imbajin commented on code in PR #3326:
URL: https://github.com/apache/hugegraph/pull/3326#discussion_r4276477755


##########
.github/scripts/dependency-snapshot.py:
##########
@@ -0,0 +1,154 @@
+#!/usr/bin/env python3
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Serialize native Ferstl 4.0.3 graphs; no token or submission code.
+
+Matches maven-dependency-submission-action 6.0.1's Maven parser/toolkit:
+first classifier/type, test scope, shared PURL packages, direct precedence,
+child edge order and cycle handling. See docs/ci.md for the producer boundary.
+"""
+
+import datetime
+import json
+import os
+from pathlib import Path
+import subprocess
+import sys
+from urllib.parse import quote
+
+REPORT = 'maven-dependency-submission-action-depgraph.json'
+DETECTOR = {'name': 'maven-dependency-submission-action', 'version': '6.0.1',
+            'url': 
'https://github.com/advanced-security/maven-dependency-submission-action'}
+CORRELATOR = '.github/workflows/submit-dependencies.yml:submit'
+SERIALIZER = 'Ferstl 4.0.3; repository stdlib adapter for Maven parser 6.0.1'
+
+
+def unique_object(pairs):
+    result = {}
+    for key, value in pairs:
+        if key in result:
+            raise ValueError(f'Duplicate JSON key: {key}')
+        result[key] = value
+    return result
+
+
+def package_url(artifact):
+    # packageurl-js uses encodeURIComponent for components and URLSearchParams
+    # for qualifiers; notably '+' in versions and '/' in namespaces survive.
+    namespace = '/'.join(part for part in artifact['groupId'].split('/') if 
part)
+    name, version = artifact['artifactId'].strip(), artifact['version'].strip()
+    if not namespace or not name or not version:
+        raise ValueError('Incomplete Maven coordinates')
+    encoded_namespace = quote(namespace, safe="!~*'():/")
+    encoded_name = quote(name, safe="!~*'()")
+    encoded_version = quote(version, safe="!~*'():+")
+    purl = f'pkg:maven/{encoded_namespace}/{encoded_name}@{encoded_version}'
+    qualifiers = {}
+    for key, field in [('classifier', 'classifiers'), ('type', 'types')]:
+        values = artifact.get(field) or []
+        if values and values[0].strip():
+            qualifiers[key] = values[0].strip()
+    if qualifiers:
+        purl += '?' + '&'.join(f'{key}={quote(value, safe="*").replace("~", 
"%7E")}'
+                               for key, value in sorted(qualifiers.items()))
+    return purl
+
+
+def manifest(graph, pom):
+    if not isinstance(graph, dict) or not isinstance(graph.get('graphName'), 
str) or not graph['graphName'].strip():
+        raise ValueError(f'Malformed graph name: {pom}')
+    artifacts, edges = graph.get('artifacts'), graph.get('dependencies') or []
+    if not isinstance(artifacts, list) or not artifacts or not 
isinstance(edges, list):
+        raise ValueError(f'Empty or malformed graph: {pom}')
+    if graph.get('dependencies') is not None and not 
isinstance(graph['dependencies'], list):
+        raise ValueError(f'Malformed dependency list: {pom}')
+    ids, packages, scopes = {}, {}, {}
+    for artifact in artifacts:
+        if not isinstance(artifact, dict) or any(not 
isinstance(artifact.get(key), str) or not artifact[key].strip()
+                                                for key in ['id', 'groupId', 
'artifactId', 'version']):
+            raise ValueError(f'Malformed artifact: {pom}')
+        for key in ['scopes', 'types', 'classifiers']:
+            values = artifact.get(key)
+            if values is not None and (not isinstance(values, list) or any(not 
isinstance(x, str) for x in values)):
+                raise ValueError(f'Malformed artifact {key}: {pom}')
+        identifier, purl = artifact['id'], package_url(artifact)
+        if identifier in ids:
+            raise ValueError(f'Duplicate artifact ID: {identifier}')
+        ids[identifier] = purl
+        packages.setdefault(purl, [])
+        scopes[purl] = 'development' if 'test' in (artifact.get('scopes') or 
[]) else 'runtime'

Review Comment:
   Mixed scope arrays now retain runtime whenever a non-test scope is present; 
only test-only artifacts are development dependencies. Regressions compare full 
snapshots against the independent Maven-tree inventory through the unchanged 
writer for compile/runtime/provided/system paired with test in both array 
orders.
   
   Python 3.13 snapshot and CI-policy suites, formatting, and root Java 17 
clean compilation passed. A controlled mixed-scope mutation of copied native 
Ferstl/Maven JSON now passes the same writer; this is local fixture validation, 
not a live dependency submission.



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