mirror of
https://github.com/BerriAI/litellm.git
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6a0d03914c
* test: drop the cwd-relative sys.path.insert calls from the test suite
TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.
Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.
Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.
* test: drop the duplicate imports the sys.path sweep exposed to F811
* test(pre-call-utils): restore the os import the new bedrock tests need
907 lines
30 KiB
Python
907 lines
30 KiB
Python
from datetime import datetime, timezone
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from unittest.mock import AsyncMock, MagicMock, patch
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import pytest
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from litellm.integrations.galileo import GalileoObserve
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from litellm.types.llms.openai import HttpxBinaryResponseContent, ResponsesAPIResponse
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from litellm.types.rerank import RerankResponse
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from litellm.types.utils import (
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Choices,
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EmbeddingResponse,
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ImageObject,
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ImageResponse,
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Message,
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ModelResponse,
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TextCompletionResponse,
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TranscriptionResponse,
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)
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@pytest.fixture
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def galileo_v2_env(monkeypatch):
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monkeypatch.setenv("GALILEO_API_KEY", "test-api-key")
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monkeypatch.setenv("GALILEO_PROJECT_ID", "86ff8ebe-a297-4134-b167-748bdd8d2c20")
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monkeypatch.setenv("GALILEO_LOG_STREAM_ID", "76c4ea50-8aa3-4771-a0d7-8567b112210f")
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monkeypatch.setenv("GALILEO_BASE_URL", "https://api.galileo.ai")
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@pytest.mark.asyncio
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async def test_galileo_v2_ingest_url_and_headers(galileo_v2_env):
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logger = GalileoObserve()
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logger.in_memory_records = [
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{
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"latency_ms": 100,
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"status_code": 200,
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"input_text": "hi",
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"output_text": "hello",
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"node_type": "acompletion",
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"model": "gpt-5.2",
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"num_input_tokens": 1,
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"num_output_tokens": 2,
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"created_at": "2026-05-25T12:00:00",
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}
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]
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url, payload = logger._get_ingest_request()
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assert (
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url
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== "https://api.galileo.ai/ingest/traces/86ff8ebe-a297-4134-b167-748bdd8d2c20"
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)
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assert payload["log_stream_id"] == "76c4ea50-8aa3-4771-a0d7-8567b112210f"
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assert payload["is_complete"] is True
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assert payload["traces"][0]["type"] == "trace"
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assert payload["traces"][0]["spans"][0]["type"] == "llm"
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assert payload["traces"][0]["spans"][0]["output"]["content"] == "hello"
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assert payload["traces"][0]["spans"][0]["metrics"]["num_total_tokens"] == 3
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assert payload["traces"][0]["metrics"]["num_input_tokens"] == 1
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assert payload["traces"][0]["metrics"]["num_output_tokens"] == 2
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assert payload["traces"][0]["metrics"]["num_total_tokens"] == 3
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assert payload["traces"][0]["spans"][0]["trace_id"] == payload["traces"][0]["id"]
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assert await logger._ensure_headers() is True
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assert logger.headers["Galileo-API-Key"] == "test-api-key"
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def test_galileo_token_metrics_from_record_falls_back_to_sum():
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metrics = GalileoObserve._token_metrics_from_record(
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{"num_input_tokens": 5, "num_output_tokens": 7}
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)
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assert metrics == {
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"num_input_tokens": 5,
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"num_output_tokens": 7,
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"num_total_tokens": 12,
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}
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def test_galileo_token_metrics_from_record_sums_zero_total():
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metrics = GalileoObserve._token_metrics_from_record(
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{"num_input_tokens": 5, "num_output_tokens": 7, "num_total_tokens": 0}
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)
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assert metrics == {
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"num_input_tokens": 5,
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"num_output_tokens": 7,
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"num_total_tokens": 12,
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}
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def test_galileo_token_metrics_from_record_includes_cost():
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metrics = GalileoObserve._token_metrics_from_record(
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{
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"num_input_tokens": 1,
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"num_output_tokens": 2,
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"num_total_tokens": 3,
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"cost": 0.000855,
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}
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)
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assert metrics["cost"] == 0.000855
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def test_galileo_input_text_from_messages():
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assert GalileoObserve._input_text_from_messages("hello") == "hello"
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assert (
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GalileoObserve._input_text_from_messages(
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[{"role": "user", "content": "test responses api 1"}]
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)
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== "test responses api 1"
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)
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def test_galileo_get_output_str_responses_api(galileo_v2_env):
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logger = GalileoObserve()
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resp_dict = {
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"id": "resp_123",
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"created_at": 1,
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"output": [
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{
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"id": "msg_1",
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"type": "message",
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"role": "assistant",
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"status": "completed",
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"content": [
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{
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"type": "output_text",
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"text": "Hi! How can I help?",
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"annotations": [],
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}
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],
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}
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],
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}
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response = ResponsesAPIResponse(**resp_dict)
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result = logger.get_output_str_from_response(response, {"call_type": "aresponses"})
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assert result is not None
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assert '"Hi! How can I help?"' in result
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assert '"type": "message"' in result
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def test_galileo_v2_span_preserves_message_roles(galileo_v2_env):
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record = {
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"latency_ms": 1,
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"status_code": 200,
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"input_text": "fallback",
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"output_text": "ok",
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"node_type": "acompletion",
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"model": "gpt-5.2",
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"num_input_tokens": 0,
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"num_output_tokens": 0,
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"created_at": "2026-05-25T12:00:00",
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"messages": [
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{"role": "system", "content": "be helpful"},
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{"role": "user", "content": "hello"},
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],
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}
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span = GalileoObserve._record_to_v2_span(
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record, trace_id="trace-id", span_id="span-id"
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)
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assert span["input"] == [
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{"role": "system", "content": "be helpful"},
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{"role": "user", "content": "hello"},
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]
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def test_galileo_v2_span_unwraps_prompt_messages(galileo_v2_env):
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record = {
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"latency_ms": 1,
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"status_code": 200,
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"input_text": "fallback",
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"output_text": "ok",
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"node_type": "pass_through_endpoint",
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"model": "gpt-5.2",
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"num_input_tokens": 0,
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"num_output_tokens": 0,
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"created_at": "2026-05-25T12:00:00",
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"messages": {
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"messages": [
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{"role": "system", "content": "be helpful"},
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{"role": "user", "content": "hello"},
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]
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},
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}
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span = GalileoObserve._record_to_v2_span(
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record, trace_id="trace-id", span_id="span-id"
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)
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assert span["input"] == [
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{"role": "system", "content": "be helpful"},
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{"role": "user", "content": "hello"},
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]
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def test_galileo_output_text_from_model_response(galileo_v2_env):
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logger = GalileoObserve()
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response = ModelResponse(
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choices=[
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Choices(
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message=Message(
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content="assistant reply",
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role="assistant",
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annotations=[],
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)
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)
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]
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)
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output = logger.get_output_str_from_response(response, {"call_type": "acompletion"})
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assert output is not None
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assert '"assistant reply"' in output
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@pytest.mark.asyncio
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async def test_galileo_flush_swallows_http_errors(galileo_v2_env):
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logger = GalileoObserve()
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logger.in_memory_records = [
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{
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"latency_ms": 1,
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"status_code": 200,
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"input_text": "a",
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"output_text": "b",
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"node_type": "acompletion",
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"model": "gpt-5.2",
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"num_input_tokens": 0,
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"num_output_tokens": 0,
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"created_at": "2026-05-25T12:00:00",
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}
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]
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with patch.object(
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logger.async_httpx_handler, "post", new_callable=AsyncMock
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) as mock_post:
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mock_post.side_effect = Exception("404 Not Found")
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await logger.flush_in_memory_records()
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assert len(logger.in_memory_records) == 1
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@pytest.mark.asyncio
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async def test_galileo_flush_clears_records_on_201(galileo_v2_env):
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logger = GalileoObserve()
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logger.in_memory_records = [
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{
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"latency_ms": 1,
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"status_code": 200,
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"input_text": "a",
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"output_text": "b",
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"node_type": "acompletion",
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"model": "gpt-5.2",
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"num_input_tokens": 0,
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"num_output_tokens": 0,
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"created_at": "2026-05-25T12:00:00",
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}
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]
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mock_response = AsyncMock()
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mock_response.is_success = True
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mock_response.status_code = 201
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with patch.object(
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logger.async_httpx_handler, "post", new_callable=AsyncMock
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) as mock_post:
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mock_post.return_value = mock_response
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await logger.flush_in_memory_records()
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assert logger.in_memory_records == []
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def test_galileo_normalize_base_url_none(monkeypatch):
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monkeypatch.delenv("GALILEO_API_KEY", raising=False)
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monkeypatch.delenv("GALILEO_BASE_URL", raising=False)
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monkeypatch.delenv("GALILEO_PROJECT_ID", raising=False)
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logger = GalileoObserve()
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assert logger.base_url is None
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assert logger._normalize_base_url(None) is None
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assert logger._normalize_base_url("https://x.example/") == "https://x.example"
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def test_galileo_is_configured_branches(monkeypatch):
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monkeypatch.delenv("GALILEO_API_KEY", raising=False)
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monkeypatch.delenv("GALILEO_BASE_URL", raising=False)
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monkeypatch.delenv("GALILEO_PROJECT_ID", raising=False)
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monkeypatch.delenv("GALILEO_USERNAME", raising=False)
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monkeypatch.delenv("GALILEO_PASSWORD", raising=False)
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no_env = GalileoObserve()
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assert no_env._is_configured() is False
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monkeypatch.setenv("GALILEO_API_KEY", "k")
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monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
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v2 = GalileoObserve()
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assert v2._is_configured() is True
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monkeypatch.delenv("GALILEO_API_KEY", raising=False)
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monkeypatch.setenv("GALILEO_USERNAME", "u")
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monkeypatch.setenv("GALILEO_PASSWORD", "pw")
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monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
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legacy = GalileoObserve()
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assert legacy._is_configured() is True
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monkeypatch.delenv("GALILEO_PASSWORD", raising=False)
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no_pw = GalileoObserve()
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assert no_pw._is_configured() is False
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def test_galileo_input_messages_fallbacks():
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assert GalileoObserve._galileo_input_messages(None, "hi") == [
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{"role": "user", "content": "hi"}
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]
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assert GalileoObserve._galileo_input_messages(
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["not-a-dict", {"content": "no role"}], "fallback"
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) == [{"role": "user", "content": "fallback"}]
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def test_galileo_format_created_at_converts_local_naive_to_utc():
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from datetime import timedelta
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ist = timezone(timedelta(hours=5, minutes=30))
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with patch.object(GalileoObserve, "_local_timezone", return_value=ist):
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local_naive = datetime(2026, 6, 4, 9, 44, 49)
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assert GalileoObserve._format_created_at(local_naive) == "2026-06-04T04:14:49Z"
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aware_utc = datetime(2026, 6, 4, 4, 14, 49, tzinfo=timezone.utc)
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assert GalileoObserve._format_created_at(aware_utc) == "2026-06-04T04:14:49Z"
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def test_galileo_record_to_v2_span_with_tags_and_offset():
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span = GalileoObserve._record_to_v2_span(
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{
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"latency_ms": 5,
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"status_code": 200,
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"input_text": "in",
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"output_text": "out",
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"node_type": "acompletion",
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"model": "gpt-5.2",
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"num_input_tokens": 1,
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"num_output_tokens": 2,
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"created_at": "2026-05-25T12:00:00",
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"tags": ["t1"],
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},
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trace_id="trace-id",
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span_id="span-id",
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)
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assert span["tags"] == ["t1"]
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assert span["created_at"].endswith("Z")
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offset = GalileoObserve._record_to_v2_span(
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{"created_at": "2026-05-25T12:00:00-05:00"},
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trace_id="trace-id",
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span_id="span-id",
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)
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assert offset["created_at"] == "2026-05-25T12:00:00-05:00"
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def test_galileo_get_output_str_variants(galileo_v2_env):
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logger = GalileoObserve()
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assert logger.get_output_str_from_response(None, {}) == ""
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assert (
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logger.get_output_str_from_response(
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EmbeddingResponse(), {"call_type": "embedding"}
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)
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== "embedding-output"
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)
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assert (
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logger.get_output_str_from_response(
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EmbeddingResponse(), {"call_type": "aembedding"}
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)
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== "embedding-output"
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)
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text_resp = TextCompletionResponse()
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text_resp.choices = [MagicMock(text="text-completion-output")]
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assert (
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logger.get_output_str_from_response(text_resp, {"call_type": "text_completion"})
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== "text-completion-output"
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)
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image_resp = ImageResponse(data=[ImageObject(url="https://x/y.png")])
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assert "y.png" in logger.get_output_str_from_response(image_resp, {})
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speech_resp = HttpxBinaryResponseContent(response=MagicMock())
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assert (
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logger.get_output_str_from_response(speech_resp, {"call_type": "aspeech"})
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== "speech-output"
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)
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transcription_resp = TranscriptionResponse(text="hello world")
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assert (
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logger.get_output_str_from_response(
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transcription_resp, {"call_type": "atranscription"}
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)
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== "hello world"
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)
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realtime_output = [{"type": "response", "text": "hi"}]
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assert (
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logger.get_output_str_from_response(
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realtime_output,
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{"call_type": "_arealtime", "input": {"session": "abc"}},
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)
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== '[{"type": "response", "text": "hi"}]'
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)
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pass_through_output = {"response": "passthrough-body", "status": 200}
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assert (
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logger.get_output_str_from_response(
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pass_through_output, {"call_type": "pass_through_endpoint"}
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)
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== "passthrough-body"
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)
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model_resp = ModelResponse(
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choices=[Choices(message=Message(content="chat reply", role="assistant"))]
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)
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assert '"chat reply"' in logger.get_output_str_from_response(
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model_resp,
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{"call_type": "acompletion", "messages": [{"role": "user", "content": "hi"}]},
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)
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assert logger.get_output_str_from_response("not-a-supported-type", {}) == ""
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def test_galileo_get_input_output_error_status_message(galileo_v2_env):
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logger = GalileoObserve()
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input_text, output_text, _ = logger._get_galileo_input_output_content(
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kwargs={"messages": [{"role": "user", "content": "fail me"}]},
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response_obj=None,
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level="ERROR",
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status_message="provider timeout",
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)
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assert input_text == "fail me"
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assert output_text == "provider timeout"
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def test_galileo_get_output_str_rerank_response(galileo_v2_env):
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logger = GalileoObserve()
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rerank_response = RerankResponse(
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results=[
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{"index": 2, "relevance_score": 0.98},
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{"index": 0, "relevance_score": 0.12},
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]
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)
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output = logger.get_output_str_from_response(
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rerank_response, {"call_type": "arerank"}
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)
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assert output is not None
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assert '"index": 2' in output
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assert '"relevance_score": 0.98' in output
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@pytest.mark.asyncio
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async def test_galileo_async_log_success_embedding(galileo_v2_env):
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import datetime
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logger = GalileoObserve()
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embedding_response = EmbeddingResponse(
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data=[{"object": "embedding", "embedding": [0.1, 0.2, 0.3], "index": 0}]
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)
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mock_response = MagicMock()
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mock_response.is_success = True
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mock_response.status_code = 201
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with patch.object(logger.async_httpx_handler, "post", return_value=mock_response):
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|
await logger.async_log_success_event(
|
|
kwargs={
|
|
"call_type": "aembedding",
|
|
"model": "text-embedding-3-small",
|
|
"input": "hello world",
|
|
"standard_logging_object": {
|
|
"call_type": "aembedding",
|
|
"model": "text-embedding-3-small",
|
|
"prompt_tokens": 2,
|
|
"completion_tokens": 0,
|
|
"total_tokens": 2,
|
|
"response_cost": 0.0,
|
|
"startTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 0, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
"endTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 1, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
},
|
|
},
|
|
response_obj=embedding_response,
|
|
start_time=datetime.datetime(2026, 5, 25, 12, 0, 0),
|
|
end_time=datetime.datetime(2026, 5, 25, 12, 0, 1),
|
|
)
|
|
|
|
assert logger.in_memory_records == []
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_log_success_rerank(galileo_v2_env):
|
|
import datetime
|
|
|
|
logger = GalileoObserve()
|
|
rerank_response = RerankResponse(results=[{"index": 1, "relevance_score": 0.95}])
|
|
|
|
mock_response = MagicMock()
|
|
mock_response.is_success = True
|
|
mock_response.status_code = 201
|
|
|
|
with patch.object(logger.async_httpx_handler, "post", return_value=mock_response):
|
|
await logger.async_log_success_event(
|
|
kwargs={
|
|
"call_type": "arerank",
|
|
"model": "cohere/rerank-english-v3.0",
|
|
"query": "What is the capital of the United States?",
|
|
"documents": ["doc-a", "doc-b"],
|
|
"standard_logging_object": {
|
|
"call_type": "arerank",
|
|
"model": "cohere/rerank-english-v3.0",
|
|
"messages": "What is the capital of the United States?",
|
|
"prompt_tokens": 0,
|
|
"completion_tokens": 0,
|
|
"total_tokens": 0,
|
|
"response_cost": 0.0,
|
|
"startTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 0, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
"endTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 1, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
},
|
|
},
|
|
response_obj=rerank_response,
|
|
start_time=datetime.datetime(2026, 5, 25, 12, 0, 0),
|
|
end_time=datetime.datetime(2026, 5, 25, 12, 0, 1),
|
|
)
|
|
|
|
assert logger.in_memory_records == []
|
|
|
|
|
|
def test_galileo_get_ingest_request_unconfigured(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.delenv("GALILEO_BASE_URL", raising=False)
|
|
monkeypatch.delenv("GALILEO_PROJECT_ID", raising=False)
|
|
logger = GalileoObserve()
|
|
assert logger._get_ingest_request() is None
|
|
|
|
|
|
def test_galileo_get_ingest_request_legacy(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example/")
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "proj")
|
|
monkeypatch.setenv("GALILEO_LOG_STREAM_ID", "stream-id")
|
|
logger = GalileoObserve()
|
|
logger.in_memory_records = [
|
|
{
|
|
"latency_ms": 1,
|
|
"status_code": 200,
|
|
"input_text": "hi",
|
|
"output_text": "ok",
|
|
"node_type": "acompletion",
|
|
"model": "gpt",
|
|
"num_input_tokens": 1,
|
|
"num_output_tokens": 1,
|
|
"num_total_tokens": 2,
|
|
"created_at": "2026-05-25T12:00:00",
|
|
}
|
|
]
|
|
url, payload = logger._get_ingest_request()
|
|
assert url == "https://galileo.example/v2/projects/proj/traces"
|
|
assert "traces" in payload
|
|
assert payload["log_stream_id"] == "stream-id"
|
|
assert payload["traces"][0]["input"] == "hi"
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_success(galileo_v2_env):
|
|
logger = GalileoObserve()
|
|
current_user_resp = MagicMock()
|
|
current_user_resp.status_code = 200
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "get", new_callable=AsyncMock
|
|
) as mock_get:
|
|
mock_get.return_value = current_user_resp
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "healthy"
|
|
mock_get.assert_awaited_once_with(
|
|
url="https://api.galileo.ai/current_user",
|
|
headers={
|
|
"accept": "application/json",
|
|
"Content-Type": "application/json",
|
|
"Galileo-API-Key": "test-api-key",
|
|
},
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_api_error(galileo_v2_env):
|
|
logger = GalileoObserve()
|
|
current_user_resp = MagicMock()
|
|
current_user_resp.status_code = 401
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "get", new_callable=AsyncMock
|
|
) as mock_get:
|
|
mock_get.return_value = current_user_resp
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert "HTTP 401" in result["error_message"]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_missing_project_id(monkeypatch):
|
|
monkeypatch.setenv("GALILEO_API_KEY", "test-api-key")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://api.galileo.ai")
|
|
monkeypatch.delenv("GALILEO_PROJECT_ID", raising=False)
|
|
logger = GalileoObserve()
|
|
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert "GALILEO_PROJECT_ID" in result["error_message"]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_missing_base_url(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.delenv("GALILEO_BASE_URL", raising=False)
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
logger = GalileoObserve()
|
|
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert "GALILEO_BASE_URL" in result["error_message"]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_missing_credentials(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.delenv("GALILEO_USERNAME", raising=False)
|
|
monkeypatch.delenv("GALILEO_PASSWORD", raising=False)
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
|
|
logger = GalileoObserve()
|
|
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert "GALILEO_USERNAME" in result["error_message"]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_auth_failed(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
logger = GalileoObserve()
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "post", new_callable=AsyncMock
|
|
) as mock_post:
|
|
mock_post.side_effect = Exception("login failed")
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert result["error_message"] == "Galileo authentication failed"
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_health_check_request_exception(galileo_v2_env):
|
|
logger = GalileoObserve()
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "get", new_callable=AsyncMock
|
|
) as mock_get:
|
|
mock_get.side_effect = Exception("connection refused")
|
|
result = await logger.async_health_check()
|
|
|
|
assert result["status"] == "unhealthy"
|
|
assert "connection refused" in result["error_message"]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_log_success_empty_model_response(galileo_v2_env):
|
|
import datetime
|
|
|
|
logger = GalileoObserve()
|
|
logger.batch_size = 2
|
|
empty_response = ModelResponse(choices=[])
|
|
|
|
await logger.async_log_success_event(
|
|
kwargs={
|
|
"call_type": "acompletion",
|
|
"model": "gpt-5.2",
|
|
"messages": [{"role": "user", "content": "hi"}],
|
|
"standard_logging_object": {
|
|
"call_type": "acompletion",
|
|
"model": "gpt-5.2",
|
|
"prompt_tokens": 1,
|
|
"completion_tokens": 0,
|
|
"total_tokens": 1,
|
|
"response_cost": 0.0,
|
|
"startTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 0, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
"endTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 1, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
},
|
|
},
|
|
response_obj=empty_response,
|
|
start_time=datetime.datetime(2026, 5, 25, 12, 0, 0),
|
|
end_time=datetime.datetime(2026, 5, 25, 12, 0, 1),
|
|
)
|
|
|
|
assert len(logger.in_memory_records) == 1
|
|
assert logger.in_memory_records[0]["output_text"] == ""
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_ensure_headers_v2_missing_key(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://x")
|
|
logger = GalileoObserve()
|
|
logger.use_v2_api = True
|
|
logger.api_key = None
|
|
assert await logger._ensure_headers() is False
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_ensure_headers_cached(galileo_v2_env):
|
|
logger = GalileoObserve()
|
|
logger.headers = {"Galileo-API-Key": "already-set"}
|
|
assert await logger._ensure_headers() is True
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_ensure_headers_legacy_login(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
logger = GalileoObserve()
|
|
|
|
login_resp = MagicMock()
|
|
login_resp.raise_for_status = MagicMock()
|
|
login_resp.json = MagicMock(return_value={"access_token": "tok"})
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "post", new_callable=AsyncMock
|
|
) as mock_post:
|
|
mock_post.return_value = login_resp
|
|
assert await logger._ensure_headers() is True
|
|
|
|
assert logger.headers["Authorization"] == "Bearer tok"
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_ensure_headers_legacy_login_failure(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
logger = GalileoObserve()
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "post", new_callable=AsyncMock
|
|
) as mock_post:
|
|
mock_post.side_effect = Exception("boom")
|
|
assert await logger._ensure_headers() is False
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_flush_noop_when_unconfigured(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.delenv("GALILEO_BASE_URL", raising=False)
|
|
monkeypatch.delenv("GALILEO_PROJECT_ID", raising=False)
|
|
logger = GalileoObserve()
|
|
logger.in_memory_records = [{"foo": "bar"}]
|
|
await logger.flush_in_memory_records()
|
|
assert logger.in_memory_records == [{"foo": "bar"}]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_flush_resets_headers_on_401(monkeypatch):
|
|
monkeypatch.delenv("GALILEO_API_KEY", raising=False)
|
|
monkeypatch.setenv("GALILEO_USERNAME", "u")
|
|
monkeypatch.setenv("GALILEO_PASSWORD", "pw")
|
|
monkeypatch.setenv("GALILEO_BASE_URL", "https://galileo.example")
|
|
monkeypatch.setenv("GALILEO_PROJECT_ID", "p")
|
|
logger = GalileoObserve()
|
|
logger.headers = {"Authorization": "Bearer stale"}
|
|
logger.in_memory_records = [{"records": "x"}]
|
|
|
|
mock_response = MagicMock()
|
|
mock_response.is_success = False
|
|
mock_response.status_code = 401
|
|
mock_response.text = "unauthorized"
|
|
|
|
with patch.object(
|
|
logger.async_httpx_handler, "post", new_callable=AsyncMock
|
|
) as mock_post:
|
|
mock_post.return_value = mock_response
|
|
await logger.flush_in_memory_records()
|
|
|
|
assert logger.headers is None
|
|
assert logger.in_memory_records == [{"records": "x"}]
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_log_success_preserves_passthrough_messages(
|
|
galileo_v2_env,
|
|
):
|
|
import datetime
|
|
|
|
logger = GalileoObserve()
|
|
logger.batch_size = 2
|
|
messages = [
|
|
{"role": "system", "content": "be helpful"},
|
|
{"role": "user", "content": "hi"},
|
|
]
|
|
|
|
await logger.async_log_success_event(
|
|
kwargs={
|
|
"call_type": "pass_through_endpoint",
|
|
"model": "gpt",
|
|
"messages": messages,
|
|
"standard_logging_object": {
|
|
"call_type": "pass_through_endpoint",
|
|
"model": "gpt",
|
|
"prompt_tokens": 1,
|
|
"completion_tokens": 2,
|
|
"total_tokens": 0,
|
|
"response_cost": 0.001,
|
|
"startTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 0, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
"endTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 1, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
},
|
|
},
|
|
response_obj={"response": "ok"},
|
|
start_time=datetime.datetime(2026, 5, 25, 12, 0, 0),
|
|
end_time=datetime.datetime(2026, 5, 25, 12, 0, 1),
|
|
)
|
|
|
|
assert logger.in_memory_records[0]["messages"] == messages
|
|
assert logger.in_memory_records[0]["num_total_tokens"] == 3
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_galileo_async_log_success_appends_and_flushes(galileo_v2_env):
|
|
import datetime
|
|
|
|
logger = GalileoObserve()
|
|
response = ModelResponse(
|
|
choices=[
|
|
Choices(message=Message(content="reply", role="assistant", annotations=[]))
|
|
],
|
|
usage={"prompt_tokens": 1, "completion_tokens": 2},
|
|
)
|
|
|
|
flushed_url: dict = {}
|
|
mock_response = MagicMock()
|
|
mock_response.is_success = True
|
|
mock_response.status_code = 200
|
|
|
|
async def fake_post(**kwargs):
|
|
flushed_url["url"] = kwargs.get("url")
|
|
return mock_response
|
|
|
|
with patch.object(logger.async_httpx_handler, "post", side_effect=fake_post):
|
|
await logger.async_log_success_event(
|
|
kwargs={
|
|
"call_type": "acompletion",
|
|
"model": "gpt",
|
|
"messages": [{"role": "user", "content": "hi"}],
|
|
"standard_logging_object": {
|
|
"call_type": "acompletion",
|
|
"model": "gpt",
|
|
"messages": [{"role": "user", "content": "hi"}],
|
|
"prompt_tokens": 1,
|
|
"completion_tokens": 2,
|
|
"total_tokens": 3,
|
|
"response_cost": 0.001,
|
|
"startTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 0, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
"endTime": datetime.datetime(
|
|
2026, 5, 25, 12, 0, 1, tzinfo=datetime.timezone.utc
|
|
).timestamp(),
|
|
},
|
|
},
|
|
response_obj=response,
|
|
start_time=datetime.datetime(2026, 5, 25, 12, 0, 0),
|
|
end_time=datetime.datetime(2026, 5, 25, 12, 0, 1),
|
|
)
|
|
|
|
assert "/ingest/traces/" in flushed_url["url"]
|
|
assert logger.in_memory_records == []
|