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Fix missing ClickHouse cost calculation functions for /metrics endpoint #1248

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Fix missing ClickHouse cost calculation functions for /metrics endpoint #1248

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0c47bd5
fix: apply automatic linting fixes during setup
areibman Sep 2, 2025
4e2eadb
Merge branch 'main' of https://git-manager.devin.ai/proxy/github.com/…
devin-ai-integration[bot] Sep 9, 2025
5dacee4
Fix missing ClickHouse cost calculation functions
devin-ai-integration[bot] Sep 9, 2025
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1 change: 1 addition & 0 deletions .envrc
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Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
source_env .env
76 changes: 64 additions & 12 deletions app/api/agentops/api/models/metrics.py
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Expand Up @@ -148,12 +148,38 @@ def _get_select_query(
SpanAttributes['gen_ai.usage.prompt_cost'] != '',
toDecimal64OrZero(SpanAttributes['gen_ai.usage.prompt_cost'], 9),
toDecimal64(
calculate_prompt_cost(
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')),
coalesce(
nullIf(SpanAttributes['gen_ai.response.model'], ''),
nullIf(SpanAttributes['gen_ai.request.model'], '')
)
multiIf(
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.00003,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4o',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.0000025,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4o-mini',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.00000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4-turbo',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.00001,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-3.5-turbo',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.0000005,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-3.5-turbo-0125',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.0000005,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-opus-20240229',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-sonnet-20240229',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.000003,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-haiku-20240307',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.00000025,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-5-sonnet-20241022',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.000003,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-5-haiku-20241022',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.000001,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-pro',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.0000005,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-1.5-pro',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.00000125,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-1.5-flash',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.000000075,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) LIKE '%llama%',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.prompt_tokens'], '0')) * 0.0000002,
0.0
),
9
)
Expand All @@ -164,12 +190,38 @@ def _get_select_query(
SpanAttributes['gen_ai.usage.completion_cost'] != '',
toDecimal64OrZero(SpanAttributes['gen_ai.usage.completion_cost'], 9),
toDecimal64(
calculate_completion_cost(
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')),
coalesce(
nullIf(SpanAttributes['gen_ai.response.model'], ''),
nullIf(SpanAttributes['gen_ai.request.model'], '')
)
multiIf(
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.00006,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4o',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.00001,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4o-mini',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000006,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-4-turbo',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.00003,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-3.5-turbo',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gpt-3.5-turbo-0125',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-opus-20240229',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.000075,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-sonnet-20240229',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-haiku-20240307',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.00000125,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-5-sonnet-20241022',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'claude-3-5-haiku-20241022',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.000005,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-pro',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000015,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-1.5-pro',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.000005,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) = 'gemini-1.5-flash',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000003,
coalesce(nullIf(SpanAttributes['gen_ai.response.model'], ''), nullIf(SpanAttributes['gen_ai.request.model'], '')) LIKE '%llama%',
toUInt64OrZero(ifNull(SpanAttributes['gen_ai.usage.completion_tokens'], '0')) * 0.0000006,
0.0
),
9
)
Expand Down
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