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BulkloadV1 Ingestion in Amorphic

  • Create a Bulk Load Process in Amorphic which ingest data from multiple SQL tables and regularly stores it in a specified target location.
  • The Bulk Load process should be updatable

  • This use case can be satisfied with various Amorphic Resources like

    • Connections
    • Tasks
    • Schedules

The CLI offers 3 subcommands for this purpose which are

  • amorphic-cli ingestion create_or_update_connections
  • amorphic-cli ingestion create_or_update_tasks
  • amorphic-cli ingestion create_or_update_schedules

Steps Required:

  1. Create a connection with the target SQL database in Amorphic with the required configuration data

amorphic-cli ingestion create_or_update_connections --filepath conn_config.json

The connection details are passed through the configuration file in JSON

Output: Successful connection creation returns the connection id

  1. Create a task that takes connection id, load type, and config JSON as input

amorphic-cli ingestion create_or_update_tasks --filepath task_config.json" --connectionId “id” --loadtype v1

The task details are passed through configuration files in JSON

The connection id is passed as a flag Output: Successful task creation creates a task associated with a given connection and returns the task id

  1. Create a schedule that takes task id and task configuration as input

amorphic-cli ingestion create_or_update_schedules --taskId "taskid" --filepath schedule_config.json

The schedule details are passed through a config file in JSON
Task id is passed as flag
Output: Successful schedule creation return schedule ID

Updating existing setup: Rerun the commands after modifying the values in the config file
NOTE: not every value in the config files is updatable