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str(x[6]).lower().startswith('t')]\n  \n  \n  \nprint(\"Keys: {}\".format(key_columns))\ninc_columns = [] \n\n# loop through ordered list of possible incremental columns, using the first one found\nmetadata_columns = [ x[0] for x in source_table_metadata ]\nfor i in inc_col_options:\n  if i in metadata_columns:\n    inc_columns = [i]\n    break\n\n# add missing columns, preserving order set by user\nall_columns = requested_columns\n\nfor x in key_columns:\n    if x not in all_columns:\n        all_columns.append(x)\n\nfor x in inc_columns:\n    if x not in all_columns:\n        all_columns.append(x)   \n        \n# build new source column list with inc and key col flags\nnew_src = [] \n\nfor c in all_columns:\n    new_src.append(\n        [\n            table_name, \n            c,\n            '1' if c in inc_columns else '0',\n            '1' if c in key_columns else '0'\n  \t\t]\n  \t)\n    \ncontext.updateGridVariable('source_list', new_src)\nprint(\"Updated 'source_list': 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This logic is in its own Python script so that we can log the query.\n\n- (__Stage Single Row__) Executes the __stage_single_sql__ query. This creates a table which will be identical to the stage table for the ETL process, but with only 1 row - the metadata of this table is used within Decide Load Strategy.\n\n- (__Decide Load Strategy__) Executes packaged up logic to determine the type of load this job is doing (UPDATE/APPEND INSERT/TRUNCATE INSERT). \nThis exports the __stage_sql__ variable which will be used to stage the dataset.\nThis exports the __load_strategy__ variable which will be used within Load Target","colour":"e6e63c"},"9316":{"id":9316,"x":-234,"y":-239,"width":472,"height":314,"text":"** Source Validation **\n\n- (__Build Strings__) Generate generic job variables (stage/target table names etc. - see Export tab) \n\n- (__Get Source Metadata__) Query CData __sys_tablecolumns__ metadata table to get information about the source and store in CDW \n\n- (__Check Source Metadata__) Query table created above, ensure it is valid, export the metadata to a grid (see Grid Export tab)","colour":"e6e63c"},"9317":{"id":9317,"x":407,"y":-241,"width":465,"height":315,"text":"**Input/Target Validation**\n\n- (__Check Required Columns__) Contains logic to validate that the columns which have been requested still exist in the source\n\n- (__Adjust Source List__) Modifies the current __source_list__ grid variable. This will set the correct key and incremental columns (where applicable). \nNB: For Magento, the __'UpdatedAt'__ column is used as an incremental column when present.\n\n- (__Parameter Parser__) Contains logic to generate some useful Grid/Job variables (e.g key_columns Grid, SELECT list. 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