agnes-the-ai-analyst/tests/test_orchestrator.py
ZdenekSrotyr 06e1cf0a8d feat: generic _remote_attach contract for remote DuckDB extension views
Extractors with remote tables now write a _remote_attach table into
extract.duckdb so the orchestrator can re-ATTACH external extensions
at query time. The mechanism is source-agnostic — any connector can use it.

- Keboola extractor writes _remote_attach + creates views on kbc.*
- Orchestrator reads _remote_attach, installs extension, reads token from env
- Graceful degradation: missing token → warning, local tables still work
2026-04-08 18:10:12 +02:00

262 lines
9.5 KiB
Python

"""Tests for SyncOrchestrator."""
import os
from pathlib import Path
import duckdb
import pytest
@pytest.fixture
def setup_env(tmp_path):
"""Set up DATA_DIR and return paths."""
os.environ["DATA_DIR"] = str(tmp_path)
extracts_dir = tmp_path / "extracts"
extracts_dir.mkdir()
analytics_dir = tmp_path / "analytics"
analytics_dir.mkdir()
state_dir = tmp_path / "state"
state_dir.mkdir()
yield {
"data_dir": tmp_path,
"extracts_dir": extracts_dir,
"analytics_db": str(analytics_dir / "server.duckdb"),
}
# Clean up env var to avoid leaking between tests
os.environ.pop("DATA_DIR", None)
def _create_mock_extract(extracts_dir: Path, source_name: str, tables: list[dict]):
"""Create a mock extract.duckdb with _meta and views."""
source_dir = extracts_dir / source_name
source_dir.mkdir()
data_dir = source_dir / "data"
data_dir.mkdir()
db_path = source_dir / "extract.duckdb"
conn = duckdb.connect(str(db_path))
conn.execute(
"""CREATE TABLE _meta (
table_name VARCHAR, description VARCHAR, rows BIGINT,
size_bytes BIGINT, extracted_at TIMESTAMP,
query_mode VARCHAR DEFAULT 'local'
)"""
)
for t in tables:
name = t["name"]
rows_data = t.get("data", [])
query_mode = t.get("query_mode", "local")
# Create an actual table (simulating what a view on parquet would look like)
if rows_data:
cols = ", ".join(f"{k} VARCHAR" for k in rows_data[0].keys())
conn.execute(f'CREATE TABLE "{name}" ({cols})')
for row in rows_data:
vals = ", ".join(f"'{v}'" for v in row.values())
conn.execute(f'INSERT INTO "{name}" VALUES ({vals})')
else:
conn.execute(f'CREATE TABLE "{name}" (id VARCHAR)')
row_count = len(rows_data)
conn.execute(
"INSERT INTO _meta VALUES (?, ?, ?, ?, current_timestamp, ?)",
[name, t.get("description", ""), row_count, 0, query_mode],
)
conn.close()
class TestSyncOrchestrator:
def test_rebuild_empty_extracts(self, setup_env):
from src.orchestrator import SyncOrchestrator
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert result == {}
def test_rebuild_single_source(self, setup_env):
from src.orchestrator import SyncOrchestrator
_create_mock_extract(
setup_env["extracts_dir"],
"keboola",
[
{"name": "orders", "data": [{"id": "1", "total": "100"}]},
{"name": "customers", "data": [{"id": "1", "name": "Alice"}]},
],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "keboola" in result
assert set(result["keboola"]) == {"orders", "customers"}
# Verify views work when source is attached (as the orchestrator leaves it)
# Open a fresh connection and re-attach to simulate how the analytics DB is used
conn = duckdb.connect(setup_env["analytics_db"])
try:
extract_path = setup_env["extracts_dir"] / "keboola" / "extract.duckdb"
conn.execute(f"ATTACH '{extract_path}' AS keboola (READ_ONLY)")
row = conn.execute("SELECT total FROM orders WHERE id='1'").fetchone()
assert row[0] == "100"
finally:
conn.close()
def test_rebuild_multiple_sources(self, setup_env):
from src.orchestrator import SyncOrchestrator
_create_mock_extract(
setup_env["extracts_dir"],
"keboola",
[{"name": "orders", "data": [{"id": "1"}]}],
)
_create_mock_extract(
setup_env["extracts_dir"],
"jira",
[{"name": "issues", "data": [{"key": "PROJ-1"}]}],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "keboola" in result
assert "jira" in result
def test_rebuild_skips_missing_extract_db(self, setup_env):
from src.orchestrator import SyncOrchestrator
# Create directory without extract.duckdb
(setup_env["extracts_dir"] / "broken").mkdir()
_create_mock_extract(
setup_env["extracts_dir"],
"keboola",
[{"name": "orders", "data": [{"id": "1"}]}],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "broken" not in result
assert "keboola" in result
def test_rebuild_source_single(self, setup_env):
from src.orchestrator import SyncOrchestrator
_create_mock_extract(
setup_env["extracts_dir"],
"jira",
[{"name": "issues", "data": [{"key": "PROJ-1"}]}],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
tables = orch.rebuild_source("jira")
assert "issues" in tables
def test_rebuild_source_nonexistent(self, setup_env):
from src.orchestrator import SyncOrchestrator
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
tables = orch.rebuild_source("nonexistent")
assert tables == []
def test_rebuild_with_remote_tables(self, setup_env):
from src.orchestrator import SyncOrchestrator
_create_mock_extract(
setup_env["extracts_dir"],
"bigquery",
[
{
"name": "page_views",
"query_mode": "remote",
"data": [{"url": "/home"}],
}
],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "bigquery" in result
assert "page_views" in result["bigquery"]
def test_rebuild_reads_remote_attach_table(self, setup_env):
"""Orchestrator reads _remote_attach and attempts to ATTACH the extension."""
from unittest.mock import patch
from src.orchestrator import SyncOrchestrator
# Create extract.duckdb with _remote_attach + a local table
source_dir = setup_env["extracts_dir"] / "keboola"
source_dir.mkdir()
(source_dir / "data").mkdir()
db_path = source_dir / "extract.duckdb"
conn = duckdb.connect(str(db_path))
conn.execute("""CREATE TABLE _meta (
table_name VARCHAR, description VARCHAR, rows BIGINT,
size_bytes BIGINT, extracted_at TIMESTAMP,
query_mode VARCHAR DEFAULT 'local'
)""")
conn.execute("""CREATE TABLE _remote_attach (
alias VARCHAR, extension VARCHAR, url VARCHAR, token_env VARCHAR
)""")
conn.execute(
"INSERT INTO _remote_attach VALUES ('kbc', 'keboola', 'https://kbc.example.com', 'KEBOOLA_STORAGE_TOKEN')"
)
# Local table (has data, works without extension)
conn.execute('CREATE TABLE "orders" (id VARCHAR)')
conn.execute("INSERT INTO orders VALUES ('1')")
conn.execute(
"INSERT INTO _meta VALUES ('orders', '', 1, 0, current_timestamp, 'local')"
)
conn.close()
# Token env is set but extension install will fail (not available in test)
# — orchestrator should log warning and continue with local tables
with patch.dict(os.environ, {"KEBOOLA_STORAGE_TOKEN": "test-token"}):
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "keboola" in result
assert "orders" in result["keboola"]
def test_rebuild_remote_attach_skips_missing_token(self, setup_env):
"""Orchestrator skips remote ATTACH when env var is not set."""
from src.orchestrator import SyncOrchestrator
source_dir = setup_env["extracts_dir"] / "keboola"
source_dir.mkdir()
(source_dir / "data").mkdir()
db_path = source_dir / "extract.duckdb"
conn = duckdb.connect(str(db_path))
conn.execute("""CREATE TABLE _meta (
table_name VARCHAR, description VARCHAR, rows BIGINT,
size_bytes BIGINT, extracted_at TIMESTAMP,
query_mode VARCHAR DEFAULT 'local'
)""")
conn.execute("""CREATE TABLE _remote_attach (
alias VARCHAR, extension VARCHAR, url VARCHAR, token_env VARCHAR
)""")
conn.execute(
"INSERT INTO _remote_attach VALUES ('kbc', 'keboola', 'https://kbc.example.com', 'NONEXISTENT_TOKEN_VAR')"
)
conn.execute('CREATE TABLE "orders" (id VARCHAR)')
conn.execute(
"INSERT INTO _meta VALUES ('orders', '', 0, 0, current_timestamp, 'local')"
)
conn.close()
# No token env set — remote attach should be skipped, local tables still work
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result = orch.rebuild()
assert "keboola" in result
assert "orders" in result["keboola"]
def test_rebuild_idempotent(self, setup_env):
from src.orchestrator import SyncOrchestrator
_create_mock_extract(
setup_env["extracts_dir"],
"keboola",
[{"name": "orders", "data": [{"id": "1"}]}],
)
orch = SyncOrchestrator(analytics_db_path=setup_env["analytics_db"])
result1 = orch.rebuild()
result2 = orch.rebuild()
assert result1 == result2