } + + Configuration configuration = Configuration.from(new File("src/test/resources/dynamicLabel.json")); + Neo4jClient neo4jClient = Neo4jClient.build(configuration, null); + + neo4jClient.init(); + for (int i = 0; i < dynamicLabel.size(); i++) { + Record record = new MockRecord(); + record.addColumn(new StringColumn(dynamicLabel.get(i))); + record.addColumn(new StringColumn(String.valueOf(i))); + neo4jClient.tryWrite(record); + } + neo4jClient.destroy(); + + //校验脚本的批量写入是否正确 + int cnt = 0; + for (int i = 0; i < dynamicLabel.size(); i++) { + String label = dynamicLabel.get(i); + Result result = neo4jSession.run(String.format(query, label)); + while (result.hasNext()) { + org.neo4j.driver.Record record = result.next(); + Node node = record.get("p").asNode(); + assertTrue(node.hasLabel(label)); + assertEquals(node.asMap().get("id"), i + ""); + cnt++; + } + } + assertEquals(cnt, MOCK_NUM); + + } + + + private Record mockAllTypeFieldTestNode(List neo4jFields) { + Record mock = new MockRecord(); + for (Neo4jField field : neo4jFields) { + mock.addColumn(MockUtil.mockColumnByType(field.getFieldType())); + } + return mock; + } + + @After + public void destroy() { + if (neo4jSession != null) { + neo4jSession.close(); + } + if (neo4jDriver != null) { + neo4jDriver.close(); + } + if (container != null) { + container.close(); + } + } + + private void initConnection() { + neo4jDriver = + GraphDatabase.driver( + CONTAINER_URI, + AuthTokens.basic(CONTAINER_NEO4J_USERNAME, CONTAINER_NEO4J_PASSWORD)); + neo4jSession = neo4jDriver.session(SessionConfig.forDatabase("neo4j")); + } +} diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockRecord.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockRecord.java new file mode 100644 index 0000000000..77d3f5005c --- /dev/null +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockRecord.java @@ -0,0 +1,104 @@ +package com.alibaba.datax.plugin.writer.mock; + + +import com.alibaba.datax.common.element.Column; +import com.alibaba.datax.common.element.Record; +import com.alibaba.fastjson2.JSON; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +public class MockRecord implements Record { + private static final int RECORD_AVERGAE_COLUMN_NUMBER = 16; + + private List columns; + + private int byteSize; + + + private Map meta; + + public MockRecord() { + this.columns = new ArrayList<>(RECORD_AVERGAE_COLUMN_NUMBER); + } + + @Override + public void addColumn(Column column) { + columns.add(column); + incrByteSize(column); + } + + @Override + public Column getColumn(int i) { + if (i < 0 || i >= columns.size()) { + return null; + } + return columns.get(i); + } + + @Override + public void setColumn(int i, final Column column) { + if (i < 0) { + throw new IllegalArgumentException("不能给index小于0的column设置值"); + } + + if (i >= columns.size()) { + expandCapacity(i + 1); + } + + decrByteSize(getColumn(i)); + this.columns.set(i, column); + incrByteSize(getColumn(i)); + } + + @Override + public String toString() { + Map json = new HashMap(); + json.put("size", this.getColumnNumber()); + json.put("data", this.columns); + return JSON.toJSONString(json); + } + + @Override + public int getColumnNumber() { + return this.columns.size(); + } + + @Override + public int getByteSize() { + return byteSize; + } + + public int getMemorySize() { + throw new UnsupportedOperationException(); + } + + @Override + public void setMeta(Map meta) { + + } + + @Override + public Map getMeta() { + return null; + } + + private void decrByteSize(final Column column) { + } + + private void incrByteSize(final Column column) { + } + + private void expandCapacity(int totalSize) { + if (totalSize <= 0) { + return; + } + + int needToExpand = totalSize - columns.size(); + while (needToExpand-- > 0) { + this.columns.add(null); + } + } +} diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java new file mode 100644 index 0000000000..5fd711353c --- /dev/null +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java @@ -0,0 +1,50 @@ +package com.alibaba.datax.plugin.writer.mock; + + +import com.alibaba.datax.common.element.*; +import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; +import com.alibaba.fastjson2.JSON; + +import java.time.LocalDate; +import java.time.format.DateTimeFormatter; +import java.util.HashMap; +import java.util.Map; +import java.util.Random; + +public class MockUtil { + + public static Column mockColumnByType(FieldType type) { + Random random = new Random(); + switch (type) { + case SHORT: + return new StringColumn("1"); + case BOOLEAN: + return new BoolColumn(random.nextInt() % 2 == 0); + case INTEGER: + case LONG: + return new LongColumn(random.nextInt(Integer.MAX_VALUE)); + case FLOAT: + case DOUBLE: + return new DoubleColumn(random.nextDouble()); + case NULL: + return null; + case BYTE_ARRAY: + return new BytesColumn(new byte[]{(byte) (random.nextInt() % 2)}); + case LOCAL_DATE: + return new StringColumn(LocalDate.now().format(DateTimeFormatter.ofPattern("yyyy-MM-dd"))); + case MAP: + return new StringColumn(JSON.toJSONString(propmap())); + case STRING_ARRAY: + return new StringColumn("[1,1,1,1,1,1,1]"); + default: + return new StringColumn("randomStr" + random.nextInt(Integer.MAX_VALUE)); + } + } + + public static Map propmap() { + Map prop = new HashMap<>(); + prop.put("name", "neo4jWriter"); + prop.put("age", "1"); + return prop; + } +} diff --git a/neo4jwriter/src/test/resources/allTypeFieldNode.json b/neo4jwriter/src/test/resources/allTypeFieldNode.json new file mode 100644 index 0000000000..bbaec63447 --- /dev/null +++ b/neo4jwriter/src/test/resources/allTypeFieldNode.json @@ -0,0 +1,42 @@ +{ + "uri": "neo4j://localhost:7687", + "username":"neo4j", + "password":"Test@12343", + "database":"neo4j", + "cypher": "unwind $ batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", + "batch_data_variable_name": "batch", + "batch_size": "33", + "fields": [ + { + "fieldName": "pbool", + "fieldType": "BOOLEAN" + }, + { + "fieldName": "pstring", + "fieldType": "STRING" + }, + { + "fieldName": "plong", + "fieldType": "LONG" + }, + { + "fieldName": "pshort", + "fieldType": "SHORT" + }, + { + "fieldName": "pdouble", + "fieldType": "DOUBLE" + }, + { + "fieldName": "pstringarr", + "fieldType": "STRING_ARRAY", + "split": ",", + "arrayTrimChars": ["[","]"] + }, + { + "fieldName": "plocaldate", + "fieldType": "LOCAL_DATE", + "dateFormat": "yyyy-MM-dd" + } + ] +} \ No newline at end of file diff --git a/neo4jwriter/src/test/resources/dynamicLabel.json b/neo4jwriter/src/test/resources/dynamicLabel.json new file mode 100644 index 0000000000..61f5de757c --- /dev/null +++ b/neo4jwriter/src/test/resources/dynamicLabel.json @@ -0,0 +1,19 @@ +{ + "uri": "bolt://localhost:7687", + "username":"yourUserName", + "password":"yourPassword", + "database":"yourDataBase", + "cypher": "unwind $batch as row CALL apoc.cypher.doIt( 'create (n:`' + row.Label + '`{id:$id})' ,{id: row.id} ) YIELD value RETURN 1 ", + "batch_data_variable_name": "batch", + "batch_size": "33", + "fields": [ + { + "fieldName": "Label", + "fieldType": "STRING" + }, + { + "fieldName": "id", + "fieldType": "STRING" + } + ] +} \ No newline at end of file diff --git a/neo4jwriter/src/test/resources/relationship.json b/neo4jwriter/src/test/resources/relationship.json new file mode 100644 index 0000000000..2f32681624 --- /dev/null +++ b/neo4jwriter/src/test/resources/relationship.json @@ -0,0 +1,19 @@ +{ + "uri": "neo4j://localhost:7687", + "username":"neo4j", + "password":"Test@12343", + "database":"neo4j", + "cypher": "unwind $batch as row match(p1:Person) where p1.id = row.startNodeId match(p2:Person) where p2.id = row.endNodeId create (p1)-[:LINK]->(p2)", + "batch_data_variable_name": "batch", + "batch_size": "33", + "fields": [ + { + "fieldName": "startNodeId", + "fieldType": "STRING" + }, + { + "fieldName": "endNodeId", + "fieldType": "STRING" + } + ] +} \ No newline at end of file diff --git a/pom.xml b/pom.xml index 957c60ee43..bbb128be43 100644 --- a/pom.xml +++ b/pom.xml @@ -123,6 +123,7 @@ doriswriter selectdbwriter adbmysqlwriter + neo4jwriter plugin-rdbms-util From d0679abf45be4041325d586564aa487544a948ea Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 22 Jun 2023 18:45:28 +0800 Subject: [PATCH 02/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=B3=A8=E9=87=8A?= =?UTF-8?q?=E6=8E=89=E7=9A=84=E4=BB=A3=E7=A0=81?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../datax/plugin/writer/neo4jwriter/Neo4jClient.java | 6 ------ 1 file changed, 6 deletions(-) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index 9dcd0eb12c..fe08d418ea 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -11,7 +11,6 @@ import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; import com.alibaba.datax.plugin.writer.neo4jwriter.exception.Neo4jErrorCode; import com.alibaba.fastjson2.JSON; -import com.alibaba.fastjson2.JSONObject; import org.apache.commons.lang3.StringUtils; import org.neo4j.driver.*; import org.neo4j.driver.exceptions.Neo4jException; @@ -226,11 +225,6 @@ private MapValue checkAndConvert(Record record) { return new MapValue(data); } - //todo 精细化处理数据库异常 - private void processNeo4jException(Neo4jException e) { - //Neo.ClientError.Statement.SyntaxError cypher语句错误 - } - public List getNeo4jFields() { return this.writeConfig.neo4jFields; } From 52db2645e1900da15520b9d231d64d22f9254e5f Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Fri, 23 Jun 2023 13:34:38 +0800 Subject: [PATCH 03/16] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E9=85=8D=E7=BD=AE?= =?UTF-8?q?=E6=A8=A1=E7=89=88?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../main/resources/plugin_job_template.json | 45 +++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100644 neo4jwriter/src/main/resources/plugin_job_template.json diff --git a/neo4jwriter/src/main/resources/plugin_job_template.json b/neo4jwriter/src/main/resources/plugin_job_template.json new file mode 100644 index 0000000000..83b9389116 --- /dev/null +++ b/neo4jwriter/src/main/resources/plugin_job_template.json @@ -0,0 +1,45 @@ +{ + "uri": "neo4j://localhost:7687", + "username": "neo4j", + "password": "Test@12343", + "database": "neo4j", + "cypher": "unwind $batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", + "batch_data_variable_name": "batch", + "batch_size": "33", + "fields": [ + { + "fieldName": "pbool", + "fieldType": "BOOLEAN" + }, + { + "fieldName": "pstring", + "fieldType": "STRING" + }, + { + "fieldName": "plong", + "fieldType": "LONG" + }, + { + "fieldName": "pshort", + "fieldType": "SHORT" + }, + { + "fieldName": "pdouble", + "fieldType": "DOUBLE" + }, + { + "fieldName": "pstringarr", + "fieldType": "STRING_ARRAY", + "split": ",", + "arrayTrimChars": [ + "[", + "]" + ] + }, + { + "fieldName": "plocaldate", + "fieldType": "LOCAL_DATE", + "dateFormat": "yyyy-MM-dd" + } + ] +} \ No newline at end of file From 2ccb0c782b9c92e2402be4cc5dec2c5721cf539f Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Fri, 23 Jun 2023 13:34:51 +0800 Subject: [PATCH 04/16] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E6=89=93=E5=8C=85?= =?UTF-8?q?=E9=85=8D=E7=BD=AE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- neo4jwriter/pom.xml | 43 +++++++++++++++++++++++ neo4jwriter/src/main/assembly/package.xml | 3 +- package.xml | 7 ++++ 3 files changed, 52 insertions(+), 1 deletion(-) diff --git a/neo4jwriter/pom.xml b/neo4jwriter/pom.xml index 343d4517a3..25ee138ea2 100644 --- a/neo4jwriter/pom.xml +++ b/neo4jwriter/pom.xml @@ -10,6 +10,9 @@ neo4jwriter + com.alibaba.datax + 0.0.1-SNAPSHOT + jar 8 @@ -52,5 +55,45 @@ test + + + + src/main/java + + **/*.properties + + + + + + + maven-compiler-plugin + + ${jdk-version} + ${jdk-version} + ${project-sourceEncoding} + + + + + maven-assembly-plugin + + + src/main/assembly/package.xml + + datax + + + + dwzip + package + + single + + + + + + \ No newline at end of file diff --git a/neo4jwriter/src/main/assembly/package.xml b/neo4jwriter/src/main/assembly/package.xml index e1203c7f57..419d0fd4eb 100644 --- a/neo4jwriter/src/main/assembly/package.xml +++ b/neo4jwriter/src/main/assembly/package.xml @@ -12,11 +12,12 @@ src/main/resources plugin.json + plugin_job_template.json plugin/writer/neo4jwriter - target/ + /target neo4jwriter-0.0.1-SNAPSHOT.jar diff --git a/package.xml b/package.xml index 4c1aff04be..0654a39186 100755 --- a/package.xml +++ b/package.xml @@ -497,5 +497,12 @@ datax + + neo4jwriter/target/datax/ + + **/*.* + + datax + From b0c3d3e6d9126966c79cdacebf5dcef75a4e0058 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Sun, 25 Jun 2023 21:21:14 +0800 Subject: [PATCH 05/16] =?UTF-8?q?=E5=9C=A8=E7=BB=93=E6=9D=9Ftask=E6=97=B6?= =?UTF-8?q?=E9=94=80=E6=AF=81threadLocal?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java | 2 ++ 1 file changed, 2 insertions(+) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index fe08d418ea..f8b9ee4a1d 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -7,6 +7,7 @@ import com.alibaba.datax.common.plugin.TaskPluginCollector; import com.alibaba.datax.common.util.Configuration; import com.alibaba.datax.common.util.RetryUtil; +import com.alibaba.datax.plugin.writer.neo4jwriter.adapter.DateAdapter; import com.alibaba.datax.plugin.writer.neo4jwriter.adapter.ValueAdapter; import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; import com.alibaba.datax.plugin.writer.neo4jwriter.exception.Neo4jErrorCode; @@ -146,6 +147,7 @@ public void destroy() { if (session != null) { session.close(); } + DateAdapter.destroy(); } private void tryFlushBuffer() { From 5c337d6b2282942d06a29f656100d63224e2d677 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 29 Jun 2023 22:25:05 +0800 Subject: [PATCH 06/16] =?UTF-8?q?apoc=E5=AE=89=E8=A3=85=E5=9C=A8=E5=AE=B9?= =?UTF-8?q?=E5=99=A8=E4=B9=8B=E5=86=85=E4=BE=BF=E4=BA=8E=E6=B5=8B=E8=AF=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../writer/neo4jwriter/Neo4jClient.java | 6 +- .../writer/neo4jwriter/Neo4jWriter.java | 4 +- .../neo4jwriter/element/Neo4jRecord.java | 29 ------- .../alibaba/datax/plugin/writer/ApocTest.java | 81 ------------------- .../datax/plugin/writer/Neo4jWriterTest.java | 6 +- .../src/test/resources/dynamicLabel.json | 6 +- 6 files changed, 13 insertions(+), 119 deletions(-) delete mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java delete mode 100644 neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index f8b9ee4a1d..c9cbb06021 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -167,8 +167,8 @@ private void tryBatchWrite() { private void doWrite(List values) { Value batchValues = Values.parameters(this.writeConfig.batchVariableName, values); Query query = new Query(this.writeConfig.cypher, batchValues); - LOGGER.debug("query:{}", query.text()); - LOGGER.debug("batch:{}", toUnwindStr(values)); +// LOGGER.debug("query:{}", query.text()); +// LOGGER.debug("batch:{}", toUnwindStr(values)); try { RetryUtil.executeWithRetry(() -> { session.writeTransaction(tx -> tx.run(query)); @@ -205,7 +205,7 @@ private MapValue checkAndConvert(Record record) { LOGGER.warn("接收到的数据列少于neo4jWriter企图消费的数据列,请注意风险,这可能导致数据不匹配"); LOGGER.warn("Receive fewer data columns than neo4jWriter attempts to consume, " + "be aware of the risk that this may result in data mismatch"); - LOGGER.warn("接受到的数据是:" + record); + LOGGER.warn("接收到的数据是:" + record); LOGGER.warn("received data is:" + record); } diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java index a851a363cd..9a7b62ee1d 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java @@ -17,12 +17,12 @@ public static class Job extends Writer.Job { private Configuration jobConf = null; @Override public void init() { - + LOGGER.info("Neo4jWriter Job init Success"); } @Override public void destroy() { - + LOGGER.info("Neo4jWriter Job destroyed"); } @Override diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java deleted file mode 100644 index 7240f19e33..0000000000 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/Neo4jRecord.java +++ /dev/null @@ -1,29 +0,0 @@ -package com.alibaba.datax.plugin.writer.neo4jwriter.element; - -import org.neo4j.driver.Record; -import org.neo4j.driver.Value; -import org.neo4j.driver.internal.AsValue; -import org.neo4j.driver.internal.value.MapValue; - -import java.util.List; -import java.util.Map; - -/** - * 一般来说,我们会将一批对象转换成hashmap再传输给neo4j的驱动用作参数解析,驱动会将hashmap转换成org.neo4j.driver.Value - * 过程是:List[domain] -> List[map]->List[Value] - * 直接将Record实现AsValue接口,有1个好处: - * 减少了一次对象转换次数,List[domain] -> List[Value] - */ -public class Neo4jRecord implements AsValue { - - private MapValue mapValue; - - public Neo4jRecord(Record record, List columnNames) { - - } - - @Override - public Value asValue() { - return null; - } -} diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java deleted file mode 100644 index 6faa6e77ab..0000000000 --- a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/ApocTest.java +++ /dev/null @@ -1,81 +0,0 @@ -package com.alibaba.datax.plugin.writer; - -import com.alibaba.datax.common.element.Record; -import com.alibaba.datax.common.element.StringColumn; -import com.alibaba.datax.common.util.Configuration; -import com.alibaba.datax.plugin.writer.mock.MockRecord; -import com.alibaba.datax.plugin.writer.neo4jwriter.Neo4jClient; -import org.junit.Test; -import org.neo4j.driver.*; -import org.neo4j.driver.types.Node; - -import java.io.File; -import java.util.ArrayList; -import java.util.List; - -import static org.junit.Assert.assertEquals; -import static org.junit.Assert.assertTrue; - -/** - * 由于docker 镜像没有apoc函数,所以此测试只能本地搭建环境复现 - */ -public class ApocTest { - /** - * neo4j中,Label和关系类型,想动态的写,需要借助于apoc函数 - */ - @Test - public void test_use_apoc_create_dynamic_label() { - try (Driver neo4jDriver = GraphDatabase.driver( - "bolt://localhost:7687", - AuthTokens.basic("yourUserName", "yourPassword")); - Session neo4jSession = neo4jDriver.session(SessionConfig.forDatabase("yourDataBase"))) { - List dynamicLabel = new ArrayList<>(); - for (int i = 0; i < 100; i++) { - dynamicLabel.add("Label" + i); - } - //删除原有数据 - //remove test data if exist - //这种占位符的方式不支持批量动态写,当然可以使用union拼接,但是性能不好 - String query = "match (p:%s) return p"; - String delete = "match (p:%s) delete p"; - for (String label : dynamicLabel) { - Result result = neo4jSession.run(String.format(query, label)); - if (result.hasNext()) { - neo4jSession.run(String.format(delete, label)); - } - } - - Configuration configuration = Configuration.from(new File("src/test/resources/dynamicLabel.json")); - Neo4jClient neo4jClient = Neo4jClient.build(configuration, null); - - neo4jClient.init(); - for (int i = 0; i < dynamicLabel.size(); i++) { - Record record = new MockRecord(); - record.addColumn(new StringColumn(dynamicLabel.get(i))); - record.addColumn(new StringColumn(String.valueOf(i))); - neo4jClient.tryWrite(record); - } - neo4jClient.destroy(); - - //校验脚本的批量写入是否正确 - int cnt = 0; - for (int i = 0; i < dynamicLabel.size(); i++) { - String label = dynamicLabel.get(i); - Result result = neo4jSession.run(String.format(query, label)); - while (result.hasNext()) { - org.neo4j.driver.Record record = result.next(); - Node node = record.get("p").asNode(); - assertTrue(node.hasLabel(label)); - assertEquals(node.asMap().get("id"), i + ""); - cnt++; - } - } - assertEquals(cnt, 100); - } - - - - - - } -} diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java index 6df7053a39..a132d4fd46 100644 --- a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java @@ -39,7 +39,7 @@ public class Neo4jWriterTest { private static final Logger LOGGER = LoggerFactory.getLogger(Neo4jWriterTest.class); private static final int MOCK_NUM = 100; - private static final String CONTAINER_IMAGE = "neo4j:5.6.0"; + private static final String CONTAINER_IMAGE = "neo4j:5.9.0"; private static final String CONTAINER_HOST = "neo4j-host"; private static final int HTTP_PORT = 7474; @@ -65,6 +65,10 @@ public void init() { .withEnv( "NEO4J_AUTH", CONTAINER_NEO4J_USERNAME + "/" + CONTAINER_NEO4J_PASSWORD) + .withEnv("apoc.export.file.enabled", "true") + .withEnv("apoc.import.file.enabled", "true") + .withEnv("apoc.import.file.use_neo4j_config", "true") + .withEnv("NEO4J_PLUGINS", "[\"apoc\"]") .withLogConsumer( new Slf4jLogConsumer( DockerLoggerFactory.getLogger(CONTAINER_IMAGE))); diff --git a/neo4jwriter/src/test/resources/dynamicLabel.json b/neo4jwriter/src/test/resources/dynamicLabel.json index 61f5de757c..5874b6944d 100644 --- a/neo4jwriter/src/test/resources/dynamicLabel.json +++ b/neo4jwriter/src/test/resources/dynamicLabel.json @@ -1,8 +1,8 @@ { "uri": "bolt://localhost:7687", - "username":"yourUserName", - "password":"yourPassword", - "database":"yourDataBase", + "username":"neo4j", + "password":"Test@12343", + "database":"neo4j", "cypher": "unwind $batch as row CALL apoc.cypher.doIt( 'create (n:`' + row.Label + '`{id:$id})' ,{id: row.id} ) YIELD value RETURN 1 ", "batch_data_variable_name": "batch", "batch_size": "33", From 88daf5c2708fefff486e663c42d73c0b7b0b9714 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 6 Jul 2023 22:10:08 +0800 Subject: [PATCH 07/16] =?UTF-8?q?=E9=85=8D=E7=BD=AE=E5=91=BD=E5=90=8D?= =?UTF-8?q?=E9=A3=8E=E6=A0=BC=E8=B0=83=E6=95=B4=E4=B8=BA=E9=A9=BC=E5=B3=B0?= =?UTF-8?q?=E5=91=BD=E5=90=8D=E9=A3=8E=E6=A0=BC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- neo4jwriter/doc/neo4jwriter.md | 100 +++++++++--------- .../neo4jwriter/config/ConfigConstants.java | 26 ++--- .../main/resources/plugin_job_template.json | 41 ++++--- .../src/test/resources/allTypeFieldNode.json | 39 ++++--- .../src/test/resources/dynamicLabel.json | 14 +-- .../src/test/resources/relationship.json | 14 +-- 6 files changed, 113 insertions(+), 121 deletions(-) diff --git a/neo4jwriter/doc/neo4jwriter.md b/neo4jwriter/doc/neo4jwriter.md index e657874660..6ed40e8ce0 100644 --- a/neo4jwriter/doc/neo4jwriter.md +++ b/neo4jwriter/doc/neo4jwriter.md @@ -16,25 +16,25 @@ ### 配置项介绍 -| 配置 | 说明 | 是否必须 | 默认值 | 示例 | -| :--------------------------------- | --------------------------- | -------- | ------ | ---------------------------------------------------- | -| database | 数据库名字 | 是 | - | neo4j | -| uri | 数据库访问链接 | 是 | - | bolt://localhost:7687 | -| username | 访问用户名 | 是 | - | neo4j | -| password | 访问密码 | 是 | - | neo4j | -| bearer_token | 权限相关 | 否 | - | - | -| kerberos_ticket | 权限相关 | 否 | - | - | -| cypher | 同步语句 | 是 | - | unwind $batch as row create(p) set p.name = row.name | -| batch_data_variable_name | unwind 携带的数据变量名 | | | batch | -| fields | 定义datax中数据的名字和类型 | 是 | - | 见后续案例 | -| batch_size | 一批写入数据量 | 否 | 1000 | | -| max_transaction_retry_time_seconds | 事务运行最长时间 | 否 | 30秒 | 30 | -| max_connection_timeout_seconds | 驱动最长链接时间 | 否 | 30秒 | 30 | -| retry_times | 发生错误的重试次数 | 否 | 3次 | 3 | -| retry_sleep_mills | 重试失败后的等待时间 | 否 | 3秒 | 3 | +| 配置 | 说明 | 是否必须 | 默认值 | 示例 | +|:-------------------------------|--------------------| -------- | ------ | ---------------------------------------------------- | +| database | 数据库名字 | 是 | - | neo4j | +| uri | 数据库访问链接 | 是 | - | bolt://localhost:7687 | +| username | 访问用户名 | 是 | - | neo4j | +| password | 访问密码 | 是 | - | neo4j | +| bearerToken | 权限相关 | 否 | - | - | +| kerberosTicket | 权限相关 | 否 | - | - | +| cypher | 同步语句 | 是 | - | unwind $batch as row create(p) set p.name = row.name | +| batchDataVariableName | unwind 携带的数据变量名 | | | batch | +| properties | 定义neo4j中数据的属性名字和类型 | 是 | - | 见后续案例 | +| batchSize | 一批写入数据量 | 否 | 1000 | | +| maxTransactionRetryTimeSeconds | 事务运行最长时间 | 否 | 30秒 | 30 | +| maxConnectionTimeoutSeconds | 驱动最长链接时间 | 否 | 30秒 | 30 | +| retryTimes | 发生错误的重试次数 | 否 | 3次 | 3 | +| retrySleepMills | 重试失败后的等待时间 | 否 | 3秒 | 3 | ### 支持的数据类型 - +> 配置时均忽略大小写 ``` BOOLEAN, STRING, @@ -73,41 +73,37 @@ Object_ARRAY "password": "Test@12343", "database": "neo4j", "cypher": "unwind $batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", - "batch_data_variable_name": "batch", - "batch_size": "33", - "fields": [ + "batchDataVariableName": "batch", + "batchSize": "33", + "properties": [ { - "fieldName": "pbool", - "fieldType": "BOOLEAN" + "name": "pbool", + "type": "BOOLEAN" }, { - "fieldName": "pstring", - "fieldType": "STRING" + "name": "pstring", + "type": "STRING" }, { - "fieldName": "plong", - "fieldType": "LONG" + "name": "plong", + "type": "LONG" }, { - "fieldName": "pshort", - "fieldType": "SHORT" + "name": "pshort", + "type": "SHORT" }, { - "fieldName": "pdouble", - "fieldType": "DOUBLE" + "name": "pdouble", + "type": "DOUBLE" }, { - "fieldName": "pstringarr", - "fieldType": "STRING_ARRAY", - "split": ",", - "arrayTrimChars": [ - "[", - "]" - ] + "name": "pstringarr", + "type": "STRING_ARRAY", + "split": "," }, { - "fieldName": "plocaldate", - "fieldType": "LOCAL_DATE", + "name": "plocaldate", + "type": "LOCAL_DATE", "dateFormat": "yyyy-MM-dd" } ] @@ -126,16 +122,16 @@ Object_ARRAY "password": "Test@12343", "database": "neo4j", "cypher": "unwind $batch as row match(p1:Person) where p1.id = row.startNodeId match(p2:Person) where p2.id = row.endNodeId create (p1)-[:LINK]->(p2)", - "batch_data_variable_name": "batch", + "batchDataVariableName": "batch", "batch_size": "33", - "fields": [ + "properties": [ { - "fieldName": "startNodeId", - "fieldType": "STRING" + "name": "startNodeId", + "type": "STRING" }, { - "fieldName": "endNodeId", - "fieldType": "STRING" + "name": "endNodeId", + "type": "STRING" } ] } @@ -155,16 +151,16 @@ Object_ARRAY "password": "yourPassword", "database": "yourDataBase", "cypher": "unwind $batch as row CALL apoc.cypher.doIt( 'create (n:`' + row.Label + '`{id:$id})' ,{id: row.id} ) YIELD value RETURN 1 ", - "batch_data_variable_name": "batch", + "batchDataVariableName": "batch", "batch_size": "1", - "fields": [ + "properties": [ { - "fieldName": "Label", - "fieldType": "STRING" + "name": "Label", + "type": "STRING" }, { - "fieldName": "id", - "fieldType": "STRING" + "name": "id", + "type": "STRING" } ] } @@ -173,7 +169,7 @@ Object_ARRAY ## 注意事项 -* fields的定义需要与源端一一对应。如果源端的数据列少于neo4j字段怎么办?建议将源端数据加工成json格式,在neo4j端将数据类型设置成map。在cypher中,可以根据jsonpath语法一直取值。比如 unwind $batch as row create (p) set p.name = row.props.name,set p.age = row.props.age +* properties的定义的顺序需要与源端一一对应,但数量不必要对齐,neo4j writer 会取最小值。如果源端的数据列少于neo4j字段怎么办?建议将源端数据加工成json格式,在neo4j端将数据类型设置成map。在cypher中,可以根据jsonpath语法一直取值。比如 unwind $batch as row create (p) set p.name = row.properties.name,set p.age = row.properties.age * 如果提示事务超时,建议调大事务运行时间或者调小batch_size * 如果用于更新场景,会遇到死锁问题,建议二开源码加入死锁异常检测,并进行重试,开源版本不提供此功能。 diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java index 87a7236df2..eed3588e2d 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/ConfigConstants.java @@ -16,14 +16,14 @@ public final class ConfigConstants { public static final Option RETRY_TIMES = Option.builder() - .key("retry_times") + .key("retryTimes") .defaultValue(3) .desc("The number of overwrites when an error occurs") .build(); public static final Option RETRY_SLEEP_MILLS = Option.builder() - .key("retry_sleep_mills") + .key("retrySleepMills") .defaultValue(3000L) .build(); @@ -54,14 +54,14 @@ public final class ConfigConstants { public static final Option BEARER_TOKEN = Option.builder() - .key("bearer_token") + .key("bearerToken") .noDefaultValue() .desc("base64 encoded bearer token of the Neo4j. for Auth.") .build(); public static final Option KERBEROS_TICKET = Option.builder() - .key("kerberos_ticket") + .key("kerberosTicket") .noDefaultValue() .desc("base64 encoded kerberos ticket of the Neo4j. for Auth.") .build(); @@ -82,34 +82,34 @@ public final class ConfigConstants { public static final Option MAX_TRANSACTION_RETRY_TIME = Option.builder() - .key("max_transaction_retry_time_seconds") + .key("maxTransactionRetryTimeSeconds") .defaultValue(DEFAULT_MAX_TRANSACTION_RETRY_SECONDS) .desc("maximum transaction retry time(seconds). transaction fail if exceeded.") .build(); public static final Option MAX_CONNECTION_TIMEOUT_SECONDS = Option.builder() - .key("max_connection_timeout_seconds") + .key("maxConnectionTimeoutSeconds") .defaultValue(DEFAULT_MAX_CONNECTION_SECONDS) .desc("The maximum amount of time to wait for a TCP connection to be established (seconds).") .build(); public static final Option BATCH_DATA_VARIABLE_NAME = Option.builder() - .key("batch_data_variable_name") + .key("batchDataVariableName") .defaultValue("batch") - .desc("In a cypher statement, a variable name that represents a batch of data") + .desc("in a cypher statement, a variable name that represents a batch of data") .build(); - public static final Option> NEO4J_FIELDS = - Option.>builder() - .key("fields") + public static final Option> NEO4J_PROPERTIES = + Option.>builder() + .key("properties") .noDefaultValue() - .desc("neo4j fields.") + .desc("neo4j node or relation`s props") .build(); public static final Option BATCH_SIZE = Option.builder(). - key("batch_size") + key("batchSize") .defaultValue(1000) .desc("max batch size") .build(); diff --git a/neo4jwriter/src/main/resources/plugin_job_template.json b/neo4jwriter/src/main/resources/plugin_job_template.json index 83b9389116..45bf3c88c2 100644 --- a/neo4jwriter/src/main/resources/plugin_job_template.json +++ b/neo4jwriter/src/main/resources/plugin_job_template.json @@ -4,41 +4,38 @@ "password": "Test@12343", "database": "neo4j", "cypher": "unwind $batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", - "batch_data_variable_name": "batch", - "batch_size": "33", - "fields": [ + "batchDataVariableName": "batch", + "batchSize": "33", + "properties": [ { - "fieldName": "pbool", - "fieldType": "BOOLEAN" + "name": "pbool", + //type 忽略大小写 + "type": "BOOLEAN" }, { - "fieldName": "pstring", - "fieldType": "STRING" + "name": "pstring", + "type": "STRING" }, { - "fieldName": "plong", - "fieldType": "LONG" + "name": "plong", + "type": "LONG" }, { - "fieldName": "pshort", - "fieldType": "SHORT" + "name": "pshort", + "type": "SHORT" }, { - "fieldName": "pdouble", - "fieldType": "DOUBLE" + "name": "pdouble", + "type": "DOUBLE" }, { - "fieldName": "pstringarr", - "fieldType": "STRING_ARRAY", - "split": ",", - "arrayTrimChars": [ - "[", - "]" - ] + "name": "pstringarr", + "type": "STRING_ARRAY", + "split": "," }, { - "fieldName": "plocaldate", - "fieldType": "LOCAL_DATE", + "name": "plocaldate", + "type": "LOCAL_DATE", "dateFormat": "yyyy-MM-dd" } ] diff --git a/neo4jwriter/src/test/resources/allTypeFieldNode.json b/neo4jwriter/src/test/resources/allTypeFieldNode.json index bbaec63447..6d504d7930 100644 --- a/neo4jwriter/src/test/resources/allTypeFieldNode.json +++ b/neo4jwriter/src/test/resources/allTypeFieldNode.json @@ -3,39 +3,38 @@ "username":"neo4j", "password":"Test@12343", "database":"neo4j", - "cypher": "unwind $ batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", - "batch_data_variable_name": "batch", - "batch_size": "33", - "fields": [ + "cypher": "unwind $batch as row create(p:Person) set p.pbool = row.pbool,p.pstring = row.pstring,p.plong = row.plong,p.pshort = row.pshort,p.pdouble=row.pdouble,p.pstringarr=row.pstringarr,p.plocaldate=row.plocaldate", + "batchDataVariableName": "batch", + "batchSize": "33", + "properties": [ { - "fieldName": "pbool", - "fieldType": "BOOLEAN" + "name": "pbool", + "type": "BOOLEAN" }, { - "fieldName": "pstring", - "fieldType": "STRING" + "name": "pstring", + "type": "STRING" }, { - "fieldName": "plong", - "fieldType": "LONG" + "name": "plong", + "type": "LONG" }, { - "fieldName": "pshort", - "fieldType": "SHORT" + "name": "pshort", + "type": "SHORT" }, { - "fieldName": "pdouble", - "fieldType": "DOUBLE" + "name": "pdouble", + "type": "DOUBLE" }, { - "fieldName": "pstringarr", - "fieldType": "STRING_ARRAY", - "split": ",", - "arrayTrimChars": ["[","]"] + "name": "pstringarr", + "type": "STRING_ARRAY", + "split": "," }, { - "fieldName": "plocaldate", - "fieldType": "LOCAL_DATE", + "name": "plocaldate", + "type": "LOCAL_DATE", "dateFormat": "yyyy-MM-dd" } ] diff --git a/neo4jwriter/src/test/resources/dynamicLabel.json b/neo4jwriter/src/test/resources/dynamicLabel.json index 5874b6944d..05ed3e7668 100644 --- a/neo4jwriter/src/test/resources/dynamicLabel.json +++ b/neo4jwriter/src/test/resources/dynamicLabel.json @@ -4,16 +4,16 @@ "password":"Test@12343", "database":"neo4j", "cypher": "unwind $batch as row CALL apoc.cypher.doIt( 'create (n:`' + row.Label + '`{id:$id})' ,{id: row.id} ) YIELD value RETURN 1 ", - "batch_data_variable_name": "batch", - "batch_size": "33", - "fields": [ + "batchDataVariableName": "batch", + "batchSize": "33", + "properties": [ { - "fieldName": "Label", - "fieldType": "STRING" + "name": "Label", + "type": "string" }, { - "fieldName": "id", - "fieldType": "STRING" + "name": "id", + "type": "STRING" } ] } \ No newline at end of file diff --git a/neo4jwriter/src/test/resources/relationship.json b/neo4jwriter/src/test/resources/relationship.json index 2f32681624..cb9bbdf444 100644 --- a/neo4jwriter/src/test/resources/relationship.json +++ b/neo4jwriter/src/test/resources/relationship.json @@ -4,16 +4,16 @@ "password":"Test@12343", "database":"neo4j", "cypher": "unwind $batch as row match(p1:Person) where p1.id = row.startNodeId match(p2:Person) where p2.id = row.endNodeId create (p1)-[:LINK]->(p2)", - "batch_data_variable_name": "batch", - "batch_size": "33", - "fields": [ + "batchDataVariableName": "batch", + "batchSize": "33", + "properties": [ { - "fieldName": "startNodeId", - "fieldType": "STRING" + "name": "startNodeId", + "type": "STRING" }, { - "fieldName": "endNodeId", - "fieldType": "STRING" + "name": "endNodeId", + "type": "STRING" } ] } \ No newline at end of file From 4c260c4e12d8329343a7ca471e43ae36a09cc83c Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 6 Jul 2023 22:14:01 +0800 Subject: [PATCH 08/16] =?UTF-8?q?=E8=A7=A3=E6=9E=90=E6=95=B0=E6=8D=AE?= =?UTF-8?q?=E6=97=B6=E5=AF=B9null=E6=8F=90=E5=89=8D=E7=89=B9=E5=88=A4;?= =?UTF-8?q?=E5=8F=8D=E5=BA=8F=E5=88=97=E6=95=B0=E7=BB=84=E4=BB=A3=E7=A0=81?= =?UTF-8?q?=E7=AE=80=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../neo4jwriter/adapter/ValueAdapter.java | 77 +++++++------------ 1 file changed, 29 insertions(+), 48 deletions(-) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java index 86c859f6e1..d0f4044d79 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/ValueAdapter.java @@ -2,14 +2,17 @@ import com.alibaba.datax.common.element.Column; -import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; -import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jProperty; +import com.alibaba.datax.plugin.writer.neo4jwriter.element.PropertyType; import com.alibaba.fastjson2.JSON; import org.neo4j.driver.Value; import org.neo4j.driver.Values; import org.neo4j.driver.internal.value.NullValue; -import java.util.*; +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; +import java.util.Map; import java.util.function.Function; /** @@ -18,13 +21,19 @@ public class ValueAdapter { - public static Value column2Value(final Column column, final Neo4jField neo4jField) { - FieldType type = neo4jField.getFieldType(); + public static Value column2Value(final Column column, final Neo4jProperty neo4JProperty) { + + String typeStr = neo4JProperty.getType(); + PropertyType type = PropertyType.fromStrIgnoreCase(typeStr); + if (column.asString() == null) { + return NullValue.NULL; + } + switch (type) { case NULL: return NullValue.NULL; case MAP: - return Values.value(JSON.parseObject(column.asString(),Map.class)); + return Values.value(JSON.parseObject(column.asString(), Map.class)); case BOOLEAN: return Values.value(column.asBoolean()); case STRING: @@ -38,30 +47,30 @@ public static Value column2Value(final Column column, final Neo4jField neo4jFiel case DOUBLE: return Values.value(column.asDouble()); case BYTE_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Byte::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Byte::valueOf)); case CHAR_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), (s) -> s.charAt(0))); + return Values.value(parseArrayType(neo4JProperty, column.asString(), (s) -> s.charAt(0))); case BOOLEAN_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Boolean::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Boolean::valueOf)); case STRING_ARRAY: case Object_ARRAY: case LIST: - return Values.value(parseArrayType(neo4jField, column.asString(), Function.identity())); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Function.identity())); case LONG_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Long::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Long::valueOf)); case INT_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Integer::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Integer::valueOf)); case SHORT_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Short::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Short::valueOf)); case DOUBLE_ARRAY: case FLOAT_ARRAY: - return Values.value(parseArrayType(neo4jField, column.asString(), Double::valueOf)); + return Values.value(parseArrayType(neo4JProperty, column.asString(), Double::valueOf)); case LOCAL_DATE: - return Values.value(DateAdapter.localDate(column.asString(), neo4jField)); + return Values.value(DateAdapter.localDate(column.asString(), neo4JProperty)); case LOCAL_TIME: - return Values.value(DateAdapter.localTime(column.asString(),neo4jField)); + return Values.value(DateAdapter.localTime(column.asString(), neo4JProperty)); case LOCAL_DATE_TIME: - return Values.value(DateAdapter.localDateTime(column.asString(),neo4jField)); + return Values.value(DateAdapter.localDateTime(column.asString(), neo4JProperty)); default: return Values.value(column.getRawData()); @@ -69,46 +78,18 @@ public static Value column2Value(final Column column, final Neo4jField neo4jFiel } - private static List parseArrayType(final Neo4jField neo4jField, + private static List parseArrayType(final Neo4jProperty neo4JProperty, final String strValue, final Function convertFunc) { if (null == strValue || "".equals(strValue)) { return Collections.emptyList(); } - String trimStr = trimString(strValue, neo4jField.getArrayTrimOrDefault()); - if ("".equals(trimStr)) { - return Collections.emptyList(); - } - String[] strArr = trimStr.split(neo4jField.getSplitOrDefault()); + String split = neo4JProperty.getSplitOrDefault(); + String[] strArr = strValue.split(split); List ans = new ArrayList<>(); for (String s : strArr) { ans.add(convertFunc.apply(s)); } return ans; } - - public static String trimString(String strValue, List trimChars) { - - Set characters = new HashSet<>(trimChars); - char[] chars = strValue.toCharArray(); - int i = 0; - int j = chars.length - 1; - - while (i <= chars.length - 1 && characters.contains(chars[i])) { - i++; - } - while (j >= i && characters.contains(chars[j])) { - j--; - } - - if (i > j) { - return ""; - } - - if (i == j) { - return String.valueOf(chars[i]); - } - - return new String(Arrays.copyOfRange(chars, i, j + 1)); - } } From 8b9c51cada312e8954715f999d9394a56d36d32e Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 6 Jul 2023 22:14:48 +0800 Subject: [PATCH 09/16] =?UTF-8?q?=E9=85=8D=E7=BD=AEfield=E6=94=B9=E5=90=8D?= =?UTF-8?q?properties=E7=AC=A6=E5=90=88=E5=9B=BE=E6=95=B0=E6=8D=AE?= =?UTF-8?q?=E5=BA=93=E6=A6=82=E5=BF=B5,=E6=97=A5=E5=BF=97=E6=89=93?= =?UTF-8?q?=E5=8D=B0=E7=B2=BE=E7=AE=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../writer/neo4jwriter/Neo4jClient.java | 36 +++--- .../writer/neo4jwriter/Neo4jWriter.java | 2 +- .../neo4jwriter/adapter/DateAdapter.java | 14 +-- .../writer/neo4jwriter/config/Neo4jField.java | 108 ------------------ .../neo4jwriter/config/Neo4jProperty.java | 82 +++++++++++++ .../{FieldType.java => PropertyType.java} | 12 +- .../neo4jwriter/exception/Neo4jErrorCode.java | 2 +- .../datax/plugin/writer/Neo4jWriterTest.java | 9 +- .../datax/plugin/writer/mock/MockUtil.java | 4 +- 9 files changed, 121 insertions(+), 148 deletions(-) delete mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java create mode 100644 neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jProperty.java rename neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/{FieldType.java => PropertyType.java} (56%) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index c9cbb06021..fabcd0aa86 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -9,7 +9,7 @@ import com.alibaba.datax.common.util.RetryUtil; import com.alibaba.datax.plugin.writer.neo4jwriter.adapter.DateAdapter; import com.alibaba.datax.plugin.writer.neo4jwriter.adapter.ValueAdapter; -import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jProperty; import com.alibaba.datax.plugin.writer.neo4jwriter.exception.Neo4jErrorCode; import com.alibaba.fastjson2.JSON; import org.apache.commons.lang3.StringUtils; @@ -52,7 +52,6 @@ public Neo4jClient(Driver driver, public void init() { String database = writeConfig.database; //neo4j 3.x 没有数据库 - //neo4j 3.x no database if (null != database && !"".equals(database)) { this.session = driver.session(SessionConfig.forDatabase(database)); } else { @@ -67,12 +66,12 @@ public static Neo4jClient build(Configuration config, TaskPluginCollector taskPl String database = config.getString(DATABASE.getKey()); String batchVariableName = config.getString(BATCH_DATA_VARIABLE_NAME.getKey(), BATCH_DATA_VARIABLE_NAME.getDefaultValue()); - List neo4jFields = JSON.parseArray(config.getString(NEO4J_FIELDS.getKey()), Neo4jField.class); + List neo4jProperties = JSON.parseArray(config.getString(NEO4J_PROPERTIES.getKey()), Neo4jProperty.class); int batchSize = config.getInt(BATCH_SIZE.getKey(), BATCH_SIZE.getDefaultValue()); int retryTimes = config.getInt(RETRY_TIMES.getKey(), RETRY_TIMES.getDefaultValue()); return new Neo4jClient(driver, - new WriteConfig(cypher, database, batchVariableName, neo4jFields, batchSize), + new WriteConfig(cypher, database, batchVariableName, neo4jProperties, batchSize), new RetryConfig(retryTimes, config.getLong(RETRY_SLEEP_MILLS.getKey(), RETRY_SLEEP_MILLS.getDefaultValue())), taskPluginCollector ); @@ -176,7 +175,6 @@ private void doWrite(List values) { }, this.retryConfig.retryTimes, retryConfig.retrySleepMills, true, Collections.singletonList(Neo4jException.class)); } catch (Exception e) { - LOGGER.error("在写入数据库时发生了异常,原因是:{}", e.getMessage()); LOGGER.error("an exception occurred while writing to the database,message:{}", e.getMessage()); throw DataXException.asDataXException(DATABASE_ERROR, e.getMessage()); } @@ -200,26 +198,18 @@ public void tryWrite(Record record) { private MapValue checkAndConvert(Record record) { int sourceColNum = record.getColumnNumber(); - List neo4jFields = writeConfig.neo4jFields; - if (sourceColNum < neo4jFields.size()) { - LOGGER.warn("接收到的数据列少于neo4jWriter企图消费的数据列,请注意风险,这可能导致数据不匹配"); - LOGGER.warn("Receive fewer data columns than neo4jWriter attempts to consume, " + - "be aware of the risk that this may result in data mismatch"); - LOGGER.warn("接收到的数据是:" + record); - LOGGER.warn("received data is:" + record); - } + List neo4JProperties = writeConfig.neo4jProperties; - int len = Math.min(sourceColNum, neo4jFields.size()); + int len = Math.min(sourceColNum, neo4JProperties.size()); Map data = new HashMap<>(len * 4 / 3); for (int i = 0; i < len; i++) { Column column = record.getColumn(i); - Neo4jField neo4jField = neo4jFields.get(i); + Neo4jProperty neo4jProperty = neo4JProperties.get(i); try { - Value value = ValueAdapter.column2Value(column, neo4jField); - data.put(neo4jField.getFieldName(), value); + Value value = ValueAdapter.column2Value(column, neo4jProperty); + data.put(neo4jProperty.getName(), value); } catch (Exception e) { - LOGGER.info("检测到一条脏数据:{},原因:{}", column, e.getMessage()); LOGGER.info("dirty record:{},message :{}", column, e.getMessage()); this.taskPluginCollector.collectDirtyRecord(record, e.getMessage()); } @@ -227,8 +217,8 @@ private MapValue checkAndConvert(Record record) { return new MapValue(data); } - public List getNeo4jFields() { - return this.writeConfig.neo4jFields; + public List getNeo4jFields() { + return this.writeConfig.neo4jProperties; } @@ -249,19 +239,19 @@ static class WriteConfig { String batchVariableName; - List neo4jFields; + List neo4jProperties; int batchSize; public WriteConfig(String cypher, String database, String batchVariableName, - List neo4jFields, + List neo4jProperties, int batchSize) { this.cypher = cypher; this.database = database; this.batchVariableName = batchVariableName; - this.neo4jFields = neo4jFields; + this.neo4jProperties = neo4jProperties; this.batchSize = batchSize; } diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java index 9a7b62ee1d..a89f46749c 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jWriter.java @@ -17,7 +17,7 @@ public static class Job extends Writer.Job { private Configuration jobConf = null; @Override public void init() { - LOGGER.info("Neo4jWriter Job init Success"); + LOGGER.info("Neo4jWriter Job init success"); } @Override diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java index c69c92fd31..51b214bd07 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/adapter/DateAdapter.java @@ -1,7 +1,7 @@ package com.alibaba.datax.plugin.writer.neo4jwriter.adapter; -import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jProperty; import org.testcontainers.shaded.com.google.common.base.Supplier; import java.time.LocalDate; @@ -21,12 +21,12 @@ public class DateAdapter { private static final String DEFAULT_LOCAL_DATE_TIME_FORMATTER = "yyyy-MM-dd HH:mm:ss"; - public static LocalDate localDate(String text, Neo4jField neo4jField) { + public static LocalDate localDate(String text, Neo4jProperty neo4jProperty) { if (LOCAL_DATE_FORMATTER_MAP.get() != null) { return LocalDate.parse(text, LOCAL_DATE_FORMATTER_MAP.get()); } - String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_DATE_FORMATTER); + String format = getOrDefault(neo4jProperty::getDateFormat, DEFAULT_LOCAL_DATE_FORMATTER); DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); LOCAL_DATE_FORMATTER_MAP.set(dateTimeFormatter); return LocalDate.parse(text, dateTimeFormatter); @@ -47,22 +47,22 @@ public static void destroy() { LOCAL_DATE_TIME_FORMATTER_MAP.remove(); } - public static LocalTime localTime(String text, Neo4jField neo4jField) { + public static LocalTime localTime(String text, Neo4jProperty neo4JProperty) { if (LOCAL_TIME_FORMATTER_MAP.get() != null) { return LocalTime.parse(text, LOCAL_TIME_FORMATTER_MAP.get()); } - String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_TIME_FORMATTER); + String format = getOrDefault(neo4JProperty::getDateFormat, DEFAULT_LOCAL_TIME_FORMATTER); DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); LOCAL_TIME_FORMATTER_MAP.set(dateTimeFormatter); return LocalTime.parse(text, dateTimeFormatter); } - public static LocalDateTime localDateTime(String text, Neo4jField neo4jField) { + public static LocalDateTime localDateTime(String text, Neo4jProperty neo4JProperty) { if (LOCAL_DATE_TIME_FORMATTER_MAP.get() != null){ return LocalDateTime.parse(text,LOCAL_DATE_TIME_FORMATTER_MAP.get()); } - String format = getOrDefault(neo4jField::getDateFormat, DEFAULT_LOCAL_DATE_TIME_FORMATTER); + String format = getOrDefault(neo4JProperty::getDateFormat, DEFAULT_LOCAL_DATE_TIME_FORMATTER); DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern(format); LOCAL_DATE_TIME_FORMATTER_MAP.set(dateTimeFormatter); return LocalDateTime.parse(text, dateTimeFormatter); diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java deleted file mode 100644 index 904a2f1327..0000000000 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jField.java +++ /dev/null @@ -1,108 +0,0 @@ -package com.alibaba.datax.plugin.writer.neo4jwriter.config; - -import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; - -import java.util.Arrays; -import java.util.List; - -/** - * 由于dataX并不能传输数据的元数据,所以只能在writer端定义每列数据的名字 - * datax does not support data metadata, - * only the name of each column of data can be defined on neo4j writer - * @author fuyouj - */ -public class Neo4jField { - public static final String DEFAULT_SPLIT = ","; - public static final List DEFAULT_ARRAY_TRIM = Arrays.asList('[',']'); - - /** - * name of neo4j field - */ - private String fieldName; - - /** - * neo4j type - * reference by org.neo4j.driver.Values - */ - private FieldType fieldType; - - /** - * for date - */ - private String dateFormat; - - /** - * for array type - */ - private String split; - /** - * such as [1,2,3,4,5] - * split is , - * arrayTrimChar is [ ] - */ - private List arrayTrimChars; - - public Neo4jField(){} - - public Neo4jField(String fieldName, FieldType fieldType, String format, String split, List arrayTrimChars) { - this.fieldName = fieldName; - this.fieldType = fieldType; - this.dateFormat = format; - this.split = split; - this.arrayTrimChars = arrayTrimChars; - } - - public String getFieldName() { - return fieldName; - } - - public void setFieldName(String fieldName) { - this.fieldName = fieldName; - } - - public FieldType getFieldType() { - return fieldType; - } - - public void setFieldType(FieldType fieldType) { - this.fieldType = fieldType; - } - - public String getDateFormat() { - return dateFormat; - } - - public void setDateFormat(String dateFormat) { - this.dateFormat = dateFormat; - } - - public String getSplit() { - return getSplitOrDefault(); - } - - public String getSplitOrDefault(){ - if (split == null || "".equals(split)){ - return DEFAULT_SPLIT; - } - return split; - } - - public void setSplit(String split) { - this.split = split; - } - - public List getArrayTrimChars() { - return getArrayTrimOrDefault(); - } - - public List getArrayTrimOrDefault(){ - if (arrayTrimChars == null || arrayTrimChars.isEmpty()){ - return DEFAULT_ARRAY_TRIM; - } - return arrayTrimChars; - } - - public void setArrayTrimChars(List arrayTrimChars) { - this.arrayTrimChars = arrayTrimChars; - } -} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jProperty.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jProperty.java new file mode 100644 index 0000000000..5c5867b3b0 --- /dev/null +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/config/Neo4jProperty.java @@ -0,0 +1,82 @@ +package com.alibaba.datax.plugin.writer.neo4jwriter.config; + +/** + * 由于dataX并不能传输数据的元数据,所以只能在writer端定义每列数据的名字 + * datax does not support data metadata, + * only the name of each column of data can be defined on neo4j writer + * + * @author fuyouj + */ +public class Neo4jProperty { + public static final String DEFAULT_SPLIT = ","; + + /** + * name of neo4j field + */ + private String name; + + /** + * neo4j type + * reference by org.neo4j.driver.Values + */ + private String type; + + /** + * for date + */ + private String dateFormat; + + /** + * for array type + */ + private String split; + + public Neo4jProperty() { + } + + public Neo4jProperty(String name, String type, String format, String split) { + this.name = name; + this.type = type; + this.dateFormat = format; + this.split = split; + } + + public String getName() { + return name; + } + + public void setName(String name) { + this.name = name; + } + + public String getType() { + return type; + } + + public void setType(String type) { + this.type = type; + } + + public String getDateFormat() { + return dateFormat; + } + + public void setDateFormat(String dateFormat) { + this.dateFormat = dateFormat; + } + + public String getSplit() { + return getSplitOrDefault(); + } + + public String getSplitOrDefault() { + if (split == null || "".equals(split)) { + return DEFAULT_SPLIT; + } + return split; + } + + public void setSplit(String split) { + this.split = split; + } +} diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/PropertyType.java similarity index 56% rename from neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java rename to neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/PropertyType.java index 3a4bdbdcf3..b3446de730 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/FieldType.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/element/PropertyType.java @@ -1,10 +1,12 @@ package com.alibaba.datax.plugin.writer.neo4jwriter.element; +import java.util.Arrays; + /** * @see org.neo4j.driver.Values * @author fuyouj */ -public enum FieldType { +public enum PropertyType { NULL, BOOLEAN, STRING, @@ -27,6 +29,12 @@ public enum FieldType { SHORT_ARRAY, DOUBLE_ARRAY, FLOAT_ARRAY, - Object_ARRAY + Object_ARRAY; + public static PropertyType fromStrIgnoreCase(String typeStr) { + return Arrays.stream(PropertyType.values()) + .filter(e -> e.name().equalsIgnoreCase(typeStr)) + .findFirst() + .orElse(PropertyType.STRING); + } } diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java index 6e5315281c..d7df79ffa3 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/exception/Neo4jErrorCode.java @@ -9,7 +9,7 @@ public enum Neo4jErrorCode implements ErrorCode { * Invalid configuration * 配置校验异常 */ - CONFIG_INVALID("NEO4J_ERROR_01","Invalid configuration"), + CONFIG_INVALID("NEO4J_ERROR_01","invalid configuration"), /** * database error * 在执行写入到数据库时抛出的异常,可能是权限异常,也可能是连接超时,或者是配置到了从节点。 diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java index a132d4fd46..1a2ca24c0c 100644 --- a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java @@ -7,7 +7,8 @@ import com.alibaba.datax.plugin.writer.mock.MockRecord; import com.alibaba.datax.plugin.writer.mock.MockUtil; import com.alibaba.datax.plugin.writer.neo4jwriter.Neo4jClient; -import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jField; +import com.alibaba.datax.plugin.writer.neo4jwriter.config.Neo4jProperty; +import com.alibaba.datax.plugin.writer.neo4jwriter.element.PropertyType; import org.junit.After; import org.junit.Before; import org.junit.Test; @@ -225,10 +226,10 @@ public void test_use_apoc_create_dynamic_label() { } - private Record mockAllTypeFieldTestNode(List neo4jFields) { + private Record mockAllTypeFieldTestNode(List neo4JProperties) { Record mock = new MockRecord(); - for (Neo4jField field : neo4jFields) { - mock.addColumn(MockUtil.mockColumnByType(field.getFieldType())); + for (Neo4jProperty field : neo4JProperties) { + mock.addColumn(MockUtil.mockColumnByType(PropertyType.fromStrIgnoreCase(field.getType()))); } return mock; } diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java index 5fd711353c..8f05f1e86e 100644 --- a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/mock/MockUtil.java @@ -2,7 +2,7 @@ import com.alibaba.datax.common.element.*; -import com.alibaba.datax.plugin.writer.neo4jwriter.element.FieldType; +import com.alibaba.datax.plugin.writer.neo4jwriter.element.PropertyType; import com.alibaba.fastjson2.JSON; import java.time.LocalDate; @@ -13,7 +13,7 @@ public class MockUtil { - public static Column mockColumnByType(FieldType type) { + public static Column mockColumnByType(PropertyType type) { Random random = new Random(); switch (type) { case SHORT: From f37f77a607fa453d2af0354e002845952b67b7ac Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Thu, 6 Jul 2023 23:23:15 +0800 Subject: [PATCH 10/16] =?UTF-8?q?=E4=BF=AE=E5=A4=8D=E6=89=93=E5=8C=85?= =?UTF-8?q?=E7=9B=AE=E5=BD=95=E6=8C=87=E5=AE=9A=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- neo4jwriter/pom.xml | 17 ++++------------- neo4jwriter/src/main/assembly/package.xml | 2 +- 2 files changed, 5 insertions(+), 14 deletions(-) diff --git a/neo4jwriter/pom.xml b/neo4jwriter/pom.xml index 25ee138ea2..a9ae43e93c 100644 --- a/neo4jwriter/pom.xml +++ b/neo4jwriter/pom.xml @@ -2,16 +2,15 @@ - 4.0.0 com.alibaba.datax datax-all 0.0.1-SNAPSHOT + 4.0.0 neo4jwriter - com.alibaba.datax - 0.0.1-SNAPSHOT + neo4jwriter jar @@ -55,15 +54,8 @@ test + - - - src/main/java - - **/*.properties - - - @@ -95,5 +87,4 @@ - - \ No newline at end of file + diff --git a/neo4jwriter/src/main/assembly/package.xml 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zB(%AWy?s-7m$%WS{u$O1aMouYh=|Y0y&8;(eMw%TbHy(XavkH)gh^vCb}merJ<(mg+wWgn&MJqfig5}D^*JNQXi=a6I)Cpm@7d4o*s zxm6`~B%T{U(e@Z+Jj~QycLSB=_TFj>0YZCx9=W2 zaqE9=pkP{EqYrV)=@%sT@lWl1WOMRUTh^Q0lCwo8CNqPt_K5|@m^zY6CZ%&u{s$); z>G=DTx6JeS*cuyIHb*D+u*-`ZJ5Dkri7<;X^lV;n)gIZA z%2GWz4o!#p$70HPl6fXUFETe<$n&$vR66IhHgVQ5 z#tZ3<*&BgiR4y{1aon-R967;Zu>{!fRv}q@k`c7{k#`G__`Fz`WV?WWv`xz)Mj%<-8K%JFCDu- zz_KO+oq%n>v<2|SAUEl`i0ubIdC-C$xJD_&vXj_F7WCfeL47W3KFAmQ=p@?$0LD!` z6W4b801R)!JLn&q z4<&hkhTgf(A1b?PwjPnWDj%um$DKrXeMmOa2rIooMWi&dcTO-q`pmDvR_V>bIpvPiEUw*?%Z2 zn*`fghR01;m@+WhUl%Q{8aG^wHFVcY4dQ{dQh}^tfByA Date: Fri, 7 Jul 2023 15:51:50 +0800 Subject: [PATCH 12/16] Update neo4jwriter.md --- neo4jwriter/doc/neo4jwriter.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/neo4jwriter/doc/neo4jwriter.md b/neo4jwriter/doc/neo4jwriter.md index 6ed40e8ce0..1e55e77e76 100644 --- a/neo4jwriter/doc/neo4jwriter.md +++ b/neo4jwriter/doc/neo4jwriter.md @@ -186,5 +186,6 @@ Object_ARRAY **datax 配置** Channel 20 batchsize = 1000 - -![](./benchmark.png) \ No newline at end of file +任务平均流量:15.23MB/s +记录写入速度:44440 rec/s +读出记录总数:2222013 From cc90994e17d0b1ce2c5b6e41a82f7d5fceb30e73 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Fri, 7 Jul 2023 21:00:42 +0800 Subject: [PATCH 13/16] =?UTF-8?q?=E5=8A=A0=E5=BC=BA=E5=B1=9E=E6=80=A7?= =?UTF-8?q?=E5=88=97=E5=92=8C=E6=BA=90=E6=95=B0=E6=8D=AE=E5=88=97=E7=9A=84?= =?UTF-8?q?=E6=A0=A1=E9=AA=8C=EF=BC=8C=E4=B8=8D=E5=8C=B9=E9=85=8D=E7=9B=B4?= =?UTF-8?q?=E6=8E=A5=E5=A4=B1=E8=B4=A5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../plugin/writer/neo4jwriter/Neo4jClient.java | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index fabcd0aa86..baa309fc91 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -198,13 +198,14 @@ public void tryWrite(Record record) { private MapValue checkAndConvert(Record record) { int sourceColNum = record.getColumnNumber(); - List neo4JProperties = writeConfig.neo4jProperties; - - int len = Math.min(sourceColNum, neo4JProperties.size()); - Map data = new HashMap<>(len * 4 / 3); - for (int i = 0; i < len; i++) { + List neo4jProperties = writeConfig.neo4jProperties; + if (neo4jProperties == null || neo4jProperties.size() != sourceColNum){ + throw new DataXException(Neo4jErrorCode.CONFIG_INVALID,"the read and write columns do not match!"); + } + Map data = new HashMap<>(sourceColNum * 4 / 3); + for (int i = 0; i < sourceColNum; i++) { Column column = record.getColumn(i); - Neo4jProperty neo4jProperty = neo4JProperties.get(i); + Neo4jProperty neo4jProperty = neo4jProperties.get(i); try { Value value = ValueAdapter.column2Value(column, neo4jProperty); From 7e302fcd1b933886a8f62fa2ed1d811f9b2a6c4e Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Fri, 7 Jul 2023 21:01:38 +0800 Subject: [PATCH 14/16] =?UTF-8?q?=E6=B5=8B=E8=AF=95=E6=96=B9=E6=B3=95?= =?UTF-8?q?=E5=91=BD=E5=90=8D=E9=A3=8E=E6=A0=BC=E6=94=B9=E4=B8=BA=E9=A9=BC?= =?UTF-8?q?=E5=B3=B0=EF=BC=9B=20=E6=9B=B4=E6=96=B0=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- neo4jwriter/doc/neo4jwriter.md | 16 +++++++++------- .../datax/plugin/writer/Neo4jWriterTest.java | 6 +++--- 2 files changed, 12 insertions(+), 10 deletions(-) diff --git a/neo4jwriter/doc/neo4jwriter.md b/neo4jwriter/doc/neo4jwriter.md index 1e55e77e76..0c6e356cfb 100644 --- a/neo4jwriter/doc/neo4jwriter.md +++ b/neo4jwriter/doc/neo4jwriter.md @@ -47,6 +47,7 @@ LOCAL_DATE, LOCAL_TIME, LOCAL_DATE_TIME, LIST, +//map类型支持 . 属性表达式取值 MAP, CHAR_ARRAY, BYTE_ARRAY, @@ -169,9 +170,10 @@ Object_ARRAY ## 注意事项 -* properties的定义的顺序需要与源端一一对应,但数量不必要对齐,neo4j writer 会取最小值。如果源端的数据列少于neo4j字段怎么办?建议将源端数据加工成json格式,在neo4j端将数据类型设置成map。在cypher中,可以根据jsonpath语法一直取值。比如 unwind $batch as row create (p) set p.name = row.properties.name,set p.age = row.properties.age -* 如果提示事务超时,建议调大事务运行时间或者调小batch_size -* 如果用于更新场景,会遇到死锁问题,建议二开源码加入死锁异常检测,并进行重试,开源版本不提供此功能。 +* properties定义的顺序需要与reader端顺序一一对应。 +* 灵活使用map类型,可以免去很多数据加工的烦恼。在cypher中,可以根据 . 属性访问符号一直取值。比如 unwind $batch as row create (p) set p.name = row.prop.name,set p.age = row.prop.age,在这个例子中,prop是map类型,包含name和age两个属性。 +* 如果提示事务超时,建议调大事务运行时间或者调小batchSize +* 如果用于更新场景,遇到死锁问题影响写入,建议二开源码加入死锁异常检测,并进行重试。 ## 性能报告 @@ -185,7 +187,7 @@ Object_ARRAY **datax 配置** -Channel 20 batchsize = 1000 -任务平均流量:15.23MB/s -记录写入速度:44440 rec/s -读出记录总数:2222013 +* Channel 20 batchsize = 1000 +* 任务平均流量:15.23MB/s +* 记录写入速度:44440 rec/s +* 读出记录总数:2222013 diff --git a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java index 1a2ca24c0c..53c9235e99 100644 --- a/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java +++ b/neo4jwriter/src/test/java/com/alibaba/datax/plugin/writer/Neo4jWriterTest.java @@ -87,7 +87,7 @@ public void init() { } @Test - public void test_create_node_all_type_field() { + public void testCreateNodeAllTypeField() { final Result checkExists = neo4jSession.run("MATCH (p:Person) RETURN p limit 1"); if (checkExists.hasNext()) { neo4jSession.run("MATCH (p:Person) delete p"); @@ -128,7 +128,7 @@ public void test_create_node_all_type_field() { * 所以先创建节点再模拟关系 */ @Test - public void test_create_relation() { + public void testCreateRelation() { final Result checkExists = neo4jSession.run("MATCH (p1:Person)-[r:LINK]->(p1:Person) return r limit 1"); if (checkExists.hasNext()) { neo4jSession.run("MATCH (p1:Person)-[r:LINK]->(p1:Person) delete r,p1,p2"); @@ -179,7 +179,7 @@ public void test_create_relation() { * neo4j中,Label和关系类型,想动态的写,需要借助于apoc函数 */ @Test - public void test_use_apoc_create_dynamic_label() { + public void testUseApocCreateDynamicLabel() { List dynamicLabel = new ArrayList<>(); for (int i = 0; i < MOCK_NUM; i++) { dynamicLabel.add("Label" + i); From c18f6f82254941e75d39fd6630a727aacd92abca Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Mon, 10 Jul 2023 13:07:06 +0800 Subject: [PATCH 15/16] Update Neo4jClient.java MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 事务运行时间和驱动链接时间赋默认值,与插件文档描述一致 --- .../writer/neo4jwriter/Neo4jClient.java | 25 ++++++++----------- 1 file changed, 10 insertions(+), 15 deletions(-) diff --git a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java index baa309fc91..4451bbdf2d 100644 --- a/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java +++ b/neo4jwriter/src/main/java/com/alibaba/datax/plugin/writer/neo4jwriter/Neo4jClient.java @@ -92,22 +92,17 @@ private static Driver buildNeo4jDriver(Configuration config) { //connection timeout //连接超时时间 - Long maxConnTime = config.getLong(MAX_CONNECTION_TIMEOUT_SECONDS.getKey()); - if (maxConnTime != null && maxConnTime > 0) { - configBuilder - .withConnectionAcquisitionTimeout( - maxConnTime * 2, TimeUnit.SECONDS) - .withConnectionTimeout(maxConnTime, TimeUnit.SECONDS); - } + Long maxConnTime = config.getLong(MAX_CONNECTION_TIMEOUT_SECONDS.getKey(), MAX_TRANSACTION_RETRY_TIME.getDefaultValue()); + configBuilder + .withConnectionAcquisitionTimeout( + maxConnTime * 2, TimeUnit.SECONDS) + .withConnectionTimeout(maxConnTime, TimeUnit.SECONDS); + //transaction timeout //事务运行超时时间 - Long txRetryTime = config.getLong(MAX_TRANSACTION_RETRY_TIME.getKey()); - if (txRetryTime != null && txRetryTime > 0) { - configBuilder.withMaxTransactionRetryTime( - txRetryTime, TimeUnit.SECONDS); - } - + Long txRetryTime = config.getLong(MAX_TRANSACTION_RETRY_TIME.getKey(), MAX_TRANSACTION_RETRY_TIME.getDefaultValue()); + configBuilder.withMaxTransactionRetryTime(txRetryTime, TimeUnit.SECONDS); String username = config.getString(USERNAME.getKey()); String password = config.getString(PASSWORD.getKey()); String bearerToken = config.getString(BEARER_TOKEN.getKey()); @@ -199,8 +194,8 @@ public void tryWrite(Record record) { private MapValue checkAndConvert(Record record) { int sourceColNum = record.getColumnNumber(); List neo4jProperties = writeConfig.neo4jProperties; - if (neo4jProperties == null || neo4jProperties.size() != sourceColNum){ - throw new DataXException(Neo4jErrorCode.CONFIG_INVALID,"the read and write columns do not match!"); + if (neo4jProperties == null || neo4jProperties.size() != sourceColNum) { + throw new DataXException(Neo4jErrorCode.CONFIG_INVALID, "the read and write columns do not match!"); } Map data = new HashMap<>(sourceColNum * 4 / 3); for (int i = 0; i < sourceColNum; i++) { From ec3b972b7bdaa2ccc4493039a8af4d6e15f94265 Mon Sep 17 00:00:00 2001 From: FuYouJ <1247908487@qq.com> Date: Tue, 11 Jul 2023 17:59:22 +0800 Subject: [PATCH 16/16] =?UTF-8?q?=E6=9B=B4=E6=96=B0=20README.md=20?= =?UTF-8?q?=E6=B7=BB=E5=8A=A0neo4j?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 更新 README.md 添加neo4j --- README.md | 99 ++++++++++++++++++++++++++++--------------------------- 1 file changed, 51 insertions(+), 48 deletions(-) diff --git a/README.md b/README.md index 01bbc3ea45..2cb080de07 100644 --- a/README.md +++ b/README.md @@ -37,47 +37,50 @@ DataX本身作为数据同步框架,将不同数据源的同步抽象为从源 DataX目前已经有了比较全面的插件体系,主流的RDBMS数据库、NOSQL、大数据计算系统都已经接入,目前支持数据如下图,详情请点击:[DataX数据源参考指南](https://github.com/alibaba/DataX/wiki/DataX-all-data-channels) -| 类型 | 数据源 | Reader(读) | Writer(写) | 文档 | -|--------------|---------------------------|:---------:|:---------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:| -| RDBMS 关系型数据库 | MySQL | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md) | -| | Oracle | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md) | -| | OceanBase | √ | √ | [读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) | -| | SQLServer | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md) | -| | PostgreSQL | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md) | -| | DRDS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) | -| | Kingbase | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) | -| | 通用RDBMS(支持所有关系型数据库) | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md) | -| 阿里云数仓数据存储 | ODPS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md) | -| | ADB | | √ | [写](https://github.com/alibaba/DataX/blob/master/adbmysqlwriter/doc/adbmysqlwriter.md) | -| | ADS | | √ | [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md) | -| | OSS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md) | -| | OCS | | √ | [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md) | -| | Hologres | | √ | [写](https://github.com/alibaba/DataX/blob/master/hologresjdbcwriter/doc/hologresjdbcwriter.md) | -| | AnalyticDB For PostgreSQL | | √ | 写 | -| 阿里云中间件 | datahub | √ | √ | 读 、写 | -| | SLS | √ | √ | 读 、写 | -| 阿里云图数据库 | GDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/gdbreader/doc/gdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/gdbwriter/doc/gdbwriter.md) | -| NoSQL数据存储 | OTS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md) | -| | Hbase0.94 | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md) | -| | Hbase1.1 | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md) | -| | Phoenix4.x | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md) | -| | Phoenix5.x | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md) | -| | MongoDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md) | -| | Cassandra | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md) | -| 数仓数据存储 | StarRocks | √ | √ | 读 、[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md) | -| | ApacheDoris | | √ | [写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md) | -| | ClickHouse | | √ | 写 | -| | Databend | | √ | [写](https://github.com/alibaba/DataX/blob/master/databendwriter/doc/databendwriter.md) | -| | Hive | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | -| | kudu | | √ | [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | -| | selectdb | | √ | [写](https://github.com/alibaba/DataX/blob/master/selectdbwriter/doc/selectdbwriter.md) | -| 无结构化数据存储 | TxtFile | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md) | -| | FTP | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md) | -| | HDFS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | -| | Elasticsearch | | √ | [写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md) | -| 时间序列数据库 | OpenTSDB | √ | | [读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md) | -| | TSDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md) | -| | TDengine | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md) | +| 类型 | 数据源 | Reader(读) | Writer(写) | 文档 | +| ------------------ | ------------------------------- | :--------: | :--------: | :----------------------------------------------------------: | +| RDBMS 关系型数据库 | MySQL | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md) | +| | Oracle | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md) | +| | OceanBase | √ | √ | [读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) | +| | SQLServer | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md) | +| | PostgreSQL | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md) | +| | DRDS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) | +| | Kingbase | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) | +| | 通用RDBMS(支持所有关系型数据库) | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md) | +| 阿里云数仓数据存储 | ODPS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md) | +| | ADB | | √ | [写](https://github.com/alibaba/DataX/blob/master/adbmysqlwriter/doc/adbmysqlwriter.md) | +| | ADS | | √ | [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md) | +| | OSS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md) | +| | OCS | | √ | [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md) | +| | Hologres | | √ | [写](https://github.com/alibaba/DataX/blob/master/hologresjdbcwriter/doc/hologresjdbcwriter.md) | +| | AnalyticDB For PostgreSQL | | √ | 写 | +| 阿里云中间件 | datahub | √ | √ | 读 、写 | +| | SLS | √ | √ | 读 、写 | +| 图数据库 | 阿里云 GDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/gdbreader/doc/gdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/gdbwriter/doc/gdbwriter.md) | +| | Neo4j | | √ | 写 | +| NoSQL数据存储 | OTS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md) | +| | Hbase0.94 | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md) | +| | Hbase1.1 | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md) | +| | Phoenix4.x | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md) | +| | Phoenix5.x | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md) | +| | MongoDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md) | +| | Cassandra | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md) | +| 数仓数据存储 | StarRocks | √ | √ | 读 、[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md) | +| | ApacheDoris | | √ | [写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md) | +| | ClickHouse | | √ | 写 | +| | Databend | | √ | [写](https://github.com/alibaba/DataX/blob/master/databendwriter/doc/databendwriter.md) | +| | Hive | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | +| | kudu | | √ | [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | +| | selectdb | | √ | [写](https://github.com/alibaba/DataX/blob/master/selectdbwriter/doc/selectdbwriter.md) | +| 无结构化数据存储 | TxtFile | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md) | +| | FTP | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md) | +| | HDFS | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) | +| | Elasticsearch | | √ | [写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md) | +| 时间序列数据库 | OpenTSDB | √ | | [读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md) | +| | TSDB | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md) | +| | TDengine | √ | √ | [读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md) | + + # 阿里云DataWorks数据集成 @@ -94,11 +97,11 @@ DataX目前已经有了比较全面的插件体系,主流的RDBMS数据库、N - 新增比如:DB2、Kafka、Hologres、MetaQ、SAPHANA、达梦等等,持续扩充中 - 离线同步支持的数据源:https://help.aliyun.com/document_detail/137670.html - 具备同步解决方案: - - 解决方案系统:https://help.aliyun.com/document_detail/171765.html - - 一键全增量:https://help.aliyun.com/document_detail/175676.html - - 整库迁移:https://help.aliyun.com/document_detail/137809.html - - 批量上云:https://help.aliyun.com/document_detail/146671.html - - 更新更多能力请访问:https://help.aliyun.com/document_detail/137663.html + - 解决方案系统:https://help.aliyun.com/document_detail/171765.html + - 一键全增量:https://help.aliyun.com/document_detail/175676.html + - 整库迁移:https://help.aliyun.com/document_detail/137809.html + - 批量上云:https://help.aliyun.com/document_detail/146671.html + - 更新更多能力请访问:https://help.aliyun.com/document_detail/137663.html # 我要开发新的插件 @@ -119,10 +122,10 @@ DataX 后续计划月度迭代更新,也欢迎感兴趣的同学提交 Pull re - 涉及通道能力更新(OceanBase、Tdengine、Doris等) - [datax_v202209](https://github.com/alibaba/DataX/releases/tag/datax_v202209) - - 涉及通道能力更新(MaxCompute、Datahub、SLS等)、安全漏洞更新、通用打包更新等 + - 涉及通道能力更新(MaxCompute、Datahub、SLS等)、安全漏洞更新、通用打包更新等 - [datax_v202205](https://github.com/alibaba/DataX/releases/tag/datax_v202205) - - 涉及通道能力更新(MaxCompute、Hologres、OSS、Tdengine等)、安全漏洞更新、通用打包更新等 + - 涉及通道能力更新(MaxCompute、Hologres、OSS、Tdengine等)、安全漏洞更新、通用打包更新等 # 项目成员