{"objects":[{"metadata":{"identifier":{"packageName":"Matillion Exchange","name":"Shopify Incremental Load","revision":1,"type":"DYNAMIC"},"rootJobReference":{"name":"Shopify - 1 - Orchestrator","type":"ORCHESTRATION","parameterMetadata":[{"slot":2,"variableName":"url","variableType":"SCALAR","displayName":"URL","description":"Provide the URL of the Shopify server from which data is to be sourced","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":3,"variableName":"app_id","variableType":"SCALAR","displayName":"Application ID","description":"Provide the AppID for your Shopify developer app. Within the Shopify portal, this is known as an API Key","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":4,"variableName":"password","variableType":"SCALAR","displayName":"Password","description":"Provide the login password for the chosen Shopify server","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":5,"variableName":"source_list","variableType":"GRID","displayName":"Tables and Columns","description":"Contains the list of tables and columns to be processed. The incremental_column should be set to 1 to indicate which column the incremental load is to be based on, 0 otherwise. There should be only 1 incremental column per table","defaultValue":[{"values":{"1":""}}],"defaultValueType":null,"required":true},{"slot":6,"variableName":"advanced_connection_options","variableType":"GRID","displayName":"Connection Options","description":"A list of values and parameters. Parameters and their allowed values are database/driver specific. Referring to the data model will provide insight of what you could provide here.\n<br>\nThey are usually not required as sensible defaults are assumed.","defaultValue":[{"values":{"1":""}}],"defaultValueType":null,"required":true},{"slot":7,"variableName":"load_concurrent","variableType":"SCALAR","displayName":"Load Concurrent","description":"Sequential - Iterations are done in sequence, waiting for each to complete before starting the next. \nThis is the default.\n<br>\nConcurrent - Iterations are run concurrently. This requires all \"Variables to Iterate\" to be defined as\n<a href=\"https://redshiftsupport.matillion.com/customer/portal/articles/2037630?b_id=8915#header1\" target=\"_blank\"><i>Copied</i> variables</a>, so that each iteration gets its own copy of the variable isolated from the same\nvariable being used by other concurrent executions.\n<span class=\"env rs sf\"><br><b>Note:</b> The maximum concurrency is limited by the number of available threads (2x the number of virtual cpus on your cloud instance).</span>","defaultValue":[{"values":{"1":"Concurrent"}}],"defaultValueType":"TEXT","required":true},{"slot":8,"variableName":"s3_bucket_name","variableType":"SCALAR","displayName":"S3 Bucket Name","description":"<span class=\"env sf\">(AWS Only) </span>The name of an S3 bucket for temporary storage. Ensure your access credentials have S3 access and permission to write to the bucket. See <a href=\"https://redshiftsupport.matillion.com/customer/portal/articles/2054760\" target=\"_blank\">this document</a> for details on setting up access. The temporary objects created in this bucket will be removed again after the load completes, they are not kept.<br>\n<span class=\"env sf\">This property is available when using an Existing Amazon S3 Location for Staging.</span>","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":9,"variableName":"dist_style","variableType":"SCALAR","displayName":"Distribution Style","description":"<b>Even:</b> Distributes rows around the Redshift cluster evenly.<br>\n<b>All:</b> Copy rows to all nodes in the Redshift cluster.<br>\nTable distribution is critical to good performance. See the <a href=\"http://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables-distribution.html\" target=\"_blank\">Amazon Redshift</a> documentation for more information.","defaultValue":[{"values":{"1":"Even"}}],"defaultValueType":"TEXT","required":true},{"slot":10,"variableName":"stage_prefix","variableType":"SCALAR","displayName":"Stage Prefix","description":"A prefix value that will be added to the start of the stage table names.\n<br>\ne.g. If a Stage Prefix of 'stage_' is specified and the table being processed is named 'test_data' then the target table will be named 'stage_test_data'.","defaultValue":[{"values":{"1":"stage_"}}],"defaultValueType":"TEXT","required":true},{"slot":11,"variableName":"stage_schema","variableType":"SCALAR","displayName":"Stage Schema","description":"The schema name where the staging data will be stored.","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":12,"variableName":"target_prefix","variableType":"SCALAR","displayName":"Target Prefix","description":"A prefix value that will be added to the start of the target table names.\n<br>\ne.g. If a Target Prefix of 'target_' is specified and the table being processed is named 'test_data' then the target table will be named 'target_test_data'.","defaultValue":[{"values":{"1":"target_"}}],"defaultValueType":"TEXT","required":false},{"slot":13,"variableName":"target_schema","variableType":"SCALAR","displayName":"Target Schema","description":"The schema name where the target data will be stored.","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":14,"variableName":"encryption_method","variableType":"SCALAR","displayName":"Encryption Method","description":"<span class=\"env sf\">(AWS Only) </span>Decide on how the files are encrypted inside the S3 Bucket.<span class=\"env sf\">This property is available when using an Existing Amazon S3 Location for Staging.</span><br>\n                <b>None:</b> No encryption.<br>\n                <b>SSE KMS:</b> Encrypt the data according to a key stored on <a href=\"https://aws.amazon.com/kms/\" target=\"_blank\">KMS</a>.<br>\n                <b>SSE S3:</b> Encrypt the data according to a key stored on an <a href=\"http://docs.aws.amazon.com/AmazonS3/latest/dev/UsingServerSideEncryption.html\" target=\"_blank\">S3 bucket</a>","defaultValue":[{"values":{"1":"None"}}],"defaultValueType":"TEXT","required":true},{"slot":15,"variableName":"kms_key_id","variableType":"SCALAR","displayName":"KMS Key ID","description":"The ID of the KMS encryption key you have chosen to use in the 'Encryption' property.","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":false},{"slot":16,"variableName":"log_metrics","variableType":"SCALAR","displayName":"Log Metrics","description":"TRUE or FALSE","defaultValue":[{"values":{"1":"TRUE"}}],"defaultValueType":"TEXT","required":true}]},"orchestrationJobs":["Shopify - 1 - Orchestrator","Shopify- 4 - Query Source","Shopify - 2 - Wrapper","Shopify- 3 - Stage Object"],"transformationJobs":[],"imageMetadata":{"componentIcon":"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","smallIcon":"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"},"description":"","helpHtml":"<div class=\"mtln\"><img src=\"data:image/png;base64,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\"><h3>Shopify Incremental Load</h3><p style='white-space: pre-line; word-wrap: break-word;'></p><h3>Properties</h3><table><tbody><tr><th>Property</th><th>Type</th><th>Description</th></tr><tr><td>URL</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>Provide the URL of the Shopify server from which data is to be sourced</td></tr><tr><td>Application ID</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>Provide the AppID for your Shopify developer app. Within the Shopify portal, this is known as an API Key</td></tr><tr><td>Password</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>Provide the login password for the chosen Shopify server</td></tr><tr><td>Tables and Columns</td><td>Grid</td><td style='white-space: pre-line; word-wrap: break-word;'>Contains the list of tables and columns to be processed. The incremental_column should be set to 1 to indicate which column the incremental load is to be based on, 0 otherwise. There should be only 1 incremental column per table</td></tr><tr><td>Connection Options</td><td>Grid</td><td style='white-space: pre-line; word-wrap: break-word;'>A list of values and parameters. Parameters and their allowed values are database/driver specific. Referring to the data model will provide insight of what you could provide here.\n<br>\nThey are usually not required as sensible defaults are assumed.</td></tr><tr><td>Load Concurrent</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>Sequential - Iterations are done in sequence, waiting for each to complete before starting the next. \nThis is the default.\n<br>\nConcurrent - Iterations are run concurrently. This requires all \"Variables to Iterate\" to be defined as\n<a href=\"https://redshiftsupport.matillion.com/customer/portal/articles/2037630?b_id=8915#header1\" target=\"_blank\"><i>Copied</i> variables</a>, so that each iteration gets its own copy of the variable isolated from the same\nvariable being used by other concurrent executions.\n<span class=\"env rs sf\"><br><b>Note:</b> The maximum concurrency is limited by the number of available threads (2x the number of virtual cpus on your cloud instance).</span></td></tr><tr><td>S3 Bucket Name</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'><span class=\"env sf\">(AWS Only) </span>The name of an S3 bucket for temporary storage. Ensure your access credentials have S3 access and permission to write to the bucket. See <a href=\"https://redshiftsupport.matillion.com/customer/portal/articles/2054760\" target=\"_blank\">this document</a> for details on setting up access. The temporary objects created in this bucket will be removed again after the load completes, they are not kept.<br>\n<span class=\"env sf\">This property is available when using an Existing Amazon S3 Location for Staging.</span></td></tr><tr><td>Distribution Style</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'><b>Even:</b> Distributes rows around the Redshift cluster evenly.<br>\n<b>All:</b> Copy rows to all nodes in the Redshift cluster.<br>\nTable distribution is critical to good performance. See the <a href=\"http://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables-distribution.html\" target=\"_blank\">Amazon Redshift</a> documentation for more information.</td></tr><tr><td>Stage Prefix</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>A prefix value that will be added to the start of the stage table names.\n<br>\ne.g. If a Stage Prefix of 'stage_' is specified and the table being processed is named 'test_data' then the target table will be named 'stage_test_data'.</td></tr><tr><td>Stage Schema</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>The schema name where the staging data will be stored.</td></tr><tr><td>Target Prefix</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>A prefix value that will be added to the start of the target table names.\n<br>\ne.g. If a Target Prefix of 'target_' is specified and the table being processed is named 'test_data' then the target table will be named 'target_test_data'.</td></tr><tr><td>Target Schema</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>The schema name where the target data will be stored.</td></tr><tr><td>Encryption Method</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'><span class=\"env sf\">(AWS Only) </span>Decide on how the files are encrypted inside the S3 Bucket.<span class=\"env sf\">This property is available when using an Existing Amazon S3 Location for Staging.</span><br>\n                <b>None:</b> No encryption.<br>\n                <b>SSE KMS:</b> Encrypt the data according to a key stored on <a href=\"https://aws.amazon.com/kms/\" target=\"_blank\">KMS</a>.<br>\n                <b>SSE S3:</b> Encrypt the data according to a key stored on an <a href=\"http://docs.aws.amazon.com/AmazonS3/latest/dev/UsingServerSideEncryption.html\" target=\"_blank\">S3 bucket</a></td></tr><tr><td>KMS Key ID</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>The ID of the KMS encryption key you have chosen to use in the 'Encryption' property.</td></tr><tr><td>Log Metrics</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>TRUE or FALSE</td></tr></tbody></table></div>","created":1617967435096},"orchestrationJobs":{"Shopify - 1 - Orchestrator":{"id":-2,"revision":6,"created":1617966069756,"timestamp":1617966069756,"components":{"23745":{"id":23745,"inputCardinality":"ONE","outputCardinality":"MANY","connectorHint":"SUCCESS_FAIL","executionHint":"EXECUTE","implementationID":-1773186960,"x":-176,"y":0,"width":32,"height":32,"inputConnectorIDs":[23760],"outputSuccessConnectorIDs":[23757],"outputFailureConnectorIDs":[],"outputUnconditionalConnectorIDs":[],"outputTrueConnectorIDs":[],"outputFalseConnectorIDs":[],"exportMappings":{},"parameters":{"1":{"slot":1,"name":"Name","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"Get Unique Table Names"}}}},"visible":true,"status":{},"columnNames":[]},"2":{"slot":2,"name":"Script","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"source_list = context.getGridVariable('source_list') or []\n\n# get distinct list of table names from source_list\ndistinct_table_names = list(set([table for table, col in source_list]))\n\n# convert to list of lists to store in grid variable\ndistinct_table_names = [[name] for name in sorted(distinct_table_names)]\ncontext.updateGridVariable(\"distinct_table_names\", distinct_table_names)\n\nprint(f\"source_list: {source_list}\")\nprint(f\"distinct_table_names: {distinct_table_names}\")\n"}}}},"visible":true,"status":{},"columnNames":[]},"3":{"slot":3,"name":"Interpreter","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"Python 3"}}}},"visible":true,"status":{},"columnNames":[]},"4":{"slot":4,"name":"Timeout","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"INTEGER","value":"360"}}}},"visible":true,"status":{},"columnNames":[]}},"validationStatus":{},"status":{},"expectedFailure":null,"activationStatus":"ENABLED","outputIterationConnectorIDs":[],"inputIterationConnectorIDs":[]},"23746":{"id":23746,"inputCardinality":"ONE","outputCardinality":"MANY","connectorHint":"SUCCESS_FAIL","executionHint":"EXECUTE","implementationID":-1773186960,"x":0,"y":0,"width":32,"height":32,"inputConnectorIDs":[23757],"outputSuccessConnectorIDs":[23758],"outputFailureConnectorIDs":[],"outputUnconditionalConnectorIDs":[],"outputTrueConnectorIDs":[],"outputFalseConnectorIDs":[],"exportMappings":{},"parameters":{"1":{"slot":1,"name":"Name","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"Update [Environment Default]"}}}},"visible":true,"status":{},"columnNames":[]},"2":{"slot":2,"name":"Script","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"# Script to replace any [Environment Default] entries with the schema name\n\nif target_platform == 'Redshift':\n  \n    if stage_schema == '[Environment Default]':\n        context.updateVariable('stage_schema', environment_default_schema)\n  \n    if target_schema == '[Environment Default]':\n        context.updateVariable('target_schema', environment_default_schema)\n\nelif target_platform == 'Snowflake':\n    \n    if stage_schema == '[Environment Default]':\n        context.updateVariable('stage_schema', environment_default_schema)\n  \n    if target_schema == '[Environment Default]':\n        context.updateVariable('target_schema', environment_default_schema)\n\n    if stage_database == '[Environment Default]':\n        context.updateVariable('stage_database', environment_database)\n\n    if target_database == '[Environment Default]':\n        context.updateVariable('target_database', environment_database)\n  \nelif target_platform == 'BigQuery':\n  \n    if stage_dataset == '[Environment Default]':\n        context.updateVariable('stage_dataset', environment_default_schema)\n\n    if target_dataset == '[Environment Default]':\n        context.updateVariable('target_dataset', environment_default_schema)\n\n    if stage_project == '[Environment Default]':\n        context.updateVariable('stage_project', environment_database)\n\n    if target_project == '[Environment Default]':\n        context.updateVariable('target_project', environment_database)\n"}}}},"visible":true,"status":{},"columnNames":[]},"3":{"slot":3,"name":"Interpreter","elements":{"1":{"slot":1,"values":{"1":{"slot":1,"type":"STRING","value":"Python 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