{"objects":[{"metadata":{"identifier":{"packageName":"Matillion Exchange","name":"Twitter Tweets Incremental Load","revision":1,"type":"DYNAMIC"},"rootJobReference":{"name":"Twitter Tweets - 1 - Iterate Objects","type":"ORCHESTRATION","parameterMetadata":[{"slot":2,"variableName":"oauth","variableType":"SCALAR","displayName":"OAuth","description":"The name of the OAuth entry to be used from the Matillion OAuth Manager to connect to the source. These must be set up in advance, using <b>Project → Manage OAuth</b>.","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":true},{"slot":3,"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":false},{"slot":4,"variableName":"source_list","variableType":"GRID","displayName":"Columns","description":"Contains the list of columns to be processed.","defaultValue":[{"values":{"1":""}}],"defaultValueType":null,"required":true},{"slot":5,"variableName":"search_terms","variableType":"SCALAR","displayName":"Search Terms","description":"Terms used to match tweets. Valid search terms may be found under the topic \"Standard Search Operators\", located <a href=\"https://developer.twitter.com/en/docs/tweets/search/guides/standard-operators\"  target=\"_blank\">here</a>","defaultValue":[{"values":{"1":""}}],"defaultValueType":"TEXT","required":false},{"slot":6,"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":7,"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":""}}],"defaultValueType":"TEXT","required":true},{"slot":8,"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":9,"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":""}}],"defaultValueType":"TEXT","required":true},{"slot":10,"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":11,"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":""}}],"defaultValueType":"TEXT","required":false},{"slot":12,"variableName":"encryption_method","variableType":"SCALAR","displayName":"Encryption","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":false},{"slot":13,"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":14,"variableName":"log_metrics","variableType":"SCALAR","displayName":"Log Metrics","description":"Option to switch off Metrics logging in the full product - default is TRUE which records the metrics for the batch run. ","defaultValue":[{"values":{"1":"TRUE"}}],"defaultValueType":"TEXT","required":false},{"slot":15,"variableName":"load_concurrent","variableType":"SCALAR","displayName":"Load Type","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":"Sequential"}}],"defaultValueType":"TEXT","required":false}]},"orchestrationJobs":["Twitter Tweets - 1 - Iterate Objects","Twitter Tweets - 4 - Query Source","Twitter Tweets - 2 - Wrapper","Twitter Tweets - 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>Twitter Tweets 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>OAuth</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>The name of the OAuth entry to be used from the Matillion OAuth Manager to connect to the source. These must be set up in advance, using <b>Project → Manage OAuth</b>.</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>Columns</td><td>Grid</td><td style='white-space: pre-line; word-wrap: break-word;'>Contains the list of columns to be processed.</td></tr><tr><td>Search Terms</td><td>Variable</td><td style='white-space: pre-line; word-wrap: break-word;'>Terms used to match tweets. Valid search terms may be found under the topic \"Standard Search Operators\", located <a href=\"https://developer.twitter.com/en/docs/tweets/search/guides/standard-operators\"  target=\"_blank\">here</a></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 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>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>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>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>Encryption</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;'>Option to switch off Metrics logging in the full product - default is TRUE which records the metrics for the batch run. </td></tr><tr><td>Load Type</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></tbody></table></div>","created":1616168001508},"orchestrationJobs":{"Twitter Tweets - 1 - Iterate Objects":{"id":-2,"revision":53,"created":1616148395473,"timestamp":1616148395473,"components":{"3727":{"id":3727,"inputCardinality":"ONE","outputCardinality":"MANY","connectorHint":"SUCCESS_FAIL","executionHint":"EXECUTE","implementationID":-1773186960,"x":-240,"y":16,"width":32,"height":32,"inputConnectorIDs":[5079],"outputSuccessConnectorIDs":[3737],"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('internal_source_list')\n\n# get distinct list of table names from source_list\ndistinct_table_names = list(set([table for table, col, inc_col, key_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: {str(source_list)}\")\nprint(f\"distinct_table_names: {str(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":[]},"3728":{"id":3728,"inputCardinality":"ONE","outputCardinality":"MANY","connectorHint":"SUCCESS_FAIL","executionHint":"EXECUTE","implementationID":-1773186960,"x":-48,"y":16,"width":32,"height":32,"inputConnectorIDs":[3737],"outputSuccessConnectorIDs":[3736],"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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