agnes-the-ai-analyst/tests/test_keboola_extractor_full.py
ZdenekSrotyr 4751094e1c
fix(keboola): per-table fallback to legacy Storage-API client (#183)
* fix(keboola): per-table fallback to legacy Storage-API client

The DuckDB Keboola extension's per-table COPY fails with
`Schema '..."in.c-..."' does not exist or not authorized` on
projects whose Snowflake backend doesn't expose bucket schemas
to the storage-token-derived QueryService role
(keboola/duckdb-extension#17). ATTACH itself succeeds, so the
existing extension-level fallback in `_try_attach_extension`
never triggers — the table is just marked failed.

- Promote `kbcstorage>=0.9.0` from optional to core dep so the
  legacy client import in `_extract_via_legacy` doesn't crash
  default installs with `ModuleNotFoundError`.
- Wrap `_extract_via_extension` in a per-table try/except so a
  scan failure retries via `_extract_via_legacy` instead of
  recording `tables_failed` and moving on.

Slower than the extension path, but produces correct parquets
on affected projects while the upstream extension fix lands.

* test(keboola): cover per-table extension→legacy fallback

Two existing tests mocked _extract_via_extension to throw and asserted
the original message survived in result["errors"]. With per-table
fallback, the new flow retries via _extract_via_legacy — which on the
mock URLs would throw a different (404 / DNS-fail) error, replacing the
asserted message.

- Mock _extract_via_legacy alongside _extract_via_extension in
  test_network_timeout_during_extraction +
  test_partial_failure_continues +
  test_all_tables_fail_returns_full_failure_stats so the assertion
  observes the final propagated error from the fallback chain.
- Add test_extension_per_table_failure_falls_back_to_legacy that
  exercises the new behavior directly: extension scan fails with the
  QueryService schema-not-authorized message
  (keboola/duckdb-extension#17), legacy succeeds, parquet ends up
  queryable.
2026-05-05 15:47:44 +02:00

238 lines
9.6 KiB
Python

"""Full tests for the Keboola extractor connector."""
from pathlib import Path
from unittest.mock import patch
import duckdb
import pytest
from tests.conftest import create_mock_extract
from tests.helpers.contract import validate_extract_contract
@pytest.fixture
def output_dir(tmp_path):
d = tmp_path / "extracts" / "keboola"
d.mkdir(parents=True)
return str(d)
@pytest.fixture
def extracts_dir(tmp_path):
d = tmp_path / "extracts"
d.mkdir(parents=True)
return d
@pytest.fixture
def sample_local_configs():
return [
{
"id": "in.c-finance.orders",
"name": "orders",
"source_type": "keboola",
"bucket": "in.c-finance",
"source_table": "orders",
"query_mode": "local",
"description": "Finance orders",
},
{
"id": "in.c-finance.customers",
"name": "customers",
"source_type": "keboola",
"bucket": "in.c-finance",
"source_table": "customers",
"query_mode": "local",
"description": "Customer data",
},
]
def _mock_attach(conn, url, token):
"""Mock extension attach: creates kbc alias so views can be created."""
conn.execute("ATTACH ':memory:' AS kbc")
return True
def _write_parquet(pq_path, data_sql="SELECT 1 AS id, 'test' AS name"):
local_conn = duckdb.connect()
local_conn.execute(f"COPY ({data_sql}) TO '{pq_path}' (FORMAT PARQUET)")
local_conn.close()
class TestKeboolaExtractorFull:
def test_run_with_extension_creates_contract_compliant_db(self, output_dir, sample_local_configs):
"""run() with extension produces extract.duckdb that passes contract validation."""
from connectors.keboola.extractor import run
def write_pq(conn, tc, pq_path):
_write_parquet(pq_path, "SELECT 1 AS id, 'Alice' AS name")
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=_mock_attach), \
patch("connectors.keboola.extractor._extract_via_extension", side_effect=write_pq):
result = run(output_dir, sample_local_configs, "https://kbc.example.com", "token-abc")
assert result["tables_extracted"] == 2
assert result["tables_failed"] == 0
assert result["errors"] == []
db_path = str(Path(output_dir) / "extract.duckdb")
validate_extract_contract(db_path)
def test_run_fallback_to_legacy_client(self, output_dir):
"""When DuckDB extension unavailable, falls back to legacy client."""
from connectors.keboola.extractor import run
configs = [{"name": "t", "id": "in.c-test.t", "query_mode": "local", "description": ""}]
def mock_legacy(tc, pq_path, url, token):
_write_parquet(pq_path, "SELECT 99 AS value")
with patch("connectors.keboola.extractor._try_attach_extension", return_value=False), \
patch("connectors.keboola.extractor._extract_via_legacy", side_effect=mock_legacy):
result = run(output_dir, configs, "https://kbc.example.com", "token-abc")
assert result["tables_extracted"] == 1
assert result["tables_failed"] == 0
# Verify data is actually readable (parquet stores integers as int, not str)
conn = duckdb.connect(str(Path(output_dir) / "extract.duckdb"), read_only=True)
row = conn.execute("SELECT value FROM t").fetchone()
conn.close()
assert row[0] == 99
def test_meta_table_schema_correct(self, output_dir):
"""_meta table must have exactly the required columns in the right order."""
from connectors.keboola.extractor import run
configs = [{"name": "t", "query_mode": "local", "description": "desc"}]
def write_pq(conn, tc, pq_path):
_write_parquet(pq_path, "SELECT 1 AS x")
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=_mock_attach), \
patch("connectors.keboola.extractor._extract_via_extension", side_effect=write_pq):
run(output_dir, configs, "https://kbc.example.com", "token-abc")
conn = duckdb.connect(str(Path(output_dir) / "extract.duckdb"), read_only=True)
cols = conn.execute(
"SELECT column_name FROM information_schema.columns "
"WHERE table_name='_meta' ORDER BY ordinal_position"
).fetchall()
conn.close()
assert [c[0] for c in cols] == [
"table_name", "description", "rows", "size_bytes", "extracted_at", "query_mode"
]
def test_remote_attach_table_created_for_remote_tables(self, output_dir):
"""_remote_attach table is created when any table has query_mode='remote'."""
from connectors.keboola.extractor import run
def mock_attach_with_schema(conn, url, token):
conn.execute("ATTACH ':memory:' AS kbc")
conn.execute('CREATE SCHEMA kbc."in.c-events"')
conn.execute('CREATE TABLE kbc."in.c-events"."big_table" (id VARCHAR)')
return True
configs = [{
"name": "big_table",
"bucket": "in.c-events",
"source_table": "big_table",
"query_mode": "remote",
"description": "Large remote table",
}]
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=mock_attach_with_schema):
result = run(output_dir, configs, "https://kbc.example.com", "token-abc")
assert result["tables_extracted"] == 1
conn = duckdb.connect(str(Path(output_dir) / "extract.duckdb"), read_only=True)
ra = conn.execute("SELECT alias, extension, url, token_env FROM _remote_attach").fetchone()
conn.close()
assert ra[0] == "kbc"
assert ra[1] == "keboola"
assert ra[2] == "https://kbc.example.com"
assert ra[3] == "KEBOOLA_STORAGE_TOKEN"
def test_remote_tables_not_downloaded(self, output_dir):
"""Remote tables have no parquet file — they are views pointing to kbc."""
from connectors.keboola.extractor import run
def mock_attach_with_schema(conn, url, token):
conn.execute("ATTACH ':memory:' AS kbc")
conn.execute('CREATE SCHEMA kbc."in.c-big"')
conn.execute('CREATE TABLE kbc."in.c-big"."events" (id VARCHAR)')
return True
configs = [{
"name": "events",
"bucket": "in.c-big",
"source_table": "events",
"query_mode": "remote",
"description": "",
}]
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=mock_attach_with_schema):
run(output_dir, configs, "https://kbc.example.com", "token-abc")
# No parquet file for remote table
assert not (Path(output_dir) / "data" / "events.parquet").exists()
# _meta has remote query_mode
conn = duckdb.connect(str(Path(output_dir) / "extract.duckdb"), read_only=True)
row = conn.execute("SELECT query_mode FROM _meta WHERE table_name='events'").fetchone()
conn.close()
assert row[0] == "remote"
def test_partial_failure_continues(self, output_dir, sample_local_configs):
"""A single table failure should not abort remaining tables."""
from connectors.keboola.extractor import run
call_count = [0]
def failing_first(conn, tc, pq_path):
call_count[0] += 1
if call_count[0] == 1:
raise RuntimeError("Connection reset")
_write_parquet(pq_path, "SELECT 1 AS id")
# When extension scan fails, the per-table flow now retries via
# _extract_via_legacy. Mock it to re-raise so we observe the final
# error surface; the contract under test is "single table failure
# doesn't abort remaining tables", not which path produced the
# message.
def legacy_reraise(tc, pq_path, url, token):
raise RuntimeError("Connection reset")
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=_mock_attach), \
patch("connectors.keboola.extractor._extract_via_extension", side_effect=failing_first), \
patch("connectors.keboola.extractor._extract_via_legacy", side_effect=legacy_reraise):
result = run(output_dir, sample_local_configs, "https://kbc.example.com", "token-abc")
assert result["tables_extracted"] == 1
assert result["tables_failed"] == 1
assert len(result["errors"]) == 1
assert "Connection reset" in result["errors"][0]["error"]
def test_create_mock_extract_contract(self, extracts_dir):
"""create_mock_extract helper produces contract-compliant extract.duckdb."""
db_path = create_mock_extract(extracts_dir, "keboola", [
{"name": "orders", "data": [{"id": "1", "amount": "100"}], "query_mode": "local"},
])
validate_extract_contract(str(db_path))
def test_data_directory_created(self, output_dir, sample_local_configs):
"""data/ subdirectory is created alongside extract.duckdb."""
from connectors.keboola.extractor import run
def write_pq(conn, tc, pq_path):
_write_parquet(pq_path, "SELECT 1 AS id")
with patch("connectors.keboola.extractor._try_attach_extension", side_effect=_mock_attach), \
patch("connectors.keboola.extractor._extract_via_extension", side_effect=write_pq):
run(output_dir, sample_local_configs, "https://kbc.example.com", "token-abc")
assert (Path(output_dir) / "data").is_dir()
assert (Path(output_dir) / "data" / "orders.parquet").exists()
assert (Path(output_dir) / "data" / "customers.parquet").exists()