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| 1 | +"""Tests for prefect_connector factory.""" |
| 2 | +from unittest.mock import AsyncMock, MagicMock, patch |
| 3 | +from model_ledger.connectors.prefect import prefect_connector |
| 4 | +from model_ledger.graph.protocol import SourceConnector |
| 5 | + |
| 6 | + |
| 7 | +def _make_deployment(name, tags=None, schedules=None, updated=None, entrypoint=None, version=None): |
| 8 | + dep = MagicMock() |
| 9 | + dep.name = name |
| 10 | + dep.tags = tags or [] |
| 11 | + dep.schedules = schedules or [] |
| 12 | + dep.updated = updated |
| 13 | + dep.entrypoint = entrypoint |
| 14 | + dep.version = version |
| 15 | + return dep |
| 16 | + |
| 17 | + |
| 18 | +def _make_schedule(cron="0 4 * * *"): |
| 19 | + sched_obj = MagicMock() |
| 20 | + sched_obj.schedule.cron = cron |
| 21 | + return sched_obj |
| 22 | + |
| 23 | + |
| 24 | +def _patch_prefect(deployments): |
| 25 | + """Patch get_client to return mock deployments.""" |
| 26 | + client = AsyncMock() |
| 27 | + client.read_deployments = AsyncMock(side_effect=[deployments, []]) |
| 28 | + client.__aenter__ = AsyncMock(return_value=client) |
| 29 | + client.__aexit__ = AsyncMock(return_value=False) |
| 30 | + return patch("model_ledger.connectors.prefect.get_client", return_value=client) |
| 31 | + |
| 32 | + |
| 33 | +def test_returns_source_connector(): |
| 34 | + with _patch_prefect([]): |
| 35 | + c = prefect_connector(name="test") |
| 36 | + assert isinstance(c, SourceConnector) |
| 37 | + assert c.name == "test" |
| 38 | + |
| 39 | + |
| 40 | +def test_discovers_deployments(): |
| 41 | + deps = [ |
| 42 | + _make_deployment("scorer-prod", tags=["application:risk-ml", "repo:forge-risk"]), |
| 43 | + _make_deployment("etl-prod", tags=["application:data-eng"]), |
| 44 | + ] |
| 45 | + with _patch_prefect(deps): |
| 46 | + nodes = prefect_connector().discover() |
| 47 | + assert len(nodes) == 2 |
| 48 | + assert nodes[0].name == "scorer-prod" |
| 49 | + assert nodes[0].metadata["application"] == "risk-ml" |
| 50 | + assert nodes[1].name == "etl-prod" |
| 51 | + |
| 52 | + |
| 53 | +def test_deduplicates_by_name(): |
| 54 | + deps = [ |
| 55 | + _make_deployment("scorer-prod"), |
| 56 | + _make_deployment("scorer-prod"), |
| 57 | + ] |
| 58 | + with _patch_prefect(deps): |
| 59 | + nodes = prefect_connector().discover() |
| 60 | + assert len(nodes) == 1 |
| 61 | + |
| 62 | + |
| 63 | +def test_no_tag_filter_returns_all(): |
| 64 | + deps = [ |
| 65 | + _make_deployment("a", tags=["deploy_from:main"]), |
| 66 | + _make_deployment("b", tags=["deploy_from:user"]), |
| 67 | + ] |
| 68 | + with _patch_prefect(deps): |
| 69 | + nodes = prefect_connector(tag_filter=None).discover() |
| 70 | + assert len(nodes) == 2 |
| 71 | + |
| 72 | + |
| 73 | +def test_tag_filter_passed_to_api(): |
| 74 | + client = AsyncMock() |
| 75 | + client.read_deployments = AsyncMock(return_value=[]) |
| 76 | + client.__aenter__ = AsyncMock(return_value=client) |
| 77 | + client.__aexit__ = AsyncMock(return_value=False) |
| 78 | + |
| 79 | + mock_filter = MagicMock() |
| 80 | + mock_tags = MagicMock() |
| 81 | + |
| 82 | + with patch("model_ledger.connectors.prefect.get_client", return_value=client), \ |
| 83 | + patch("model_ledger.connectors.prefect.DeploymentFilter", mock_filter), \ |
| 84 | + patch("model_ledger.connectors.prefect.DeploymentFilterTags", mock_tags): |
| 85 | + prefect_connector(tag_filter=["deploy_from:main"]).discover() |
| 86 | + mock_tags.assert_called_once_with(all_=["deploy_from:main"]) |
| 87 | + mock_filter.assert_called_once() |
| 88 | + |
| 89 | + |
| 90 | +def test_extracts_schedule(): |
| 91 | + deps = [_make_deployment("scheduled", schedules=[_make_schedule("0 6 * * *")])] |
| 92 | + with _patch_prefect(deps): |
| 93 | + nodes = prefect_connector().discover() |
| 94 | + assert nodes[0].metadata["schedule"] == "0 6 * * *" |
| 95 | + assert nodes[0].metadata["has_schedule"] is True |
| 96 | + |
| 97 | + |
| 98 | +def test_no_schedule(): |
| 99 | + deps = [_make_deployment("unscheduled", schedules=[])] |
| 100 | + with _patch_prefect(deps): |
| 101 | + nodes = prefect_connector().discover() |
| 102 | + assert nodes[0].metadata["schedule"] is None |
| 103 | + assert nodes[0].metadata["has_schedule"] is False |
| 104 | + |
| 105 | + |
| 106 | +def test_extracts_source_updated_at(): |
| 107 | + from datetime import datetime, timezone |
| 108 | + ts = datetime(2026, 4, 14, 12, 0, 0, tzinfo=timezone.utc) |
| 109 | + deps = [_make_deployment("model", updated=ts)] |
| 110 | + with _patch_prefect(deps): |
| 111 | + nodes = prefect_connector().discover() |
| 112 | + assert nodes[0].metadata["source_updated_at"] == ts.isoformat() |
| 113 | + |
| 114 | + |
| 115 | +def test_empty_result(): |
| 116 | + with _patch_prefect([]): |
| 117 | + nodes = prefect_connector().discover() |
| 118 | + assert nodes == [] |
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