infoxtractor/tests/live/test_ollama_client_live.py
Dirk Riemann 5ee74f367c
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chore(model): switch default IX_DEFAULT_MODEL to qwen3:14b (already on host)
The home server's Ollama doesn't have gpt-oss:20b pulled; qwen3:14b is
already there and is what mammon's chat agent uses. Switching the default
now so the first deploy passes the /healthz ollama probe without an extra
`ollama pull` step. The spec lists gpt-oss:20b as a concrete example;
qwen3:14b is equally on-prem and Ollama-structured-output-compatible.

Touched: AppConfig default, BankStatementHeader Request.default_model,
.env.example, setup_server.sh ollama-list check, AGENTS.md, deployment.md,
live tests. Unit tests that hard-coded the old model string but don't
assert the default were left alone.

Also: ASCII en-dash in e2e_smoke.py Paperless-style text (ruff RUF001).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-18 12:20:23 +02:00

70 lines
2.3 KiB
Python

"""Live tests for :class:`OllamaClient` — gated on ``IX_TEST_OLLAMA=1``.
Never runs in CI (Forgejo runner has no LAN access to Ollama). Run locally::
IX_TEST_OLLAMA=1 uv run pytest tests/live/test_ollama_client_live.py -v
Assumes the Ollama server at ``http://192.168.68.42:11434`` already has
``qwen3:14b`` pulled.
"""
from __future__ import annotations
import os
import pytest
from ix.genai.ollama_client import OllamaClient
from ix.use_cases.bank_statement_header import BankStatementHeader
pytestmark = [
pytest.mark.live,
pytest.mark.skipif(
os.environ.get("IX_TEST_OLLAMA") != "1",
reason="live: IX_TEST_OLLAMA=1 required",
),
]
_OLLAMA_URL = "http://192.168.68.42:11434"
_MODEL = "qwen3:14b"
async def test_structured_output_round_trip() -> None:
"""Real Ollama returns a parsed BankStatementHeader instance."""
client = OllamaClient(base_url=_OLLAMA_URL, per_call_timeout_s=300.0)
result = await client.invoke(
request_kwargs={
"model": _MODEL,
"messages": [
{
"role": "system",
"content": (
"You extract bank statement header fields. "
"Return valid JSON matching the given schema. "
"Do not invent values."
),
},
{
"role": "user",
"content": (
"Bank: Deutsche Kreditbank (DKB)\n"
"Currency: EUR\n"
"IBAN: DE89370400440532013000\n"
"Period: 2025-01-01 to 2025-01-31"
),
},
],
},
response_schema=BankStatementHeader,
)
assert isinstance(result.parsed, BankStatementHeader)
assert isinstance(result.parsed.bank_name, str)
assert result.parsed.bank_name # non-empty
assert isinstance(result.parsed.currency, str)
assert result.model_name # server echoes a model name
async def test_selfcheck_ok_against_real_server() -> None:
"""``selfcheck`` returns ``ok`` when the target model is pulled."""
client = OllamaClient(base_url=_OLLAMA_URL, per_call_timeout_s=5.0)
assert await client.selfcheck(expected_model=_MODEL) == "ok"