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doczyai-pipelines/snowflake/scripts/training_interface/R__001_INIT_OBJS.sql
T
2024-02-27 14:29:22 -06:00

47 lines
1.1 KiB
SQL

-- Create staging table for results
CREATE TABLE IF NOT EXISTS STG.TRAINING_RESULTS
(
CONTRACT_NAME VARCHAR,
CONTRACT_ID NUMERIC,
ACTUAL_VALUE_STORED VARCHAR,
NEW_EXTRACTED_VALUE VARCHAR,
CONFIDENCE_LEVEL NUMERIC,
SNIPPET VARCHAR,
ORIGINAL_PAGE_NUMBER VARCHAR,
NEW_PAGE_NUMBER VARCHAR,
REVISED_PROMPT VARCHAR,
RESULT BOOLEAN,
LOAD_DT TIMESTAMP
);
-- Create file format
CREATE FILE FORMAT IF NOT EXISTS STG.CSV_HEADER
TYPE = 'CSV'
FIELD_DELIMITER = ','
FILE_EXTENSION = '.csv'
RECORD_DELIMITER = '\\n'
DATE_FORMAT = AUTO
TRIM_SPACE = TRUE
NULL_IF = ('NULL', '', 'N/A','?','~')
SKIP_HEADER = 1
EMPTY_FIELD_AS_NULL = TRUE
FIELD_OPTIONALLY_ENCLOSED_BY = '"'
SKIP_BLANK_LINES = TRUE;
-- Create staging table for attempt logs
CREATE TABLE IF NOT EXISTS STG.TRAINING_ATTEMPT_LOGS
(
FIELD_NAME VARCHAR,
CONTRACTS_TESTED NUMERIC,
USERNAME VARCHAR,
DATE_TIME TIMESTAMP,
ACCURACY NUMERIC,
ATTEMPT_NUM NUMERIC,
LOAD_DT TIMESTAMP
);