195 lines
9.7 KiB
Python
195 lines
9.7 KiB
Python
from __future__ import annotations
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import hashlib
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import json
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import os
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from types import SimpleNamespace
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import unittest
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from unittest.mock import Mock, patch
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from sqlalchemy.orm import Session
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from govoplan_core.auth import ApiPrincipal
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from govoplan_core.core.access import PrincipalRef
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from govoplan_core.core.datasources import (
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CAPABILITY_DATASOURCE_CATALOGUE,
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DatasourceAccessError,
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DatasourceCatalogueProvider,
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DatasourceDescriptor,
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DatasourceReadRequest,
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DatasourceReadResult,
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)
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from govoplan_core.security.bounded_process import run_bounded_operation
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from govoplan_dataflow.backend.backends.reference import ReferenceExecutionBackend
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from govoplan_dataflow.backend.executor import EXECUTOR_VERSION, PipelineExecutionError
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from govoplan_dataflow.backend.graph import validate_graph
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from govoplan_dataflow.backend.schemas import GraphEdge, GraphNode, GraphPosition, PipelineGraph
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from govoplan_dataflow.backend.service import _execute_pipeline_preview
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OUTER_ROWS = ({"id": "outer", "amount": 15}, {"id": "outer-low", "amount": 5})
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INNER_ROWS = ({"id": "inner", "amount": 25}, {"id": "inner-low", "amount": 2})
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def node(node_id: str, node_type: str, config: dict) -> GraphNode:
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return GraphNode(
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id=node_id, type=node_type, label=node_id,
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position=GraphPosition(x=0, y=0), config=config,
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)
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def nested_source_graph() -> PipelineGraph:
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# Both external sources deliberately share their node ID and logical name.
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# The pinned subflow still has exactly one distinct inline input binding.
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nested = PipelineGraph(
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nodes=[
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node("input", "source.inline", {
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"source_name": "bound_input", "rows": [], "input_binding": True,
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}),
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node("shared", "source.reference", {
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"source_name": "records", "source_ref": {"$parameter": "source_ref"},
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"expected_fingerprint": "inner-pinned", "consistency": "frozen",
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}),
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node("union", "combine.union", {"mode": "all"}),
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node("minimum", "filter.expression", {"expression": "amount >= ${minimum}"}),
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node("output", "output", {}),
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],
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edges=[
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GraphEdge(id="input-union", source="input", target="union"),
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GraphEdge(id="shared-union", source="shared", target="union"),
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GraphEdge(id="union-minimum", source="union", target="minimum"),
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GraphEdge(id="minimum-output", source="minimum", target="output"),
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],
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)
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return PipelineGraph(
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nodes=[
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node("shared", "source.reference", {
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"source_name": "records", "source_ref": "datasource:outer",
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"expected_fingerprint": "outer-pinned", "consistency": "current",
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}),
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node("nested", "subflow", {
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"template_ref": "fixture-nested-source", "template_version": "1",
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"parameters": {"source_ref": "datasource:inner", "minimum": 10},
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"graph": nested.model_dump(mode="python"),
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}),
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node("output", "output", {}),
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],
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edges=[
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GraphEdge(id="shared-nested", source="shared", target="nested"),
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GraphEdge(id="nested-output", source="nested", target="output"),
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],
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)
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class ReferenceSubflowProcessTests(unittest.TestCase):
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def setUp(self) -> None:
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self.graph = nested_source_graph()
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self.assertEqual([], [item.model_dump() for item in validate_graph(self.graph) if item.severity == "error"])
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self.session = Mock(spec=Session)
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self.principal = ApiPrincipal(
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principal=PrincipalRef(
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account_id="fixture-account", membership_id="fixture-membership",
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tenant_id="fixture-tenant", scopes=frozenset(),
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),
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account=object(), user=object(),
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)
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self.provider = Mock(spec=DatasourceCatalogueProvider)
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self.provider.read_datasource.side_effect = self.read_source
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self.registry = SimpleNamespace(
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has_capability=lambda name: name == CAPABILITY_DATASOURCE_CATALOGUE,
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capability=lambda name: self.provider if name == CAPABILITY_DATASOURCE_CATALOGUE else None,
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)
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self.reads: list[tuple[int, DatasourceReadRequest]] = []
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self.denied = False
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def read_source(self, session, principal, *, request: DatasourceReadRequest) -> DatasourceReadResult:
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self.assertIs(session, self.session)
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self.assertIs(principal, self.principal)
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self.reads.append((os.getpid(), request))
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if request.datasource_ref == "datasource:inner" and self.denied:
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raise DatasourceAccessError("Current principal cannot read datasource:inner.")
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rows, fingerprint = {
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"datasource:outer": (OUTER_ROWS, "outer-pinned"),
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"datasource:inner": (INNER_ROWS, "inner-pinned"),
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}[request.datasource_ref]
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self.assertEqual(fingerprint, request.expected_fingerprint)
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return DatasourceReadResult(
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datasource=DatasourceDescriptor(
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ref=request.datasource_ref, source_name="records", name="Fixture source",
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kind="custom", mode="static", shape="tabular",
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fingerprint=fingerprint, provider="fixture-catalogue",
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),
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rows=rows, total_rows=len(rows), truncated=False,
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)
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def preview(self, *, row_limit: int = 10):
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return _execute_pipeline_preview(
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self.graph, session=self.session, principal=self.principal,
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registry=self.registry, backend="reference", row_limit=row_limit,
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preview_node_id="nested",
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)
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def test_nested_parameterized_sources_execute_in_real_child_without_id_aliasing(self) -> None:
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with (
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patch.object(ReferenceExecutionBackend, "_execute_in_process", side_effect=AssertionError("parent evaluation")),
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patch("govoplan_dataflow.backend.backends.reference.run_bounded_operation", wraps=run_bounded_operation) as worker,
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):
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result, version = self.preview()
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worker.assert_called_once()
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self.assertEqual(EXECUTOR_VERSION, version)
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self.assertEqual([OUTER_ROWS[0], INNER_ROWS[0]], result.rows)
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self.assertEqual(2, result.total_rows)
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self.assertFalse(result.truncated)
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self.assertEqual(2, result.input_row_count) # Root input count, not the nested binding again.
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self.assertIsNotNone(result.node_preview)
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self.assertEqual("nested", result.node_preview.node_id)
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self.assertEqual(result.rows, result.node_preview.rows)
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self.assertEqual(2, result.node_preview.total_rows)
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self.assertEqual(
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[("shared", "succeeded", 0, 2), ("nested", "succeeded", 2, 2), ("output", "succeeded", 2, 2)],
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[(item.node_id, item.status, item.input_rows, item.output_rows) for item in result.node_diagnostics],
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)
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binding_hash = hashlib.sha256(json.dumps(list(OUTER_ROWS), sort_keys=True, separators=(",", ":")).encode()).hexdigest()
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self.assertEqual([
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{"node_id": "shared", "source_ref": "datasource:outer", "source_name": "records", "kind": "datasource", "provider": "fixture-catalogue", "fingerprint": "outer-pinned", "row_count": 2, "preview_rows": 2, "truncated": False},
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{"node_id": "input", "source_name": "bound_input", "kind": "inline", "fingerprint": binding_hash, "row_count": 2, "subflow_node_id": "nested"},
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{"node_id": "shared", "source_ref": "datasource:inner", "source_name": "records", "kind": "datasource", "provider": "fixture-catalogue", "fingerprint": "inner-pinned", "row_count": 2, "preview_rows": 2, "truncated": False, "subflow_node_id": "nested"},
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], result.source_fingerprints)
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self.assertEqual(
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[("datasource:outer", "current", "outer-pinned"), ("datasource:inner", "frozen", "inner-pinned")],
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[(request.datasource_ref, request.consistency, request.expected_fingerprint) for _, request in self.reads],
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)
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self.assertTrue(all(pid == os.getpid() for pid, _ in self.reads))
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self.assertTrue(all(request.limit <= 500 and request.offset == 0 for _, request in self.reads))
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self.assertEqual([], self.session.mock_calls)
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def test_nested_result_and_node_preview_keep_full_totals_when_output_is_bounded(self) -> None:
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result, _ = self.preview(row_limit=1)
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self.assertEqual([OUTER_ROWS[0]], result.rows)
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self.assertEqual(2, result.total_rows)
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self.assertTrue(result.truncated)
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self.assertEqual([OUTER_ROWS[0]], result.node_preview.rows)
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self.assertEqual(2, result.node_preview.total_rows)
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self.assertTrue(result.node_preview.truncated)
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self.assertEqual({"outer-pinned", "inner-pinned"}, {
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item["fingerprint"] for item in result.source_fingerprints if item["kind"] == "datasource"
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})
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self.assertEqual([], self.session.mock_calls)
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def test_denied_nested_datasource_stops_before_worker_or_persistence(self) -> None:
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self.denied = True
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with (
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patch("govoplan_dataflow.backend.service.execute_typed_graph") as execute,
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patch("govoplan_dataflow.backend.backends.reference.run_bounded_operation") as worker,
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self.assertRaises(PipelineExecutionError) as caught,
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):
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self.preview()
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execute.assert_not_called()
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worker.assert_not_called()
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self.assertEqual("shared", caught.exception.node_id)
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self.assertEqual("Current principal cannot read datasource:inner.", str(caught.exception))
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self.assertFalse(caught.exception.retryable)
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self.assertIsInstance(caught.exception.__cause__, DatasourceAccessError)
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self.assertEqual(["datasource:outer", "datasource:inner"], [request.datasource_ref for _, request in self.reads])
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self.assertEqual([], self.session.mock_calls)
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