WFGY/ProblemMap/GlobalDebugCardExamples/wfgy_rag16_wave0_colab_mvp.ipynb

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      "source": [
        "# ============================================================\n",
        "# WFGY RAG 16 Problem Map · Colab Wave 0 MVP (Single Cell)\n",
        "# ============================================================\n",
        "#\n",
        "# This notebook:\n",
        "# - Loads wfgy_problem_catalog_v1.json\n",
        "# - Loads wfgy_debug_packet_v1.json\n",
        "# - Extracts example_packet\n",
        "# - Prints a structured Wave 0 triage summary\n",
        "#\n",
        "# No LLM is used.\n",
        "# Purpose: prove JSON specs are machine-readable and tool-friendly.\n",
        "# ============================================================\n",
        "\n",
        "import requests\n",
        "\n",
        "CATALOG_URL = \"https://raw.githubusercontent.com/onestardao/WFGY/main/ProblemMap/specs/wfgy_problem_catalog_v1.json\"\n",
        "PACKET_URL = \"https://raw.githubusercontent.com/onestardao/WFGY/main/ProblemMap/specs/wfgy_debug_packet_v1.json\"\n",
        "\n",
        "\n",
        "def load_json(url: str) -> dict:\n",
        "    response = requests.get(url, timeout=30)\n",
        "    response.raise_for_status()\n",
        "    return response.json()\n",
        "\n",
        "\n",
        "def indent_block(text: str, prefix: str = \"    \") -> str:\n",
        "    if not text:\n",
        "        return \"\"\n",
        "    return \"\\n\".join(prefix + line for line in text.splitlines())\n",
        "\n",
        "\n",
        "def summarize_case(case_obj: dict, catalog: dict) -> str:\n",
        "    lines = []\n",
        "\n",
        "    lines.append(\"=== WFGY RAG 16 Problem Map · Wave 0 Triage Summary ===\")\n",
        "    lines.append(\"\")\n",
        "\n",
        "    env = case_obj.get(\"environment\", {}) or {}\n",
        "    lines.append(f\"System   : {env.get('system', 'unknown-system')}\")\n",
        "    lines.append(f\"Project  : {env.get('project', 'unknown-project')}\")\n",
        "    lines.append(f\"Run ID   : {env.get('run_id', 'unknown-run-id')}\")\n",
        "    if env.get(\"run_url\"):\n",
        "        lines.append(f\"Run URL  : {env.get('run_url')}\")\n",
        "    lines.append(\"\")\n",
        "\n",
        "    question = (case_obj.get(\"Q\") or \"\").strip()\n",
        "    if question:\n",
        "        lines.append(\"Question:\")\n",
        "        lines.append(indent_block(question))\n",
        "        lines.append(\"\")\n",
        "\n",
        "    metrics = case_obj.get(\"metrics\", {}) or {}\n",
        "    if metrics:\n",
        "        lines.append(\"Metrics:\")\n",
        "        for k, v in metrics.items():\n",
        "            lines.append(f\"  - {k}: {v}\")\n",
        "        lines.append(\"\")\n",
        "\n",
        "    labels = case_obj.get(\"labels\", {}) or {}\n",
        "    lines.append(\"Labels:\")\n",
        "    lines.append(f\"  primary   : {labels.get('primary', [])}\")\n",
        "    lines.append(f\"  secondary : {labels.get('secondary', [])}\")\n",
        "    lines.append(f\"  modes     : {labels.get('modes', [])}\")\n",
        "    lines.append(f\"  types     : {labels.get('types', [])}\")\n",
        "    if labels.get(\"confidence\") is not None:\n",
        "        lines.append(f\"  confidence: {labels.get('confidence')}\")\n",
        "    lines.append(\"\")\n",
        "\n",
        "    wave0_ids = catalog.get(\"wave0_scope\", {}).get(\"modes\", [])\n",
        "    all_modes = catalog.get(\"modes\", [])\n",
        "    mode_lookup = {m[\"id\"]: m for m in all_modes if isinstance(m, dict)}\n",
        "\n",
        "    lines.append(\"Wave 0 Modes In Scope (1, 2, 5, 8):\")\n",
        "    for mid in wave0_ids:\n",
        "        meta = mode_lookup.get(mid, {})\n",
        "        lines.append(f\"  - {mid} {meta.get('code','')} {meta.get('short_name','')}\")\n",
        "    lines.append(\"\")\n",
        "\n",
        "    selected_modes = labels.get(\"modes\", [])\n",
        "    if selected_modes:\n",
        "        lines.append(\"Selected Modes For This Case:\")\n",
        "        for mid in selected_modes:\n",
        "            meta = mode_lookup.get(mid, {})\n",
        "            lines.append(f\"  - {mid} {meta.get('code','')} {meta.get('short_name','')}\")\n",
        "        lines.append(\"\")\n",
        "\n",
        "    fix_plan = case_obj.get(\"fix_plan\", {}) or {}\n",
        "    if fix_plan:\n",
        "        lines.append(\"Fix Plan:\")\n",
        "        if fix_plan.get(\"target_modes\"):\n",
        "            lines.append(f\"  target_modes  : {fix_plan.get('target_modes')}\")\n",
        "        if fix_plan.get(\"selected_modes\"):\n",
        "            lines.append(f\"  selected_modes: {fix_plan.get('selected_modes')}\")\n",
        "\n",
        "        if fix_plan.get(\"fixes\"):\n",
        "            lines.append(\"  fixes:\")\n",
        "            for f in fix_plan[\"fixes\"]:\n",
        "                lines.append(f\"    - {f}\")\n",
        "\n",
        "        if fix_plan.get(\"verification_tests\"):\n",
        "            lines.append(\"  verification_tests:\")\n",
        "            for t in fix_plan[\"verification_tests\"]:\n",
        "                lines.append(f\"    - {t}\")\n",
        "        lines.append(\"\")\n",
        "\n",
        "    triage_notes = (case_obj.get(\"triage_notes\") or \"\").strip()\n",
        "    if triage_notes:\n",
        "        lines.append(\"Triage Notes:\")\n",
        "        lines.append(indent_block(triage_notes))\n",
        "        lines.append(\"\")\n",
        "\n",
        "    return \"\\n\".join(lines)\n",
        "\n",
        "\n",
        "print(\"Loading WFGY JSON specs...\")\n",
        "catalog = load_json(CATALOG_URL)\n",
        "packet_spec = load_json(PACKET_URL)\n",
        "example_case = packet_spec.get(\"example_packet\", {}) or {}\n",
        "\n",
        "print(\"Catalog URL :\", CATALOG_URL)\n",
        "print(\"Packet URL  :\", PACKET_URL)\n",
        "print(\"\")\n",
        "\n",
        "print(summarize_case(example_case, catalog))\n",
        "\n",
        "print(\"=== Wave 0 JSON MVP Execution Complete ===\")"
      ],
      "metadata": {
        "id": "RU4fKt-349sA"
      },
      "execution_count": null,
      "outputs": []
    }
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