Azure Data Lake Storage This guide shows you how to import data from files stored in Azure Data Lake Storage Gen2 (ADLS Gen2)
Enable the Azure Data Lake Storage using the pinot-adls plugin. In the controller or server, add the config:
Copy -Dplugins.dir=/opt/pinot/plugins -Dplugins.include=pinot-adls
By default Pinot loads all the plugins, so you can just drop this plugin there. Also, if you specify -Dplugins.include, you need to put all the plugins you want to use, e.g. pinot-json, pinot-avro , pinot-kafka-2.0...
Azure Blob Storage provides the following options:
accountName: Name of the Azure account under which the storage is created.
accessKey: Access key required for the authentication.
fileSystemName: Name of the file system to use, for example, the container name (similar to the bucket name in S3).
enableChecksum: Enable MD5 checksum for verification. Default is false.
Each of these properties should be prefixed by pinot.[node].storage.factory.class.adl2. where node is either controller or server depending on the config, like this:
Copy pinot.controller.storage.factory.class.adl2.accountName=test-user Examples
Job spec
Copy executionFrameworkSpec :
name : 'standalone'
segmentGenerationJobRunnerClassName: 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentGenerationJobRunner'
segmentTarPushJobRunnerClassName : 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentTarPushJobRunner'
segmentUriPushJobRunnerClassName : 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentUriPushJobRunner'
jobType : SegmentCreationAndTarPush
inputDirURI : 'adl2://path/to/input/directory/'
outputDirURI : 'adl2://path/to/output/directory/'
overwriteOutput : true
pinotFSSpecs :
- scheme : adl2
className : org.apache.pinot.plugin.filesystem.ADLSGen2PinotFS
configs :
accountName : 'my-account'
accessKey : 'foo-bar-1234'
fileSystemName : 'fs-name'
recordReaderSpec :
dataFormat : 'csv'
className : 'org.apache.pinot.plugin.inputformat.csv.CSVRecordReader'
configClassName : 'org.apache.pinot.plugin.inputformat.csv.CSVRecordReaderConfig'
tableSpec :
tableName : 'students'
pinotClusterSpecs :
- controllerURI : 'http://localhost:9000' Controller config
Copy controller.data.dir=adl2://path/to/data/directory/
controller.local.temp.dir=/path/to/local/temp/directory
controller.enable.split.commit=true
pinot.controller.storage.factory.class.adl2=org.apache.pinot.plugin.filesystem.ADLSGen2PinotFS
pinot.controller.storage.factory.adl2.accountName=my-account
pinot.controller.storage.factory.adl2.accessKey=foo-bar-1234
pinot.controller.storage.factory.adl2.fileSystemName=fs-name
pinot.controller.segment.fetcher.protocols=file,http,adl2
pinot.controller.segment.fetcher.adl2.class=org.apache.pinot.common.utils.fetcher.PinotFSSegmentFetcher Server config
Copy pinot.server.instance.enable.split.commit=true
pinot.server.storage.factory.class.adl2=org.apache.pinot.plugin.filesystem.ADLSGen2PinotFS
pinot.server.storage.factory.adl2.accountName=my-account
pinot.server.storage.factory.adl2.accessKey=foo-bar-1234
pinot.controller.storage.factory.adl2.fileSystemName=fs-name
pinot.server.segment.fetcher.protocols=file,http,adl2
pinot.server.segment.fetcher.adl2.class=org.apache.pinot.common.utils.fetcher.PinotFSSegmentFetcher Minion config
Copy storage.factory.class.adl2=org.apache.pinot.plugin.filesystem.ADLSGen2PinotFS
storage.factory.adl2.accountName=my-account
storage.factory.adl2.fileSystemName=fs-name
storage.factory.adl2.accessKey=foo-bar-1234
segment.fetcher.protocols=file,http,adl2
segment.fetcher.adl2.class=org.apache.pinot.common.utils.fetcher.PinotFSSegmentFetcher