haiku.rag/tests/conftest.py
Yiorgis Gozadinos 7f7223e0ac
Default to ollama:qwen3.8
Replaces gpt-oss on ModelConfig, qa.model and processing.title_model, and
ministral-3 on the picture-description model. qa.model.vision follows the
model and is now true.

enable_thinking was gated on the gpt-oss name, so it did nothing for
qwen3.8. With title_model's max_tokens of 100 the reasoning consumed the
whole budget and title generation returned an empty string. The mapping
now applies to any ollama model via reasoning_effort(): false sends
"none", true sends "high". Measured on qwen3.8:27b-mlx, "low" does not
disable thinking and "none" does; gpt-oss is the inverse, its template
has no "none" level, so it keeps "low".

Picture description bypasses get_model -- docling posts the request
itself from a params dict -- so the flag was inert on that path too.
vlm_api_params() carries reasoning_effort into both converters' request
bodies. At max_tokens 200 the description survived either way, but the
switch cut completion tokens from 141 to 45.

test_search_tool_skips_binary_content_when_qa_model_is_text_only asserted
the vision default rather than setting it; it now configures vision=False
itself.

docs/benchmarks.md keeps ministral-3: those are recorded measurements.
2026-09-04 12:36:36 +03:00

262 lines
8.7 KiB
Python

import json
import logging
import os
import tempfile
from collections.abc import Iterator
from contextlib import contextmanager
from pathlib import Path
from typing import TYPE_CHECKING, Any
# Prevent tests from loading user's local haiku.rag.yaml by setting env var
# to a test config file BEFORE any haiku.rag imports.
# Uses Ollama for embeddings - HTTP calls are recorded/replayed via VCR.
_test_config_dir = tempfile.mkdtemp()
_test_config_path = Path(_test_config_dir) / "test-defaults.yaml"
_test_config_path.write_text("""
embeddings:
model:
provider: ollama
name: qwen3-embedding:4b
vector_dim: 2560
""")
os.environ["HAIKU_RAG_CONFIG_PATH"] = str(_test_config_path)
import pydantic_ai.models # noqa: E402
import pytest # noqa: E402
import yaml # noqa: E402
from .services import reachable # noqa: E402
if TYPE_CHECKING:
from vcr import VCR
from haiku.rag.client import HaikuRAG
from haiku.rag.client.scope import DatabaseScope
from haiku.rag.client.session import SingleDatabaseSession
from haiku.rag.config.models import AppConfig
setattr(pydantic_ai.models, "ALLOW_MODEL_REQUESTS", False)
logging.getLogger("vcr.cassette").setLevel(logging.WARNING)
@contextmanager
def capture_logs(
logger: logging.Logger, level: int
) -> Iterator[list[logging.LogRecord]]:
"""Collect records emitted by ``logger`` at or above ``level``.
Attaches directly to the given logger instead of using ``caplog``:
``haiku.rag.logging.get_logger()`` sets ``propagate=False`` on the
``haiku.rag`` logger, so records never reach caplog's root handler once
any test in the session has called it.
"""
records: list[logging.LogRecord] = []
class _ListHandler(logging.Handler):
def emit(self, record: logging.LogRecord) -> None:
records.append(record)
handler = _ListHandler(level=level)
logger.addHandler(handler)
try:
yield records
finally:
logger.removeHandler(handler)
@pytest.fixture(scope="session")
def qa_corpus() -> list[dict[str, str]]:
corpus_path = Path(__file__).parent / "data" / "qa_corpus.json"
with open(corpus_path) as f:
return json.load(f)
@pytest.fixture
def temp_db_path(tmp_path):
"""Create a temporary database path for testing.
Note: Tests that need a database should use HaikuRAG with create=True.
"""
return tmp_path / "test.lancedb"
@pytest.fixture
def temp_yaml_config(tmp_path, monkeypatch):
"""Create a temporary YAML config file for testing.
This fixture creates a config file in a temp directory and sets
the environment variable so config.py will load it.
"""
config_file = tmp_path / "test-config.yaml"
config_data = {
"environment": "production",
"storage": {
"data_dir": "",
"monitor_directories": [],
"vacuum_retention_seconds": 60,
},
"embeddings": {
"model": {
"provider": "ollama",
"name": "qwen3-embedding:4b",
"vector_dim": 2560,
}
},
"qa": {"model": {"provider": "ollama", "name": "qwen3.8"}},
}
with open(config_file, "w") as f:
yaml.dump(config_data, f)
# Set env var so config loader will find it
monkeypatch.setenv("HAIKU_RAG_CONFIG_PATH", str(config_file))
yield config_file
@pytest.fixture
def allow_model_requests():
with pydantic_ai.models.override_allow_model_requests(True):
yield
@pytest.fixture(autouse=True)
def set_mock_api_keys(monkeypatch):
"""Set mock API keys for providers that require them during initialization."""
if not os.getenv("OPENAI_API_KEY"):
monkeypatch.setenv("OPENAI_API_KEY", "sk-mock-key-for-vcr-playback")
if not os.getenv("ANTHROPIC_API_KEY"):
monkeypatch.setenv("ANTHROPIC_API_KEY", "sk-ant-mock-key-for-vcr-playback")
if not os.getenv("CO_API_KEY"):
monkeypatch.setenv("CO_API_KEY", "mock-cohere-key-for-vcr-playback")
if not os.getenv("ZEROENTROPY_API_KEY"):
monkeypatch.setenv("ZEROENTROPY_API_KEY", "mock-ze-key-for-vcr-playback")
if not os.getenv("VOYAGE_API_KEY"):
monkeypatch.setenv("VOYAGE_API_KEY", "mock-voyage-key-for-vcr-playback")
if not os.getenv("GROQ_API_KEY"):
monkeypatch.setenv("GROQ_API_KEY", "mock-groq-key-for-vcr-playback")
if not os.getenv("GOOGLE_API_KEY"):
monkeypatch.setenv("GOOGLE_API_KEY", "mock-google-key-for-vcr-playback")
if not os.getenv("AWS_DEFAULT_REGION"):
monkeypatch.setenv("AWS_DEFAULT_REGION", "us-east-1")
def pytest_recording_configure(config: Any, vcr: "VCR"):
from . import json_body_serializer
vcr.register_serializer("yaml", json_body_serializer)
@pytest.fixture(scope="module")
def vcr_config():
return {
"ignore_localhost": False,
"ignore_hosts": ["huggingface.co"],
"filter_headers": ["authorization", "x-api-key"],
"decode_compressed_response": True,
}
@pytest.fixture(scope="session")
def doclaynet_first_page_pdf(tmp_path_factory) -> Path:
"""One-page extract of ``tests/data/doclaynet.pdf`` (the full DocLayNet
arXiv paper). Most existing tests only need a small PDF with at least
one picture; this avoids running docling over all nine pages of the
paper just to assert ``pictures != []``. The full paper is used
directly by the split-and-merge integration test."""
import pypdfium2 as pdfium
src_path = Path(__file__).parent / "data" / "doclaynet.pdf"
out_dir = tmp_path_factory.mktemp("doclaynet")
out_path = out_dir / "page0.pdf"
src = pdfium.PdfDocument(str(src_path))
try:
dst = pdfium.PdfDocument.new()
try:
dst.import_pages(src, [0])
with open(out_path, "wb") as f:
dst.save(f)
finally:
dst.close()
finally:
src.close()
return out_path
# --- external services for integration tests ---
#
# Integration tests (marked `integration`, excluded in CI via `-m "not
# integration"`) need external services. Bring them up with
# docker compose -f tests/docker/docker-compose.yml up -d
# These fixtures hand the test a connection URL when the service is reachable
# (or when the matching env var points at an external instance), and skip the
# test otherwise.
_COMPOSE_HINT = (
"start it with `docker compose -f tests/docker/docker-compose.yml up -d`"
)
@pytest.fixture(scope="session")
def postgres_dburi() -> str:
"""A reachable Postgres queue URL. Uses HAIKU_RAG_TEST_PG_DBURI when set,
otherwise the docker-compose `postgres` service. Skips when neither is up."""
override = os.environ.get("HAIKU_RAG_TEST_PG_DBURI")
if override:
return override
if not reachable("localhost", 55432):
pytest.skip(f"Postgres not reachable on localhost:55432 — {_COMPOSE_HINT}")
return "postgresql+asyncpg://haiku:secret@localhost:55432/haiku_rag_test"
@pytest.fixture(scope="session")
def docling_serve_url() -> str:
"""A reachable docling-serve base URL. Uses HAIKU_RAG_TEST_DOCLING_SERVE_URL
when set, otherwise the docker-compose `docling-serve` service. Skips when
neither is up."""
override = os.environ.get("HAIKU_RAG_TEST_DOCLING_SERVE_URL")
if override:
return override
if not reachable("localhost", 5001):
pytest.skip(f"docling-serve not reachable on localhost:5001 — {_COMPOSE_HINT}")
return "http://localhost:5001"
def writing(client: "HaikuRAG") -> "SingleDatabaseSession":
"""The database a write implementation works on, from a client holding one.
Write implementations take a session, never a client, so a set can
never reach them. Tests that call one directly go through here."""
from haiku.rag.client.session import SingleDatabaseSession
assert isinstance(client._session, SingleDatabaseSession)
return client._session
def for_path(
db_path: "Path | str | None" = None, config: "AppConfig | None" = None
) -> "DatabaseScope":
"""A scope covering one database at `db_path`.
The application layer takes the databases it works on, already resolved.
Tests that hold a path and need a scope go through here.
"""
from haiku.rag.client.scope import DatabaseScope
from haiku.rag.config import get_config
return DatabaseScope.resolve(
config if config is not None else get_config(), database_path=db_path
)
@contextmanager
def _covering_returns(stub, client):
"""Make a patched `HaikuRAG` hand back `client` however it is constructed.
The TUIs build their client through `HaikuRAG._covering`, so patching the
constructor alone leaves `_covering` answering with a fresh Mock.
"""
stub.return_value = client
stub._covering.return_value = client
yield stub