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{
"stages": [
{
"type": "RateExtract",
"name": "create a streaming source",
"environments": [
"test"
],
"outputView": "stream",
"rowsPerSecond": ${ETL_CONF_ROWS_PER_SECOND},
"rampUpTime": 0,
"numPartitions": 1
},
{
"type": "SQLTransform",
"name": "generate fake data",
"environments": [
"test"
],
"inputURI": "/opt/tutorial/streaming/job/0/create_random_data.sql",
"outputView": "random_customer",
"persist": false
},
{
"type": "TypingTransform",
"name": "apply data types to fake data",
"environments": [
"test"
],
"inputURI": "/opt/tutorial/streaming/job/0/fake_data_meta.json",
"inputView": "random_customer",
"outputView": "random_customer_typed",
"persist": false
},
{
"type": "TensorFlowServingTransform",
"name": "call model to create new credit_score on fake data",
"environments": [
"test"
],
"inputView": "random_customer_typed",
"inputField": "credit_score",
"outputView": "random_customer_augmented",
"uri": "http://resources_tensorflow_serving_1:9001/v1/models/simple/versions/1:predict",
"batchSize": 100,
"persist": false
},
{
"type": "ConsoleLoad",
"name": "print the results to the console",
"environments": [
"test"
],
"inputView": "random_customer_augmented",
"outputMode": "Append"
}
]
}
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