Umang Mistry
66 lines
1.8 KiB
SQL
66 lines
1.8 KiB
SQL
-- Create staging table for results
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CREATE TABLE IF NOT EXISTS STG.TRAINING_RESULTS
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(
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CONTRACT_NAME VARCHAR,
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CONTRACT_ID NUMERIC,
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ACTUAL_VALUE_STORED VARCHAR,
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NEW_EXTRACTED_VALUE VARCHAR,
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CONFIDENCE_LEVEL NUMERIC,
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SNIPPET VARCHAR,
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ORIGINAL_PAGE_NUMBER VARCHAR,
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NEW_PAGE_NUMBER VARCHAR,
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REVISED_PROMPT VARCHAR,
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RESULT BOOLEAN,
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LOAD_DT TIMESTAMP
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);
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-- Create file format
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CREATE FILE FORMAT IF NOT EXISTS STG.CSV_HEADER
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TYPE = 'CSV'
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FIELD_DELIMITER = ','
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FILE_EXTENSION = '.csv'
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RECORD_DELIMITER = '\\n'
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DATE_FORMAT = AUTO
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TRIM_SPACE = TRUE
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NULL_IF = ('NULL', '', 'N/A','?','~','\\N')
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SKIP_HEADER = 1
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EMPTY_FIELD_AS_NULL = TRUE
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FIELD_OPTIONALLY_ENCLOSED_BY = '"'
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SKIP_BLANK_LINES = TRUE;
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-- Create staging table for attempt logs
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CREATE TABLE IF NOT EXISTS STG.TRAINING_ATTEMPT_LOGS
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(
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FIELD_NAME VARCHAR,
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CONTRACTS_TESTED NUMERIC,
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USERNAME VARCHAR,
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DATE_TIME TIMESTAMP,
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ACCURACY NUMERIC,
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ATTEMPT_NUM NUMERIC,
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LOAD_DT TIMESTAMP
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);
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-- Create table for column config that will be used by SP to create raw training data table
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CREATE TABLE IF NOT EXISTS STG.TRAINING_DATA_COLUMN_CONFIG(
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COLUMN_NAME VARCHAR,
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COLUMN_DATATYPE VARCHAR
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);
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-- Creating a separate file format for the training data
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CREATE FILE FORMAT IF NOT EXISTS STG.TRAINING_DATA_FILE_FORMAT
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TYPE = 'CSV'
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FIELD_DELIMITER = ','
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FILE_EXTENSION = '.csv'
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RECORD_DELIMITER = '\\n'
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DATE_FORMAT = AUTO
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TRIM_SPACE = TRUE
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NULL_IF = ('NULL', '', 'N/A','?','~','\\N')
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SKIP_HEADER = 1
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EMPTY_FIELD_AS_NULL = TRUE
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FIELD_OPTIONALLY_ENCLOSED_BY = '"'
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error_on_column_count_mismatch=false
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SKIP_BLANK_LINES = TRUE; |