imbajin commented on code in PR #355:
URL: https://github.com/apache/hugegraph-ai/pull/355#discussion_r3359041452


##########
tools/ai/hugegraph-ai-deepwiki-skill/plugins/hugegraph-ai-deepwiki-skill/skills/hugegraph-ai-deepwiki-skill/scripts/deepwiki_mcp.py:
##########
@@ -0,0 +1,577 @@
+#!/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.
+"""Small DeepWiki MCP client for repository-scoped Q&A."""
+
+# ruff: noqa: T201
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import re
+import socket
+import sys
+import tempfile
+import time
+import urllib.error
+import urllib.parse
+import urllib.request
+from pathlib import Path
+from typing import Any
+
+DEFAULT_ENDPOINT = "https://mcp.deepwiki.com/mcp";
+CLIENT_NAME = "hugegraph-ai-deepwiki-skill"
+SCRIPT_DIR = Path(__file__).resolve().parent
+SKILL_DIR = SCRIPT_DIR.parent
+PLUGIN_MANIFEST_PATH = SKILL_DIR.parent.parent / ".codex-plugin" / 
"plugin.json"
+REPOS_PATH = SKILL_DIR / "references" / "repos.json"
+CLIENT_VERSION_FALLBACK = "0.1.4"
+CONTEXT_WINDOW_SIZE = 30
+CONTEXT_STRIDE = 10
+STOPWORDS = {
+    "a",
+    "an",
+    "and",
+    "apache",
+    "are",
+    "as",
+    "for",
+    "hugegraph",
+    "how",
+    "in",
+    "is",
+    "it",
+    "of",
+    "on",
+    "or",
+    "the",
+    "to",
+    "used",
+    "what",
+    "where",
+    "which",
+    "why",
+}
+
+
+class McpError(RuntimeError):
+    pass
+
+
+def env_float(name: str, default: float) -> float:
+    raw_value = os.environ.get(name)
+    if raw_value is None:
+        return default
+    try:
+        return float(raw_value)
+    except ValueError as exc:
+        raise McpError(f"{name} must be a number, got {raw_value!r}.") from exc
+
+
+def stream_timeout_seconds() -> float:
+    return max(1.0, env_float("DEEPWIKI_MCP_STREAM_TIMEOUT", 120.0))
+
+
+def load_client_version() -> str:
+    try:
+        parsed = json.loads(PLUGIN_MANIFEST_PATH.read_text(encoding="utf-8"))
+    except (OSError, json.JSONDecodeError):
+        return CLIENT_VERSION_FALLBACK
+    if isinstance(parsed, dict) and isinstance(parsed.get("version"), str):
+        return parsed["version"]
+    return CLIENT_VERSION_FALLBACK
+
+
+CLIENT_VERSION = load_client_version()
+
+
+def preview_text(text: str, limit: int = 500) -> str:
+    if len(text) <= limit:
+        return text
+    return f"{text[:limit]}..."
+
+
+def positive_int(value: str) -> int:
+    try:
+        parsed = int(value)
+    except ValueError as exc:
+        raise argparse.ArgumentTypeError("--limit must be an integer") from exc
+    if parsed < 1:
+        raise argparse.ArgumentTypeError("--limit must be >= 1")
+    return parsed
+
+
+def load_repos() -> dict[str, dict[str, Any]]:
+    try:
+        with REPOS_PATH.open("r", encoding="utf-8") as file:
+            repos = json.load(file)
+    except FileNotFoundError as exc:
+        raise McpError(f"Repository profile file is missing: {REPOS_PATH}") 
from exc
+    except UnicodeError as exc:
+        raise McpError(f"Repository profile file is not valid UTF-8: 
{REPOS_PATH}") from exc
+    except OSError as exc:
+        raise McpError(f"Repository profile file could not be read: 
{REPOS_PATH}") from exc
+    except json.JSONDecodeError as exc:
+        raise McpError(f"Repository profile file is not valid JSON: 
{REPOS_PATH}") from exc
+
+    if not isinstance(repos, dict):
+        raise McpError(f"Repository profile file must contain a JSON object: 
{REPOS_PATH}")
+    return repos
+
+
+def resolve_repo(alias_or_name: str) -> str:
+    repos = load_repos()
+    profile = repos.get(alias_or_name)
+    if profile is None:
+        for candidate in repos.values():
+            if not isinstance(candidate, dict) or not candidate.get("enabled", 
False):
+                continue
+            repo_name = candidate.get("repoName")
+            if repo_name == alias_or_name:
+                return alias_or_name
+        known = ", ".join(sorted(repos))
+        known_repo_names = ", ".join(
+            sorted(
+                profile["repoName"]
+                for profile in repos.values()
+                if isinstance(profile, dict)
+                and profile.get("enabled", False)
+                and isinstance(profile.get("repoName"), str)
+            )
+        )
+        raise McpError(
+            f"Unknown repository '{alias_or_name}'. Known aliases: {known}. 
Known repository names: {known_repo_names}."
+        )
+    if not isinstance(profile, dict):
+        raise McpError(f"Repository profile for '{alias_or_name}' must be a 
JSON object.")
+    if not profile.get("enabled", False):
+        raise McpError(
+            f"Repository alias '{alias_or_name}' is reserved but not enabled 
yet ({profile.get('repoName')})."
+        )
+    repo_name = profile.get("repoName")
+    if not isinstance(repo_name, str) or not repo_name:
+        raise McpError(f"Repository alias '{alias_or_name}' is missing a valid 
repoName.")
+    return repo_name
+
+
+def cache_root() -> Path:
+    configured = os.environ.get("DEEPWIKI_MCP_CACHE_DIR")
+    if configured:
+        return Path(configured).expanduser()
+    xdg_cache = os.environ.get("XDG_CACHE_HOME")
+    if xdg_cache:
+        return Path(xdg_cache).expanduser() / "deepwiki-mcp"
+    try:
+        return Path.home() / ".cache" / "deepwiki-mcp"
+    except RuntimeError:
+        return Path(tempfile.gettempdir()) / "deepwiki-mcp"
+
+
+def repo_cache_dir(repo_name: str) -> Path:
+    return cache_root() / repo_name.replace("/", "__")
+
+
+def contents_cache_path(repo_name: str) -> Path:
+    return repo_cache_dir(repo_name) / "wiki-contents.md"
+
+
+def write_text_atomic(path: Path, text: str) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    tmp_path: Path | None = None
+    try:
+        with tempfile.NamedTemporaryFile(
+            "w",
+            encoding="utf-8",
+            dir=path.parent,
+            prefix=f"{path.name}.",
+            suffix=".tmp",
+            delete=False,
+        ) as tmp_file:
+            tmp_file.write(text)
+            tmp_path = Path(tmp_file.name)
+        tmp_path.replace(path)
+    finally:
+        if tmp_path is not None and tmp_path.exists():
+            tmp_path.unlink()
+
+
+def parse_json(data: str) -> dict[str, Any]:
+    try:
+        parsed = json.loads(data)
+    except json.JSONDecodeError as exc:
+        raise McpError(f"DeepWiki MCP returned non-JSON content: 
{preview_text(data)}") from exc
+    if not isinstance(parsed, dict):
+        raise McpError(f"DeepWiki MCP returned an unexpected JSON payload: 
{preview_text(data)}")
+    return parsed
+
+
+def read_sse_response(response: Any, expected_id: int | None) -> dict[str, 
Any]:
+    data_lines: list[str] = []
+    seen_payloads: list[str] = []
+    max_seconds = stream_timeout_seconds()
+    deadline = time.monotonic() + max_seconds
+    timed_out = False
+
+    while True:
+        if time.monotonic() > deadline:
+            timed_out = True
+            break
+        try:
+            raw_line = response.readline()
+        except (TimeoutError, socket.timeout):  # noqa: UP041
+            timed_out = True
+            break
+        if not raw_line:
+            break
+
+        line = raw_line.decode("utf-8", errors="replace").rstrip("\r\n")
+        if line.startswith("data:"):
+            data_content = line[5:]
+            if data_content.startswith(" "):
+                data_content = data_content[1:]
+            data_lines.append(data_content)
+            continue
+        if line:
+            continue
+
+        if not data_lines:
+            continue
+
+        data = "\n".join(data_lines)
+        data_lines = []
+        seen_payloads.append(data)
+        parsed = parse_json(data)
+        if expected_id is None or parsed.get("id") == expected_id:
+            return parsed
+
+    if data_lines:
+        data = "\n".join(data_lines)
+        seen_payloads.append(data)
+        if not timed_out:
+            parsed = parse_json(data)
+            if expected_id is None or parsed.get("id") == expected_id:
+                return parsed
+
+    preview = "\n".join(seen_payloads[-3:])
+    if timed_out:
+        raise McpError(
+            f"DeepWiki MCP stream timed out waiting for response id 
{expected_id} "
+            f"after {max_seconds:.0f}s: {preview_text(preview)}"
+        )
+    raise McpError(f"DeepWiki MCP stream ended without response id 
{expected_id}: {preview_text(preview)}")
+
+
+class McpClient:
+    def __init__(self, endpoint: str, protocol_version: str) -> None:
+        parsed_endpoint = urllib.parse.urlparse(endpoint)
+        if parsed_endpoint.scheme not in {"http", "https"}:
+            scheme = parsed_endpoint.scheme or "<empty>"
+            raise McpError(f"Unsupported DeepWiki MCP endpoint scheme: 
{scheme}")
+        self.endpoint = endpoint
+        self.protocol_version = protocol_version
+        self.session_id: str | None = None
+        self.next_id = 1
+
+    def request(self, payload: dict[str, Any], expect_response: bool = True) 
-> dict[str, Any] | None:
+        body = json.dumps(payload).encode("utf-8")
+        headers = {
+            "Accept": "application/json, text/event-stream",
+            "Content-Type": "application/json",
+            "Mcp-Protocol-Version": self.protocol_version,
+            "User-Agent": f"{CLIENT_NAME}/{CLIENT_VERSION}",
+        }
+        if self.session_id:
+            headers["Mcp-Session-Id"] = self.session_id
+
+        req = urllib.request.Request(self.endpoint, data=body, 
headers=headers, method="POST")
+        try:
+            with urllib.request.urlopen(req, timeout=stream_timeout_seconds()) 
as response:
+                session_id = response.headers.get("Mcp-Session-Id")
+                if session_id:
+                    self.session_id = session_id
+                if not expect_response:
+                    return None
+                content_type = response.headers.get("Content-Type", "")
+                if "text/event-stream" in content_type:
+                    parsed = read_sse_response(response, payload.get("id"))
+                else:
+                    text = response.read().decode("utf-8", errors="replace")
+                    if not text.strip():
+                        raise McpError("DeepWiki MCP returned an empty 
response.")
+                    parsed = parse_json(text)
+        except urllib.error.HTTPError as exc:
+            details = exc.read().decode("utf-8", errors="replace")
+            content_type = exc.headers.get("Content-Type", "unknown")
+            raise McpError(f"DeepWiki MCP HTTP {exc.code} ({content_type}): 
{preview_text(details)}") from exc
+        except (TimeoutError, socket.timeout) as exc:  # noqa: UP041
+            raise McpError(f"DeepWiki MCP request timed out after 
{stream_timeout_seconds():.0f}s.") from exc
+        except urllib.error.URLError as exc:
+            if isinstance(exc.reason, (TimeoutError, socket.timeout)):

Review Comment:
   ⚠️ **Fix the current Ruff failure**
   
   Evidence: `uv run ruff check tools/ai/hugegraph-ai-deepwiki-skill` fails on 
this head with `UP038` at this line. Impact: the bundled skill package cannot 
pass the repository's Ruff checks locally. Please use the Python 3.10 union 
form that the project lint rule expects.
   
   ```suggestion
               if isinstance(exc.reason, TimeoutError | socket.timeout):
   ```



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