Add graph data science algorithms for Typescript

Author: JohT

scripts/reports/CentralityCsv.sh

@@ -374,6 +374,19 @@ if createDirectedJavaMethodDependencyProjection "${METHOD_PROJECTION}"; then
     runCentralityAlgorithms "${METHOD_PROJECTION}" "${METHOD_NODE}" "${METHOD_WEIGHT}"
 fi
 
+# -- Typescript Modules Centrality -------------------------------
+
+MODULE_LANGUAGE="dependencies_projection_language=Typescript" 
+MODULE_PROJECTION="dependencies_projection=typescript-module-centrality" 
+MODULE_NODE="dependencies_projection_node=Module" 
+MODULE_WEIGHT="dependencies_projection_weight_property=lowCouplingElement25PercentWeight"
+
+if createDirectedDependencyProjection "${MODULE_LANGUAGE}" "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"; then
+    runCentralityAlgorithms "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"
+fi
+
+# ---------------------------------------------------------------
+
 # Clean-up after report generation. Empty reports will be deleted.
 source "${SCRIPTS_DIR}/cleanupAfterReportGeneration.sh" "${FULL_REPORT_DIRECTORY}"
 

scripts/reports/CommunityCsv.sh

@@ -415,6 +415,20 @@ if createUndirectedJavaTypeDependencyProjection "${TYPE_PROJECTION}"; then
     execute_cypher "${CYPHER_DIR}/Community_Detection/Type_communities_with_few_members_in_foreign_packages.cypher" > "${FULL_REPORT_DIRECTORY}/Type_communities_with_few_members_in_foreign_packages.csv"
     execute_cypher "${CYPHER_DIR}/Community_Detection/Type_communities_that_span_the_most_packages_with_type_statistics.cypher" > "${FULL_REPORT_DIRECTORY}/Type_communities_that_span_the_most_packages_with_type_statistics.csv"
 fi
+
+# -- Typescript Module Community Detection -----------------------
+
+MODULE_LANGUAGE="dependencies_projection_language=Typescript" 
+MODULE_PROJECTION="dependencies_projection=typescript-module-community" 
+MODULE_NODE="dependencies_projection_node=Module" 
+MODULE_WEIGHT="dependencies_projection_weight_property=lowCouplingElement25PercentWeight" 
+MODULE_GAMMA="dependencies_leiden_gamma=1.14" # default = 1.00
+MODULE_KCUT="dependencies_maxkcut=20" # default = 2
+
+if createUndirectedDependencyProjection "${MODULE_LANGUAGE}" "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"; then
+    detectCommunities "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}" "${MODULE_GAMMA}" "${MODULE_KCUT}"
+fi
+
 # ---------------------------------------------------------------
 
 # Clean-up after report generation. Empty reports will be deleted.

scripts/reports/NodeEmbeddingsCsv.sh

@@ -190,6 +190,22 @@ if createUndirectedJavaTypeDependencyProjection "${TYPE_PROJECTION}"; then
     time nodeEmbeddingsWithNode2Vec "${TYPE_PROJECTION_DIRECTED}" "${TYPE_NODE}" "${TYPE_WEIGHT}" "${TYPE_DIMENSIONS}"
 fi
 
+# -- Typescript Module Node Embeddings ---------------------------
+
+MODULE_PROJECTION="dependencies_projection=typescript-module-embeddings" 
+MODULE_PROJECTION_DIRECTED="dependencies_projection=typescript-module-directed-embeddings" 
+MODULE_NODE="dependencies_projection_node=Module" 
+MODULE_WEIGHT="dependencies_projection_weight_property=lowCouplingElement25PercentWeight" 
+MODULE_DIMENSIONS="dependencies_projection_embedding_dimension=32" 
+
+if createUndirectedDependencyProjection "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"; then
+    time nodeEmbeddingsWithFastRandomProjection "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}" "${MODULE_DIMENSIONS}"
+    time nodeEmbeddingsWithHashGNN "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}" "${MODULE_DIMENSIONS}"
+
+    createDirectedDependencyProjection "${MODULE_PROJECTION_DIRECTED}" "${MODULE_NODE}" "${MODULE_WEIGHT}"
+    time nodeEmbeddingsWithNode2Vec "${MODULE_PROJECTION_DIRECTED}" "${MODULE_NODE}" "${MODULE_WEIGHT}" "${MODULE_DIMENSIONS}"
+fi
+
 # ---------------------------------------------------------------
 
 # Clean-up after report generation. Empty reports will be deleted.

scripts/reports/SimilarityCsv.sh

@@ -101,6 +101,17 @@ if createDirectedJavaTypeDependencyProjection "${TYPE_PROJECTION}"; then
     time similarity "${TYPE_PROJECTION}" "${TYPE_NODE}" "${TYPE_WEIGHT}"
 fi
 
+# -- Typescript Module Similarity -------------------------------------
+
+MODULE_LANGUAGE="dependencies_projection_language=Typescript"
+MODULE_PROJECTION="dependencies_projection=typescript-module-similarity" 
+MODULE_NODE="dependencies_projection_node=Module" 
+MODULE_WEIGHT="dependencies_projection_weight_property=lowCouplingElement25PercentWeight" 
+
+if createDirectedDependencyProjection "${MODULE_LANGUAGE}" "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"; then
+    time similarity "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"
+fi
+
 # ---------------------------------------------------------------
 
 # Clean-up after report generation. Empty reports will be deleted.

scripts/reports/TopologicalSortCsv.sh

@@ -92,6 +92,17 @@ if createDirectedJavaTypeDependencyProjection "${TYPE_PROJECTION}" "${TYPE_NODE}
     time topologicalSort "${TYPE_PROJECTION}" "${TYPE_NODE}" "${TYPE_WEIGHT}"
 fi
 
+# -- Typescript Module Topology ---------------------------------------
+
+MODULE_LANGUAGE="dependencies_projection_language=Typescript"
+MODULE_PROJECTION="dependencies_projection=typescript-module-topology" 
+MODULE_NODE="dependencies_projection_node=Module" 
+MODULE_WEIGHT="dependencies_projection_weight_property=lowCouplingElement25PercentWeight" 
+
+if createDirectedDependencyProjection "${MODULE_LANGUAGE}" "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"; then
+    time topologicalSort "${MODULE_PROJECTION}" "${MODULE_NODE}" "${MODULE_WEIGHT}"
+fi
+
 # ---------------------------------------------------------------
 
 # Clean-up after report generation. Empty reports will be deleted.