build out morpheus-docs MCP stack, mirroring hvm-docs through Phases 1-13
Initial scaffold: the docs-mcp-template clone with all the
HVM-validated stack ported across, customized for Morpheus
Enterprise (PRODUCT_NAME=morpheus, server name morpheus-docs).
Bundles (live-discovered 2026-05-22; 1710 cataloged pages total):
* morpheus_user_manual_8_1_0 sd00007510en_us 568 pages (Feb 2026)
* morpheus_user_manual_8_1_1 sd00007621en_us 569 pages (Mar 2026)
* morpheus_user_manual_8_1_2 sd00007732en_us 569 pages (Apr 2026)
* morpheus_release_notes_8_1_0 sd00007496en_us single-doc
* morpheus_release_notes_8_1_1 sd00007610en_us single-doc
* morpheus_release_notes_8_1_2 sd00007733en_us single-doc
* morpheus_quickspecs a50009231enw html-file (live
curl_cffi against www.hpe.com; all 12+ Enterprise SKUs captured —
S6E64..S6E73AAE for new/renewal/upgrade × 1/3/5-yr terms, plus
services SKUs HA124A1#V38/V39 and H46SBA1).
No Deployment Guide or Qualification Matrix on HPE Support for
Morpheus Enterprise specifically — the only QM (sd00006551en_us)
covers HVM clusters managed by Morpheus and lives in hvm-docs.
Stack carried forward from hvm-docs:
* rag/{index,chunk,embeddings,bm25}.py — including the
MAX_CHARS=4000 chunk-cap fix for table-dense content
* docs_mcp/{server,usage}.py — 11 MCP tools, BM25-default search,
cross-encoder rerank, hybrid behind HYBRID_SEARCH=true,
morpheus_api_lessons (renamed from hvm_api_lessons), env-gated
submit_doc_bug
* docs_mcp/api_lessons.md — Morpheus-specific scaffold covering
licensing model, HVM elevation path, REST vs Plugin API, with
TODO markers for sections to flesh out from real ops experience
* scrape/{runner,quickspecs,changelog,bundles}.py — TOC + single-doc
+ html-file modes, curl_cffi Chrome120 for www.hpe.com edge bypass
* eval/{retrievers,run_eval}.py + queries.jsonl scaffold (4 placeholder
queries; populate after first scrape)
* scripts/{rerank_server,usage_report,registry_gc}.py
* .gitea/workflows/{refresh,image-only}.yml — same Gitea Actions
setup zerto-docs uses (push LAN, pull public-URL, GPU Ollama pool)
* deploy/docker-compose.yml — morpheus-docs-mcp service definition,
shared jina-rerank sidecar, Watchtower-labeled
* Dockerfile, requirements.txt, requirements-rerank.txt
Verified locally: scrape produced 1599 .md pages (some TOC entries
are parent-only and yield no body), 6353 chunks all under the 4 KB
cap, MCP server boots and lists 11 tools cleanly.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
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"""Discover Morpheus Enterprise doc bundles on HPE Support DocPortal and write bundles.json.
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Mirrors hvm-docs/scrape/bundles.py — same portal, same API shape, same single-doc-blob
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treatment for Release Notes, but pointing at the Morpheus Enterprise docId range.
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For each bundle this script:
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1. GETs /hpesc/public/api/document/{docId} → abstract HTML
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2. GETs /hpesc/public/api/document/{docId}/toc → page tree (or 404 for single-doc)
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3. Writes bundles.json at repo root with the schema PLAN.md Phase 1 documents.
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QuickSpecs is a special case: lives at www.hpe.com (not support.hpe.com), gets the
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html-file mode and is scraped via curl_cffi (see scrape/quickspecs.py).
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"""
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from __future__ import annotations
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import argparse
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import json
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import re
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import sys
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import time
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from dataclasses import dataclass, field
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from pathlib import Path
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from typing import Any
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import requests
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from bs4 import BeautifulSoup
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API = "https://support.hpe.com/hpesc/public/api/document"
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DOC_URL = "https://support.hpe.com/hpesc/public/docDisplay?docId={doc_id}"
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UA = "morpheus-docs-mcp/0.1 (+https://git.jpaul.io/justin/morpheus-docs; admin@jpaul.io)"
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ROOT = Path(__file__).resolve().parent.parent
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BUNDLES_JSON = ROOT / "bundles.json"
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@dataclass
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class BundleSpec:
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slug: str
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doc_id: str
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title: str
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version: str | None
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product: str # e.g. "User Manual", "Release Notes", "QuickSpecs"
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mode: str # "toc", "single", or "html-file"
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platform: str | None = None
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language: str = "en-US"
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source_url: str | None = None # overrides the default support.hpe.com URL
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# Declared bundles. Versions confirmed 2026-05-22 by probing the docId
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# range sd00006500..7740 for `Morpheus Enterprise` matches in the abstract.
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#
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# Notes:
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# - Morpheus Enterprise has User Manuals dating back to 8.0.10
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# (sd00006774en_us, Sep 2025) but we only ship the 8.1.x line for
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# now. Add the 8.0.x bundles here if you need older versions in the
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# corpus.
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# - No dedicated Deployment Guide or Qualification Matrix for Morpheus
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# Enterprise on HPE Support — the only QM (sd00006551en_us) covers
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# HVM clusters managed by Morpheus, which lives in hvm-docs.
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# - QuickSpecs lives on www.hpe.com (not support.hpe.com), uses the
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# html-file scrape mode with curl_cffi Chrome impersonation.
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BUNDLES: list[BundleSpec] = [
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BundleSpec("morpheus_user_manual_8_1_0", "sd00007510en_us", "HPE Morpheus Enterprise Software Documentation", "8.1.0", "User Manual", "toc"),
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BundleSpec("morpheus_user_manual_8_1_1", "sd00007621en_us", "HPE Morpheus Enterprise Software Documentation", "8.1.1", "User Manual", "toc"),
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BundleSpec("morpheus_user_manual_8_1_2", "sd00007732en_us", "HPE Morpheus Enterprise Software Documentation", "8.1.2", "User Manual", "toc"),
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BundleSpec("morpheus_release_notes_8_1_0", "sd00007496en_us", "HPE Morpheus Enterprise Software Release Notes", "8.1.0", "Release Notes", "single"),
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BundleSpec("morpheus_release_notes_8_1_1", "sd00007610en_us", "HPE Morpheus Enterprise Software Release Notes", "8.1.1", "Release Notes", "single"),
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BundleSpec("morpheus_release_notes_8_1_2", "sd00007733en_us", "HPE Morpheus Enterprise Software Release Notes", "8.1.2", "Release Notes", "single"),
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BundleSpec("morpheus_quickspecs", "a50009231enw", "HPE Morpheus Enterprise Software QuickSpecs",
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"v1", "QuickSpecs", "html-file",
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source_url="https://www.hpe.com/psnow/doc/a50009231enw"),
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]
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def _session() -> requests.Session:
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s = requests.Session()
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s.headers.update({"User-Agent": UA, "Accept": "application/json, text/html"})
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return s
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def _get(s: requests.Session, url: str, expect_json: bool = False, retries: int = 4) -> Any:
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delay = 1.0
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for attempt in range(retries):
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r = s.get(url, timeout=30)
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if r.status_code == 200:
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return r.json() if expect_json else r.text
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if r.status_code == 404:
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return None
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if r.status_code in (429, 500, 502, 503, 504):
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time.sleep(delay)
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delay *= 2
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continue
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r.raise_for_status()
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raise RuntimeError(f"GET failed after {retries} retries: {url}")
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def _count_toc(toc: list[dict] | None) -> tuple[int, str | None]:
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if not toc:
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return 0, None
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landing = None
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n = 0
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def walk(nodes: list[dict] | None, depth: int) -> None:
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nonlocal n, landing
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for node in nodes or []:
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link = node.get("topicLink")
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if link:
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n += 1
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m = re.search(r"page=(GUID-[A-F0-9-]+)\.html", link)
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if m and landing is None:
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landing = m.group(1)
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walk(node.get("children"), depth + 1)
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walk(toc, 0)
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return n, landing
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def _parse_abstract(html: str) -> dict[str, str]:
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soup = BeautifulSoup(html, "html.parser")
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out: dict[str, str] = {}
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h1 = soup.select_one("h1.title.topictitle1")
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if h1:
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out["title"] = h1.get_text(" ", strip=True)
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desc = soup.select_one("div.desc")
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if desc:
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out["abstract"] = desc.get_text(" ", strip=True)
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pub = soup.select_one("div.publishedDate")
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if pub:
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out["published"] = pub.get_text(" ", strip=True).replace("Published:", "").strip()
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return out
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def discover_bundle(s: requests.Session, spec: BundleSpec) -> dict[str, Any]:
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# html-file bundles are static fixtures or live-fetched outside support.hpe.com.
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if spec.mode == "html-file":
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return {
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"slug": spec.slug,
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"doc_id": spec.doc_id,
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"title": spec.title,
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"version": spec.version,
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"platform": spec.platform,
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"product": spec.product,
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"language": spec.language,
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"page_count": 1,
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"mode": "html-file",
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"abstract": "",
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"dates": {},
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"landing_page": spec.doc_id,
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"source_url": spec.source_url or f"https://www.hpe.com/psnow/doc/{spec.doc_id}",
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}
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abstract_html = _get(s, f"{API}/{spec.doc_id}", expect_json=False)
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meta = _parse_abstract(abstract_html or "")
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page_count: int
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landing: str | None
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if spec.mode == "toc":
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toc = _get(s, f"{API}/{spec.doc_id}/toc", expect_json=True)
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page_count, landing = _count_toc(toc)
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if page_count == 0:
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print(f" ! {spec.slug}: TOC empty — falling back to single-doc mode", file=sys.stderr)
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spec.mode = "single"
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page_count, landing = 1, spec.doc_id
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else:
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page_count, landing = 1, spec.doc_id
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return {
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"slug": spec.slug,
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"doc_id": spec.doc_id,
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"title": meta.get("title") or spec.title,
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"version": spec.version,
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"platform": spec.platform,
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"product": spec.product,
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"language": spec.language,
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"page_count": page_count,
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"mode": spec.mode,
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"abstract": meta.get("abstract", ""),
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"dates": {"Published": meta.get("published", "")},
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"landing_page": landing,
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"source_url": spec.source_url or DOC_URL.format(doc_id=spec.doc_id),
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}
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def main() -> int:
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p = argparse.ArgumentParser(description="Build bundles.json from BUNDLES list.")
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p.add_argument("--out", default=str(BUNDLES_JSON))
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args = p.parse_args()
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s = _session()
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out: list[dict[str, Any]] = []
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for spec in BUNDLES:
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print(f" • {spec.slug} ({spec.doc_id}) ...", file=sys.stderr)
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out.append(discover_bundle(s, spec))
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Path(args.out).write_text(json.dumps(out, indent=2) + "\n")
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print(f"wrote {args.out}: {len(out)} bundles, {sum(b['page_count'] for b in out)} pages total", file=sys.stderr)
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return 0
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if __name__ == "__main__":
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sys.exit(main())
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Reference in New Issue
Block a user