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    treasure-data

    trino

    treasure-data/trino
    Productivity
    6

    About

    SKILL.md

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    About

    TD Trino SQL with TD-specific functions (td_interval, td_time_range, td_time_string, td_sessionize). Use for time-based filtering, partition pruning, and TD query patterns.

    SKILL.md

    TD Trino SQL

    TD Time Functions

    td_interval (Recommended for relative time)

    where td_interval(time, '-1d', 'JST')      -- Yesterday (JST)
    where td_interval(time, '-1d')             -- Yesterday (UTC)
    where td_interval(time, '-1w', 'JST')      -- Previous week
    where td_interval(time, '-1M', 'JST')      -- Previous month
    where td_interval(time, '-1d/-1d', 'JST')  -- 2 days ago
    where td_interval(time, '-1M/-2M', 'JST')  -- 3 months ago
    

    Timezone is optional (defaults to UTC).

    Note: Cannot use td_scheduled_time() as first arg. Include td_scheduled_time() elsewhere in query to establish reference date.

    td_time_range (Explicit dates)

    where td_time_range(time, '2024-01-01', '2024-01-31')
    where td_time_range(time, td_time_add(td_scheduled_time(), '-7d'), td_scheduled_time())
    

    td_time_string (Display formatting)

    td_time_string(time, 'd!')         -- 2024-01-15 (UTC)
    td_time_string(time, 'd!', 'JST')  -- 2024-01-15 (JST)
    td_time_string(time, 's!', 'JST')  -- 2024-01-15 10:30:45
    td_time_string(time, 'M!')         -- 2024-01
    td_time_string(time, 'h!')         -- 2024-01-15 10
    

    Format codes: y!=year, q!=quarter, M!=month, w!=week, d!=day, h!=hour, m!=minute, s!=second. Without the exclamation mark, includes timezone offset. Timezone is optional (defaults to UTC).

    Use for display only, never for filtering:

    • Good: select td_time_string(time, 'd!', 'JST') as date
    • Bad: where td_time_string(time, 'd!', 'JST') = '2024-01-01'

    td_time_format (Legacy)

    td_time_format(time, 'yyyy-MM-dd HH:mm:ss', 'JST')
    

    td_sessionize

    select td_sessionize(time, 1800, user_id) as session_id  -- 30min timeout
    from events
    

    Table Format

    select * from database_name.table_name
    where td_interval(time, '-1d', 'JST')
    

    Performance

    Always include time filters for partition pruning:

    -- Good: Partition pruning
    where td_time_range(time, '2024-01-01', '2024-01-02')
    
    -- Bad: Full table scan
    where event_type = 'click'  -- Missing time filter!
    

    Use approx_distinct() and approx_percentile() for large datasets.

    Common Errors

    Error Fix
    Query exceeded memory limit Add time filters, use approx_ functions
    Partition not found Verify time range syntax

    Resources

    • https://trino.io/docs/current/
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    Repository
    treasure-data/td-skills
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