orientdb慢速分布式etl导入
我有一个如下所示的ETL,只是我们从mysql中提取了8个字段,有8个顶点类和7个边缘类orientdb慢速分布式etl导入,orientdb,orientdb-2.1,Orientdb,Orientdb 2.1,我有一个如下所示的ETL,只是我们从mysql中提取了8个字段,有8个顶点类和7个边缘类 { "config": { "parallel": true }, "extractor": { "jdbc": { "driver": "com.mysql.jdbc.Driver", "url": "jdbc:mysql://<some IP>/car_database",
{
"config": {
"parallel": true
},
"extractor": {
"jdbc": {
"driver": "com.mysql.jdbc.Driver",
"url": "jdbc:mysql://<some IP>/car_database",
"userName": "admin",
"userPassword": "admin",
"query": "select uid, type, color, age from car_info;",
"fetchSize": -2147483648
}
},
"transformers": [
{
"vertex": {
"class": "Car"
}
},
{
"field": {
"fieldName": "value",
"expression": "uid"
}
},
{
"edge": {
"class": "HasType",
"lookup": "Type.value",
"joinFieldName": "type",
"unresolvedLinkAction": "CREATE"
}
},
{
"edge": {
"class": "HasColor",
"lookup": "Color.value",
"joinFieldName": "color",
"unresolvedLinkAction": "CREATE"
}
},
{
"edge": {
"class": "HasAge",
"lookup": "Age.value",
"joinFieldName": "age",
"unresolvedLinkAction": "CREATE"
}
},
{
"field": {
"fieldNames" : [
"uid",
"type",
"color",
"age"
],
"operation": "remove"
}
}
],
"loader": {
"orientdb": {
"dbURL": "remote:<some IP >/CarGraph",
"dbType": "graph",
"txUseLog": false,
"wal": false,
"tx": false,
"batchCommit": 1000,
"classes": [
{
"name": "Car",
"extends": "V"
},
{
"name": "Type",
"extends": "V"
},
{
"name": "HasType",
"extends": "E"
},
{
"name": "Color",
"extends": "V"
},
{
"name": "HasColor",
"extends": "E"
},
{
"name": "Age",
"extends": "V"
},
{
"name": "HasAge",
"extends": "E"
}
],
"indexes": [
{
"class": "Car",
"fields": [
"value:string"
],
"type": "UNIQUE"
},
{
"class": "Type",
"fields": [
"value:string"
],
"type": "UNIQUE"
},
{
"class": "Color",
"fields": [
"value:string"
],
"type": "UNIQUE"
},
{
"class": "Age",
"fields": [
"value:string"
],
"type": "UNIQUE"
}
]
}
}
}
{
“配置”:{
“平行”:正确
},
“提取器”:{
“jdbc”:{
“驱动程序”:“com.mysql.jdbc.driver”,
“url”:“jdbc:mysql:///car_database",
“用户名”:“管理员”,
“用户密码”:“管理员”,
“查询”:“从车辆信息中选择uid、类型、颜色、年龄”,
“fetchSize”:-2147483648
}
},
“变形金刚”:[
{
“顶点”:{
“类别”:“汽车”
}
},
{
“字段”:{
“字段名”:“值”,
“表达式”:“uid”
}
},
{
“边缘”:{
“类”:“HasType”,
“查找”:“Type.value”,
“joinFieldName”:“类型”,
“UnsolvedLinkAction”:“创建”
}
},
{
“边缘”:{
“类”:“HasColor”,
“查找”:“Color.value”,
“joinFieldName”:“颜色”,
“UnsolvedLinkAction”:“创建”
}
},
{
“边缘”:{
“类”:“HasAge”,
“查找”:“Age.value”,
“joinFieldName”:“年龄”,
“UnsolvedLinkAction”:“创建”
}
},
{
“字段”:{
“字段名”:[
“uid”,
“类型”,
“颜色”,
“年龄”
],
“操作”:“删除”
}
}
],
“加载器”:{
“orientdb”:{
“dbURL”:“远程:/CarGraph”,
“dbType”:“graph”,
“txUseLog”:错误,
“沃尔”:错,
“tx”:错误,
“batchCommit”:1000,
“类别”:[
{
“名称”:“汽车”,
“扩展”:“V”
},
{
“名称”:“类型”,
“扩展”:“V”
},
{
“名称”:“HasType”,
“扩展”:“E”
},
{
“名称”:“颜色”,
“扩展”:“V”
},
{
“名称”:“HasColor”,
“扩展”:“E”
},
{
“姓名”:“年龄”,
“扩展”:“V”
},
{
“姓名”:“HasAge”,
“扩展”:“E”
}
],
“索引”:[
{
“类”:“汽车”,
“字段”:[
“值:字符串”
],
“类型”:“唯一”
},
{
“类”:“类型”,
“字段”:[
“值:字符串”
],
“类型”:“唯一”
},
{
“类”:“颜色”,
“字段”:[
“值:字符串”
],
“类型”:“唯一”
},
{
“阶级”:“年龄”,
“字段”:[
“值:字符串”
],
“类型”:“唯一”
}
]
}
}
}
以下是我的默认分布式db cofig文件:
{
"autoDeploy": true,
"hotAlignment": false,
"executionMode": "undefined",
"readQuorum": 1,
"writeQuorum": 1,
"failureAvailableNodesLessQuorum": false,
"readYourWrites": true,
"servers": {
"*": "master"
},
"clusters": {
"internal": {
},
"index": {
},
"*": {
"servers": ["<NEW_NODE>"]
}
}
}
{
“自动部署”:正确,
“热校准”:错误,
“executionMode”:“未定义”,
“readQuorum”:1,
“书面形式”:1,
“FailureAvailableNodeLessQuarum”:false,
“readYourWrites”:没错,
“服务器”:{
“*”:“主控”
},
“集群”:{
“内部”:{
},
“索引”:{
},
"*": {
“服务器”:[“”]
}
}
}
我正在尝试实现一个orient集群,目前在不同的服务器上有两个节点。当我在其中一个图形框上运行导入时(当前QA环境中只有200行,prod将超过3500万),我看到每秒加载1-3个节点,即使仲裁设置为1。我尝试了5-6种不同的组合,切换并行、仲裁值、不同的服务器设置,但只要加载程序指向远程数据库,它就会非常慢
同样的etl在我的本地机器上以1500-2000/s的速度运行,形成一个plocal图形
我发现的最快的方法是在加载程序指向plocal图形的情况下运行导入。然后,一旦完成,重新启动分布式服务器,并允许2个节点同步
是否有我缺少的东西,或者某些服务器配置可能导致导入速度太慢?
定向版本2.1.6 remote+distributed比Single plocal实例慢得多,所以对我来说是有意义的。@Lvca从每秒1000-2000个节点降低到每秒1-3个节点?哎哟,谢谢你提醒我。每秒1-3次这绝对不正常。对于3个节点,它应该大约为3k/秒。你能试用一下parallel和v2.1.7吗?今天我们将添加另一个节点,并试用一些2.1.8版本的导入。