Created
July 22, 2015 02:53
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A sample AWS DataPipeline configuration which loads CSV data from S3 to DynamoDB
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{ | |
"objects": [ | |
{ | |
"schedule": { | |
"ref": "DefaultSchedule" | |
}, | |
"writeThroughputPercent": "0.95", | |
"dataFormat": { | |
"ref": "DynamoDBDataFormatId_suGD7" | |
}, | |
"name": "OutputDynamoDBTable", | |
"id": "DataNodeId_h3tjF", | |
"type": "DynamoDBDataNode", | |
"region": "eu-west-1", | |
"tableName": "test-import-table" | |
}, | |
{ | |
"name": "InputCSVFormat", | |
"column": [ | |
"col_a string", | |
"col_b string", | |
"col_c string", | |
"col_d string", | |
"col_e string", | |
"col_f string", | |
"col_g string", | |
"col_h bigint", | |
"col_i bigint" | |
], | |
"id": "DataFormatId_yYuAT", | |
"type": "CSV" | |
}, | |
{ | |
"schedule": { | |
"ref": "DefaultSchedule" | |
}, | |
"directoryPath": "s3://dynamodb-imports/test", | |
"dataFormat": { | |
"ref": "DataFormatId_yYuAT" | |
}, | |
"name": "InputS3Data", | |
"id": "DataNodeId_KlnIq", | |
"type": "S3DataNode" | |
}, | |
{ | |
"failureAndRerunMode": "CASCADE", | |
"schedule": { | |
"ref": "DefaultSchedule" | |
}, | |
"resourceRole": "DataPipelineDefaultResourceRole", | |
"role": "DataPipelineDefaultRole", | |
"pipelineLogUri": "s3://dynamodb-import-logs/", | |
"scheduleType": "cron", | |
"name": "Default", | |
"id": "Default" | |
}, | |
{ | |
"output": { | |
"ref": "DataNodeId_h3tjF" | |
}, | |
"input": { | |
"ref": "DataNodeId_KlnIq" | |
}, | |
"schedule": { | |
"ref": "DefaultSchedule" | |
}, | |
"name": "CSVImportActivity", | |
"hiveScript": "INSERT OVERWRITE TABLE ${output1} SELECT * FROM ${input1};", | |
"id": "ActivityId_lGBRA", | |
"runsOn": { | |
"ref": "EmrClusterId_gxpFR" | |
}, | |
"type": "HiveActivity" | |
}, | |
{ | |
"occurrences": "1", | |
"period": "1 Day", | |
"name": "RunOnce", | |
"id": "DefaultSchedule", | |
"type": "Schedule", | |
"startAt": "FIRST_ACTIVATION_DATE_TIME" | |
}, | |
{ | |
"schedule": { | |
"ref": "DefaultSchedule" | |
}, | |
"name": "TestCSVImportCluster", | |
"coreInstanceType": "m1.medium", | |
"coreInstanceCount": "1", | |
"masterInstanceType": "m1.medium", | |
"amiVersion": "3.8.0", | |
"id": "EmrClusterId_gxpFR", | |
"region": "eu-west-1", | |
"type": "EmrCluster", | |
"terminateAfter": "10 Hours" | |
}, | |
{ | |
"name": "OutputDynamoDBDataFormat", | |
"column": [ | |
"col_a string", | |
"col_b string", | |
"col_c string", | |
"col_d string", | |
"col_e string", | |
"col_f string", | |
"col_g string", | |
"col_h bigint", | |
"col_i bigint" | |
], | |
"id": "DynamoDBDataFormatId_suGD7", | |
"type": "DynamoDBDataFormat" | |
} | |
], | |
"parameters": [] | |
} |
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