Files
web-page-backend/saju-lab/tests/test_pipeline.py

155 lines
5.0 KiB
Python

import json
import pytest
import respx
import httpx
from app.interpret import pipeline
from app.interpret.pipeline import SajuError
@pytest.fixture(autouse=True)
def _patch_key(monkeypatch):
monkeypatch.setattr(pipeline, "ANTHROPIC_API_KEY", "test-key")
SAJU_ITEM_KEYS = [
"기질", "오행밸런스", "지지상호작용", "신살영향",
"재물운", "직업적성", "애정운", "건강운",
"현재대운", "올해세운", "인생황금기", "종합조언",
]
def _valid_saju_response():
items = []
for k in SAJU_ITEM_KEYS:
items.append({
"key": k, "title": "...", "content": "...",
"evidence": {"saju_element": "...", "reasoning": "..."}
})
return {
"items": items,
"summary": "...",
"advice": "...",
"warning": None,
"confidence": "medium",
}
def _valid_compat_response():
return {
"summary": "...",
"strengths": [
{"title": "오행 상생", "explanation": "...", "evidence": "..."},
{"title": "...", "explanation": "...", "evidence": "..."},
],
"challenges": [
{"title": "...", "explanation": "...", "evidence": "..."},
{"title": "...", "explanation": "...", "evidence": "..."},
],
"advice": "...",
"warning": None,
"confidence": "high",
}
def _claude_envelope(text: str, in_tok=200, out_tok=400):
return {
"content": [{"type": "text", "text": text}],
"usage": {"input_tokens": in_tok, "output_tokens": out_tok},
}
@respx.mock
async def test_saju_interpret_success():
respx.post("https://api.anthropic.com/v1/messages").mock(
return_value=httpx.Response(200, json=_claude_envelope(json.dumps(_valid_saju_response())))
)
result = await pipeline.interpret_saju(
saju={"day_stem": ""},
analysis={"element_balance": {"": 3.0}},
daeun=[{"age": 10}],
current_year=2026,
)
assert result["reroll_count"] == 0
assert result["tokens_in"] == 200
assert result["cost_usd"] > 0
@respx.mock
async def test_saju_codeblock_stripped():
text = "```json\n" + json.dumps(_valid_saju_response()) + "\n```"
respx.post("https://api.anthropic.com/v1/messages").mock(
return_value=httpx.Response(200, json=_claude_envelope(text))
)
result = await pipeline.interpret_saju(saju={}, analysis={}, daeun=[], current_year=2026)
assert "interpretation_json" in result
@respx.mock
async def test_saju_reroll_then_success():
valid = json.dumps(_valid_saju_response())
invalid = json.dumps({"items": [], "summary": "...", "advice": "", "confidence": "medium"})
respx.post("https://api.anthropic.com/v1/messages").mock(
side_effect=[
httpx.Response(200, json=_claude_envelope(invalid)),
httpx.Response(200, json=_claude_envelope(valid)),
]
)
result = await pipeline.interpret_saju(saju={}, analysis={}, daeun=[], current_year=2026)
assert result["reroll_count"] == 1
@respx.mock
async def test_saju_reroll_fail_raises():
invalid = json.dumps({"items": [], "summary": "...", "advice": "", "confidence": "medium"})
respx.post("https://api.anthropic.com/v1/messages").mock(
return_value=httpx.Response(200, json=_claude_envelope(invalid))
)
with pytest.raises(SajuError):
await pipeline.interpret_saju(saju={}, analysis={}, daeun=[], current_year=2026)
@respx.mock
async def test_saju_http_error():
respx.post("https://api.anthropic.com/v1/messages").mock(
return_value=httpx.Response(500, text="boom")
)
with pytest.raises(SajuError):
await pipeline.interpret_saju(saju={}, analysis={}, daeun=[], current_year=2026)
@respx.mock
async def test_compat_interpret_success():
respx.post("https://api.anthropic.com/v1/messages").mock(
return_value=httpx.Response(200, json=_claude_envelope(json.dumps(_valid_compat_response())))
)
result = await pipeline.interpret_compat(
saju_a={"day_stem": ""}, saju_b={"day_stem": ""},
analysis_a={}, analysis_b={},
score=85, breakdown={"day_master_element": {"score": 25}},
)
assert result["reroll_count"] == 0
assert "interpretation_json" in result
@respx.mock
async def test_compat_reroll_then_success():
valid = json.dumps(_valid_compat_response())
invalid = json.dumps({"summary": "...", "strengths": [], "challenges": [], "advice": "", "confidence": "high"})
respx.post("https://api.anthropic.com/v1/messages").mock(
side_effect=[
httpx.Response(200, json=_claude_envelope(invalid)),
httpx.Response(200, json=_claude_envelope(valid)),
]
)
result = await pipeline.interpret_compat(
saju_a={}, saju_b={}, analysis_a={}, analysis_b={},
score=50, breakdown={},
)
assert result["reroll_count"] == 1
def test_calc_cost():
cost = pipeline.calc_cost(1_000_000, 1_000_000)
assert cost == pipeline.SAJU_COST_INPUT_PER_M + pipeline.SAJU_COST_OUTPUT_PER_M