forked from phoenix/litellm-mirror
(feat) insert clickhouse logs
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39
cookbook/misc/clickhouse_insert_logs.py
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39
cookbook/misc/clickhouse_insert_logs.py
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# insert data into clickhouse
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# response = client.command(
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# """
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# CREATE TEMPORARY TABLE temp_spend_logs AS (
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# SELECT
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# generateUUIDv4() AS request_id,
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# arrayElement(['TypeA', 'TypeB', 'TypeC'], rand() % 3 + 1) AS call_type,
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# 'ishaan' as api_key,
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# rand() * 1000 AS spend,
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# rand() * 100 AS total_tokens,
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# rand() * 50 AS prompt_tokens,
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# rand() * 50 AS completion_tokens,
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# toDate('2024-02-01') + toIntervalDay(rand()%27) AS startTime,
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# now() AS endTime,
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# arrayElement(['azure/gpt-4', 'gpt-3.5', 'vertexai/gemini-pro', 'mistral/mistral-small', 'ollama/llama2'], rand() % 3 + 1) AS model,
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# 'ishaan-insert-rand' as user,
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# 'data' as metadata,
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# 'true'AS cache_hit,
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# 'ishaan' as cache_key,
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# '{"tag1": "value1", "tag2": "value2"}' AS request_tags
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# FROM numbers(1, 1000000)
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# );
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# """
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# )
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# client.command(
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# """
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# -- Insert data into spend_logs table
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# INSERT INTO spend_logs
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# SELECT * FROM temp_spend_logs;
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# """
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# )
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# client.command(
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# """
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# DROP TABLE IF EXISTS temp_spend_logs;
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# """
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# )
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