Google Cloud Storage Avro Sink
Introduction
A batch sink for writing to Google Cloud Storage in Avro format.
Use-case
This source is used whenever you need to write to Google Cloud Storage in Avro format. For example, you might want to create daily snapshots of a database by reading the entire contents of a table, writing to this sink, and then other programs can analyze the contents of the specified file. The output of the run will be stored in a directory with the name user customized in a specified bucket in google cloud storage.
Properties
referenceName:This will be used to uniquely identify this sink for lineage, annotating metadata, etc.
projectID: Google Cloud Project ID which has the access to a specified bucket.
jsonKey:The json certificate file of the service account used for GCS access
path: the directory inside the bucket where the data is stored. Need to be a new directory.
bucketKey: The bucket inside google cloud storage to store the data.
fileSystemProperties: JSON string representing a map of properties needed for the distributed file system.The property names needed for GCS (projectID and jsonKeyFile) will be included as 'fs.gs.project.id'
and 'google.cloud.auth.service.account.json.keyfile'
.
schema:The Avro schema of the record being written to the sink as a JSON object.
Requirements
- User should provide the correct project id which he has access to.
- User should provide the path to the JSON KEY FILE of the service account which has the create permission of the bucket.
- User should specify a bucket inside the google cloud storage.
- User should first get a JSON KEY File of a proper service account and upload it to the cluster node so that CDAP fetch this key file.
Example
This example will write to an Google Cloud Storage output located at gs://bucket/directory. It will write data in Avro format using the given schema. Every time the pipeline runs, user should specified a new directory name.
{ "name": "GCSAvro", "plugin": { "name": "GCSAvro", "type": "batchsink", "label": "GCSAvro", "artifact": { "name": "core-plugins", "version": "1.4.0-SNAPSHOT", "scope": "SYSTEM" }, "properties": { "schema": "{ \"type\":\"record\", \"name\":\"etlSchemaBody\", \"fields\":[ {\"name\":\"ts\",\"type\":\"long\"}, {\"name\":\"body\",\"type\":\"string\"}]}", "Bucket_Key": "bucket", "path_to_store": "directory", "Project_Id": "projectid", "Json_Key_File": "path_to_jsonKeyFile", "referenceName": "name" } } }