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from collections import Counter |
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import networkx as nx |
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import pytest |
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import graphinate |
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import graphinate.builders |
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from graphinate import GraphType |
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from graphinate.modeling import GraphModel, Multiplicity |
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from graphinate.typing import UniverseNode |
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graph_types = [ |
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(nx.Graph(), GraphType.Graph), |
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(nx.DiGraph(), GraphType.DiGraph), |
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(nx.MultiGraph(), GraphType.MultiGraph), |
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(nx.MultiDiGraph(), GraphType.MultiDiGraph) |
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] |
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@pytest.mark.parametrize(('graph', 'expected_graph_type'), graph_types) |
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def test_returns_graph_type_for_graph(graph, expected_graph_type): |
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# Act |
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actual_graph_type = GraphType.of(graph) |
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# Assert |
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assert actual_graph_type == expected_graph_type |
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def test_networkx_builder__empty_model(): |
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# arrange |
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name = "" |
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graph_model = graphinate.model(name=name) |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model) |
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graph = builder.build() |
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# assert |
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assert isinstance(graph, nx.Graph) |
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assert graph.graph['name'] == name |
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@pytest.mark.parametrize('graph_type', list(graphinate.GraphType)) |
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def test_networkx_builder__graph_type(graph_type): |
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# arrange |
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name = str(graph_type) |
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graph_model = graphinate.model(name=name) |
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@graph_model.edge() |
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def edge(): |
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for i in range(5): |
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yield {'source': i, 'target': i + 1} |
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if graph_type in (graphinate.GraphType.DiGraph, graphinate.GraphType.MultiDiGraph): |
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yield {'source': i + 1, 'target': i} |
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if graph_type in (graphinate.GraphType.MultiGraph, graphinate.GraphType.MultiDiGraph): |
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yield {'source': i, 'target': i + 1} |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model, graph_type=graph_type) |
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graph = builder.build() |
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# assert |
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assert isinstance(graph, nx.Graph) |
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assert graph.graph['name'] == name |
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def test_networkx_builder_repeating_nodes(): |
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# arrange |
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name = 'Repeating Nodes' |
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graph_model = graphinate.GraphModel(name=name) |
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@graph_model.node() |
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def node(): |
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for i in range(5): |
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yield i |
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yield i |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model) |
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graph: nx.Graph = builder.build() |
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# assert |
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assert isinstance(graph, nx.Graph) |
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assert graph.graph['name'] == name |
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assert all(graph.nodes[n]['magnitude'] == 2 for n in graph) |
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@pytest.mark.parametrize('weight', [1.0, 1.5]) |
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def test_networkx_builder_repeating_edges(weight): |
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# arrange |
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name = 'Repeating Edges' |
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graph_model = graphinate.GraphModel(name=name) |
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@graph_model.edge(weight=weight) |
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def edge(): |
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for i in range(5): |
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e = {'source': i, 'target': i + 1} |
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yield e |
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yield e |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model) |
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graph = builder.build() |
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# assert |
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assert isinstance(graph, nx.Graph) |
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assert graph.graph['name'] == name |
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assert all(m == weight * 2 for *_, m in graph.edges.data('weight')) |
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def test_networkx_builder_simple_tuple(): |
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# arrange |
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name = 'Simple Tuple' |
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graph_model = graphinate.GraphModel(name=name) |
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@graph_model.edge() |
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def edge(): |
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for i in range(5): |
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yield {'source': (i,), 'target': (i + 1,)} |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model) |
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graph = builder.build() |
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# assert |
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assert isinstance(graph, nx.Graph) |
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assert graph.graph['name'] == name |
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@pytest.mark.parametrize('execution_number', range(5)) |
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def test_networkx_builder__map_graph_model(execution_number, map_graph_model): |
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# arrange |
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country_count, city_count, graph_model = map_graph_model |
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person_count = city_count |
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# act |
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builder = graphinate.builders.NetworkxBuilder(graph_model) |
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graph = builder.build() |
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# assert |
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assert graph.order() == country_count + city_count + person_count |
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assert graph.graph['node_types']['country'] == country_count |
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assert graph.graph['node_types']['city'] == city_count |
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@pytest.mark.parametrize('execution_number', range(5)) |
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def test_d3_builder__map_graph_model(execution_number, map_graph_model): |
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# arrange |
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country_count, city_count, graph_model = map_graph_model |
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person_count = city_count |
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# act |
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builder = graphinate.builders.D3Builder(graph_model) |
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actual_graph = builder.build() |
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# assert |
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assert actual_graph['directed'] is False |
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assert actual_graph['multigraph'] is False |
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assert actual_graph['graph']['name'] == 'Map' |
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assert actual_graph['graph']['node_types']['country'] == country_count |
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assert actual_graph['graph']['node_types']['city'] == city_count |
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assert len(actual_graph['nodes']) == country_count + city_count + person_count |
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def test_d3_builder__map_graph_model__both_specific_ids(map_graph_model): |
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# arrange |
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_, _, graph_model = map_graph_model |
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# act |
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builder = graphinate.builders.D3Builder(graph_model) |
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actual_graph = builder.build(country_id="1", city_id="1") |
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# assert |
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assert actual_graph['directed'] is False |
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assert actual_graph['multigraph'] is False |
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assert actual_graph['graph']['name'] == 'Map' |
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assert actual_graph['graph']['node_types'].get('city', 0) in (0, 1) |
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assert actual_graph['graph']['node_types']['country'] == 1 |
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assert len(actual_graph['nodes']) in (1, 3) |
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@pytest.mark.parametrize('execution_number', range(5)) |
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def test_graphql_builder__map_graph_model(execution_number, map_graph_model, graphql_query): |
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# arrange |
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expected_country_count, expected_city_count, graph_model = map_graph_model |
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expected_person_count = expected_city_count |
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# act |
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builder = graphinate.builders.GraphQLBuilder(graph_model) |
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import strawberry |
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schema: strawberry.Schema = builder.build() |
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execution_result = schema.execute_sync(graphql_query) |
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actual_graph = execution_result.data |
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node_ids: set = {v['id'] for v in actual_graph['nodes']} |
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edges = actual_graph['edges'] |
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edges_source_ids: set = {v['source']['id'] for v in edges} |
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edges_targets_ids: set = {v['target']['id'] for v in edges} |
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# assert |
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assert actual_graph |
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assert actual_graph['graph'] |
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assert actual_graph['nodes'] |
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assert actual_graph['edges'] |
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assert actual_graph['graph']['name'] == 'Map' |
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node_types_counts = {c['name']: c['value'] for c in actual_graph['graph']['nodeTypeCounts']} |
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assert node_types_counts['country'] == expected_country_count |
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assert node_types_counts['city'] == expected_city_count |
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assert len(actual_graph['nodes']) == expected_country_count + expected_city_count + expected_person_count |
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assert edges_source_ids.issubset(node_ids) |
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assert edges_targets_ids.issubset(node_ids) |
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assert node_ids.issuperset(edges_source_ids) |
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assert node_ids.issuperset(edges_targets_ids) |
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graphql_operations_cases = [ |
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("""{ |
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empty: measure(measure: is_empty){...Details} |
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directed: measure(measure: is_directed){...Details} |
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planar: measure(measure: is_planar){...Details} |
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connectivity: measure(measure: is_connected){...Details} |
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node_connectivity: measure(measure: node_connectivity){...Details} |
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threshold_graph: measure(measure: is_threshold_graph){...Details} |
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} |
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fragment Details on Measure {name value} |
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""", { |
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"empty": { |
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"name": "is_empty", |
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"value": 0 |
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}, |
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"directed": { |
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"name": "is_directed", |
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"value": 0 |
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}, |
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"planar": { |
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"name": "is_planar", |
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"value": 1 |
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}, |
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"connectivity": { |
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"name": "is_connected", |
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"value": 1 |
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}, |
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"node_connectivity": { |
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"name": "node_connectivity", |
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"value": 2 |
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}, |
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"threshold_graph": { |
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"name": "is_threshold_graph", |
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"value": 0 |
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} |
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}), |
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(( |
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'query Graph {\n' |
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'nodes(nodeId: "KDAsKQ==") {type label}\n' |
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'edges(edgeId: "KCdLREFzS1E9PScsICdLREVzS1E9PScp") {type label}\n' |
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'}' |
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), |
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# noqa: E501 |
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{ |
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"nodes": [ |
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{ |
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"type": "node", |
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"label": "0" |
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} |
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], |
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"edges": [ |
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{ |
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"type": "edge", |
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"label": "0 ⟹ 1" |
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} |
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] |
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}), |
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("mutation {refresh}", {'refresh': True}) |
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] |
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277
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278
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@pytest.mark.parametrize(('graphql_query', 'expected_response'), graphql_operations_cases) |
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def test_graphql_builder_query(octagonal_graph_model, graphql_query, expected_response): |
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# act |
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builder = graphinate.builders.GraphQLBuilder(octagonal_graph_model) |
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283
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import strawberry |
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284
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schema: strawberry.Schema = builder.build( |
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285
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default_node_attributes=graphinate.builders.Builder.default_node_attributes |
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) |
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287
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execution_result = schema.execute_sync(graphql_query) |
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actual_response = execution_result.data |
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290
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# assert |
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assert actual_response == expected_response |
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293
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294
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def test_graphql_builder__ast_model__graph_query(ast_graph_model, graphql_query): |
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# act |
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296
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builder = graphinate.builders.GraphQLBuilder(ast_graph_model) |
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297
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import strawberry |
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298
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schema: strawberry.Schema = builder.build() |
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execution_result = schema.execute_sync(graphql_query) |
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300
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actual_graph = execution_result.data |
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302
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# assert |
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303
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assert actual_graph |
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assert actual_graph['graph'] |
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305
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assert actual_graph['nodes'] |
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306
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assert actual_graph['edges'] |
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307
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assert actual_graph['graph']['name'] == 'AST Graph' |
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308
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node_types_counts = {c['name']: c['value'] for c in actual_graph['graph']['nodeTypeCounts']} |
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309
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assert node_types_counts |
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310
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311
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312
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class DummyNode: |
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313
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def __init__(self, key, value): |
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314
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self.key = key |
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315
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self.value = value |
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316
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317
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318
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class DummyNodeModel: |
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def __init__(self, uniqueness=True, label=None, type_='dummy', multiplicity=Multiplicity.ALL, |
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parent_type=UniverseNode, generator=None): |
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self.uniqueness = uniqueness |
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self.label = label |
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self.type = type_ |
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self.multiplicity = multiplicity |
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self.parent_type = parent_type |
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self.generator = generator or (lambda **kwargs: []) |
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328
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329
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@pytest.fixture |
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def empty_graph_model(): |
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model = GraphModel(name="test") |
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model._node_models = {} |
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return model |
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335
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336
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@pytest.fixture |
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def builder_with_graph(empty_graph_model): |
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builder = graphinate.builders.NetworkxBuilder(empty_graph_model) |
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builder._graph = nx.Graph(name="test", node_types=Counter(), edge_types=Counter()) |
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return builder |
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342
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343
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def test_populate_nodes_adds_new_nodes_with_attributes(builder_with_graph): |
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node_type_absolute_id = ('parent', 'child') |
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node = DummyNode(key='n1', value=42) |
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347
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def generator(**kwargs): |
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yield node |
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350
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node_model = DummyNodeModel(generator=generator) |
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
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builder_with_graph._populate_nodes(node_type_absolute_id) |
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node_id = (node.key,) |
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assert node_id in builder_with_graph._graph |
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attrs = builder_with_graph._graph.nodes[node_id] |
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assert attrs['label'] == node.key |
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assert attrs['type'] == 'dummynode' |
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assert attrs['value'] == [node.value] |
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assert attrs['magnitude'] == 1 |
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assert attrs['lineage'] == [node.key] |
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assert 'created' in attrs |
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363
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364
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View Code Duplication |
def test_populate_nodes_adds_edges_for_non_universe_parent(builder_with_graph): |
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365
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node_type_absolute_id = ('parent', 'child') |
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node = DummyNode(key='n1', value=1) |
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368
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def generator(**kwargs): |
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yield node |
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371
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node_model = DummyNodeModel(generator=generator, parent_type='not_universe') |
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
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builder_with_graph._populate_nodes(node_type_absolute_id) |
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parent_node_id = builder_with_graph._parent_node_id(node_type_absolute_id) |
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node_id = (node.key,) |
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assert (parent_node_id, node_id) in builder_with_graph._graph.edges |
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378
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379
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def test_populate_nodes_handles_empty_generator(builder_with_graph): |
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node_type_absolute_id = ('parent', 'child') |
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382
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def generator(**kwargs): |
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if False: |
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yield |
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386
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node_model = DummyNodeModel(generator=generator) |
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387
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
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builder_with_graph._populate_nodes(node_type_absolute_id) |
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assert len(builder_with_graph._graph.nodes) == 0 |
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assert len(builder_with_graph._graph.edges) == 0 |
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392
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393
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View Code Duplication |
def test_populate_nodes_callable_label_assignment(builder_with_graph): |
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394
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node_type_absolute_id = ('parent', 'child') |
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395
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node = DummyNode(key='n1', value=7) |
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396
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397
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def generator(**kwargs): |
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yield node |
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399
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400
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def label_fn(value): |
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401
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return f"label-{value}" |
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402
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403
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node_model = DummyNodeModel(generator=generator, label=label_fn) |
|
404
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
405
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builder_with_graph._populate_nodes(node_type_absolute_id) |
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406
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node_id = (node.key,) |
|
407
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assert builder_with_graph._graph.nodes[node_id]['label'] == "label-7" |
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408
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409
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410
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View Code Duplication |
def test_populate_nodes_handles_invalid_parent_node_id(builder_with_graph): |
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|
411
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node_type_absolute_id = ('parent', 'child') |
|
412
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node = DummyNode(key='n1', value=1) |
|
413
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|
|
414
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def generator(**kwargs): |
|
415
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yield node |
|
416
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|
417
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node_model = DummyNodeModel(generator=generator, parent_type=UniverseNode) |
|
418
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
419
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builder_with_graph._populate_nodes(node_type_absolute_id) |
|
420
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|
|
node_id = (node.key,) |
|
421
|
|
|
# Should not create any edge since parent_type is UniverseNode |
|
422
|
|
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assert len(builder_with_graph._graph.edges) == 0 |
|
423
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|
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assert node_id in builder_with_graph._graph |
|
424
|
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|
|
425
|
|
|
|
|
426
|
|
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def test_populate_nodes_adds_new_node(builder_with_graph): |
|
427
|
|
|
node_type_absolute_id = ('parent', 'child') |
|
428
|
|
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node = DummyNode(key='n2', value=99) |
|
429
|
|
|
|
|
430
|
|
|
def generator(**kwargs): |
|
431
|
|
|
yield node |
|
432
|
|
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|
|
433
|
|
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node_model = DummyNodeModel(generator=generator) |
|
434
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|
builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
435
|
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builder_with_graph._populate_nodes(node_type_absolute_id) |
|
436
|
|
|
node_id = (node.key,) |
|
437
|
|
|
assert node_id in builder_with_graph._graph |
|
438
|
|
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assert builder_with_graph._graph.nodes[node_id]['value'] == [99] |
|
439
|
|
|
|
|
440
|
|
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|
|
441
|
|
|
def test_populate_nodes_updates_existing_node(builder_with_graph): |
|
442
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|
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node_type_absolute_id = ('parent', 'child') |
|
443
|
|
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node = DummyNode(key='n3', value=5) |
|
444
|
|
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|
|
445
|
|
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def generator(**kwargs): |
|
446
|
|
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yield node |
|
447
|
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|
yield node |
|
448
|
|
|
|
|
449
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|
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node_model = DummyNodeModel(generator=generator, multiplicity=Multiplicity.ALL) |
|
450
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builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
451
|
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builder_with_graph._populate_nodes(node_type_absolute_id) |
|
452
|
|
|
node_id = (node.key,) |
|
453
|
|
|
assert builder_with_graph._graph.nodes[node_id]['value'] == [5, 5] |
|
454
|
|
|
assert builder_with_graph._graph.nodes[node_id]['magnitude'] == 2 |
|
455
|
|
|
|
|
456
|
|
|
|
|
457
|
|
View Code Duplication |
def test_populate_nodes_adds_edge_for_non_universe_parent(builder_with_graph): |
|
|
|
|
|
|
458
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|
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node_type_absolute_id = ('parent', 'child') |
|
459
|
|
|
node = DummyNode(key='n4', value=8) |
|
460
|
|
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|
|
461
|
|
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def generator(**kwargs): |
|
462
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|
|
yield node |
|
463
|
|
|
|
|
464
|
|
|
node_model = DummyNodeModel(generator=generator, parent_type='not_universe') |
|
465
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|
|
builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
466
|
|
|
builder_with_graph._populate_nodes(node_type_absolute_id) |
|
467
|
|
|
parent_node_id = builder_with_graph._parent_node_id(node_type_absolute_id) |
|
468
|
|
|
node_id = (node.key,) |
|
469
|
|
|
assert (parent_node_id, node_id) in builder_with_graph._graph.edges |
|
470
|
|
|
|
|
471
|
|
|
|
|
472
|
|
View Code Duplication |
def test_populate_nodes_callable_label_returns_non_string(builder_with_graph): |
|
|
|
|
|
|
473
|
|
|
node_type_absolute_id = ('parent', 'child') |
|
474
|
|
|
node = DummyNode(key='n5', value=123) |
|
475
|
|
|
|
|
476
|
|
|
def generator(**kwargs): |
|
477
|
|
|
yield node |
|
478
|
|
|
|
|
479
|
|
|
def label_fn(value): |
|
480
|
|
|
return 999 # Non-string label |
|
481
|
|
|
|
|
482
|
|
|
node_model = DummyNodeModel(generator=generator, label=label_fn) |
|
483
|
|
|
builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
484
|
|
|
builder_with_graph._populate_nodes(node_type_absolute_id) |
|
485
|
|
|
node_id = (node.key,) |
|
486
|
|
|
assert builder_with_graph._graph.nodes[node_id]['label'] == 999 |
|
487
|
|
|
|
|
488
|
|
|
|
|
489
|
|
|
def test_populate_nodes_empty_generator(builder_with_graph): |
|
490
|
|
|
node_type_absolute_id = ('parent', 'child') |
|
491
|
|
|
|
|
492
|
|
|
def generator(**kwargs): |
|
493
|
|
|
return |
|
494
|
|
|
yield |
|
495
|
|
|
|
|
496
|
|
|
node_model = DummyNodeModel(generator=generator) |
|
497
|
|
|
builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
498
|
|
|
builder_with_graph._populate_nodes(node_type_absolute_id) |
|
499
|
|
|
assert len(builder_with_graph._graph.nodes) == 0 |
|
500
|
|
|
|
|
501
|
|
|
|
|
502
|
|
View Code Duplication |
def test_populate_nodes_universe_node_parent_handling(builder_with_graph): |
|
|
|
|
|
|
503
|
|
|
node_type_absolute_id = (UniverseNode, 'child') |
|
504
|
|
|
node = DummyNode(key='n6', value=55) |
|
505
|
|
|
|
|
506
|
|
|
def generator(**kwargs): |
|
507
|
|
|
yield node |
|
508
|
|
|
|
|
509
|
|
|
node_model = DummyNodeModel(generator=generator, parent_type=UniverseNode) |
|
510
|
|
|
builder_with_graph.model._node_models = {node_type_absolute_id: [node_model]} |
|
511
|
|
|
builder_with_graph._populate_nodes(node_type_absolute_id) |
|
512
|
|
|
node_id = (node.key,) |
|
513
|
|
|
# Lineage should be (node.key,) and no edge should be created |
|
514
|
|
|
assert builder_with_graph._graph.nodes[node_id]['lineage'] == [node.key] |
|
515
|
|
|
assert len(builder_with_graph._graph.edges) == 0 |
|
516
|
|
|
|