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Minor my sql migration (#23476)
* chore: fix migration performance MySQL * fix: remove comment
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@ -64,26 +64,102 @@ FROM profiler_data_time_series pdts
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WHERE pdts.extension = 'table.columnProfile'
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AND CHAR_LENGTH(pdts.entityFQNHash) - CHAR_LENGTH(REPLACE(pdts.entityFQNHash, '.', '')) >= 4;
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-- Update column profiles using the mapping (much faster than LIKE)
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UPDATE profiler_data_time_series pdts
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INNER JOIN column_to_table_mapping ctm ON pdts.entityFQNHash = ctm.column_hash
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INNER JOIN table_entity te ON ctm.table_hash = te.fqnHash
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SET pdts.json = JSON_OBJECT(
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'id', UUID(),
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'entityReference', JSON_OBJECT(
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-- Create temporary table with pre-computed entityReference data
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CREATE TEMPORARY TABLE IF NOT EXISTS table_entity_references (
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table_hash VARCHAR(768) PRIMARY KEY,
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entity_reference JSON,
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INDEX idx_hash (table_hash)
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) ENGINE=InnoDB;
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-- Pre-compute all entityReference data for tables involved in column profiles
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INSERT INTO table_entity_references (table_hash, entity_reference)
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SELECT DISTINCT
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ctm.table_hash,
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JSON_OBJECT(
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'id', te.json -> '$.id',
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'type', 'table',
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'fullyQualifiedName', te.json -> '$.fullyQualifiedName',
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'name', te.name
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),
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) as entity_reference
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FROM column_to_table_mapping ctm
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INNER JOIN table_entity te ON ctm.table_hash = te.fqnHash;
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DELIMITER $$
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CREATE PROCEDURE MigrateColumnProfiles()
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BEGIN
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DECLARE current_start_timestamp BIGINT;
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DECLARE current_end_timestamp BIGINT;
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DECLARE max_timestamp BIGINT;
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DECLARE batch_interval_ms BIGINT DEFAULT 1296000000; -- 15 days in milliseconds (15 * 24 * 60 * 60 * 1000)
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DECLARE rows_updated INT DEFAULT 1;
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DECLARE total_processed INT DEFAULT 0;
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DECLARE batch_count INT DEFAULT 0;
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-- Optimize session settings
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SET SESSION tmp_table_size = 4294967296;
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SET SESSION max_heap_table_size = 4294967296;
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SET SESSION sort_buffer_size = 536870912;
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-- Get the timestamp range for column profiles
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SELECT
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MIN(timestamp),
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MAX(timestamp)
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INTO current_start_timestamp, max_timestamp
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FROM profiler_data_time_series
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WHERE extension = 'table.columnProfile';
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CREATE INDEX idx_pdts_timestamp_ext ON profiler_data_time_series(extension, timestamp);
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-- Process in timestamp batches
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migration_loop: WHILE current_start_timestamp <= max_timestamp AND rows_updated > 0 DO
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SET current_end_timestamp = current_start_timestamp + batch_interval_ms;
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SET batch_count = batch_count + 1;
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-- Update records in current timestamp range using pre-computed entity references
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UPDATE profiler_data_time_series pdts
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INNER JOIN column_to_table_mapping ctm ON pdts.entityFQNHash = ctm.column_hash
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INNER JOIN table_entity_references ter ON ctm.table_hash = ter.table_hash
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SET pdts.json = JSON_OBJECT(
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'id', UUID(),
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'entityReference', ter.entity_reference,
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'timestamp', pdts.timestamp,
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'profileData', pdts.json,
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'profileType', 'column'
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)
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WHERE pdts.extension = 'table.columnProfile';
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)
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WHERE pdts.extension = 'table.columnProfile'
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AND pdts.timestamp >= current_start_timestamp
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AND pdts.timestamp < current_end_timestamp
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AND pdts.json->>'$.profileData' IS NULL;
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-- Move to next timestamp batch
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SET current_start_timestamp = current_end_timestamp;
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-- Safety check - avoid runaway processes
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IF total_processed > 50000000 OR batch_count > 1000 THEN
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SELECT CONCAT('Safety limit reached. Total processed: ', total_processed,
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', Batches: ', batch_count) as safety_stop;
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LEAVE migration_loop;
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END IF;
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END WHILE;
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DROP INDEX idx_pdts_timestamp_ext ON profiler_data_time_series;
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END$$
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DELIMITER ;
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-- Execute the migration
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CALL MigrateColumnProfiles();
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-- Clean up the procedure
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DROP PROCEDURE MigrateColumnProfiles;
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-- Clean up temporary table
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DROP TEMPORARY TABLE IF EXISTS column_to_table_mapping;
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DROP TEMPORARY TABLE IF EXISTS table_entity_references;
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-- Drop temporary indexes after migration
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DROP INDEX idx_pdts_entityFQNHash ON profiler_data_time_series;
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