release: bump version to 0.61.0

Release 0.58.0 includes the Earth high-precision boundary PMTiles/MVT pipeline, standardized Earth boundary source collectors, China POV boundary configuration templates, and removal of the legacy low-precision GeoJSON fallback. It also adds Earth news target-location queueing/archive support, fixes datasource task status visibility, documents the Earth surface depth-spacing rules that prevent far-zoom z-fighting snow/black blocks, and updates bilingual operations/developer docs.

.claude/commands/docs.md

@@ -1,170 +1,103 @@
 ---
-description: 分析本次 git 变更，在 docs/technical/zh/ 中新建或更新对应的技术文档
-argument-hint: 可选：指定要记录的主题，或留空自动从 git diff 推断
+description: Create or update repository documentation from current code changes
+argument-hint: Optional: topic to document, or leave empty to infer from git diff
 allowed-tools: ["Read", "Edit", "Write", "Bash", "Glob", "Grep"]
 ---
 
-# /docs — 技术文档写入工作流
+# /docs — Documentation Workflow
 
-## 目标
+## Goal
 
-根据当前 git 变更（或用户指定主题）在 `docs/technical/zh/` 中写入或更新技术文档，记录**为什么**这样做，而不只是记录做了什么。
+Create or update documentation that explains why a change exists, how it behaves, and what maintainers need to know. Keep this command generic. Repository-specific coverage rules live in the repository and must be loaded separately.
 
-## 执行步骤
+## Repository Rules
 
-### Step 1 — 理解变更范围
+Before deciding scope, check whether the repository has a documentation rules file:
 
 ```bash
-git diff HEAD --stat          # 变更文件一览
-git diff HEAD --name-only     # 变更文件列表
-git log --oneline -10         # 近期 commit 上下文
+test -f docs/documentation-coverage-rules.md && sed -n '1,240p' docs/documentation-coverage-rules.md
 ```
 
-若 `$ARGUMENTS` 指定了主题，优先聚焦该主题；否则从文件列表和 diff stat 推断变更主题。不要默认读取完整仓库 diff；只对决定文档主题所需的文件读取 focused diff：
+If it exists, apply it as the project-specific coverage checklist. If it does not exist, continue with the generic workflow below.
+
+## Workflow
+
+### Step 1 — Understand The Change
+
+```bash
+git diff HEAD --stat
+git diff HEAD --name-only
+git log --oneline -10
+rg --files docs
+```
+
+If `$ARGUMENTS` specifies a topic, focus on that topic. Otherwise infer the documentation topic from the changed files. Do not read the full repository diff by default; inspect focused files only:
 
 ```bash
 git diff HEAD -- <path>
 rg -n "class |def |function |export |router|@router|interface |type " <path>
 ```
 
-### Step 2 — 确认文档范围
+### Step 2 — Decide Scope
 
-分析变更，判断：
+- Prefer updating an existing relevant document over creating a duplicate.
+- Use one document for one coherent topic.
+- Split documents only when the change crosses meaningful domains.
+- Keep filenames lowercase and hyphenated.
+- Apply the repository-specific rules file before writing.
 
-1. **应写几篇文档**：单一主题写一篇，跨领域变更可拆分（如后端性能优化 + 运维启动脚本分开写）
-2. **是新建还是更新**：检查 `docs/technical/zh/` 中是否已有相关文档
-3. **文档命名**：按 `领域-主题-副题.md` 格式，全小写，用连字符，如：
-   - `backend-datasources-api-performance.md`
-   - `ops-planet-sh-startup.md`
-   - `earth-bgp-context.md`
+#### Document Audience Routing (Planet)
 
-```bash
-ls docs/technical/zh/          # 查看现有文档
+In this repository, classify the action's performer before picking a target file:
+
+- Browser/UI end user → `docs/technical/{zh,en}/manual.md` or `quickstart.md`.
+- Shell / Docker / log paths / `planet.sh` / SMTP fallbacks / port forwarding → `docs/technical/{zh,en}/ops-runbook.md` (or an existing `ops-*.md`).
+- Second-party developers → existing `*-context.md` / `backend-*.md` / `earth-*.md` files.
+
+Never put shell commands, log paths, or Docker operations into `manual.md` / `quickstart.md`. Never put UI button labels or screenshots into `ops-*.md`. When the same action has both a UI and a CLI path, write each in its own home and cross-link them with one sentence.
+
+For ambiguous or large documentation changes, briefly state the intended doc plan before editing. For clear small changes, proceed directly.
+
+### Step 3 — Write
+
+Explain:
+
+- Background/problem: what was wrong or missing before.
+- Core design decisions and rationale.
+- Operational or user-facing impact.
+- Relevant code paths, only when useful for future maintainers.
+
+Style:
+
+- Follow the repository’s existing language and heading conventions.
+- Use fenced code blocks with language tags.
+- Prefer tables for comparisons or parameter lists.
+- Keep snippets concise and relevant.
+
+### Step 4 — Verify
+
+- Read the completed docs once for clarity and stale statements.
+- Verify referenced paths exist with `test -e` or `rg --files`.
+- Run applicable checks from `docs/documentation-coverage-rules.md`.
+- Check Markdown links use readable user-facing titles unless repository rules allow otherwise.
+
+### Step 5 — Report
+
+Summarize changed docs and verification:
+
+```md
+Updated:
+- path/to/doc.md — what changed
+
+Verified:
+- checks that passed
+- checks that could not be run, if any
 ```
 
-**先输出写作计划供用户确认**（若变更明确且范围小，可直接执行）：
+## Hard Constraints
 
-```
-文档计划：
-  新建：docs/technical/zh/ops-planet-sh-startup.md — planet.sh 启动性能优化
-  更新：docs/technical/zh/backend-datasources-api-performance.md — 补充并行化细节
-```
-
-### Step 2.5 — 覆盖范围检查
-
-写文档前必须按变更类型检查配套文档，不要只更新一篇专题文档：
-
-- 用户可见流程变化：更新 `docs/technical/zh/manual.md`，通常也更新 `docs/technical/zh/quickstart.md`。
-- `manual.md`、`quickstart.md` 这类用户手册存在英文版时，同步更新 `docs/technical/en/...`，至少避免英文版与中文版互相矛盾。
-- 控制台页面职责、路由入口、表格/抽屉/设置页行为变化：更新 `docs/technical/zh/frontend-admin-frontend-context.md`。
-- Earth 前端行为、HUD、巡航、图层、图例、交互变化：更新 `docs/technical/zh/earth-frontend-context.md`。
-- 新增 Earth 图层、调整 `renderOrder`、半径/高度偏移、深度策略、拾取策略、legend mode、图层面板顺序或启动加载顺序：更新 `docs/technical/zh/earth-render-layer-order.md`。
-- Earth 图层视觉样式、颜色、图例符号语义变化：若影响样式索引，同步更新 `docs/technical/zh/earth-layer-style-reference.md`。
-- 采集器、数据源、凭证、设置页、连接检查、scheduler、后端 API 变化：更新相关后端文档，优先检查 `docs/technical/zh/backend-collectors.md` 和 datasource/settings 专题文档。
-- 如果某个旧 plan 的假设已经被当前实现推翻，在对应 `docs/plans/*.md` 增加现状修正或更新该段，不要让计划文档继续给出相反方向。
-- 新增 technical 文档后，如果需要被发现，更新 `docs/technical/zh/README.md`。
-- 对本次变更提取旧词做 stale search，例如旧 tab 名、旧路由职责、旧认证假设、改名前 UI 文案：
-
-```bash
-rg -n "旧文案|旧路由职责|旧认证假设" docs/technical docs/plans
-```
-
-### Step 3 — 写文档
-
-遵循以下原则：
-
-**记录 WHY，不只记录 WHAT**
-- 好：`将戳文件从 /tmp 移到 ~/.cache/planet/，因为 WSL 重启后 /tmp 被清空`
-- 差：`修改了 AI_PROVIDER_BUILD_STAMP_FILE 的值`
-
-**必须包含的内容**：
-- 背景/问题：改动之前存在什么问题，为什么要改
-- 核心设计决策及其理由
-- 关键代码片段（用 diff 或 before/after 展示）
-- 相关文件列表
-
-**格式要求**：
-- 使用 `##` 和 `###` 分级，不要超过三级
-- 代码块注明语言（python / bash / typescript / sql）
-- 表格用于对比多个选项或列出参数
-- 中文写作，技术术语保留英文原文
-- `docs/technical/zh/` 中的文档不得用英文原文占位；如果存在 `docs/technical/en/` 对应文件，禁止逐字复制成中文文件
-- 中文文档内部链接应指向 `docs/technical/zh/...`，除非明确引用英文专属文档
-
-**文档结构模板**：
-
-```markdown
-# 标题（说明做了什么）
-
-## 背景
-
-为什么要做这个改动，改动前存在什么问题。
-
-## 核心变更
-
-### 子主题一
-
-before/after 或决策说明 + 关键代码
-
-### 子主题二
-
-...
-
-## 相关文件
-
-- `path/to/file.py` — 简短说明
-```
-
-### Step 4 — 验证
-
-- 读一遍写好的文档，确认逻辑清晰、代码片段无明显错误
-- 用 `rg --files` 或 `test -e` 确认文档中的文件路径在项目中真实存在，避免凭记忆判断：
-- 检查中文文档没有误复制英文版：
-
-```bash
-python - <<'PY'
-from pathlib import Path
-same = []
-for en in sorted(Path("docs/technical/en").glob("*.md")):
-    zh = Path("docs/technical/zh") / en.name
-    if zh.exists() and en.read_text() == zh.read_text():
-        same.append(en.name)
-if same:
-    raise SystemExit("identical en/zh docs: " + ", ".join(same))
-print("no identical en/zh docs")
-PY
-```
-
-- 检查中文文档内部链接没有继续指向无语言目录：
-
-```bash
-rg -n "/home/ray/dev/linkong/planet/docs/technical/(?!zh|en)" docs/technical/zh --pcre2
-```
-
-```bash
-# 对文档中提到的关键路径做快速验证
-ls <mentioned_paths>
-```
-
-如需检查大量链接，优先用确定性提取：
-
-```bash
-rg -n "\]\(([^)]+)\)" docs/technical/zh/<doc>.md
-```
-
-### Step 5 — 完成确认
-
-输出摘要：
-
-```
-✓ 新建：docs/technical/zh/ops-planet-sh-startup.md（约 xxx 字）
-✓ 更新：docs/technical/zh/backend-datasources-api-performance.md
-```
-
-## 注意事项
-
-- 不要写流水账式的"改了 A、改了 B、改了 C"，要写改动背后的约束和权衡
-- 不要在文档中引用 PR 号、issue 号、或当前对话——这些会随时间失效
-- 代码片段保持简洁，只保留说明问题的关键部分，省略无关样板代码
-- 如果某个变更已有文档记录，优先在原文档中追加，而不是新建
-- 文档是给未来的开发者看的，假设读者熟悉项目但不了解这次改动的背景
+- Do not leave placeholder docs.
+- Do not duplicate bilingual files byte-for-byte.
+- Do not reference PR numbers, issue numbers, or the current conversation unless explicitly requested.
+- Do not write changelog-style lists without the reasoning and tradeoffs behind the change.
+- Keep docs maintainable and concise.

.codex/skills/docs/SKILL.md

@@ -1,126 +1,72 @@
 ---
 name: docs
-description: Analyze current Planet repo changes and create or update technical documentation under docs/technical/zh. Use when the user asks to write docs, update technical docs, summarize implementation changes into documentation, or port the Claude docs-codex workflow into Codex.
+description: Create or update repository documentation from current code changes. Use when the user asks to write docs, update docs, summarize implementation changes into docs, or check documentation coverage. Load repository-specific coverage rules from docs/documentation-coverage-rules.md when present.
 ---
 
 # Docs
 
-Use this skill when the user asks to create or update Planet technical documentation, especially under `docs/technical/zh/`.
+Use this skill when the task is documentation work: creating, updating, checking, or summarizing docs for code or behavior changes.
 
 ## Goal
 
-Write or update technical docs that explain why a change exists, not only what files changed.
+Write documentation that explains why a change exists, how it behaves, and what maintainers need to know. Keep the skill generic; repository-specific rules belong in the repository, not in this skill.
 
-Default target directory:
+## Repository Rules
 
-- `docs/technical/zh/`
+Before deciding scope, check whether the repository has a documentation rules file:
+
+```bash
+test -f docs/documentation-coverage-rules.md && sed -n '1,240p' docs/documentation-coverage-rules.md
+```
+
+If it exists, apply it as the project-specific coverage checklist. If it does not exist, continue with the generic workflow below.
 
 ## Workflow
 
-1. Gather change context:
+1. Gather focused context:
 
 ```bash
 git diff HEAD --stat
 git diff HEAD --name-only
 git log --oneline -10
-ls docs/technical/zh/
+rg --files docs
 ```
 
-If the user gives a specific topic, focus on that topic. Otherwise infer the documentation topic from the file list and diff stat. Do **not** read the full repository diff by default; inspect focused diffs only for the files that define the doc topic:
+If the user gives a topic, focus on that topic. Otherwise infer the doc topic from changed files. Avoid reading large full diffs by default; inspect focused files and symbols:
 
 ```bash
 git diff HEAD -- <path>
 rg -n "class |def |function |export |router|@router|interface |type " <path>
 ```
 
-2. Decide document scope:
+2. Decide scope:
 
-- Use one document for one coherent topic.
-- Split documents when the changes cross meaningful domains, such as backend performance and ops startup behavior.
 - Prefer updating an existing relevant doc over creating a duplicate.
-- Name new files as lowercase hyphenated `domain-topic-detail.md`, for example:
-  - `backend-datasources-api-performance.md`
-  - `ops-planet-sh-startup.md`
-  - `earth-bgp-context.md`
+- Use one document for one coherent topic.
+- Split documents only when changes cross meaningful domains.
+- Keep filenames lowercase and hyphenated.
 
-3. Apply the documentation coverage checklist before writing:
+3. Write the doc:
 
-- User-visible workflow changes must update `docs/technical/zh/manual.md` and usually `docs/technical/zh/quickstart.md`.
-- If an English counterpart exists for user-facing docs such as `manual.md` or `quickstart.md`, update `docs/technical/en/...` enough that it does not contradict the Chinese source.
-- Control console page responsibility changes must update `docs/technical/zh/frontend-admin-frontend-context.md`.
-- Earth frontend behavior changes must update `docs/technical/zh/earth-frontend-context.md`.
-- Earth layer additions, `renderOrder`, altitude/radius offsets, depth strategy, pointer picking, legend modes, or layer panel/startup ordering must update `docs/technical/zh/earth-render-layer-order.md`.
-- Earth layer visual style or legend symbol/color semantics should also update `docs/technical/zh/earth-layer-style-reference.md` when that reference is affected.
-- Collector, datasource, credential, settings, connectivity, scheduler, or API changes must update the relevant backend docs, especially `docs/technical/zh/backend-collectors.md` and any datasource/settings-specific doc.
-- When a change turns an old plan assumption into current behavior, update the relevant `docs/plans/*.md` with a status note instead of leaving contradictory instructions.
-- If adding a new technical document, add it to `docs/technical/zh/README.md` when it should be discoverable from the technical docs index.
-- Search docs for stale terms introduced by the change, for example old tab names, old route responsibilities, obsolete auth assumptions, or renamed UI labels.
+- Explain background/problem, design decisions, constraints, and operational impact.
+- Keep code snippets short and directly relevant.
+- List related files only when they help future maintainers navigate.
+- Use the repository’s existing language, heading style, and naming conventions.
 
-4. Write the doc in Chinese:
+4. Verify:
 
-- Write Chinese prose for `docs/technical/zh/`.
-- Keep technical identifiers, API paths, config keys, code symbols, and standard product names in English where appropriate.
-- Use `##` and `###` headings; avoid going deeper than three levels.
-- Use fenced code blocks with language tags.
-- Use tables when comparing options or listing parameters.
-
-5. Required content:
-
-- Background/problem: what was wrong before and why the change was needed.
-- Core design decisions and rationale.
-- Key code snippets, preferably before/after or focused excerpts.
-- Related files and what each file contributes.
-
-6. Verification:
-
-- Read the completed doc and check that the reasoning is clear.
-- Verify important referenced paths exist.
-- Use `rg --files` or `test -e` for path existence instead of relying on memory.
-- Run a quick duplicate-language check when editing bilingual docs:
-
-```bash
-python - <<'PY'
-from pathlib import Path
-same = []
-for en in sorted(Path("docs/technical/en").glob("*.md")):
-    zh = Path("docs/technical/zh") / en.name
-    if zh.exists() and en.read_text() == zh.read_text():
-        same.append(en.name)
-if same:
-    raise SystemExit("identical en/zh docs: " + ", ".join(same))
-print("no identical en/zh docs")
-PY
-```
-
-Also check that Chinese docs do not link to the old language-less technical docs path:
-
-```bash
-rg -n "/home/ray/dev/linkong/planet/docs/technical/(?!zh|en)" docs/technical/zh --pcre2
-```
-
-This command should return no matches.
-
-If checking many links, prefer deterministic extraction:
-
-```bash
-rg -n "\]\(([^)]+)\)" docs/technical/zh/<doc>.md
-```
-
-Also run focused stale-term searches derived from the change, for example:
-
-```bash
-rg -n "old label|old route purpose|obsolete provider assumption" docs/technical docs/plans
-```
+- Read the completed doc once for clarity and stale statements.
+- Verify important referenced paths exist with `test -e` or `rg --files`.
+- Run repository-specific doc checks from `docs/documentation-coverage-rules.md` when present.
+- For Markdown links, check that user-facing titles are readable and not raw filenames unless the repository rules allow it.
 
 ## Hard Constraints
 
-- A file under `docs/technical/zh/` must not be an English source file copied as a placeholder.
-- Do not leave a Chinese doc with only an English title and English first-screen content.
-- When an English counterpart exists in `docs/technical/en/`, never duplicate it byte-for-byte into `docs/technical/zh/`.
-- Internal links inside `docs/technical/zh/` should point to `docs/technical/zh/...` for Chinese docs, unless intentionally linking to an English-only file.
-- Do not reference PR numbers, issue numbers, or the current conversation.
-- Do not write changelog-style lists like "changed A, changed B, changed C" without the constraints and tradeoffs behind those changes.
-- Keep code snippets concise and relevant.
+- Do not leave placeholder docs or copied source text pretending to be documentation.
+- Do not duplicate bilingual files byte-for-byte.
+- Do not reference PR numbers, issue numbers, or the current conversation unless explicitly requested.
+- Do not write changelog-style lists without the reasoning, constraints, and tradeoffs behind the change.
+- Keep docs concise enough to maintain.
 
 ## Recommended Output
 
@@ -128,9 +74,9 @@ After editing, summarize:
 
 ```md
 Updated:
-- docs/technical/zh/example.md — what changed
+- path/to/doc.md — what changed
 
 Verified:
-- no identical en/zh docs
-- no language-less docs/technical links in zh docs
+- checks that passed
+- checks that could not be run, if any
 ```

.dockerignore

@@ -0,0 +1,18 @@
+**
+
+!pyproject.toml
+!uv.lock
+!VERSION
+!backend/
+!backend/**
+!aiprovider/
+!aiprovider/**
+
+backend/.env
+backend/.env.*
+aiprovider/.env
+aiprovider/.env.*
+!aiprovider/.env.example
+**/__pycache__/
+**/*.pyc
+**/*.pyo

.gitea/workflows/ci.yaml

@@ -0,0 +1,64 @@
+name: ci
+
+on:
+  push:
+    branches:
+      - dev
+      - main
+  pull_request:
+
+env:
+  REGISTRY: gitea.rclaw.top
+  IMAGE_NAMESPACE: linkong/planet
+
+jobs:
+  backend:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install uv
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
+      - name: Sync Python dependencies
+        run: ~/.local/bin/uv sync --group dev
+      - name: Run backend smoke tests
+        working-directory: backend
+        run: PYTHONPATH=. "$GITHUB_WORKSPACE/.venv/bin/python" -m pytest -s tests/test_api.py tests/test_realtime_sources.py -q
+
+  frontend:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install Bun
+        run: curl -fsSL https://bun.sh/install | bash
+      - name: Build frontend
+        working-directory: frontend
+        run: |
+          ~/.bun/bin/bun install --frozen-lockfile
+          ~/.bun/bin/bun run build
+
+  delivery:
+    runs-on: ubuntu-latest
+    needs:
+      - backend
+      - frontend
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install Helm
+        run: |
+          mkdir -p "$HOME/.local/bin"
+          curl -fsSL https://get.helm.sh/helm-v3.15.4-linux-amd64.tar.gz -o /tmp/helm.tar.gz
+          tar -xzf /tmp/helm.tar.gz -C /tmp
+          mv /tmp/linux-amd64/helm "$HOME/.local/bin/helm"
+          echo "$HOME/.local/bin" >> "$GITHUB_PATH"
+      - name: Docker build smoke
+        run: |
+          docker build -t "$REGISTRY/$IMAGE_NAMESPACE/frontend:${GITHUB_SHA}" ./frontend
+          docker build -t "$REGISTRY/$IMAGE_NAMESPACE/backend:${GITHUB_SHA}" -f backend/Dockerfile .
+          docker build -t "$REGISTRY/$IMAGE_NAMESPACE/aiprovider:${GITHUB_SHA}" -f aiprovider/Dockerfile .
+      - name: Helm template smoke
+        run: |
+          helm lint deploy/helm/planet
+          helm template planet-staging deploy/helm/planet \
+            --namespace planet-staging \
+            -f deploy/helm/planet/values.single-node.yaml \
+            --set image.tag="${GITHUB_SHA}" >/tmp/planet-rendered.yaml

.gitea/workflows/deploy-staging.yaml

@@ -0,0 +1,67 @@
+name: deploy-staging
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - main
+
+env:
+  REGISTRY: gitea.rclaw.top
+  IMAGE_NAMESPACE: linkong/planet
+  RELEASE_NAME: planet-staging
+  NAMESPACE: planet-staging
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install deploy tools
+        run: |
+          mkdir -p "$HOME/.local/bin"
+          curl -fsSL https://get.helm.sh/helm-v3.15.4-linux-amd64.tar.gz -o /tmp/helm.tar.gz
+          tar -xzf /tmp/helm.tar.gz -C /tmp
+          mv /tmp/linux-amd64/helm "$HOME/.local/bin/helm"
+          curl -fsSL https://dl.k8s.io/release/v1.30.5/bin/linux/amd64/kubectl -o /tmp/kubectl
+          install -m 0755 /tmp/kubectl "$HOME/.local/bin/kubectl"
+          echo "$HOME/.local/bin" >> "$GITHUB_PATH"
+      - name: Configure kubeconfig
+        run: |
+          mkdir -p "$HOME/.kube"
+          printf "%s" "${{ secrets.KUBE_CONFIG_STAGING }}" | base64 -d > "$HOME/.kube/config"
+          chmod 600 "$HOME/.kube/config"
+      - name: Deploy Helm release
+        run: |
+          kubectl create namespace "$NAMESPACE" --dry-run=client -o yaml | kubectl apply -f -
+          helm upgrade --install "$RELEASE_NAME" deploy/helm/planet \
+            --namespace "$NAMESPACE" \
+            -f deploy/helm/planet/values.single-node.yaml \
+            --set global.imageRegistry="$REGISTRY" \
+            --set global.imageNamespace="$IMAGE_NAMESPACE" \
+            --set image.tag="${GITHUB_SHA}"
+      - name: Wait for rollout
+        run: |
+          kubectl rollout status deployment/planet-frontend -n "$NAMESPACE" --timeout=180s
+          kubectl rollout status deployment/planet-backend -n "$NAMESPACE" --timeout=180s
+          kubectl rollout status deployment/planet-aiprovider -n "$NAMESPACE" --timeout=180s
+      - name: Smoke test services
+        run: |
+          kubectl run planet-smoke-${GITHUB_RUN_NUMBER} \
+            --rm -i --restart=Never \
+            --namespace "$NAMESPACE" \
+            --image=curlimages/curl:8.11.1 \
+            --command -- sh -c '
+              set -eu
+              curl -fsS http://planet-frontend:3000/ >/dev/null
+              curl -fsS http://planet-frontend:3000/health >/dev/null
+              curl -fsS http://planet-frontend:3000/api/health >/dev/null
+              curl -fsS http://planet-backend:8000/health >/dev/null
+              curl -fsS http://planet-aiprovider:8010/health >/dev/null
+            '
+      - name: Collect diagnostics on failure
+        if: failure()
+        run: |
+          kubectl get all -n "$NAMESPACE" -o wide || true
+          kubectl describe pods -n "$NAMESPACE" || true
+          kubectl logs -n "$NAMESPACE" -l app.kubernetes.io/instance="$RELEASE_NAME" --all-containers --tail=200 || true

.gitea/workflows/release.yaml

@@ -0,0 +1,58 @@
+name: release
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - "v*"
+  workflow_dispatch:
+
+env:
+  REGISTRY: gitea.rclaw.top
+  IMAGE_NAMESPACE: linkong/planet
+
+jobs:
+  images:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Resolve image tags
+        id: meta
+        run: |
+          echo "sha_tag=${GITHUB_SHA}" >> "$GITHUB_OUTPUT"
+          if printf "%s" "${GITHUB_REF}" | grep -q '^refs/tags/v'; then
+            echo "release_tag=${GITHUB_REF_NAME}" >> "$GITHUB_OUTPUT"
+          else
+            echo "release_tag=" >> "$GITHUB_OUTPUT"
+          fi
+      - name: Login to registry
+        run: echo "${{ secrets.REGISTRY_PASSWORD }}" | docker login "$REGISTRY" -u "${{ secrets.REGISTRY_USER }}" --password-stdin
+      - name: Build and push images
+        run: |
+          for service in frontend backend aiprovider; do
+            case "$service" in
+              frontend)
+                dockerfile="./frontend/Dockerfile"
+                context="./frontend"
+                ;;
+              backend)
+                dockerfile="backend/Dockerfile"
+                context="."
+                ;;
+              aiprovider)
+                dockerfile="aiprovider/Dockerfile"
+                context="."
+                ;;
+            esac
+
+            image="$REGISTRY/$IMAGE_NAMESPACE/$service:${{ steps.meta.outputs.sha_tag }}"
+            docker build -t "$image" -f "$dockerfile" "$context"
+            docker push "$image"
+
+            if [ -n "${{ steps.meta.outputs.release_tag }}" ]; then
+              release_image="$REGISTRY/$IMAGE_NAMESPACE/$service:${{ steps.meta.outputs.release_tag }}"
+              docker tag "$image" "$release_image"
+              docker push "$release_image"
+            fi
+          done

.gitignore

@@ -8,6 +8,7 @@
 .env
 .env.local
 .env.*.local
+config/earth-boundary-sources.local.json
 *.pem
 *.key
 *.crt
@@ -150,3 +151,9 @@ temp/
 # Runtime Data
 # ----------------------
 data/ai/bgp-briefs/
+data/earth-boundary-sources/
+
+# Generated Earth boundary tile artifacts. Keep source configs and builders in
+# Git; publish PMTiles/MVT artifacts through release/deploy storage instead of
+# committing thousands of generated tile files.
+frontend/public/earth/data/boundaries/

README.md

@@ -8,68 +8,54 @@
 
 ## 系统架构
 
+当前仓库的核心形态是“Web Earth 可视化 + React 运维台 + FastAPI 数据与 AI 编排后端 + 独立模型适配层”。物理大屏与 UE 客户端仍是长期方向，但不再作为本地开发和当前发布的必需运行单元。
+
 ```
-┌─────────────────────────────────────────────────────────────────────────┐
-│                           物理大屏展示层                                  │
-│  ┌─────────────────────────────────────────────────────────────────┐    │
-│  │         偏振片3D大屏 (2m×3m, 4K, 120Hz, 眼镜式)                 │    │
-│  │  ┌─────────────────────────────────────────────────────────┐    │    │
-│  │  │              虚幻引擎 UE5 客户端                          │    │    │
-│  │  │  ├── 3D地球渲染 (Cesium for UE)                          │    │    │
-│  │  │  ├── 算力点可视化 (GPU集群、智算中心)                     │    │    │
-│  │  │  ├── 连接弧线 (光缆、路由、数据流向)                      │    │    │
-│  │  │  ├── 粒子效果 (数据流动、告警提示)                        │    │    │
-│  │  │  └── 自动巡航相机 + 交互控制                              │    │    │
-│  │  └─────────────────────────────────────────────────────────┘    │    │
-│  └─────────────────────────────────────────────────────────────────┘    │
-└─────────────────────────────────────────────────────────────────────────┘
-                                    ▲
-                                    │ WebSocket (实时推送)
-                                    │ 120Hz 心跳 / 数据帧同步
-                                    ▼
-┌─────────────────────────────────────────────────────────────────────────┐
-│                           数据中台服务层 (FastAPI)                        │
-│  ┌─────────────────────────────────────────────────────────────────┐    │
-│  │                      API Gateway (Redis 限流)                    │    │
-│  └─────────────────────────────────────────────────────────────────┘    │
-│                                    │                                    │
-│  ┌───────────────────┬──────────────────────────┬──────────────────┐   │
-│  │    数据采集服务    │      核心业务服务         │    运维管理服务   │   │
-│  │  ┌─────────────┐  │  ┌─────────────────┐    │  ┌─────────────┐ │   │
-│  │  │ 调度中心    │  │  │ WebSocket 服务  │    │  │ 用户管理    │ │   │
-│  │  │ (Celery)   │  │  │ (FastAPI)       │    │  │ (JWT Auth)  │ │   │
-│  │  └─────────────┘  │  └─────────────────┘    │  └─────────────┘ │   │
-│  │  ┌─────────────┐  │  ┌─────────────────┐    │  ┌─────────────┐ │   │
-│  │  │ 采集器池    │  │  │ 数据查询 API    │    │  │ 数据源配置  │ │   │
-│  │  │ (10+源)    │  │  │ (REST)          │    │  │ 监控告警    │ │   │
-│  │  └─────────────┘  │  └─────────────────┘    │  └─────────────┘ │   │
-│  │  ┌─────────────┐  │  ┌─────────────────┐    │  ┌─────────────┐ │   │
-│  │  │ 消息队列    │  │  │ 态势分析引擎    │    │  │ 系统配置    │ │   │
-│  │  │ (Kafka)    │  │  │ (计算/聚合)     │    │  │ 日志审计    │ │   │
-│  │  └─────────────┘  │  └─────────────────┘    │  └─────────────┘ │   │
-│  └───────────────────┴──────────────────────────┴──────────────────┘   │
-└─────────────────────────────────────────────────────────────────────────┘
-                                    ▲
-                                    │ 内部 API 调用
-                                    ▼
-┌─────────────────────────────────────────────────────────────────────────┐
-│                           Web管理端 (React Admin)                        │
-│  ┌─────────────────────────────────────────────────────────────────┐    │
-│  │  登录页 │ 仪表盘 │ 用户管理 │ 数据源配置 │ 任务监控 │ 系统配置   │    │
-│  └─────────────────────────────────────────────────────────────────┘    │
-└─────────────────────────────────────────────────────────────────────────┘
-                                    ▲
-                                    │ PostgreSQL / Redis
-                                    ▼
-┌─────────────────────────────────────────────────────────────────────────┐
-│                           数据存储层                                      │
-│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐    │
-│  │ PostgreSQL  │  │ TimescaleDB │  │    Redis    │  │  MinIO      │    │
-│  │ (用户/配置) │  │ (时序数据)  │  │ (缓存/会话) │  │ (文件存储) │    │
-│  └─────────────┘  └─────────────┘  └─────────────┘  └─────────────┘    │
-└─────────────────────────────────────────────────────────────────────────┘
+┌─────────────────────────────────────────────────────────────────────┐
+│                         浏览器展示与运维层                            │
+│  ┌──────────────────────────────┐  ┌──────────────────────────────┐ │
+│  │ Web Earth                    │  │ React 运维台                  │ │
+│  │ frontend/public/earth        │  │ frontend/src                  │ │
+│  │ Three.js 地球 / HUD / 新闻    │  │ 数据源 / 告警 / AI 设置       │ │
+│  │ 国界精度 / 品牌内容配置       │  │ 提示词配置 / 用户与系统配置   │ │
+│  └──────────────────────────────┘  └──────────────────────────────┘ │
+└─────────────────────────────────────────────────────────────────────┘
+                       │ REST / WebSocket
+                       ▼
+┌─────────────────────────────────────────────────────────────────────┐
+│                       FastAPI 业务与编排后端                          │
+│  ┌────────────────────┐ ┌────────────────────┐ ┌─────────────────┐ │
+│  │ 数据 API 与认证     │ │ Earth 新闻增强      │ │ 告警与态势简报   │ │
+│  │ JWT / 权限 / 审计   │ │ 位置推断 / 本地化   │ │ BGP / 告警研判   │ │
+│  └────────────────────┘ └────────────────────┘ └─────────────────┘ │
+│  ┌────────────────────┐ ┌────────────────────┐ ┌─────────────────┐ │
+│  │ 系统运行配置        │ │ 默认提示词注册表     │ │ 未来 Agent Runtime│ │
+│  │ system_settings     │ │ 代码发布 + DB 覆盖  │ │ 工具/证据/工作流   │ │
+│  └────────────────────┘ └────────────────────┘ └─────────────────┘ │
+└─────────────────────────────────────────────────────────────────────┘
+        │ SQLAlchemy / Redis Stream            │ 纯净 LLM 调用
+        ▼                                      ▼
+┌──────────────────────────────┐      ┌──────────────────────────────┐
+│ PostgreSQL / Redis            │      │ aiprovider                   │
+│ 用户、配置、采集结果、新闻     │      │ provider + protocol adapter  │
+│ Stream、缓存、运行状态         │      │ OpenAI / MiniMax / Ollama 等 │
+└──────────────────────────────┘      └──────────────────────────────┘
+        ▲
+        │ 采集器 / 外部数据源
+        ▼
+┌─────────────────────────────────────────────────────────────────────┐
+│ RSS 新闻、BGP 观测、公开数据源、后续 WebSearch/OCR/语音识别等工具      │
+└─────────────────────────────────────────────────────────────────────┘
 ```
 
+架构边界:
+
+- `backend` 负责业务语义、证据收集、提示词选择、AI 任务编排、权限和数据落库。
+- `aiprovider` 只负责把纯净模型请求适配到不同供应商或协议，不内置具体业务提示词。
+- 默认提示词随代码发布并保存在 `backend/app/ai_tasks/default_prompts.json`，运维台可在数据库中保存覆盖值，重置时回到当前代码版本的默认提示词。
+- Earth 新闻保留英文原文，中文展示结果存入 `localizations`，前端默认展示 `zh-CN` 的 `display_title`、`display_summary` 和中文地域/状态文案。
+- Earth LLM 指令、语音识别、多角色态势研判属于后续 Agent Runtime 方向，计划见 [docs/plans/agents-earth-command-runtime-plan.md](/home/ray/dev/linkong/planet/docs/plans/agents-earth-command-runtime-plan.md)。
+
 ## 四大核心要素
 
 | 层级 | 要素 | 描述 |
@@ -87,11 +73,10 @@
 |------|------|------|
 | FastAPI | 0.109+ | Web 框架 |
 | SQLAlchemy | 2.0+ | ORM |
-| Alembic | - | 数据库迁移 |
-| Celery | 5.3+ | 任务队列 |
-| Redis | 7.0+ | 缓存/消息 |
-| Kafka | 3.0+ | 事件流 |
+| uv | - | Python 依赖与命令运行 |
+| Redis | 7.0+ | 缓存、Stream 与运行协调 |
 | PyJWT | - | 认证 |
+| APScheduler / 后台任务 | - | 采集、增强与运行时任务 |
 
 ### 前端 (React Admin)
 
@@ -102,6 +87,7 @@
 | Axios | HTTP 客户端 |
 | Socket.io-client | WebSocket 客户端 |
 | ECharts | 统计图表 |
+| Three.js | Earth 3D 地球渲染 |
 | Bun | 前端包管理与脚本运行 |
 
 前端工程统一使用 Bun：
@@ -110,22 +96,16 @@
 - 运行脚本使用 `bun run <script>`
 - 不使用 `npm`、`pnpm`、`yarn`
 
-### 虚幻引擎客户端
+### 大屏与 3D 展示方向
 
-| 组件 | 版本 | 用途 |
-|------|------|------|
-| Unreal Engine 5 | 5.3+ | 3D 渲染引擎 |
-| Cesium for Unreal | 1.5+ | 地理可视化 |
-| Niagara | - | 粒子系统 |
+当前发布优先使用浏览器 Web Earth。UE5 / Cesium for Unreal / Niagara 可作为后续物理大屏方向接入，但不是本地开发闭环的必需组件。
 
 ### 数据库
 
 | 组件 | 用途 |
 |------|------|
 | PostgreSQL 15+ | 关系数据 |
-| TimescaleDB | 时序数据扩展 |
-| Redis 7+ | 缓存/会话 |
-| MinIO | S3 兼容存储 |
+| Redis 7+ | 缓存、Stream、运行状态 |
 
 ### 部署
 
@@ -152,9 +132,9 @@
 | P0 | Epoch AI | 每小时 |
 | P0 | Hugging Face | 每 2 小时 |
 | P0 | GitHub | 每 4 小时 |
-| P0 每日 |
+| P0 | 海底光缆 / IXP / 卫星等基础设施数据 | 每日或按源刷新 |
 | P0 | PeeringDB | 每 2 小时 |
-| P1 | Cloudflare Radar | | TeleGeography | 每小时 |
+| P1 | Cloudflare Radar / TeleGeography | 每小时 |
 | P1 | CAIDA BGPStream | 每 15 分钟 |
 
 ## 项目结构
@@ -166,20 +146,18 @@
 │   │   ├── core/         # 核心配置
 │   │   ├── models/       # 数据模型
 │   │   ├── schemas/      # Pydantic 模型
-│   │   ├── services/     # 业务逻辑
-│   │   └── tasks/        # Celery 任务
+│   │   ├── services/     # 业务逻辑与 AI 任务编排
+│   │   └── ai_tasks/     # 默认提示词与 AI 任务定义
 │   └── tests/
+├── aiprovider/            # 独立模型供应商适配层
 ├── frontend/              # React 管理后台
 │   ├── src/
 │   │   ├── components/   # 组件
 │   │   ├── pages/        # 页面
 │   │   ├── services/     # API 服务
 │   │   └── store/        # 状态管理
-│   └── tests/
-├── unreal/                # UE5 大屏客户端
-│   ├── Content/
-│   ├── Source/
-│   └── Plugins/
+│   ├── public/earth/      # Web Earth 静态应用
+│   └── tests/             # 前端测试
 ├── data/                  # 数据文件
 ├── docs/                  # 文档
 ├── scripts/               # 脚本
@@ -236,13 +214,15 @@ bun run build
 
 推荐按下面顺序排查和配置。
 
+端口占用、`iphlpsvc` / portproxy、摄像头和依赖问题的集中排障入口见 [常见问题](/home/ray/dev/linkong/planet/docs/technical/zh/faq.md)。
+
 ### 1. 在 WSL 中启动服务
 
 ```bash
 ./planet.sh start --allow-lan
 ```
 
-这会让前端监听 `0.0.0.0:3000`，后端监听 `0.0.0.0:8000`。
+这会让前端监听 `0.0.0.0:3000`，后端监听 `0.0.0.0:8000`，AI Provider 通过 Docker 发布到 `0.0.0.0:8010`。启动前脚本会检查这三个端口；如果 WSL/Linux 侧无法释放端口，并检测到 Windows 侧 listener 或旧 `portproxy`，会请求管理员 PowerShell 清理。
 
 ### 2. 先确认 WSL 内部服务正常
 
@@ -251,14 +231,16 @@ bun run build
 ```bash
 curl http://localhost:3000
 curl http://localhost:8000/health
-ss -ltnp | grep -E ':3000|:8000'
+curl http://localhost:8010/health
+ss -ltnp | grep -E ':3000|:8000|:8010'
 ```
 
 预期：
 
 - `3000` 返回前端 HTML
 - `8000/health` 返回健康检查 JSON
-- `ss` 中能看到 `0.0.0.0:3000` 和 `0.0.0.0:8000`
+- `8010/health` 返回 AI Provider 健康检查 JSON
+- `ss` 中能看到 `0.0.0.0:3000`、`0.0.0.0:8000` 和 `0.0.0.0:8010`，或 Docker 已发布 `8010`
 
 如果这一步不通，先不要继续做 Windows 转发。
 
@@ -269,42 +251,31 @@ ss -ltnp | grep -E ':3000|:8000'
 ```powershell
 curl http://localhost:3000
 curl http://localhost:8000/health
+curl http://localhost:8010/health
 ```
 
 在常见的 WSL2 开发环境下，Windows 通常可以直接通过 `localhost` 访问 WSL 中的服务。
 
-### 4. 如果需要让局域网设备访问，再做 Windows 端口转发
+### 4. 如果需要让局域网设备访问，清理端口和防火墙
 
-注意：下面的命令必须在“以管理员身份运行”的 PowerShell 中执行。
+`./planet.sh start --allow-lan` 不再启动额外的 Windows 端口转发进程。它直接让开发服务对 `3000` / `8000` / `8010` 开放，并在启动前尝试释放这些端口。端口被 Windows 侧 listener 或旧 `portproxy` 占用时，脚本会请求一次管理员 PowerShell 清理。
 
-先把 Windows 对外网卡上的 `3000` / `8000` 转发到 Windows 本机 `127.0.0.1`：
+如果以前手动配置过持久 `portproxy`，若自动请求被取消，可以手动清理，避免 `iphlpsvc` 继续占用端口：
 
 ```powershell
 netsh interface portproxy delete v4tov4 listenaddress=0.0.0.0 listenport=3000
 netsh interface portproxy delete v4tov4 listenaddress=0.0.0.0 listenport=8000
-
-netsh interface portproxy add v4tov4 listenaddress=0.0.0.0 listenport=3000 connectaddress=127.0.0.1 connectport=3000
-netsh interface portproxy add v4tov4 listenaddress=0.0.0.0 listenport=8000 connectaddress=127.0.0.1 connectport=8000
+netsh interface portproxy delete v4tov4 listenaddress=0.0.0.0 listenport=8010
 ```
 
-再放行 Windows 防火墙：
+脚本会检测 Windows 防火墙是否已放行 `3000` / `8000` / `8010`。如果缺少规则，会触发一次 Windows UAC 管理员 PowerShell 请求来自动创建。若自动请求被取消，也可以手动执行：
 
 ```powershell
 New-NetFirewallRule -DisplayName "WSL Planet 3000" -Direction Inbound -Action Allow -Protocol TCP -LocalPort 3000
 New-NetFirewallRule -DisplayName "WSL Planet 8000" -Direction Inbound -Action Allow -Protocol TCP -LocalPort 8000
+New-NetFirewallRule -DisplayName "WSL Planet 8010" -Direction Inbound -Action Allow -Protocol TCP -LocalPort 8010
 ```
 
-检查转发规则是否生效：
-
-```powershell
-netsh interface portproxy show all
-```
-
-预期能看到：
-
-- `0.0.0.0:3000 -> 127.0.0.1:3000`
-- `0.0.0.0:8000 -> 127.0.0.1:8000`
-
 ### 5. 查 Windows 局域网 IP，并让其他设备访问
 
 在 Windows PowerShell 中执行：
@@ -319,6 +290,8 @@ ipconfig
 
 - `http://<Windows局域网IP>:3000/earth`
 - `http://<Windows局域网IP>:3000/admin`
+- `http://<Windows局域网IP>:8000/health`
+- `http://<Windows局域网IP>:8010/health`
 
 例如：
 
@@ -327,7 +300,7 @@ ipconfig
 ### 6. 常见现象与判断
 
 - WSL 中 `curl localhost:3000` 能通，但 Windows 访问 `WSL 的局域网 IP:3000` 不通：这是正常现象之一，优先验证 Windows 的 `localhost:3000`
-- Windows `localhost:3000` 能通，但局域网设备访问 `Windows 局域网 IP:3000` 不通：通常缺少 `portproxy` 或防火墙放行
+- Windows `localhost:3000` 能通，但局域网设备访问 `Windows 局域网 IP:3000` 不通：通常是 Windows 防火墙、网络配置或旧 `portproxy` 残留
 - `whoami /groups` 中 `S-1-5-32-544` 显示 `deny only`：说明当前 PowerShell 不是提权管理员窗口
 
 ### 7. 本项目一次性验证顺序
@@ -336,10 +309,12 @@ ipconfig
 
 1. WSL 中执行 `curl http://localhost:3000`
 2. WSL 中执行 `curl http://localhost:8000/health`
-3. Windows 中执行 `curl http://localhost:3000`
-4. Windows 中执行 `curl http://localhost:8000/health`
-5. 管理员 PowerShell 配置 `portproxy` 和防火墙
-6. 用手机或其他电脑访问 `http://<Windows局域网IP>:3000/earth`
+3. WSL 中执行 `curl http://localhost:8010/health`
+4. Windows 中执行 `curl http://localhost:3000`
+5. Windows 中执行 `curl http://localhost:8000/health`
+6. Windows 中执行 `curl http://localhost:8010/health`
+7. 按脚本提示完成 Windows 防火墙或端口清理 UAC 请求
+8. 用手机或其他电脑访问 Windows 对外端口，例如 `http://<Windows局域网IP>:3000/earth`
 
 ## 启动容错参数
 
@@ -363,18 +338,27 @@ DATABASE_RETRY_INTERVAL=10 \
 - `AI_PROVIDER_START_MAX_RETRIES` / `AI_PROVIDER_RETRY_INTERVAL`: 控制 `aiprovider` 的构建/启动与容器重启自愈，默认 `3` 次、`5` 秒
 - `BACKEND_MAX_RETRIES`: 控制后端进程启动重试次数，默认 `3`
 - `FRONTEND_MAX_RETRIES`: 控制前端 dev server 启动重试次数，默认 `3`
-- `BACKEND_HEALTH_CHECK_ATTEMPTS` / `BACKEND_HEALTH_CHECK_INTERVAL`: 控制后端 HTTP 健康检查等待次数与间隔，默认 `10` 次、`2` 秒
+- `BACKEND_HEALTH_CHECK_ATTEMPTS` / `BACKEND_HEALTH_CHECK_INTERVAL`: 控制后端 HTTP 健康检查等待次数与间隔，默认 `60` 次、`2` 秒
 - `FRONTEND_HEALTH_CHECK_ATTEMPTS` / `FRONTEND_HEALTH_CHECK_INTERVAL`: 控制前端 HTTP 可访问检查等待次数与间隔，默认 `10` 次、`2` 秒
 - `AI_PROVIDER_HEALTH_CHECK_ATTEMPTS` / `AI_PROVIDER_HEALTH_CHECK_INTERVAL`: 控制 `aiprovider` HTTP 健康检查等待次数与间隔，默认 `10` 次、`2` 秒
 
-## AI 接口预留
+## AI 与智能体接口
 
-项目现在采用“两层”设计:
+项目现在采用“三段式”边界:
 
-- 主后端暴露稳定业务接口: `GET /api/v1/ai/provider/status`、`POST /api/v1/ai/situational-awareness/analyze`
-- 独立 `aiprovider` 服务负责适配具体模型供应商
+- `backend`: 暴露业务接口，负责选择任务提示词、组织证据、调用工具、保存 AI 设置和结果。
+- `aiprovider`: 暴露模型网关接口，只负责 provider / protocol 适配，不写入 BGP、新闻、告警等业务提示词。
+- 模型供应商: OpenAI 兼容、MiniMax、Anthropic、Ollama 或其他兼容网关。
 
-这样前端和业务代码不直接依赖 OpenAI、本地模型网关或其他订阅服务，后续切换部署方式只需要调整环境变量。
+这样前端和业务代码不直接依赖某个模型供应商，后续增加 Agent Runtime、Earth 一键 LLM 指令、语音识别或多角色态势研判时，也可以把业务工作流放在后端，而不是污染模型适配层。
+
+当前已落地的 AI 配置能力:
+
+- 运维台 AI 设置可维护 provider、模型、协议、超时、token 等运行配置。
+- 运维台 AI 设置中的“提示词”页可选择不同功能入口，手动覆盖提示词，并一键重置到默认值。
+- 默认提示词随代码发布，位于 [backend/app/ai_tasks/default_prompts.json](/home/ray/dev/linkong/planet/backend/app/ai_tasks/default_prompts.json)。
+- 覆盖值保存在数据库运行配置中，升级代码后可继续保留现场配置，也可重置到新版本默认提示词。
+- 态势摘要、告警研判、新闻本地化等入口应使用各自任务提示词；调用 `aiprovider` 时只传递当前任务所需的 `prompt` / `system_prompt`。
 
 主后端建议配置:
 
@@ -387,39 +371,33 @@ AI_PROVIDER_TIMEOUT_SECONDS=60
 `aiprovider` 服务建议配置:
 
 ```env
-AI_PROVIDER=openai_compatible
-AI_BASE_URL=https://api.openai.com/v1
+AI_PROVIDER=minimax
+AI_PROVIDER_API=anthropic-messages
+AI_BASE_URL=https://api.minimaxi.com/anthropic
 AI_API_KEY=your_api_key
-AI_MODEL=gpt-4o-mini
+AI_MODEL=MiniMax-M2.7
 AI_TIMEOUT_SECONDS=60
 AI_PROVIDER_SERVICE_TOKEN=change_me
 ```
 
-OpenAI 兼容场景推荐使用:
+推荐映射关系:
 
-- `AI_PROVIDER=openai_compatible`
+- `vLLM` / `LM Studio` / `One API`: `AI_PROVIDER=openai` + `AI_PROVIDER_API=openai-completions`
+- `MiniMax`: `AI_PROVIDER=minimax` + `AI_PROVIDER_API=anthropic-messages`
+- Claude 兼容网关: `AI_PROVIDER=anthropic` + `AI_PROVIDER_API=anthropic-messages`
+- `Ollama`: `AI_PROVIDER=ollama` + `AI_PROVIDER_API=ollama-generate`
 
-Claude 兼容场景推荐使用:
-
-- `AI_PROVIDER=anthropic`
-- `AI_PROVIDER=anthropic_compatible`
-- `AI_PROVIDER=claude_compatible`
-
-Ollama 原生场景推荐使用:
-
-- `AI_PROVIDER=ollama`
-
-比如 MiniMax 或其他 Claude 兼容网关，可以这样配置:
+比如 MiniMax 可以这样配置:
 
 ```env
-AI_PROVIDER=claude_compatible
-AI_BASE_URL=https://your-claude-compatible-endpoint.example.com
+AI_PROVIDER=minimax
+AI_PROVIDER_API=anthropic-messages
+AI_BASE_URL=https://api.minimaxi.com/anthropic
 AI_API_KEY=your_api_key
-AI_MODEL=your-claude-compatible-model
+AI_MODEL=MiniMax-M2.7
 AI_TIMEOUT_SECONDS=60
 AI_MAX_TOKENS=1200
 AI_ANTHROPIC_VERSION=2023-06-01
-AI_PROVIDER_SERVICE_TOKEN=change_me
 ```
 
 如果你要本地直接起模型适配层，项目里已经补了模板:
@@ -427,12 +405,6 @@ AI_PROVIDER_SERVICE_TOKEN=change_me
 - [aiprovider/.env.example](/home/ray/dev/linkong/planet/aiprovider/.env.example)
 - [docker-compose.local-model.yml](/home/ray/dev/linkong/planet/docker-compose.local-model.yml)
 
-推荐映射关系:
-
-- `vLLM` / `LM Studio` / `One API`: `AI_PROVIDER=openai_compatible`
-- `MiniMax` / Claude 兼容网关: `AI_PROVIDER=claude_compatible`
-- `Ollama`: `AI_PROVIDER=ollama`
-
 运行与调用补充:
 
 - `./planet.sh start` 默认会启动 `aiprovider`
@@ -442,11 +414,13 @@ AI_PROVIDER_SERVICE_TOKEN=change_me
 
 详细文档:
 
-- [docs/technical/agents-aiprovider.md](/home/ray/dev/linkong/planet/docs/technical/agents-aiprovider.md)
+- [docs/technical/zh/agents-aiprovider.md](/home/ray/dev/linkong/planet/docs/technical/zh/agents-aiprovider.md)
+- [docs/technical/en/agents-aiprovider.md](/home/ray/dev/linkong/planet/docs/technical/en/agents-aiprovider.md)
 - [aiprovider/README.md](/home/ray/dev/linkong/planet/aiprovider/README.md)
 - [docs/technical/frontend-layout-guidelines.md](/home/ray/dev/linkong/planet/docs/technical/frontend-layout-guidelines.md)
 - [docs/plans/frontend-ai-playground-development-plan.md](/home/ray/dev/linkong/planet/docs/plans/frontend-ai-playground-development-plan.md)
 - [docs/plans/agents-situational-awareness-foundation-plan.md](/home/ray/dev/linkong/planet/docs/plans/agents-situational-awareness-foundation-plan.md)
+- [docs/plans/agents-earth-command-runtime-plan.md](/home/ray/dev/linkong/planet/docs/plans/agents-earth-command-runtime-plan.md)
 
 ## 前端页面布局规范
 

TODO.md

@@ -1,38 +1,83 @@
 # TODO
 
-- [x] 把 BGP 观测站和异常点的 `hover/click` 手感再磨细一点
-- [x] 开始做 BGP 异常和海缆/区域的关联展示
-- [x] 做 Earth 侧的 `BGP activity layer`，让低 incident 密度时地图仍然有持续可感知的观测存在感
-- [x] 给 Earth BGP 补三层状态表达：`平稳观测态 / 局部波动态 / 事件活跃态`
-- [x] 把“当前无活跃事件”改造成“观测网络仍在运行、当前未发现聚合级事件”的状态表达
-- [x] 做 collector / region 近 15 分钟 activity score 聚合接口或动态聚合逻辑
-- [x] 把 Earth 的 BGP incident 改成 `紧凑事件核 + 向外扩张环形 pulse`，替换当前大面积 glow
-- [x] 为 BGP incident 建立符号系统：按事件类型用不同 marker，而不是都用同一种亮点
-- [x] 把 incident 地理定位从 `collector-centric` 改成 `prefix-centric`，优先使用 `prefix_geography`，其次 `prefix_scope`，再次 ASN 区域，最后才回退到观测区域质心
-- [x] 新增 `prefix_geography` 数据层，不再把 `prefix_scope` 当成 prefix 地理归属本身
-- [x] 接入 `IPtoASN / IPtoCountry` 作为 prefix-centric geography 的主数据源
-- [x] 接入 `OpenGeoFeed` 作为 prefix geography 的高质量覆盖/override 数据源
-- [x] 把 RIR delegated 设计成 prefix geography 的 fallback，而不是主来源
-- [ ] 为 `aiprovider` 建立 `provider -> api adapter -> compat policy` 的配置中心，优先落成 `json` 或 `yaml` 文件，运行时按 `provider/model` 读取兼容设置，而不是把专项兼容继续散落在 Python 分支里
-- [ ] 为市面上主流 AI 服务补专项兼容配置并固化到配置文件中，至少覆盖 `OpenAI / Anthropic / MiniMax / Ollama / Moonshot / DeepSeek / Qwen / GLM / Gemini / OpenRouter / vLLM / LM Studio / One API`
-- [ ] 在兼容配置中补齐可声明项：`api adapter`、`base_url pattern`、`auth header`、`thinking default`、`reasoning block mapping`、`stream path`、`tool-call capability`、`multimodal capability`、`provider-specific request patch`
-- [ ] 接入 `inetnum` / `inet6num` whois 作为比 RIR 更细粒度的后备层
-- [x] 在 activity layer 之后继续补 `route leak` 和 `path instability / flap` detector
-- [ ] 对 [frontend/public/earth/js/bgp.js](/home/ray/dev/linkong/planet/frontend/public/earth/js/bgp.js) 做按职责拆分的小重构，拆成 data / markers / overlays / animation，降低后续维护复杂度
-- [ ] 可选优化（非必做）：将 BGP incident/collector 标点改为 HTML marker（参考 worldmonitor 的 `htmlElementsData` 思路），实现近乎固定屏幕尺寸与更高密度可点击性
-- [ ] 保持 Earth 当前这批纯个人偏好设置继续走本地持久化：`旋转模式`、HUD 面板显示/隐藏、`地形透明度` 暂不升级到后端系统设置，避免把设备级偏好过早做成全局配置
-- [ ] 如果后续明确需要“账号级同步 Earth 偏好”，再单独设计 `Earth user preferences`：优先按用户维度而不是全局系统设置保存，并规划 `localStorage -> backend` 的平滑迁移策略
-- [ ] 为 Planet / Earth 补一个可用的日志查看系统：先明确前后端/AI Provider/采集任务的日志入口、最近日志聚合、筛选与 tail 能力，再决定是先做脚本级统一入口还是控制台内置日志面板
-- [ ] 重写控制台 UI，逐步抛弃 Ant Design，建立自有组件体系，并统一采用 `tabler.io` / Tabler Icons 作为控制台主图标库
-- [ ] 把 Earth 态势新闻源从 [earth_news.py](/home/ray/dev/linkong/planet/backend/app/services/earth_news.py) 的硬编码列表抽成可配置目录，优先保持当前“实时聚合”链路不变，只先解决新闻源不可配置的问题
-- [ ] 为 Earth 态势新闻设计后续采集器化方案：明确新闻数据模型、去重策略、区域映射、过期清理和 Earth/AI 复用方式，再决定何时把新闻从实时抓取升级成正式 collector
-- [ ] 为 Earth 地球表面增加一层与基础纹理对齐的材质/纹理 overlay，并在同层叠加国界轮廓参考线；要求国界线与底图稳定对齐，且 hover 到国家轮廓时能高亮当前国家，便于校准地表和增强交互
-- [ ] 把 Earth 新闻接入通用巡航队列：按新闻发生地和时间排序生成巡航目标，巡航聚焦到新闻事件时显示对应新闻卡片，并保持实现边界为“通用巡航层 + 新闻业务适配层”，不要再把新闻逻辑直接耦合回 `main.js` 状态机
-- [ ] 为未知位置的算力中心建立分层坐标补全链路：优先 `精确坐标 > 站点/园区命中 > 城市 > 州/省 > 国家内主要算力城市 > 国家质心`，并把每次回退的 `confidence / reason / precision` 明确写进统一 GeoJSON
-- [ ] 为算力中心补一份可维护的本地位置注册表，例如 `canonical_name / aliases / operator / country / region / city / lat / lon / confidence / source_note`，避免把地点知识长期硬编码在 `visualization.py`
-- [ ] 增强 `epoch_ai_gpu` 和相关算力采集器的源页面解析：即使公开 API 不给坐标，也继续尝试从详情页、HTML、内嵌 JSON、schema.org、OpenGraph、脚本变量和 PDF/新闻稿链接里抽地点线索
-- [ ] 为未知位置算力中心增加外部富化策略评估：可选接入公开知识源或搜索兜底，只抓“站点名/园区名/城市名”级别线索，不直接抓经纬度结论，并把结果作为候选证据而不是真值
-- [ ] 为算力中心建立 `operator / cluster name / facility alias` 归一化层，先解决 `xAI / Colossus / Memphis`、`OpenAI / Stargate`、`CoreWeave`、`Lambda`、`Crusoe` 这类同一对象多种写法导致的地点匹配失败
-- [ ] 为估算位置增加更细的视觉和产品表达：除了问号角标，还要支持 tooltip/详情中的“估算依据”“精度级别”“最后核验时间”，并允许在设置中单独开关“仅看精确位置”
-- [ ] 为国家级估算点设计更合理的落点策略：优先落在“该国主要算力/数据中心城市候选集”而不是几何质心，必要时同国多节点做稳定散列分配，避免大量节点堆在荒漠或海上
-- [ ] 为未知位置算力中心建立人工校验工作流：支持导出待核验清单、记录人工确认结果，并把人工确认反哺到位置注册表，逐步减少问号点比例
+This file is the active backlog only. Completed history belongs in `docs/CHANGELOG.md`; detailed designs belong in `docs/plans/`.
+
+## Earth
+
+- [ ] Earth AI command entry: merge natural-language and speech-triggered LLM commands into the existing Earth search panel as described in [Agent Runtime, Earth LLM Command, And Speech Entry Plan](/home/ray/dev/linkong/planet/docs/plans/agents-earth-command-runtime-plan.md).
+- [ ] Earth action executor: implement safe visualization actions for layer toggles, batch highlights, filters, focus, result panels, and clear-highlight behavior.
+- [ ] Earth entity matching: support stable entity ids and batch matching for Beidou satellites, mainland China compute centers, BGP, news, vessels, and cables.
+- [x] High-precision country boundary tile framework: implement the static vector tile builder, versioned seed output, frontend bbox tile loader, debounce, in-flight dedupe, and LRU cache described in [Earth High Precision Boundary Tiles Plan](/home/ray/dev/linkong/planet/docs/plans/earth-high-precision-boundary-tiles-plan.md).
+- [x] Add the `pmtiles-mvt` frontend tile provider contract, MVT decoder dependencies, static PMTiles Nginx handling, collector artifact registration, production readiness check, and user operation docs for Earth boundaries.
+- [x] Split Earth boundary ingestion into standard source collectors (`earth_admin0_boundaries`, `earth_coastline`, `earth_claim_lines`) plus the downstream `earth_boundary_tiles` PMTiles builder.
+- [ ] Replace debug GeoJSON boundary tiles with the real `earth-boundaries-china-pov-v1.pmtiles` production artifact after audited admin-0 / coastline / claim-line sources and the PMTiles toolchain are available.
+- [ ] Import authoritative China POV / coastline / claim-line source packages through the three standard Earth boundary source collectors, then rebuild a versioned PMTiles artifact so highest zoom `8-10` preserves trusted source geometry instead of seed data.
+- [ ] Earth boundary data: acquire or generate auditable China POV geometry for Zangnan, Aksai Chin, Taiwan/Penghu, Diaoyu Dao and affiliated islands, Chiwei Yu, South China Sea islands, Kosovo, Gaza, and the official dashed maritime claim line before implementing final visual changes.
+- [ ] Earth high-resolution basemap tiles: implement the viewport-loaded imagery layer described in [Earth High Resolution Basemap Tiles Plan](/home/ray/dev/linkong/planet/docs/plans/earth-high-resolution-basemap-tiles-plan.md), using high-precision coastline as the alignment reference instead of replacing the globe with one huge texture.
+- [ ] Presentation controller ownership: replace the singleton card fallback in [presentation-controller.js](/home/ray/dev/linkong/planet/frontend/public/earth/js/presentation-controller.js) with a presentation/card token check before BGP/News migrate onto the shared controller, so connectors only attach to their owning card.
+- [ ] BGP frontend maintainability: split [bgp.js](/home/ray/dev/linkong/planet/frontend/public/earth/js/bgp.js) by responsibility into data loading, marker rendering, overlays, and animation once the current interaction behavior is stable.
+- [ ] Optional BGP marker experiment: evaluate HTML markers for BGP incident/collector points if WebGL marker density or fixed screen-size clickability becomes a real blocker.
+- [ ] Earth news cruise: connect Earth news to the generic cruise queue via a news adapter rather than coupling news-specific sequencing into `main.js`.
+
+## Compute Centers And Location
+
+- [ ] Unknown compute-center locations: continue reducing unresolved records through the shared location pipeline, with confidence, precision, reason, and verification date preserved in GeoJSON/details.
+- [ ] Compute-center registry: keep expanding the local canonical location registry with `canonical_name`, aliases, operator, country/region/city, coordinates, confidence, and source notes.
+- [ ] Compute-center enrichment: improve source-page parsing for Epoch AI and related collectors by extracting location clues from detail pages, embedded JSON, schema.org, OpenGraph, script variables, PDFs, and press releases.
+- [ ] Compute-center identity normalization: normalize operator / cluster / facility aliases such as `xAI / Colossus / Memphis`, `OpenAI / Stargate`, `CoreWeave`, `Lambda`, and `Crusoe`.
+- [ ] Compute-center manual review: add an export/review/import workflow for unresolved or estimated locations and feed confirmed results back into the registry.
+
+## AIS / Vessels
+
+- [ ] AIS aggregation strategy v4: expose source priority, field-level merge rules, freshness windows, and protected dynamic-field rules in configuration, with validation and strategy version returned by vessel APIs.
+- [ ] AIS vessel enrichment v5: add asynchronous vessel profile enrichment for ship type detail, AIS class, flag, dimensions, build year, operator, and cached media. Do not fetch third-party pages in the realtime AIS request path.
+- [ ] AIS identity cleanup: continue identifying vessels whose display name is only `MMSI <number>` and backfill names from AISStream static messages, BarentsWatch static fields, or enrichment cache.
+
+## AI Provider And Agents
+
+- [ ] Agent runtime foundation: add auditable agent runs, steps, evidence, proposals, and the Agent operations UI described in [Agent Runtime, Earth LLM Command, And Speech Entry Plan](/home/ray/dev/linkong/planet/docs/plans/agents-earth-command-runtime-plan.md).
+- [ ] Agent tool protocol: add backend JSON tool-call fallback, optional provider-native tool compatibility, tool whitelist validation, and policy-gated proposal application.
+- [ ] Speech/ASR integration for agents: add provider-neutral transcription settings and API, defaulting to Whisper-compatible API providers while keeping text commands usable when ASR is unavailable.
+- [ ] Earth voice wake: add device-local configurable wake-word preferences, microphone fallback states, and post-wake instruction upload for Earth commands.
+- [ ] AI provider compatibility center: move provider/model compatibility rules into a JSON/YAML config read by runtime, instead of continuing to scatter provider-specific branches through Python code.
+- [ ] Provider compatibility coverage: add explicit config for OpenAI, Anthropic, MiniMax, Ollama, Moonshot, DeepSeek, Qwen, GLM, Gemini, OpenRouter, vLLM, LM Studio, and One API.
+- [ ] Compatibility schema: cover adapter type, base URL pattern, auth header, thinking/reasoning defaults, stream path, tool-call capability, multimodal capability, and provider-specific request patches.
+- [ ] BGP geography fallback: evaluate `inetnum` / `inet6num` whois as a finer fallback layer after `prefix_geography`, `OpenGeoFeed`, and RIR delegated data.
+
+## Platform
+
+- [ ] Earth preferences scope: keep current device-local Earth preferences in `localStorage`; only design backend user preferences if account-level synchronization becomes a real product requirement.
+- [ ] System logs: finish a usable Planet log viewing flow that covers backend, frontend, AI Provider, and collector/task logs, with filtering and tailing.
+- [ ] Console UI modernization: gradually replace Ant Design with Planet-owned components and a consistent Tabler Icons based icon system.
+- [ ] Earth live sync: design a unified realtime invalidation path for summary/BGP/satellite updates if polling and current WebSocket channels become insufficient.
+
+## Archive
+
+Archived items stay here so old context is not lost. Completed items remain checked; obsolete, invalid, or superseded items stay unchecked and include the reason.
+
+### Completed
+
+- [x] Refined BGP observer and anomaly `hover/click` feel.
+- [x] Added BGP anomaly relationship display with cables / regions.
+- [x] Added the Earth BGP activity layer so the map still feels alive when incident density is low.
+- [x] Added BGP state expression for stable observation, local fluctuation, and active incident states.
+- [x] Reframed "no active incident" as "observation network is running; no aggregate incident detected".
+- [x] Added collector / region recent activity scoring.
+- [x] Replaced oversized BGP incident glow with compact incident core plus outward pulse rings.
+- [x] Added BGP incident symbol types instead of using one generic bright marker.
+- [x] Switched BGP incident geography from collector-centric to prefix-centric priority.
+- [x] Added `prefix_geography` as a separate data layer instead of treating `prefix_scope` as prefix geography.
+- [x] Added IPtoASN / IPtoCountry as the main prefix-centric geography source.
+- [x] Added OpenGeoFeed as a high-quality prefix geography override source.
+- [x] Made RIR delegated data a prefix geography fallback rather than the primary source.
+- [x] Added route leak and path instability / flap detectors after the activity layer work.
+
+### Obsolete Or Superseded
+
+- [ ] AIS v3.1 old `/geo/vessels` full-merge requirement. Superseded by `/api/v1/vessels/snapshot`, controlled legacy fallback, and diagnostics in the AIS aggregation plan.
+- [ ] AIS v3.2 old framing of AISStream as a batch collector that needed conversion. Superseded by the implemented long-lived AISStream collector and realtime stream UI.
+- [ ] AIS v3.3 old one-shot REST progress semantics for AISStream. Superseded by realtime stream status handling.
+- [ ] AIS v3.4 broad identity cleanup wording. Folded into the active AIS identity cleanup and v5 enrichment tasks.
+- [ ] Earth surface material overlay for boundary calibration. Superseded by the high-precision boundary tile plan; future work must use source-faithful boundary/coastline data rather than overlay calibration against the coarse base map.
+- [ ] Hardcoded Earth news source extraction as a standalone task. Superseded by the broader Earth news source configuration and collector plans.
+- [ ] Country-level compute-center fallback placement as a standalone task. Superseded by the shared location pipeline and registry/manual-review backlog.

VERSION

@@ -1 +1 @@
-0.44.1
+0.61.0

aiprovider/.env.example

@@ -32,6 +32,15 @@ AI_API_KEY=sk-cp-change-me
 AI_MAX_TOKENS=1200
 AI_ANTHROPIC_VERSION=2023-06-01
 
+# Optional provider-specific keys used by Settings fallback before AI_API_KEY
+# MINIMAX_API_KEY=sk-cp-change-me
+# OPENAI_API_KEY=sk-change-me
+# ANTHROPIC_API_KEY=sk-ant-change-me
+# DEEPSEEK_API_KEY=sk-change-me
+# DASHSCOPE_API_KEY=sk-change-me
+# MOONSHOT_API_KEY=sk-change-me
+# OPENROUTER_API_KEY=sk-or-change-me
+
 # OpenAI-compatible example (vLLM / LM Studio / One API / local gateway)
 # AI_PROVIDER=openai
 # AI_PROVIDER_API=openai-completions

aiprovider/Dockerfile

@@ -1,3 +1,5 @@
+# syntax=docker/dockerfile:1.7
+
 ARG PYTHON_IMAGE=python:3.14-slim
 ARG UV_IMAGE=ghcr.io/astral-sh/uv:latest
 
@@ -18,10 +20,14 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     && rm -rf /var/lib/apt/lists/*
 
 COPY pyproject.toml uv.lock /app/
-RUN uv sync --frozen --no-dev
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --frozen --no-dev
 
-COPY . /app
+COPY aiprovider /app/aiprovider
 
 EXPOSE 8010
 
-CMD ["uv", "run", "--frozen", "--no-dev", "--project", "/app", "python", "-m", "uvicorn", "aiprovider.main:app", "--host", "0.0.0.0", "--port", "8010", "--reload"]
+HEALTHCHECK --interval=30s --timeout=5s --retries=3 \
+    CMD curl -fsS http://127.0.0.1:8010/health >/dev/null || exit 1
+
+CMD ["uv", "run", "--frozen", "--no-dev", "--project", "/app", "python", "-m", "uvicorn", "aiprovider.main:app", "--host", "0.0.0.0", "--port", "8010"]

aiprovider/config.py

@@ -17,9 +17,6 @@ class Settings(BaseSettings):
     AI_HTTP_RETRY_ATTEMPTS: int = 2
     AI_MAX_TOKENS: int = 1200
     AI_ANTHROPIC_VERSION: str = "2023-06-01"
-    AI_ANALYSIS_SYSTEM_PROMPT: str = (
-        "你是态势感知分析助手。请基于输入的上下文、观测与约束，输出结构化、克制、可执行的分析。"
-    )
 
     AI_PROVIDER_SERVICE_TOKEN: str = ""
 

aiprovider/provider_service.py

@@ -62,7 +62,6 @@ class ProviderService:
         self.anthropic_version = str(
             overrides.get("anthropic_version") or settings.AI_ANTHROPIC_VERSION
         )
-        self.system_prompt = settings.AI_ANALYSIS_SYSTEM_PROMPT
 
     def get_status(self) -> AIProviderStatusResponse:
         enabled = self.provider != "disabled"
@@ -95,15 +94,20 @@ class ProviderService:
         prompt = self._build_prompt(payload)
 
         if self.provider_api == "openai-completions":
-            data = await self._request_openai_compatible(model, prompt)
+            data = await self._request_openai_compatible(model, prompt, payload.system_prompt)
             content = self._extract_openai_content(data)
             content_blocks = self._extract_openai_blocks(data)
         elif self.provider_api == "anthropic-messages":
-            data = await self._request_anthropic_messages(model, prompt, payload.thinking)
+            data = await self._request_anthropic_messages(
+                model,
+                prompt,
+                payload.thinking,
+                payload.system_prompt,
+            )
             content = self._extract_anthropic_content(data)
             content_blocks = self._extract_anthropic_blocks(data)
         elif self.provider_api == "ollama-generate":
-            data = await self._request_ollama(model, prompt)
+            data = await self._request_ollama(model, prompt, payload.system_prompt)
             content = self._extract_ollama_content(data)
             content_blocks = self._extract_ollama_blocks(data)
         else:
@@ -139,19 +143,28 @@ class ProviderService:
             sections.append("约束条件:\n" + "\n".join(f"- {item}" for item in payload.constraints))
         if payload.context:
             sections.append(f"附加上下文:\n{payload.context}")
-        sections.append(
-            "请输出: 1) 态势摘要 2) 关键风险 3) 研判依据 4) 建议动作 5) 还缺少的数据。"
-        )
         return "\n\n".join(sections)
 
-    async def _request_openai_compatible(self, model: str, prompt: str) -> dict[str, Any]:
+    def _resolve_system_prompt(self, system_prompt: str | None) -> str | None:
+        resolved = str(system_prompt or "").strip()
+        return resolved or None
+
+    async def _request_openai_compatible(
+        self,
+        model: str,
+        prompt: str,
+        system_prompt: str | None = None,
+    ) -> dict[str, Any]:
+        messages = []
+        resolved_system_prompt = self._resolve_system_prompt(system_prompt)
+        if resolved_system_prompt:
+            messages.append({"role": "system", "content": resolved_system_prompt})
+        messages.append({"role": "user", "content": prompt})
         request_body = {
             "model": model,
-            "messages": [
-                {"role": "system", "content": self.system_prompt},
-                {"role": "user", "content": prompt},
-            ],
+            "messages": messages,
             "temperature": 0.2,
+            "max_tokens": self.max_tokens,
         }
         return await self._post(
             path="/chat/completions",
@@ -167,10 +180,10 @@ class ProviderService:
         model: str,
         prompt: str,
         thinking: dict[str, Any] | None = None,
+        system_prompt: str | None = None,
     ) -> dict[str, Any]:
         request_body = {
             "model": model,
-            "system": self.system_prompt,
             "messages": [
                 {
                     "role": "user",
@@ -185,6 +198,9 @@ class ProviderService:
             "max_tokens": self.max_tokens,
             "temperature": 0.2,
         }
+        resolved_system_prompt = self._resolve_system_prompt(system_prompt)
+        if resolved_system_prompt:
+            request_body["system"] = resolved_system_prompt
         resolved_thinking = self._resolve_anthropic_thinking(thinking)
         if resolved_thinking:
             request_body["thinking"] = resolved_thinking
@@ -218,19 +234,28 @@ class ProviderService:
         model: str,
         prompt: str,
         thinking: dict[str, Any] | None = None,
+        system_prompt: str | None = None,
     ) -> dict[str, Any]:
-        return await self._request_anthropic_messages(model, prompt, thinking)
+        return await self._request_anthropic_messages(model, prompt, thinking, system_prompt)
 
-    async def _request_ollama(self, model: str, prompt: str) -> dict[str, Any]:
+    async def _request_ollama(
+        self,
+        model: str,
+        prompt: str,
+        system_prompt: str | None = None,
+    ) -> dict[str, Any]:
         request_body = {
             "model": model,
             "stream": False,
-            "system": self.system_prompt,
             "prompt": prompt,
             "options": {
                 "temperature": 0.2,
+                "num_predict": self.max_tokens,
             },
         }
+        resolved_system_prompt = self._resolve_system_prompt(system_prompt)
+        if resolved_system_prompt:
+            request_body["system"] = resolved_system_prompt
         return await self._post(
             path="/api/generate",
             headers={

aiprovider/schemas.py

@@ -13,10 +13,11 @@ class AIContentBlock(BaseModel):
 
 class SituationalAnalysisRequest(BaseModel):
     title: str = Field(..., min_length=1, max_length=200)
-    objective: str = Field(..., min_length=1, max_length=1000)
+    objective: str = Field(..., min_length=1, max_length=20000)
     context: dict[str, Any] = Field(default_factory=dict)
     observations: list[str] = Field(default_factory=list)
     constraints: list[str] = Field(default_factory=list)
+    system_prompt: str | None = Field(default=None, max_length=8000)
     preferred_model: str | None = Field(default=None, max_length=200)
     thinking: dict[str, Any] | None = None
 

backend/Dockerfile

@@ -12,6 +12,7 @@ ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
 ENV UV_COMPILE_BYTECODE=1
 ENV UV_LINK_MODE=copy
+ENV PYTHONPATH=/app/backend
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
     curl \
@@ -25,4 +26,7 @@ COPY VERSION /app/VERSION
 
 EXPOSE 8000
 
-CMD ["uv", "run", "--frozen", "--no-dev", "--project", "/app", "python", "-m", "uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
+HEALTHCHECK --interval=30s --timeout=5s --retries=3 \
+    CMD curl -fsS http://127.0.0.1:8000/health >/dev/null || exit 1
+
+CMD ["uv", "run", "--frozen", "--no-dev", "--project", "/app", "python", "-m", "uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]

backend/app/ai_tasks/__init__.py

@@ -0,0 +1,2 @@
+"""AI task prompt registry and runtime helpers."""
+

backend/app/ai_tasks/default_prompts.json

@@ -0,0 +1,74 @@
+[
+  {
+    "key": "earth.news.enrich",
+    "label": "Earth 新闻汉化与定位",
+    "group": "Earth 新闻",
+    "version": "2026-05-16.2",
+    "system_prompt": "",
+    "prompt": "Return exactly one strict JSON object with a location object and a localizations object. Infer the most likely physical event location and produce a faithful Simplified Chinese title plus a one-sentence newswire-style Chinese summary based only on the supplied RSS headline, description, source, and date. The summary should read like a concise breaking-news lead, not a label, slogan, or keyword headline."
+  },
+  {
+    "key": "alerts.brief",
+    "label": "系统告警研判",
+    "group": "告警研判",
+    "version": "2026-05-16.1",
+    "system_prompt": "你是告警研判助手。请基于输入的告警事实、上下文与约束，输出结构化、克制、可执行的值班研判；明确区分事实、推断与建议，不要夸大证据不足的风险。",
+    "prompt": "基于当前告警总量、严重度、状态、数据源分布与最近告警摘录，生成一份面向值班人员的简明告警态势简报，突出待处理风险、告警集中点和优先动作。"
+  },
+  {
+    "key": "alerts.situational.brief",
+    "label": "跨模块态势告警研判",
+    "group": "告警研判",
+    "version": "2026-05-16.1",
+    "system_prompt": "你是告警研判助手。请基于输入的告警事实、上下文与约束，输出结构化、克制、可执行的值班研判；明确区分事实、推断与建议，不要夸大证据不足的风险。",
+    "prompt": "综合系统告警、BGP incidents、BGP anomalies 与近期 BGP AI 简报，生成一份面向值班人员的态势告警简报，指出当前最需要关注的风险域、跨模块联动迹象和优先动作。"
+  },
+  {
+    "key": "bgp.brief",
+    "label": "BGP 态势简报",
+    "group": "BGP",
+    "version": "2026-05-16.2",
+    "system_prompt": "你是 BGP 值班分析师。请直接输出面向值班人员的中文 Markdown 简报，只写最终研判内容；不要复述用户需求、提示词、写作计划、字段清单或“我将如何回答”。",
+    "prompt": "基于当前 BGP incidents、anomalies、原始观测事件、观测站覆盖与 prefix geography 证据，生成一份面向操作员的简明态势简报，突出区域热点、观测偏差、当前风险、证据和优先动作。"
+  },
+  {
+    "key": "location.factcheck.normalize",
+    "label": "位置事实核查结构化",
+    "group": "位置解析",
+    "version": "2026-05-16.1",
+    "system_prompt": "",
+    "prompt": "Convert the supplied location factcheck text into exactly one strict JSON object. Extract only facts present in the text or original query."
+  },
+  {
+    "key": "location.factcheck.resolve",
+    "label": "位置事实核查兜底",
+    "group": "位置解析",
+    "version": "2026-05-16.1",
+    "system_prompt": "",
+    "prompt": "Return exactly one JSON object for the most likely physical location. Use only fact-checkable public knowledge; return null fields rather than guessing when evidence is weak."
+  },
+  {
+    "key": "datasource.mapping",
+    "label": "数据源映射生成",
+    "group": "采集配置",
+    "version": "2026-05-16.1",
+    "system_prompt": "",
+    "prompt": "Return only JSON for a deterministic mapping DSL. The JSON must contain source.items_path and fields. Do not include prose or code."
+  },
+  {
+    "key": "credential.guide",
+    "label": "采集器凭据教程",
+    "group": "采集配置",
+    "version": "2026-05-16.1",
+    "system_prompt": "",
+    "prompt": "生成一份中文采集器凭据配置教程。只能根据 context.search_evidence 中的来源生成教程；如果证据不足，明确说明需要以官方页面为准。"
+  },
+  {
+    "key": "ai.connection_test",
+    "label": "AI Provider 连接测试",
+    "group": "运维测试",
+    "version": "2026-05-16.1",
+    "system_prompt": "",
+    "prompt": "Reply OK."
+  }
+]

backend/app/ai_tasks/prompts.py

@@ -0,0 +1,182 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from datetime import UTC, datetime
+import json
+from functools import lru_cache
+from pathlib import Path
+from typing import Any
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.models.system_setting import SystemSetting
+
+AI_PROMPTS_CATEGORY = "ai_prompts"
+DEFAULT_PROMPTS_PATH = Path(__file__).with_name("default_prompts.json")
+
+
+@dataclass(frozen=True)
+class AIPromptDefinition:
+    key: str
+    label: str
+    group: str
+    version: str
+    system_prompt: str
+    prompt: str
+
+
+@dataclass(frozen=True)
+class EffectiveAIPrompt:
+    key: str
+    label: str
+    group: str
+    version: str
+    default_system_prompt: str
+    default_prompt: str
+    system_prompt: str
+    prompt: str
+    is_custom: bool
+    updated_at: str | None = None
+
+
+@lru_cache(maxsize=1)
+def list_prompt_definitions() -> tuple[AIPromptDefinition, ...]:
+    raw_items = json.loads(DEFAULT_PROMPTS_PATH.read_text(encoding="utf-8"))
+    return tuple(
+        AIPromptDefinition(
+            key=str(item["key"]),
+            label=str(item["label"]),
+            group=str(item["group"]),
+            version=str(item["version"]),
+            system_prompt=str(item.get("system_prompt") or ""),
+            prompt=str(item.get("prompt") or ""),
+        )
+        for item in raw_items
+    )
+
+
+def get_prompt_definition(task_key: str) -> AIPromptDefinition:
+    for definition in list_prompt_definitions():
+        if definition.key == task_key:
+            return definition
+    raise KeyError(task_key)
+
+
+async def _get_prompt_setting(db: AsyncSession) -> SystemSetting | None:
+    result = await db.execute(
+        select(SystemSetting).where(SystemSetting.category == AI_PROMPTS_CATEGORY)
+    )
+    return result.scalar_one_or_none()
+
+
+def _normalize_overrides(payload: dict[str, Any] | None) -> dict[str, dict[str, Any]]:
+    raw = (payload or {}).get("overrides")
+    if not isinstance(raw, dict):
+        return {}
+    return {
+        str(key): dict(value)
+        for key, value in raw.items()
+        if isinstance(value, dict)
+    }
+
+
+async def get_prompt_overrides(db: AsyncSession) -> dict[str, dict[str, Any]]:
+    if not hasattr(db, "execute"):
+        return {}
+    setting = await _get_prompt_setting(db)
+    return _normalize_overrides(setting.payload if setting else None)
+
+
+def _effective_prompt(
+    definition: AIPromptDefinition,
+    override: dict[str, Any] | None,
+) -> EffectiveAIPrompt:
+    override = override or {}
+    custom_system = override.get("system_prompt")
+    custom_prompt = override.get("prompt")
+    has_custom_system = isinstance(custom_system, str)
+    has_custom_prompt = isinstance(custom_prompt, str)
+    return EffectiveAIPrompt(
+        key=definition.key,
+        label=definition.label,
+        group=definition.group,
+        version=definition.version,
+        default_system_prompt=definition.system_prompt,
+        default_prompt=definition.prompt,
+        system_prompt=custom_system if has_custom_system else definition.system_prompt,
+        prompt=custom_prompt if has_custom_prompt else definition.prompt,
+        is_custom=has_custom_system or has_custom_prompt,
+        updated_at=str(override.get("updated_at") or "") or None,
+    )
+
+
+async def list_effective_prompts(db: AsyncSession) -> list[EffectiveAIPrompt]:
+    overrides = await get_prompt_overrides(db)
+    return [
+        _effective_prompt(definition, overrides.get(definition.key))
+        for definition in list_prompt_definitions()
+    ]
+
+
+async def get_effective_prompt(db: AsyncSession | None, task_key: str) -> EffectiveAIPrompt:
+    definition = get_prompt_definition(task_key)
+    if db is None:
+        return _effective_prompt(definition, None)
+    overrides = await get_prompt_overrides(db)
+    return _effective_prompt(definition, overrides.get(task_key))
+
+
+async def save_prompt_override(
+    db: AsyncSession,
+    task_key: str,
+    *,
+    system_prompt: str,
+    prompt: str,
+) -> EffectiveAIPrompt:
+    definition = get_prompt_definition(task_key)
+    setting = await _get_prompt_setting(db)
+    payload = dict(setting.payload or {}) if setting else {}
+    overrides = _normalize_overrides(payload)
+    overrides[definition.key] = {
+        "system_prompt": system_prompt,
+        "prompt": prompt,
+        "updated_at": datetime.now(UTC).isoformat().replace("+00:00", "Z"),
+    }
+    payload["overrides"] = overrides
+    if setting is None:
+        setting = SystemSetting(category=AI_PROMPTS_CATEGORY, payload=payload)
+        db.add(setting)
+    else:
+        setting.payload = payload
+    await db.commit()
+    return _effective_prompt(definition, overrides[definition.key])
+
+
+async def reset_prompt_override(db: AsyncSession, task_key: str) -> EffectiveAIPrompt:
+    definition = get_prompt_definition(task_key)
+    setting = await _get_prompt_setting(db)
+    if setting is None:
+        return _effective_prompt(definition, None)
+    payload = dict(setting.payload or {})
+    overrides = _normalize_overrides(payload)
+    overrides.pop(definition.key, None)
+    payload["overrides"] = overrides
+    setting.payload = payload
+    await db.commit()
+    return _effective_prompt(definition, None)
+
+
+def serialize_effective_prompt(prompt: EffectiveAIPrompt) -> dict[str, Any]:
+    return {
+        "key": prompt.key,
+        "label": prompt.label,
+        "group": prompt.group,
+        "version": prompt.version,
+        "default_system_prompt": prompt.default_system_prompt,
+        "default_prompt": prompt.default_prompt,
+        "system_prompt": prompt.system_prompt,
+        "prompt": prompt.prompt,
+        "is_custom": prompt.is_custom,
+        "updated_at": prompt.updated_at,
+    }

backend/app/api/main.py

@@ -5,15 +5,21 @@ from app.api.v1 import (
     users,
     datasource_config,
     datasources,
+    docs,
+    earth,
     tasks,
     dashboard,
-    websocket,
     alerts,
     settings,
     collected_data,
+    data_products,
+    layers,
     visualization,
+    vessel_aggregation,
+    vessels,
     bgp,
     news,
+    realtime_sources,
     system_control,
     tv,
 )
@@ -28,12 +34,23 @@ api_router.include_router(
 )
 api_router.include_router(datasources.router, prefix="/datasources", tags=["datasources"])
 api_router.include_router(collected_data.router, prefix="/collected", tags=["collected-data"])
+api_router.include_router(docs.router, prefix="/docs", tags=["docs"])
+api_router.include_router(earth.router, prefix="/earth", tags=["earth"])
 api_router.include_router(tasks.router, prefix="/tasks", tags=["tasks"])
 api_router.include_router(dashboard.router, prefix="/dashboard", tags=["dashboard"])
 api_router.include_router(alerts.router, prefix="/alerts", tags=["alerts"])
 api_router.include_router(settings.router, prefix="/settings", tags=["settings"])
 api_router.include_router(system_control.router, prefix="/system", tags=["system"])
+api_router.include_router(data_products.router, prefix="/data-products", tags=["data-products"])
+api_router.include_router(layers.router, prefix="/layers", tags=["layers"])
 api_router.include_router(visualization.router, prefix="/visualization", tags=["visualization"])
+api_router.include_router(
+    vessel_aggregation.router,
+    prefix="/vessel-aggregation",
+    tags=["vessel-aggregation"],
+)
+api_router.include_router(vessels.router, prefix="/vessels", tags=["vessels"])
 api_router.include_router(bgp.router, prefix="/bgp", tags=["bgp"])
 api_router.include_router(tv.router, prefix="/tv", tags=["tv"])
 api_router.include_router(news.router, prefix="/news", tags=["news"])
+api_router.include_router(realtime_sources.router, prefix="/realtime-sources", tags=["realtime-sources"])

backend/app/api/v1/auth.py

@@ -1,26 +1,85 @@
-from datetime import timedelta
-
 from fastapi import APIRouter, Depends, HTTPException, status
 from fastapi.security import OAuth2PasswordRequestForm
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy import text
 
 from app.core.config import settings
+from app.core.logging import get_logger
 from app.core.security import (
     create_access_token,
     create_refresh_token,
-    blacklist_token,
     get_current_user,
+    get_password_hash,
     verify_password,
 )
 from app.db.session import get_db
 from app.models.user import User
 from app.schemas.token import Token
-from app.schemas.user import UserCreate, UserResponse
+from app.schemas.user import (
+    ForgotPasswordRequest,
+    ResendCodeRequest,
+    ResetPasswordRequest,
+    UserRegister,
+    UserResponse,
+    VerifyEmailRequest,
+)
+from app.services import otp
+from app.services.email import (
+    EmailError,
+    EmailNotConfiguredError,
+    send_verification_email,
+)
+
+logger = get_logger(__name__)
 
 router = APIRouter()
 
 
+def _token_response(user: User) -> dict:
+    access_token = create_access_token(data={"sub": user.id})
+    refresh = create_refresh_token(data={"sub": user.id})
+    expires_in = (
+        settings.ACCESS_TOKEN_EXPIRE_MINUTES * 60
+        if settings.ACCESS_TOKEN_EXPIRE_MINUTES > 0
+        else None
+    )
+    return {
+        "access_token": access_token,
+        "token_type": "bearer",
+        "expires_in": expires_in,
+        "refresh_token": refresh,
+        "user": {
+            "id": user.id,
+            "username": user.username,
+            "role": user.role,
+            "gatekeeper_groups": user.gatekeeper_groups or [],
+        },
+    }
+
+
+async def _load_user_by_email(db: AsyncSession, email: str) -> User | None:
+    result = await db.execute(
+        text(
+            "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups, email_verified "
+            "FROM users WHERE email = :email"
+        ),
+        {"email": email},
+    )
+    row = result.fetchone()
+    if row is None:
+        return None
+    user = User()
+    user.id = row[0]
+    user.username = row[1]
+    user.email = row[2]
+    user.password_hash = row[3]
+    user.role = row[4]
+    user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
+    user.email_verified = bool(row[7])
+    return user
+
+
 @router.post("/login", response_model=Token)
 async def login(
     form_data: OAuth2PasswordRequestForm = Depends(),
@@ -28,7 +87,8 @@ async def login(
 ):
     result = await db.execute(
         text(
-            "SELECT id, username, email, password_hash, role, is_active FROM users WHERE username = :username"
+            "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups, email_verified "
+            "FROM users WHERE username = :username"
         ),
         {"username": form_data.username},
     )
@@ -46,6 +106,8 @@ async def login(
     user.password_hash = row[3]
     user.role = row[4]
     user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
+    user.email_verified = bool(row[7])
 
     if not verify_password(form_data.password, user.password_hash):
         raise HTTPException(
@@ -57,24 +119,13 @@ async def login(
             status_code=status.HTTP_401_UNAUTHORIZED,
             detail="User is inactive",
         )
+    if not user.email_verified:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail={"code": "EMAIL_NOT_VERIFIED", "email": user.email},
+        )
 
-    access_token = create_access_token(data={"sub": user.id})
-    refresh_token = create_refresh_token(data={"sub": user.id})
-
-    expires_in = None
-    if settings.ACCESS_TOKEN_EXPIRE_MINUTES > 0:
-        expires_in = settings.ACCESS_TOKEN_EXPIRE_MINUTES * 60
-
-    return {
-        "access_token": access_token,
-        "token_type": "bearer",
-        "expires_in": expires_in,
-        "user": {
-            "id": user.id,
-            "username": user.username,
-            "role": user.role,
-        },
-    }
+    return _token_response(user)
 
 
 @router.post("/refresh", response_model=Token)
@@ -95,6 +146,7 @@ async def refresh_token(
             "id": current_user.id,
             "username": current_user.username,
             "role": current_user.role,
+            "gatekeeper_groups": current_user.gatekeeper_groups or [],
         },
     }
 
@@ -111,6 +163,181 @@ async def get_me(current_user: User = Depends(get_current_user)):
         "username": current_user.username,
         "email": current_user.email,
         "role": current_user.role,
+        "gatekeeper_groups": current_user.gatekeeper_groups or [],
         "is_active": current_user.is_active,
+        "email_verified": getattr(current_user, "email_verified", True),
         "created_at": current_user.created_at,
     }
+
+
+async def _send_code_or_raise(db: AsyncSession, email: str, code: str, purpose: str) -> None:
+    try:
+        await send_verification_email(db, to=email, code=code, purpose=purpose)
+    except EmailNotConfiguredError as exc:
+        raise HTTPException(
+            status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except EmailError as exc:
+        logger.warning_event(
+            "SMTP send failed",
+            event="auth.email.send_failed",
+            context={"email": email, "purpose": purpose, "error": str(exc)},
+        )
+        raise HTTPException(
+            status_code=status.HTTP_502_BAD_GATEWAY,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+
+
+@router.post("/register", status_code=status.HTTP_201_CREATED)
+async def register(payload: UserRegister, db: AsyncSession = Depends(get_db)):
+    existing = await db.execute(
+        text("SELECT id, email_verified FROM users WHERE username = :u OR email = :e"),
+        {"u": payload.username, "e": payload.email},
+    )
+    row = existing.fetchone()
+    if row is not None:
+        raise HTTPException(
+            status_code=status.HTTP_409_CONFLICT,
+            detail={"code": "USER_ALREADY_EXISTS", "message": "Username or email already in use"},
+        )
+
+    user = User(
+        username=payload.username,
+        email=payload.email,
+        password_hash=get_password_hash(payload.password),
+        role="viewer",
+        is_active=True,
+        email_verified=False,
+    )
+    db.add(user)
+    await db.commit()
+
+    try:
+        code = otp.issue_code(payload.email, "register")
+    except otp.OtpResendRateLimited as exc:
+        raise HTTPException(
+            status_code=status.HTTP_429_TOO_MANY_REQUESTS,
+            detail={"code": exc.code, "retry_after_seconds": exc.retry_after_seconds},
+        ) from exc
+    await _send_code_or_raise(db, payload.email, code, "register")
+    return {"status": "pending_verification", "email": payload.email}
+
+
+@router.post("/verify-email", response_model=Token)
+async def verify_email(payload: VerifyEmailRequest, db: AsyncSession = Depends(get_db)):
+    user = await _load_user_by_email(db, payload.email)
+    if user is None:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail={"code": "USER_NOT_FOUND"},
+        )
+    try:
+        otp.verify_code(payload.email, "register", payload.code)
+    except otp.OtpExpired as exc:
+        raise HTTPException(
+            status_code=status.HTTP_410_GONE,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except otp.OtpAttemptsExceeded as exc:
+        raise HTTPException(
+            status_code=status.HTTP_429_TOO_MANY_REQUESTS,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except otp.OtpInvalid as exc:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+
+    await db.execute(
+        text("UPDATE users SET email_verified = TRUE WHERE id = :id"),
+        {"id": user.id},
+    )
+    await db.commit()
+    user.email_verified = True
+    return _token_response(user)
+
+
+@router.post("/resend-code")
+async def resend_code(payload: ResendCodeRequest, db: AsyncSession = Depends(get_db)):
+    user = await _load_user_by_email(db, payload.email)
+    if user is None:
+        # Avoid email enumeration; pretend success.
+        return {"status": "ok"}
+    if payload.purpose == "register" and user.email_verified:
+        raise HTTPException(
+            status_code=status.HTTP_409_CONFLICT,
+            detail={"code": "ALREADY_VERIFIED"},
+        )
+    try:
+        code = otp.issue_code(payload.email, payload.purpose)
+    except otp.OtpResendRateLimited as exc:
+        raise HTTPException(
+            status_code=status.HTTP_429_TOO_MANY_REQUESTS,
+            detail={"code": exc.code, "retry_after_seconds": exc.retry_after_seconds},
+        ) from exc
+    await _send_code_or_raise(db, payload.email, code, payload.purpose)
+    return {"status": "ok"}
+
+
+@router.post("/forgot-password")
+async def forgot_password(payload: ForgotPasswordRequest, db: AsyncSession = Depends(get_db)):
+    user = await _load_user_by_email(db, payload.email)
+    if user is None:
+        # Don't leak whether an email is registered.
+        return {"status": "ok"}
+    try:
+        code = otp.issue_code(payload.email, "reset_password")
+    except otp.OtpResendRateLimited:
+        # Silently accept; the user can retry after the cooldown.
+        return {"status": "ok"}
+    try:
+        await send_verification_email(db, to=payload.email, code=code, purpose="reset_password")
+    except EmailNotConfiguredError as exc:
+        raise HTTPException(
+            status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except EmailError as exc:
+        logger.warning_event(
+            "SMTP send failed",
+            event="auth.email.send_failed",
+            context={"email": payload.email, "purpose": "reset_password", "error": str(exc)},
+        )
+    return {"status": "ok"}
+
+
+@router.post("/reset-password")
+async def reset_password(payload: ResetPasswordRequest, db: AsyncSession = Depends(get_db)):
+    user = await _load_user_by_email(db, payload.email)
+    if user is None:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail={"code": "OTP_INVALID"},
+        )
+    try:
+        otp.verify_code(payload.email, "reset_password", payload.code)
+    except otp.OtpExpired as exc:
+        raise HTTPException(
+            status_code=status.HTTP_410_GONE,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except otp.OtpAttemptsExceeded as exc:
+        raise HTTPException(
+            status_code=status.HTTP_429_TOO_MANY_REQUESTS,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+    except otp.OtpInvalid as exc:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail={"code": exc.code, "message": str(exc)},
+        ) from exc
+
+    await db.execute(
+        text("UPDATE users SET password_hash = :p, email_verified = TRUE WHERE id = :id"),
+        {"p": get_password_hash(payload.new_password), "id": user.id},
+    )
+    await db.commit()
+    return {"status": "ok"}

backend/app/api/v1/bgp.py

@@ -5,13 +5,26 @@ from fastapi import APIRouter, Depends, HTTPException, Query
 from sqlalchemy import func, select
 from sqlalchemy.ext.asyncio import AsyncSession
 
+from pydantic import BaseModel
+
 from app.core.security import get_current_user
 from app.db.session import get_db
 from app.models.bgp_anomaly import BGPAnomaly
 from app.models.bgp_incident import BGPIncident
 from app.models.bgp_observation import BGPObservation
 from app.models.user import User
+from app.services.bgp_collector_locations import (
+    build_bgp_collector_location_query,
+    collect_bgp_collector_location_candidates,
+    get_bgp_collector_location_dict,
+)
 from app.services.bgp_collectors import build_bgp_collector_coverage
+from app.services.ai_client import get_ai_provider_client
+from app.api.v1.settings import get_web_search_client
+from app.services.location.llm_fallback import (
+    collect_llm_location_fallback_candidate,
+    collect_location_search_evidence,
+)
 
 router = APIRouter()
 
@@ -264,6 +277,120 @@ async def get_bgp_collector_summary(
     }
 
 
+class CollectBGPCollectorLocationRequest(BaseModel):
+    city: Optional[str] = None
+    country: Optional[str] = None
+    site: Optional[str] = None
+    operator: Optional[str] = None
+
+
+@router.post("/collectors/{collector_id}/collect-location")
+async def collect_bgp_collector_location(
+    collector_id: str,
+    payload: CollectBGPCollectorLocationRequest,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    """Run the shared location pipeline for a BGP route collector.
+
+    Mirrors ``POST /api/v1/visualization/compute-centers/{source_id}/collect-location``.
+    Returns ranked candidates from source coordinates and Nominatim queries
+    built around the collector's stored context (IXP / city / country). Stored
+    collector locations provide context only; they are not emitted as
+    candidates.
+    """
+    if not collector_id or not collector_id.strip():
+        raise HTTPException(status_code=400, detail="collector_id is required")
+
+    legacy = get_bgp_collector_location_dict(collector_id) or {}
+    site = payload.site or legacy.get("matched_location_name")
+    city = payload.city or legacy.get("city")
+    country = payload.country or legacy.get("country")
+    operator = payload.operator or "RIPE NCC"
+
+    candidates, attempted_queries = collect_bgp_collector_location_candidates(
+        collector=collector_id,
+        site=site,
+        city=city,
+        country=country,
+        operator=operator,
+    )
+    llm_failure_reason = None
+    if not candidates:
+        query = build_bgp_collector_location_query(
+            collector=collector_id,
+            site=site,
+            city=city,
+            country=country,
+            operator=operator,
+        )
+        llm_result = None
+        try:
+            web_search_client = await get_web_search_client(db)
+            search_result = await collect_location_search_evidence(
+                web_search_client=web_search_client,
+                query=query,
+                entity_type="bgp_collector",
+            )
+            attempted_queries = [*attempted_queries, *search_result.attempted_queries]
+            if not search_result.evidence:
+                llm_failure_reason = search_result.failure_reason
+                raise RuntimeError(search_result.failure_reason or "no WebSearch evidence")
+            provider_client = await get_ai_provider_client(db)
+            llm_result = await collect_llm_location_fallback_candidate(
+                provider_client=provider_client,
+                query=query,
+                entity_type="bgp_collector",
+                db=db,
+                attempted_queries=attempted_queries,
+                search_evidence=search_result.evidence,
+            )
+        except Exception as exc:
+            if llm_failure_reason is None:
+                llm_failure_reason = f"LLM location factcheck unavailable: {exc}"
+                attempted_queries = [
+                    *attempted_queries,
+                    f"llm_factcheck:bgp_collector:{collector_id or 'unknown'}",
+                ]
+        if llm_result is not None:
+            attempted_queries = [*attempted_queries, *llm_result.attempted_queries]
+            candidates = llm_result.candidates
+            llm_failure_reason = llm_result.failure_reason
+
+    context = {
+        "collector": collector_id,
+        "site": site,
+        "city": city,
+        "country": country,
+        "operator": operator,
+    }
+
+    if not candidates:
+        return {
+            "collector_id": collector_id,
+            "name": collector_id,
+            "success": False,
+            "failure_reason": (
+                "No source coordinates or online geocoding result reached"
+                " city-level precision for this collector."
+            ),
+            "candidates": [],
+            "attempted_queries": list(attempted_queries),
+            "llm_failure_reason": llm_failure_reason,
+            "context": context,
+        }
+
+    return {
+        "collector_id": collector_id,
+        "name": collector_id,
+        "success": True,
+        "candidates": [candidate.to_dict() for candidate in candidates],
+        "best_candidate": candidates[0].to_dict(),
+        "attempted_queries": list(attempted_queries),
+        "context": context,
+    }
+
+
 @router.get("/overview/summary")
 async def get_bgp_overview_summary(
     current_user: User = Depends(get_current_user),

backend/app/api/v1/collected_data.py

@@ -102,7 +102,12 @@ def build_search_rank_sql(search: Optional[str]) -> str:
     """
 
 
-def serialize_collected_row(row, source_name_map: dict[str, str] | None = None) -> dict:
+def serialize_collected_row(
+    row,
+    source_name_map: dict[str, str] | None = None,
+    *,
+    include_metadata: bool = True,
+) -> dict:
     metadata = row[7]
     source = row[1]
     return {
@@ -120,7 +125,7 @@ def serialize_collected_row(row, source_name_map: dict[str, str] | None = None)
         "longitude": get_metadata_field(metadata, "longitude"),
         "value": get_metadata_field(metadata, "value"),
         "unit": get_metadata_field(metadata, "unit"),
-        "metadata": metadata,
+        "metadata": metadata if include_metadata else None,
         "cores": get_metadata_field(metadata, "cores"),
         "rmax": get_metadata_field(metadata, "rmax"),
         "rpeak": get_metadata_field(metadata, "rpeak"),
@@ -145,6 +150,7 @@ async def list_collected_data(
     search: Optional[str] = Query(None, description="搜索名称"),
     page: int = Query(1, ge=1, description="页码"),
     page_size: int = Query(20, ge=1, le=100, description="每页数量"),
+    include_metadata: bool = Query(True, description="是否返回完整 metadata 字段"),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
@@ -201,7 +207,7 @@ async def list_collected_data(
 
     data = []
     for row in rows:
-        data.append(serialize_collected_row(row[:11], source_name_map))
+        data.append(serialize_collected_row(row[:11], source_name_map, include_metadata=include_metadata))
 
     return {
         "total": total,

backend/app/api/v1/data_products.py

@@ -0,0 +1,98 @@
+from datetime import UTC, datetime
+
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.api.v1.visualization import get_visualization_geo_summary
+from app.core.time import to_iso8601_utc
+from app.db.session import get_db
+
+router = APIRouter()
+
+PRODUCT_DEFINITIONS: dict[str, dict] = {
+    "vessels": {
+        "name": "船只",
+        "sources": ["aisstream_vessels", "barentswatch_vessels"],
+        "primary_stat_key": "vessel_count",
+        "stat_keys": ["vessel_count", "vessel_raw_unique_mmsi", "vessel_legacy_unique_mmsi"],
+    },
+    "cables": {
+        "name": "海底光缆",
+        "sources": [
+            "arcgis_cables",
+            "arcgis_landing_points",
+            "arcgis_cable_landing_relation",
+            "telegeography_cables",
+            "telegeography_landing",
+            "telegeography_systems",
+            "fao_landing_points",
+        ],
+        "primary_stat_key": "cable_count",
+        "stat_keys": ["cable_count", "landing_point_count"],
+    },
+    "satellites": {
+        "name": "卫星",
+        "sources": ["celestrak_tle", "spacetrack_tle"],
+        "primary_stat_key": "satellite_count",
+        "stat_keys": ["satellite_count"],
+    },
+    "bgp": {
+        "name": "BGP",
+        "sources": [
+            "ris_live_bgp",
+            "bgpstream_bgp",
+            "iptoasn_prefix_geo",
+            "opengeofeed_prefix_geo",
+            "nro_delegated_prefix_geo",
+        ],
+        "primary_stat_key": "bgp_event_count",
+        "stat_keys": ["bgp_event_count", "bgp_incident_count", "bgp_anomaly_count", "bgp_collector_count"],
+    },
+    "compute": {
+        "name": "算力",
+        "sources": ["top500", "epoch_ai_gpu"],
+        "primary_stat_key": "compute_center_count",
+        "stat_keys": ["compute_center_count", "supercomputer_count", "gpu_cluster_count"],
+    },
+}
+
+
+def _build_product_status(product_id: str, summary: dict) -> dict:
+    definition = PRODUCT_DEFINITIONS[product_id]
+    stats = summary.get("stats", {})
+    product_stats = {key: stats.get(key, 0) for key in definition["stat_keys"]}
+    total_count = int(product_stats.get(definition["primary_stat_key"]) or 0)
+    return {
+        "product_id": product_id,
+        "name": definition["name"],
+        "sources": definition["sources"],
+        "generated_at": summary.get("generated_at") or to_iso8601_utc(datetime.now(UTC)),
+        "total_count": total_count,
+        "stats": product_stats,
+        "build_state": "ready",
+        "stats_scope": "global",
+        "stats_freshness": "cached_or_indexed",
+    }
+
+
+@router.get("")
+async def list_data_products(db: AsyncSession = Depends(get_db)):
+    summary = await get_visualization_geo_summary(db)
+    return {
+        "generated_at": summary.get("generated_at"),
+        "data": [
+            _build_product_status(product_id, summary)
+            for product_id in PRODUCT_DEFINITIONS
+        ],
+    }
+
+
+@router.get("/{product_id}/status")
+async def get_data_product_status(
+    product_id: str,
+    db: AsyncSession = Depends(get_db),
+):
+    if product_id not in PRODUCT_DEFINITIONS:
+        raise HTTPException(status_code=404, detail="Unknown data product")
+    summary = await get_visualization_geo_summary(db)
+    return _build_product_status(product_id, summary)

backend/app/api/v1/datasource_config.py

@@ -5,8 +5,8 @@ from datetime import datetime
 import base64
 import json
 import re
-from fastapi import APIRouter, Depends, HTTPException, status
-from sqlalchemy import select, func
+from fastapi import APIRouter, Depends, HTTPException, Query
+from sqlalchemy import delete, select, func
 from sqlalchemy.ext.asyncio import AsyncSession
 from pydantic import BaseModel, Field
 import httpx
@@ -17,19 +17,33 @@ from app.db.session import get_db
 from app.models.user import User
 from app.models.datasource_config import DataSourceConfig
 from app.models.datasource_mapping import DataSourceMappingTemplate
+from app.models.collected_data import CollectedData
+from app.models.vessel import AISRawObservation, AISSourceHealth
 from app.core.security import get_current_user
 from app.core.cache import cache
 from app.core.time import to_iso8601_utc
+from app.ai_tasks.prompts import get_effective_prompt
 from app.schemas.ai import SituationalAnalysisRequest
 from app.services.ai_client import AIProviderClient, get_ai_provider_client
 from app.services.datasource_mapping import (
     MappingError,
     build_heuristic_mapping,
     execute_mapping,
-    persist_mapped_records,
     redact_for_llm,
     stable_payload_hash,
 )
+from app.services.custom_datasource_runtime import (
+    CustomDatasourceRuntimeError,
+    fetch_rest_payload,
+    get_custom_stream_status,
+    run_mapped_rest_config,
+    run_mapped_websocket_config,
+    start_custom_stream,
+    stop_custom_stream,
+    test_websocket_config,
+)
+
+DATASOURCE_MAPPING_PROMPT_KEY = "datasource.mapping"
 from app.services.datasource_connectivity import (
     get_builtin_connection_status,
     save_connectivity_success,
@@ -39,11 +53,20 @@ from app.services.datasource_connectivity import (
 
 router = APIRouter()
 
+def _default_builtin_config(name: str) -> dict[str, Any]:
+    return {"timeout": 30, "retry": 3}
+
+
+def _default_builtin_source_type(name: str) -> str:
+    if name == "aisstream_vessels":
+        return "websocket"
+    return "http"
+
 
 class DataSourceConfigCreate(BaseModel):
     name: str = Field(..., min_length=1, max_length=100)
     description: Optional[str] = None
-    source_type: str = Field(..., description="http, api, database")
+    source_type: str = Field(..., description="rest, websocket, http, api, database")
     endpoint: str = Field(..., max_length=500)
     auth_type: str = Field(default="none", description="none, bearer, api_key, basic")
     auth_config: dict = Field(default={})
@@ -219,6 +242,8 @@ def _build_query_params(auth_type: str, auth_config: dict, config: dict) -> dict
 
 
 async def fetch_custom_sample_from_config(config: DataSourceConfig, limit_bytes: int) -> Any:
+    if str(config.source_type or "").lower() in {"websocket", "ws"}:
+        raise HTTPException(status_code=400, detail="WebSocket sources must use connection test or run-mapped stream.")
     request_config = config.config or {}
     method = str(request_config.get("method") or request_config.get("request_method") or "GET").upper()
     if method not in {"GET", "POST"}:
@@ -318,7 +343,7 @@ async def list_configs(
     """List all user-defined data source configurations"""
     query = select(DataSourceConfig)
     if active_only:
-        query = query.where(DataSourceConfig.is_active == True)
+        query = query.where(DataSourceConfig.is_active)
     query = query.order_by(DataSourceConfig.created_at.desc())
 
     result = await db.execute(query)
@@ -351,7 +376,7 @@ async def list_all_datasources(
     db: AsyncSession = Depends(get_db),
 ):
     """List all data sources: YAML defaults + DB overrides"""
-    from app.core.data_sources import COLLECTOR_URL_KEYS, get_data_sources_config
+    from app.core.data_sources import get_data_sources_config
 
     config = get_data_sources_config()
 
@@ -359,27 +384,34 @@ async def list_all_datasources(
     db_configs = {c.name: c for c in db_query.scalars().all()}
 
     result = []
-    for name, yaml_key in COLLECTOR_URL_KEYS.items():
+    for name, metadata in DEFAULT_DATASOURCES.items():
         yaml_url = config.get_yaml_url(name)
         db_config = db_configs.get(name)
+        default_config = _default_builtin_config(name)
+        default_url = yaml_url
 
         result.append(
             {
                 "name": name,
-                "default_url": yaml_url,
-                "endpoint": db_config.endpoint if db_config else yaml_url,
+                "default_url": default_url,
+                "endpoint": db_config.endpoint if db_config else default_url,
                 "is_overridden": db_config is not None and db_config.endpoint != yaml_url
-                if yaml_url
+                if default_url
                 else db_config is not None,
                 "is_active": db_config.is_active if db_config else True,
-                "source_type": db_config.source_type if db_config else "http",
+                "source_type": db_config.source_type if db_config else _default_builtin_source_type(name),
                 "auth_type": db_config.auth_type if db_config else "none",
+                "auth_configured": {
+                    "api_key": bool((db_config.auth_config or {}).get("api_key"))
+                    if db_config
+                    else False,
+                },
                 "headers": db_config.headers if db_config else {},
-                "config": strip_connectivity_validation(db_config.config if db_config else {}),
+                "config": strip_connectivity_validation(db_config.config if db_config else default_config),
                 "config_id": db_config.id if db_config else None,
                 "description": db_config.description
                 if db_config
-                else f"Data source from YAML: {yaml_key}",
+                else f"内置采集器默认配置：{metadata.get('display_name') or metadata.get('name') or name}",
             }
         )
 
@@ -464,6 +496,8 @@ async def update_config(
     for field, value in update_data.items():
         if field == "config":
             value = strip_connectivity_validation(value)
+        if field == "auth_config" and value == {} and (config.auth_config or {}):
+            continue
         setattr(config, field, value)
 
     await db.commit()
@@ -481,6 +515,8 @@ async def update_config(
 @router.delete("/configs/{config_id}")
 async def delete_config(
     config_id: int,
+    delete_mappings: bool = Query(False),
+    delete_source_data: bool = Query(False),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
@@ -491,12 +527,59 @@ async def delete_config(
     if not config:
         raise HTTPException(status_code=404, detail="Configuration not found")
 
+    deleted_mappings = 0
+    deleted_records = {
+        "collected_data": 0,
+        "ais_raw_observations": 0,
+        "ais_source_health": 0,
+    }
+
+    if delete_source_data:
+        collected_result = await db.execute(
+            delete(CollectedData).where(CollectedData.source == config.name)
+        )
+        raw_result = await db.execute(
+            delete(AISRawObservation).where(AISRawObservation.source == config.name)
+        )
+        health_result = await db.execute(
+            delete(AISSourceHealth).where(AISSourceHealth.source == config.name)
+        )
+        deleted_records = {
+            "collected_data": collected_result.rowcount or 0,
+            "ais_raw_observations": raw_result.rowcount or 0,
+            "ais_source_health": health_result.rowcount or 0,
+        }
+
+    if delete_mappings or delete_source_data:
+        mapping_result = await db.execute(
+            delete(DataSourceMappingTemplate).where(
+                DataSourceMappingTemplate.datasource_config_id == config_id
+            )
+        )
+        deleted_mappings = mapping_result.rowcount or 0
+
     await db.delete(config)
     await db.commit()
 
     cache.delete_pattern("datasource_configs:*")
 
-    return {"message": "Configuration deleted successfully"}
+    if delete_source_data and (config.config or {}).get("target_schema") == "vessel_ais":
+        from app.core.websocket.broadcaster import broadcaster
+
+        await broadcaster.broadcast_custom(
+            "vessels",
+            {
+                "action": "reload",
+                "source": config.name,
+                "reason": "custom_source_deleted",
+            },
+        )
+
+    return {
+        "message": "Configuration deleted successfully",
+        "deleted_mappings": deleted_mappings,
+        "deleted_records": deleted_records,
+    }
 
 
 @router.post("/configs/{config_id}/test")
@@ -513,6 +596,8 @@ async def test_config(
         raise HTTPException(status_code=404, detail="Configuration not found")
 
     try:
+        if str(config.source_type or "").lower() in {"websocket", "ws"}:
+            return await test_websocket_config(config)
         result = await test_endpoint(
             endpoint=config.endpoint,
             auth_type=config.auth_type,
@@ -543,6 +628,18 @@ async def test_new_config(
 ):
     """Test a new data source configuration without saving"""
     try:
+        if str(config_data.source_type or "").lower() in {"websocket", "ws"}:
+            config = DataSourceConfig(
+                name=config_data.name,
+                description=config_data.description,
+                source_type=config_data.source_type,
+                endpoint=config_data.endpoint,
+                auth_type=config_data.auth_type,
+                auth_config=config_data.auth_config,
+                headers=config_data.headers,
+                config=config_data.config,
+            )
+            return await test_websocket_config(config)
         result = await test_endpoint(
             endpoint=config_data.endpoint,
             auth_type=config_data.auth_type,
@@ -601,6 +698,7 @@ async def connect_builtin_config(
         config_data.headers,
         config_data.config,
         db,
+        config_data.auth_config,
     )
     if result.get("success") and result.get("checksum"):
         validation = await save_connectivity_success(
@@ -673,14 +771,12 @@ async def propose_datasource_mapping(
     generated_by = "heuristic"
     if payload.use_ai:
         try:
+            prompt = await get_effective_prompt(db, DATASOURCE_MAPPING_PROMPT_KEY)
             response = await ai_client.analyze(
                 SituationalAnalysisRequest(
                     title=f"Generate datasource mapping for {schema.key}",
-                    objective=(
-                        "Return only JSON for a deterministic mapping DSL. "
-                        "The JSON must contain source.items_path and fields. "
-                        "Do not include prose or code."
-                    ),
+                    objective=prompt.prompt,
+                    system_prompt=prompt.system_prompt or None,
                     context={
                         "target_schema": schema.to_dict(),
                         "sample_payload": redacted_sample,
@@ -867,6 +963,8 @@ async def update_datasource_mapping(
 @router.post("/{config_id}/run-mapped")
 async def run_mapped_datasource(
     config_id: int,
+    background: bool = Query(False, description="For WebSocket sources, start a background stream task."),
+    debug_max_messages: int | None = Query(None, ge=1),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
@@ -875,20 +973,24 @@ async def run_mapped_datasource(
     if not datasource:
         raise HTTPException(status_code=404, detail="Configuration not found")
 
-    result = await db.execute(
-        select(DataSourceMappingTemplate)
-        .where(DataSourceMappingTemplate.datasource_config_id == config_id)
-        .where(DataSourceMappingTemplate.is_active.is_(True))
-        .order_by(DataSourceMappingTemplate.version.desc())
-        .limit(1)
-    )
-    mapping = result.scalar_one_or_none()
-    if not mapping:
-        raise HTTPException(status_code=404, detail="No active mapping template found")
-
     try:
-        sample = await fetch_custom_sample_from_config(datasource, 5_000_000)
-        mapped = execute_mapping(sample, mapping.mapping_json, mapping.target_schema)
+        if str(datasource.source_type or "").lower() in {"websocket", "ws"}:
+            if background and debug_max_messages is None:
+                started = start_custom_stream(config_id)
+                if not started:
+                    raise HTTPException(status_code=409, detail="Custom WebSocket source is already running")
+                return {
+                    "status": "started",
+                    "datasource_config_id": config_id,
+                    "stream": get_custom_stream_status(config_id),
+                }
+            return await run_mapped_websocket_config(
+                db,
+                datasource,
+                debug_max_messages=debug_max_messages,
+            )
+
+        return await run_mapped_rest_config(db, datasource)
     except httpx.HTTPStatusError as exc:
         raise HTTPException(
             status_code=exc.response.status_code,
@@ -896,36 +998,26 @@ async def run_mapped_datasource(
         ) from exc
     except httpx.HTTPError as exc:
         raise HTTPException(status_code=502, detail=f"Datasource request failed: {exc}") from exc
-    except (MappingError, ValueError) as exc:
+    except (CustomDatasourceRuntimeError, MappingError, ValueError) as exc:
         raise HTTPException(status_code=400, detail=f"Mapping failed: {exc}") from exc
 
-    if mapped["failed_count"] > 0:
-        return {
-            "status": "failed",
-            "datasource_config_id": config_id,
-            "mapping_id": mapping.id,
-            "mapping_version": mapping.version,
-            "target_schema": mapping.target_schema,
-            "mapped_count": mapped["mapped_count"],
-            "failed_count": mapped["failed_count"],
-            "errors": mapped["errors"][:20],
-        }
 
-    written_count = await persist_mapped_records(
-        db,
-        datasource_name=datasource.name,
-        datasource_config_id=datasource.id,
-        target_schema=mapping.target_schema,
-        records=mapped["records"],
-        mapping_version=mapping.version,
-    )
+@router.post("/{config_id}/stop-mapped")
+async def stop_mapped_datasource(
+    config_id: int,
+    current_user: User = Depends(get_current_user),
+):
+    stopped = await stop_custom_stream(config_id)
     return {
-        "status": "success",
+        "status": "stopped" if stopped else "not_running",
         "datasource_config_id": config_id,
-        "mapping_id": mapping.id,
-        "mapping_version": mapping.version,
-        "target_schema": mapping.target_schema,
-        "fetched_count": mapped["total_items"],
-        "mapped_count": mapped["mapped_count"],
-        "written_count": written_count,
+        "stream": get_custom_stream_status(config_id),
     }
+
+
+@router.get("/{config_id}/stream-status")
+async def get_mapped_stream_status(
+    config_id: int,
+    current_user: User = Depends(get_current_user),
+):
+    return get_custom_stream_status(config_id)

backend/app/api/v1/datasources.py

@@ -3,7 +3,8 @@ from datetime import datetime, timedelta, timezone
 from typing import Optional
 
 from fastapi import APIRouter, Depends, HTTPException, Query
-from sqlalchemy import func, select, text
+from pydantic import BaseModel, Field
+from sqlalchemy import func, or_, select, text
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.core.time import to_iso8601_utc
@@ -17,6 +18,8 @@ from app.models.datasource import DataSource
 from app.models.datasource_config import DataSourceConfig
 from app.models.task import CollectionTask
 from app.models.user import User
+from app.models.vessel import AISRawObservation
+from app.services.vessel_ais_aggregation import VESSEL_AIS_SCHEMA
 from app.services.scheduler import (
     cancel_running_collector_now,
     get_latest_task_id_for_datasource,
@@ -27,6 +30,29 @@ from app.services.scheduler import (
 router = APIRouter()
 STALE_RUNNING_TASK_TIMEOUT_MINUTES = 90
 
+PRODUCT_SOURCE_KEYWORDS: tuple[tuple[str, tuple[str, ...]], ...] = (
+    ("vessels", ("vessel", "ais")),
+    ("cables", ("cable", "landing", "telegeography", "arcgis", "fao")),
+    ("satellites", ("tle", "satellite", "spacetrack", "celestrak")),
+    ("bgp", ("bgp", "asn", "prefix_geo", "opengeofeed", "nro")),
+    ("compute", ("top500", "gpu", "supercomputer", "compute")),
+    ("ai", ("huggingface", "epoch_ai")),
+    ("media", ("news", "tv", "live_stream")),
+)
+
+
+class DatasourceBatchTriggerRequest(BaseModel):
+    source_ids: list[int] = Field(default_factory=list)
+    force: bool = False
+    module: Optional[str] = None
+    product: Optional[str] = None
+    is_active: Optional[bool] = None
+    priority: Optional[str] = None
+    run_status: Optional[str] = None
+    collected: Optional[bool] = None
+    credential_status: Optional[str] = None
+    q: Optional[str] = None
+
 
 def format_frequency_label(minutes: int) -> str:
     if minutes % 1440 == 0:
@@ -47,6 +73,20 @@ def datasource_metadata(source: str) -> dict:
     }
 
 
+def datasource_product_key(datasource: DataSource) -> str:
+    haystack = " ".join(
+        [
+            datasource.source or "",
+            datasource.name or "",
+            datasource.collector_class or "",
+        ]
+    ).lower()
+    for product, keywords in PRODUCT_SOURCE_KEYWORDS:
+        if any(keyword in haystack for keyword in keywords):
+            return product
+    return "other"
+
+
 def is_due_for_collection(datasource: DataSource, now: datetime) -> bool:
     if datasource.last_run_at is None:
         return True
@@ -110,6 +150,68 @@ async def _load_latest_task_ids(
     return {datasource_id: task_id for datasource_id, task_id in result.all()}
 
 
+async def _load_latest_tasks(
+    db: AsyncSession,
+    datasource_ids: list[int],
+) -> dict[int, CollectionTask]:
+    if not datasource_ids:
+        return {}
+
+    ranked_tasks = (
+        select(
+            CollectionTask.id.label("task_id"),
+            CollectionTask.datasource_id.label("datasource_id"),
+            func.row_number().over(
+                partition_by=CollectionTask.datasource_id,
+                order_by=(CollectionTask.created_at.desc().nullslast(), CollectionTask.id.desc()),
+            ).label("row_num"),
+        )
+        .where(CollectionTask.datasource_id.in_(datasource_ids))
+        .subquery()
+    )
+    result = await db.execute(
+        select(CollectionTask)
+        .join(ranked_tasks, CollectionTask.id == ranked_tasks.c.task_id)
+        .where(ranked_tasks.c.row_num == 1)
+    )
+    return {task.datasource_id: task for task in result.scalars().all()}
+
+
+async def _load_collected_record_counts(
+    db: AsyncSession,
+    sources: list[str],
+) -> dict[str, int]:
+    if not sources:
+        return {}
+
+    result = await db.execute(
+        select(CollectedData.source, func.count(CollectedData.id))
+        .where(CollectedData.source.in_(sources))
+        .where(CollectedData.is_current.is_(True))
+        .group_by(CollectedData.source)
+    )
+    counts = {source: int(count or 0) for source, count in result.all()}
+
+    vessel_sources = [
+        source
+        for source in sources
+        if datasource_metadata(source)["credential_provider"] in {"aisstream", "barentswatch"}
+        or "vessel" in source
+        or "ais" in source
+    ]
+    if vessel_sources:
+        raw_result = await db.execute(
+            select(AISRawObservation.source, func.count(AISRawObservation.id))
+            .where(AISRawObservation.target_schema == VESSEL_AIS_SCHEMA)
+            .where(AISRawObservation.source.in_(vessel_sources))
+            .group_by(AISRawObservation.source)
+        )
+        for source, count in raw_result.all():
+            counts[source] = max(counts.get(source, 0), int(count or 0))
+
+    return counts
+
+
 async def _load_datasource_endpoint_overrides(
     db: AsyncSession,
     sources: list[str],
@@ -133,7 +235,7 @@ async def _load_datasource_endpoint_overrides(
 async def _load_datasource_list_context(
     db: AsyncSession,
     datasources: list[DataSource],
-) -> tuple[dict[int, CollectionTask], dict[str, str]]:
+) -> tuple[dict[int, CollectionTask], dict[int, CollectionTask], dict[str, str]]:
     datasource_ids = [datasource.id for datasource in datasources]
     sources = [datasource.source for datasource in datasources]
 
@@ -157,8 +259,204 @@ async def _load_datasource_list_context(
     if stale_datasource_ids:
         running_tasks = await _load_latest_running_tasks(db, datasource_ids)
 
+    latest_tasks = await _load_latest_tasks(db, datasource_ids)
     endpoint_overrides = await _load_datasource_endpoint_overrides(db, sources)
-    return running_tasks, endpoint_overrides
+    return running_tasks, latest_tasks, endpoint_overrides
+
+
+def _apply_datasource_query_filters(
+    query,
+    *,
+    module: Optional[str] = None,
+    is_active: Optional[bool] = None,
+    priority: Optional[str] = None,
+    run_status: Optional[str] = None,
+    q: Optional[str] = None,
+) -> object:
+    if module:
+        query = query.where(DataSource.module == module)
+    if is_active is not None:
+        query = query.where(DataSource.is_active == is_active)
+    if priority:
+        query = query.where(DataSource.priority == priority)
+    if q:
+        like_value = f"%{q.strip()}%"
+        query = query.where(
+            or_(
+                DataSource.name.ilike(like_value),
+                DataSource.source.ilike(like_value),
+                DataSource.collector_class.ilike(like_value),
+            )
+        )
+    return query
+
+
+def _filter_datasources_in_memory(
+    datasources: list[DataSource],
+    *,
+    running_tasks: dict[int, CollectionTask],
+    latest_tasks: dict[int, CollectionTask] | None = None,
+    record_counts: dict[str, int],
+    product: Optional[str] = None,
+    run_status: Optional[str] = None,
+    collected: Optional[bool] = None,
+    credential_status: Optional[str] = None,
+) -> list[DataSource]:
+    latest_tasks = latest_tasks or {}
+    filtered: list[DataSource] = []
+    for datasource in datasources:
+        record_count = record_counts.get(datasource.source, 0)
+        latest_task = latest_tasks.get(datasource.id)
+        effective_status = (
+            "running"
+            if datasource.id in running_tasks
+            else latest_task.status
+            if latest_task is not None
+            else datasource.last_status
+        )
+        if product and datasource_product_key(datasource) != product:
+            continue
+        if collected is not None and (record_count > 0) != collected:
+            continue
+        if credential_status:
+            metadata = datasource_metadata(datasource.source)
+            if metadata["credential_status"] != credential_status:
+                continue
+        if run_status == "running" and datasource.id not in running_tasks:
+            continue
+        if run_status == "not_run" and effective_status is not None:
+            continue
+        if run_status not in {None, "running", "not_run", "collected", "uncollected"} and effective_status != run_status:
+            continue
+        if run_status == "collected" and record_count <= 0:
+            continue
+        if run_status == "uncollected" and record_count > 0:
+            continue
+        filtered.append(datasource)
+    return filtered
+
+
+async def _trigger_datasource_batch(
+    db: AsyncSession,
+    datasources: list[DataSource],
+    *,
+    force: bool,
+) -> dict:
+    if not datasources:
+        return {
+            "status": "noop",
+            "message": "No matching data sources to trigger",
+            "force": force,
+            "triggered": [],
+            "skipped": [],
+            "failed": [],
+        }
+
+    previous_task_ids: dict[int, Optional[int]] = {}
+    triggered_sources: list[dict] = []
+    skipped_sources: list[dict] = []
+    failed_sources: list[dict] = []
+    now = datetime.now(timezone.utc)
+    running_tasks = await _load_latest_running_tasks(
+        db,
+        [datasource.id for datasource in datasources],
+    )
+
+    for datasource in datasources:
+        if not datasource.is_active:
+            skipped_sources.append(
+                {
+                    "id": datasource.id,
+                    "source": datasource.source,
+                    "name": datasource.name,
+                    "reason": "disabled",
+                }
+            )
+            continue
+
+        running_task = running_tasks.get(datasource.id)
+        if running_task is not None:
+            if not force:
+                skipped_sources.append(
+                    {
+                        "id": datasource.id,
+                        "source": datasource.source,
+                        "name": datasource.name,
+                        "reason": "already_running",
+                        "task_id": running_task.id,
+                    }
+                )
+                continue
+            cancelled = await cancel_running_collector_now(datasource.source)
+            if not cancelled:
+                await rollback_orphaned_running_task(db, datasource, running_task)
+
+        if not force and not is_due_for_collection(datasource, now):
+            skipped_sources.append(
+                {
+                    "id": datasource.id,
+                    "source": datasource.source,
+                    "name": datasource.name,
+                    "reason": "within_frequency_window",
+                    "last_run_at": to_iso8601_utc(datasource.last_run_at),
+                    "next_run_at": to_iso8601_utc(
+                        datasource.last_run_at + timedelta(minutes=datasource.frequency_minutes)
+                    ),
+                }
+            )
+            continue
+
+        previous_task_ids[datasource.id] = None
+        success = run_collector_now(datasource.source)
+        if not success:
+            failed_sources.append(
+                {
+                    "id": datasource.id,
+                    "source": datasource.source,
+                    "name": datasource.name,
+                    "reason": "trigger_failed",
+                }
+            )
+            continue
+
+        triggered_sources.append(
+            {
+                "id": datasource.id,
+                "source": datasource.source,
+                "name": datasource.name,
+                "task_id": None,
+            }
+        )
+
+    latest_task_ids = await _load_latest_task_ids(
+        db,
+        [datasource.id for datasource in datasources],
+    )
+    for datasource_id in previous_task_ids:
+        previous_task_ids[datasource_id] = latest_task_ids.get(datasource_id)
+
+    for _ in range(20):
+        await asyncio.sleep(0.1)
+        pending = [item for item in triggered_sources if item["task_id"] is None]
+        if not pending:
+            break
+        latest_task_ids = await _load_latest_task_ids(
+            db,
+            [item["id"] for item in pending],
+        )
+        for item in pending:
+            task_id = latest_task_ids.get(item["id"])
+            if task_id is not None and task_id != previous_task_ids.get(item["id"]):
+                item["task_id"] = task_id
+
+    return {
+        "status": "triggered" if triggered_sources else "partial",
+        "message": f"Triggered {len(triggered_sources)} data sources",
+        "force": force,
+        "triggered": triggered_sources,
+        "skipped": skipped_sources,
+        "failed": failed_sources,
+    }
 
 
 async def get_datasource_record(db: AsyncSession, source_id: str) -> Optional[DataSource]:
@@ -355,28 +653,49 @@ async def list_datasources(
     module: Optional[str] = None,
     is_active: Optional[bool] = None,
     priority: Optional[str] = None,
+    product: Optional[str] = None,
+    run_status: Optional[str] = None,
+    collected: Optional[bool] = None,
+    credential_status: Optional[str] = None,
+    q: Optional[str] = None,
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
     query = select(DataSource).order_by(DataSource.module, DataSource.id)
-    if module:
-        query = query.where(DataSource.module == module)
-    if is_active is not None:
-        query = query.where(DataSource.is_active == is_active)
-    if priority:
-        query = query.where(DataSource.priority == priority)
+    query = _apply_datasource_query_filters(
+        query,
+        module=module,
+        is_active=is_active,
+        priority=priority,
+        run_status=run_status,
+        q=q,
+    )
 
     result = await db.execute(query)
     datasources = result.scalars().all()
 
     collector_list = []
     config = get_data_sources_config()
-    running_tasks, endpoint_overrides = await _load_datasource_list_context(db, datasources)
+    running_tasks, latest_tasks, endpoint_overrides = await _load_datasource_list_context(db, datasources)
+    record_counts = await _load_collected_record_counts(db, [datasource.source for datasource in datasources])
+    datasources = _filter_datasources_in_memory(
+        datasources,
+        running_tasks=running_tasks,
+        latest_tasks=latest_tasks,
+        record_counts=record_counts,
+        product=product,
+        run_status=run_status,
+        collected=collected,
+        credential_status=credential_status,
+    )
     for datasource in datasources:
         running_task = running_tasks.get(datasource.id)
+        latest_task = latest_tasks.get(datasource.id)
+        display_task = running_task or latest_task
         endpoint = endpoint_overrides.get(datasource.source) or config.get_yaml_url(datasource.source)
-        last_run_at = datasource.last_run_at
-        last_status = datasource.last_status
+        last_run_at = datasource.last_run_at or (latest_task.completed_at if latest_task else None)
+        last_status = datasource.last_status or (latest_task.status if latest_task else None)
+        collected_records = record_counts.get(datasource.source, 0)
 
         collector_list.append(
             {
@@ -384,6 +703,7 @@ async def list_datasources(
                 "source": datasource.source,
                 "name": datasource.name,
                 **datasource_metadata(datasource.source),
+                "product": datasource_product_key(datasource),
                 "module": datasource.module,
                 "priority": datasource.priority,
                 "frequency": format_frequency_label(datasource.frequency_minutes),
@@ -395,11 +715,19 @@ async def list_datasources(
                 "last_run_at": to_iso8601_utc(last_run_at),
                 "last_status": last_status,
                 "is_running": running_task is not None,
-                "task_id": running_task.id if running_task else None,
-                "progress": running_task.progress if running_task else None,
-                "phase": running_task.phase if running_task else None,
-                "records_processed": running_task.records_processed if running_task else None,
-                "total_records": running_task.total_records if running_task else None,
+                "task_id": display_task.id if display_task else None,
+                "progress": display_task.progress if display_task else None,
+                "phase": display_task.phase if display_task else None,
+                "phase_progress": display_task.phase_progress if display_task else None,
+                "phase_message": display_task.phase_message if display_task else None,
+                "phase_current": display_task.phase_current if display_task else None,
+                "phase_total": display_task.phase_total if display_task else None,
+                "phase_unit": display_task.phase_unit if display_task else None,
+                "records_processed": display_task.records_processed if display_task else None,
+                "total_records": display_task.total_records if display_task else None,
+                "error_message": display_task.error_message if display_task else None,
+                "collected_records": collected_records,
+                "has_collected_data": collected_records > 0,
             }
         )
 
@@ -414,110 +742,47 @@ async def trigger_all_datasources(
 ):
     result = await db.execute(
         select(DataSource)
-        .where(DataSource.is_active == True)
+        .where(DataSource.is_active.is_(True))
         .order_by(DataSource.module, DataSource.id)
     )
     datasources = result.scalars().all()
+    return await _trigger_datasource_batch(db, datasources, force=force)
 
-    if not datasources:
-        return {
-            "status": "noop",
-            "message": "No active data sources to trigger",
-            "triggered": [],
-            "skipped": [],
-            "failed": [],
-        }
 
-    previous_task_ids: dict[int, Optional[int]] = {}
-    triggered_sources: list[dict] = []
-    skipped_sources: list[dict] = []
-    failed_sources: list[dict] = []
-    now = datetime.now(timezone.utc)
-    running_tasks = await _load_latest_running_tasks(
-        db,
-        [datasource.id for datasource in datasources],
-    )
-
-    for datasource in datasources:
-        running_task = running_tasks.get(datasource.id)
-        if running_task is not None:
-            skipped_sources.append(
-                {
-                    "id": datasource.id,
-                    "source": datasource.source,
-                    "name": datasource.name,
-                    "reason": "already_running",
-                    "task_id": running_task.id,
-                }
-            )
-            continue
-
-        if not force and not is_due_for_collection(datasource, now):
-            skipped_sources.append(
-                {
-                    "id": datasource.id,
-                    "source": datasource.source,
-                    "name": datasource.name,
-                    "reason": "within_frequency_window",
-                    "last_run_at": to_iso8601_utc(datasource.last_run_at),
-                    "next_run_at": to_iso8601_utc(
-                        datasource.last_run_at + timedelta(minutes=datasource.frequency_minutes)
-                    ),
-                }
-            )
-            continue
-
-        previous_task_ids[datasource.id] = None
-        success = run_collector_now(datasource.source)
-        if not success:
-            failed_sources.append(
-                {
-                    "id": datasource.id,
-                    "source": datasource.source,
-                    "name": datasource.name,
-                    "reason": "trigger_failed",
-                }
-            )
-            continue
-
-        triggered_sources.append(
-            {
-                "id": datasource.id,
-                "source": datasource.source,
-                "name": datasource.name,
-                "task_id": None,
-            }
+@router.post("/trigger-batch")
+async def trigger_datasource_batch(
+    payload: DatasourceBatchTriggerRequest,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    query = select(DataSource).order_by(DataSource.module, DataSource.id)
+    if payload.source_ids:
+        query = query.where(DataSource.id.in_(payload.source_ids))
+    else:
+        query = _apply_datasource_query_filters(
+            query,
+            module=payload.module,
+            is_active=payload.is_active,
+            priority=payload.priority,
+            run_status=payload.run_status,
+            q=payload.q,
         )
 
-    latest_task_ids = await _load_latest_task_ids(
-        db,
-        [datasource.id for datasource in datasources],
+    result = await db.execute(query)
+    datasources = result.scalars().all()
+    running_tasks, latest_tasks, _ = await _load_datasource_list_context(db, datasources)
+    record_counts = await _load_collected_record_counts(db, [datasource.source for datasource in datasources])
+    datasources = _filter_datasources_in_memory(
+        datasources,
+        running_tasks=running_tasks,
+        latest_tasks=latest_tasks,
+        record_counts=record_counts,
+        product=None if payload.source_ids else payload.product,
+        run_status=None if payload.source_ids else payload.run_status,
+        collected=None if payload.source_ids else payload.collected,
+        credential_status=None if payload.source_ids else payload.credential_status,
     )
-    for datasource_id in previous_task_ids:
-        previous_task_ids[datasource_id] = latest_task_ids.get(datasource_id)
-
-    for _ in range(20):
-        await asyncio.sleep(0.1)
-        pending = [item for item in triggered_sources if item["task_id"] is None]
-        if not pending:
-            break
-        latest_task_ids = await _load_latest_task_ids(
-            db,
-            [item["id"] for item in pending],
-        )
-        for item in pending:
-            task_id = latest_task_ids.get(item["id"])
-            if task_id is not None and task_id != previous_task_ids.get(item["id"]):
-                item["task_id"] = task_id
-
-    return {
-        "status": "triggered" if triggered_sources else "partial",
-        "message": f"Triggered {len(triggered_sources)} data sources",
-        "force": force,
-        "triggered": triggered_sources,
-        "skipped": skipped_sources,
-        "failed": failed_sources,
-    }
+    return await _trigger_datasource_batch(db, datasources, force=payload.force)
 
 
 @router.get("/{source_id}")
@@ -626,6 +891,11 @@ async def trigger_datasource(
                 "message": "当前采集任务尚未完成，重新触发会丢失本次未完成进度。是否强制重新采集？",
                 "task_id": running_task.id,
                 "phase": running_task.phase,
+                "phase_progress": running_task.phase_progress,
+                "phase_message": running_task.phase_message,
+                "phase_current": running_task.phase_current,
+                "phase_total": running_task.phase_total,
+                "phase_unit": running_task.phase_unit,
                 "progress": running_task.progress,
                 "records_processed": running_task.records_processed,
                 "total_records": running_task.total_records,
@@ -707,16 +977,41 @@ async def get_task_status(
             raise HTTPException(status_code=404, detail="Task not found")
     else:
         task = await get_running_task(db, datasource.id)
+        if task is None:
+            result = await db.execute(
+                select(CollectionTask)
+                .where(CollectionTask.datasource_id == datasource.id)
+                .order_by(CollectionTask.created_at.desc().nullslast(), CollectionTask.id.desc())
+                .limit(1)
+            )
+            task = result.scalar_one_or_none()
 
     if not task:
-        return {"is_running": False, "task_id": None, "progress": None, "phase": None, "status": "idle"}
+        return {
+            "is_running": False,
+            "task_id": None,
+            "progress": None,
+            "phase": None,
+            "phase_progress": None,
+            "phase_message": None,
+            "phase_current": None,
+            "phase_total": None,
+            "phase_unit": None,
+            "status": "idle",
+        }
 
     return {
         "is_running": task.status == "running",
         "task_id": task.id,
         "progress": task.progress,
         "phase": task.phase,
+        "phase_progress": task.phase_progress,
+        "phase_message": task.phase_message,
+        "phase_current": task.phase_current,
+        "phase_total": task.phase_total,
+        "phase_unit": task.phase_unit,
         "records_processed": task.records_processed,
         "total_records": task.total_records,
         "status": task.status,
+        "error_message": task.error_message,
     }

backend/app/api/v1/docs.py

@@ -0,0 +1,102 @@
+"""Authenticated documentation APIs."""
+
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
+from sqlalchemy import text
+
+from app.core.security import decode_token
+from app.db.session import async_session_factory
+from app.models.user import User
+from app.services.docs_gatekeeper import (
+    DOCS_BY_SLUG,
+    VALID_DOCS_LANGS,
+    can_read_doc,
+    catalog_for_user,
+    doc_path_for,
+    title_for,
+)
+
+router = APIRouter()
+optional_bearer = HTTPBearer(auto_error=False)
+
+
+async def get_optional_current_user(
+    credentials: HTTPAuthorizationCredentials | None = Depends(optional_bearer),
+) -> User | None:
+    if credentials is None:
+        return None
+
+    payload = decode_token(credentials.credentials)
+    if payload is None or payload.get("type") != "access" or payload.get("sub") is None:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Invalid token",
+        )
+
+    async with async_session_factory() as db:
+        result = await db.execute(
+            text(
+                "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups FROM users WHERE id = :id"
+            ),
+            {"id": int(payload["sub"])},
+        )
+        row = result.fetchone()
+    if row is None or not row[5]:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="User not found or inactive",
+        )
+
+    user = User()
+    user.id = row[0]
+    user.username = row[1]
+    user.email = row[2]
+    user.password_hash = row[3]
+    user.role = row[4]
+    user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
+    return user
+
+
+@router.get("/catalog")
+async def get_docs_catalog(current_user: User | None = Depends(get_optional_current_user)):
+    return {
+        "items": catalog_for_user(current_user),
+        "authenticated": current_user is not None,
+    }
+
+
+@router.get("/{lang}/{slug}")
+async def get_doc_content(
+    lang: str,
+    slug: str,
+    current_user: User | None = Depends(get_optional_current_user),
+):
+    if lang not in VALID_DOCS_LANGS:
+        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Document not found")
+
+    entry = DOCS_BY_SLUG.get(slug)
+    if entry is None:
+        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Document not found")
+
+    path = doc_path_for(entry, lang)
+    if not path.exists():
+        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Document not found")
+
+    if not can_read_doc(entry, current_user):
+        if current_user is None:
+            raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail="Authentication required")
+        raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail="Insufficient Docs permissions")
+
+    return {
+        "slug": entry.slug,
+        "filename": entry.filename,
+        "lang": lang,
+        "title": title_for(entry, lang),
+        "group": entry.group,
+        "order": entry.order,
+        "access": entry.access,
+        "markdown": path.read_text(encoding="utf-8"),
+    }

backend/app/api/v1/earth.py

@@ -0,0 +1,247 @@
+"""Earth asset management APIs."""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Any
+from uuid import uuid4
+
+from fastapi import APIRouter, Depends, File, HTTPException, Request, UploadFile, status
+from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
+from pydantic import BaseModel, Field
+from sqlalchemy import delete, select, text
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.security import decode_token, get_current_user, redis_client
+from app.db.session import get_db
+from app.models.system_setting import SystemSetting
+from app.models.user import User
+from app.services.earth_boundaries import (
+    EarthBoundaryBuildError,
+    get_boundary_build_status,
+    get_boundary_status,
+    save_boundary_config,
+    start_boundary_build_job,
+)
+
+
+router = APIRouter()
+optional_bearer = HTTPBearer(auto_error=False)
+REPO_ROOT = Path(__file__).resolve().parents[4]
+EARTH_BRAND_ASSET_DIR = REPO_ROOT / "data" / "earth-brand"
+EARTH_BRAND_ASSET_URL_PREFIX = "/earth-brand-assets"
+EARTH_BRAND_CATEGORY = "earth_brand"
+MAX_EARTH_BRAND_ASSET_BYTES = 3 * 1024 * 1024
+ALLOWED_EARTH_BRAND_EXTENSIONS = {".png", ".jpg", ".jpeg", ".webp", ".svg"}
+
+DEFAULT_EARTH_BRAND = {
+    "logo_src": "/earth/assets/brand/earth-logo.png",
+    "title_src": "/earth/assets/brand/title-zh.png",
+    "title_text": "智能星球计划",
+    "subtitle": "现实层宇宙全息感知系统",
+    "description": "卫星 · 海底光缆 · 算力基础设施",
+    "aria_label": "智能星球计划品牌标识",
+    "title_alt": "智能星球计划",
+}
+
+
+class EarthBoundaryConfigPayload(BaseModel):
+    config: dict[str, Any] = Field(default_factory=dict)
+
+
+class EarthBrandPayload(BaseModel):
+    logo_src: str = Field(default=DEFAULT_EARTH_BRAND["logo_src"], max_length=1000)
+    title_src: str = Field(default=DEFAULT_EARTH_BRAND["title_src"], max_length=1000)
+    title_text: str = Field(default=DEFAULT_EARTH_BRAND["title_text"], max_length=120)
+    subtitle: str = Field(default=DEFAULT_EARTH_BRAND["subtitle"], max_length=160)
+    description: str = Field(default=DEFAULT_EARTH_BRAND["description"], max_length=200)
+    aria_label: str = Field(default=DEFAULT_EARTH_BRAND["aria_label"], max_length=200)
+    title_alt: str = Field(default=DEFAULT_EARTH_BRAND["title_alt"], max_length=200)
+
+
+def _normalize_earth_brand_payload(payload: dict[str, Any] | None) -> dict[str, str]:
+    merged = DEFAULT_EARTH_BRAND.copy()
+    if payload:
+        for key in DEFAULT_EARTH_BRAND:
+            value = payload.get(key)
+            if value is not None:
+                merged[key] = str(value).strip()
+
+    if not merged["title_text"]:
+        merged["title_text"] = DEFAULT_EARTH_BRAND["title_text"]
+    if not merged["aria_label"]:
+        merged["aria_label"] = merged["title_text"]
+    if not merged["title_alt"]:
+        merged["title_alt"] = merged["title_text"]
+    return merged
+
+
+async def _get_earth_brand_record(db: AsyncSession) -> SystemSetting | None:
+    result = await db.execute(
+        select(SystemSetting).where(SystemSetting.category == EARTH_BRAND_CATEGORY)
+    )
+    return result.scalar_one_or_none()
+
+
+async def _get_earth_brand_payload(db: AsyncSession) -> dict[str, Any]:
+    record = await _get_earth_brand_record(db)
+    return {
+        "brand": _normalize_earth_brand_payload(record.payload if record else None),
+        "is_default": record is None,
+    }
+
+
+@router.get("/brand")
+async def get_earth_brand(db: AsyncSession = Depends(get_db)):
+    return await _get_earth_brand_payload(db)
+
+
+@router.put("/brand")
+async def update_earth_brand(
+    payload: EarthBrandPayload,
+    _current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    normalized = _normalize_earth_brand_payload(payload.model_dump())
+    record = await _get_earth_brand_record(db)
+    if record is None:
+        record = SystemSetting(category=EARTH_BRAND_CATEGORY, payload=normalized)
+        db.add(record)
+    else:
+        record.payload = normalized
+    await db.commit()
+    await db.refresh(record)
+    return {"status": "updated", "brand": _normalize_earth_brand_payload(record.payload), "is_default": False}
+
+
+@router.delete("/brand")
+@router.post("/brand/reset")
+async def reset_earth_brand(
+    _current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    await db.execute(delete(SystemSetting).where(SystemSetting.category == EARTH_BRAND_CATEGORY))
+    await db.commit()
+    return {"status": "reset", "brand": DEFAULT_EARTH_BRAND.copy(), "is_default": True}
+
+
+@router.post("/brand/assets")
+async def upload_earth_brand_asset(
+    file: UploadFile = File(...),
+    _current_user: User = Depends(get_current_user),
+):
+    original_name = file.filename or ""
+    extension = Path(original_name).suffix.lower()
+    if extension not in ALLOWED_EARTH_BRAND_EXTENSIONS:
+        raise HTTPException(
+            status_code=400,
+            detail={
+                "code": "unsupported_file_type",
+                "message": "Only png, jpg, jpeg, webp, and svg brand assets are supported.",
+            },
+        )
+
+    content = await file.read(MAX_EARTH_BRAND_ASSET_BYTES + 1)
+    if len(content) > MAX_EARTH_BRAND_ASSET_BYTES:
+        raise HTTPException(
+            status_code=400,
+            detail={
+                "code": "file_too_large",
+                "message": "Brand asset must be 3 MB or smaller.",
+            },
+        )
+
+    EARTH_BRAND_ASSET_DIR.mkdir(parents=True, exist_ok=True)
+    safe_name = f"{uuid4().hex}{extension}"
+    destination = EARTH_BRAND_ASSET_DIR / safe_name
+    destination.write_bytes(content)
+    asset_url = f"{EARTH_BRAND_ASSET_URL_PREFIX}/{safe_name}"
+    return {"url": asset_url, "filename": safe_name, "content_type": file.content_type}
+
+
+@router.get("/boundaries/status")
+async def get_earth_boundary_status():
+    return get_boundary_status()
+
+
+async def _get_optional_current_user(
+    credentials: HTTPAuthorizationCredentials | None = Depends(optional_bearer),
+    db: AsyncSession = Depends(get_db),
+) -> User | None:
+    if credentials is None:
+        return None
+    token = credentials.credentials
+    if redis_client.sismember("blacklisted_tokens", token):
+        return None
+    payload = decode_token(token)
+    if payload is None or payload.get("type") != "access":
+        return None
+    user_id = payload.get("sub")
+    if user_id is None:
+        return None
+    result = await db.execute(
+        text(
+            "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups FROM users WHERE id = :id"
+        ),
+        {"id": int(user_id)},
+    )
+    row = result.fetchone()
+    if row is None or not row[5]:
+        return None
+    user = User()
+    user.id = row[0]
+    user.username = row[1]
+    user.email = row[2]
+    user.password_hash = row[3]
+    user.role = row[4]
+    user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
+    return user
+
+
+def _is_loopback_request(request: Request) -> bool:
+    host = request.client.host if request.client else ""
+    return host in {"127.0.0.1", "::1", "localhost"} or host.startswith("127.")
+
+
+def _require_local_or_user(request: Request, user: User | None) -> None:
+    if user is not None or _is_loopback_request(request):
+        return
+    raise HTTPException(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        detail="Authentication required outside localhost",
+    )
+
+
+@router.put("/boundaries/config")
+async def update_earth_boundary_config(
+    payload: EarthBoundaryConfigPayload,
+    _current_user: User = Depends(get_current_user),
+):
+    try:
+        return save_boundary_config(payload.config)
+    except EarthBoundaryBuildError as exc:
+        raise HTTPException(
+            status_code=400,
+            detail={"code": exc.code, "message": str(exc), "details": exc.details},
+        ) from exc
+
+
+@router.post("/boundaries/build")
+async def build_earth_boundary_assets(
+    request: Request,
+    current_user: User | None = Depends(_get_optional_current_user),
+):
+    _require_local_or_user(request, current_user)
+    try:
+        return await start_boundary_build_job()
+    except EarthBoundaryBuildError as exc:
+        raise HTTPException(
+            status_code=400,
+            detail={"code": exc.code, "message": str(exc), "details": exc.details},
+        ) from exc
+
+
+@router.get("/boundaries/build/status")
+async def get_earth_boundary_build_status():
+    return get_boundary_build_status()

backend/app/api/v1/layers.py

@@ -0,0 +1,231 @@
+from typing import Any, Optional
+
+from fastapi import APIRouter, Depends, HTTPException, Query, Response
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.api.v1.visualization import (
+    _parse_bbox,
+    get_bgp_anomalies_geojson,
+    get_bgp_collectors_geojson,
+    get_bgp_incidents_geojson,
+    get_cables_geojson,
+    get_landing_points_geojson,
+    get_satellites_geojson,
+)
+from app.api.v1.vessels import build_vessel_snapshot_response
+from app.db.session import get_db
+
+router = APIRouter()
+
+DEFAULT_LAYER_LIMIT = 1000
+MAX_LAYER_LIMIT = 5000
+LOW_ZOOM_FEATURE_LIMIT = 500
+
+
+def _clamp_limit(limit: int, zoom: int) -> tuple[int, bool]:
+    clamped = min(max(limit, 1), MAX_LAYER_LIMIT)
+    if zoom <= 3:
+        return min(clamped, LOW_ZOOM_FEATURE_LIMIT), clamped != limit or clamped > LOW_ZOOM_FEATURE_LIMIT
+    return clamped, clamped != limit
+
+
+def _coordinate_in_bbox(coord: Any, bbox: tuple[float, float, float, float]) -> bool:
+    if not isinstance(coord, (list, tuple)) or len(coord) < 2:
+        return False
+    try:
+        lon = float(coord[0])
+        lat = float(coord[1])
+    except (TypeError, ValueError):
+        return False
+    lon_min, lat_min, lon_max, lat_max = bbox
+    return lon_min <= lon <= lon_max and lat_min <= lat <= lat_max
+
+
+def _geometry_intersects_bbox(geometry: dict, bbox: tuple[float, float, float, float]) -> bool:
+    coordinates = geometry.get("coordinates")
+    geometry_type = geometry.get("type")
+    if geometry_type == "Point":
+        return _coordinate_in_bbox(coordinates, bbox)
+    if geometry_type in {"LineString", "MultiPoint"}:
+        return any(_coordinate_in_bbox(coord, bbox) for coord in coordinates or [])
+    if geometry_type in {"Polygon", "MultiLineString"}:
+        return any(
+            _coordinate_in_bbox(coord, bbox)
+            for line in coordinates or []
+            for coord in line
+        )
+    if geometry_type == "MultiPolygon":
+        return any(
+            _coordinate_in_bbox(coord, bbox)
+            for polygon in coordinates or []
+            for line in polygon
+            for coord in line
+        )
+    return False
+
+
+def _guard_geojson_layer(
+    geojson: dict,
+    *,
+    bbox: tuple[float, float, float, float],
+    zoom: int,
+    limit: int,
+) -> dict:
+    bounded_limit, limit_clamped = _clamp_limit(limit, zoom)
+    features = [
+        feature
+        for feature in geojson.get("features", [])
+        if _geometry_intersects_bbox(feature.get("geometry") or {}, bbox)
+    ]
+    visible_count = len(features)
+    returned_features = features[:bounded_limit]
+    return {
+        **geojson,
+        "features": returned_features,
+        "visible_count": visible_count,
+        "returned_count": len(returned_features),
+        "diagnostics": {
+            "bbox_limited": True,
+            "limit": bounded_limit,
+            "limit_clamped": limit_clamped,
+            "truncated": visible_count > len(returned_features),
+            "degraded": zoom <= 3 or visible_count > len(returned_features),
+            "stats_scope": "viewport",
+        },
+    }
+
+
+def _parse_layer_bbox(bbox: str) -> tuple[float, float, float, float]:
+    parsed = _parse_bbox(bbox)
+    if parsed is None:
+        raise HTTPException(status_code=400, detail="bbox is required")
+    return parsed
+
+
+@router.get("/vessels/snapshot")
+async def get_vessel_layer_snapshot(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    vessel_type: Optional[str] = Query(None, alias="type"),
+    since_minutes: int = Query(60, ge=1, le=1440),
+    db: AsyncSession = Depends(get_db),
+    response: Response = None,
+):
+    parsed_bbox = _parse_layer_bbox(bbox)
+    return await build_vessel_snapshot_response(
+        db,
+        bbox=parsed_bbox,
+        zoom=zoom,
+        limit=limit,
+        type_filter=vessel_type,
+        since_minutes=since_minutes,
+        response=response,
+    )
+
+
+@router.get("/cables")
+async def get_cable_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    db: AsyncSession = Depends(get_db),
+):
+    return _guard_geojson_layer(
+        await get_cables_geojson(db),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )
+
+
+@router.get("/landing-points")
+async def get_landing_point_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    db: AsyncSession = Depends(get_db),
+):
+    return _guard_geojson_layer(
+        await get_landing_points_geojson(db),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )
+
+
+@router.get("/satellites")
+async def get_satellite_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    db: AsyncSession = Depends(get_db),
+):
+    bounded_limit, _ = _clamp_limit(limit, zoom)
+    return _guard_geojson_layer(
+        await get_satellites_geojson(limit=bounded_limit, db=db),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )
+
+
+@router.get("/bgp/anomalies")
+async def get_bgp_anomaly_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    severity: Optional[str] = Query(None),
+    status: Optional[str] = Query("active"),
+    db: AsyncSession = Depends(get_db),
+):
+    bounded_limit, _ = _clamp_limit(limit, zoom)
+    return _guard_geojson_layer(
+        await get_bgp_anomalies_geojson(
+            severity=severity,
+            status=status,
+            limit=bounded_limit,
+            db=db,
+        ),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )
+
+
+@router.get("/bgp/incidents")
+async def get_bgp_incident_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    severity: Optional[str] = Query(None),
+    status: Optional[str] = Query("active"),
+    db: AsyncSession = Depends(get_db),
+):
+    bounded_limit, _ = _clamp_limit(limit, zoom)
+    return _guard_geojson_layer(
+        await get_bgp_incidents_geojson(
+            severity=severity,
+            status=status,
+            limit=min(bounded_limit, 500),
+            db=db,
+        ),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )
+
+
+@router.get("/bgp/collectors")
+async def get_bgp_collector_layer(
+    bbox: str = Query(..., description="lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20),
+    limit: int = Query(DEFAULT_LAYER_LIMIT, ge=1),
+    db: AsyncSession = Depends(get_db),
+):
+    return _guard_geojson_layer(
+        await get_bgp_collectors_geojson(db),
+        bbox=_parse_layer_bbox(bbox),
+        zoom=zoom,
+        limit=limit,
+    )

backend/app/api/v1/news.py

@@ -1,5 +1,7 @@
-from fastapi import APIRouter, Query
+from fastapi import APIRouter, Depends, Query
+from sqlalchemy.ext.asyncio import AsyncSession
 
+from app.db.session import get_db
 from app.services.earth_news import get_earth_news_payload
 
 router = APIRouter()
@@ -9,5 +11,6 @@ router = APIRouter()
 async def get_earth_feed(
     lat: float | None = Query(None, description="Current Earth view center latitude"),
     lon: float | None = Query(None, description="Current Earth view center longitude"),
+    db: AsyncSession = Depends(get_db),
 ):
-    return await get_earth_news_payload(lat=lat, lon=lon)
+    return await get_earth_news_payload(lat=lat, lon=lon, db=db)

backend/app/api/v1/realtime_sources.py

@@ -0,0 +1,280 @@
+"""Realtime datasource operations and runtime statistics."""
+
+from datetime import UTC, datetime, timedelta
+import os
+from typing import Any
+
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy import distinct, func, select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.data_sources import get_data_sources_config
+from app.core.security import get_current_user
+from app.core.time import to_iso8601_utc
+from app.db.session import get_db
+from app.models.datasource import DataSource
+from app.models.datasource_config import DataSourceConfig
+from app.models.user import User
+from app.models.vessel import AISRawObservation, AISSourceHealth
+from app.services.custom_datasource_runtime import (
+    get_custom_stream_status,
+    start_custom_stream,
+    stop_custom_stream,
+)
+from app.services.scheduler import (
+    cancel_running_collector_now,
+    is_collector_running,
+    run_collector_now,
+)
+from app.services.vessel_ais_aggregation import VESSEL_AIS_SCHEMA, update_ais_source_health
+
+router = APIRouter()
+
+BUILTIN_REALTIME_SOURCES = {"aisstream_vessels"}
+REALTIME_SOURCE_TYPES = {"websocket", "ws"}
+
+
+def _is_realtime_config(config: DataSourceConfig) -> bool:
+    return str(config.source_type or "").lower() in REALTIME_SOURCE_TYPES
+
+
+def _safe_config_dict(value: Any) -> dict[str, Any]:
+    return value if isinstance(value, dict) else {}
+
+
+def _credential_configured(config: DataSourceConfig | None) -> bool:
+    if config is not None:
+        auth_config = _safe_config_dict(config.auth_config)
+        config_payload = _safe_config_dict(config.config)
+        if auth_config.get("api_key") or config_payload.get("api_key"):
+            return True
+    return bool(os.getenv("AISSTREAM_API_KEY"))
+
+
+async def _load_realtime_stats(db: AsyncSession, source: str) -> dict[str, Any]:
+    now = datetime.now(UTC)
+    observed_24h = now - timedelta(hours=24)
+    observed_1h = now - timedelta(hours=1)
+    payload_mmsi = AISRawObservation.entity_key
+
+    result = await db.execute(
+        select(
+            func.count(AISRawObservation.id).label("total_observations"),
+            func.count(AISRawObservation.id)
+            .filter(AISRawObservation.observed_at >= observed_24h)
+            .label("observations_24h"),
+            func.count(AISRawObservation.id)
+            .filter(AISRawObservation.observed_at >= observed_1h)
+            .label("observations_1h"),
+            func.count(distinct(payload_mmsi)).label("unique_mmsi_total"),
+            func.count(distinct(payload_mmsi))
+            .filter(AISRawObservation.observed_at >= observed_24h)
+            .label("unique_mmsi_24h"),
+            func.max(AISRawObservation.observed_at).label("latest_observed_at"),
+            func.max(AISRawObservation.collected_at).label("latest_collected_at"),
+        )
+        .where(AISRawObservation.target_schema == VESSEL_AIS_SCHEMA)
+        .where(AISRawObservation.source == source)
+    )
+    row = result.mappings().one()
+    return {
+        "total_observations": int(row["total_observations"] or 0),
+        "observations_24h": int(row["observations_24h"] or 0),
+        "observations_1h": int(row["observations_1h"] or 0),
+        "unique_mmsi_total": int(row["unique_mmsi_total"] or 0),
+        "unique_mmsi_24h": int(row["unique_mmsi_24h"] or 0),
+        "latest_observed_at": to_iso8601_utc(row["latest_observed_at"]),
+        "latest_collected_at": to_iso8601_utc(row["latest_collected_at"]),
+    }
+
+
+def _runtime_status_for_builtin(source: str) -> dict[str, Any]:
+    running = is_collector_running(source)
+    return {
+        "running": running,
+        "done": False,
+        "runtime": "collector",
+    }
+
+
+def _runtime_status_for_custom(config_id: int) -> dict[str, Any]:
+    status = get_custom_stream_status(config_id)
+    return {
+        "running": bool(status.get("running")),
+        "done": bool(status.get("done")),
+        "runtime": "custom_stream",
+    }
+
+
+async def _serialize_builtin_aisstream(
+    db: AsyncSession,
+    datasource: DataSource,
+    config: DataSourceConfig | None,
+) -> dict[str, Any]:
+    health = await db.get(AISSourceHealth, datasource.source)
+    config_payload = _safe_config_dict(config.config if config else {})
+    endpoint = (
+        (config.endpoint if config else None)
+        or get_data_sources_config().get_yaml_url(datasource.source)
+    )
+    return {
+        "source": datasource.source,
+        "name": datasource.name,
+        "display_name": "AISStream 实时船舶",
+        "kind": "builtin",
+        "source_type": "websocket",
+        "endpoint": endpoint,
+        "is_active": bool(datasource.is_active),
+        "credential_configured": _credential_configured(config),
+        "message_types": config_payload.get("message_types") or ["PositionReport", "ShipStaticData"],
+        "bounding_boxes": config_payload.get("bounding_boxes") or [[[-90, -180], [90, 180]]],
+        "config": config_payload,
+        "runtime": _runtime_status_for_builtin(datasource.source),
+        "health": health.to_dict() if health else None,
+        "stats": await _load_realtime_stats(db, datasource.source),
+    }
+
+
+async def _serialize_custom_stream(
+    db: AsyncSession,
+    config: DataSourceConfig,
+) -> dict[str, Any]:
+    health = await db.get(AISSourceHealth, config.name)
+    config_payload = _safe_config_dict(config.config)
+    return {
+        "source": config.name,
+        "name": config.name,
+        "display_name": config.description or config.name,
+        "kind": "custom",
+        "config_id": config.id,
+        "source_type": config.source_type,
+        "endpoint": config.endpoint,
+        "is_active": bool(config.is_active),
+        "credential_configured": config.auth_type == "none" or bool(_safe_config_dict(config.auth_config)),
+        "message_types": config_payload.get("message_types") or [],
+        "bounding_boxes": config_payload.get("bounding_boxes") or [],
+        "config": config_payload,
+        "runtime": _runtime_status_for_custom(config.id),
+        "health": health.to_dict() if health else None,
+        "stats": await _load_realtime_stats(db, config.name),
+    }
+
+
+async def _load_builtin_aisstream(db: AsyncSession) -> tuple[DataSource | None, DataSourceConfig | None]:
+    result = await db.execute(select(DataSource).where(DataSource.source == "aisstream_vessels"))
+    datasource = result.scalar_one_or_none()
+    config_result = await db.execute(
+        select(DataSourceConfig)
+        .where(DataSourceConfig.name == "aisstream_vessels")
+        .where(DataSourceConfig.is_active.is_(True))
+        .order_by(DataSourceConfig.id.desc())
+        .limit(1)
+    )
+    return datasource, config_result.scalar_one_or_none()
+
+
+async def _load_custom_realtime_config(db: AsyncSession, source: str) -> DataSourceConfig | None:
+    result = await db.execute(
+        select(DataSourceConfig)
+        .where(DataSourceConfig.name == source)
+        .order_by(DataSourceConfig.id.desc())
+        .limit(1)
+    )
+    config = result.scalar_one_or_none()
+    return config if config is not None and _is_realtime_config(config) else None
+
+
+@router.get("")
+async def list_realtime_sources(
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    sources: list[dict[str, Any]] = []
+    datasource, builtin_config = await _load_builtin_aisstream(db)
+    if datasource is not None:
+        sources.append(await _serialize_builtin_aisstream(db, datasource, builtin_config))
+
+    custom_result = await db.execute(
+        select(DataSourceConfig)
+        .where(func.lower(DataSourceConfig.source_type).in_(REALTIME_SOURCE_TYPES))
+        .order_by(DataSourceConfig.name)
+    )
+    for config in custom_result.scalars().all():
+        if config.name in BUILTIN_REALTIME_SOURCES:
+            continue
+        sources.append(await _serialize_custom_stream(db, config))
+
+    return {"total": len(sources), "data": sources}
+
+
+async def _ensure_builtin_startable(db: AsyncSession) -> DataSourceConfig | None:
+    datasource, config = await _load_builtin_aisstream(db)
+    if datasource is None:
+        raise HTTPException(status_code=404, detail="Realtime source not found")
+    if not datasource.is_active:
+        raise HTTPException(status_code=400, detail="Realtime source is disabled")
+    if not _credential_configured(config):
+        raise HTTPException(status_code=400, detail="AISStream API key is not configured")
+    return config
+
+
+@router.post("/{source}/start")
+async def start_realtime_source(
+    source: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    if source == "aisstream_vessels":
+        await _ensure_builtin_startable(db)
+        if is_collector_running(source):
+            return {"status": "already_running", "source": source, "runtime": _runtime_status_for_builtin(source)}
+        if not run_collector_now(source):
+            raise HTTPException(status_code=409, detail="Realtime source could not be started")
+        return {"status": "started", "source": source, "runtime": _runtime_status_for_builtin(source)}
+
+    config = await _load_custom_realtime_config(db, source)
+    if config is None:
+        raise HTTPException(status_code=404, detail="Realtime source not found")
+    if not config.is_active:
+        raise HTTPException(status_code=400, detail="Realtime source is disabled")
+    started = start_custom_stream(config.id)
+    return {
+        "status": "started" if started else "already_running",
+        "source": source,
+        "runtime": _runtime_status_for_custom(config.id),
+    }
+
+
+@router.post("/{source}/stop")
+async def stop_realtime_source(
+    source: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    if source == "aisstream_vessels":
+        stopped = await cancel_running_collector_now(source)
+        await update_ais_source_health(db, source=source, connection_state="disconnected", last_error=None)
+        await db.commit()
+        return {"status": "stopped" if stopped else "not_running", "source": source, "runtime": _runtime_status_for_builtin(source)}
+
+    config = await _load_custom_realtime_config(db, source)
+    if config is None:
+        raise HTTPException(status_code=404, detail="Realtime source not found")
+    stopped = await stop_custom_stream(config.id)
+    await update_ais_source_health(db, source=source, connection_state="disconnected", last_error=None)
+    await db.commit()
+    return {
+        "status": "stopped" if stopped else "not_running",
+        "source": source,
+        "runtime": _runtime_status_for_custom(config.id),
+    }
+
+
+@router.post("/{source}/restart")
+async def restart_realtime_source(
+    source: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    await stop_realtime_source(source, current_user=current_user, db=db)
+    return await start_realtime_source(source, current_user=current_user, db=db)

backend/app/api/v1/system_control.py

@@ -35,6 +35,7 @@ from app.services.system_logs import (
     normalize_log_level,
     read_log_snapshot,
 )
+from app.services.earth_layer_cache import earth_layer_cache
 
 router = APIRouter()
 
@@ -112,6 +113,17 @@ class EarthClientLogEventResponse(BaseModel):
     level: str
 
 
+class EarthLayerCacheStatusResponse(BaseModel):
+    prefix: str
+    key_count: int
+    memory_bytes: int
+    layers: dict[str, dict[str, int]]
+
+
+class EarthLayerCacheClearResponse(BaseModel):
+    deleted: int
+
+
 def ensure_super_admin(current_user: User) -> None:
     if not require_super_admin(current_user.role):
         raise HTTPException(
@@ -132,6 +144,34 @@ def validate_log_date(raw_value: str | None, field_name: str) -> str | None:
         ) from exc
 
 
+@router.get("/cache/earth-layers", response_model=EarthLayerCacheStatusResponse)
+async def get_earth_layer_cache_status(
+    current_user: User = Depends(get_current_user),
+):
+    ensure_super_admin(current_user)
+    try:
+        return earth_layer_cache.status()
+    except Exception as exc:
+        raise HTTPException(
+            status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
+            detail=f"Unable to read Earth layer cache status: {exc}",
+        ) from exc
+
+
+@router.delete("/cache/earth-layers", response_model=EarthLayerCacheClearResponse)
+async def clear_earth_layer_cache(
+    current_user: User = Depends(get_current_user),
+):
+    ensure_super_admin(current_user)
+    try:
+        return {"deleted": earth_layer_cache.delete_pattern()}
+    except Exception as exc:
+        raise HTTPException(
+            status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
+            detail=f"Unable to clear Earth layer cache: {exc}",
+        ) from exc
+
+
 @router.post("/restart-tasks", response_model=RestartTaskResponse)
 async def create_restart_task(
     payload: RestartTaskCreate,

backend/app/api/v1/tasks.py

@@ -27,7 +27,9 @@ async def list_tasks(
     offset = (page - 1) * page_size
     query = """
         SELECT ct.id, ct.datasource_id, ds.name as datasource_name, ct.status,
-               ct.started_at, ct.completed_at, ct.records_processed, ct.error_message
+               ct.started_at, ct.completed_at, ct.records_processed, ct.error_message,
+               ct.phase, ct.phase_progress, ct.phase_message, ct.phase_current,
+               ct.phase_total, ct.phase_unit, ct.total_records, ct.progress
         FROM collection_tasks ct
         JOIN data_sources ds ON ct.datasource_id = ds.id
         WHERE 1=1
@@ -66,6 +68,14 @@ async def list_tasks(
                 "completed_at": to_iso8601_utc(t[5]),
                 "records_processed": t[6],
                 "error_message": t[7],
+                "phase": t[8],
+                "phase_progress": t[9],
+                "phase_message": t[10],
+                "phase_current": t[11],
+                "phase_total": t[12],
+                "phase_unit": t[13],
+                "total_records": t[14],
+                "progress": t[15],
             }
             for t in tasks
         ],
@@ -81,7 +91,9 @@ async def get_task(
     result = await db.execute(
         text("""
             SELECT ct.id, ct.datasource_id, ds.name as datasource_name, ct.status,
-                   ct.started_at, ct.completed_at, ct.records_processed, ct.error_message
+                   ct.started_at, ct.completed_at, ct.records_processed, ct.error_message,
+                   ct.phase, ct.phase_progress, ct.phase_message, ct.phase_current,
+                   ct.phase_total, ct.phase_unit, ct.total_records, ct.progress
             FROM collection_tasks ct
             JOIN data_sources ds ON ct.datasource_id = ds.id
             WHERE ct.id = :id
@@ -105,6 +117,14 @@ async def get_task(
         "completed_at": to_iso8601_utc(task[5]),
         "records_processed": task[6],
         "error_message": task[7],
+        "phase": task[8],
+        "phase_progress": task[9],
+        "phase_message": task[10],
+        "phase_current": task[11],
+        "phase_total": task[12],
+        "phase_unit": task[13],
+        "total_records": task[14],
+        "progress": task[15],
     }
 
 

backend/app/api/v1/users.py

@@ -1,3 +1,4 @@
+import json
 from typing import List
 
 from fastapi import APIRouter, Depends, HTTPException, status
@@ -7,10 +8,12 @@ from sqlalchemy import text
 from app.core.security import get_current_user, get_password_hash
 from app.db.session import get_db
 from app.models.user import User
-from app.schemas.user import UserCreate, UserResponse, UserUpdate
+from app.schemas.user import UserCreate, UserUpdate
 
 router = APIRouter()
 
+VALID_GATEKEEPER_GROUPS = {"docs_user", "docs_developer", "docs_admin"}
+
 
 def check_permission(current_user: User, required_roles: List[str]) -> bool:
     user_role_value = (
@@ -52,7 +55,7 @@ async def list_users(
 
     offset = (page - 1) * page_size
     query = text(
-        f"SELECT id, username, email, role, is_active, last_login_at, created_at FROM users WHERE {where_sql} ORDER BY created_at DESC LIMIT {page_size} OFFSET {offset}"
+        f"SELECT id, username, email, role, is_active, last_login_at, created_at, gatekeeper_groups FROM users WHERE {where_sql} ORDER BY created_at DESC LIMIT {page_size} OFFSET {offset}"
     )
     count_query = text(f"SELECT COUNT(*) FROM users WHERE {where_sql}")
 
@@ -75,6 +78,7 @@ async def list_users(
                 "is_active": u[4],
                 "last_login_at": u[5],
                 "created_at": u[6],
+                "gatekeeper_groups": u[7] or [],
             }
             for u in users
         ],
@@ -95,7 +99,7 @@ async def get_user(
 
     result = await db.execute(
         text(
-            "SELECT id, username, email, role, is_active, last_login_at, created_at FROM users WHERE id = :id"
+            "SELECT id, username, email, role, is_active, last_login_at, created_at, gatekeeper_groups FROM users WHERE id = :id"
         ),
         {"id": user_id},
     )
@@ -114,6 +118,7 @@ async def get_user(
         "is_active": user[4],
         "last_login_at": user[5],
         "created_at": user[6],
+        "gatekeeper_groups": user[7] or [],
     }
 
 
@@ -128,6 +133,12 @@ async def create_user(
             status_code=status.HTTP_403_FORBIDDEN,
             detail="Only super_admin can create users",
         )
+    invalid_groups = sorted(set(user_data.gatekeeper_groups) - VALID_GATEKEEPER_GROUPS)
+    if invalid_groups:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=f"Unsupported Gatekeeper groups: {', '.join(invalid_groups)}",
+        )
 
     result = await db.execute(
         text("SELECT id FROM users WHERE username = :username OR email = :email"),
@@ -142,13 +153,14 @@ async def create_user(
     hashed_password = get_password_hash(user_data.password)
 
     await db.execute(
-        text("""INSERT INTO users (username, email, password_hash, role, is_active, created_at, updated_at)
-           VALUES (:username, :email, :password_hash, :role, :is_active, NOW(), NOW())"""),
+        text("""INSERT INTO users (username, email, password_hash, role, gatekeeper_groups, is_active, created_at, updated_at)
+           VALUES (:username, :email, :password_hash, :role, CAST(:gatekeeper_groups AS jsonb), :is_active, NOW(), NOW())"""),
         {
             "username": user_data.username,
             "email": user_data.email,
             "password_hash": hashed_password,
             "role": user_data.role,
+            "gatekeeper_groups": json.dumps(user_data.gatekeeper_groups),
             "is_active": True,
         },
     )
@@ -172,6 +184,7 @@ async def create_user(
         "username": user_data.username,
         "email": user_data.email,
         "role": user_data.role,
+        "gatekeeper_groups": user_data.gatekeeper_groups,
         "is_active": True,
     }
 
@@ -194,6 +207,18 @@ async def update_user(
             status_code=status.HTTP_403_FORBIDDEN,
             detail="Only super_admin can change user role",
         )
+    if not check_permission(current_user, ["super_admin"]) and user_data.gatekeeper_groups is not None:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Only super_admin can change Gatekeeper groups",
+        )
+    if user_data.gatekeeper_groups is not None:
+        invalid_groups = sorted(set(user_data.gatekeeper_groups) - VALID_GATEKEEPER_GROUPS)
+        if invalid_groups:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=f"Unsupported Gatekeeper groups: {', '.join(invalid_groups)}",
+            )
 
     result = await db.execute(
         text("SELECT id FROM users WHERE id = :id"),
@@ -213,6 +238,9 @@ async def update_user(
     if user_data.role is not None:
         update_fields.append("role = :role")
         params["role"] = user_data.role
+    if user_data.gatekeeper_groups is not None:
+        update_fields.append("gatekeeper_groups = CAST(:gatekeeper_groups AS jsonb)")
+        params["gatekeeper_groups"] = json.dumps(user_data.gatekeeper_groups)
     if user_data.is_active is not None:
         update_fields.append("is_active = :is_active")
         params["is_active"] = user_data.is_active

backend/app/api/v1/vessel_aggregation.py

@@ -0,0 +1,132 @@
+"""v4 strategy + v5 conflict-promotion + enrichment APIs for vessel_ais."""
+
+from __future__ import annotations
+
+from typing import Any
+
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.security import get_current_user
+from app.db.session import get_db
+from app.models.user import User
+from app.models.vessel import AISConflictRecord
+from app.services.vessel_aggregation_strategy import (
+    StrategyValidationError,
+    load_strategy,
+    reset_strategy,
+    save_strategy,
+)
+from app.services.vessel_enrichment import (
+    get_vessel_enrichment_bundle,
+    upsert_vessel_media_enrichment,
+    upsert_vessel_profile_enrichment,
+)
+
+router = APIRouter()
+
+
+@router.get("/strategy")
+async def get_aggregation_strategy(db: AsyncSession = Depends(get_db)):
+    return await load_strategy(db)
+
+
+@router.put("/strategy")
+async def put_aggregation_strategy(
+    payload: dict[str, Any],
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    try:
+        return await save_strategy(db, payload)
+    except StrategyValidationError as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+
+@router.delete("/strategy")
+async def reset_aggregation_strategy(
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    return await reset_strategy(db)
+
+
+@router.post("/conflicts/{mmsi}/{field}/promote-to-rule")
+async def promote_conflict_to_rule(
+    mmsi: int,
+    field: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    """Lift the current conflict resolution into a persistent strategy rule."""
+
+    result = await db.execute(
+        select(AISConflictRecord)
+        .where(AISConflictRecord.target_schema == "vessel_ais")
+        .where(AISConflictRecord.entity_key == str(mmsi))
+        .where(AISConflictRecord.field == field)
+        .order_by(AISConflictRecord.updated_at.desc(), AISConflictRecord.id.desc())
+        .limit(1)
+    )
+    record = result.scalar_one_or_none()
+    if record is None or not record.selected_source:
+        raise HTTPException(status_code=404, detail="Conflict record with selected_source not found")
+
+    strategy = await load_strategy(db)
+    vessel_ais = dict(strategy.get("vessel_ais") or {})
+    field_rules = dict(vessel_ais.get("field_rules") or {})
+    field_rules[field] = {"mode": "source_priority", "source_priority": [record.selected_source]}
+    vessel_ais["field_rules"] = field_rules
+
+    incoming = {"version": int(strategy.get("version") or 0), "vessel_ais": vessel_ais}
+    try:
+        return await save_strategy(db, incoming)
+    except StrategyValidationError as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+
+@router.delete("/conflicts/{mmsi}/{field}/promote-to-rule")
+async def revert_conflict_rule(
+    mmsi: int,
+    field: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    strategy = await load_strategy(db)
+    vessel_ais = dict(strategy.get("vessel_ais") or {})
+    field_rules = dict(vessel_ais.get("field_rules") or {})
+    if field in field_rules:
+        del field_rules[field]
+    vessel_ais["field_rules"] = field_rules
+
+    incoming = {"version": int(strategy.get("version") or 0), "vessel_ais": vessel_ais}
+    try:
+        return await save_strategy(db, incoming)
+    except StrategyValidationError as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+
+@router.get("/enrichment/{mmsi}")
+async def get_vessel_enrichment(mmsi: int, db: AsyncSession = Depends(get_db)):
+    return await get_vessel_enrichment_bundle(db, mmsi)
+
+
+@router.put("/enrichment/{mmsi}/profile")
+async def put_vessel_profile_enrichment(
+    mmsi: int,
+    payload: dict[str, Any],
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    return await upsert_vessel_profile_enrichment(db, mmsi=mmsi, payload=payload)
+
+
+@router.put("/enrichment/{mmsi}/media")
+async def put_vessel_media_enrichment(
+    mmsi: int,
+    payload: dict[str, Any],
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    return await upsert_vessel_media_enrichment(db, mmsi=mmsi, payload=payload)

backend/app/api/v1/vessels.py

@@ -0,0 +1,41 @@
+"""Bounded vessel snapshot APIs for viewport-first consumers."""
+
+from typing import Optional
+
+from fastapi import APIRouter, Depends, HTTPException, Query, Response
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.api.v1.visualization import _parse_bbox, build_vessel_snapshot_response
+from app.db.session import get_db
+from app.services.vessel_ais_aggregation import MAX_SNAPSHOT_LIMIT
+
+router = APIRouter()
+
+
+@router.get("/snapshot")
+async def get_vessel_snapshot(
+    bbox: Optional[str] = Query(None, description="Viewport bbox as lon_min,lat_min,lon_max,lat_max"),
+    zoom: int = Query(..., ge=1, le=20, description="Current map zoom level"),
+    type: Optional[str] = Query(
+        None,
+        description="Comma-separated vessel types: cargo,tanker,passenger,fishing,military,other",
+    ),
+    limit: int = Query(1000, ge=1, le=MAX_SNAPSHOT_LIMIT),
+    since_minutes: int = Query(60, ge=1, le=1440),
+    db: AsyncSession = Depends(get_db),
+    response: Response = None,
+):
+    if not bbox:
+        raise HTTPException(status_code=400, detail="bbox is required")
+    parsed_bbox = _parse_bbox(bbox)
+    if parsed_bbox is None:
+        raise HTTPException(status_code=400, detail="bbox is required")
+    return await build_vessel_snapshot_response(
+        db,
+        bbox=parsed_bbox,
+        zoom=zoom,
+        type_filter=type,
+        limit=limit,
+        since_minutes=since_minutes,
+        response=response,
+    )

backend/app/api/v1/websocket.py

@@ -1,7 +1,6 @@
 """WebSocket API endpoints"""
 
 import asyncio
-import json
 from datetime import UTC, datetime
 from typing import Optional
 
@@ -40,16 +39,16 @@ async def authenticate_token(token: str) -> Optional[dict]:
 @router.websocket("/ws")
 async def websocket_endpoint(
     websocket: WebSocket,
-    token: str = Query(...),
+    token: str | None = Query(None),
 ):
     """WebSocket endpoint for real-time data"""
     logger.info_event(
         "WebSocket connection attempt",
         event="auth.websocket.connection_attempt",
-        context={"token_preview": f"{token[:8]}..."},
+        context={"token_preview": f"{token[:8]}..." if token else "anonymous"},
     )
-    payload = await authenticate_token(token)
-    if payload is None:
+    payload = await authenticate_token(token) if token else None
+    if token and payload is None:
         logger.warning_event(
             "WebSocket authentication failed, closing connection",
             event="auth.websocket.connection_rejected",
@@ -57,7 +56,18 @@ async def websocket_endpoint(
         await websocket.close(code=4001)
         return
 
-    user_id = str(payload.get("sub"))
+    is_anonymous = payload is None
+    user_id = str(payload.get("sub")) if payload else f"anonymous:{id(websocket)}"
+    supported_channels = ["vessels", "earth_news"] if is_anonymous else [
+        "gpu_clusters",
+        "submarine_cables",
+        "ixp_nodes",
+        "alerts",
+        "dashboard",
+        "datasource_tasks",
+        "vessels",
+        "earth_news",
+    ]
     await manager.connect(websocket, user_id)
 
     try:
@@ -68,14 +78,7 @@ async def websocket_endpoint(
                     "connection_id": f"conn_{user_id}",
                     "server_version": settings.VERSION,
                     "heartbeat_interval": 30,
-                    "supported_channels": [
-                        "gpu_clusters",
-                        "submarine_cables",
-                        "ixp_nodes",
-                        "alerts",
-                        "dashboard",
-                        "datasource_tasks",
-                    ],
+                    "supported_channels": supported_channels,
                 },
             }
         )
@@ -92,11 +95,53 @@ async def websocket_endpoint(
                         }
                     )
                 elif data.get("type") == "subscribe":
-                    channels = data.get("data", {}).get("channels", [])
+                    payload_data = data.get("data", {})
+                    if not isinstance(payload_data, dict):
+                        payload_data = {}
+                    channels = payload_data.get("channels", [])
+                    if isinstance(channels, str):
+                        channels = [channels]
+                    elif not isinstance(channels, list):
+                        channels = []
+                    channel = payload_data.get("channel")
+                    if channel and channel not in channels:
+                        channels = [*channels, channel]
+                    if is_anonymous:
+                        channels = [channel for channel in channels if channel in supported_channels]
+                    vessel_subscription = None
+                    if "vessels" in channels and "bbox" in payload_data:
+                        try:
+                            vessel_subscription = manager.subscribe_vessels(websocket, payload_data)
+                        except ValueError as exc:
+                            await websocket.send_json(
+                                {
+                                    "type": "subscription_error",
+                                    "data": {"channel": "vessels", "detail": str(exc)},
+                                }
+                            )
+                            continue
+                        channels = [channel for channel in channels if channel != "vessels"]
+                    manager.subscribe(websocket, channels)
                     await websocket.send_json(
                         {
                             "type": "subscription_confirmed",
-                            "data": {"action": "subscribe", "channels": channels},
+                            "data": {
+                                "action": "subscribe",
+                                "channels": [
+                                    *channels,
+                                    *(["vessels"] if vessel_subscription else []),
+                                ],
+                                "vessels": vessel_subscription,
+                            },
+                        }
+                    )
+                elif data.get("type") == "unsubscribe":
+                    channels = data.get("data", {}).get("channels", [])
+                    manager.unsubscribe(websocket, channels)
+                    await websocket.send_json(
+                        {
+                            "type": "subscription_confirmed",
+                            "data": {"action": "unsubscribe", "channels": channels},
                         }
                     )
                 elif data.get("type") == "control_frame":

backend/app/core/collected_data_fields.py

@@ -4,8 +4,8 @@ from typing import Any, Dict, Optional
 FIELD_ALIASES = {
     "country": ("country",),
     "city": ("city",),
-    "latitude": ("latitude",),
-    "longitude": ("longitude",),
+    "latitude": ("latitude", "lat"),
+    "longitude": ("longitude", "lon", "lng"),
     "value": ("value",),
     "unit": ("unit",),
     "cores": ("cores",),
@@ -14,6 +14,28 @@ FIELD_ALIASES = {
     "power": ("power",),
 }
 
+NESTED_FIELD_ALIASES = {
+    "latitude": (
+        ("location", "latitude"),
+        ("location", "lat"),
+        ("geo", "latitude"),
+        ("geo", "lat"),
+        ("coordinates", "latitude"),
+        ("coordinates", "lat"),
+    ),
+    "longitude": (
+        ("location", "longitude"),
+        ("location", "lon"),
+        ("location", "lng"),
+        ("geo", "longitude"),
+        ("geo", "lon"),
+        ("geo", "lng"),
+        ("coordinates", "longitude"),
+        ("coordinates", "lon"),
+        ("coordinates", "lng"),
+    ),
+}
+
 
 def get_metadata_field(metadata: Optional[Dict[str, Any]], field: str, fallback: Any = None) -> Any:
     if isinstance(metadata, dict):
@@ -21,9 +43,34 @@ def get_metadata_field(metadata: Optional[Dict[str, Any]], field: str, fallback:
             value = metadata.get(key)
             if value not in (None, ""):
                 return value
+        for path in NESTED_FIELD_ALIASES.get(field, ()):
+            current: Any = metadata
+            for key in path:
+                if not isinstance(current, dict):
+                    current = None
+                    break
+                current = current.get(key)
+            if current not in (None, ""):
+                return current
+        if field in {"latitude", "longitude"}:
+            value = _get_coordinate_sequence_value(metadata, field)
+            if value not in (None, ""):
+                return value
     return fallback
 
 
+def _get_coordinate_sequence_value(metadata: Dict[str, Any], field: str) -> Any:
+    for key in ("coordinates", "coord", "coords"):
+        value = metadata.get(key)
+        if not isinstance(value, (list, tuple)) or len(value) < 2:
+            continue
+        # GeoJSON uses [longitude, latitude]. Most raw collector tuples in this
+        # codebase use explicit field names, so only sequence aliases are treated
+        # as GeoJSON-shaped to avoid guessing.
+        return value[1] if field == "latitude" else value[0]
+    return None
+
+
 def build_dynamic_metadata(
     metadata: Optional[Dict[str, Any]],
     *,

backend/app/core/data_sources.py

@@ -1,7 +1,6 @@
 import os
 import yaml
 from functools import lru_cache
-from typing import Optional
 
 
 COLLECTOR_URL_KEYS = {
@@ -32,6 +31,7 @@ COLLECTOR_URL_KEYS = {
     "nro_delegated_prefix_geo": "nro.delegated_stats_url",
     "news_live_streams": "news_live_streams.channels_url",
     "barentswatch_vessels": "barentswatch_vessels.url",
+    "aisstream_vessels": "aisstream_vessels.url",
 }
 
 
@@ -74,7 +74,7 @@ class DataSourcesConfig:
             from app.models.datasource_config import DataSourceConfig
 
             query = select(DataSourceConfig).where(
-                DataSourceConfig.name == collector_name, DataSourceConfig.is_active == True
+                DataSourceConfig.name == collector_name, DataSourceConfig.is_active
             )
             result = await db.execute(query)
             db_config = result.scalar_one_or_none()

backend/app/core/data_sources.yaml

@@ -98,3 +98,7 @@ news_live_streams:
 barentswatch_vessels:
   # BarentsWatch Live AIS latest combined endpoint. Requires an AIS bearer token.
   url: "https://live.ais.barentswatch.no/v1/latest/combined"
+
+aisstream_vessels:
+  # AISStream realtime WebSocket endpoint. Requires an AISStream API key.
+  url: "wss://stream.aisstream.io/v0/stream"

backend/app/core/datasource_defaults.py

@@ -245,6 +245,28 @@ DEFAULT_DATASOURCES = {
         "credential_provider": "barentswatch",
         "credential_status": "supported",
     },
+    "aisstream_vessels": {
+        "id": 28,
+        "name": "AISStream Vessels",
+        "display_name": "AISStream 实时船舶",
+        "module": "L4",
+        "priority": "P1",
+        "frequency_minutes": 1,
+        "is_free": True,
+        "requires_credentials": True,
+        "credential_provider": "aisstream",
+        "credential_status": "supported",
+    },
+    "media_news_archive": {
+        "id": 33,
+        "name": "Media News Archive",
+        "display_name": "媒体新闻归档",
+        "module": "L4",
+        "priority": "P2",
+        "frequency_minutes": 720,
+        "is_free": True,
+        "requires_credentials": False,
+    },
 }
 
 ID_TO_COLLECTOR = {info["id"]: name for name, info in DEFAULT_DATASOURCES.items()}

backend/app/core/security.py

@@ -105,7 +105,7 @@ async def get_current_user(
         )
     result = await db.execute(
         text(
-            "SELECT id, username, email, password_hash, role, is_active FROM users WHERE id = :id"
+            "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups FROM users WHERE id = :id"
         ),
         {"id": int(user_id)},
     )
@@ -122,6 +122,7 @@ async def get_current_user(
     user.password_hash = row[3]
     user.role = row[4]
     user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
     return user
 
 
@@ -144,7 +145,7 @@ async def get_current_user_refresh(
         )
     result = await db.execute(
         text(
-            "SELECT id, username, email, password_hash, role, is_active FROM users WHERE id = :id"
+            "SELECT id, username, email, password_hash, role, is_active, gatekeeper_groups FROM users WHERE id = :id"
         ),
         {"id": int(user_id)},
     )
@@ -161,6 +162,7 @@ async def get_current_user_refresh(
     user.password_hash = row[3]
     user.role = row[4]
     user.is_active = row[5]
+    user.gatekeeper_groups = row[6] or []
     return user
 
 

backend/app/core/target_schema_registry.py

@@ -16,8 +16,11 @@ class VesselAISRecord(BaseModel):
     sog: float | None = None
     cog: float | None = Field(default=None, ge=0, le=360)
     heading: int | None = Field(default=None, ge=0, le=511)
+    nav_status: int | None = None
     name: str | None = None
+    callsign: str | None = None
     vessel_type: str | int | None = None
+    vessel_type_name: str | None = None
     received_at: datetime | None = None
 
 
@@ -104,8 +107,11 @@ TARGET_SCHEMAS: dict[str, TargetSchema] = {
             TargetField("sog", "float", False, "对地航速，单位节", 12.4),
             TargetField("cog", "float", False, "对地航向，0-360 度", 184.5),
             TargetField("heading", "integer", False, "船首向，0-511", 186),
+            TargetField("nav_status", "integer", False, "导航状态码", 0),
             TargetField("name", "string", False, "船名", "OSLO EXPRESS"),
-            TargetField("vessel_type", "string", False, "船型", "cargo"),
+            TargetField("callsign", "string", False, "呼号", "LAAB"),
+            TargetField("vessel_type", "string", False, "船型代码", 70),
+            TargetField("vessel_type_name", "string", False, "船型名称", "Cargo"),
             TargetField("received_at", "datetime", False, "数据接收时间", "2026-04-28T00:00:00Z"),
         ),
     ),

backend/app/core/websocket/broadcaster.py

@@ -2,7 +2,7 @@
 
 import asyncio
 from datetime import UTC, datetime
-from typing import Dict, Any, Optional
+from typing import Dict, Any
 
 from app.core.time import to_iso8601_utc
 from app.core.websocket.manager import manager
@@ -15,6 +15,8 @@ class DataBroadcaster:
     def __init__(self):
         self.running = False
         self.tasks: Dict[str, asyncio.Task] = {}
+        self._pending_vessel_updates: Dict[str, Dict[str, Any]] = {}
+        self._vessel_flush_interval = 1.0
 
     async def get_dashboard_stats(self) -> Dict[str, Any]:
         """Get dashboard statistics"""
@@ -68,6 +70,9 @@ class DataBroadcaster:
 
     async def broadcast_custom(self, channel: str, data: Dict[str, Any]):
         """Broadcast custom data to a specific channel"""
+        if channel == "vessels":
+            self.enqueue_vessel_update(data)
+            return
         await manager.broadcast(
             {
                 "type": "data_frame",
@@ -75,9 +80,61 @@ class DataBroadcaster:
                 "timestamp": to_iso8601_utc(datetime.now(UTC)),
                 "payload": data,
             },
-            channel=channel if channel in manager.active_connections else "all",
+            channel=channel,
         )
 
+    def enqueue_vessel_update(self, data: Dict[str, Any]):
+        vessels = data.get("vessels") if isinstance(data, dict) else None
+        if not isinstance(vessels, list):
+            return
+        source = data.get("source")
+        action = data.get("action") or "upsert"
+        created = data.get("created")
+        for vessel in vessels:
+            if not isinstance(vessel, dict):
+                continue
+            mmsi = vessel.get("mmsi")
+            if mmsi in (None, ""):
+                continue
+            self._pending_vessel_updates[str(mmsi)] = {
+                **vessel,
+                "_source": source,
+                "_action": action,
+                "_created": created,
+            }
+
+    async def flush_vessel_updates(self):
+        if not self._pending_vessel_updates:
+            return
+        pending = self._pending_vessel_updates
+        self._pending_vessel_updates = {}
+        vessels = []
+        for item in pending.values():
+            vessel = dict(item)
+            source = vessel.pop("_source", None)
+            action = vessel.pop("_action", "upsert")
+            created = vessel.pop("_created", None)
+            vessel["source"] = source
+            vessel["action"] = action
+            vessel["created"] = created
+            vessels.append(vessel)
+        await manager.broadcast_vessels(
+            {
+                "action": "upsert",
+                "source": "mixed",
+                "created": None,
+                "vessels": vessels,
+            }
+        )
+
+    async def broadcast_vessels_periodically(self):
+        while self.running:
+            try:
+                await self.flush_vessel_updates()
+            except Exception:
+                pass
+            await asyncio.sleep(self._vessel_flush_interval)
+
     async def broadcast_datasource_task_update(self, data: Dict[str, Any]):
         """Broadcast datasource task progress updates to connected clients."""
         await manager.broadcast(
@@ -95,6 +152,7 @@ class DataBroadcaster:
         if not self.running:
             self.running = True
             self.tasks["dashboard"] = asyncio.create_task(self.broadcast_stats(5))
+            self.tasks["vessels"] = asyncio.create_task(self.broadcast_vessels_periodically())
 
     def stop(self):
         """Stop all broadcasters"""
@@ -102,6 +160,7 @@ class DataBroadcaster:
         for task in self.tasks.values():
             task.cancel()
         self.tasks.clear()
+        self._pending_vessel_updates.clear()
 
 
 broadcaster = DataBroadcaster()

backend/app/core/websocket/manager.py

@@ -1,20 +1,25 @@
 """WebSocket Connection Manager"""
 
-import json
-import asyncio
-from typing import Dict, Set, Optional
-from datetime import datetime
+from datetime import UTC, datetime
+from typing import Any, Dict, Set, Optional
 from fastapi import WebSocket
 import redis.asyncio as redis
 
 from app.core.config import settings
 
+MAX_VESSEL_SUBSCRIPTION_LIMIT = 5000
+MAX_VESSEL_WS_MESSAGE_ITEMS = 1000
+MAX_VESSEL_BBOX_AREA = 2500.0
+
 
 class ConnectionManager:
     """Manages WebSocket connections"""
 
     def __init__(self):
         self.active_connections: Dict[str, Set[WebSocket]] = {}  # user_id -> connections
+        self.channel_subscriptions: Dict[str, Set[WebSocket]] = {}
+        self.websocket_channels: Dict[WebSocket, Set[str]] = {}
+        self.vessel_subscriptions: Dict[WebSocket, dict[str, Any]] = {}
         self.redis_client: Optional[redis.Redis] = None
 
     async def connect(self, websocket: WebSocket, user_id: str):
@@ -40,6 +45,83 @@ class ConnectionManager:
             self.active_connections[user_id].discard(websocket)
             if not self.active_connections[user_id]:
                 del self.active_connections[user_id]
+        self.unsubscribe_all(websocket)
+
+    def subscribe(self, websocket: WebSocket, channels: list[str]):
+        normalized_channels = {
+            str(channel).strip()
+            for channel in channels
+            if str(channel).strip()
+        }
+        if not normalized_channels:
+            return
+
+        socket_channels = self.websocket_channels.setdefault(websocket, set())
+        for channel in normalized_channels:
+            self.channel_subscriptions.setdefault(channel, set()).add(websocket)
+            socket_channels.add(channel)
+
+    def unsubscribe(self, websocket: WebSocket, channels: list[str]):
+        for channel in {str(channel).strip() for channel in channels if str(channel).strip()}:
+            subscribers = self.channel_subscriptions.get(channel)
+            if subscribers is not None:
+                subscribers.discard(websocket)
+                if not subscribers:
+                    del self.channel_subscriptions[channel]
+            socket_channels = self.websocket_channels.get(websocket)
+            if socket_channels is not None:
+                socket_channels.discard(channel)
+                if not socket_channels:
+                    del self.websocket_channels[websocket]
+
+    def unsubscribe_all(self, websocket: WebSocket):
+        channels = list(self.websocket_channels.get(websocket, set()))
+        if channels:
+            self.unsubscribe(websocket, channels)
+        self.vessel_subscriptions.pop(websocket, None)
+
+    def subscribe_vessels(self, websocket: WebSocket, config: dict[str, Any]) -> dict[str, Any]:
+        subscription = self._normalize_vessel_subscription(config)
+        self.channel_subscriptions.setdefault("vessels", set()).add(websocket)
+        self.websocket_channels.setdefault(websocket, set()).add("vessels")
+        self.vessel_subscriptions[websocket] = subscription
+        return subscription
+
+    def _normalize_vessel_subscription(self, config: dict[str, Any]) -> dict[str, Any]:
+        bbox = config.get("bbox")
+        if not isinstance(bbox, (list, tuple)) or len(bbox) != 4:
+            raise ValueError("vessels subscription requires bbox=[lon_min,lat_min,lon_max,lat_max]")
+        try:
+            lon_min, lat_min, lon_max, lat_max = [float(value) for value in bbox]
+        except (TypeError, ValueError) as exc:
+            raise ValueError("bbox values must be numbers") from exc
+        if lat_min > lat_max:
+            lat_min, lat_max = lat_max, lat_min
+        if lon_min > lon_max:
+            lon_min, lon_max = lon_max, lon_min
+        if not (-180 <= lon_min <= 180 and -180 <= lon_max <= 180):
+            raise ValueError("bbox longitude values must be between -180 and 180")
+        if not (-90 <= lat_min <= 90 and -90 <= lat_max <= 90):
+            raise ValueError("bbox latitude values must be between -90 and 90")
+        if (lon_max - lon_min) * (lat_max - lat_min) > MAX_VESSEL_BBOX_AREA:
+            raise ValueError("bbox is too large; zoom in or request a smaller viewport")
+
+        zoom = int(config.get("zoom") or 1)
+        if zoom < 1 or zoom > 20:
+            raise ValueError("zoom must be between 1 and 20")
+        limit = min(max(int(config.get("limit") or 1000), 1), MAX_VESSEL_SUBSCRIPTION_LIMIT)
+        vessel_types = {
+            str(item).strip().lower()
+            for item in str(config.get("type") or "").split(",")
+            if str(item).strip()
+        }
+        return {
+            "bbox": (lon_min, lat_min, lon_max, lat_max),
+            "zoom": zoom,
+            "limit": limit,
+            "type": vessel_types,
+            "last_sent_at": None,
+        }
 
     async def send_personal_message(self, message: dict, user_id: str):
         if user_id in self.active_connections:
@@ -54,13 +136,72 @@ class ConnectionManager:
             for user_id in self.active_connections:
                 await self.send_personal_message(message, user_id)
         else:
-            await self.send_personal_message(message, channel)
+            for connection in list(self.channel_subscriptions.get(channel, set())):
+                try:
+                    await connection.send_json(message)
+                except Exception:
+                    self.unsubscribe_all(connection)
+
+    async def broadcast_vessels(self, data: dict[str, Any]):
+        vessels = data.get("vessels") if isinstance(data, dict) else None
+        if not isinstance(vessels, list) or not vessels:
+            return
+
+        for connection, subscription in list(self.vessel_subscriptions.items()):
+            matched = [
+                vessel
+                for vessel in vessels
+                if self._vessel_matches_subscription(vessel, subscription)
+            ][: min(subscription["limit"], MAX_VESSEL_WS_MESSAGE_ITEMS)]
+            if not matched:
+                continue
+            subscription["last_sent_at"] = datetime.now(UTC)
+            message = {
+                "type": "data_frame",
+                "channel": "vessels",
+                "timestamp": subscription["last_sent_at"].isoformat(),
+                "payload": {
+                    **data,
+                    "vessels": matched,
+                    "subscription": {
+                        "bbox": list(subscription["bbox"]),
+                        "zoom": subscription["zoom"],
+                        "limit": subscription["limit"],
+                    },
+                },
+            }
+            try:
+                await connection.send_json(message)
+            except Exception:
+                self.unsubscribe_all(connection)
+
+    def _vessel_matches_subscription(
+        self,
+        vessel: dict[str, Any],
+        subscription: dict[str, Any],
+    ) -> bool:
+        try:
+            lon = float(vessel.get("lon"))
+            lat = float(vessel.get("lat"))
+        except (TypeError, ValueError):
+            return False
+        lon_min, lat_min, lon_max, lat_max = subscription["bbox"]
+        if not (lon_min <= lon <= lon_max and lat_min <= lat <= lat_max):
+            return False
+        requested_types = subscription.get("type") or set()
+        if not requested_types:
+            return True
+        type_name = str(vessel.get("vessel_type_name") or "").lower()
+        return any(requested_type in type_name for requested_type in requested_types)
 
     async def close_all(self):
         for user_id in self.active_connections:
             for connection in self.active_connections[user_id]:
                 await connection.close()
         self.active_connections.clear()
+        self.channel_subscriptions.clear()
+        self.websocket_channels.clear()
+        self.vessel_subscriptions.clear()
 
 
 manager = ConnectionManager()

backend/app/data/seeds/ripe_ris_collector_locations_seed.json

@@ -0,0 +1,328 @@
+{
+  "_comment": "Seed payload for the bgp_collector_locations DB table. Coordinates were migrated from the legacy RIPE_RIS_COLLECTOR_COORDS table and default to city-center; seeded rows are unverified and should be upgraded in the database with source evidence when known.",
+  "locations": [
+    {
+      "canonical_name": "RIPE RIS rrc00",
+      "aliases": ["rrc00", "RIPE RIS rrc00", "AMS-IX"],
+      "operator": "RIPE NCC",
+      "site": "AMS-IX",
+      "city": "Amsterdam",
+      "country": "Netherlands",
+      "latitude": 52.3676,
+      "longitude": 4.9041,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc01",
+      "aliases": ["rrc01", "RIPE RIS rrc01", "LINX"],
+      "operator": "RIPE NCC",
+      "site": "LINX",
+      "city": "London",
+      "country": "United Kingdom",
+      "latitude": 51.5072,
+      "longitude": -0.1276,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc03",
+      "aliases": ["rrc03", "RIPE RIS rrc03", "AMS-IX"],
+      "operator": "RIPE NCC",
+      "site": "AMS-IX",
+      "city": "Amsterdam",
+      "country": "Netherlands",
+      "latitude": 52.3676,
+      "longitude": 4.9041,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc04",
+      "aliases": ["rrc04", "RIPE RIS rrc04", "CIXP", "CERN Internet Exchange Point"],
+      "operator": "RIPE NCC",
+      "site": "CIXP",
+      "city": "Geneva",
+      "country": "Switzerland",
+      "latitude": 46.2044,
+      "longitude": 6.1432,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc05",
+      "aliases": ["rrc05", "RIPE RIS rrc05", "VIX", "Vienna Internet Exchange"],
+      "operator": "RIPE NCC",
+      "site": "VIX",
+      "city": "Vienna",
+      "country": "Austria",
+      "latitude": 48.2082,
+      "longitude": 16.3738,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc06",
+      "aliases": ["rrc06", "RIPE RIS rrc06", "JPIX", "Otemachi"],
+      "operator": "RIPE NCC",
+      "site": "JPIX",
+      "city": "Otemachi",
+      "country": "Japan",
+      "latitude": 35.686,
+      "longitude": 139.7671,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc07",
+      "aliases": ["rrc07", "RIPE RIS rrc07", "Netnod", "Netnod Stockholm"],
+      "operator": "RIPE NCC",
+      "site": "Netnod Stockholm",
+      "city": "Stockholm",
+      "country": "Sweden",
+      "latitude": 59.3293,
+      "longitude": 18.0686,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc10",
+      "aliases": ["rrc10", "RIPE RIS rrc10", "MIX", "Milan Internet Exchange"],
+      "operator": "RIPE NCC",
+      "site": "MIX",
+      "city": "Milan",
+      "country": "Italy",
+      "latitude": 45.4642,
+      "longitude": 9.19,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc11",
+      "aliases": ["rrc11", "RIPE RIS rrc11", "NYIIX", "New York International Internet Exchange"],
+      "operator": "RIPE NCC",
+      "site": "NYIIX",
+      "city": "New York",
+      "country": "United States",
+      "latitude": 40.7128,
+      "longitude": -74.006,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc12",
+      "aliases": ["rrc12", "RIPE RIS rrc12", "DE-CIX", "DE-CIX Frankfurt"],
+      "operator": "RIPE NCC",
+      "site": "DE-CIX Frankfurt",
+      "city": "Frankfurt",
+      "country": "Germany",
+      "latitude": 50.1109,
+      "longitude": 8.6821,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc13",
+      "aliases": ["rrc13", "RIPE RIS rrc13", "MSK-IX"],
+      "operator": "RIPE NCC",
+      "site": "MSK-IX",
+      "city": "Moscow",
+      "country": "Russia",
+      "latitude": 55.7558,
+      "longitude": 37.6173,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc14",
+      "aliases": ["rrc14", "RIPE RIS rrc14", "PAIX", "Palo Alto Internet Exchange"],
+      "operator": "RIPE NCC",
+      "site": "PAIX",
+      "city": "Palo Alto",
+      "country": "United States",
+      "latitude": 37.4419,
+      "longitude": -122.143,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc15",
+      "aliases": ["rrc15", "RIPE RIS rrc15", "PTT.br Sao Paulo", "PTTMetro Sao Paulo"],
+      "operator": "RIPE NCC",
+      "site": "PTT.br",
+      "city": "Sao Paulo",
+      "country": "Brazil",
+      "latitude": -23.5558,
+      "longitude": -46.6396,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc16",
+      "aliases": ["rrc16", "RIPE RIS rrc16", "Equinix Miami", "NOTA Miami"],
+      "operator": "RIPE NCC",
+      "site": "Equinix Miami",
+      "city": "Miami",
+      "country": "United States",
+      "latitude": 25.7617,
+      "longitude": -80.1918,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc18",
+      "aliases": ["rrc18", "RIPE RIS rrc18", "CATNIX"],
+      "operator": "RIPE NCC",
+      "site": "CATNIX",
+      "city": "Barcelona",
+      "country": "Spain",
+      "latitude": 41.3874,
+      "longitude": 2.1686,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc19",
+      "aliases": ["rrc19", "RIPE RIS rrc19", "NAPAfrica", "JINX", "NAPAfrica Johannesburg"],
+      "operator": "RIPE NCC",
+      "site": "NAPAfrica Johannesburg",
+      "city": "Johannesburg",
+      "country": "South Africa",
+      "latitude": -26.2041,
+      "longitude": 28.0473,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc20",
+      "aliases": ["rrc20", "RIPE RIS rrc20", "SwissIX"],
+      "operator": "RIPE NCC",
+      "site": "SwissIX",
+      "city": "Zurich",
+      "country": "Switzerland",
+      "latitude": 47.3769,
+      "longitude": 8.5417,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc21",
+      "aliases": ["rrc21", "RIPE RIS rrc21", "France-IX Paris"],
+      "operator": "RIPE NCC",
+      "site": "France-IX Paris",
+      "city": "Paris",
+      "country": "France",
+      "latitude": 48.8566,
+      "longitude": 2.3522,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc22",
+      "aliases": ["rrc22", "RIPE RIS rrc22", "InterLAN Bucharest"],
+      "operator": "RIPE NCC",
+      "site": "InterLAN Bucharest",
+      "city": "Bucharest",
+      "country": "Romania",
+      "latitude": 44.4268,
+      "longitude": 26.1025,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc23",
+      "aliases": ["rrc23", "RIPE RIS rrc23", "Equinix Singapore"],
+      "operator": "RIPE NCC",
+      "site": "Equinix Singapore",
+      "city": "Singapore",
+      "country": "Singapore",
+      "latitude": 1.3521,
+      "longitude": 103.8198,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc24",
+      "aliases": ["rrc24", "RIPE RIS rrc24", "LACNIC Montevideo"],
+      "operator": "RIPE NCC",
+      "site": "LACNIC Montevideo",
+      "city": "Montevideo",
+      "country": "Uruguay",
+      "latitude": -34.9011,
+      "longitude": -56.1645,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc25",
+      "aliases": ["rrc25", "RIPE RIS rrc25", "AMS-IX"],
+      "operator": "RIPE NCC",
+      "site": "AMS-IX",
+      "city": "Amsterdam",
+      "country": "Netherlands",
+      "latitude": 52.3676,
+      "longitude": 4.9041,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    },
+    {
+      "canonical_name": "RIPE RIS rrc26",
+      "aliases": ["rrc26", "RIPE RIS rrc26", "UAE-IX"],
+      "operator": "RIPE NCC",
+      "site": "UAE-IX",
+      "city": "Dubai",
+      "country": "United Arab Emirates",
+      "latitude": 25.2048,
+      "longitude": 55.2708,
+      "precision": "city",
+      "confidence": 0.85,
+      "source_note": "Migrated from RIPE_RIS_COLLECTOR_COORDS legacy table",
+      "verified_at": null
+    }
+  ],
+  "city_fallbacks": []
+}

backend/app/db/session.py

@@ -1,6 +1,6 @@
 from typing import AsyncGenerator
 
-from sqlalchemy import text
+from sqlalchemy import bindparam, text
 from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker
 from sqlalchemy.orm import declarative_base
 
@@ -72,25 +72,112 @@ async def seed_default_datasources(session: AsyncSession):
     await session.commit()
 
 
+LEGACY_EARTH_BOUNDARY_SOURCES = (
+    "earth_admin0_boundaries",
+    "earth_coastline",
+    "earth_claim_lines",
+    "earth_boundary_tiles",
+)
+LEGACY_EARTH_BOUNDARY_DATATYPES = (
+    "earth_boundary_source",
+    "earth_boundary_tiles",
+)
+LEGACY_EARTH_BOUNDARY_IDS = (29, 30, 31, 32)
+
+
+async def purge_legacy_earth_boundary_datasources(session: AsyncSession) -> None:
+    source_names = tuple(LEGACY_EARTH_BOUNDARY_SOURCES)
+    source_ids = tuple(LEGACY_EARTH_BOUNDARY_IDS)
+    data_types = tuple(LEGACY_EARTH_BOUNDARY_DATATYPES)
+    await session.execute(
+        text(
+            """
+            DELETE FROM datasource_mapping_templates
+            WHERE target_schema IN :data_types
+               OR datasource_config_id IN (
+                    SELECT id FROM datasource_configs WHERE name IN :source_names
+               )
+            """
+        ).bindparams(bindparam("source_names", expanding=True), bindparam("data_types", expanding=True)),
+        {"source_names": list(source_names), "data_types": list(data_types)},
+    )
+    await session.execute(
+        text("DELETE FROM datasource_configs WHERE name IN :source_names").bindparams(
+            bindparam("source_names", expanding=True)
+        ),
+        {"source_names": list(source_names)},
+    )
+    await session.execute(
+        text(
+            """
+            DELETE FROM collected_data
+            WHERE source IN :source_names OR data_type IN :data_types
+            """
+        ).bindparams(bindparam("source_names", expanding=True), bindparam("data_types", expanding=True)),
+        {"source_names": list(source_names), "data_types": list(data_types)},
+    )
+    await session.execute(
+        text(
+            """
+            DELETE FROM data_snapshots
+            WHERE source IN :source_names OR datasource_id IN :source_ids
+            """
+        ).bindparams(bindparam("source_names", expanding=True), bindparam("source_ids", expanding=True)),
+        {"source_names": list(source_names), "source_ids": list(source_ids)},
+    )
+    await session.execute(
+        text("DELETE FROM collection_tasks WHERE datasource_id IN :source_ids").bindparams(
+            bindparam("source_ids", expanding=True)
+        ),
+        {"source_ids": list(source_ids)},
+    )
+    await session.execute(
+        text("DELETE FROM data_sources WHERE source IN :source_names OR id IN :source_ids").bindparams(
+            bindparam("source_names", expanding=True), bindparam("source_ids", expanding=True)
+        ),
+        {"source_names": list(source_names), "source_ids": list(source_ids)},
+    )
+    await session.commit()
+
+
+DEFAULT_LOGIN_USERS = (
+    {
+        "username": "admin",
+        "email": "admin@planet.local",
+        "password": "admin123",
+        "role": "super_admin",
+    },
+    {
+        "username": "linkong",
+        "email": "linkong@planet.local",
+        "password": "12345678",
+        "role": "super_admin",
+    },
+)
+
+
 async def ensure_default_admin_user(session: AsyncSession):
     from app.core.security import get_password_hash
     from app.models.user import User
 
-    result = await session.execute(
-        text("SELECT id FROM users WHERE username = 'admin'")
-    )
-    if result.fetchone():
-        return
-
-    session.add(
-        User(
-            username="admin",
-            email="admin@planet.local",
-            password_hash=get_password_hash("admin123"),
-            role="super_admin",
-            is_active=True,
+    for default_user in DEFAULT_LOGIN_USERS:
+        result = await session.execute(
+            text("SELECT id FROM users WHERE username = :username"),
+            {"username": default_user["username"]},
+        )
+        if result.fetchone():
+            continue
+
+        session.add(
+            User(
+                username=default_user["username"],
+                email=default_user["email"],
+                password_hash=get_password_hash(default_user["password"]),
+                role=default_user["role"],
+                is_active=True,
+                email_verified=True,
+            )
         )
-    )
     await session.commit()
 
 
@@ -103,15 +190,19 @@ async def init_db():
     import app.models.datasource_config  # noqa: F401
     import app.models.alert  # noqa: F401
     import app.models.bgp_anomaly  # noqa: F401
+    import app.models.bgp_collector_location  # noqa: F401
     import app.models.bgp_incident  # noqa: F401
     import app.models.bgp_observation  # noqa: F401
     import app.models.collected_data  # noqa: F401
+    import app.models.compute_center_location  # noqa: F401
     import app.models.system_setting  # noqa: F401
     import app.models.playground_session  # noqa: F401
     import app.models.playground_message  # noqa: F401
     import app.models.system_log  # noqa: F401
     import app.models.vessel  # noqa: F401
+    import app.models.vessel_enrichment  # noqa: F401
     import app.models.datasource_mapping  # noqa: F401
+    import app.models.earth_news  # noqa: F401
 
     logger.warning_event(
         "Database pool settings active",
@@ -127,6 +218,31 @@ async def init_db():
 
     async with engine.begin() as conn:
         await conn.run_sync(Base.metadata.create_all)
+        users_email_verified_existed = (
+            await conn.execute(
+                text(
+                    """
+                    SELECT 1
+                    FROM information_schema.columns
+                    WHERE table_name = 'users' AND column_name = 'email_verified'
+                    """
+                )
+            )
+        ).fetchone() is not None
+        await conn.execute(
+            text(
+                """
+                ALTER TABLE users
+                ADD COLUMN IF NOT EXISTS gatekeeper_groups JSONB DEFAULT '[]'::jsonb,
+                ADD COLUMN IF NOT EXISTS email_verified BOOLEAN NOT NULL DEFAULT FALSE,
+                ADD COLUMN IF NOT EXISTS pending_email VARCHAR(255)
+                """
+            )
+        )
+        if not users_email_verified_existed:
+            await conn.execute(
+                text("UPDATE users SET email_verified = TRUE WHERE email_verified = FALSE")
+            )
         await conn.execute(
             text(
                 """
@@ -146,7 +262,24 @@ async def init_db():
             text(
                 """
                 ALTER TABLE collection_tasks
-                ADD COLUMN IF NOT EXISTS phase VARCHAR(30) DEFAULT 'queued'
+                ADD COLUMN IF NOT EXISTS phase VARCHAR(30) DEFAULT 'queued',
+                ADD COLUMN IF NOT EXISTS phase_progress DOUBLE PRECISION,
+                ADD COLUMN IF NOT EXISTS phase_message VARCHAR(255),
+                ADD COLUMN IF NOT EXISTS phase_current BIGINT,
+                ADD COLUMN IF NOT EXISTS phase_total BIGINT,
+                ADD COLUMN IF NOT EXISTS phase_unit VARCHAR(30)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                ALTER TABLE earth_news_items
+                ADD COLUMN IF NOT EXISTS content_language VARCHAR(32) NOT NULL DEFAULT 'en',
+                ADD COLUMN IF NOT EXISTS localizations JSONB NOT NULL DEFAULT '{}'::jsonb,
+                ADD COLUMN IF NOT EXISTS enrichment_status VARCHAR(80) NOT NULL DEFAULT 'pending',
+                ADD COLUMN IF NOT EXISTS enrichment_error TEXT,
+                ADD COLUMN IF NOT EXISTS enriched_at TIMESTAMPTZ
                 """
             )
         )
@@ -158,6 +291,66 @@ async def init_db():
                 """
             )
         )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_earth_news_enrichment_status
+                ON earth_news_items (enrichment_status)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_earth_news_enriched_at
+                ON earth_news_items (enriched_at)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_collected_data_source_current_id
+                ON collected_data (source, is_current, id)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_collected_data_source_task_id
+                ON collected_data (source, task_id, id)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_ais_raw_schema_observed_entity
+                ON ais_raw_observations (target_schema, observed_at, entity_key)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_ais_raw_schema_observed_desc
+                ON ais_raw_observations (target_schema, observed_at DESC)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_ais_raw_payload_lon_lat
+                ON ais_raw_observations (
+                    ((normalized_payload->>'lon')::double precision),
+                    ((normalized_payload->>'lat')::double precision)
+                )
+                WHERE target_schema = 'vessel_ais'
+                """
+            )
+        )
         await conn.execute(
             text(
                 """
@@ -178,5 +371,15 @@ async def init_db():
         )
 
     async with async_session_factory() as session:
+        from app.services.bgp_collector_locations import (
+            seed_default_bgp_collector_locations,
+        )
+        from app.services.compute_center_locations import (
+            seed_compute_center_locations_from_source_coords,
+        )
+
+        await seed_default_bgp_collector_locations(session)
+        await seed_compute_center_locations_from_source_coords(session)
         await seed_default_datasources(session)
+        await purge_legacy_earth_boundary_datasources(session)
         await ensure_default_admin_user(session)

backend/app/main.py

@@ -1,8 +1,10 @@
 from contextlib import asynccontextmanager
+from pathlib import Path
 from uuid import uuid4
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
+from fastapi.staticfiles import StaticFiles
 from starlette.middleware.base import BaseHTTPMiddleware
 
 from app.api.main import api_router
@@ -18,6 +20,10 @@ from app.services.scheduler import (
     stop_scheduler,
     sync_scheduler_with_datasources,
 )
+from app.services.earth_news_worker import (
+    start_earth_news_target_worker,
+    stop_earth_news_target_worker,
+)
 
 
 configure_logging()
@@ -53,7 +59,9 @@ async def lifespan(app: FastAPI):
     start_scheduler()
     await sync_scheduler_with_datasources()
     broadcaster.start()
+    start_earth_news_target_worker()
     yield
+    await stop_earth_news_target_worker()
     broadcaster.stop()
     stop_scheduler()
 
@@ -82,6 +90,14 @@ app.add_middleware(WebSocketCORSMiddleware)
 app.include_router(api_router, prefix="/api/v1")
 app.include_router(websocket.router)
 
+EARTH_BRAND_ASSET_DIR = Path(__file__).resolve().parents[2] / "data" / "earth-brand"
+EARTH_BRAND_ASSET_DIR.mkdir(parents=True, exist_ok=True)
+app.mount(
+    "/earth-brand-assets",
+    StaticFiles(directory=str(EARTH_BRAND_ASSET_DIR)),
+    name="earth-brand-assets",
+)
+
 
 @app.get("/health")
 async def health_check():

backend/app/models/__init__.py

@@ -6,14 +6,17 @@ from app.models.datasource import DataSource
 from app.models.datasource_config import DataSourceConfig
 from app.models.alert import Alert, AlertSeverity, AlertStatus
 from app.models.bgp_anomaly import BGPAnomaly
+from app.models.bgp_collector_location import BGPCollectorLocation
 from app.models.bgp_incident import BGPIncident
 from app.models.bgp_observation import BGPObservation
+from app.models.compute_center_location import ComputeCenterLocationRecord
 from app.models.system_setting import SystemSetting
 from app.models.playground_session import PlaygroundSession
 from app.models.playground_message import PlaygroundMessage
 from app.models.system_log import SystemLog, AuditLog
-from app.models.vessel import VesselPosition, VesselStatic
+from app.models.vessel import AISConflictRecord, AISRawObservation, AISSourceHealth, VesselPosition, VesselStatic
 from app.models.datasource_mapping import DataSourceMappingTemplate
+from app.models.earth_news import EarthNewsItem
 
 __all__ = [
     "User",
@@ -27,11 +30,19 @@ __all__ = [
     "AlertSeverity",
     "AlertStatus",
     "BGPAnomaly",
+    "BGPCollectorLocation",
     "BGPIncident",
     "BGPObservation",
+    "ComputeCenterLocationRecord",
     "SystemLog",
     "AuditLog",
+    "PlaygroundSession",
+    "PlaygroundMessage",
     "VesselPosition",
     "VesselStatic",
+    "AISRawObservation",
+    "AISConflictRecord",
+    "AISSourceHealth",
     "DataSourceMappingTemplate",
+    "EarthNewsItem",
 ]

backend/app/models/bgp_collector_location.py

@@ -0,0 +1,52 @@
+"""Stored BGP route-collector locations."""
+
+from sqlalchemy import Boolean, Column, DateTime, Float, Integer, JSON, String, Text
+from sqlalchemy.sql import func
+
+from app.core.time import to_iso8601_utc
+from app.db.session import Base
+
+
+class BGPCollectorLocation(Base):
+    """Current known location for a BGP route collector."""
+
+    __tablename__ = "bgp_collector_locations"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    collector_id = Column(String(100), nullable=False, unique=True, index=True)
+    operator = Column(String(255), nullable=True)
+    site = Column(String(255), nullable=True)
+    city = Column(String(255), nullable=True)
+    country = Column(String(255), nullable=True)
+    latitude = Column(Float, nullable=True)
+    longitude = Column(Float, nullable=True)
+    precision = Column(String(30), nullable=False, default="city")
+    confidence = Column(Float, nullable=True)
+    source = Column(String(80), nullable=False, default="legacy_seed", index=True)
+    source_url = Column(String(500), nullable=True)
+    source_note = Column(Text, nullable=True)
+    raw_payload = Column(JSON, nullable=False, default=dict)
+    needs_confirmation = Column(Boolean, nullable=False, default=True, index=True)
+    verification_status = Column(String(30), nullable=False, default="unverified", index=True)
+    verified_at = Column(DateTime(timezone=True), nullable=True)
+    created_at = Column(DateTime(timezone=True), server_default=func.now())
+    updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())
+
+    def to_location_dict(self) -> dict:
+        return {
+            "city": self.city,
+            "country": self.country,
+            "latitude": self.latitude,
+            "longitude": self.longitude,
+            "precision": self.precision,
+            "source": self.source,
+            "needs_confirmation": self.needs_confirmation,
+            "matched_location_name": self.site or self.collector_id,
+            "verified_at": to_iso8601_utc(self.verified_at),
+            "confidence": self.confidence,
+            "operator": self.operator,
+            "site": self.site,
+            "verification_status": self.verification_status,
+            "source_note": self.source_note,
+            "source_url": self.source_url,
+        }

backend/app/models/collected_data.py

@@ -48,6 +48,8 @@ class CollectedData(Base):
     # Indexes for common queries
     __table_args__ = (
         Index("idx_collected_data_source_collected", "source", "collected_at"),
+        Index("idx_collected_data_source_current_id", "source", "is_current", "id"),
+        Index("idx_collected_data_source_task_id", "source", "task_id", "id"),
         Index("idx_collected_data_source_type", "source", "data_type"),
         Index("idx_collected_data_source_source_id", "source", "source_id"),
     )

backend/app/models/compute_center_location.py

@@ -0,0 +1,60 @@
+"""Stored compute-center locations."""
+
+from sqlalchemy import Boolean, Column, DateTime, Float, Integer, JSON, String, Text, UniqueConstraint
+from sqlalchemy.sql import func
+
+from app.core.time import to_iso8601_utc
+from app.db.session import Base
+
+
+class ComputeCenterLocationRecord(Base):
+    """Current known location for a compute-center record."""
+
+    __tablename__ = "compute_center_locations"
+    __table_args__ = (
+        UniqueConstraint("source", "source_id", name="uq_compute_center_location_source_id"),
+    )
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    source = Column(String(100), nullable=False, index=True)
+    source_id = Column(String(255), nullable=False, index=True)
+    name = Column(String(500), nullable=True)
+    operator = Column(String(255), nullable=True)
+    site = Column(String(255), nullable=True)
+    city = Column(String(255), nullable=True)
+    country = Column(String(255), nullable=True)
+    latitude = Column(Float, nullable=True)
+    longitude = Column(Float, nullable=True)
+    precision = Column(String(30), nullable=False, default="city")
+    confidence = Column(Float, nullable=True)
+    location_source = Column(String(80), nullable=False, default="stored_compute_center_location", index=True)
+    source_url = Column(String(500), nullable=True)
+    source_note = Column(Text, nullable=True)
+    raw_payload = Column(JSON, nullable=False, default=dict)
+    needs_confirmation = Column(Boolean, nullable=False, default=False, index=True)
+    verification_status = Column(String(30), nullable=False, default="verified", index=True)
+    verified_at = Column(DateTime(timezone=True), nullable=True)
+    created_at = Column(DateTime(timezone=True), server_default=func.now())
+    updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())
+
+    def to_location_dict(self) -> dict:
+        return {
+            "source": self.source,
+            "source_id": self.source_id,
+            "name": self.name,
+            "operator": self.operator,
+            "site": self.site,
+            "city": self.city,
+            "country": self.country,
+            "latitude": self.latitude,
+            "longitude": self.longitude,
+            "precision": self.precision,
+            "confidence": self.confidence,
+            "location_source": self.location_source,
+            "source_url": self.source_url,
+            "source_note": self.source_note,
+            "raw_payload": self.raw_payload or {},
+            "needs_confirmation": self.needs_confirmation,
+            "verification_status": self.verification_status,
+            "verified_at": to_iso8601_utc(self.verified_at),
+        }

backend/app/models/earth_news.py

@@ -0,0 +1,40 @@
+from sqlalchemy import Boolean, Column, DateTime, Float, Index, JSON, String, Text
+from sqlalchemy.sql import func
+
+from app.db.session import Base
+
+
+class EarthNewsItem(Base):
+    __tablename__ = "earth_news_items"
+
+    id = Column(String(160), primary_key=True)
+    title = Column(String(500), nullable=False)
+    summary = Column(Text, nullable=False, default="")
+    content_language = Column(String(32), nullable=False, default="en")
+    localizations = Column(JSON, nullable=False, default=dict)
+    url = Column(Text, nullable=False)
+    source = Column(String(255), nullable=False, default="")
+    feed_name = Column(String(255), nullable=False, default="")
+    region = Column(String(80), nullable=False, index=True)
+    homepage_url = Column(Text, nullable=False, default="")
+    published_at = Column(DateTime(timezone=True), nullable=True, index=True)
+
+    latitude = Column(Float, nullable=False)
+    longitude = Column(Float, nullable=False)
+    location_label = Column(String(255), nullable=False)
+    location_source = Column(String(80), nullable=False, default="region_anchor")
+    verified = Column(Boolean, nullable=False, default=False, index=True)
+    location_meta = Column(JSON, nullable=False, default=dict)
+
+    first_seen_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False)
+    last_seen_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False, index=True)
+    resolved_at = Column(DateTime(timezone=True), nullable=True, index=True)
+    enrichment_status = Column(String(80), nullable=False, default="pending", index=True)
+    enrichment_error = Column(Text, nullable=True)
+    enriched_at = Column(DateTime(timezone=True), nullable=True, index=True)
+    updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())
+
+    __table_args__ = (
+        Index("idx_earth_news_region_published", "region", "published_at"),
+        Index("idx_earth_news_region_seen", "region", "last_seen_at"),
+    )

backend/app/models/task.py

@@ -1,6 +1,6 @@
 """Collection Task model"""
 
-from sqlalchemy import Column, DateTime, Integer, String, Text, Float
+from sqlalchemy import BigInteger, Column, DateTime, Integer, String, Text, Float
 from sqlalchemy.sql import func
 
 from app.db.session import Base
@@ -13,6 +13,11 @@ class CollectionTask(Base):
     datasource_id = Column(Integer, nullable=False, index=True)
     status = Column(String(20), nullable=False)  # pending, running, success, failed, cancelled
     phase = Column(String(30), default="queued")
+    phase_progress = Column(Float)
+    phase_message = Column(String(255))
+    phase_current = Column(BigInteger)
+    phase_total = Column(BigInteger)
+    phase_unit = Column(String(30))
     started_at = Column(DateTime(timezone=True))
     completed_at = Column(DateTime(timezone=True))
     records_processed = Column(Integer, default=0)

backend/app/models/user.py

@@ -1,4 +1,4 @@
-from sqlalchemy import Boolean, Column, Integer, String, DateTime
+from sqlalchemy import Boolean, Column, DateTime, Integer, JSON, String
 from sqlalchemy.sql import func
 
 from app.db.session import Base
@@ -12,7 +12,10 @@ class User(Base):
     email = Column(String(255), unique=True, index=True, nullable=False)
     password_hash = Column(String(255), nullable=False)
     role = Column(String(20), default="viewer")
+    gatekeeper_groups = Column(JSON, default=list)
     is_active = Column(Boolean, default=True)
+    email_verified = Column(Boolean, default=False, nullable=False)
+    pending_email = Column(String(255), nullable=True)
     last_login_at = Column(DateTime(timezone=True))
     created_at = Column(DateTime(timezone=True), server_default=func.now())
     updated_at = Column(

backend/app/models/vessel.py

@@ -1,6 +1,6 @@
 """Vessel AIS models for live maritime tracking."""
 
-from sqlalchemy import BigInteger, Column, DateTime, Float, Index, Integer, SmallInteger, String
+from sqlalchemy import BigInteger, Column, DateTime, Float, Index, Integer, JSON, SmallInteger, String
 from sqlalchemy.sql import func
 
 from app.core.time import to_iso8601_utc
@@ -73,3 +73,114 @@ class VesselPosition(Base):
             "nav_status": self.nav_status,
             "received_at": to_iso8601_utc(self.received_at),
         }
+
+
+class AISRawObservation(Base):
+    """Source-level AIS fact before aggregation and conflict resolution."""
+
+    __tablename__ = "ais_raw_observations"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    target_schema = Column(String(64), nullable=False, default="vessel_ais", index=True)
+    source = Column(String(100), nullable=False, index=True)
+    entity_key = Column(String(64), nullable=False, index=True)
+    delivery_mode = Column(String(32), nullable=False, index=True)
+    transport = Column(String(32), nullable=False, index=True)
+    message_type = Column(String(64), nullable=True, index=True)
+    source_message_id = Column(String(128), nullable=True, index=True)
+    observation_hash = Column(String(64), nullable=False, unique=True, index=True)
+    observed_at = Column(DateTime(timezone=True), nullable=False, index=True)
+    collected_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now(), index=True)
+    normalized_payload = Column(JSON, default=dict)
+    raw_payload = Column(JSON, default=dict)
+    quality_flags = Column(JSON, default=list)
+
+    __table_args__ = (
+        Index("idx_ais_raw_entity_observed", "target_schema", "entity_key", "observed_at"),
+        Index("idx_ais_raw_schema_observed_entity", "target_schema", "observed_at", "entity_key"),
+        Index("idx_ais_raw_source_entity", "source", "entity_key"),
+    )
+
+    def to_dict(self) -> dict:
+        return {
+            "id": self.id,
+            "target_schema": self.target_schema,
+            "source": self.source,
+            "entity_key": self.entity_key,
+            "delivery_mode": self.delivery_mode,
+            "transport": self.transport,
+            "message_type": self.message_type,
+            "source_message_id": self.source_message_id,
+            "observation_hash": self.observation_hash,
+            "observed_at": to_iso8601_utc(self.observed_at),
+            "collected_at": to_iso8601_utc(self.collected_at),
+            "normalized_payload": self.normalized_payload or {},
+            "raw_payload": self.raw_payload or {},
+            "quality_flags": self.quality_flags or [],
+        }
+
+
+class AISConflictRecord(Base):
+    """Recorded field-level disagreement between AIS sources."""
+
+    __tablename__ = "ais_conflict_records"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    target_schema = Column(String(64), nullable=False, default="vessel_ais", index=True)
+    entity_key = Column(String(64), nullable=False, index=True)
+    field = Column(String(64), nullable=False, index=True)
+    candidates = Column(JSON, default=dict)
+    selected_source = Column(String(100), nullable=True, index=True)
+    selected_value = Column(JSON, nullable=True)
+    selected_reason = Column(String(64), nullable=True, index=True)
+    resolved_by = Column(String(32), nullable=False, default="system", index=True)
+    status = Column(String(32), nullable=False, default="open", index=True)
+    created_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now(), index=True)
+    updated_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now())
+
+    __table_args__ = (
+        Index("idx_ais_conflict_entity_field", "target_schema", "entity_key", "field"),
+    )
+
+    def to_dict(self) -> dict:
+        return {
+            "id": self.id,
+            "target_schema": self.target_schema,
+            "entity_key": self.entity_key,
+            "field": self.field,
+            "candidates": self.candidates or {},
+            "selected_source": self.selected_source,
+            "selected_value": self.selected_value,
+            "selected_reason": self.selected_reason,
+            "resolved_by": self.resolved_by,
+            "status": self.status,
+            "created_at": to_iso8601_utc(self.created_at),
+            "updated_at": to_iso8601_utc(self.updated_at),
+        }
+
+
+class AISSourceHealth(Base):
+    """Runtime health signal for an AIS collector source."""
+
+    __tablename__ = "ais_source_health"
+
+    source = Column(String(100), primary_key=True)
+    connection_state = Column(String(32), nullable=False, default="disconnected", index=True)
+    last_seen_at = Column(DateTime(timezone=True), nullable=True, index=True)
+    last_success_at = Column(DateTime(timezone=True), nullable=True, index=True)
+    last_error = Column(String(500), nullable=True)
+    message_rate = Column(Float, nullable=True)
+    lag_seconds = Column(Float, nullable=True)
+    updated_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now(), index=True)
+
+    def to_dict(self) -> dict:
+        return {
+            "source": self.source,
+            "connection_state": self.connection_state,
+            "last_seen_at": to_iso8601_utc(self.last_seen_at),
+            "last_success_at": to_iso8601_utc(self.last_success_at),
+            "last_error": self.last_error,
+            "message_rate": self.message_rate,
+            "lag_seconds": self.lag_seconds,
+            "updated_at": to_iso8601_utc(self.updated_at),
+        }

backend/app/models/vessel_enrichment.py

@@ -0,0 +1,63 @@
+"""Vessel enrichment cache tables (v5).
+
+Profile and media enrichment are stored separately so cache TTLs can differ
+and so the conflict-resolution + display layers can read either independently.
+"""
+
+from sqlalchemy import BigInteger, Column, DateTime, Float, JSON, String
+from sqlalchemy.sql import func
+
+from app.core.time import to_iso8601_utc
+from app.db.session import Base
+
+
+class VesselProfileEnrichment(Base):
+    """Cached static vessel profile (type, flag, dimensions, operator, etc.)."""
+
+    __tablename__ = "vessel_profile_enrichment"
+
+    mmsi = Column(BigInteger, primary_key=True)
+    source = Column(String(100), nullable=False, default="system")
+    payload = Column(JSON, nullable=False, default=dict)
+    fetched_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now())
+    expires_at = Column(DateTime(timezone=True), nullable=True)
+    confidence = Column(Float, nullable=True)
+    reference_url = Column(String(500), nullable=True)
+    updated_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now(), onupdate=func.now())
+
+    def to_dict(self) -> dict:
+        return {
+            "mmsi": self.mmsi,
+            "source": self.source,
+            "payload": self.payload or {},
+            "fetched_at": to_iso8601_utc(self.fetched_at),
+            "expires_at": to_iso8601_utc(self.expires_at),
+            "confidence": self.confidence,
+            "reference_url": self.reference_url,
+        }
+
+
+class VesselMediaEnrichment(Base):
+    """Cached vessel imagery / external detail references."""
+
+    __tablename__ = "vessel_media_enrichment"
+
+    mmsi = Column(BigInteger, primary_key=True)
+    source = Column(String(100), nullable=False, default="system")
+    payload = Column(JSON, nullable=False, default=dict)
+    fetched_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now())
+    expires_at = Column(DateTime(timezone=True), nullable=True)
+    confidence = Column(Float, nullable=True)
+    reference_url = Column(String(500), nullable=True)
+    updated_at = Column(DateTime(timezone=True), nullable=False, server_default=func.now(), onupdate=func.now())
+
+    def to_dict(self) -> dict:
+        return {
+            "mmsi": self.mmsi,
+            "source": self.source,
+            "payload": self.payload or {},
+            "fetched_at": to_iso8601_utc(self.fetched_at),
+            "expires_at": to_iso8601_utc(self.expires_at),
+            "confidence": self.confidence,
+            "reference_url": self.reference_url,
+        }

backend/app/schemas/ai.py

@@ -13,10 +13,11 @@ class AIContentBlock(BaseModel):
 
 class SituationalAnalysisRequest(BaseModel):
     title: str = Field(..., min_length=1, max_length=200)
-    objective: str = Field(..., min_length=1, max_length=1000)
+    objective: str = Field(..., min_length=1, max_length=20000)
     context: dict[str, Any] = Field(default_factory=dict)
     observations: list[str] = Field(default_factory=list)
     constraints: list[str] = Field(default_factory=list)
+    system_prompt: str | None = Field(default=None, max_length=8000)
     preferred_model: str | None = Field(default=None, max_length=200)
     thinking: dict[str, Any] | None = None
 

backend/app/schemas/user.py

@@ -12,17 +12,20 @@ class UserBase(BaseModel):
 class UserCreate(UserBase):
     password: str = Field(..., min_length=8)
     role: str = "viewer"
+    gatekeeper_groups: list[str] = Field(default_factory=list)
 
 
 class UserUpdate(BaseModel):
     email: Optional[EmailStr] = None
     role: Optional[str] = None
+    gatekeeper_groups: Optional[list[str]] = None
     is_active: Optional[bool] = None
 
 
 class UserInDB(UserBase):
     id: int
     role: str
+    gatekeeper_groups: list[str] = Field(default_factory=list)
     is_active: bool
     last_login_at: Optional[datetime]
     created_at: datetime
@@ -34,8 +37,36 @@ class UserInDB(UserBase):
 class UserResponse(UserBase):
     id: int
     role: str
+    gatekeeper_groups: list[str] = Field(default_factory=list)
     is_active: bool
+    email_verified: bool = False
     created_at: datetime
 
     class Config:
         from_attributes = True
+
+
+class UserRegister(BaseModel):
+    username: str = Field(..., min_length=3, max_length=50)
+    email: EmailStr
+    password: str = Field(..., min_length=8, max_length=128)
+
+
+class VerifyEmailRequest(BaseModel):
+    email: EmailStr
+    code: str = Field(..., min_length=6, max_length=6)
+
+
+class ResendCodeRequest(BaseModel):
+    email: EmailStr
+    purpose: str = Field(default="register", pattern="^(register|verify_email|reset_password)$")
+
+
+class ForgotPasswordRequest(BaseModel):
+    email: EmailStr
+
+
+class ResetPasswordRequest(BaseModel):
+    email: EmailStr
+    code: str = Field(..., min_length=6, max_length=6)
+    new_password: str = Field(..., min_length=8, max_length=128)

backend/app/services/ai_tools/__init__.py

@@ -0,0 +1,7 @@
+"""Backend-owned AI tool services.
+
+The services in this package are business tools used by Planet's backend
+orchestrators. They intentionally live outside ``aiprovider`` so model transport
+stays separate from evidence collection and domain policy.
+"""
+

backend/app/services/ai_tools/evidence_store.py

@@ -0,0 +1,48 @@
+from __future__ import annotations
+
+import hashlib
+from typing import Iterable
+
+from app.services.ai_tools.schemas import FetchedEvidence, SearchEvidence
+
+
+def evidence_content_hash(text: str) -> str:
+    return hashlib.sha256(text.encode("utf-8")).hexdigest()
+
+
+def normalize_search_evidence(items: Iterable[SearchEvidence], *, limit: int = 5) -> list[dict]:
+    normalized: list[dict] = []
+    seen_urls: set[str] = set()
+    for item in items:
+        if not item.url or item.url in seen_urls:
+            continue
+        seen_urls.add(item.url)
+        normalized.append(
+            {
+                "title": item.title,
+                "url": item.url,
+                "snippet": item.snippet,
+                "content": item.compact_text(),
+                "score": item.score,
+                "source_provider": item.source_provider,
+                "retrieved_at": item.retrieved_at.isoformat(),
+                "metadata": item.metadata,
+            }
+        )
+        if len(normalized) >= limit:
+            break
+    return normalized
+
+
+def normalize_fetched_evidence(item: FetchedEvidence, *, text_limit: int = 1200) -> dict:
+    text = " ".join(item.text.split())[:text_limit]
+    return {
+        "title": item.title,
+        "url": item.final_url or item.url,
+        "text": text,
+        "content_hash": item.content_hash or evidence_content_hash(item.text),
+        "extractor": item.extractor,
+        "retrieved_at": item.retrieved_at.isoformat(),
+        "metadata": item.metadata,
+    }
+

backend/app/services/ai_tools/schemas.py

@@ -0,0 +1,63 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime
+from typing import Any
+
+from pydantic import BaseModel, Field
+
+
+class SearchEvidence(BaseModel):
+    title: str = ""
+    url: str = ""
+    snippet: str = ""
+    content: str = ""
+    score: float | None = None
+    source_provider: str = ""
+    retrieved_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+    metadata: dict[str, Any] = Field(default_factory=dict)
+
+    def compact_text(self, limit: int = 700) -> str:
+        text = " ".join((self.content or self.snippet or "").split())
+        return text[:limit]
+
+
+class FetchedEvidence(BaseModel):
+    url: str
+    final_url: str = ""
+    title: str = ""
+    text: str = ""
+    content_hash: str = ""
+    extractor: str = "basic_html"
+    retrieved_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+    metadata: dict[str, Any] = Field(default_factory=dict)
+
+
+class WebSearchProviderConfig(BaseModel):
+    provider: str = "tavily"
+    base_url: str = ""
+    api_key: str = ""
+    max_results: int = Field(default=5, ge=1, le=20)
+    timeout_seconds: int = Field(default=20, ge=3, le=120)
+    endpoint_path: str = ""
+    search_depth: str = "basic"
+    engine: str = "google"
+    include_answer: bool = False
+    include_raw_content: bool = False
+    include_text: bool = False
+    categories: str = "general"
+    engines: list[str] = Field(default_factory=list)
+    search_path: str = ""
+    scrape_path: str = ""
+    scrape_formats: list[str] = Field(default_factory=lambda: ["markdown"])
+
+
+class WebSearchConfig(BaseModel):
+    enabled: bool = False
+    default_provider: str = "tavily"
+    provider: str = "tavily"
+    providers: dict[str, WebSearchProviderConfig] = Field(default_factory=dict)
+
+    @property
+    def active_provider_config(self) -> WebSearchProviderConfig:
+        return self.providers.get(self.default_provider) or self.providers.get(self.provider) or WebSearchProviderConfig(provider=self.default_provider or self.provider)
+

backend/app/services/ai_tools/web_fetch.py

@@ -0,0 +1,56 @@
+from __future__ import annotations
+
+import hashlib
+
+import httpx
+from bs4 import BeautifulSoup
+
+from app.services.ai_tools.schemas import FetchedEvidence
+
+
+class WebFetchError(RuntimeError):
+    pass
+
+
+def _extract_title_and_text(html: str) -> tuple[str, str]:
+    soup = BeautifulSoup(html, "html.parser")
+    for tag in soup(["script", "style", "noscript", "svg"]):
+        tag.decompose()
+    title = soup.title.get_text(" ", strip=True) if soup.title else ""
+    main = soup.find("main") or soup.find("article") or soup.body or soup
+    text = main.get_text("\n", strip=True)
+    lines = [line.strip() for line in text.splitlines() if line.strip()]
+    return title, "\n".join(lines)
+
+
+async def fetch_url_evidence(
+    url: str,
+    *,
+    timeout_seconds: int = 20,
+    max_bytes: int = 1_500_000,
+) -> FetchedEvidence:
+    if not url:
+        raise WebFetchError("url is required")
+    try:
+        async with httpx.AsyncClient(
+            timeout=timeout_seconds,
+            follow_redirects=True,
+            headers={"User-Agent": "PlanetEvidenceFetcher/1.0"},
+        ) as client:
+            response = await client.get(url)
+            response.raise_for_status()
+            content = response.content[:max_bytes]
+    except httpx.HTTPError as exc:
+        raise WebFetchError(f"failed to fetch page: {exc}") from exc
+
+    title, text = _extract_title_and_text(content.decode(response.encoding or "utf-8", errors="ignore"))
+    content_hash = hashlib.sha256(text.encode("utf-8")).hexdigest()
+    return FetchedEvidence(
+        url=url,
+        final_url=str(response.url),
+        title=title,
+        text=text,
+        content_hash=content_hash,
+        extractor="beautifulsoup_basic",
+    )
+

backend/app/services/ai_tools/web_search.py

@@ -0,0 +1,391 @@
+from __future__ import annotations
+
+from copy import deepcopy
+from typing import Any
+
+import httpx
+
+from app.services.ai_tools.schemas import SearchEvidence, WebSearchConfig, WebSearchProviderConfig
+
+
+WEB_SEARCH_PROVIDER_PRESETS: dict[str, dict[str, Any]] = {
+    "tavily": {
+        "provider": "tavily",
+        "label": "Tavily",
+        "api_key_env": "TAVILY_API_KEY",
+        "base_url": "https://api.tavily.com",
+        "endpoint_path": "/search",
+        "max_results": 5,
+        "timeout_seconds": 20,
+        "search_depth": "basic",
+        "include_answer": False,
+        "include_raw_content": False,
+    },
+    "brave": {
+        "provider": "brave",
+        "label": "Brave Search API",
+        "api_key_env": "BRAVE_SEARCH_API_KEY",
+        "base_url": "https://api.search.brave.com",
+        "endpoint_path": "/res/v1/web/search",
+        "max_results": 5,
+        "timeout_seconds": 20,
+    },
+    "serpapi": {
+        "provider": "serpapi",
+        "label": "SerpAPI",
+        "api_key_env": "SERPAPI_API_KEY",
+        "base_url": "https://serpapi.com",
+        "endpoint_path": "/search.json",
+        "engine": "google",
+        "max_results": 5,
+        "timeout_seconds": 20,
+    },
+    "exa": {
+        "provider": "exa",
+        "label": "Exa",
+        "api_key_env": "EXA_API_KEY",
+        "base_url": "https://api.exa.ai",
+        "endpoint_path": "/search",
+        "max_results": 5,
+        "timeout_seconds": 20,
+        "include_text": False,
+    },
+    "firecrawl": {
+        "provider": "firecrawl",
+        "label": "Firecrawl Search / Scrape",
+        "api_key_env": "FIRECRAWL_API_KEY",
+        "base_url": "https://api.firecrawl.dev",
+        "search_path": "/v2/search",
+        "scrape_path": "/v2/scrape",
+        "max_results": 5,
+        "timeout_seconds": 30,
+        "scrape_formats": ["markdown"],
+    },
+    "searxng": {
+        "provider": "searxng",
+        "label": "SearXNG",
+        "api_key_env": "SEARXNG_API_KEY",
+        "base_url": "http://localhost:8080",
+        "endpoint_path": "/",
+        "max_results": 5,
+        "timeout_seconds": 20,
+        "categories": "general",
+        "engines": [],
+    },
+}
+
+
+class WebSearchError(RuntimeError):
+    pass
+
+
+class WebSearchConfigurationError(WebSearchError):
+    pass
+
+
+def normalize_web_search_provider(provider: str | None) -> str:
+    return (provider or "tavily").strip().lower() or "tavily"
+
+
+def get_web_search_provider_preset(provider: str) -> dict[str, Any]:
+    provider_id = normalize_web_search_provider(provider)
+    preset = WEB_SEARCH_PROVIDER_PRESETS.get(provider_id)
+    if not preset:
+        raise ValueError(f"Unsupported web search provider: {provider}")
+    return deepcopy(preset)
+
+
+def list_web_search_provider_presets() -> list[dict[str, Any]]:
+    return [get_web_search_provider_preset(provider) for provider in WEB_SEARCH_PROVIDER_PRESETS]
+
+
+def provider_defaults(provider: str) -> WebSearchProviderConfig:
+    preset = get_web_search_provider_preset(provider)
+    return WebSearchProviderConfig(**{
+        key: value
+        for key, value in preset.items()
+        if key in WebSearchProviderConfig.model_fields
+    })
+
+
+class WebSearchClient:
+    def __init__(self, config: WebSearchConfig) -> None:
+        self.config = config
+
+    async def search(
+        self,
+        query: str,
+        *,
+        max_results: int | None = None,
+        domains: list[str] | None = None,
+        freshness_days: int | None = None,
+    ) -> list[SearchEvidence]:
+        if not self.config.enabled:
+            raise WebSearchConfigurationError("WebSearch is disabled.")
+        provider_config = self.config.active_provider_config
+        provider = normalize_web_search_provider(provider_config.provider)
+        if provider != "searxng" and not provider_config.api_key:
+            raise WebSearchConfigurationError(f"{provider} API key is not configured.")
+        query = " ".join(str(query or "").split())
+        if not query:
+            raise WebSearchConfigurationError("search query is required.")
+        limit = max_results or provider_config.max_results
+        if provider == "tavily":
+            return await self._search_tavily(provider_config, query, limit, domains, freshness_days)
+        if provider == "brave":
+            return await self._search_brave(provider_config, query, limit, domains)
+        if provider == "serpapi":
+            return await self._search_serpapi(provider_config, query, limit)
+        if provider == "exa":
+            return await self._search_exa(provider_config, query, limit, domains)
+        if provider == "firecrawl":
+            return await self._search_firecrawl(provider_config, query, limit)
+        if provider == "searxng":
+            return await self._search_searxng(provider_config, query, limit, domains)
+        raise WebSearchConfigurationError(f"Unsupported web search provider: {provider}")
+
+    async def test_connection(self) -> list[SearchEvidence]:
+        return await self.search("Planet WebSearch connectivity test", max_results=1)
+
+    async def _request_json(
+        self,
+        method: str,
+        url: str,
+        *,
+        provider_config: WebSearchProviderConfig,
+        headers: dict[str, str] | None = None,
+        params: dict[str, Any] | None = None,
+        json: dict[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        try:
+            async with httpx.AsyncClient(timeout=provider_config.timeout_seconds) as client:
+                response = await client.request(
+                    method,
+                    url,
+                    headers=headers,
+                    params=params,
+                    json=json,
+                )
+                response.raise_for_status()
+                data = response.json()
+        except httpx.HTTPStatusError as exc:
+            detail = exc.response.text or exc.response.reason_phrase
+            raise WebSearchError(f"{provider_config.provider} request failed: {detail}") from exc
+        except httpx.HTTPError as exc:
+            raise WebSearchError(f"{provider_config.provider} request failed: {exc}") from exc
+        except ValueError as exc:
+            raise WebSearchError(f"{provider_config.provider} returned invalid JSON") from exc
+        return data if isinstance(data, dict) else {}
+
+    async def _search_tavily(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+        domains: list[str] | None,
+        freshness_days: int | None,
+    ) -> list[SearchEvidence]:
+        body: dict[str, Any] = {
+            "api_key": config.api_key,
+            "query": query,
+            "max_results": max_results,
+            "search_depth": config.search_depth or "basic",
+            "include_answer": config.include_answer,
+            "include_raw_content": config.include_raw_content,
+        }
+        if domains:
+            body["include_domains"] = domains
+        if freshness_days:
+            body["days"] = freshness_days
+        data = await self._request_json(
+            "POST",
+            _join_url(config.base_url, config.endpoint_path or "/search"),
+            provider_config=config,
+            json=body,
+        )
+        return [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("url") or ""),
+                snippet=str(item.get("content") or ""),
+                content=str(item.get("raw_content") or ""),
+                score=_float_or_none(item.get("score")),
+                source_provider="tavily",
+                metadata={"query": data.get("query") or query},
+            )
+            for item in data.get("results") or []
+            if isinstance(item, dict) and item.get("url")
+        ]
+
+    async def _search_brave(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+        domains: list[str] | None,
+    ) -> list[SearchEvidence]:
+        search_query = query
+        if domains:
+            search_query = f"{query} " + " ".join(f"site:{domain}" for domain in domains)
+        data = await self._request_json(
+            "GET",
+            _join_url(config.base_url, config.endpoint_path or "/res/v1/web/search"),
+            provider_config=config,
+            headers={"X-Subscription-Token": config.api_key},
+            params={"q": search_query, "count": max_results},
+        )
+        results = (data.get("web") or {}).get("results") or []
+        return [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("url") or ""),
+                snippet=str(item.get("description") or ""),
+                source_provider="brave",
+                metadata={"age": item.get("age")},
+            )
+            for item in results
+            if isinstance(item, dict) and item.get("url")
+        ]
+
+    async def _search_serpapi(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+    ) -> list[SearchEvidence]:
+        data = await self._request_json(
+            "GET",
+            _join_url(config.base_url, config.endpoint_path or "/search.json"),
+            provider_config=config,
+            params={
+                "api_key": config.api_key,
+                "engine": config.engine or "google",
+                "q": query,
+                "num": max_results,
+            },
+        )
+        return [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("link") or ""),
+                snippet=str(item.get("snippet") or ""),
+                source_provider="serpapi",
+                metadata={"position": item.get("position")},
+            )
+            for item in data.get("organic_results") or []
+            if isinstance(item, dict) and item.get("link")
+        ]
+
+    async def _search_exa(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+        domains: list[str] | None,
+    ) -> list[SearchEvidence]:
+        body: dict[str, Any] = {
+            "query": query,
+            "numResults": max_results,
+        }
+        if domains:
+            body["includeDomains"] = domains
+        if config.include_text:
+            body["contents"] = {"text": True}
+        data = await self._request_json(
+            "POST",
+            _join_url(config.base_url, config.endpoint_path or "/search"),
+            provider_config=config,
+            headers={"Authorization": f"Bearer {config.api_key}"},
+            json=body,
+        )
+        return [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("url") or ""),
+                snippet=str(item.get("summary") or ""),
+                content=str(item.get("text") or ""),
+                score=_float_or_none(item.get("score")),
+                source_provider="exa",
+                metadata={"id": item.get("id")},
+            )
+            for item in data.get("results") or []
+            if isinstance(item, dict) and item.get("url")
+        ]
+
+    async def _search_firecrawl(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+    ) -> list[SearchEvidence]:
+        data = await self._request_json(
+            "POST",
+            _join_url(config.base_url, config.search_path or "/v2/search"),
+            provider_config=config,
+            headers={"Authorization": f"Bearer {config.api_key}"},
+            json={"query": query, "limit": max_results},
+        )
+        raw_results = data.get("data") or data.get("results") or []
+        return [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("url") or item.get("sourceURL") or ""),
+                snippet=str(item.get("description") or item.get("markdown") or ""),
+                source_provider="firecrawl",
+                metadata={"status": item.get("status")},
+            )
+            for item in raw_results
+            if isinstance(item, dict) and (item.get("url") or item.get("sourceURL"))
+        ]
+
+    async def _search_searxng(
+        self,
+        config: WebSearchProviderConfig,
+        query: str,
+        max_results: int,
+        domains: list[str] | None,
+    ) -> list[SearchEvidence]:
+        search_query = query
+        if domains:
+            search_query = f"{query} " + " ".join(f"site:{domain}" for domain in domains)
+        params: dict[str, Any] = {
+            "q": search_query,
+            "format": "json",
+            "categories": config.categories or "general",
+        }
+        if config.engines:
+            params["engines"] = ",".join(config.engines)
+        headers = {"Authorization": f"Bearer {config.api_key}"} if config.api_key else None
+        data = await self._request_json(
+            "GET",
+            _join_url(config.base_url, config.endpoint_path or "/"),
+            provider_config=config,
+            headers=headers,
+            params=params,
+        )
+        results = data.get("results") or []
+        evidence = [
+            SearchEvidence(
+                title=str(item.get("title") or ""),
+                url=str(item.get("url") or ""),
+                snippet=str(item.get("content") or ""),
+                score=_float_or_none(item.get("score")),
+                source_provider="searxng",
+                metadata={"engine": item.get("engine")},
+            )
+            for item in results
+            if isinstance(item, dict) and item.get("url")
+        ]
+        return evidence[:max_results]
+
+
+def _join_url(base_url: str, path: str) -> str:
+    return f"{(base_url or '').rstrip('/')}/{(path or '').lstrip('/')}"
+
+
+def _float_or_none(value: Any) -> float | None:
+    try:
+        return float(value)
+    except (TypeError, ValueError):
+        return None
+

backend/app/services/alert_ai_brief.py

@@ -8,6 +8,9 @@ from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.models.alert import Alert, AlertSeverity, AlertStatus
 from app.schemas.ai import AlertBriefRequest, SituationalAnalysisRequest
+from app.ai_tasks.prompts import get_effective_prompt
+
+ALERT_BRIEF_PROMPT_KEY = "alerts.brief"
 
 
 def _format_counter(counter: Counter[str], empty_text: str = "无") -> str:
@@ -84,11 +87,13 @@ async def build_alert_brief_request(
         "top_datasources": dict(datasource_counts.most_common(6)),
         "top_active_datasources": dict(active_datasource_counts.most_common(5)),
     }
+    prompt = await get_effective_prompt(db, ALERT_BRIEF_PROMPT_KEY)
 
     return (
         SituationalAnalysisRequest(
             title="告警态势 AI 简报",
-            objective="基于当前告警总量、严重度、状态、数据源分布与最近告警摘录，生成一份面向值班人员的简明告警态势简报，突出待处理风险、告警集中点和优先动作。",
+            objective=prompt.prompt,
+            system_prompt=prompt.system_prompt or None,
             observations=facts,
             constraints=[
                 "明确区分事实、推断与建议。",

backend/app/services/bgp_ai_brief.py

@@ -11,9 +11,12 @@ from app.models.bgp_anomaly import BGPAnomaly
 from app.models.bgp_incident import BGPIncident
 from app.models.bgp_observation import BGPObservation
 from app.schemas.ai import SituationalAnalysisRequest
+from app.ai_tasks.prompts import get_effective_prompt
 from app.services.bgp_collectors import build_bgp_collector_coverage
 from app.services.bgp_enrichment import lookup_prefix_geography
 
+BGP_BRIEF_PROMPT_KEY = "bgp.brief"
+
 
 def _format_counter(counter: dict[str, int], empty_text: str = "无") -> str:
     if not counter:
@@ -243,12 +246,15 @@ async def build_bgp_brief_request(
             for prefix, item in list(prefix_geographies.items())[:8]
         },
     }
+    prompt = await get_effective_prompt(db, BGP_BRIEF_PROMPT_KEY)
 
     return SituationalAnalysisRequest(
         title="BGP 态势 AI 简报",
-        objective="基于当前 BGP incidents、anomalies、原始观测事件、观测站覆盖与 prefix geography 证据，生成一份面向操作员的简明态势简报，突出区域热点、观测偏差、当前风险、证据和优先动作。",
+        objective=prompt.prompt,
+        system_prompt=prompt.system_prompt or None,
         observations=observations_lines,
         constraints=[
+            "直接输出中文 Markdown 简报正文，不要输出英文写作计划、提示词复述、字段说明或元评论。",
             "明确区分事实、推断与建议。",
             "优先指出需要立即关注的高严重度 incident 或异常模式。",
             "需要单独指出哪些区域结论来自 prefix geography / affected regions，哪些可能受 collector coverage 偏差影响。",

backend/app/services/bgp_collector_locations.py

@@ -0,0 +1,324 @@
+"""BGP route-collector location resolver.
+
+Collector positions are stored in the ``bgp_collector_locations`` database
+table. The old JSON registry is now only a seed payload used during database
+initialization, not a runtime resolver or candidate source.
+"""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any, Iterator
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.models.bgp_collector_location import BGPCollectorLocation
+from app.services.location import (
+    LocationCandidate,
+    LocationPipeline,
+    LocationQuery,
+    NominatimResolver,
+    ResolutionResult,
+    ResolverOutput,
+    SourceCoordinatesResolver,
+    build_default_nominatim_geocoder,
+    coerce_str,
+    normalize_text,
+)
+
+SEED_PATH = (
+    Path(__file__).resolve().parents[1]
+    / "data"
+    / "seeds"
+    / "ripe_ris_collector_locations_seed.json"
+)
+
+# ── Geocoder (kept at module level for monkeypatching + cache_clear) ──
+
+_geocode_online = build_default_nominatim_geocoder()
+
+
+# ── In-process compatibility cache ──────────────────────────────────
+
+
+RIPE_RIS_COLLECTOR_COORDS: dict[str, dict[str, Any]] = {}
+
+
+def _collector_record_to_dict(record: BGPCollectorLocation) -> dict[str, Any]:
+    return record.to_location_dict()
+
+
+def set_bgp_collector_location_cache(
+    locations: dict[str, dict[str, Any]],
+) -> None:
+    """Replace the legacy compatibility cache in-place."""
+    RIPE_RIS_COLLECTOR_COORDS.clear()
+    RIPE_RIS_COLLECTOR_COORDS.update(
+        {coerce_str(key): dict(value) for key, value in locations.items()}
+    )
+
+
+async def refresh_bgp_collector_location_cache(
+    session: AsyncSession,
+) -> dict[str, dict[str, Any]]:
+    result = await session.execute(select(BGPCollectorLocation))
+    records = result.scalars().all()
+    cache = {
+        record.collector_id: _collector_record_to_dict(record)
+        for record in records
+        if record.collector_id
+    }
+    set_bgp_collector_location_cache(cache)
+    return cache
+
+
+def _load_seed_payload() -> dict[str, Any]:
+    with SEED_PATH.open("r", encoding="utf-8") as handle:
+        return json.load(handle)
+
+
+def _seed_entry_to_record_kwargs(entry: dict[str, Any], collector_id: str) -> dict[str, Any]:
+    return {
+        "collector_id": collector_id,
+        "operator": entry.get("operator") or "RIPE NCC",
+        "site": entry.get("site"),
+        "city": entry.get("city"),
+        "country": entry.get("country"),
+        "latitude": entry.get("latitude"),
+        "longitude": entry.get("longitude"),
+        "precision": entry.get("precision") or "city",
+        "confidence": entry.get("confidence"),
+        "source": "legacy_seed",
+        "source_url": None,
+        "source_note": entry.get("source_note")
+        or "Seeded from legacy RIPE RIS collector coordinates",
+        "raw_payload": entry,
+        "needs_confirmation": True,
+        "verification_status": "unverified",
+        "verified_at": None,
+    }
+
+
+async def seed_default_bgp_collector_locations(session: AsyncSession) -> None:
+    """Seed default RIPE RIS collector locations without overwriting users."""
+    payload = _load_seed_payload()
+    for entry in payload.get("locations", []):
+        aliases = entry.get("aliases") or []
+        collector_ids = [
+            coerce_str(alias)
+            for alias in aliases
+            if coerce_str(alias).startswith("rrc")
+        ]
+        if not collector_ids:
+            continue
+        collector_id = collector_ids[0]
+        existing = await session.scalar(
+            select(BGPCollectorLocation).where(
+                BGPCollectorLocation.collector_id == collector_id
+            )
+        )
+        if existing:
+            continue
+        session.add(
+            BGPCollectorLocation(
+                **_seed_entry_to_record_kwargs(entry, collector_id)
+            )
+        )
+    await session.commit()
+    await refresh_bgp_collector_location_cache(session)
+
+
+def get_bgp_collector_location_dict(collector_name: str) -> dict[str, Any]:
+    """Return the current cached collector location dict, or ``{}`` if unknown."""
+    return dict(RIPE_RIS_COLLECTOR_COORDS.get(coerce_str(collector_name), {}))
+
+
+def iter_known_collector_names() -> Iterator[str]:
+    """Yield every collector technical name (rrcXX) known in the cache."""
+    return iter(sorted(RIPE_RIS_COLLECTOR_COORDS.keys()))
+
+
+# ── Pipeline construction ──────────────────────────────────────────
+
+
+class StoredCollectorLocationResolver:
+    """Resolve a collector through the DB-backed compatibility cache."""
+
+    name = "stored_collector_location"
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput:
+        collector = coerce_str(query.name)
+        if not collector:
+            for alias in query.aliases:
+                collector = coerce_str(alias)
+                if collector:
+                    break
+        if not collector:
+            return ResolverOutput()
+        location = get_bgp_collector_location_dict(collector)
+        if not location:
+            return ResolverOutput()
+        latitude = location.get("latitude")
+        longitude = location.get("longitude")
+        if latitude in (None, 0.0) or longitude in (None, 0.0):
+            return ResolverOutput()
+        return ResolverOutput(
+            candidates=(
+                LocationCandidate(
+                    latitude=float(latitude),
+                    longitude=float(longitude),
+                    display_name=location.get("matched_location_name") or collector,
+                    precision=location.get("precision") or "city",
+                    confidence=float(location.get("confidence") or 0.85),
+                    query=f"stored_collector_location::{collector}",
+                    source=location.get("source") or self.name,
+                    source_note=location.get("source_note"),
+                    matched_fields=("collector",),
+                    needs_confirmation=bool(location.get("needs_confirmation")),
+                    city=location.get("city"),
+                    region=None,
+                    country=location.get("country"),
+                    matched_location_name=(
+                        location.get("matched_location_name") or collector
+                    ),
+                    location_verified_at=location.get("verified_at"),
+                    suggested_registry_entry=None,
+                ),
+            )
+        )
+
+
+def _bgp_collector_query_plan(
+    query: LocationQuery,
+) -> list[tuple[str, tuple[str, ...]]]:
+    """Build the Nominatim query plan for a BGP collector."""
+    extra = query.extra or {}
+    site = str(extra.get("site") or "")
+    operator = str(extra.get("operator") or "")
+    city = query.city or ""
+    country = query.country or ""
+
+    plan: list[tuple[str, tuple[str, ...]]] = []
+
+    def add(parts: list[tuple[str, str]]) -> None:
+        non_empty = [(field, value) for field, value in parts if value]
+        if not non_empty:
+            return
+        seen: set[str] = set()
+        cleaned: list[str] = []
+        fields: list[str] = []
+        for field, value in non_empty:
+            key = normalize_text(value)
+            if not key or key in seen:
+                continue
+            seen.add(key)
+            cleaned.append(value)
+            fields.append(field)
+        if not cleaned:
+            return
+        composed = ", ".join(cleaned)
+        if not any(composed == existing for existing, _ in plan):
+            plan.append((composed, tuple(fields)))
+
+    add([("site", site), ("city", city), ("country", country)])
+    add([("site", site), ("country", country)])
+    add([("operator", operator), ("city", city), ("country", country)])
+    add([("city", city), ("country", country)])
+    return plan
+
+
+BGP_COLLECTOR_PIPELINE = LocationPipeline(
+    [
+        SourceCoordinatesResolver(),
+        StoredCollectorLocationResolver(),
+    ],
+    failure_reason=(
+        "Could not resolve BGP collector to renderable coordinates from"
+        " source coordinates or stored collector location."
+    ),
+)
+
+BGP_COLLECTOR_COLLECTION_PIPELINE = LocationPipeline(
+    [
+        SourceCoordinatesResolver(),
+        NominatimResolver(
+            query_plan_builder=_bgp_collector_query_plan,
+            # Late-binding so tests can monkeypatch ``_geocode_online``.
+            geocoder=lambda q: _geocode_online(q),
+        ),
+    ],
+    failure_reason=(
+        "Could not resolve BGP collector to renderable coordinates from"
+        " source coordinates or online geocoding."
+    ),
+)
+
+
+# ── Public API ─────────────────────────────────────────────────────
+
+
+def resolve_bgp_collector_location(
+    collector_name: str,
+    *,
+    city: str | None = None,
+    country: str | None = None,
+    site: str | None = None,
+    operator: str | None = None,
+) -> ResolutionResult:
+    """Resolve a BGP collector to its best-known stored location."""
+    stored = get_bgp_collector_location_dict(collector_name)
+    name = coerce_str(collector_name) or None
+    query = LocationQuery(
+        name=name,
+        aliases=tuple(filter(None, (collector_name,))),
+        city=coerce_str(city or stored.get("city")) or None,
+        country=coerce_str(country or stored.get("country")) or None,
+        extra={
+            "site": coerce_str(site or stored.get("site")),
+            "operator": coerce_str(operator or stored.get("operator")) or "RIPE NCC",
+        },
+    )
+    return BGP_COLLECTOR_PIPELINE.resolve_best(query)
+
+
+def collect_bgp_collector_location_candidates(
+    *,
+    collector: str | None = None,
+    city: str | None = None,
+    country: str | None = None,
+    site: str | None = None,
+    operator: str | None = None,
+) -> tuple[list[LocationCandidate], list[str]]:
+    query = build_bgp_collector_location_query(
+        collector=collector,
+        city=city,
+        country=country,
+        site=site,
+        operator=operator,
+    )
+    return BGP_COLLECTOR_COLLECTION_PIPELINE.collect_candidates(query)
+
+
+def build_bgp_collector_location_query(
+    *,
+    collector: str | None = None,
+    city: str | None = None,
+    country: str | None = None,
+    site: str | None = None,
+    operator: str | None = None,
+) -> LocationQuery:
+    stored = get_bgp_collector_location_dict(collector or "")
+    name = coerce_str(collector) or None
+    return LocationQuery(
+        name=name,
+        aliases=tuple(filter(None, (collector,))),
+        city=coerce_str(city or stored.get("city")) or None,
+        country=coerce_str(country or stored.get("country")) or None,
+        extra={
+            "site": coerce_str(site or stored.get("site")),
+            "operator": coerce_str(operator or stored.get("operator")) or "RIPE NCC",
+            "collector": coerce_str(collector),
+        },
+    )

backend/app/services/bgp_event_locations.py

@@ -0,0 +1,155 @@
+"""BGP event location resolver.
+
+A BGP event (announcement / withdrawal / RIB entry) is geographically tied to
+the route collector that observed it. This module defines the pipeline that
+turns an event payload into renderable coordinates.
+
+Current resolver chain:
+
+  SourceCoordinates  → event payload itself carries lat/lon (rare; some
+                       enriched feeds do).
+  InheritFromCollector → look up the owning collector via
+                         :func:`resolve_bgp_collector_location`.
+
+Future plug-ins (no consumer changes required, just append to the list):
+
+  ASNFacilityResolver — origin/peer ASN → peeringdb facility.
+  PrefixGeoResolver   — prefix → IP range geo lookup (iptoasn / opengeofeed).
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from app.services.bgp_collector_locations import (
+    get_bgp_collector_location_dict,
+)
+from app.services.location import (
+    InheritFromAnotherEntityResolver,
+    LocationCandidate,
+    LocationPipeline,
+    LocationQuery,
+    ResolutionResult,
+    SourceCoordinatesResolver,
+    coerce_str,
+)
+
+
+def _inherit_from_owning_collector(
+    query: LocationQuery,
+) -> LocationCandidate | None:
+    """Look up the event's owning collector by exact name in the DB-backed cache."""
+    extra = query.extra or {}
+    collector_name = coerce_str(extra.get("collector"))
+    if not collector_name:
+        return None
+    legacy = get_bgp_collector_location_dict(collector_name)
+    if not legacy:
+        return None
+    latitude = legacy.get("latitude")
+    longitude = legacy.get("longitude")
+    if latitude in (None, 0.0) or longitude in (None, 0.0):
+        return None
+    return LocationCandidate(
+        latitude=float(latitude),
+        longitude=float(longitude),
+        display_name=legacy.get("matched_location_name") or collector_name,
+        precision=legacy.get("precision") or "city",
+        confidence=float(legacy.get("confidence") or 0.85),
+        query=f"inherit_from_collector::{collector_name}",
+        source="inherited_from_collector",
+        source_note=(
+            f"Inherited from owning collector {collector_name}"
+        ),
+        matched_fields=("collector",),
+        needs_confirmation=bool(legacy.get("needs_confirmation")),
+        city=legacy.get("city"),
+        region=None,
+        country=legacy.get("country"),
+        matched_location_name=legacy.get("matched_location_name"),
+        location_verified_at=legacy.get("verified_at"),
+        suggested_registry_entry=None,
+    )
+
+
+BGP_EVENT_PIPELINE = LocationPipeline(
+    [
+        SourceCoordinatesResolver(),
+        InheritFromAnotherEntityResolver(
+            source_lookup=_inherit_from_owning_collector,
+            name="inherited_from_collector",
+        ),
+        # Plug new resolvers (peeringdb / ASN facility / prefix-geo) here.
+    ],
+    failure_reason=(
+        "Could not resolve BGP event coordinates: no source coords, owning"
+        " collector unknown, and no fallback resolver matched."
+    ),
+)
+
+
+def resolve_bgp_event_location(
+    *,
+    collector: str,
+    source_latitude: float | None = None,
+    source_longitude: float | None = None,
+    site: str | None = None,
+    operator: str | None = None,
+    peer_asn: int | None = None,
+    origin_asn: int | None = None,
+    prefix: str | None = None,
+) -> ResolutionResult:
+    """Resolve a BGP event to its renderable coordinates.
+
+    The ``peer_asn`` / ``origin_asn`` / ``prefix`` arguments are accepted
+    today so future resolvers (ASN→facility, prefix→geo) can consume them
+    without callers needing to change.
+    """
+    query = LocationQuery(
+        name=collector or None,
+        aliases=tuple(filter(None, (collector,))),
+        source_latitude=source_latitude,
+        source_longitude=source_longitude,
+        extra={
+            "collector": collector or "",
+            "site": coerce_str(site),
+            "operator": coerce_str(operator),
+            "peer_asn": peer_asn,
+            "origin_asn": origin_asn,
+            "prefix": coerce_str(prefix),
+        },
+    )
+    return BGP_EVENT_PIPELINE.resolve_best(query)
+
+
+def resolve_bgp_event_geo_dict(
+    collector: str,
+    *,
+    source_latitude: float | None = None,
+    source_longitude: float | None = None,
+) -> dict[str, Any]:
+    """Convenience wrapper returning the legacy ``collector_geo`` dict shape.
+
+    Preserves ``city``/``country``/``latitude``/``longitude`` keys (consumed
+    by existing detectors / enrichment / DB serialization) and adds
+    ``precision``/``source``/``needs_confirmation`` for richer downstream use.
+    """
+    result = resolve_bgp_event_location(
+        collector=collector,
+        source_latitude=source_latitude,
+        source_longitude=source_longitude,
+    )
+    candidate = result.location
+    if candidate is None:
+        return {}
+    return {
+        "city": candidate.city,
+        "country": candidate.country,
+        "latitude": candidate.latitude,
+        "longitude": candidate.longitude,
+        "precision": candidate.precision,
+        "source": candidate.source,
+        "needs_confirmation": candidate.needs_confirmation,
+        "matched_location_name": candidate.matched_location_name,
+        "confidence": candidate.confidence,
+    }

backend/app/services/collectors/__init__.py

@@ -36,6 +36,8 @@ from app.services.collectors.iptoasn import IPtoASNPrefixGeoCollector
 from app.services.collectors.opengeofeed import OpenGeoFeedPrefixGeoCollector
 from app.services.collectors.nro_delegated import NRODelegatedPrefixGeoCollector
 from app.services.collectors.news_live_streams import NewsLiveStreamsCollector
+from app.services.collectors.media_news_archive import MediaNewsArchiveCollector
+from app.services.collectors.aisstream import AISStreamCollector
 from app.services.collectors.vessel_ais import VesselAISCollector
 
 collector_registry.register(TOP500Collector())
@@ -64,4 +66,43 @@ collector_registry.register(IPtoASNPrefixGeoCollector())
 collector_registry.register(OpenGeoFeedPrefixGeoCollector())
 collector_registry.register(NRODelegatedPrefixGeoCollector())
 collector_registry.register(NewsLiveStreamsCollector())
+collector_registry.register(MediaNewsArchiveCollector())
 collector_registry.register(VesselAISCollector())
+collector_registry.register(AISStreamCollector())
+
+__all__ = [
+    "BaseCollector",
+    "HTTPCollector",
+    "IntervalCollector",
+    "collector_registry",
+    "CollectorRegistry",
+    "TOP500Collector",
+    "EpochAIGPUCollector",
+    "HuggingFaceModelCollector",
+    "HuggingFaceDatasetCollector",
+    "HuggingFaceSpacesCollector",
+    "PeeringDBIXPCollector",
+    "PeeringDBNetworkCollector",
+    "PeeringDBFacilityCollector",
+    "TeleGeographyCableCollector",
+    "TeleGeographyLandingPointCollector",
+    "TeleGeographyCableSystemCollector",
+    "CloudflareRadarDeviceCollector",
+    "CloudflareRadarTrafficCollector",
+    "CloudflareRadarTopASCollector",
+    "ArcGISCableCollector",
+    "FAOLandingPointCollector",
+    "ArcGISLandingPointCollector",
+    "ArcGISCableLandingRelationCollector",
+    "SpaceTrackTLECollector",
+    "CelesTrakTLECollector",
+    "RISLiveCollector",
+    "BGPStreamBackfillCollector",
+    "IPtoASNPrefixGeoCollector",
+    "OpenGeoFeedPrefixGeoCollector",
+    "NRODelegatedPrefixGeoCollector",
+    "NewsLiveStreamsCollector",
+    "MediaNewsArchiveCollector",
+    "VesselAISCollector",
+    "AISStreamCollector",
+]

backend/app/services/collectors/aisstream.py

@@ -0,0 +1,491 @@
+"""AISStream WebSocket collector for realtime vessel AIS observations."""
+
+from datetime import UTC, datetime
+import asyncio
+import json
+import os
+from typing import Any
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.data_sources import get_data_sources_config
+from app.core.time import to_iso8601_utc
+from app.core.websocket.broadcaster import broadcaster
+from app.models.datasource_config import DataSourceConfig
+from app.models.task import CollectionTask
+from app.services.collectors.base import BaseCollector
+from app.services.vessel_ais_aggregation import (
+    AISSTREAM_DELIVERY_MODE,
+    AISSTREAM_TRANSPORT,
+    record_vessel_ais_observation,
+    update_ais_source_health,
+)
+from app.services.vessel_types import normalize_vessel_type_name
+
+DEFAULT_AISSTREAM_URL = "wss://stream.aisstream.io/v0/stream"
+DEFAULT_BOUNDING_BOXES = [[[-90, -180], [90, 180]]]
+DEFAULT_MESSAGE_TYPES = ["PositionReport", "ShipStaticData"]
+
+
+class AISStreamCollector(BaseCollector):
+    """Collect AISStream WebSocket messages into the raw AIS observation layer."""
+
+    name = "aisstream_vessels"
+    priority = "P1"
+    module = "L4"
+    frequency_hours = 1
+    data_type = "vessel_ais"
+    fail_on_empty = False
+
+    async def _load_datasource_config(self) -> DataSourceConfig | None:
+        if self._db_session is None:
+            return None
+        result = await self._db_session.execute(
+            select(DataSourceConfig)
+            .where(DataSourceConfig.name == self.name)
+            .where(DataSourceConfig.is_active.is_(True))
+        )
+        return result.scalar_one_or_none()
+
+    async def _get_effective_config(self) -> dict[str, Any]:
+        datasource_config = await self._load_datasource_config()
+        config = dict(datasource_config.config or {}) if datasource_config else {}
+        auth_config = dict(datasource_config.auth_config or {}) if datasource_config else {}
+        endpoint = (
+            (datasource_config.endpoint if datasource_config else None)
+            or self._resolved_url
+            or get_data_sources_config().get_yaml_url(self.name)
+            or DEFAULT_AISSTREAM_URL
+        )
+        api_key = (
+            auth_config.get("api_key")
+            or config.get("api_key")
+            or os.getenv("AISSTREAM_API_KEY")
+        )
+        return {
+            "endpoint": endpoint,
+            "api_key": api_key,
+            "bounding_boxes": config.get("bounding_boxes") or DEFAULT_BOUNDING_BOXES,
+            "message_types": config.get("message_types") or DEFAULT_MESSAGE_TYPES,
+            "max_messages": int(config.get("max_messages") or 500),
+            "streaming_enabled": config.get("streaming_enabled", True) is not False,
+            "streaming_commit_interval": int(config.get("streaming_commit_interval") or 1),
+            "streaming_max_messages": int(config.get("streaming_max_messages") or 0),
+            "reconnect_delay_seconds": float(config.get("reconnect_delay_seconds") or 5),
+            "receive_timeout_seconds": float(config.get("receive_timeout_seconds") or 30),
+        }
+
+    def _build_subscription(self, config: dict[str, Any]) -> dict[str, Any]:
+        return {
+            "APIKey": config["api_key"],
+            "BoundingBoxes": config["bounding_boxes"],
+            "FilterMessageTypes": config["message_types"],
+        }
+
+    async def fetch(self) -> list[dict[str, Any]]:
+        config = await self._get_effective_config()
+        if not config["api_key"]:
+            raise RuntimeError("AISStream API key is not configured")
+
+        try:
+            import websockets
+        except ImportError as exc:
+            raise RuntimeError("Python package 'websockets' is required for AISStream") from exc
+
+        subscription = self._build_subscription(config)
+
+        messages: list[dict[str, Any]] = []
+        try:
+            async with websockets.connect(config["endpoint"]) as websocket:
+                await websocket.send(json.dumps(subscription))
+                while len(messages) < config["max_messages"]:
+                    try:
+                        raw_message = await asyncio.wait_for(
+                            websocket.recv(),
+                            timeout=config["receive_timeout_seconds"],
+                        )
+                    except TimeoutError:
+                        break
+                    payload = json.loads(raw_message)
+                    if isinstance(payload, dict):
+                        messages.append(payload)
+        except Exception as exc:
+            if self._db_session is not None:
+                await update_ais_source_health(
+                    self._db_session,
+                    source=self.name,
+                    connection_state="disconnected",
+                    last_error=f"{exc.__class__.__name__}: {exc}",
+                )
+                await self._db_session.commit()
+            raise
+
+        return messages
+
+    async def run(self, db: AsyncSession) -> dict[str, Any]:
+        """Run AISStream as a long-lived streaming collector by default."""
+        config = await self._get_effective_config()
+        if not config.get("streaming_enabled", True):
+            return await super().run(db)
+        if not config["api_key"]:
+            return {"status": "failed", "error": "AISStream API key is not configured"}
+
+        from app.services.collectors.registry import collector_registry
+
+        if not collector_registry.is_active(self.name):
+            return {"status": "skipped", "reason": "Collector is disabled"}
+
+        try:
+            import websockets
+        except ImportError:
+            return {"status": "failed", "error": "Python package 'websockets' is required for AISStream"}
+
+        start_time = datetime.now(UTC)
+        task = CollectionTask(
+            datasource_id=getattr(self, "_datasource_id", 1),
+            status="running",
+            phase="connecting",
+            phase_message="正在连接 AISStream 实时流",
+            phase_unit="messages",
+            started_at=start_time,
+        )
+        db.add(task)
+        await db.commit()
+        self._current_task = task
+        self._db_session = db
+        self._last_broadcast_progress = None
+        await self.resolve_url(db)
+        await self._publish_task_update(force=True)
+
+        records_added = 0
+        messages_seen = 0
+        unique_mmsi: set[str] = set()
+        reconnect_delay = config["reconnect_delay_seconds"]
+
+        try:
+            while True:
+                config = await self._get_effective_config()
+                subscription = self._build_subscription(config)
+                try:
+                    await update_ais_source_health(
+                        db,
+                        source=self.name,
+                        connection_state="connecting",
+                    )
+                    await self.set_phase("connecting", message="正在连接 AISStream 实时流")
+                    await db.commit()
+
+                    async with websockets.connect(config["endpoint"]) as websocket:
+                        await websocket.send(json.dumps(subscription))
+                        await update_ais_source_health(
+                            db,
+                            source=self.name,
+                            connection_state="connected",
+                            last_success_at=datetime.now(UTC),
+                        )
+                        await self.set_phase(
+                            "streaming",
+                            message="正在接收 AISStream 实时消息",
+                            reset_progress=False,
+                        )
+                        await db.commit()
+
+                        while True:
+                            try:
+                                raw_message = await asyncio.wait_for(
+                                    websocket.recv(),
+                                    timeout=config["receive_timeout_seconds"],
+                                )
+                            except TimeoutError:
+                                await update_ais_source_health(
+                                    db,
+                                    source=self.name,
+                                    connection_state="connected",
+                                    last_success_at=datetime.now(UTC),
+                                )
+                                await db.commit()
+                                continue
+
+                            payload = json.loads(raw_message)
+                            if not isinstance(payload, dict):
+                                continue
+                            messages_seen += 1
+                            record = self._normalize_message(payload)
+                            if not record:
+                                continue
+                            unique_mmsi.add(str(record["mmsi"]))
+                            created = await self._save_stream_record(db, record)
+                            if created:
+                                records_added += 1
+
+                            task.records_processed = messages_seen
+                            task.total_records = None
+                            task.progress = None
+                            task.phase = "streaming"
+                            task.phase_message = "正在接收 AISStream 实时消息"
+                            task.phase_current = messages_seen
+                            task.phase_total = None
+                            task.phase_unit = "messages"
+                            await self._publish_task_update(force=True)
+
+                            if config["streaming_max_messages"] and messages_seen >= config["streaming_max_messages"]:
+                                task.status = "success"
+                                task.phase = "stopped"
+                                task.phase_message = "AISStream 测试流已停止"
+                                task.completed_at = datetime.now(UTC)
+                                await db.commit()
+                                await self._publish_task_update(force=True)
+                                return {
+                                    "status": "success",
+                                    "task_id": task.id,
+                                    "records_processed": records_added,
+                                    "messages_seen": messages_seen,
+                                    "unique_mmsi": len(unique_mmsi),
+                                    "execution_time_seconds": (datetime.now(UTC) - start_time).total_seconds(),
+                                }
+                except asyncio.CancelledError:
+                    raise
+                except Exception as exc:
+                    await update_ais_source_health(
+                        db,
+                        source=self.name,
+                        connection_state="reconnecting",
+                        last_error=f"{exc.__class__.__name__}: {exc}",
+                    )
+                    task.phase = "reconnecting"
+                    task.phase_message = "AISStream 连接中断，正在重连"
+                    task.error_message = f"{exc.__class__.__name__}: {exc}"
+                    await db.commit()
+                    await self._publish_task_update(force=True)
+                    await asyncio.sleep(reconnect_delay)
+        except asyncio.CancelledError:
+            task.status = "cancelled"
+            task.phase = "stopped"
+            task.phase_message = "AISStream 实时流已停止"
+            task.completed_at = datetime.now(UTC)
+            await update_ais_source_health(
+                db,
+                source=self.name,
+                connection_state="disconnected",
+                last_error=None,
+            )
+            await db.commit()
+            await self._publish_task_update(force=True)
+            raise
+
+    def transform(self, raw_data: list[dict[str, Any]]) -> list[dict[str, Any]]:
+        records = []
+        for item in raw_data:
+            record = self._normalize_message(item)
+            if record:
+                records.append(record)
+        return records
+
+    async def _save_data(
+        self,
+        db: AsyncSession,
+        data: list[dict[str, Any]],
+        task_id: int | None = None,
+        snapshot_id: int | None = None,
+    ) -> int:
+        now = datetime.now(UTC)
+        records_added = 0
+        latest_observed_at = now
+        for index, item in enumerate(data):
+            observed_at = item.get("received_at") or now
+            observation = await record_vessel_ais_observation(
+                db,
+                source=self.name,
+                normalized_payload=item,
+                raw_payload=item.get("_raw_payload") or item,
+                delivery_mode=AISSTREAM_DELIVERY_MODE,
+                transport=AISSTREAM_TRANSPORT,
+                message_type=item.get("_message_type") or "PositionReport",
+                source_message_id=item.get("_source_message_id"),
+                observed_at=observed_at,
+                collected_at=now,
+            )
+            if observation is not None:
+                records_added += 1
+            if isinstance(observed_at, datetime) and observed_at > latest_observed_at:
+                latest_observed_at = observed_at
+            if (index + 1) % 1000 == 0:
+                await self.update_progress(index + 1, commit=True)
+
+        await update_ais_source_health(
+            db,
+            source=self.name,
+            connection_state="connected",
+            observed_count=len(data),
+            last_seen_at=latest_observed_at,
+            last_success_at=now if data else None,
+            lag_seconds=max((now - latest_observed_at).total_seconds(), 0),
+        )
+        await db.commit()
+        await self.update_progress(records_added, force=True)
+        return records_added
+
+    async def _save_stream_record(self, db: AsyncSession, item: dict[str, Any]) -> bool:
+        now = datetime.now(UTC)
+        observed_at = item.get("received_at") or now
+        observation = await record_vessel_ais_observation(
+            db,
+            source=self.name,
+            normalized_payload=item,
+            raw_payload=item.get("_raw_payload") or item,
+            delivery_mode=AISSTREAM_DELIVERY_MODE,
+            transport=AISSTREAM_TRANSPORT,
+            message_type=item.get("_message_type") or "PositionReport",
+            source_message_id=item.get("_source_message_id"),
+            observed_at=observed_at,
+            collected_at=now,
+        )
+        await update_ais_source_health(
+            db,
+            source=self.name,
+            connection_state="connected",
+            observed_count=1,
+            last_seen_at=observed_at if isinstance(observed_at, datetime) else now,
+            last_success_at=now,
+            lag_seconds=max((now - observed_at).total_seconds(), 0) if isinstance(observed_at, datetime) else None,
+        )
+        await db.commit()
+        await self._broadcast_vessel_delta(item, created=observation is not None)
+        return observation is not None
+
+    async def _broadcast_vessel_delta(self, item: dict[str, Any], *, created: bool) -> None:
+        await broadcaster.broadcast_custom(
+            "vessels",
+            {
+                "action": "upsert",
+                "source": self.name,
+                "created": created,
+                "vessels": [
+                    {
+                        "mmsi": item.get("mmsi"),
+                        "mmsi_display": str(item.get("mmsi")) if item.get("mmsi") is not None else None,
+                        "name": item.get("name"),
+                        "lat": item.get("lat"),
+                        "lon": item.get("lon"),
+                        "sog": item.get("sog"),
+                        "cog": item.get("cog"),
+                        "heading": item.get("heading"),
+                        "nav_status": item.get("nav_status"),
+                        "vessel_type": item.get("vessel_type"),
+                        "vessel_type_name": item.get("vessel_type_name"),
+                        "received_at": to_iso8601_utc(item.get("received_at")),
+                    }
+                ],
+            },
+        )
+
+    def _normalize_message(self, item: dict[str, Any]) -> dict[str, Any] | None:
+        message_type = str(item.get("MessageType") or item.get("message_type") or "")
+        metadata = item.get("MetaData") if isinstance(item.get("MetaData"), dict) else {}
+        message = item.get("Message") if isinstance(item.get("Message"), dict) else {}
+        body = message.get(message_type) if isinstance(message.get(message_type), dict) else message
+        if not isinstance(body, dict):
+            body = {}
+
+        mmsi = _as_int(_pick(metadata, "MMSI", "mmsi") or _pick(body, "MMSI", "mmsi"))
+        if mmsi is None:
+            return None
+
+        received_at = _parse_datetime(
+            _pick(metadata, "time_utc", "Time_UTC", "timestamp")
+            or _pick(body, "Timestamp", "timestamp", "time")
+        )
+        ship_name = _clean_text(
+            _pick(body, "Name", "ShipName", "name")
+            or _pick(metadata, "ShipName", "ship_name", "name")
+        )
+        record: dict[str, Any] = {
+            "mmsi": mmsi,
+            "received_at": received_at,
+            "_message_type": message_type or None,
+            "_source_message_id": item.get("MessageID") or item.get("message_id"),
+            "_raw_payload": item,
+        }
+
+        lat = _as_float(_pick(body, "Latitude", "lat", "latitude"))
+        lon = _as_float(_pick(body, "Longitude", "lon", "lng", "longitude"))
+        if lat is not None and lon is not None:
+            if not (-90 <= lat <= 90 and -180 <= lon <= 180):
+                return None
+            record.update(
+                {
+                    "lat": lat,
+                    "lon": lon,
+                    "sog": _as_float(_pick(body, "Sog", "SOG", "speedOverGround")),
+                    "cog": _as_float(_pick(body, "Cog", "COG", "courseOverGround")),
+                    "heading": _as_int(_pick(body, "TrueHeading", "Heading", "heading")),
+                    "nav_status": _as_int(_pick(body, "NavigationalStatus", "nav_status")),
+                }
+            )
+
+        vessel_type = _as_int(_pick(body, "Type", "ShipType", "vessel_type"))
+        record.update(
+            {
+                "name": ship_name,
+                "callsign": _pick(body, "CallSign", "callsign"),
+                "imo": _as_int(_pick(body, "ImoNumber", "IMO", "imo")),
+                "vessel_type": vessel_type,
+                "vessel_type_name": _pick(body, "TypeName", "ShipTypeName", "vessel_type_name")
+                or normalize_vessel_type_name(vessel_type),
+                "length": _as_float(_pick(body, "DimensionToBow", "Length", "length")),
+                "width": _as_float(_pick(body, "DimensionToPort", "Width", "width")),
+            }
+        )
+        return record
+
+
+def _pick(item: dict[str, Any], *keys: str) -> Any:
+    for key in keys:
+        if key in item and item[key] not in (None, ""):
+            return item[key]
+    return None
+
+
+def _clean_text(value: Any) -> str | None:
+    if value in (None, ""):
+        return None
+    text = str(value).strip()
+    return text or None
+
+
+def _as_float(value: Any) -> float | None:
+    try:
+        if value in (None, ""):
+            return None
+        return float(value)
+    except (TypeError, ValueError):
+        return None
+
+
+def _as_int(value: Any) -> int | None:
+    try:
+        if value in (None, ""):
+            return None
+        return int(float(value))
+    except (TypeError, ValueError):
+        return None
+
+
+def _parse_datetime(value: Any) -> datetime | None:
+    if isinstance(value, datetime):
+        return value if value.tzinfo else value.replace(tzinfo=UTC)
+    if not value:
+        return None
+    if isinstance(value, (int, float)):
+        timestamp = float(value)
+        if timestamp > 10_000_000_000:
+            timestamp /= 1000
+        return datetime.fromtimestamp(timestamp, UTC)
+    if isinstance(value, str):
+        try:
+            parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
+            return parsed if parsed.tzinfo else parsed.replace(tzinfo=UTC)
+        except ValueError:
+            return None
+    return None

backend/app/services/collectors/base.py

@@ -13,6 +13,7 @@ from app.core.config import settings
 from app.core.countries import normalize_country
 from app.core.time import to_iso8601_utc
 from app.core.websocket.broadcaster import broadcaster
+from app.services.earth_layer_cache import invalidate_earth_layer_cache_for_source
 
 
 class BaseCollector(ABC):
@@ -54,6 +55,11 @@ class BaseCollector(ABC):
                 "task_id": self._current_task.id,
                 "status": self._current_task.status,
                 "phase": self._current_task.phase,
+                "phase_progress": self._current_task.phase_progress,
+                "phase_message": self._current_task.phase_message,
+                "phase_current": self._current_task.phase_current,
+                "phase_total": self._current_task.phase_total,
+                "phase_unit": self._current_task.phase_unit,
                 "progress": progress,
                 "records_processed": self._current_task.records_processed,
                 "total_records": self._current_task.total_records,
@@ -80,12 +86,52 @@ class BaseCollector(ABC):
 
             await self._publish_task_update(force=force)
 
-    async def set_phase(self, phase: str):
+    async def set_phase(self, phase: str, *, message: str | None = None, reset_progress: bool = True):
         if self._current_task and self._db_session:
             self._current_task.phase = phase
+            self._current_task.phase_message = message
+            if reset_progress:
+                self._current_task.phase_progress = None
+                self._current_task.phase_current = None
+                self._current_task.phase_total = None
+                self._current_task.phase_unit = None
             await self._db_session.commit()
             await self._publish_task_update(force=True)
 
+    async def update_phase_progress(
+        self,
+        *,
+        current: int | None = None,
+        total: int | None = None,
+        unit: str | None = None,
+        message: str | None = None,
+        progress: float | None = None,
+        commit: bool = False,
+        force: bool = False,
+    ):
+        """Update progress for the current phase without changing task totals."""
+        if not self._current_task or not self._db_session:
+            return
+
+        if progress is None and current is not None and total and total > 0:
+            progress = (current / total) * 100
+
+        if progress is not None:
+            self._current_task.phase_progress = max(0.0, min(float(progress), 100.0))
+        if current is not None:
+            self._current_task.phase_current = max(0, int(current))
+        if total is not None:
+            self._current_task.phase_total = max(0, int(total))
+        if unit is not None:
+            self._current_task.phase_unit = unit
+        if message is not None:
+            self._current_task.phase_message = message
+
+        if commit:
+            await self._db_session.commit()
+
+        await self._publish_task_update(force=force)
+
     @abstractmethod
     async def fetch(self) -> List[Dict[str, Any]]:
         """Fetch raw data from source"""
@@ -251,7 +297,7 @@ class BaseCollector(ABC):
         await self._publish_task_update(force=True)
 
         try:
-            await self.set_phase("fetching")
+            await self.set_phase("fetching", message="正在拉取原始数据")
             raw_data = await self.fetch()
             task.total_records = len(raw_data)
             await db.commit()
@@ -260,15 +306,20 @@ class BaseCollector(ABC):
             if self.fail_on_empty and not raw_data:
                 raise RuntimeError(f"Collector {self.name} returned no data")
 
-            await self.set_phase("transforming")
+            await self.set_phase("transforming", message="正在转换采集数据")
             data = self.transform(raw_data)
             snapshot_id = await self._create_snapshot(db, task_id, data, start_time)
 
-            await self.set_phase("saving")
+            await self.set_phase("saving", message="正在保存采集数据")
             records_count = await self._save_data(db, data, task_id=task_id, snapshot_id=snapshot_id)
 
             task.status = "success"
             task.phase = "completed"
+            task.phase_progress = 100.0
+            task.phase_message = "采集完成"
+            task.phase_current = records_count
+            task.phase_total = records_count
+            task.phase_unit = "records"
             task.records_processed = records_count
             task.progress = 100.0
             task.completed_at = datetime.now(UTC)
@@ -285,6 +336,7 @@ class BaseCollector(ABC):
             await db.rollback()
             task.status = "cancelled"
             task.phase = "cancelled"
+            task.phase_message = "采集已取消"
             task.error_message = "Collection cancelled by operator and rolled back"
             task.completed_at = datetime.now(UTC)
             if snapshot_id is not None:
@@ -301,6 +353,7 @@ class BaseCollector(ABC):
             await db.rollback()
             task.status = "failed"
             task.phase = "failed"
+            task.phase_message = str(e)
             task.error_message = str(e)
             task.completed_at = datetime.now(UTC)
             if snapshot_id is not None:
@@ -479,6 +532,7 @@ class BaseCollector(ABC):
                 }
 
         await db.commit()
+        invalidate_earth_layer_cache_for_source(self.name)
         await self.update_progress(len(data), force=True)
         return records_added
 

backend/app/services/collectors/bgp_common.py

@@ -13,7 +13,13 @@ from sqlalchemy.ext.asyncio import AsyncSession
 from app.models.bgp_anomaly import BGPAnomaly
 from app.models.bgp_observation import BGPObservation
 from app.models.collected_data import CollectedData
+from app.services.bgp_collector_locations import (
+    RIPE_RIS_COLLECTOR_COORDS,
+    get_bgp_collector_location_dict,
+)
+from app.services.bgp_event_locations import resolve_bgp_event_geo_dict
 from app.services.bgp_incidents import create_bgp_incidents_for_anomalies
+from app.services.earth_layer_cache import invalidate_earth_layer_cache_for_source
 from app.services.bgp_detectors import (
     detect_mass_withdrawal_anomalies,
     detect_more_specific_burst_anomalies,
@@ -23,32 +29,17 @@ from app.services.bgp_detectors import (
 )
 from app.services.bgp_enrichment import enrich_bgp_events_for_batch, extract_bgp_network_fields
 
-
-RIPE_RIS_COLLECTOR_COORDS: dict[str, dict[str, Any]] = {
-    "rrc00": {"city": "Amsterdam", "country": "Netherlands", "latitude": 52.3676, "longitude": 4.9041},
-    "rrc01": {"city": "London", "country": "United Kingdom", "latitude": 51.5072, "longitude": -0.1276},
-    "rrc03": {"city": "Amsterdam", "country": "Netherlands", "latitude": 52.3676, "longitude": 4.9041},
-    "rrc04": {"city": "Geneva", "country": "Switzerland", "latitude": 46.2044, "longitude": 6.1432},
-    "rrc05": {"city": "Vienna", "country": "Austria", "latitude": 48.2082, "longitude": 16.3738},
-    "rrc06": {"city": "Otemachi", "country": "Japan", "latitude": 35.686, "longitude": 139.7671},
-    "rrc07": {"city": "Stockholm", "country": "Sweden", "latitude": 59.3293, "longitude": 18.0686},
-    "rrc10": {"city": "Milan", "country": "Italy", "latitude": 45.4642, "longitude": 9.19},
-    "rrc11": {"city": "New York", "country": "United States", "latitude": 40.7128, "longitude": -74.006},
-    "rrc12": {"city": "Frankfurt", "country": "Germany", "latitude": 50.1109, "longitude": 8.6821},
-    "rrc13": {"city": "Moscow", "country": "Russia", "latitude": 55.7558, "longitude": 37.6173},
-    "rrc14": {"city": "Palo Alto", "country": "United States", "latitude": 37.4419, "longitude": -122.143},
-    "rrc15": {"city": "Sao Paulo", "country": "Brazil", "latitude": -23.5558, "longitude": -46.6396},
-    "rrc16": {"city": "Miami", "country": "United States", "latitude": 25.7617, "longitude": -80.1918},
-    "rrc18": {"city": "Barcelona", "country": "Spain", "latitude": 41.3874, "longitude": 2.1686},
-    "rrc19": {"city": "Johannesburg", "country": "South Africa", "latitude": -26.2041, "longitude": 28.0473},
-    "rrc20": {"city": "Zurich", "country": "Switzerland", "latitude": 47.3769, "longitude": 8.5417},
-    "rrc21": {"city": "Paris", "country": "France", "latitude": 48.8566, "longitude": 2.3522},
-    "rrc22": {"city": "Bucharest", "country": "Romania", "latitude": 44.4268, "longitude": 26.1025},
-    "rrc23": {"city": "Singapore", "country": "Singapore", "latitude": 1.3521, "longitude": 103.8198},
-    "rrc24": {"city": "Montevideo", "country": "Uruguay", "latitude": -34.9011, "longitude": -56.1645},
-    "rrc25": {"city": "Amsterdam", "country": "Netherlands", "latitude": 52.3676, "longitude": 4.9041},
-    "rrc26": {"city": "Dubai", "country": "United Arab Emirates", "latitude": 25.2048, "longitude": 55.2708},
-}
+# Re-exported for backward compatibility with anything that imports
+# ``RIPE_RIS_COLLECTOR_COORDS`` from this module. New code should call
+# ``app.services.bgp_collector_locations.get_bgp_collector_location_dict()``
+# or ``resolve_bgp_collector_location()`` instead — those use the DB-backed
+# collector-location cache.
+__all__ = [
+    "RIPE_RIS_COLLECTOR_COORDS",
+    "normalize_bgp_event",
+    "save_bgp_observations_for_batch",
+    "create_bgp_anomalies_for_batch",
+]
 
 
 def _safe_int(value: Any) -> int | None:
@@ -131,7 +122,19 @@ def normalize_bgp_event(payload: dict[str, Any], *, project: str) -> dict[str, A
     )
     source_id = hashlib.sha1(source_material.encode("utf-8")).hexdigest()[:24]
 
-    collector_location = RIPE_RIS_COLLECTOR_COORDS.get(collector, {})
+    # Routes through the BGP event pipeline: source coords (if any) →
+    # collector inheritance. Returned dict keeps the legacy
+    # {city, country, latitude, longitude} keys plus richer
+    # {precision, source, needs_confirmation, matched_location_name, confidence}.
+    collector_location = resolve_bgp_event_geo_dict(
+        collector,
+        source_latitude=payload.get("latitude"),
+        source_longitude=payload.get("longitude"),
+    )
+    # Empty result (unknown collector & no source coords) — keep the
+    # downstream-expected dict shape so detectors / serializers don't crash.
+    if not collector_location:
+        collector_location = get_bgp_collector_location_dict(collector)
     network_fields = extract_bgp_network_fields(prefix)
     metadata = {
         "project": project,
@@ -221,6 +224,8 @@ async def save_bgp_observations_for_batch(
 
     if created:
         await db.commit()
+        for source in {"ris_live_bgp", "bgpstream_bgp"}:
+            invalidate_earth_layer_cache_for_source(source)
 
     return created
 

backend/app/services/collectors/iptoasn.py

@@ -108,6 +108,11 @@ class IPtoASNPrefixGeoCollector(BaseCollector):
                 self._current_task.total_records = total_expected
                 self._current_task.records_processed = 0
                 self._current_task.progress = 0.0
+                self._current_task.phase_progress = 0.0
+                self._current_task.phase_message = "正在下载 IPtoASN 数据"
+                self._current_task.phase_current = 0
+                self._current_task.phase_total = total_expected
+                self._current_task.phase_unit = "bytes"
                 await self._db_session.commit()
                 await self._publish_task_update(force=True)
 
@@ -135,7 +140,14 @@ class IPtoASNPrefixGeoCollector(BaseCollector):
                         return
                     last_emit["value"] = aggregated
                     last_emit["t"] = now
-                await self.update_progress(min(aggregated, total_expected), commit=True)
+                current = min(aggregated, total_expected)
+                await self.update_phase_progress(
+                    current=current,
+                    total=total_expected,
+                    unit="bytes",
+                    message="正在下载 IPtoASN 数据",
+                )
+                await self.update_progress(current, commit=True)
 
             batches = await asyncio.gather(
                 *(
@@ -148,6 +160,12 @@ class IPtoASNPrefixGeoCollector(BaseCollector):
                 )
             )
             if total_expected > 0:
+                await self.update_phase_progress(
+                    current=total_expected,
+                    total=total_expected,
+                    unit="bytes",
+                    message="IPtoASN 数据下载完成",
+                )
                 await self.update_progress(total_expected, commit=True, force=True)
 
         rows: list[dict[str, Any]] = []

backend/app/services/collectors/media_news_archive.py

@@ -0,0 +1,57 @@
+from __future__ import annotations
+
+from typing import Any
+
+from app.services.collectors.base import BaseCollector
+from app.services.earth_news_store import list_all_earth_news_records
+
+
+class MediaNewsArchiveCollector(BaseCollector):
+    name = "media_news_archive"
+    priority = "P2"
+    module = "L4"
+    frequency_hours = 12
+    data_type = "news_item"
+    fail_on_empty = False
+
+    async def fetch(self) -> list[dict[str, Any]]:
+        if not self._db_session:
+            return []
+
+        records = await list_all_earth_news_records(self._db_session)
+        items: list[dict[str, Any]] = []
+        for record in records:
+            location_meta = dict(record.location_meta or {})
+            target = location_meta.get("target") if isinstance(location_meta.get("target"), dict) else {}
+            country = target.get("country")
+            city = target.get("city")
+            items.append(
+                {
+                    "id": record.id,
+                    "source_id": record.id,
+                    "name": record.title,
+                    "title": record.title,
+                    "description": record.summary,
+                    "country": country,
+                    "city": city,
+                    "latitude": record.latitude,
+                    "longitude": record.longitude,
+                    "reference_date": record.published_at,
+                    "metadata": {
+                        "url": record.url,
+                        "source": record.source,
+                        "feed_name": record.feed_name,
+                        "region": record.region,
+                        "homepage_url": record.homepage_url,
+                        "published_at": record.published_at.isoformat() if record.published_at else None,
+                        "location_label": record.location_label,
+                        "location_source": record.location_source,
+                        "verified": record.verified,
+                        "location_meta": location_meta,
+                        "first_seen_at": record.first_seen_at.isoformat() if record.first_seen_at else None,
+                        "last_seen_at": record.last_seen_at.isoformat() if record.last_seen_at else None,
+                        "resolved_at": record.resolved_at.isoformat() if record.resolved_at else None,
+                    },
+                }
+            )
+        return items

backend/app/services/collectors/nro_delegated.py

@@ -39,12 +39,23 @@ class NRODelegatedPrefixGeoCollector(BaseCollector):
                 self._current_task.total_records = total_expected
                 self._current_task.records_processed = 0
                 self._current_task.progress = 0.0
+                self._current_task.phase_progress = 0.0
+                self._current_task.phase_message = "正在下载 NRO delegated 数据"
+                self._current_task.phase_current = 0
+                self._current_task.phase_total = total_expected
+                self._current_task.phase_unit = "bytes"
                 await self._db_session.commit()
                 await self._publish_task_update(force=True)
 
             async def on_progress(downloaded: int, total: int | None) -> None:
                 if not total or total <= 0:
                     return
+                await self.update_phase_progress(
+                    current=min(downloaded, total),
+                    total=total,
+                    unit="bytes",
+                    message="正在下载 NRO delegated 数据",
+                )
                 await self.update_progress(min(downloaded, total), commit=True)
 
             body_path = await self._downloader.download_file(

backend/app/services/collectors/opengeofeed.py

@@ -40,12 +40,23 @@ class OpenGeoFeedPrefixGeoCollector(BaseCollector):
                 self._current_task.total_records = total_expected
                 self._current_task.records_processed = 0
                 self._current_task.progress = 0.0
+                self._current_task.phase_progress = 0.0
+                self._current_task.phase_message = "正在下载 OpenGeoFeed 数据"
+                self._current_task.phase_current = 0
+                self._current_task.phase_total = total_expected
+                self._current_task.phase_unit = "bytes"
                 await self._db_session.commit()
                 await self._publish_task_update(force=True)
 
             async def on_progress(downloaded: int, total: int | None) -> None:
                 if not total or total <= 0:
                     return
+                await self.update_phase_progress(
+                    current=min(downloaded, total),
+                    total=total,
+                    unit="bytes",
+                    message="正在下载 OpenGeoFeed 数据",
+                )
                 await self.update_progress(min(downloaded, total), commit=True)
 
             body_path = await self._downloader.download_file(

backend/app/services/collectors/vessel_ais.py

@@ -1,28 +1,26 @@
 """BarentsWatch AIS collector for vessel tracking."""
 
-from datetime import UTC, datetime, timedelta
+from datetime import UTC, datetime
 from typing import Any
 
 import httpx
-from sqlalchemy import delete, select
 from sqlalchemy.ext.asyncio import AsyncSession
 
-from app.models.vessel import VesselPosition, VesselStatic
+from app.core.time import to_iso8601_utc
+from app.core.websocket.broadcaster import broadcaster
 from app.services.barentswatch import (
     BARENTSWATCH_LATEST_URL,
     fetch_barentswatch_access_token,
     resolve_barentswatch_config,
 )
 from app.services.collectors.base import BaseCollector
-
-
-VESSEL_TYPE_NAMES = {
-    30: "Fishing",
-    35: "Military",
-    60: "Passenger",
-    70: "Cargo",
-    80: "Tanker",
-}
+from app.services.vessel_ais_aggregation import (
+    BARENTSWATCH_DELIVERY_MODE,
+    BARENTSWATCH_TRANSPORT,
+    record_vessel_ais_observation,
+    update_ais_source_health,
+)
+from app.services.vessel_types import normalize_vessel_type_name
 
 
 class VesselAISCollector(BaseCollector):
@@ -92,51 +90,75 @@ class VesselAISCollector(BaseCollector):
         records_added = 0
 
         for index, item in enumerate(data):
-            static = await db.get(VesselStatic, item["mmsi"])
-            if static is None:
-                static = VesselStatic(mmsi=item["mmsi"])
-                db.add(static)
-
-            for field in (
-                "name",
-                "callsign",
-                "vessel_type",
-                "vessel_type_name",
-                "flag",
-                "length",
-                "width",
-                "draught",
-                "imo",
-            ):
-                value = item.get(field)
-                if value not in (None, ""):
-                    setattr(static, field, value)
-            static.updated_at = now
-
-            db.add(
-                VesselPosition(
-                    mmsi=item["mmsi"],
-                    lat=item["lat"],
-                    lon=item["lon"],
-                    sog=item.get("sog"),
-                    cog=item.get("cog"),
-                    heading=item.get("heading"),
-                    nav_status=item.get("nav_status"),
-                    received_at=item.get("received_at") or now,
-                )
+            observed_at = item.get("received_at") or now
+            await record_vessel_ais_observation(
+                db,
+                source=self.name,
+                normalized_payload=item,
+                raw_payload=item,
+                delivery_mode=BARENTSWATCH_DELIVERY_MODE,
+                transport=BARENTSWATCH_TRANSPORT,
+                observed_at=observed_at,
+                collected_at=now,
             )
             records_added += 1
 
             if (index + 1) % 1000 == 0:
                 await self.update_progress(index + 1, commit=True)
 
-        await db.execute(
-            delete(VesselPosition).where(VesselPosition.received_at < now - timedelta(hours=24))
+        latest_observed_at = max(
+            (item.get("received_at") for item in data if item.get("received_at")),
+            default=now,
+        )
+        await update_ais_source_health(
+            db,
+            source=self.name,
+            connection_state="connected",
+            observed_count=len(data),
+            last_seen_at=latest_observed_at,
+            last_success_at=now if data else None,
+            lag_seconds=max((now - latest_observed_at).total_seconds(), 0),
         )
         await db.commit()
+        await self._broadcast_vessel_snapshot(data)
         await self.update_progress(records_added, force=True)
         return records_added
 
+    async def _broadcast_vessel_snapshot(self, data: list[dict[str, Any]]) -> None:
+        """Push REST collector updates through the same realtime vessel channel."""
+        if not data:
+            return
+
+        batch_size = 500
+        for offset in range(0, len(data), batch_size):
+            batch = data[offset : offset + batch_size]
+            await broadcaster.broadcast_custom(
+                "vessels",
+                {
+                    "action": "upsert",
+                    "source": self.name,
+                    "created": True,
+                    "vessels": [
+                        {
+                            "mmsi": item.get("mmsi"),
+                            "mmsi_display": str(item.get("mmsi")) if item.get("mmsi") is not None else None,
+                            "name": item.get("name"),
+                            "callsign": item.get("callsign"),
+                            "lat": item.get("lat"),
+                            "lon": item.get("lon"),
+                            "sog": item.get("sog"),
+                            "cog": item.get("cog"),
+                            "heading": item.get("heading"),
+                            "nav_status": item.get("nav_status"),
+                            "vessel_type": item.get("vessel_type"),
+                            "vessel_type_name": item.get("vessel_type_name"),
+                            "received_at": to_iso8601_utc(item.get("received_at")),
+                        }
+                        for item in batch
+                    ],
+                },
+            )
+
     def _normalize_record(self, item: dict[str, Any]) -> dict[str, Any] | None:
         mmsi = _as_int(_pick(item, "mmsi", "MMSI", "Mmsi"))
         lat = _as_float(_pick(item, "lat", "latitude", "Latitude"))
@@ -156,7 +178,7 @@ class VesselAISCollector(BaseCollector):
         vessel_type = _as_int(_pick(item, "vessel_type", "shipType", "ship_type", "ShipType"))
         vessel_type_name = (
             _pick(item, "vessel_type_name", "shipTypeName", "ship_type_name", "VesselTypeName")
-            or _vessel_type_name(vessel_type)
+            or normalize_vessel_type_name(vessel_type)
         )
         received_at = _parse_datetime(_pick(item, "received_at", "timestamp", "time", "msgtime"))
 
@@ -255,19 +277,3 @@ def _parse_datetime(value: Any) -> datetime | None:
         except ValueError:
             return None
     return None
-
-
-def _vessel_type_name(vessel_type: int | None) -> str:
-    if vessel_type is None:
-        return "Other"
-    if 70 <= vessel_type <= 79:
-        return "Cargo"
-    if 80 <= vessel_type <= 89:
-        return "Tanker"
-    if 60 <= vessel_type <= 69:
-        return "Passenger"
-    if vessel_type == 30:
-        return "Fishing"
-    if vessel_type == 35:
-        return "Military"
-    return VESSEL_TYPE_NAMES.get(vessel_type, "Other")

backend/app/services/compute_center_locations.py

@@ -0,0 +1,886 @@
+"""Compute-center location resolver, built on the shared location pipeline.
+
+This module is a thin domain wrapper that wires up
+:mod:`app.services.location` for compute centers:
+
+    SourceCoordinates
+
+The online Nominatim step is intentionally reserved for the user-triggered
+``collect-location`` flow. The regular GeoJSON endpoint runs during Earth
+startup, so it must stay local and deterministic.
+
+For the full design and the reason behind the abstraction (compute centers,
+BGP collectors, BGP events, and future entities all share one pipeline),
+see ``docs/plans/location-resolver-shared-pipeline-plan.md``.
+
+The ``ComputeCenterLocation`` dataclass and the public function signatures are
+preserved verbatim so existing callers and tests do not need to change.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass
+from datetime import UTC, datetime
+from functools import lru_cache
+from typing import Any
+
+import httpx
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.collected_data_fields import get_record_field
+from app.models.collected_data import CollectedData
+from app.models.compute_center_location import ComputeCenterLocationRecord
+
+from app.services.location import (
+    LocationCandidate,
+    LocationPipeline,
+    LocationQuery,
+    NominatimResolver,
+    ResolverOutput,
+    SourceCoordinatesResolver,
+    build_default_nominatim_geocoder,
+    coerce_str,
+    normalize_country_text,
+    normalize_text,
+    parse_float,
+)
+
+ROR_SEARCH_URL = "https://api.ror.org/v2/organizations"
+DEFAULT_ROR_USER_AGENT = "planet-earth-location-resolver/1.0"
+DEFAULT_ROR_TIMEOUT_SECONDS = 8.0
+RENDERABLE_PRECISIONS: tuple[str, ...] = ("precise", "site", "city")
+FORBIDDEN_PRECISIONS: tuple[str, ...] = (
+    "country",
+    "estimated_country",
+    "country_major_compute_city",
+    "region",
+    "unknown",
+)
+
+# ── Public dataclasses ──────────────────────────────────────────────
+
+
+@dataclass(frozen=True)
+class ComputeCenterLocation:
+    latitude: float | None
+    longitude: float | None
+    location_precision: str
+    geography_mode: str
+    is_estimated: bool
+    estimated_reason: str | None = None
+    location_confidence: float | None = None
+    location_source: str | None = None
+    location_source_note: str | None = None
+    location_verified_at: str | None = None
+    matched_location_name: str | None = None
+    needs_confirmation: bool = False
+    city: str | None = None
+    region: str | None = None
+    country: str | None = None
+
+    @property
+    def is_renderable(self) -> bool:
+        if self.latitude in (None, 0.0) or self.longitude in (None, 0.0):
+            return False
+        return self.location_precision in RENDERABLE_PRECISIONS
+
+    def to_geojson_properties(self) -> dict[str, Any]:
+        return {
+            "latitude": self.latitude,
+            "longitude": self.longitude,
+            "location_precision": self.location_precision,
+            "geography_mode": self.geography_mode,
+            "is_estimated": self.is_estimated,
+            "estimated_reason": self.estimated_reason,
+            "location_confidence": self.location_confidence,
+            "location_source": self.location_source,
+            "location_source_note": self.location_source_note,
+            "location_verified_at": self.location_verified_at,
+            "matched_location_name": self.matched_location_name,
+            "needs_confirmation": self.needs_confirmation,
+        }
+
+
+@dataclass(frozen=True)
+class ResolutionDiagnostic:
+    failure_reason: str
+    attempted_queries: tuple[str, ...] = ()
+    record_id: int | None = None
+    source: str | None = None
+    source_id: str | None = None
+    name: str | None = None
+    country: str | None = None
+    city: str | None = None
+    site: str | None = None
+    operator: str | None = None
+
+    def to_dict(self) -> dict[str, Any]:
+        return {
+            "failure_reason": self.failure_reason,
+            "attempted_queries": list(self.attempted_queries),
+            "record_id": self.record_id,
+            "source": self.source,
+            "source_id": self.source_id,
+            "name": self.name,
+            "country": self.country,
+            "city": self.city,
+            "site": self.site,
+            "operator": self.operator,
+        }
+
+
+@dataclass(frozen=True)
+class ResolutionResult:
+    location: ComputeCenterLocation | None
+    diagnostic: ResolutionDiagnostic | None
+
+    @property
+    def is_resolved(self) -> bool:
+        return bool(self.location and self.location.is_renderable)
+
+
+# ── Geocoder (kept at module level so tests can monkeypatch + cache_clear) ──
+
+_geocode_online = build_default_nominatim_geocoder()
+
+
+# ── Stored location cache ───────────────────────────────────────────
+
+
+COMPUTE_CENTER_LOCATION_CACHE: dict[str, dict[str, Any]] = {}
+
+
+def _cache_key(source: str | None, source_id: str | None) -> str:
+    return f"{coerce_str(source)}:{coerce_str(source_id)}"
+
+
+def set_compute_center_location_cache(
+    locations: dict[str, dict[str, Any]],
+) -> None:
+    COMPUTE_CENTER_LOCATION_CACHE.clear()
+    COMPUTE_CENTER_LOCATION_CACHE.update(
+        {coerce_str(key): dict(value) for key, value in locations.items()}
+    )
+
+
+async def refresh_compute_center_location_cache(
+    session: AsyncSession,
+) -> dict[str, dict[str, Any]]:
+    result = await session.execute(select(ComputeCenterLocationRecord))
+    records = result.scalars().all()
+    cache = {}
+    for record in records:
+        if not hasattr(record, "to_location_dict"):
+            continue
+        if not record.source or not record.source_id:
+            continue
+        cache[_cache_key(record.source, record.source_id)] = record.to_location_dict()
+    set_compute_center_location_cache(cache)
+    return cache
+
+
+def get_compute_center_location_dict(
+    source: str | None,
+    source_id: str | None,
+) -> dict[str, Any]:
+    return dict(COMPUTE_CENTER_LOCATION_CACHE.get(_cache_key(source, source_id), {}))
+
+
+# ── Pipeline construction ──────────────────────────────────────────
+
+
+@lru_cache(maxsize=512)
+def _lookup_ror_organization(query: str) -> dict[str, Any] | None:
+    """Lookup a research organization in ROR for user-triggered candidates."""
+    if not query:
+        return None
+    response = httpx.get(
+        ROR_SEARCH_URL,
+        params={"query": query},
+        headers={"User-Agent": DEFAULT_ROR_USER_AGENT},
+        timeout=DEFAULT_ROR_TIMEOUT_SECONDS,
+    )
+    response.raise_for_status()
+    payload = response.json()
+    items = payload.get("items") if isinstance(payload, dict) else None
+    if not isinstance(items, list) or not items:
+        return None
+    first = items[0]
+    if not isinstance(first, dict):
+        return None
+    organization = first.get("organization")
+    if isinstance(organization, dict):
+        return organization
+    return first
+
+
+def _compute_center_ror_query_plan(
+    query: LocationQuery,
+) -> list[tuple[str, tuple[str, ...]]]:
+    extra = query.extra or {}
+    raw_parts: list[tuple[str, str]] = [
+        ("site", coerce_str(extra.get("site"))),
+        ("operator", coerce_str(extra.get("operator"))),
+        ("organization", coerce_str(extra.get("organization"))),
+    ]
+    for field, value in tuple(raw_parts):
+        if "/" not in value:
+            continue
+        raw_parts.extend(
+            (field, part.strip())
+            for part in value.split("/")
+            if len(part.strip()) >= 3
+        )
+
+    plan: list[tuple[str, tuple[str, ...]]] = []
+    seen: set[str] = set()
+    for field, value in raw_parts:
+        key = normalize_text(value)
+        if not key or key in seen:
+            continue
+        seen.add(key)
+        plan.append((value, (field,)))
+    return plan
+
+
+def _organization_label(organization: dict[str, Any], fallback: str) -> str:
+    names = organization.get("names")
+    if isinstance(names, list):
+        for name in names:
+            if not isinstance(name, dict):
+                continue
+            types = name.get("types")
+            if isinstance(types, list) and "ror_display" in types:
+                value = coerce_str(name.get("value"))
+                if value:
+                    return value
+        for name in names:
+            if isinstance(name, dict):
+                value = coerce_str(name.get("value"))
+                if value:
+                    return value
+    return fallback
+
+
+class ROROrganizationResolver:
+    """Resolve source-provided organization/site text through the open ROR API."""
+
+    name = "ror_organization_registry"
+
+    def __init__(
+        self,
+        *,
+        query_plan_builder=_compute_center_ror_query_plan,
+        lookup=lambda q: _lookup_ror_organization(q),
+        confidence: float = 0.68,
+    ) -> None:
+        self._query_plan_builder = query_plan_builder
+        self._lookup = lookup
+        self._confidence = confidence
+
+    def resolve(self, query: LocationQuery):
+        from app.services.location import ResolverOutput
+        from app.services.location.text import parse_float
+
+        attempted: list[str] = []
+        candidates: list[LocationCandidate] = []
+        context_country = normalize_text(normalize_country_text(query.country))
+
+        for ror_query, matched_fields in self._query_plan_builder(query):
+            attempted.append(f"ror:{ror_query}")
+            try:
+                organization = self._lookup(ror_query)
+            except Exception:
+                continue
+            if not isinstance(organization, dict):
+                continue
+            locations = organization.get("locations")
+            if not isinstance(locations, list) or not locations:
+                continue
+            location = locations[0]
+            if not isinstance(location, dict):
+                continue
+            details = location.get("geonames_details")
+            if not isinstance(details, dict):
+                continue
+            latitude = parse_float(details.get("lat"))
+            longitude = parse_float(details.get("lng"))
+            if latitude in (None, 0.0) or longitude in (None, 0.0):
+                continue
+
+            country = normalize_country_text(details.get("country_name"))
+            if context_country and normalize_text(country) != context_country:
+                continue
+
+            city = coerce_str(details.get("name")) or None
+            region = coerce_str(details.get("country_subdivision_name")) or None
+            display_name = _organization_label(organization, ror_query)
+            ror_id = coerce_str(organization.get("id"))
+            geonames_id = location.get("geonames_id")
+            source_note = (
+                f"ROR organization match: {display_name}"
+                + (f" ({ror_id})" if ror_id else "")
+                + (f"; GeoNames {geonames_id}" if geonames_id else "")
+            )
+            candidates.append(
+                LocationCandidate(
+                    latitude=latitude,
+                    longitude=longitude,
+                    display_name=display_name,
+                    precision="city",
+                    confidence=self._confidence,
+                    query=ror_query,
+                    source=self.name,
+                    source_note=source_note,
+                    matched_fields=matched_fields,
+                    needs_confirmation=True,
+                    city=city,
+                    region=region,
+                    country=country or query.country,
+                    matched_location_name=display_name,
+                    location_verified_at=None,
+                    suggested_registry_entry=None,
+                )
+            )
+
+        return ResolverOutput(
+            candidates=tuple(candidates),
+            attempted_queries=tuple(attempted),
+        )
+
+
+class StoredComputeCenterLocationResolver:
+    """Resolve a compute center through the DB-backed current-location cache."""
+
+    name = "stored_compute_center_location"
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput:
+        extra = query.extra or {}
+        stored = get_compute_center_location_dict(
+            coerce_str(extra.get("source")),
+            coerce_str(extra.get("source_id")),
+        )
+        if not stored:
+            return ResolverOutput()
+        latitude = parse_float(stored.get("latitude"))
+        longitude = parse_float(stored.get("longitude"))
+        if latitude in (None, 0.0) or longitude in (None, 0.0):
+            return ResolverOutput()
+        return ResolverOutput(
+            candidates=(
+                LocationCandidate(
+                    latitude=latitude,
+                    longitude=longitude,
+                    display_name=stored.get("name") or query.name or "Compute center",
+                    precision=stored.get("precision") or "city",
+                    confidence=float(stored.get("confidence") or 0.85),
+                    query=f"stored_compute_center_location::{stored.get('source')}:{stored.get('source_id')}",
+                    source=self.name,
+                    source_note=stored.get("source_note"),
+                    matched_fields=("source", "source_id"),
+                    needs_confirmation=bool(stored.get("needs_confirmation")),
+                    city=stored.get("city") or query.city,
+                    region=None,
+                    country=stored.get("country") or query.country,
+                    matched_location_name=stored.get("site") or stored.get("name") or query.name,
+                    location_verified_at=stored.get("verified_at"),
+                    suggested_registry_entry=None,
+                ),
+            )
+        )
+
+
+def _short_system_name(name: Any) -> str:
+    """Strip vendor/system suffix from TOP500 names like ``"El Capitan - HPE Cray ..."``."""
+    text = coerce_str(name)
+    if not text:
+        return ""
+    head = text.split(" - ", 1)[0].strip()
+    return head or text
+
+
+def _record_context(record: Any, metadata: dict[str, Any]) -> dict[str, str]:
+    name = coerce_str(getattr(record, "name", None))
+    return {
+        "source": coerce_str(getattr(record, "source", None)),
+        "source_id": coerce_str(getattr(record, "source_id", None)),
+        "name": name,
+        "name_short": _short_system_name(name),
+        "city": coerce_str(get_record_field(record, "city")),
+        "country": coerce_str(get_record_field(record, "country")),
+        "site": coerce_str(metadata.get("site") or metadata.get("organization")),
+        "operator": coerce_str(
+            metadata.get("operator")
+            or metadata.get("organization")
+            or metadata.get("owner")
+            or metadata.get("manufacturer")
+        ),
+        "organization": coerce_str(metadata.get("organization")),
+    }
+
+
+def _context_to_query(
+    context: dict[str, str],
+    *,
+    source_lat: float | None = None,
+    source_lon: float | None = None,
+) -> LocationQuery:
+    name = context.get("name") or None
+    name_short = context.get("name_short") or ""
+    aliases: tuple[str, ...] = ()
+    if name_short and name_short != name:
+        aliases = (name_short,)
+    return LocationQuery(
+        name=name,
+        aliases=aliases,
+        city=context.get("city") or None,
+        country=context.get("country") or None,
+        source_latitude=source_lat,
+        source_longitude=source_lon,
+        extra={
+            "source": context.get("source") or "",
+            "source_id": context.get("source_id") or "",
+            "site": context.get("site") or "",
+            "operator": context.get("operator") or "",
+            "organization": context.get("organization") or "",
+        },
+    )
+
+
+def _compute_center_query_plan(
+    query: LocationQuery,
+) -> list[tuple[str, tuple[str, ...]]]:
+    """Build the Nominatim query plan for a compute-center query.
+
+    Mirrors the legacy ``_build_online_query_plan`` ordering exactly.
+    """
+    name = query.name or ""
+    name_short = (query.aliases[0] if query.aliases else "") or name
+    extra = query.extra or {}
+    site = str(extra.get("site") or "")
+    operator = str(extra.get("operator") or "")
+    city = query.city or ""
+    country = query.country or ""
+
+    plan: list[tuple[str, tuple[str, ...]]] = []
+
+    def add(parts: list[tuple[str, str]]) -> None:
+        non_empty = [(field, value) for field, value in parts if value]
+        if not non_empty:
+            return
+        seen: set[str] = set()
+        cleaned: list[str] = []
+        fields: list[str] = []
+        for field, value in non_empty:
+            key = normalize_text(value)
+            if not key or key in seen:
+                continue
+            seen.add(key)
+            cleaned.append(value)
+            fields.append(field)
+        if not cleaned:
+            return
+        composed = ", ".join(cleaned)
+        if not any(composed == existing for existing, _ in plan):
+            plan.append((composed, tuple(fields)))
+
+    add([("site", site), ("country", country)])
+    add([("operator", operator), ("city", city), ("country", country)])
+    add([("name", name_short), ("operator", operator), ("country", country)])
+    add([("name", name_short), ("site", site)])
+    add([("name", name_short), ("country", country)])
+    add([("name", name_short), ("city", city), ("country", country)])
+    add([("city", city), ("country", country)])
+    if name and name != name_short:
+        add([("name", name), ("country", country)])
+    return plan
+
+
+COMPUTE_CENTER_PIPELINE = LocationPipeline(
+    [
+        SourceCoordinatesResolver(),
+        StoredComputeCenterLocationResolver(),
+    ],
+    failure_reason=(
+        "Could not resolve to city-level coordinates from source coords"
+        " or stored compute-center location."
+    ),
+)
+
+COMPUTE_CENTER_COLLECTION_PIPELINE = LocationPipeline(
+    [
+        SourceCoordinatesResolver(),
+        ROROrganizationResolver(),
+        NominatimResolver(
+            query_plan_builder=_compute_center_query_plan,
+            # Late-binding so test monkeypatching of ``_geocode_online`` works.
+            geocoder=lambda q: _geocode_online(q),
+        ),
+    ],
+    failure_reason=(
+        "Could not resolve to city-level coordinates from source coords"
+        ", ROR organization lookup, or online geocoding."
+    ),
+)
+
+
+# ── Candidate → ComputeCenterLocation conversion ───────────────────
+
+
+_GEOGRAPHY_MODE_BY_SOURCE = {
+    "source_coordinates": "source_coordinates",
+    "stored_compute_center_location": "stored_compute_center_location",
+    "ror_organization_registry": "ror_organization",
+    "nominatim_online_geocode": "online_geocode",
+}
+
+
+def _candidate_to_location(
+    candidate: LocationCandidate,
+    *,
+    context: dict[str, str],
+) -> ComputeCenterLocation:
+    geography_mode = _GEOGRAPHY_MODE_BY_SOURCE.get(candidate.source, "online_geocode")
+    is_estimated = candidate.needs_confirmation or candidate.source.startswith(
+        "nominatim"
+    )
+    estimated_reason: str | None
+    if candidate.source == "source_coordinates":
+        estimated_reason = None
+    elif candidate.source == "stored_compute_center_location":
+        estimated_reason = candidate.source_note
+    elif candidate.source == "ror_organization_registry":
+        fields_summary = ", ".join(candidate.matched_fields) or "organization"
+        estimated_reason = (
+            f"Resolved by ROR organization lookup '{candidate.query}' "
+            f"(matched fields: {fields_summary})"
+        )
+    elif candidate.source == "nominatim_online_geocode":
+        fields_summary = ", ".join(candidate.matched_fields) or "name"
+        estimated_reason = (
+            f"Resolved by online geocoding query '{candidate.query}' "
+            f"(matched fields: {fields_summary})"
+        )
+    else:
+        estimated_reason = candidate.source_note
+
+    country = (
+        candidate.country
+        or normalize_country_text(context.get("country"))
+        or context.get("country")
+        or None
+    )
+    return ComputeCenterLocation(
+        latitude=candidate.latitude,
+        longitude=candidate.longitude,
+        location_precision=candidate.precision,
+        geography_mode=geography_mode,
+        is_estimated=is_estimated,
+        estimated_reason=estimated_reason,
+        location_confidence=candidate.confidence,
+        location_source=candidate.source,
+        location_source_note=candidate.source_note,
+        location_verified_at=candidate.location_verified_at,
+        matched_location_name=candidate.matched_location_name
+        or context.get("name")
+        or None,
+        needs_confirmation=candidate.needs_confirmation,
+        city=candidate.city or context.get("city") or None,
+        region=candidate.region,
+        country=country,
+    )
+
+
+def _diagnostic_for(
+    record: Any,
+    context: dict[str, str],
+    *,
+    failure_reason: str,
+    attempted_queries: tuple[str, ...] = (),
+) -> ResolutionDiagnostic:
+    return ResolutionDiagnostic(
+        failure_reason=failure_reason,
+        attempted_queries=attempted_queries,
+        record_id=getattr(record, "id", None),
+        source=getattr(record, "source", None),
+        source_id=getattr(record, "source_id", None),
+        name=context.get("name") or getattr(record, "name", None),
+        country=context.get("country") or None,
+        city=context.get("city") or None,
+        site=context.get("site") or None,
+        operator=context.get("operator") or None,
+    )
+
+
+# ── Public API ─────────────────────────────────────────────────────
+
+
+def resolve_compute_center_location(
+    record: Any,
+    metadata: dict[str, Any] | None = None,
+) -> ComputeCenterLocation:
+    """Backwards-compatible thin wrapper returning the renderable location only.
+
+    Records that cannot be resolved to city-level get a placeholder
+    :class:`ComputeCenterLocation` with ``location_precision='unknown'``.
+    Callers should generally prefer :func:`resolve_compute_center_location_full`.
+    """
+    full = resolve_compute_center_location_full(record, metadata)
+    return full.location or ComputeCenterLocation(
+        latitude=None,
+        longitude=None,
+        location_precision="unknown",
+        geography_mode="unresolved",
+        is_estimated=True,
+        estimated_reason="No resolvable location hints",
+        location_confidence=0.0,
+        location_source="unknown",
+        location_source_note=(
+            "No source coordinates, ROR organization match, or online"
+            " geocoding result."
+        ),
+        matched_location_name=None,
+        needs_confirmation=False,
+    )
+
+
+def resolve_compute_center_location_full(
+    record: Any,
+    metadata: dict[str, Any] | None = None,
+    *,
+    allow_online: bool = False,
+) -> ResolutionResult:
+    metadata = metadata or {}
+    context = _record_context(record, metadata)
+
+    from app.services.location.text import parse_float as _parse_float
+
+    source_lat = _parse_float(get_record_field(record, "latitude"))
+    source_lon = _parse_float(get_record_field(record, "longitude"))
+    if source_lat in (None, 0.0):
+        source_lat = None
+    if source_lon in (None, 0.0):
+        source_lon = None
+
+    query = _context_to_query(
+        context, source_lat=source_lat, source_lon=source_lon
+    )
+    pipeline = (
+        COMPUTE_CENTER_COLLECTION_PIPELINE
+        if allow_online
+        else COMPUTE_CENTER_PIPELINE
+    )
+    pipeline_result = pipeline.resolve_best(query)
+
+    if pipeline_result.location and pipeline_result.location.precision in RENDERABLE_PRECISIONS:
+        location = _candidate_to_location(pipeline_result.location, context=context)
+        return ResolutionResult(location=location, diagnostic=None)
+
+    return ResolutionResult(
+        location=None,
+        diagnostic=_diagnostic_for(
+            record,
+            context,
+            failure_reason=(
+                "Could not resolve to city-level coordinates from source coords"
+                ", ROR organization lookup, or online geocoding."
+                if allow_online
+                else (
+                    "Could not resolve to city-level coordinates from source coords"
+                    " or stored compute-center location."
+                )
+            ),
+            attempted_queries=pipeline_result.attempted_queries,
+        ),
+    )
+
+
+def collect_location_candidates(
+    *,
+    name: str | None = None,
+    source: str | None = None,
+    source_id: str | None = None,
+    operator: str | None = None,
+    site: str | None = None,
+    city: str | None = None,
+    country: str | None = None,
+    organization: str | None = None,
+    record_id: int | None = None,
+) -> tuple[list[LocationCandidate], list[str]]:
+    """Run the full resolution chain and return ranked candidates with attempted queries.
+
+    The unused ``source`` / ``source_id`` / ``record_id`` arguments are kept
+    for backward compatibility with the API handler that calls this function.
+    """
+    query = build_compute_center_location_query(
+        name=name,
+        source=source,
+        source_id=source_id,
+        operator=operator,
+        site=site,
+        city=city,
+        country=country,
+        organization=organization,
+    )
+    return COMPUTE_CENTER_COLLECTION_PIPELINE.collect_candidates(query)
+
+
+def build_compute_center_location_query(
+    *,
+    name: str | None = None,
+    source: str | None = None,
+    source_id: str | None = None,
+    operator: str | None = None,
+    site: str | None = None,
+    city: str | None = None,
+    country: str | None = None,
+    organization: str | None = None,
+) -> LocationQuery:
+    name_value = coerce_str(name)
+    context: dict[str, str] = {
+        "source": coerce_str(source),
+        "source_id": coerce_str(source_id),
+        "name": name_value,
+        "name_short": _short_system_name(name_value),
+        "city": coerce_str(city),
+        "country": coerce_str(country),
+        "site": coerce_str(site or organization),
+        "operator": coerce_str(operator or organization),
+        "organization": coerce_str(organization),
+    }
+    return _context_to_query(context)
+
+
+def _record_operator(metadata: dict[str, Any]) -> str | None:
+    return coerce_str(
+        metadata.get("operator")
+        or metadata.get("organization")
+        or metadata.get("owner")
+        or metadata.get("manufacturer")
+    ) or None
+
+
+async def seed_compute_center_locations_from_source_coords(
+    session: AsyncSession,
+) -> None:
+    """Seed stored compute-center locations only from real source coordinates."""
+    stmt = (
+        select(CollectedData)
+        .where(CollectedData.source.in_(["top500", "epoch_ai_gpu"]))
+        .where(CollectedData.is_current.is_(True))
+    )
+    result = await session.execute(stmt)
+    records = result.scalars().all()
+    changed = False
+
+    for record in records:
+        source_value = coerce_str(getattr(record, "source", None))
+        source_id = coerce_str(getattr(record, "source_id", None))
+        if not source_value or not source_id:
+            continue
+        latitude = parse_float(get_record_field(record, "latitude"))
+        longitude = parse_float(get_record_field(record, "longitude"))
+        if latitude in (None, 0.0) or longitude in (None, 0.0):
+            continue
+        existing = await session.scalar(
+            select(ComputeCenterLocationRecord)
+            .where(ComputeCenterLocationRecord.source == source_value)
+            .where(ComputeCenterLocationRecord.source_id == source_id)
+        )
+        if existing:
+            continue
+        metadata = record.extra_data or {}
+        session.add(
+            ComputeCenterLocationRecord(
+                source=source_value,
+                source_id=source_id,
+                name=getattr(record, "name", None),
+                operator=_record_operator(metadata),
+                site=coerce_str(metadata.get("site") or metadata.get("organization")) or None,
+                city=coerce_str(get_record_field(record, "city")) or None,
+                country=coerce_str(get_record_field(record, "country")) or None,
+                latitude=latitude,
+                longitude=longitude,
+                precision="precise",
+                confidence=1.0,
+                location_source="source_coordinates",
+                source_note="Seeded from source-provided compute-center coordinates",
+                raw_payload={
+                    "record_id": getattr(record, "id", None),
+                    "source": source_value,
+                    "source_id": source_id,
+                },
+                needs_confirmation=False,
+                verification_status="source_provided",
+                verified_at=None,
+            )
+        )
+        changed = True
+
+    if changed:
+        await session.commit()
+    await refresh_compute_center_location_cache(session)
+
+
+async def upsert_compute_center_location(
+    session: AsyncSession,
+    *,
+    source: str,
+    source_id: str,
+    name: str | None = None,
+    operator: str | None = None,
+    site: str | None = None,
+    city: str | None = None,
+    country: str | None = None,
+    latitude: float,
+    longitude: float,
+    precision: str = "city",
+    confidence: float | None = None,
+    location_source: str = "manual_selection",
+    source_url: str | None = None,
+    source_note: str | None = None,
+    raw_payload: dict[str, Any] | None = None,
+    needs_confirmation: bool = False,
+    verification_status: str = "verified",
+) -> ComputeCenterLocationRecord:
+    existing = await session.scalar(
+        select(ComputeCenterLocationRecord)
+        .where(ComputeCenterLocationRecord.source == source)
+        .where(ComputeCenterLocationRecord.source_id == source_id)
+    )
+    verified_at = None if needs_confirmation else datetime.now(UTC)
+    values = {
+        "name": name,
+        "operator": operator,
+        "site": site,
+        "city": city,
+        "country": country,
+        "latitude": latitude,
+        "longitude": longitude,
+        "precision": precision,
+        "confidence": confidence,
+        "location_source": location_source,
+        "source_url": source_url,
+        "source_note": source_note,
+        "raw_payload": raw_payload or {},
+        "needs_confirmation": needs_confirmation,
+        "verification_status": verification_status,
+        "verified_at": verified_at,
+    }
+    if existing:
+        for key, value in values.items():
+            setattr(existing, key, value)
+        record = existing
+    else:
+        record = ComputeCenterLocationRecord(
+            source=source,
+            source_id=source_id,
+            **values,
+        )
+        session.add(record)
+
+    await session.commit()
+    await session.refresh(record)
+    await refresh_compute_center_location_cache(session)
+    return record

backend/app/services/credential_guides.py

@@ -7,12 +7,16 @@ from typing import Any
 
 from sqlalchemy import select
 
+from app.ai_tasks.prompts import get_effective_prompt
 from app.models.system_setting import SystemSetting
 from app.schemas.ai import SituationalAnalysisRequest
 from app.services.ai_client import AIProviderClient
+from app.services.ai_tools.evidence_store import normalize_search_evidence
+from app.services.ai_tools.web_search import WebSearchClient, WebSearchError
 
 
 CREDENTIAL_GUIDES_CATEGORY = "collector_credential_guides"
+CREDENTIAL_GUIDE_PROMPT_KEY = "credential.guide"
 
 
 @dataclass(frozen=True)
@@ -66,9 +70,68 @@ BARENTSWATCH_DEFAULT_GUIDE = CredentialGuideDefault(
 """,
 )
 
+AISSTREAM_DEFAULT_GUIDE = CredentialGuideDefault(
+    provider="aisstream",
+    title="AISStream API Key 获取教程",
+    prompt=(
+        "请生成一份中文教程，指导开发者获取 AISStream 的 API Key 并配置到 Planet。"
+        "教程要面向已经有本地开发环境的人，包含注册/登录 AISStream、获取 API Key、"
+        "理解免费额度和订阅范围、在 Planet 设置中心填写 API Key、配置 bounding boxes "
+        "和 message types、验证连接、常见失败排查。必须提醒用户以 AISStream 当前官网和"
+        "服务条款为准，不要编造具体页面按钮文案。"
+    ),
+    markdown="""## AISStream API Key 获取
+
+官方入口：https://aisstream.io/
+
+1. 打开 AISStream 官网，按当前页面指引注册或登录账号。
+2. 在账号/API 管理页面创建或复制你的 API Key。
+3. 先确认当前账号额度、使用条款和可订阅区域。实时 AIS 流量可能很大，不建议一开始订阅全球范围。
+4. 回到 Planet 的 `设置 -> 采集器设置 -> AISStream 实时船舶`。
+5. 在 `AISStream 凭证` 中填入 API Key。
+6. Endpoint 通常保持默认：`wss://stream.aisstream.io/v0/stream`。
+7. 按需配置 `Bounding Boxes JSON` 和 `消息类型`。
+8. 点击连接测试，确认系统能读取凭证且 WebSocket endpoint 格式有效。
+9. 保存采集器设置后再运行 `aisstream_vessels` collector。
+
+### 推荐配置
+
+默认消息类型：
+
+```json
+["PositionReport", "ShipStaticData"]
+```
+
+默认 Bounding Boxes 示例：
+
+```json
+[[[-90, -180], [90, 180]]]
+```
+
+这个示例表示全球范围。实际使用时建议先改成较小区域，降低消息量和处理压力。
+
+### 请求规则
+
+- Endpoint：`wss://stream.aisstream.io/v0/stream`
+- 传输方式：WebSocket
+- API Key 放在订阅 payload 中，不放在 HTTP header。
+- Planet 会把 AISStream 标记为 `delivery_mode = realtime_stream`、`transport = websocket`。
+- AISStream collector 只写入 AIS raw observations，不直接覆盖最终船只展示表。
+
+### 常见排查
+
+- `未找到凭证`：确认 API Key 已保存到采集器设置，或设置了 `AISSTREAM_API_KEY` 环境变量 / `~/.zshrc`。
+- `endpoint 必须是 ws:// 或 wss://`：AISStream 是 WebSocket 流接口，不要填普通 `https://` API 地址。
+- 采集量过大：缩小 `Bounding Boxes JSON`，减少 `message_types`，或降低单次最大消息数。
+- 没有船只数据：确认订阅区域内确实有 AIS 活动，并检查 API Key 当前额度和权限。
+- 连接中断：实时流可能受网络和上游限流影响，collector 会记录源健康状态供聚合服务回退。
+""",
+)
+
 
 DEFAULT_CREDENTIAL_GUIDES = {
     BARENTSWATCH_DEFAULT_GUIDE.provider: BARENTSWATCH_DEFAULT_GUIDE,
+    AISSTREAM_DEFAULT_GUIDE.provider: AISSTREAM_DEFAULT_GUIDE,
 }
 
 
@@ -94,10 +157,26 @@ async def get_credential_guide(db, provider: str) -> dict[str, Any]:
         "markdown": custom.get("markdown") if custom else default.markdown,
         "prompt": default.prompt,
         "source": "ai" if custom else "default",
+        "sources": custom.get("sources", []) if custom else [],
+        "verification_status": (
+            custom.get("verification_status", "verified_with_search_evidence")
+            if custom
+            else "default_unverified"
+        ),
+        "verification_error": custom.get("verification_error") if custom else None,
     }
 
 
-async def save_credential_guide(db, provider: str, title: str, markdown: str) -> dict[str, Any]:
+async def save_credential_guide(
+    db,
+    provider: str,
+    title: str,
+    markdown: str,
+    *,
+    sources: list[dict[str, Any]] | None = None,
+    verification_status: str = "verified_with_search_evidence",
+    verification_error: str | None = None,
+) -> dict[str, Any]:
     default = DEFAULT_CREDENTIAL_GUIDES.get(provider)
     if default is None:
         raise ValueError(f"Unsupported credential guide provider: {provider}")
@@ -106,6 +185,9 @@ async def save_credential_guide(db, provider: str, title: str, markdown: str) ->
     store[provider] = {
         "title": title or default.title,
         "markdown": markdown,
+        "sources": sources or [],
+        "verification_status": verification_status,
+        "verification_error": verification_error,
     }
     if record is None:
         db.add(SystemSetting(category=CREDENTIAL_GUIDES_CATEGORY, payload=store))
@@ -133,28 +215,56 @@ async def generate_credential_guide(
     db,
     provider: str,
     ai_client: AIProviderClient,
+    web_search_client: WebSearchClient | None = None,
 ) -> dict[str, Any]:
     default = DEFAULT_CREDENTIAL_GUIDES.get(provider)
     if default is None:
         raise ValueError(f"Unsupported credential guide provider: {provider}")
 
+    search_evidence: list[dict[str, Any]] = []
+    search_error: str | None = None
+    if web_search_client is not None:
+        try:
+            evidence = await web_search_client.search(
+                _credential_guide_search_query(default),
+                max_results=5,
+            )
+            search_evidence = normalize_search_evidence(evidence, limit=5)
+        except WebSearchError as exc:
+            search_error = str(exc)
+        except Exception as exc:
+            search_error = f"WebSearch unavailable: {exc}"
+
+    if not search_evidence:
+        guide = await get_credential_guide(db, provider)
+        guide["verification_status"] = "unverified_no_search_evidence"
+        guide["verification_error"] = search_error
+        guide["sources"] = []
+        return guide
+
+    prompt = await get_effective_prompt(db, CREDENTIAL_GUIDE_PROMPT_KEY)
     response = await ai_client.analyze(
         SituationalAnalysisRequest(
             title=f"Generate credential guide for {provider}",
-            objective=default.prompt,
+            objective=f"{default.prompt}\n{prompt.prompt}",
+            system_prompt=prompt.system_prompt or None,
             context={
                 "provider": provider,
                 "current_default_guide": default.markdown,
                 "product_context": "Planet collector credential settings",
+                "search_evidence": search_evidence,
             },
             observations=[
                 "Use concise Chinese markdown.",
                 "Prefer stable concepts over brittle UI labels.",
                 "Include verification and troubleshooting steps.",
+                "Include a short sources section with the provided URLs.",
             ],
             constraints=[
                 "Do not ask the user for secrets.",
                 "Do not include fabricated screenshots.",
+                "Do not invent source URLs or product UI labels.",
+                "Use only the provided search_evidence as factual support.",
                 "Return markdown only.",
             ],
         )
@@ -162,4 +272,19 @@ async def generate_credential_guide(
     markdown = response.content.strip()
     if not markdown:
         markdown = default.markdown
-    return await save_credential_guide(db, provider, default.title, markdown)
+    return await save_credential_guide(
+        db,
+        provider,
+        default.title,
+        markdown,
+        sources=search_evidence,
+        verification_status="verified_with_search_evidence",
+    )
+
+
+def _credential_guide_search_query(default: CredentialGuideDefault) -> str:
+    if default.provider == "barentswatch":
+        return "BarentsWatch developer tutorial AIS API OAuth client credentials"
+    if default.provider == "aisstream":
+        return "AISStream API key documentation websocket stream"
+    return f"{default.provider} API credentials documentation"

backend/app/services/custom_datasource_runtime.py

@@ -0,0 +1,391 @@
+"""Runtime helpers for mapped custom data sources."""
+
+from __future__ import annotations
+
+import asyncio
+import base64
+import json
+from datetime import UTC, datetime
+from typing import Any
+
+import httpx
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.target_schema_registry import TARGET_SCHEMAS
+from app.db.session import async_session_factory
+from app.models.datasource_config import DataSourceConfig
+from app.models.datasource_mapping import DataSourceMappingTemplate
+from app.services.datasource_mapping import (
+    MappingError,
+    execute_mapping,
+    extract_path,
+    persist_mapped_records,
+)
+
+DEFAULT_MAPPING_TEMPLATES: dict[str, dict[str, Any]] = {
+    "vessel_ais": {
+        "source": {"items_path": "$"},
+        "fields": {
+            "mmsi": {"path": "$.mmsi", "type": "integer"},
+            "name": {"path": "$.name", "type": "string", "default": None},
+            "lat": {"path": "$.lat", "type": "float"},
+            "lon": {"path": "$.lon", "type": "float"},
+            "sog": {"path": "$.sog", "type": "float", "default": None},
+            "cog": {"path": "$.cog", "type": "float", "default": None},
+            "heading": {"path": "$.heading", "type": "integer", "default": None},
+            "nav_status": {"path": "$.nav_status", "type": "integer", "default": None},
+            "callsign": {"path": "$.callsign", "type": "string", "default": None},
+            "vessel_type": {"path": "$.vessel_type", "type": "string", "default": None},
+            "vessel_type_name": {"path": "$.vessel_type_name", "type": "string", "default": None},
+            "received_at": {"path": "$.received_at", "type": "datetime", "default": None},
+        },
+        "meta": {"generated_by": "default_template", "requires_review": False},
+    },
+}
+
+RUNNING_CUSTOM_STREAM_TASKS: dict[int, asyncio.Task[Any]] = {}
+
+
+class CustomDatasourceRuntimeError(RuntimeError):
+    """Raised when a custom datasource cannot run."""
+
+
+def build_request_headers(auth_type: str, auth_config: dict, headers: dict) -> dict[str, str]:
+    request_headers = {str(key): str(value) for key, value in (headers or {}).items()}
+    auth_type = str(auth_type or "none").lower()
+    auth_config = auth_config or {}
+
+    if auth_type == "bearer" and auth_config.get("token"):
+        request_headers["Authorization"] = f"Bearer {auth_config['token']}"
+    elif auth_type == "api_key" and auth_config.get("api_key"):
+        location = str(auth_config.get("in") or auth_config.get("location") or "header").lower()
+        if location != "query":
+            key_name = auth_config.get("key_name", "X-API-Key")
+            request_headers[str(key_name)] = str(auth_config["api_key"])
+    elif auth_type == "basic":
+        username = auth_config.get("username", "")
+        password = auth_config.get("password", "")
+        credentials = f"{username}:{password}"
+        encoded = base64.b64encode(credentials.encode()).decode()
+        request_headers["Authorization"] = f"Basic {encoded}"
+    return request_headers
+
+
+def build_query_params(auth_type: str, auth_config: dict, config: dict) -> dict[str, Any]:
+    params: dict[str, Any] = {}
+    candidate = (config or {}).get("params") or (config or {}).get("query_params")
+    if isinstance(candidate, dict):
+        params.update(candidate)
+
+    auth_type = str(auth_type or "none").lower()
+    auth_config = auth_config or {}
+    if auth_type == "api_key" and auth_config.get("api_key"):
+        location = str(auth_config.get("in") or auth_config.get("location") or "header").lower()
+        if location == "query":
+            key_name = auth_config.get("key_name") or auth_config.get("param_name") or "api_key"
+            params[str(key_name)] = auth_config["api_key"]
+    return params
+
+
+async def load_active_mapping(
+    db: AsyncSession,
+    datasource_config_id: int,
+) -> DataSourceMappingTemplate:
+    result = await db.execute(
+        select(DataSourceMappingTemplate)
+        .where(DataSourceMappingTemplate.datasource_config_id == datasource_config_id)
+        .where(DataSourceMappingTemplate.is_active.is_(True))
+        .order_by(DataSourceMappingTemplate.version.desc())
+        .limit(1)
+    )
+    mapping = result.scalar_one_or_none()
+    if mapping is not None:
+        return mapping
+
+    datasource = await db.get(DataSourceConfig, datasource_config_id)
+    if datasource is None:
+        raise CustomDatasourceRuntimeError("Configuration not found")
+    target_schema = (datasource.config or {}).get("target_schema")
+    template_body = DEFAULT_MAPPING_TEMPLATES.get(str(target_schema or "")) if target_schema else None
+    if not template_body or target_schema not in TARGET_SCHEMAS:
+        raise CustomDatasourceRuntimeError(
+            "No active mapping template found and no default template available for this target schema"
+        )
+
+    mapping = DataSourceMappingTemplate(
+        datasource_config_id=datasource_config_id,
+        target_schema=str(target_schema),
+        mapping_json=template_body,
+        sample_payload_hash=None,
+        validation_status="valid",
+        version=1,
+        is_active=True,
+    )
+    db.add(mapping)
+    await db.commit()
+    await db.refresh(mapping)
+    return mapping
+
+
+async def fetch_rest_payload(config: DataSourceConfig, limit_bytes: int) -> Any:
+    request_config = config.config or {}
+    method = str(request_config.get("method") or request_config.get("request_method") or "GET").upper()
+    if method not in {"GET", "POST"}:
+        raise CustomDatasourceRuntimeError("Only GET and POST sample requests are supported.")
+
+    headers = build_request_headers(config.auth_type, config.auth_config or {}, config.headers or {})
+    params = build_query_params(config.auth_type, config.auth_config or {}, request_config)
+    timeout = float(request_config.get("timeout", 30))
+    json_body = request_config.get("json_body")
+    if json_body is None and str(request_config.get("body_type") or "").lower() in {"json", ""}:
+        candidate = request_config.get("body")
+        if isinstance(candidate, (dict, list)):
+            json_body = candidate
+
+    async with httpx.AsyncClient(timeout=timeout, follow_redirects=True) as client:
+        response = await client.request(
+            method,
+            config.endpoint,
+            headers=headers,
+            params=params or None,
+            json=json_body,
+        )
+        response.raise_for_status()
+        content = response.content[:limit_bytes]
+        if "application/json" in response.headers.get("content-type", ""):
+            return json.loads(content.decode(response.encoding or "utf-8"))
+        return {"text": content.decode(response.encoding or "utf-8", errors="replace")}
+
+
+async def run_mapped_rest_config(
+    db: AsyncSession,
+    datasource: DataSourceConfig,
+) -> dict[str, Any]:
+    mapping = await load_active_mapping(db, datasource.id)
+    sample = await fetch_rest_payload(datasource, 5_000_000)
+    mapped = execute_mapping(sample, mapping.mapping_json, mapping.target_schema)
+    if mapped["failed_count"] > 0:
+        return {
+            "status": "failed",
+            "datasource_config_id": datasource.id,
+            "mapping_id": mapping.id,
+            "mapping_version": mapping.version,
+            "target_schema": mapping.target_schema,
+            "mapped_count": mapped["mapped_count"],
+            "failed_count": mapped["failed_count"],
+            "errors": mapped["errors"][:20],
+        }
+
+    request_config = datasource.config or {}
+    written_count = await persist_mapped_records(
+        db,
+        datasource_name=datasource.name,
+        datasource_config_id=datasource.id,
+        target_schema=mapping.target_schema,
+        records=mapped["records"],
+        mapping_version=mapping.version,
+        delivery_mode=request_config.get("delivery_mode") or "polling",
+        transport="http",
+    )
+    return {
+        "status": "success",
+        "datasource_config_id": datasource.id,
+        "mapping_id": mapping.id,
+        "mapping_version": mapping.version,
+        "target_schema": mapping.target_schema,
+        "fetched_count": mapped["total_items"],
+        "mapped_count": mapped["mapped_count"],
+        "written_count": written_count,
+    }
+
+
+def _items_from_ws_message(payload: Any, config: dict) -> Any:
+    message_path = config.get("ws_message_path")
+    items_path = config.get("ws_items_path")
+    value = extract_path(payload, message_path) if message_path else payload
+    return extract_path(value, items_path) if items_path else value
+
+
+async def _connect_websocket(endpoint: str, headers: dict[str, str]):
+    import websockets
+
+    try:
+        return await websockets.connect(endpoint, additional_headers=headers or None)
+    except TypeError:
+        return await websockets.connect(endpoint, extra_headers=headers or None)
+
+
+async def test_websocket_config(config: DataSourceConfig) -> dict[str, Any]:
+    if not str(config.endpoint or "").startswith(("ws://", "wss://")):
+        raise CustomDatasourceRuntimeError("WebSocket datasource endpoint must start with ws:// or wss://")
+
+    runtime_config = config.config or {}
+    headers = build_request_headers(config.auth_type, config.auth_config or {}, config.headers or {})
+    receive_timeout = float(runtime_config.get("receive_timeout_seconds") or runtime_config.get("timeout") or 10)
+    async with await _connect_websocket(config.endpoint, headers) as websocket:
+        subscribe_message = runtime_config.get("ws_subscribe_message")
+        if isinstance(subscribe_message, (dict, list)):
+            await websocket.send(json.dumps(subscribe_message))
+        elif isinstance(subscribe_message, str) and subscribe_message.strip():
+            await websocket.send(subscribe_message)
+        raw_message = await asyncio.wait_for(websocket.recv(), timeout=receive_timeout)
+        return {
+            "success": True,
+            "message_preview": raw_message[:1000] if isinstance(raw_message, str) else str(raw_message)[:1000],
+        }
+
+
+async def run_mapped_websocket_config(
+    db: AsyncSession,
+    datasource: DataSourceConfig,
+    *,
+    debug_max_messages: int | None = None,
+    use_config_debug_max_messages: bool = True,
+) -> dict[str, Any]:
+    if not str(datasource.endpoint or "").startswith(("ws://", "wss://")):
+        raise CustomDatasourceRuntimeError("WebSocket datasource endpoint must start with ws:// or wss://")
+
+    mapping = await load_active_mapping(db, datasource.id)
+    runtime_config = datasource.config or {}
+    max_messages = debug_max_messages
+    if max_messages is None and use_config_debug_max_messages:
+        max_messages = runtime_config.get("debug_max_messages")
+    max_messages = int(max_messages) if max_messages else None
+    receive_timeout = float(runtime_config.get("receive_timeout_seconds") or runtime_config.get("timeout") or 30)
+    reconnect = bool(runtime_config.get("ws_reconnect", True))
+    reconnect_delay = float(runtime_config.get("reconnect_delay_seconds") or 3)
+    headers = build_request_headers(datasource.auth_type, datasource.auth_config or {}, datasource.headers or {})
+
+    messages_seen = 0
+    mapped_count = 0
+    failed_count = 0
+    written_count = 0
+    errors: list[dict[str, Any]] = []
+    started_at = datetime.now(UTC)
+
+    while True:
+        try:
+            async with await _connect_websocket(datasource.endpoint, headers) as websocket:
+                subscribe_message = runtime_config.get("ws_subscribe_message")
+                if isinstance(subscribe_message, (dict, list)):
+                    await websocket.send(json.dumps(subscribe_message))
+                elif isinstance(subscribe_message, str) and subscribe_message.strip():
+                    await websocket.send(subscribe_message)
+
+                while True:
+                    raw_message = await asyncio.wait_for(websocket.recv(), timeout=receive_timeout)
+                    messages_seen += 1
+                    try:
+                        payload = json.loads(raw_message)
+                    except json.JSONDecodeError as exc:
+                        failed_count += 1
+                        errors.append({"message": "invalid_json", "error": str(exc)})
+                        continue
+
+                    extracted = _items_from_ws_message(payload, runtime_config)
+                    try:
+                        mapped = execute_mapping(extracted, mapping.mapping_json, mapping.target_schema)
+                    except (MappingError, ValueError) as exc:
+                        failed_count += 1
+                        errors.append({"message": "mapping_failed", "error": str(exc)})
+                        continue
+
+                    mapped_count += mapped["mapped_count"]
+                    failed_count += mapped["failed_count"]
+                    if mapped["errors"]:
+                        errors.extend(mapped["errors"][:5])
+                    if mapped["records"]:
+                        written_count += await persist_mapped_records(
+                            db,
+                            datasource_name=datasource.name,
+                            datasource_config_id=datasource.id,
+                            target_schema=mapping.target_schema,
+                            records=mapped["records"],
+                            mapping_version=mapping.version,
+                            delivery_mode=runtime_config.get("delivery_mode") or "realtime_stream",
+                            transport="websocket",
+                        )
+
+                    if max_messages and messages_seen >= max_messages:
+                        return {
+                            "status": "success",
+                            "datasource_config_id": datasource.id,
+                            "mapping_id": mapping.id,
+                            "mapping_version": mapping.version,
+                            "target_schema": mapping.target_schema,
+                            "messages_seen": messages_seen,
+                            "mapped_count": mapped_count,
+                            "failed_count": failed_count,
+                            "written_count": written_count,
+                            "errors": errors[:20],
+                            "execution_time_seconds": (datetime.now(UTC) - started_at).total_seconds(),
+                        }
+        except asyncio.CancelledError:
+            raise
+        except Exception as exc:
+            failed_count += 1
+            errors.append({"message": "websocket_error", "error": f"{exc.__class__.__name__}: {exc}"})
+            if not reconnect or max_messages:
+                return {
+                    "status": "failed" if written_count == 0 else "partial",
+                    "datasource_config_id": datasource.id,
+                    "mapping_id": mapping.id,
+                    "mapping_version": mapping.version,
+                    "target_schema": mapping.target_schema,
+                    "messages_seen": messages_seen,
+                    "mapped_count": mapped_count,
+                    "failed_count": failed_count,
+                    "written_count": written_count,
+                    "errors": errors[:20],
+                }
+            await asyncio.sleep(reconnect_delay)
+
+
+async def run_custom_stream_by_id(config_id: int) -> dict[str, Any]:
+    async with async_session_factory() as db:
+        datasource = await db.get(DataSourceConfig, config_id)
+        if not datasource:
+            raise CustomDatasourceRuntimeError("Configuration not found")
+        return await run_mapped_websocket_config(
+            db,
+            datasource,
+            use_config_debug_max_messages=False,
+        )
+
+
+def start_custom_stream(config_id: int) -> bool:
+    existing = RUNNING_CUSTOM_STREAM_TASKS.get(config_id)
+    if existing is not None and not existing.done():
+        return False
+    task = asyncio.create_task(run_custom_stream_by_id(config_id), name=f"custom-stream:{config_id}")
+    RUNNING_CUSTOM_STREAM_TASKS[config_id] = task
+
+    def _cleanup(done_task: asyncio.Task[Any]) -> None:
+        if RUNNING_CUSTOM_STREAM_TASKS.get(config_id) is done_task:
+            RUNNING_CUSTOM_STREAM_TASKS.pop(config_id, None)
+
+    task.add_done_callback(_cleanup)
+    return True
+
+
+async def stop_custom_stream(config_id: int) -> bool:
+    task = RUNNING_CUSTOM_STREAM_TASKS.get(config_id)
+    if task is None or task.done():
+        RUNNING_CUSTOM_STREAM_TASKS.pop(config_id, None)
+        return False
+    task.cancel()
+    try:
+        await task
+    except asyncio.CancelledError:
+        return True
+    return task.cancelled()
+
+
+def get_custom_stream_status(config_id: int) -> dict[str, Any]:
+    task = RUNNING_CUSTOM_STREAM_TASKS.get(config_id)
+    return {
+        "config_id": config_id,
+        "running": bool(task and not task.done()),
+        "done": bool(task and task.done()),
+    }

backend/app/services/datasource_connectivity.py

@@ -26,6 +26,7 @@ from app.services.barentswatch import (
 
 CONNECTIVITY_VALIDATION_KEY = "connectivity_validation"
 CONNECTIVITY_STORE_CATEGORY = "datasource_connectivity_validations"
+SUPPORTED_CREDENTIAL_PROVIDERS = {"barentswatch", "spacetrack", "aisstream"}
 
 
 def _sha256_json(payload: Any) -> str:
@@ -43,6 +44,36 @@ def _resolve_spacetrack_credentials() -> tuple[str, str, str]:
     return username, password, source or "missing"
 
 
+async def _resolve_aisstream_api_key(
+    db=None,
+    credential_override: dict[str, str] | None = None,
+) -> tuple[str, str]:
+    if credential_override and credential_override.get("api_key"):
+        return str(credential_override["api_key"]), "draft"
+
+    env_key = os.getenv("AISSTREAM_API_KEY")
+    zshrc_key = _read_zshrc_env().get("AISSTREAM_API_KEY")
+    if db is not None:
+        result = await db.execute(
+            select(DataSourceConfig)
+            .where(DataSourceConfig.name == "aisstream_vessels")
+            .where(DataSourceConfig.is_active.is_(True))
+        )
+        record = result.scalar_one_or_none()
+        if record:
+            auth_config = record.auth_config or {}
+            runtime_config = record.config or {}
+            api_key = auth_config.get("api_key") or runtime_config.get("api_key")
+            if api_key:
+                return str(api_key), "datasource_config"
+
+    if env_key:
+        return env_key, "environment"
+    if zshrc_key:
+        return zshrc_key, "~/.zshrc"
+    return "", "missing"
+
+
 def strip_connectivity_validation(config: dict | None) -> dict:
     cleaned = dict(config or {})
     cleaned.pop(CONNECTIVITY_VALIDATION_KEY, None)
@@ -103,6 +134,10 @@ async def build_builtin_connectivity_checksum(
                 "password": password,
             }
         )
+    elif credential_provider == "aisstream":
+        api_key, credential_source = await _resolve_aisstream_api_key(db, credential_override)
+        has_credentials = bool(api_key)
+        credential_fingerprint = _sha256_json({"api_key": api_key})
     elif defaults.get("requires_credentials"):
         credential_source = str(credential_provider or "unsupported")
 
@@ -130,6 +165,7 @@ async def test_builtin_connectivity(
     headers: dict | None,
     config: dict | None,
     db=None,
+    credential_override: dict[str, str] | None = None,
 ) -> dict[str, Any]:
     defaults = DEFAULT_DATASOURCES.get(source)
     if not defaults:
@@ -145,6 +181,7 @@ async def test_builtin_connectivity(
         headers,
         config,
         db,
+        credential_override,
     )
     if credential_context["requires_credentials"] and not credential_context["has_credentials"]:
         return {
@@ -155,10 +192,9 @@ async def test_builtin_connectivity(
             "settings_tab": "collector_credentials",
             **credential_context,
         }
-    supported_credential_providers = {"barentswatch", "spacetrack"}
     if (
         credential_context["requires_credentials"]
-        and credential_context["credential_provider"] not in supported_credential_providers
+        and credential_context["credential_provider"] not in SUPPORTED_CREDENTIAL_PROVIDERS
     ):
         return {
             "success": False,
@@ -174,6 +210,23 @@ async def test_builtin_connectivity(
     timeout = float(request_config.get("timeout") or 30)
     request_endpoint = endpoint
 
+    if credential_context["credential_provider"] == "aisstream":
+        if not str(request_endpoint).startswith(("ws://", "wss://")):
+            return {
+                "success": False,
+                "checksum": checksum,
+                "stage": "endpoint",
+                "message": "AISStream endpoint 必须是 ws:// 或 wss:// WebSocket 地址。",
+                **credential_context,
+            }
+        return {
+            "success": True,
+            "checksum": checksum,
+            "stage": "credentials",
+            "message": "AISStream 凭证已配置，WebSocket endpoint 格式有效。",
+            **credential_context,
+        }
+
     try:
         async with httpx.AsyncClient(timeout=timeout, follow_redirects=True) as client:
             if credential_context["credential_provider"] == "barentswatch":

backend/app/services/datasource_mapping.py

@@ -8,6 +8,7 @@ import re
 from datetime import UTC, datetime
 from typing import Any
 
+from sqlalchemy import select
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.core.target_schema_registry import TargetSchema, get_target_schema
@@ -254,6 +255,12 @@ def _best_field_match(field_name: str, candidates: list[str]) -> str | None:
         "lat": ("lat", "latitude", "y"),
         "lon": ("lon", "lng", "longitude", "x"),
         "mmsi": ("mmsi",),
+        "geometry": ("geometry", "geom"),
+        "properties": ("properties", "props"),
+        "source_kind": ("source_kind", "kind", "type"),
+        "feature_count": ("feature_count", "features_count", "count"),
+        "artifact_path": ("artifact_path", "path", "file"),
+        "sha256": ("sha256", "hash", "checksum"),
         "sog": ("sog", "speed", "speedOverGround"),
         "cog": ("cog", "course", "courseOverGround"),
         "received_at": ("received_at", "timestamp", "time", "updated_at"),
@@ -290,25 +297,77 @@ async def persist_mapped_records(
     target_schema: str,
     records: list[dict[str, Any]],
     mapping_version: int,
+    delivery_mode: str | None = None,
+    transport: str | None = None,
 ) -> int:
     """Persist validated mapped records to the destination for a target schema."""
     if target_schema == "vessel_ais":
-        from app.models.vessel import VesselPosition
+        from app.core.time import to_iso8601_utc
+        from app.core.websocket.broadcaster import broadcaster
+        from app.services.vessel_ais_aggregation import (
+            record_vessel_ais_observation,
+            update_ais_source_health,
+        )
 
+        now = datetime.now(UTC)
+        latest_observed_at = now
+        written_count = 0
         for record in records:
-            db.add(
-                VesselPosition(
-                    mmsi=record["mmsi"],
-                    lat=record["lat"],
-                    lon=record["lon"],
-                    sog=record.get("sog"),
-                    cog=record.get("cog"),
-                    heading=record.get("heading"),
-                    received_at=_parse_datetime(record.get("received_at")) or datetime.now(UTC),
-                )
+            observed_at = _parse_datetime(record.get("received_at")) or now
+            observation = await record_vessel_ais_observation(
+                db,
+                source=datasource_name,
+                normalized_payload=record,
+                raw_payload=record,
+                delivery_mode=delivery_mode or "polling",
+                transport=transport or "http",
+                message_type="PositionReport",
+                observed_at=observed_at,
+                collected_at=now,
             )
+            if observation is not None:
+                written_count += 1
+            if observed_at > latest_observed_at:
+                latest_observed_at = observed_at
+
+        await update_ais_source_health(
+            db,
+            source=datasource_name,
+            connection_state="connected",
+            observed_count=len(records),
+            last_seen_at=latest_observed_at,
+            last_success_at=now if records else None,
+            lag_seconds=max((now - latest_observed_at).total_seconds(), 0),
+        )
         await db.commit()
-        return len(records)
+        if records:
+            await broadcaster.broadcast_custom(
+                "vessels",
+                {
+                    "action": "upsert",
+                    "source": datasource_name,
+                    "created": True,
+                    "vessels": [
+                        {
+                            "mmsi": record.get("mmsi"),
+                            "mmsi_display": str(record.get("mmsi")) if record.get("mmsi") is not None else None,
+                            "name": record.get("name"),
+                            "callsign": record.get("callsign"),
+                            "lat": record.get("lat"),
+                            "lon": record.get("lon"),
+                            "sog": record.get("sog"),
+                            "cog": record.get("cog"),
+                            "heading": record.get("heading"),
+                            "nav_status": record.get("nav_status"),
+                            "vessel_type": record.get("vessel_type"),
+                            "vessel_type_name": record.get("vessel_type_name"),
+                            "received_at": to_iso8601_utc(_parse_datetime(record.get("received_at"))),
+                        }
+                        for record in records
+                    ],
+                },
+            )
+        return written_count
 
     from app.models.collected_data import CollectedData
 

backend/app/services/docs_gatekeeper.py

@@ -0,0 +1,121 @@
+"""Server-side Docs metadata and Gatekeeper authorization helpers."""
+
+from __future__ import annotations
+
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Literal
+
+from app.models.user import User
+
+DocsAccess = Literal["public", "docs_user", "docs_developer", "docs_admin"]
+DocsLang = Literal["zh", "en"]
+
+VALID_DOCS_LANGS = {"zh", "en"}
+DOCS_README_FILENAME = "README.md"
+DEFAULT_DOCS_SLUG = "overview"
+
+REPO_ROOT = Path(__file__).resolve().parents[3]
+TECHNICAL_DOCS_ROOT = REPO_ROOT / "docs" / "technical"
+
+
+@dataclass(frozen=True)
+class DocsMetadata:
+    filename: str
+    slug: str
+    access: DocsAccess
+    group: str
+    order: int
+    zh_title: str
+    en_title: str
+
+
+DOCS_METADATA: tuple[DocsMetadata, ...] = (
+    DocsMetadata(DOCS_README_FILENAME, DEFAULT_DOCS_SLUG, "public", "Overview", 0, "技术文档", "Technical Docs"),
+    DocsMetadata("quickstart.md", "quickstart", "public", "Manual", 1, "快速开始", "Quickstart"),
+    DocsMetadata("manual.md", "manual", "public", "Manual", 2, "Planet 使用手册", "Planet Manual"),
+    DocsMetadata("faq.md", "faq", "public", "Manual", 3, "常见问题", "FAQ"),
+    DocsMetadata("location-pipeline-user.md", "location-pipeline-user", "public", "Manual", 4, "Earth 位置候选采集使用手册", "Earth Location Candidate Collection User Guide"),
+    DocsMetadata("earth-frontend-context.md", "earth-frontend-context", "docs_developer", "Earth", 10, "Earth 前端结构", "Earth Frontend Context"),
+    DocsMetadata("earth-layer-style-reference.md", "earth-layer-style-reference", "docs_developer", "Earth", 11, "Earth 图层样式属性索引", "Earth Layer Style Reference"),
+    DocsMetadata("earth-render-layer-order.md", "earth-render-layer-order", "docs_developer", "Earth", 12, "Earth 渲染图层顺序", "Earth Render Layer Order"),
+    DocsMetadata("earth-satellite-footprint-policy.md", "earth-satellite-footprint-policy", "docs_developer", "Earth", 13, "Earth 卫星覆盖策略", "Earth Satellite Footprint Policy"),
+    DocsMetadata("earth-bgp-context.md", "earth-bgp-context", "docs_developer", "Earth", 14, "BGP 态势上下文", "BGP Context"),
+    DocsMetadata("earth-news-live-streams-collector-format.md", "earth-news-live-streams-collector-format", "docs_developer", "Earth", 15, "新闻直播采集格式", "News Live Streams Collector Format"),
+    DocsMetadata("earth-interactable-usage.md", "earth-interactable-usage", "docs_developer", "Earth", 16, "Earth 可交互图标接入", "Earth Interactable Usage"),
+    DocsMetadata("earth-toolbar-overlay-coordination.md", "earth-toolbar-overlay-coordination", "docs_developer", "Earth", 17, "Earth 工具栏与浮层协同", "Earth Toolbar and Overlay Coordination"),
+    DocsMetadata("frontend-admin-frontend-context.md", "frontend-admin-frontend-context", "docs_developer", "Frontend", 20, "控制台前端结构", "Admin Frontend Context"),
+    DocsMetadata("frontend-layout-guidelines.md", "frontend-layout-guidelines", "docs_developer", "Frontend", 21, "前端布局指南", "Frontend Layout Guidelines"),
+    DocsMetadata("docs-gatekeeper-development.md", "docs-gatekeeper-development", "docs_developer", "Frontend", 22, "Docs Gatekeeper 开发说明", "Docs Gatekeeper Development Guide"),
+    DocsMetadata("backend-collectors.md", "backend-collectors", "docs_developer", "Backend", 30, "数据采集系统", "Data Collectors"),
+    DocsMetadata("backend-system-service-control.md", "backend-system-service-control", "docs_admin", "Backend", 31, "系统服务控制", "System Service Control"),
+    DocsMetadata("datasource-collector-settings-connectivity.md", "datasource-collector-settings-connectivity", "docs_developer", "Backend", 32, "数据源、采集器设置与连接验证", "Datasource Collector Settings and Connectivity"),
+    DocsMetadata("backend-datasources-api-performance.md", "backend-datasources-api-performance", "docs_developer", "Backend", 33, "数据源 API 性能", "Datasource API Performance"),
+    DocsMetadata("location-pipeline-development.md", "location-pipeline-development", "docs_developer", "Backend", 34, "通用位置估算管线开发说明", "Shared Location Resolution Pipeline Development Guide"),
+    DocsMetadata("agents-aiprovider.md", "agents-aiprovider", "docs_developer", "Agents", 40, "AI Provider 指南", "AI Provider Guide"),
+    DocsMetadata("ops-runbook.md", "ops-runbook", "docs_admin", "Ops", 49, "Planet 运维手册", "Planet Ops Runbook"),
+    DocsMetadata("ops-docker-compose-buildx-upgrade.md", "ops-docker-compose-buildx-upgrade", "docs_admin", "Ops", 50, "Docker + Compose + Buildx 升级", "Docker + Compose + Buildx Upgrade"),
+    DocsMetadata("ops-planet-sh-startup.md", "ops-planet-sh-startup", "docs_admin", "Ops", 51, "planet.sh 启动机制", "planet.sh Startup"),
+)
+
+DOCS_BY_SLUG = {entry.slug: entry for entry in DOCS_METADATA}
+
+
+def get_user_gatekeeper_groups(user: User | None) -> set[str]:
+    if user is None:
+        return set()
+
+    role = user.role.value if hasattr(user.role, "value") else str(user.role or "")
+    if role == "super_admin":
+        return {"docs_user", "docs_developer", "docs_admin"}
+    if role == "admin":
+        return {"docs_user", "docs_developer", "docs_admin"}
+
+    groups = set()
+    raw_groups = user.gatekeeper_groups or []
+    if isinstance(raw_groups, list):
+        groups.update(str(group) for group in raw_groups)
+
+    if "docs_admin" in groups:
+        groups.update({"docs_developer", "docs_user"})
+    if "docs_developer" in groups:
+        groups.add("docs_user")
+    return groups
+
+
+def can_read_doc(entry: DocsMetadata, user: User | None) -> bool:
+    if entry.access == "public":
+        return True
+    return entry.access in get_user_gatekeeper_groups(user)
+
+
+def doc_path_for(entry: DocsMetadata, lang: str) -> Path:
+    if lang not in VALID_DOCS_LANGS:
+        raise ValueError("Unsupported docs language")
+    return TECHNICAL_DOCS_ROOT / lang / entry.filename
+
+
+def title_for(entry: DocsMetadata, lang: str) -> str:
+    return entry.zh_title if lang == "zh" else entry.en_title
+
+
+def catalog_for_user(user: User | None) -> list[dict]:
+    items: list[dict] = []
+    for entry in DOCS_METADATA:
+        if not can_read_doc(entry, user):
+            continue
+        for lang in sorted(VALID_DOCS_LANGS):
+            if not doc_path_for(entry, lang).exists():
+                continue
+            items.append(
+                {
+                    "slug": entry.slug,
+                    "filename": entry.filename,
+                    "lang": lang,
+                    "title": title_for(entry, lang),
+                    "group": entry.group,
+                    "order": entry.order,
+                    "access": entry.access,
+                }
+            )
+    return sorted(items, key=lambda item: (item["lang"], item["order"], item["title"]))

backend/app/services/earth_boundaries.py

@@ -0,0 +1,671 @@
+"""Earth boundary static asset service."""
+
+from __future__ import annotations
+
+import asyncio
+import hashlib
+import json
+import shutil
+import sys
+from datetime import UTC, datetime
+from pathlib import Path
+from typing import Any
+from uuid import uuid4
+
+import httpx
+
+
+REPO_ROOT = Path(__file__).resolve().parents[3]
+SOURCE_OUTPUT_DIR = REPO_ROOT / "data/earth-boundary-sources"
+SOURCE_MANIFEST_PATH = SOURCE_OUTPUT_DIR / "manifest.json"
+BUILD_RESULT_PATH = SOURCE_OUTPUT_DIR / "build-result.json"
+BUILD_JOB_PATH = SOURCE_OUTPUT_DIR / "build-job.json"
+BOUNDARY_OUTPUT_DIR = REPO_ROOT / "frontend/public/earth/data/boundaries/v1"
+BOUNDARY_MANIFEST_PATH = BOUNDARY_OUTPUT_DIR / "manifest.json"
+PMTILES_ARTIFACT_PATH = (
+    REPO_ROOT / "frontend/public/earth/data/boundaries/earth-boundaries-china-pov-v1.pmtiles"
+)
+LEGACY_GEOJSON_PATH = REPO_ROOT / "frontend/public/earth/data/countries-admin0.min.geojson"
+POV_POLICY_PATH = REPO_ROOT / "config/earth-boundary-pov-policy.china-v1.json"
+LOCAL_CONFIG_PATH = REPO_ROOT / "config/earth-boundary-sources.local.json"
+EXAMPLE_CONFIG_PATH = REPO_ROOT / "config/earth-boundary-sources.example.json"
+
+BOUNDARY_SOURCE_KINDS = {
+    "earth_admin0_boundaries": "admin0-boundaries",
+    "earth_coastline": "coastline",
+    "earth_claim_lines": "claim-lines",
+}
+
+DEFAULT_PUBLIC_BOUNDARY_SOURCES = {
+    "earth_admin0_boundaries": {
+        "displayName": "Natural Earth Admin-0 Countries",
+        "sourceKind": "admin0-boundaries",
+        "endpoint": "https://raw.githubusercontent.com/nvkelso/natural-earth-vector/master/geojson/ne_10m_admin_0_countries.geojson",
+        "method": "GET",
+        "headers": {},
+        "auth_type": "none",
+        "license": "Natural Earth public domain",
+    },
+    "earth_coastline": {
+        "displayName": "Natural Earth Coastline",
+        "sourceKind": "coastline",
+        "endpoint": "https://raw.githubusercontent.com/nvkelso/natural-earth-vector/master/geojson/ne_10m_coastline.geojson",
+        "method": "GET",
+        "headers": {},
+        "auth_type": "none",
+        "license": "Natural Earth public domain",
+    },
+    "earth_claim_lines": {
+        "displayName": "Natural Earth Disputed Boundaries",
+        "sourceKind": "claim-lines",
+        "endpoint": "https://raw.githubusercontent.com/nvkelso/natural-earth-vector/master/geojson/ne_10m_admin_0_boundary_lines_disputed_areas.geojson",
+        "method": "GET",
+        "headers": {},
+        "auth_type": "none",
+        "license": "Natural Earth public domain",
+    },
+}
+
+BUILD_CONFIG = {
+    "builder": "scripts/build_earth_boundary_pmtiles.py",
+    "format": "pmtiles+mvt",
+    "production_target": "pmtiles-mvt",
+}
+
+
+class EarthBoundaryBuildError(RuntimeError):
+    def __init__(self, message: str, *, code: str = "build_failed", details: Any = None) -> None:
+        super().__init__(message)
+        self.code = code
+        self.details = details
+
+
+_build_job_lock = asyncio.Lock()
+_build_task: asyncio.Task | None = None
+_build_job_state: dict[str, Any] = {}
+
+
+def _utc_now_iso() -> str:
+    return datetime.now(UTC).isoformat()
+
+
+def _public_job_state() -> dict[str, Any]:
+    if _build_job_state:
+        return dict(_build_job_state)
+    return _read_json(BUILD_JOB_PATH)
+
+
+def get_boundary_build_status() -> dict[str, Any]:
+    return {"job": _public_job_state()}
+
+
+def _set_job_state(**updates: Any) -> dict[str, Any]:
+    global _build_job_state
+    current = dict(_build_job_state)
+    current.update(updates)
+    current["updated_at"] = _utc_now_iso()
+    _build_job_state = current
+    _write_json(BUILD_JOB_PATH, current)
+    return current
+
+
+def _append_job_log(message: str) -> None:
+    logs = list(_build_job_state.get("logs") or [])
+    logs.append({"time": _utc_now_iso(), "message": message})
+    _set_job_state(logs=logs[-40:])
+
+
+def _update_job_progress(progress: float, phase: str, message: str, **extra: Any) -> None:
+    bounded_progress = max(0, min(100, int(round(progress))))
+    _set_job_state(
+        status="running",
+        progress=bounded_progress,
+        phase=phase,
+        message=message,
+        **extra,
+    )
+
+
+def _read_json(path: Path) -> dict[str, Any]:
+    if not path.exists():
+        return {}
+    with path.open("r", encoding="utf-8") as f:
+        payload = json.load(f)
+    return payload if isinstance(payload, dict) else {}
+
+
+def _write_json(path: Path, payload: dict[str, Any]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("w", encoding="utf-8") as f:
+        json.dump(payload, f, ensure_ascii=False, indent=2)
+        f.write("\n")
+
+
+def _sha256_bytes(payload: bytes) -> str:
+    return hashlib.sha256(payload).hexdigest()
+
+
+def _stable_json_hash(payload: Any) -> str:
+    encoded = json.dumps(payload, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(encoded.encode("utf-8")).hexdigest()
+
+
+def _artifact_extension(endpoint: str, content_type: str, payload: bytes) -> str:
+    suffix = Path(endpoint.split("?", 1)[0]).suffix.lower()
+    if suffix in {".json", ".geojson", ".zip", ".pbf"}:
+        return suffix
+    if "geo+json" in content_type or b'"FeatureCollection"' in payload[:4096]:
+        return ".geojson"
+    if "json" in content_type:
+        return ".json"
+    return ".dat"
+
+
+def _json_feature_count(payload: Any) -> int:
+    if isinstance(payload, dict) and isinstance(payload.get("features"), list):
+        return len(payload["features"])
+    if isinstance(payload, list):
+        return len(payload)
+    return 1 if payload else 0
+
+
+def _directory_stats(path: Path) -> dict[str, int]:
+    if not path.exists():
+        return {"file_count": 0, "size_bytes": 0}
+    files = [item for item in path.rglob("*") if item.is_file()]
+    return {"file_count": len(files), "size_bytes": sum(item.stat().st_size for item in files)}
+
+
+def _load_source_feature_collection(source: dict[str, Any]) -> dict[str, Any]:
+    path = REPO_ROOT / source["path"]
+    payload = _read_json(path)
+    features = payload.get("features") if isinstance(payload, dict) else None
+    return {
+        "type": "FeatureCollection",
+        "features": features if isinstance(features, list) else [],
+    }
+
+
+def _write_high_precision_geojson_manifest(
+    sources: list[dict[str, Any]],
+    build_input_hash: str,
+    missing_tools: list[str],
+) -> dict[str, Any]:
+    BOUNDARY_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+    admin0 = next(source for source in sources if source["kind"] == "admin0-boundaries")
+    coastline = next(source for source in sources if source["kind"] == "coastline")
+    claim_lines = next(source for source in sources if source["kind"] == "claim-lines")
+
+    admin0_payload = _load_source_feature_collection(admin0)
+    coastline_payload = _load_source_feature_collection(coastline)
+    claim_payload = _load_source_feature_collection(claim_lines)
+    for feature in coastline_payload["features"]:
+        props = feature.setdefault("properties", {})
+        if isinstance(props, dict):
+            props["PLANET_LAYER"] = "coastline"
+
+    base_payload = {
+        "type": "FeatureCollection",
+        "features": [*admin0_payload["features"], *coastline_payload["features"]],
+    }
+    base_path = BOUNDARY_OUTPUT_DIR / "earth-boundaries-high-precision-base.geojson"
+    hover_path = BOUNDARY_OUTPUT_DIR / "earth-boundaries-high-precision-hover.geojson"
+    claim_path = BOUNDARY_OUTPUT_DIR / "earth-boundaries-high-precision-claims.geojson"
+    _write_json(base_path, base_payload)
+    _write_json(hover_path, admin0_payload)
+    _write_json(claim_path, claim_payload)
+
+    manifest = {
+        "version": "natural-earth-v1",
+        "builtAt": _utc_now_iso(),
+        "tileProvider": "geojson-high-precision",
+        "format": "geojson-directory",
+        "buildInputHash": build_input_hash,
+        "base": base_path.name,
+        "hoverIndex": hover_path.name,
+        "claimLine": claim_path.name,
+        "sourceFeatureCount": {
+            "admin0": len(admin0_payload["features"]),
+            "coastline": len(coastline_payload["features"]),
+            "claimLines": len(claim_payload["features"]),
+        },
+        "pmtiles": None,
+        "missingTools": missing_tools,
+    }
+    _write_json(BOUNDARY_MANIFEST_PATH, manifest)
+    return manifest
+
+
+def _relative(path: Path) -> str:
+    return str(path.relative_to(REPO_ROOT))
+
+
+def load_boundary_config() -> tuple[dict[str, Any], str]:
+    if LOCAL_CONFIG_PATH.exists():
+        return _read_json(LOCAL_CONFIG_PATH), "local"
+    return _read_json(EXAMPLE_CONFIG_PATH), "example"
+
+
+def save_boundary_config(payload: dict[str, Any]) -> dict[str, Any]:
+    if not isinstance(payload, dict):
+        raise EarthBoundaryBuildError("Earth boundary config must be a JSON object", code="invalid_config")
+    _write_json(LOCAL_CONFIG_PATH, payload)
+    return get_boundary_status()
+
+
+def _source_configs(payload: dict[str, Any]) -> dict[str, Any]:
+    raw_sources = payload.get("collectorConfigs") or payload.get("sources") or {}
+    return raw_sources if isinstance(raw_sources, dict) else {}
+
+
+def _is_placeholder_endpoint(endpoint: Any) -> bool:
+    value = str(endpoint or "").strip()
+    return not value or "example.com" in value
+
+
+def _source_configs_with_defaults(payload: dict[str, Any]) -> dict[str, Any]:
+    raw_sources = _source_configs(payload)
+    merged: dict[str, Any] = {}
+    for source_key, default_config in DEFAULT_PUBLIC_BOUNDARY_SOURCES.items():
+        configured = raw_sources.get(source_key)
+        if not isinstance(configured, dict) or _is_placeholder_endpoint(configured.get("endpoint")):
+            merged[source_key] = dict(default_config)
+        else:
+            merged[source_key] = {**default_config, **configured}
+    for source_key, source_config in raw_sources.items():
+        if source_key not in merged:
+            merged[source_key] = source_config
+    return merged
+
+
+def _build_input_hash(source_manifest: dict[str, Any]) -> str:
+    return _stable_json_hash(
+        {
+            "source_manifest_schema": source_manifest.get("schema"),
+            "sources": [
+                {
+                    "id": source.get("id"),
+                    "sha256": source.get("sha256"),
+                    "kind": source.get("kind"),
+                }
+                for source in source_manifest.get("sources", [])
+            ],
+            "pov_policy": source_manifest.get("povPolicy"),
+            "build_config": BUILD_CONFIG,
+        }
+    )
+
+
+def _has_current_artifacts(boundary_manifest: dict[str, Any], build_input_hash: str) -> bool:
+    return (
+        bool(boundary_manifest)
+        and boundary_manifest.get("buildInputHash") == build_input_hash
+        and boundary_manifest.get("tileProvider") == "pmtiles-mvt"
+        and PMTILES_ARTIFACT_PATH.exists()
+    )
+
+
+def get_boundary_status() -> dict[str, Any]:
+    config_payload, config_source = load_boundary_config()
+    effective_source_configs = _source_configs_with_defaults(config_payload)
+    boundary_manifest = _read_json(BOUNDARY_MANIFEST_PATH)
+    pmtiles_exists = PMTILES_ARTIFACT_PATH.exists()
+    manifest_exists = BOUNDARY_MANIFEST_PATH.exists()
+    high_precision_ready = (
+        manifest_exists
+        and (
+            (
+                boundary_manifest.get("tileProvider") == "pmtiles-mvt"
+                and pmtiles_exists
+            )
+            or boundary_manifest.get("tileProvider") == "geojson-high-precision"
+        )
+    )
+    legacy_exists = LEGACY_GEOJSON_PATH.exists()
+    provider = (
+        boundary_manifest.get("tileProvider")
+        if high_precision_ready
+        else "legacy-geojson" if legacy_exists else "missing"
+    )
+    return {
+        "provider": provider,
+        "high_precision_ready": high_precision_ready,
+        "fallback_available": legacy_exists,
+        "config_source": config_source,
+        "config_path": _relative(LOCAL_CONFIG_PATH),
+        "config_exists": LOCAL_CONFIG_PATH.exists(),
+        "config": config_payload,
+        "effective_default_sources": [
+            source_key
+            for source_key, source_config in effective_source_configs.items()
+            if source_key in DEFAULT_PUBLIC_BOUNDARY_SOURCES
+            and source_config.get("endpoint") == DEFAULT_PUBLIC_BOUNDARY_SOURCES[source_key]["endpoint"]
+        ],
+        "manifest": {
+            "path": _relative(BOUNDARY_MANIFEST_PATH),
+            "exists": manifest_exists,
+            "tileProvider": boundary_manifest.get("tileProvider"),
+            "buildInputHash": boundary_manifest.get("buildInputHash"),
+            "builtAt": boundary_manifest.get("builtAt"),
+        },
+        "pmtiles": {
+            "path": _relative(PMTILES_ARTIFACT_PATH),
+            "exists": pmtiles_exists,
+            "size_bytes": PMTILES_ARTIFACT_PATH.stat().st_size if pmtiles_exists else 0,
+        },
+        "legacy": {
+            "path": _relative(LEGACY_GEOJSON_PATH),
+            "exists": legacy_exists,
+            "size_bytes": LEGACY_GEOJSON_PATH.stat().st_size if legacy_exists else 0,
+        },
+        "source_manifest": {
+            "path": _relative(SOURCE_MANIFEST_PATH),
+            "exists": SOURCE_MANIFEST_PATH.exists(),
+        },
+        "last_build": _read_json(BUILD_RESULT_PATH),
+        "current_job": _public_job_state(),
+    }
+
+
+async def _download_source(
+    source_key: str,
+    source_config: dict[str, Any],
+    progress_callback: Any = None,
+) -> dict[str, Any]:
+    endpoint = str(source_config.get("endpoint") or "").strip()
+    if _is_placeholder_endpoint(endpoint):
+        raise EarthBoundaryBuildError(
+            f"{source_key} endpoint is not configured",
+            code="source_not_configured",
+            details={"source": source_key},
+        )
+    method = str(source_config.get("method") or "GET").upper()
+    if method not in {"GET", "POST"}:
+        raise EarthBoundaryBuildError(
+            f"{source_key} method must be GET or POST",
+            code="invalid_config",
+            details={"source": source_key, "method": method},
+        )
+
+    if endpoint.startswith("file://") or Path(endpoint).expanduser().exists():
+        payload = Path(endpoint.removeprefix("file://")).expanduser().read_bytes()
+        content_type = "application/octet-stream"
+        if progress_callback:
+            progress_callback(1, len(payload), len(payload))
+    else:
+        timeout = float(source_config.get("timeout") or 120)
+        headers = source_config.get("headers") if isinstance(source_config.get("headers"), dict) else {}
+        async with httpx.AsyncClient(timeout=timeout, follow_redirects=True) as client:
+            async with client.stream(method, endpoint, headers=headers) as response:
+                response.raise_for_status()
+                content_type = response.headers.get("content-type", "")
+                total = int(response.headers.get("content-length") or 0)
+                chunks = []
+                downloaded = 0
+                async for chunk in response.aiter_bytes():
+                    if not chunk:
+                        continue
+                    chunks.append(chunk)
+                    downloaded += len(chunk)
+                    if progress_callback:
+                        progress_callback(
+                            (downloaded / total) if total else None,
+                            downloaded,
+                            total,
+                        )
+                payload = b"".join(chunks)
+
+    extension = _artifact_extension(endpoint, content_type, payload)
+    parsed: Any = None
+    if extension in {".json", ".geojson"}:
+        parsed = json.loads(payload.decode("utf-8"))
+    feature_count = _json_feature_count(parsed)
+    if feature_count <= 0:
+        raise EarthBoundaryBuildError(
+            f"{source_key} downloaded payload contains no features",
+            code="empty_source",
+            details={"source": source_key},
+        )
+
+    sha256 = _sha256_bytes(payload)
+    source_dir = SOURCE_OUTPUT_DIR / source_key
+    source_dir.mkdir(parents=True, exist_ok=True)
+    artifact_path = source_dir / f"{sha256}{extension}"
+    artifact_path.write_bytes(payload)
+    return {
+        "id": source_key,
+        "kind": source_config.get("sourceKind") or BOUNDARY_SOURCE_KINDS[source_key],
+        "path": _relative(artifact_path),
+        "sha256": sha256,
+        "featureCount": feature_count,
+        "license": source_config.get("license"),
+    }
+
+
+async def _run_step(args: list[str]) -> dict[str, Any]:
+    process = await asyncio.create_subprocess_exec(
+        sys.executable,
+        *args,
+        cwd=REPO_ROOT,
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
+    )
+    stdout_bytes, stderr_bytes = await process.communicate()
+    stdout = stdout_bytes.decode("utf-8", errors="replace").strip()
+    stderr = stderr_bytes.decode("utf-8", errors="replace").strip()
+    payload: dict[str, Any] = {"stdout": stdout, "stderr": stderr, "returncode": process.returncode}
+    last_line = stdout.splitlines()[-1:] or []
+    if last_line:
+        try:
+            payload["result"] = json.loads(last_line[0])
+        except json.JSONDecodeError:
+            payload["result"] = last_line[0]
+    if process.returncode != 0:
+        raise EarthBoundaryBuildError(
+            stderr or stdout or f"command failed: {' '.join(args)}",
+            code="build_command_failed",
+            details=payload,
+        )
+    return payload
+
+
+async def build_boundary_assets(progress_callback: Any = None) -> dict[str, Any]:
+    config_payload, config_source = load_boundary_config()
+
+    source_configs = _source_configs_with_defaults(config_payload)
+    missing = [source for source in BOUNDARY_SOURCE_KINDS if source not in source_configs]
+    if missing:
+        raise EarthBoundaryBuildError(
+            f"Missing Earth boundary source configs: {', '.join(missing)}",
+            code="missing_sources",
+            details={"missing": missing},
+        )
+
+    sources = []
+    source_keys = list(BOUNDARY_SOURCE_KINDS)
+    for index, source_key in enumerate(source_keys):
+        source_config = source_configs[source_key]
+        if not isinstance(source_config, dict):
+            raise EarthBoundaryBuildError(
+                f"{source_key} config must be an object",
+                code="invalid_config",
+                details={"source": source_key},
+            )
+        source_start = 8 + index * 18
+        source_end = source_start + 18
+        if progress_callback:
+            progress_callback(source_start, "download", f"正在下载 {source_key}")
+
+        def report_download_progress(ratio: float | None, downloaded: int, total: int) -> None:
+            if not progress_callback:
+                return
+            if ratio is None:
+                progress_callback(source_start + 8, "download", f"{source_key} 已下载 {downloaded} bytes")
+                return
+            progress_callback(
+                source_start + (source_end - source_start) * ratio,
+                "download",
+                f"{source_key} 下载 {int(ratio * 100)}%",
+                downloaded_bytes=downloaded,
+                total_bytes=total,
+            )
+
+        sources.append(await _download_source(source_key, source_config, report_download_progress))
+
+    source_manifest = {
+        "schema": "planet-earth-boundary-sources/v2",
+        "sources": sources,
+        "povPolicy": _read_json(POV_POLICY_PATH),
+    }
+    if progress_callback:
+        progress_callback(65, "manifest", "正在写入边界源 manifest")
+    _write_json(SOURCE_MANIFEST_PATH, source_manifest)
+    build_input_hash = _build_input_hash(source_manifest)
+
+    boundary_manifest = _read_json(BOUNDARY_MANIFEST_PATH)
+    build_skipped = _has_current_artifacts(boundary_manifest, build_input_hash)
+    missing_tools = [tool for tool in ("tippecanoe", "pmtiles") if shutil.which(tool) is None]
+    if missing_tools and not build_skipped:
+        if progress_callback:
+            progress_callback(82, "build", "缺少 PMTiles 工具，正在生成 GeoJSON 高清包")
+        boundary_manifest = _write_high_precision_geojson_manifest(
+            sources,
+            build_input_hash,
+            missing_tools,
+        )
+        result = {
+            "status": "built_geojson_fallback",
+            "code": "missing_tools",
+            "missing_tools": missing_tools,
+            "sources": sources,
+            "boundary_manifest": _relative(BOUNDARY_MANIFEST_PATH),
+            "manifest": boundary_manifest,
+        }
+        _write_json(BUILD_RESULT_PATH, result)
+        if progress_callback:
+            progress_callback(96, "finalize", "GeoJSON 高清国界包已生成")
+        return {**get_boundary_status(), "build": result}
+
+    if build_skipped:
+        if progress_callback:
+            progress_callback(96, "unchanged", "高精国界已是最新")
+        build_result = {
+            "status": "unchanged",
+            "reason": "source manifest and build config hash unchanged",
+            "buildInputHash": build_input_hash,
+        }
+    else:
+        if progress_callback:
+            progress_callback(72, "build", "正在构建 PMTiles/MVT")
+        admin0 = next(source for source in sources if source["kind"] == "admin0-boundaries")
+        coastline = next(source for source in sources if source["kind"] == "coastline")
+        claim_lines = next(source for source in sources if source["kind"] == "claim-lines")
+        build_result = await _run_step(
+            [
+                "scripts/build_earth_boundary_pmtiles.py",
+                "--admin0-source",
+                admin0["path"],
+                "--coastline-source",
+                coastline["path"],
+                "--claims-source",
+                claim_lines["path"],
+                "--output",
+                _relative(PMTILES_ARTIFACT_PATH),
+                "--manifest",
+                _relative(BOUNDARY_MANIFEST_PATH),
+                "--build-input-hash",
+                build_input_hash,
+                "--pov-policy",
+                _relative(POV_POLICY_PATH),
+            ]
+        )
+        if progress_callback:
+            progress_callback(95, "finalize", "正在校验构建产物")
+
+    boundary_manifest = _read_json(BOUNDARY_MANIFEST_PATH)
+    boundary_stats = _directory_stats(BOUNDARY_OUTPUT_DIR)
+    result = {
+        "status": "unchanged" if build_skipped else "built",
+        "sources": sources,
+        "source_manifest": _relative(SOURCE_MANIFEST_PATH),
+        "boundary_manifest": _relative(BOUNDARY_MANIFEST_PATH),
+        "pmtiles_artifact": _relative(PMTILES_ARTIFACT_PATH),
+        "pmtiles_exists": PMTILES_ARTIFACT_PATH.exists(),
+        "boundary_stats": boundary_stats,
+        "manifest": boundary_manifest,
+        "build_result": build_result,
+    }
+    _write_json(BUILD_RESULT_PATH, result)
+    return {**get_boundary_status(), "build": result}
+
+
+async def _run_boundary_build_job(job_id: str) -> None:
+    def report(progress: float, phase: str, message: str, **extra: Any) -> None:
+        if _build_job_state.get("id") != job_id:
+            return
+        _update_job_progress(progress, phase, message, **extra)
+
+    try:
+        report(3, "prepare", "正在准备高精国界构建")
+        result = await build_boundary_assets(report)
+        _set_job_state(
+            id=job_id,
+            status="succeeded",
+            progress=100,
+            phase="complete",
+            message="高精国界构建完成",
+            finished_at=_utc_now_iso(),
+            result={
+                "provider": result.get("provider"),
+                "high_precision_ready": result.get("high_precision_ready"),
+                "pmtiles": result.get("pmtiles"),
+                "manifest": result.get("manifest"),
+            },
+        )
+        _append_job_log("高精国界构建完成")
+    except EarthBoundaryBuildError as exc:
+        _set_job_state(
+            id=job_id,
+            status="failed",
+            progress=_build_job_state.get("progress", 0),
+            phase="failed",
+            message=str(exc),
+            code=exc.code,
+            details=exc.details,
+            finished_at=_utc_now_iso(),
+        )
+        _append_job_log(str(exc))
+    except Exception as exc:  # pragma: no cover - defensive guard for background task
+        _set_job_state(
+            id=job_id,
+            status="failed",
+            progress=_build_job_state.get("progress", 0),
+            phase="failed",
+            message=str(exc),
+            code="build_failed",
+            finished_at=_utc_now_iso(),
+        )
+        _append_job_log(str(exc))
+
+
+async def start_boundary_build_job() -> dict[str, Any]:
+    global _build_task
+    async with _build_job_lock:
+        if _build_task and not _build_task.done():
+            return {"accepted": False, "job": _public_job_state()}
+        job_id = uuid4().hex
+        _set_job_state(
+            id=job_id,
+            status="queued",
+            progress=0,
+            phase="queued",
+            message="高精国界构建已加入队列",
+            logs=[],
+            started_at=_utc_now_iso(),
+            finished_at=None,
+            code=None,
+            details=None,
+        )
+        _append_job_log("高精国界构建已启动")
+        _build_task = asyncio.create_task(_run_boundary_build_job(job_id))
+        return {"accepted": True, "job": _public_job_state()}

backend/app/services/earth_layer_cache.py

@@ -0,0 +1,392 @@
+from __future__ import annotations
+
+import asyncio
+from collections.abc import Awaitable, Callable
+from dataclasses import dataclass
+import hashlib
+import json
+import time
+from typing import Any
+
+from fastapi import Response
+
+from app.core.cache import _RedisClient
+from app.core.config import settings
+from app.core.logging import get_logger
+
+
+logger = get_logger(__name__, service="earth_layer_cache")
+
+EARTH_LAYER_CACHE_PREFIX = "earth:layer:v1"
+EARTH_LAYER_LOCK_PREFIX = "earth:layer:lock:v1"
+DEFAULT_LOCK_TTL_SECONDS = 10
+DEFAULT_LOCK_WAIT_SECONDS = 0.2
+DEFAULT_MAX_FEATURES = 5000
+DEFAULT_MAX_BYTES = 5 * 1024 * 1024
+DEFAULT_BBOX_PRECISION_DEGREES = 0.1
+DEV_CACHE_KEY_HEADER = {"development", "dev", "test", "testing", "local"}
+
+
+@dataclass(frozen=True)
+class EarthLayerCachePolicy:
+    fresh_ttl_seconds: int
+    stale_ttl_seconds: int
+    max_features: int = DEFAULT_MAX_FEATURES
+    max_bytes: int = DEFAULT_MAX_BYTES
+    lock_ttl_seconds: int = DEFAULT_LOCK_TTL_SECONDS
+    lock_wait_seconds: float = DEFAULT_LOCK_WAIT_SECONDS
+
+
+@dataclass(frozen=True)
+class EarthLayerCacheResult:
+    payload: dict[str, Any]
+    state: str
+    key: str
+    features: int
+    bytes: int
+
+
+class EarthLayerCache:
+    def __init__(self) -> None:
+        self._client = None
+
+    @property
+    def client(self):
+        if self._client is None:
+            self._client = _RedisClient.get_client()
+        return self._client
+
+    @staticmethod
+    def key(layer: str, **params: Any) -> str:
+        parts = [EARTH_LAYER_CACHE_PREFIX, _safe_key_part(layer)]
+        for name in sorted(params):
+            value = params[name]
+            if value is None:
+                value = "none"
+            parts.append(f"{_safe_key_part(name)}:{_safe_key_part(value)}")
+        return ":".join(parts)
+
+    @staticmethod
+    def stale_key(key: str) -> str:
+        return f"{key}:stale"
+
+    @staticmethod
+    def lock_key(key: str) -> str:
+        digest = hashlib.sha256(key.encode("utf-8")).hexdigest()[:32]
+        return f"{EARTH_LAYER_LOCK_PREFIX}:{digest}"
+
+    def get_json(self, key: str) -> dict[str, Any] | None:
+        raw = self.client.get(key)
+        if not raw:
+            return None
+        value = json.loads(raw)
+        return value if isinstance(value, dict) else None
+
+    def set_json(self, key: str, payload: dict[str, Any], ttl_seconds: int) -> None:
+        self.client.setex(key, ttl_seconds, json.dumps(payload, ensure_ascii=False, default=str))
+
+    def acquire_lock(self, key: str, ttl_seconds: int) -> bool:
+        return bool(self.client.set(self.lock_key(key), "1", nx=True, ex=ttl_seconds))
+
+    def release_lock(self, key: str) -> None:
+        try:
+            self.client.delete(self.lock_key(key))
+        except Exception:
+            pass
+
+    def delete_pattern(self, pattern: str = f"{EARTH_LAYER_CACHE_PREFIX}:*") -> int:
+        keys = list(self.client.scan_iter(match=pattern))
+        if not keys:
+            return 0
+        return int(self.client.delete(*keys))
+
+    def status(self) -> dict[str, Any]:
+        keys = list(self.client.scan_iter(match=f"{EARTH_LAYER_CACHE_PREFIX}:*"))
+        by_layer: dict[str, dict[str, Any]] = {}
+        total_memory = 0
+        for key in keys:
+            key_str = key.decode("utf-8") if isinstance(key, bytes) else str(key)
+            layer = _layer_from_key(key_str)
+            entry = by_layer.setdefault(layer, {"keys": 0, "stale_keys": 0, "memory_bytes": 0})
+            entry["keys"] += 1
+            if key_str.endswith(":stale"):
+                entry["stale_keys"] += 1
+            try:
+                memory = int(self.client.memory_usage(key) or 0)
+            except Exception:
+                memory = 0
+            entry["memory_bytes"] += memory
+            total_memory += memory
+        return {
+            "prefix": EARTH_LAYER_CACHE_PREFIX,
+            "key_count": len(keys),
+            "memory_bytes": total_memory,
+            "layers": by_layer,
+        }
+
+
+earth_layer_cache = EarthLayerCache()
+
+
+def quantize_bbox(
+    bbox: tuple[float, float, float, float],
+    *,
+    precision: float = DEFAULT_BBOX_PRECISION_DEGREES,
+) -> tuple[float, float, float, float]:
+    return tuple(round(value / precision) * precision for value in bbox)  # type: ignore[return-value]
+
+
+def format_bbox_key(bbox: tuple[float, float, float, float]) -> str:
+    return ",".join(f"{value:.1f}" for value in bbox)
+
+
+def apply_cache_headers(response: Response | None, result: EarthLayerCacheResult) -> None:
+    if response is None:
+        return
+    response.headers["X-Planet-Cache"] = result.state
+    response.headers["X-Planet-Cache-Features"] = str(result.features)
+    response.headers["X-Planet-Cache-Bytes"] = str(result.bytes)
+    env_name = str(getattr(settings, "ENVIRONMENT", "") or "development").lower()
+    if env_name in DEV_CACHE_KEY_HEADER:
+        response.headers["X-Planet-Cache-Key"] = result.key
+
+
+async def get_or_build_layer_payload(
+    *,
+    key: str,
+    policy: EarthLayerCachePolicy,
+    builder: Callable[[], Awaitable[dict[str, Any]]],
+    response: Response | None = None,
+) -> dict[str, Any]:
+    result = await resolve_layer_payload(key=key, policy=policy, builder=builder)
+    apply_cache_headers(response, result)
+    return result.payload
+
+
+async def resolve_layer_payload(
+    *,
+    key: str,
+    policy: EarthLayerCachePolicy,
+    builder: Callable[[], Awaitable[dict[str, Any]]],
+) -> EarthLayerCacheResult:
+    started = time.perf_counter()
+    try:
+        cached = earth_layer_cache.get_json(key)
+        if cached is not None:
+            return _result(cached, state="hit", key=key)
+
+        lock_acquired = earth_layer_cache.acquire_lock(key, policy.lock_ttl_seconds)
+        if lock_acquired:
+            try:
+                payload = await _build_budgeted_payload(builder, policy)
+                _write_fresh_and_stale(key, payload, policy)
+                _log_cache_event("refresh", key, payload, started)
+                return _result(payload, state="refresh", key=key)
+            except Exception as exc:
+                stale = _read_stale(key)
+                if stale is not None:
+                    logger.warning_event(
+                        "Earth layer cache builder failed; returning stale payload",
+                        event="earth_layer_cache.stale_after_builder_error",
+                        context={"key": key, "error": str(exc)},
+                    )
+                    return _result(stale, state="stale", key=key)
+                raise
+            finally:
+                earth_layer_cache.release_lock(key)
+
+        stale = _read_stale(key)
+        if stale is not None:
+            return _result(stale, state="stale", key=key)
+
+        await asyncio.sleep(policy.lock_wait_seconds)
+        cached_after_wait = earth_layer_cache.get_json(key)
+        if cached_after_wait is not None:
+            return _result(cached_after_wait, state="hit", key=key)
+
+        payload = await _build_budgeted_payload(builder, policy)
+        _log_cache_event("miss", key, payload, started)
+        return _result(payload, state="miss", key=key)
+    except Exception as exc:
+        try:
+            payload = await _build_budgeted_payload(builder, policy)
+        except Exception:
+            raise exc
+        logger.warning_event(
+            "Earth layer cache bypassed",
+            event="earth_layer_cache.bypass",
+            context={"key": key, "error": str(exc)},
+        )
+        return _result(payload, state="bypass", key=key)
+
+
+def apply_payload_budget(payload: dict[str, Any], policy: EarthLayerCachePolicy) -> dict[str, Any]:
+    budgeted = _truncate_features(payload, policy.max_features, "feature_budget")
+    size = _payload_size(budgeted)
+    if size <= policy.max_bytes:
+        return budgeted
+
+    features = budgeted.get("features")
+    if not isinstance(features, list):
+        return _with_budget_diagnostics(
+            budgeted,
+            truncated=True,
+            reason="byte_budget",
+            bytes_before=size,
+            bytes_after=size,
+        )
+
+    low = 0
+    high = len(features)
+    best = []
+    best_size = _payload_size({**budgeted, "features": best})
+    while low <= high:
+        mid = (low + high) // 2
+        candidate_features = features[:mid]
+        candidate = _with_budget_diagnostics(
+            {**budgeted, "features": candidate_features},
+            truncated=mid < len(features),
+            reason="byte_budget",
+            bytes_before=size,
+            bytes_after=0,
+        )
+        candidate_size = _payload_size(candidate)
+        if candidate_size <= policy.max_bytes:
+            best = candidate_features
+            best_size = candidate_size
+            low = mid + 1
+        else:
+            high = mid - 1
+
+    return _with_budget_diagnostics(
+        {**budgeted, "features": best},
+        truncated=True,
+        reason="byte_budget",
+        bytes_before=size,
+        bytes_after=best_size,
+    )
+
+
+def invalidate_earth_layer_cache_for_source(source: str) -> int:
+    source_key = str(source or "").strip()
+    patterns = {
+        "arcgis_cables": ["cables*", "landing-points*", "summary*"],
+        "arcgis_landing_points": ["landing-points*", "summary*"],
+        "arcgis_cable_landing_relation": ["landing-points*", "summary*"],
+        "celestrak_tle": ["satellites*", "summary*"],
+        "spacetrack_tle": ["satellites*", "summary*"],
+        "top500": ["compute-centers*", "summary*"],
+        "epoch_ai_gpu": ["compute-centers*", "summary*"],
+        "ris_live_bgp": ["bgp*", "summary*"],
+        "bgpstream_bgp": ["bgp*", "summary*"],
+    }.get(source_key, [])
+    deleted = 0
+    for layer_pattern in patterns:
+        deleted += earth_layer_cache.delete_pattern(f"{EARTH_LAYER_CACHE_PREFIX}:{layer_pattern}")
+    return deleted
+
+
+async def _build_budgeted_payload(
+    builder: Callable[[], Awaitable[dict[str, Any]]],
+    policy: EarthLayerCachePolicy,
+) -> dict[str, Any]:
+    payload = await builder()
+    return apply_payload_budget(payload, policy)
+
+
+def _write_fresh_and_stale(key: str, payload: dict[str, Any], policy: EarthLayerCachePolicy) -> None:
+    earth_layer_cache.set_json(key, payload, policy.fresh_ttl_seconds)
+    earth_layer_cache.set_json(earth_layer_cache.stale_key(key), payload, policy.stale_ttl_seconds)
+
+
+def _read_stale(key: str) -> dict[str, Any] | None:
+    try:
+        return earth_layer_cache.get_json(earth_layer_cache.stale_key(key))
+    except Exception:
+        return None
+
+
+def _truncate_features(payload: dict[str, Any], max_features: int, reason: str) -> dict[str, Any]:
+    features = payload.get("features")
+    if not isinstance(features, list) or len(features) <= max_features:
+        return payload
+    return _with_budget_diagnostics(
+        {**payload, "features": features[:max_features]},
+        truncated=True,
+        reason=reason,
+        original_feature_count=len(features),
+    )
+
+
+def _with_budget_diagnostics(
+    payload: dict[str, Any],
+    *,
+    truncated: bool,
+    reason: str,
+    original_feature_count: int | None = None,
+    bytes_before: int | None = None,
+    bytes_after: int | None = None,
+) -> dict[str, Any]:
+    diagnostics = dict(payload.get("diagnostics") or {})
+    diagnostics.update(
+        {
+            "truncated": bool(truncated or diagnostics.get("truncated")),
+            "limit_reason": reason,
+        }
+    )
+    if original_feature_count is not None:
+        diagnostics["original_feature_count"] = original_feature_count
+    if bytes_before is not None:
+        diagnostics["bytes_before_budget"] = bytes_before
+    if bytes_after is not None:
+        diagnostics["bytes_after_budget"] = bytes_after
+    return {**payload, "diagnostics": diagnostics}
+
+
+def _result(payload: dict[str, Any], *, state: str, key: str) -> EarthLayerCacheResult:
+    return EarthLayerCacheResult(
+        payload=payload,
+        state=state,
+        key=key,
+        features=_feature_count(payload),
+        bytes=_payload_size(payload),
+    )
+
+
+def _feature_count(payload: dict[str, Any]) -> int:
+    features = payload.get("features")
+    if isinstance(features, list):
+        return len(features)
+    count = payload.get("count")
+    return int(count) if isinstance(count, int) else 0
+
+
+def _payload_size(payload: dict[str, Any]) -> int:
+    return len(json.dumps(payload, ensure_ascii=False, default=str).encode("utf-8"))
+
+
+def _safe_key_part(value: Any) -> str:
+    raw = str(value).strip().lower()
+    return "".join(char if char.isalnum() or char in {"-", "_", ".", ","} else "_" for char in raw)[:160]
+
+
+def _layer_from_key(key: str) -> str:
+    prefix = f"{EARTH_LAYER_CACHE_PREFIX}:"
+    if not key.startswith(prefix):
+        return "unknown"
+    remainder = key[len(prefix):]
+    return remainder.split(":", 1)[0]
+
+
+def _log_cache_event(state: str, key: str, payload: dict[str, Any], started: float) -> None:
+    logger.info_event(
+        "Earth layer cache resolved",
+        event="earth_layer_cache.resolved",
+        context={
+            "state": state,
+            "key": key,
+            "features": _feature_count(payload),
+            "bytes": _payload_size(payload),
+            "duration_ms": round((time.perf_counter() - started) * 1000, 2),
+        },
+    )

backend/app/services/earth_news.py

@@ -1,11 +1,13 @@
 from __future__ import annotations
 
 import asyncio
-from dataclasses import dataclass
+from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from email.utils import parsedate_to_datetime
 import hashlib
 import html
+import json
+import math
 import re
 from typing import Any
 from urllib.parse import quote
@@ -13,6 +15,13 @@ import xml.etree.ElementTree as ET
 
 import httpx
 from bs4 import BeautifulSoup
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.core.countries import COUNTRY_VARIANTS_MAP, get_country_centroid, normalize_country
+from app.ai_tasks.prompts import EffectiveAIPrompt, get_effective_prompt
+from app.schemas.ai import SituationalAnalysisRequest
+from app.services.ai_client import AIProviderClient
+from app.services.location.resolvers.nominatim import build_default_nominatim_geocoder
 
 
 USER_AGENT = "PlanetEarthNewsBoard/1.0 (+https://planet.local)"
@@ -20,6 +29,11 @@ REQUEST_TIMEOUT = 12.0
 MAX_ITEMS_PER_SOURCE = 6
 MAX_ITEMS_TOTAL = 12
 STALE_CACHE_MAX_AGE_SECONDS = 60 * 45
+RSS_SUPPLEMENT_MAX_AGE_SECONDS = STALE_CACHE_MAX_AGE_SECONDS
+MAX_TARGET_INFERENCE_CONCURRENCY = 3
+TARGET_INFERENCE_TIMEOUT_SECONDS = 6.0
+DEFAULT_NEWS_LOCALE = "zh-CN"
+NEWS_ENRICH_PROMPT_KEY = "earth.news.enrich"
 
 
 @dataclass(frozen=True)
@@ -49,6 +63,17 @@ class NewsFeedSource:
     priority: int = 100
 
 
+@dataclass(frozen=True)
+class NewsTargetLocation:
+    latitude: float
+    longitude: float
+    label: str
+    source: str
+    confidence: float | None = None
+    country: str | None = None
+    city: str | None = None
+
+
 @dataclass
 class ParsedNewsItem:
     id: str
@@ -60,6 +85,18 @@ class ParsedNewsItem:
     feed_region: str
     homepage_url: str
     published_at: datetime | None
+    content_language: str = "en"
+    localizations: dict[str, dict[str, str]] = field(default_factory=dict)
+    enrichment_status: str = "pending"
+    enrichment_error: str | None = None
+    enriched_at: datetime | None = None
+    target_location: NewsTargetLocation | None = None
+    target_resolution_stage: str = "unresolved"
+    target_ai_attempted: bool = False
+    target_ai_status: str = "not_attempted"
+    target_ai_error: str | None = None
+    target_debug_note: str | None = None
+    location_patch: dict[str, Any] | None = None
 
 
 @dataclass
@@ -236,6 +273,17 @@ NEWS_FEED_SOURCES: tuple[NewsFeedSource, ...] = (
 
 
 _REGION_CACHE: dict[str, CachedRegionFeed] = {}
+_news_target_geocode = build_default_nominatim_geocoder(user_agent=USER_AGENT)
+_CITY_HINTS: tuple[dict[str, str | None], ...] = (
+    {"name": "Beijing", "country": "中国"},
+    {"name": "Havana", "country": "古巴"},
+    {"name": "Kyiv", "country": "乌克兰"},
+    {"name": "Bangkok", "country": "泰国"},
+    {"name": "Tehran", "country": "伊朗"},
+    {"name": "Moscow", "country": "俄罗斯"},
+    {"name": "Taipei", "country": "中国（台湾）"},
+    {"name": "Hong Kong", "country": "中国（香港）"},
+)
 
 
 def determine_focus_region(lat: float | None, lon: float | None) -> str:
@@ -258,6 +306,462 @@ def get_region_anchor(region: str) -> RegionAnchor:
     return REGION_ANCHORS.get(region, REGION_ANCHORS["global"])
 
 
+def _coerce_str(value: Any) -> str | None:
+    if value is None:
+        return None
+    if not isinstance(value, str):
+        value = str(value)
+    cleaned = re.sub(r"\s+", " ", value).strip()
+    return cleaned or None
+
+
+def _contains_location_alias(text: str, alias: str) -> bool:
+    normalized_alias = _coerce_str(alias)
+    if not normalized_alias:
+        return False
+    if re.search(r"[A-Za-z]", normalized_alias):
+        pattern = r"(?<![A-Za-z])" + re.escape(normalized_alias) + r"(?![A-Za-z])"
+        return re.search(pattern, text, flags=re.IGNORECASE) is not None
+    return normalized_alias in text
+
+
+def _iter_searchable_country_variants(
+    canonical: str,
+    variants: list[str],
+) -> tuple[str, ...]:
+    searchable: list[str] = []
+    seen: set[str] = set()
+    for variant in (canonical, *variants):
+        normalized = _coerce_str(variant)
+        if not normalized:
+            continue
+        if re.fullmatch(r"[A-Z]{2,3}", normalized):
+            continue
+        if len(normalized) <= 2:
+            continue
+        key = normalized.casefold()
+        if key in seen:
+            continue
+        seen.add(key)
+        searchable.append(normalized)
+    return tuple(searchable)
+
+
+def _coerce_float(value: Any) -> float | None:
+    try:
+        parsed = float(value)
+    except (TypeError, ValueError):
+        return None
+    if not math.isfinite(parsed):
+        return None
+    return parsed
+
+
+def _first_json_object(text: str) -> dict[str, Any] | None:
+    if not text:
+        return None
+    decoder = json.JSONDecoder()
+    for index, char in enumerate(text):
+        if char != "{":
+            continue
+        try:
+            payload, _ = decoder.raw_decode(text[index:])
+        except ValueError:
+            continue
+        if isinstance(payload, dict):
+            return payload
+    return None
+
+
+def _normalize_localizations(value: Any) -> dict[str, dict[str, str]]:
+    if not isinstance(value, dict):
+        return {}
+    normalized: dict[str, dict[str, str]] = {}
+    for locale, payload in value.items():
+        locale_key = _coerce_str(locale)
+        if not locale_key or not isinstance(payload, dict):
+            continue
+        title = _coerce_str(payload.get("title"))
+        summary = _coerce_str(payload.get("summary"))
+        entry: dict[str, str] = {}
+        if title:
+            entry["title"] = title
+        if summary:
+            entry["summary"] = summary
+        if entry:
+            normalized[locale_key] = entry
+    return normalized
+
+
+def _get_locale_text(
+    item: ParsedNewsItem,
+    key: str,
+    *,
+    locale: str = DEFAULT_NEWS_LOCALE,
+) -> str:
+    localized = item.localizations.get(locale)
+    if isinstance(localized, dict):
+        value = _coerce_str(localized.get(key))
+        if value:
+            return value
+    return ""
+
+
+def _has_default_localization(item: ParsedNewsItem) -> bool:
+    localized = item.localizations.get(DEFAULT_NEWS_LOCALE)
+    if not isinstance(localized, dict):
+        return False
+    return bool(_coerce_str(localized.get("title")) and _coerce_str(localized.get("summary")))
+
+
+def apply_enrichment_patch_to_item(
+    item: ParsedNewsItem,
+    patch: dict[str, Any],
+) -> ParsedNewsItem:
+    item.location_patch = patch
+    if "content_language" in patch:
+        item.content_language = _coerce_str(patch.get("content_language")) or item.content_language
+    if "localizations" in patch:
+        item.localizations = _normalize_localizations(patch.get("localizations"))
+    if "enrichment_status" in patch:
+        item.enrichment_status = _coerce_str(patch.get("enrichment_status")) or item.enrichment_status
+    if "enrichment_error" in patch:
+        item.enrichment_error = _coerce_str(patch.get("enrichment_error"))
+    if "enriched_at" in patch:
+        item.enriched_at = _parse_datetime(_coerce_str(patch.get("enriched_at")))
+    return item
+
+
+async def _geocode_target_location(query: str) -> dict[str, Any] | None:
+    return await asyncio.to_thread(_news_target_geocode, query)
+
+
+async def _build_target_location_from_payload(
+    payload: dict[str, Any],
+) -> NewsTargetLocation | None:
+    country = normalize_country(payload.get("country"))
+    city = _coerce_str(payload.get("city"))
+    matched_location_name = _coerce_str(payload.get("matched_location_name"))
+    confidence = _coerce_float(payload.get("confidence"))
+    if confidence is not None:
+        confidence = max(0.0, min(confidence, 1.0))
+
+    latitude = _coerce_float(payload.get("latitude"))
+    longitude = _coerce_float(payload.get("longitude"))
+    if latitude not in (None, 0.0) and longitude not in (None, 0.0):
+        label = matched_location_name or ", ".join(part for part in (city, country) if part) or "关联位置"
+        return NewsTargetLocation(
+            latitude=latitude,
+            longitude=longitude,
+            label=label,
+            source="ai_inferred_target",
+            confidence=confidence,
+            country=country,
+            city=city,
+        )
+
+    geocode_queries: list[str] = []
+    for value in (
+        ", ".join(part for part in (city, country) if part),
+        matched_location_name,
+        city,
+        country,
+    ):
+        normalized = _coerce_str(value)
+        if normalized and normalized not in geocode_queries:
+            geocode_queries.append(normalized)
+
+    for query in geocode_queries:
+        try:
+            result = await _geocode_target_location(query)
+        except Exception:
+            continue
+        if not isinstance(result, dict):
+            continue
+        latitude = _coerce_float(result.get("lat"))
+        longitude = _coerce_float(result.get("lon"))
+        if latitude in (None, 0.0) or longitude in (None, 0.0):
+            continue
+        label = (
+            _coerce_str(result.get("display_name"))
+            or matched_location_name
+            or ", ".join(part for part in (city, country) if part)
+            or query
+        )
+        return NewsTargetLocation(
+            latitude=latitude,
+            longitude=longitude,
+            label=label,
+            source="ai_inferred_target",
+            confidence=confidence,
+            country=country,
+            city=city,
+        )
+
+    centroid = get_country_centroid(country)
+    if centroid:
+        label = matched_location_name or city or country or "关联位置"
+        return NewsTargetLocation(
+            latitude=centroid["latitude"],
+            longitude=centroid["longitude"],
+            label=label,
+            source="ai_inferred_target",
+            confidence=confidence,
+            country=country,
+            city=city,
+        )
+
+    return None
+
+
+async def _extract_target_location_from_text(item: ParsedNewsItem) -> NewsTargetLocation | None:
+    combined_text = " ".join(part for part in (item.title, item.summary) if part).strip()
+    if not combined_text:
+        return None
+
+    for hint in _CITY_HINTS:
+        city_name = _coerce_str(hint.get("name"))
+        if not city_name or not _contains_location_alias(combined_text, city_name):
+            continue
+        country = normalize_country(hint.get("country"))
+        geocode_query = ", ".join(part for part in (city_name, country) if part)
+        try:
+            result = await _geocode_target_location(geocode_query)
+        except Exception:
+            result = None
+        if isinstance(result, dict):
+            latitude = _coerce_float(result.get("lat"))
+            longitude = _coerce_float(result.get("lon"))
+            if latitude not in (None, 0.0) and longitude not in (None, 0.0):
+                return NewsTargetLocation(
+                    latitude=latitude,
+                    longitude=longitude,
+                    label=_coerce_str(result.get("display_name")) or geocode_query,
+                    source="headline_location_hint",
+                    confidence=0.78,
+                    country=country,
+                    city=city_name,
+                )
+        centroid = get_country_centroid(country)
+        if centroid:
+            return NewsTargetLocation(
+                latitude=centroid["latitude"],
+                longitude=centroid["longitude"],
+                label=geocode_query,
+                source="headline_location_hint",
+                confidence=0.68,
+                country=country,
+                city=city_name,
+            )
+
+    for canonical, variants in COUNTRY_VARIANTS_MAP.items():
+        if not get_country_centroid(canonical):
+            continue
+        searchable_variants = _iter_searchable_country_variants(canonical, variants)
+        if not any(_contains_location_alias(combined_text, variant) for variant in searchable_variants):
+            continue
+        centroid = get_country_centroid(canonical)
+        if not centroid:
+            continue
+        return NewsTargetLocation(
+            latitude=centroid["latitude"],
+            longitude=centroid["longitude"],
+            label=canonical,
+            source="headline_country_hint",
+            confidence=0.62,
+            country=canonical,
+            city=None,
+        )
+
+    return None
+
+
+async def _infer_news_target_location(
+    item: ParsedNewsItem,
+    *,
+    provider_client: AIProviderClient | None,
+    prompt: EffectiveAIPrompt | None = None,
+) -> NewsTargetLocation | None:
+    target, _localizations = await _infer_news_enrichment(
+        item,
+        provider_client=provider_client,
+        prompt=prompt,
+    )
+    return target
+
+
+async def _infer_news_enrichment(
+    item: ParsedNewsItem,
+    *,
+    provider_client: AIProviderClient | None,
+    prompt: EffectiveAIPrompt | None = None,
+) -> tuple[NewsTargetLocation | None, dict[str, dict[str, str]]]:
+    text_hint = await _extract_target_location_from_text(item)
+    content_error: str | None = None
+    if text_hint is not None and text_hint.city:
+        item.target_resolution_stage = text_hint.source
+        item.target_ai_attempted = False
+        item.target_ai_status = "skipped_text_hint"
+        item.target_ai_error = None
+        item.target_debug_note = f"text hint matched {text_hint.label}"
+    localizations: dict[str, dict[str, str]] = {}
+
+    if provider_client is None:
+        if text_hint is None or not text_hint.city:
+            item.target_resolution_stage = text_hint.source if text_hint is not None else "unresolved"
+            item.target_ai_attempted = False
+            item.target_ai_status = "unavailable"
+            item.target_ai_error = "AI provider is not configured or unavailable for earth-feed."
+            item.target_debug_note = (
+                f"text hint matched {text_hint.label}" if text_hint is not None else "no text location hint matched"
+            )
+        item.enrichment_status = "unavailable"
+        item.enrichment_error = "AI provider is not configured or unavailable for earth-feed."
+        return text_hint, localizations
+
+    if text_hint is None or not text_hint.city:
+        item.target_ai_attempted = True
+        item.target_ai_status = "attempted"
+        item.target_ai_error = None
+        item.target_debug_note = (
+            f"text hint matched {text_hint.label}" if text_hint is not None else "no text location hint matched"
+        )
+    item.enrichment_status = "attempted"
+    item.enrichment_error = None
+
+    prompt = prompt or await get_effective_prompt(None, NEWS_ENRICH_PROMPT_KEY)
+    request = SituationalAnalysisRequest(
+        title="Enrich Earth news item with event location and zh-CN content",
+        objective=prompt.prompt,
+        system_prompt=prompt.system_prompt or None,
+        context={
+            "news_item": {
+                "title": item.title,
+                "summary": item.summary,
+                "source": item.source,
+                "feed_name": item.feed_name,
+                "feed_region": item.feed_region,
+                "url": item.url,
+                "published_at": (
+                    item.published_at.isoformat().replace("+00:00", "Z")
+                    if item.published_at
+                    else None
+                ),
+            },
+            "required_json_schema": {
+                "location": {
+                    "country": "string|null",
+                    "city": "string|null",
+                    "matched_location_name": "string|null",
+                    "latitude": "number|null",
+                    "longitude": "number|null",
+                    "confidence": "number from 0 to 1",
+                    "reasoning_summary": "short string",
+                },
+                "localizations": {
+                    "zh-CN": {
+                        "title": "faithful Simplified Chinese title",
+                        "summary": "one-sentence newswire-style Simplified Chinese lead summary",
+                    }
+                },
+            },
+        },
+        constraints=[
+            "Return only strict JSON. Do not wrap it in markdown.",
+            "For localizations, do not add facts that are absent from the RSS headline, description, source, or date.",
+            "Write zh-CN summary as one concise newswire-style sentence, like a breaking-news lead.",
+            "If the RSS description is thin, write a conservative one-sentence summary that says only what is supported.",
+            "Keep zh-CN summary factual, non-promotional, and avoid colon-heavy keyword labels.",
+            "Prefer the event location, not the newsroom or publisher headquarters.",
+            "When a country visit or summit is the clear topic but the city is omitted, use the most likely host city only if it is broadly public knowledge.",
+            "Use null for unknown fields instead of inventing details.",
+            "Calibrate confidence conservatively: 0.75+ only when the city is strongly supported, 0.55-0.74 for country-level or likely city inference, below 0.55 when weak.",
+        ],
+    )
+    try:
+        response = await provider_client.analyze(request)
+    except Exception as exc:
+        if text_hint is None or not text_hint.city:
+            item.target_resolution_stage = text_hint.source if text_hint is not None else "unresolved"
+            item.target_ai_status = "provider_error"
+            item.target_ai_error = str(exc)
+        item.enrichment_status = "provider_error"
+        item.enrichment_error = str(exc)
+        return text_hint, localizations
+
+    payload = _first_json_object(response.content)
+    if not isinstance(payload, dict):
+        if text_hint is None or not text_hint.city:
+            item.target_resolution_stage = text_hint.source if text_hint is not None else "unresolved"
+            item.target_ai_status = "parse_error"
+            item.target_ai_error = "AI response did not contain a parseable JSON object."
+        item.enrichment_status = "parse_error"
+        item.enrichment_error = "AI response did not contain a parseable JSON object."
+        return text_hint, localizations
+
+    localizations = _normalize_localizations(payload.get("localizations"))
+    if not localizations:
+        content_error = "AI returned no usable localizations."
+
+    location_payload = payload.get("location") if isinstance(payload.get("location"), dict) else payload
+    if text_hint is not None and text_hint.city:
+        target = text_hint
+    else:
+        target = await _build_target_location_from_payload(location_payload)
+    if target is None:
+        item.target_resolution_stage = text_hint.source if text_hint is not None else "unresolved"
+        item.target_ai_status = "no_result"
+        item.target_ai_error = "AI returned no usable target coordinates or geocodeable location."
+        target = text_hint
+    elif target.confidence is not None and target.confidence < 0.45:
+        item.target_resolution_stage = text_hint.source if text_hint is not None else "unresolved"
+        item.target_ai_status = "low_confidence"
+        item.target_ai_error = f"AI target confidence too low: {target.confidence:.2f}"
+        target = text_hint
+    else:
+        item.target_resolution_stage = target.source
+        item.target_ai_status = "success"
+        item.target_ai_error = None
+        item.target_debug_note = f"ai inferred {target.label}"
+
+    item.localizations = localizations
+    if localizations and item.target_ai_status in {"success", "skipped_text_hint"}:
+        item.enrichment_status = "success"
+        item.enrichment_error = None
+    elif localizations:
+        item.enrichment_status = "content_only"
+        item.enrichment_error = item.target_ai_error
+    else:
+        item.enrichment_status = "location_only" if target is not None else "no_result"
+        item.enrichment_error = content_error or item.target_ai_error
+    item.enriched_at = datetime.now(UTC) if localizations else None
+    return target, localizations
+
+
+async def _enrich_items_with_target_locations(
+    items: list[ParsedNewsItem],
+    *,
+    provider_client: AIProviderClient | None,
+    prompt: EffectiveAIPrompt | None = None,
+) -> list[ParsedNewsItem]:
+    if not items:
+        return items
+
+    semaphore = asyncio.Semaphore(MAX_TARGET_INFERENCE_CONCURRENCY)
+
+    async def enrich(item: ParsedNewsItem) -> ParsedNewsItem:
+        async with semaphore:
+            target = await _infer_news_target_location(
+                item,
+                provider_client=provider_client,
+                prompt=prompt,
+            )
+        item.target_location = target
+        return item
+
+    return list(await asyncio.gather(*(enrich(item) for item in items)))
+
+
 def get_sources_for_region(region: str) -> list[NewsFeedSource]:
     return sorted(
         [source for source in NEWS_FEED_SOURCES if source.region in {"global", region}],
@@ -385,23 +889,170 @@ def _serialize_sources(sources: list[NewsFeedSource]) -> list[dict[str, Any]]:
     ]
 
 
-def _serialize_item(item: ParsedNewsItem, *, active_region: str) -> dict[str, Any]:
-    published_at = item.published_at
+def _serialize_anchor(anchor: RegionAnchor) -> dict[str, Any]:
+    return {
+        "region": anchor.region,
+        "label": anchor.label,
+        "latitude": anchor.latitude,
+        "longitude": anchor.longitude,
+    }
+
+
+def _serialize_target(target: NewsTargetLocation | None) -> dict[str, Any] | None:
+    if target is None:
+        return None
+    return {
+        "latitude": target.latitude,
+        "longitude": target.longitude,
+        "label": target.label,
+        "source": target.source,
+        "confidence": target.confidence,
+        "country": target.country,
+        "city": target.city,
+    }
+
+
+def _serialize_enriched_at(value: datetime | None) -> str | None:
+    return value.isoformat().replace("+00:00", "Z") if value else None
+
+
+def _content_patch(item: ParsedNewsItem) -> dict[str, Any]:
+    return {
+        "content_language": item.content_language,
+        "localizations": item.localizations,
+        "enrichment_status": item.enrichment_status,
+        "enrichment_error": item.enrichment_error,
+        "enriched_at": _serialize_enriched_at(item.enriched_at),
+    }
+
+
+def build_anchor_location_patch(
+    item: ParsedNewsItem,
+    *,
+    queued: bool = False,
+    queue_available: bool | None = None,
+) -> dict[str, Any]:
     anchor = get_region_anchor(item.feed_region)
+    if queued:
+        resolution_stage = "queued"
+        ai_status = "queued"
+        debug_note = "queued for async target location inference"
+    else:
+        resolution_stage = item.target_resolution_stage
+        ai_status = item.target_ai_status
+        debug_note = item.target_debug_note
+    content_patch = _content_patch(item)
+    if queued and content_patch["enrichment_status"] == "pending":
+        content_patch["enrichment_status"] = "queued"
+    return {
+        "latitude": anchor.latitude,
+        "longitude": anchor.longitude,
+        "location_label": anchor.label,
+        "location_source": "region_anchor",
+        "verified": False,
+        "location_meta": {
+            "resolution_stage": resolution_stage,
+            "ai_attempted": item.target_ai_attempted,
+            "ai_status": ai_status,
+            "ai_error": item.target_ai_error,
+            "debug_note": debug_note,
+            "queue_available": queue_available,
+            "target": None,
+            "anchor": _serialize_anchor(anchor),
+        },
+        **content_patch,
+    }
+
+
+def build_target_location_patch(item: ParsedNewsItem, target: NewsTargetLocation | None) -> dict[str, Any]:
+    if target is None:
+        return build_anchor_location_patch(item)
+    anchor = get_region_anchor(item.feed_region)
+    return {
+        "latitude": target.latitude,
+        "longitude": target.longitude,
+        "location_label": target.label,
+        "location_source": target.source,
+        "verified": True,
+        "location_meta": {
+            "resolution_stage": item.target_resolution_stage,
+            "ai_attempted": item.target_ai_attempted,
+            "ai_status": item.target_ai_status,
+            "ai_error": item.target_ai_error,
+            "debug_note": item.target_debug_note,
+            "target": _serialize_target(target),
+            "anchor": _serialize_anchor(anchor),
+        },
+        **_content_patch(item),
+    }
+
+
+def build_target_location_job_payload(item: ParsedNewsItem) -> dict[str, Any]:
+    published_at = item.published_at
     return {
         "id": item.id,
         "title": item.title,
         "summary": item.summary,
+        "content_language": item.content_language,
+        "localizations": item.localizations,
+        "enrichment_status": item.enrichment_status,
+        "enrichment_error": item.enrichment_error,
+        "enriched_at": _serialize_enriched_at(item.enriched_at),
+        "url": item.url,
+        "source": item.source,
+        "feed_name": item.feed_name,
+        "feed_region": item.feed_region,
+        "homepage_url": item.homepage_url,
+        "published_at": published_at.isoformat().replace("+00:00", "Z") if published_at else None,
+    }
+
+
+def parsed_news_item_from_job_payload(payload: dict[str, Any]) -> ParsedNewsItem:
+    return ParsedNewsItem(
+        id=str(payload.get("id") or ""),
+        title=str(payload.get("title") or ""),
+        summary=str(payload.get("summary") or ""),
+        content_language=str(payload.get("content_language") or "en"),
+        localizations=_normalize_localizations(payload.get("localizations")),
+        enrichment_status=str(payload.get("enrichment_status") or "pending"),
+        enrichment_error=_coerce_str(payload.get("enrichment_error")),
+        enriched_at=_parse_datetime(_coerce_str(payload.get("enriched_at"))),
+        url=str(payload.get("url") or ""),
+        source=str(payload.get("source") or ""),
+        feed_name=str(payload.get("feed_name") or ""),
+        feed_region=str(payload.get("feed_region") or "global"),
+        homepage_url=str(payload.get("homepage_url") or ""),
+        published_at=_parse_datetime(_coerce_str(payload.get("published_at"))),
+    )
+
+
+def _serialize_item(item: ParsedNewsItem, *, active_region: str) -> dict[str, Any]:
+    published_at = item.published_at
+    location_patch = item.location_patch or build_target_location_patch(item, item.target_location)
+    return {
+        "id": item.id,
+        "title": item.title,
+        "summary": item.summary,
+        "content_language": item.content_language,
+        "localizations": item.localizations,
+        "display_title": _get_locale_text(item, "title"),
+        "display_summary": _get_locale_text(item, "summary"),
         "url": item.url,
         "source": item.source,
         "feed_name": item.feed_name,
         "region": item.feed_region,
+        "display_region": get_region_anchor(item.feed_region).label,
         "homepage_url": item.homepage_url,
         "published_at": published_at.isoformat().replace("+00:00", "Z") if published_at else None,
-        "latitude": anchor.latitude,
-        "longitude": anchor.longitude,
-        "location_label": anchor.label,
-        "location_inferred": True,
+        "latitude": location_patch["latitude"],
+        "longitude": location_patch["longitude"],
+        "location_label": location_patch["location_label"],
+        "location_source": location_patch["location_source"],
+        "verified": location_patch["verified"],
+        "location_meta": location_patch["location_meta"],
+        "enrichment_status": item.enrichment_status,
+        "enrichment_error": item.enrichment_error,
+        "enriched_at": _serialize_enriched_at(item.enriched_at),
         "is_focus_match": item.feed_region == active_region,
     }
 
@@ -426,6 +1077,7 @@ def _build_payload(
             "lon": lon,
             "region": active_region,
             "label": profile.label,
+            "display_region": get_region_anchor(active_region).label,
             "accent": profile.accent,
         },
         "sources": _serialize_sources(sources),
@@ -472,6 +1124,68 @@ def _store_region_cache(region: str, *, items: list[ParsedNewsItem], sources: li
     )
 
 
+async def _apply_cached_locations_and_enqueue(items: list[ParsedNewsItem]) -> list[ParsedNewsItem]:
+    if not items:
+        return items
+
+    from app.services.earth_news_queue import (
+        enqueue_target_location_job,
+        get_cached_target_location_patch,
+    )
+
+    async def enqueue_item(item: ParsedNewsItem, *, force: bool = False) -> bool:
+        return await enqueue_target_location_job(build_target_location_job_payload(item), force=force)
+
+    async def apply_location(item: ParsedNewsItem) -> ParsedNewsItem:
+        cached_patch = await get_cached_target_location_patch(item.id)
+        if cached_patch:
+            apply_enrichment_patch_to_item(item, cached_patch)
+            if not _has_default_localization(item):
+                queued = await enqueue_item(item, force=True)
+                if queued and item.enrichment_status in {
+                    "pending",
+                    "unavailable",
+                    "provider_error",
+                    "parse_error",
+                    "no_result",
+                    "location_only",
+                }:
+                    item.enrichment_status = "queued"
+            return item
+
+        queued = await enqueue_item(item)
+        item.location_patch = build_anchor_location_patch(
+            item,
+            queued=queued,
+            queue_available=queued,
+        )
+        return item
+
+    return list(await asyncio.gather(*(apply_location(item) for item in items)))
+
+
+async def _enqueue_unverified_locations(items: list[ParsedNewsItem]) -> None:
+    if not items:
+        return
+
+    from app.services.earth_news_queue import enqueue_target_location_job
+
+    await asyncio.gather(
+        *(
+            enqueue_target_location_job(
+                build_target_location_job_payload(item),
+                force=not _has_default_localization(item),
+            )
+            for item in items
+            if (
+                item.location_patch is None
+                or item.location_patch.get("verified") is False
+                or not _has_default_localization(item)
+            )
+        )
+    )
+
+
 async def _fetch_source(
     client: httpx.AsyncClient,
     source: NewsFeedSource,
@@ -484,11 +1198,10 @@ async def _fetch_source(
         return source, [], str(exc)
 
 
-async def get_earth_news_payload(lat: float | None = None, lon: float | None = None) -> dict[str, Any]:
-    active_region = determine_focus_region(lat, lon)
-    sources = get_sources_for_region(active_region)
+async def _fetch_rss_items_for_sources(
+    sources: list[NewsFeedSource],
+) -> tuple[list[ParsedNewsItem], list[str]]:
     errors: list[str] = []
-
     async with httpx.AsyncClient(
         timeout=REQUEST_TIMEOUT,
         follow_redirects=True,
@@ -502,9 +1215,29 @@ async def get_earth_news_payload(lat: float | None = None, lon: float | None = N
             errors.append(f"{source.name}: {error}")
             continue
         fetched_items.extend(items)
+    return fetched_items, errors
 
+
+def _needs_rss_supplement(*, item_count: int, newest_at: datetime | None) -> bool:
+    if item_count < MAX_ITEMS_TOTAL:
+        return True
+    if newest_at is None:
+        return True
+    age_seconds = (datetime.now(UTC) - newest_at).total_seconds()
+    return age_seconds > RSS_SUPPLEMENT_MAX_AGE_SECONDS
+
+
+async def _get_earth_news_payload_from_rss_only(
+    *,
+    lat: float | None,
+    lon: float | None,
+    active_region: str,
+    sources: list[NewsFeedSource],
+) -> dict[str, Any]:
+    fetched_items, errors = await _fetch_rss_items_for_sources(sources)
     ranked_items = _rank_and_trim_items(fetched_items, active_region=active_region)
     if ranked_items:
+        ranked_items = await _apply_cached_locations_and_enqueue(ranked_items)
         _store_region_cache(active_region, items=ranked_items, sources=sources)
         return _build_payload(
             lat=lat,
@@ -518,6 +1251,7 @@ async def get_earth_news_payload(lat: float | None = None, lon: float | None = N
 
     cached = _get_cached_region_feed(active_region)
     if cached:
+        cached.items = await _apply_cached_locations_and_enqueue(cached.items)
         return _build_payload(
             lat=lat,
             lon=lon,
@@ -538,3 +1272,55 @@ async def get_earth_news_payload(lat: float | None = None, lon: float | None = N
         errors=errors,
         stale=False,
     )
+
+
+async def get_earth_news_payload(
+    lat: float | None = None,
+    lon: float | None = None,
+    *,
+    provider_client: AIProviderClient | None = None,
+    db: AsyncSession | None = None,
+) -> dict[str, Any]:
+    del provider_client
+    active_region = determine_focus_region(lat, lon)
+    sources = get_sources_for_region(active_region)
+
+    if db is None:
+        return await _get_earth_news_payload_from_rss_only(
+            lat=lat,
+            lon=lon,
+            active_region=active_region,
+            sources=sources,
+        )
+
+    from app.services.earth_news_store import (
+        get_earth_news_freshness,
+        list_earth_news_items,
+        upsert_earth_news_items,
+    )
+
+    errors: list[str] = []
+    item_count, newest_at = await get_earth_news_freshness(db, active_region=active_region)
+    should_supplement = _needs_rss_supplement(item_count=item_count, newest_at=newest_at)
+    if should_supplement:
+        fetched_items, errors = await _fetch_rss_items_for_sources(sources)
+        ranked_fetched_items = _rank_and_trim_items(fetched_items, active_region=active_region)
+        await upsert_earth_news_items(db, ranked_fetched_items)
+
+    items = await list_earth_news_items(
+        db,
+        active_region=active_region,
+        limit=MAX_ITEMS_TOTAL,
+    )
+    await _enqueue_unverified_locations(items)
+    stale = bool(errors and items)
+
+    return _build_payload(
+        lat=lat,
+        lon=lon,
+        active_region=active_region,
+        items=items,
+        sources=sources,
+        errors=errors,
+        stale=stale,
+    )

backend/app/services/earth_news_queue.py

@@ -0,0 +1,234 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import json
+from typing import Any, Protocol
+
+import redis.asyncio as redis
+from redis.exceptions import ResponseError
+
+from app.core.config import settings
+from app.core.logging import get_logger
+
+
+logger = get_logger(__name__, service="earth_news")
+
+TARGET_LOCATION_STREAM = "earth_news:target_location:jobs"
+TARGET_LOCATION_GROUP = "earth_news_target_location"
+TARGET_LOCATION_DEAD_LETTER_STREAM = "earth_news:target_location:dead"
+TARGET_LOCATION_RESULT_TTL_SECONDS = 60 * 60 * 12
+TARGET_LOCATION_JOB_DEDUP_TTL_SECONDS = 60 * 60 * 6
+TARGET_LOCATION_MAX_ATTEMPTS = 3
+
+_redis_client: redis.Redis | None = None
+
+
+@dataclass(frozen=True)
+class NewsTargetLocationMessage:
+    message_id: str
+    item_id: str
+    payload: dict[str, Any]
+    attempts: int = 0
+
+
+class NewsTargetLocationQueue(Protocol):
+    async def enqueue(self, *, item_id: str, payload: dict[str, Any], force: bool = False) -> bool:
+        ...
+
+    async def consume_batch(
+        self,
+        *,
+        consumer_name: str,
+        count: int,
+        block_ms: int,
+    ) -> list[NewsTargetLocationMessage]:
+        ...
+
+    async def ack(self, message_id: str) -> None:
+        ...
+
+    async def retry_or_dead_letter(
+        self,
+        message: NewsTargetLocationMessage,
+        *,
+        error: str,
+    ) -> None:
+        ...
+
+
+def _get_redis_client() -> redis.Redis:
+    global _redis_client
+    if _redis_client is None:
+        _redis_client = redis.from_url(settings.REDIS_URL, decode_responses=True)
+    return _redis_client
+
+
+def _result_key(item_id: str) -> str:
+    return f"earth_news:target_location:result:{item_id}"
+
+
+def _queued_key(item_id: str) -> str:
+    return f"earth_news:target_location:queued:{item_id}"
+
+
+class RedisStreamsNewsTargetLocationQueue:
+    def __init__(self, client: redis.Redis | None = None) -> None:
+        self.client = client or _get_redis_client()
+        self._group_ready = False
+
+    async def _ensure_group(self) -> None:
+        if self._group_ready:
+            return
+        try:
+            await self.client.xgroup_create(
+                TARGET_LOCATION_STREAM,
+                TARGET_LOCATION_GROUP,
+                id="0",
+                mkstream=True,
+            )
+        except ResponseError as exc:
+            if "BUSYGROUP" not in str(exc):
+                raise
+        self._group_ready = True
+
+    async def enqueue(self, *, item_id: str, payload: dict[str, Any], force: bool = False) -> bool:
+        await self._ensure_group()
+        if force:
+            await self.client.delete(_result_key(item_id), _queued_key(item_id))
+        elif await self.client.exists(_result_key(item_id)):
+            return False
+        queued = await self.client.set(
+            _queued_key(item_id),
+            "1",
+            nx=True,
+            ex=TARGET_LOCATION_JOB_DEDUP_TTL_SECONDS,
+        )
+        if not queued:
+            return bool(await self.client.exists(_queued_key(item_id)))
+        await self.client.xadd(
+            TARGET_LOCATION_STREAM,
+            {
+                "item_id": item_id,
+                "attempts": "0",
+                "payload": json.dumps(payload, ensure_ascii=False),
+            },
+        )
+        return True
+
+    async def consume_batch(
+        self,
+        *,
+        consumer_name: str,
+        count: int,
+        block_ms: int,
+    ) -> list[NewsTargetLocationMessage]:
+        await self._ensure_group()
+        streams = await self.client.xreadgroup(
+            TARGET_LOCATION_GROUP,
+            consumer_name,
+            {TARGET_LOCATION_STREAM: ">"},
+            count=count,
+            block=block_ms,
+        )
+        messages: list[NewsTargetLocationMessage] = []
+        for _stream_name, stream_messages in streams:
+            for message_id, fields in stream_messages:
+                raw_payload = fields.get("payload")
+                item_id = fields.get("item_id")
+                if not raw_payload or not item_id:
+                    await self.ack(message_id)
+                    continue
+                try:
+                    payload = json.loads(raw_payload)
+                except json.JSONDecodeError:
+                    await self.ack(message_id)
+                    continue
+                attempts = int(fields.get("attempts") or 0)
+                messages.append(
+                    NewsTargetLocationMessage(
+                        message_id=message_id,
+                        item_id=item_id,
+                        payload=payload,
+                        attempts=attempts,
+                    )
+                )
+        return messages
+
+    async def ack(self, message_id: str) -> None:
+        await self.client.xack(TARGET_LOCATION_STREAM, TARGET_LOCATION_GROUP, message_id)
+
+    async def retry_or_dead_letter(
+        self,
+        message: NewsTargetLocationMessage,
+        *,
+        error: str,
+    ) -> None:
+        await self.ack(message.message_id)
+        if message.attempts + 1 >= TARGET_LOCATION_MAX_ATTEMPTS:
+            await self.client.xadd(
+                TARGET_LOCATION_DEAD_LETTER_STREAM,
+                {
+                    "item_id": message.item_id,
+                    "attempts": str(message.attempts + 1),
+                    "error": error,
+                    "payload": json.dumps(message.payload, ensure_ascii=False),
+                },
+            )
+            return
+        await self.client.xadd(
+            TARGET_LOCATION_STREAM,
+            {
+                "item_id": message.item_id,
+                "attempts": str(message.attempts + 1),
+                "payload": json.dumps(message.payload, ensure_ascii=False),
+            },
+        )
+
+
+def get_news_target_location_queue() -> NewsTargetLocationQueue:
+    return RedisStreamsNewsTargetLocationQueue()
+
+
+async def enqueue_target_location_job(payload: dict[str, Any], *, force: bool = False) -> bool:
+    item_id = str(payload.get("id") or "")
+    if not item_id:
+        return False
+    try:
+        queue = get_news_target_location_queue()
+        return await queue.enqueue(item_id=item_id, payload=payload, force=force)
+    except Exception as exc:
+        logger.warning_event(
+            "Failed to enqueue Earth news target location job",
+            event="earth_news.target_location.enqueue_failed",
+            context={"item_id": item_id, "error": str(exc)},
+        )
+        return False
+
+
+async def get_cached_target_location_patch(item_id: str) -> dict[str, Any] | None:
+    try:
+        raw_value = await _get_redis_client().get(_result_key(item_id))
+    except Exception as exc:
+        logger.warning_event(
+            "Failed to read Earth news target location cache",
+            event="earth_news.target_location.cache_read_failed",
+            context={"item_id": item_id, "error": str(exc)},
+        )
+        return None
+    if not raw_value:
+        return None
+    try:
+        value = json.loads(raw_value)
+    except json.JSONDecodeError:
+        return None
+    return value if isinstance(value, dict) else None
+
+
+async def save_target_location_patch(item_id: str, patch: dict[str, Any]) -> None:
+    client = _get_redis_client()
+    await client.setex(
+        _result_key(item_id),
+        TARGET_LOCATION_RESULT_TTL_SECONDS,
+        json.dumps(patch, ensure_ascii=False),
+    )
+    await client.delete(_queued_key(item_id))

backend/app/services/earth_news_store.py

@@ -0,0 +1,244 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime
+from typing import Any
+
+from sqlalchemy import func, select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.models.earth_news import EarthNewsItem
+from app.services.earth_news import (
+    ParsedNewsItem,
+    apply_enrichment_patch_to_item,
+    build_anchor_location_patch,
+)
+
+
+def _coerce_datetime(value: datetime | None) -> datetime | None:
+    if value is None:
+        return None
+    if value.tzinfo is None:
+        return value.replace(tzinfo=UTC)
+    return value.astimezone(UTC)
+
+
+def _location_patch_from_record(record: EarthNewsItem) -> dict[str, Any]:
+    return {
+        "latitude": record.latitude,
+        "longitude": record.longitude,
+        "location_label": record.location_label,
+        "location_source": record.location_source,
+        "verified": record.verified,
+        "location_meta": dict(record.location_meta or {}),
+    }
+
+
+def record_to_parsed_news_item(record: EarthNewsItem) -> ParsedNewsItem:
+    item = ParsedNewsItem(
+        id=record.id,
+        title=record.title,
+        summary=record.summary or "",
+        url=record.url,
+        source=record.source or "",
+        feed_name=record.feed_name or "",
+        feed_region=record.region or "global",
+        homepage_url=record.homepage_url or "",
+        published_at=_coerce_datetime(record.published_at),
+        content_language=record.content_language or "en",
+        localizations=dict(record.localizations or {}),
+        enrichment_status=record.enrichment_status or "pending",
+        enrichment_error=record.enrichment_error,
+        enriched_at=_coerce_datetime(record.enriched_at),
+    )
+    return apply_enrichment_patch_to_item(item, _location_patch_from_record(record))
+
+
+def _query_sort_key(active_region: str):
+    return (
+        EarthNewsItem.region != active_region,
+        EarthNewsItem.published_at.is_(None),
+        EarthNewsItem.published_at.desc().nullslast(),
+        EarthNewsItem.feed_name.asc(),
+    )
+
+
+async def list_earth_news_items(
+    db: AsyncSession,
+    *,
+    active_region: str,
+    limit: int,
+) -> list[ParsedNewsItem]:
+    regions = {"global", active_region}
+    result = await db.execute(
+        select(EarthNewsItem)
+        .where(EarthNewsItem.region.in_(regions))
+        .order_by(*_query_sort_key(active_region))
+        .limit(limit)
+    )
+    return [record_to_parsed_news_item(record) for record in result.scalars().all()]
+
+
+async def get_earth_news_freshness(
+    db: AsyncSession,
+    *,
+    active_region: str,
+) -> tuple[int, datetime | None]:
+    regions = {"global", active_region}
+    result = await db.execute(
+        select(
+            func.count(EarthNewsItem.id),
+            func.max(func.coalesce(EarthNewsItem.published_at, EarthNewsItem.last_seen_at)),
+        ).where(EarthNewsItem.region.in_(regions))
+    )
+    count, newest = result.one()
+    item_count = int(count or 0)
+    if item_count == 0:
+        return 0, None
+    return item_count, _coerce_datetime(newest)
+
+
+async def upsert_earth_news_items(db: AsyncSession, items: list[ParsedNewsItem]) -> int:
+    if not items:
+        return 0
+    now = datetime.now(UTC)
+    existing_result = await db.execute(
+        select(EarthNewsItem).where(EarthNewsItem.id.in_([item.id for item in items]))
+    )
+    existing = {record.id: record for record in existing_result.scalars().all()}
+    changed = 0
+    for item in items:
+        record = existing.get(item.id)
+        if record is None:
+            patch = build_anchor_location_patch(item)
+            record = EarthNewsItem(
+                id=item.id,
+                title=item.title,
+                summary=item.summary,
+                content_language=item.content_language,
+                localizations=dict(item.localizations or {}),
+                url=item.url,
+                source=item.source,
+                feed_name=item.feed_name,
+                region=item.feed_region,
+                homepage_url=item.homepage_url,
+                published_at=item.published_at,
+                latitude=patch["latitude"],
+                longitude=patch["longitude"],
+                location_label=patch["location_label"],
+                location_source=patch["location_source"],
+                verified=patch["verified"],
+                location_meta=patch["location_meta"],
+                first_seen_at=now,
+                last_seen_at=now,
+                enrichment_status=item.enrichment_status,
+                enrichment_error=item.enrichment_error,
+                enriched_at=item.enriched_at,
+            )
+            db.add(record)
+            changed += 1
+            continue
+
+        record.title = item.title
+        record.summary = item.summary
+        record.url = item.url
+        record.source = item.source
+        record.feed_name = item.feed_name
+        record.region = item.feed_region
+        record.homepage_url = item.homepage_url
+        record.published_at = item.published_at
+        record.last_seen_at = now
+        if item.localizations:
+            record.content_language = item.content_language
+            record.localizations = dict(item.localizations or {})
+            record.enrichment_status = item.enrichment_status
+            record.enrichment_error = item.enrichment_error
+            record.enriched_at = item.enriched_at
+        changed += 1
+    await db.flush()
+    return changed
+
+
+async def update_earth_news_item_location(
+    db: AsyncSession,
+    *,
+    item_id: str,
+    patch: dict[str, Any],
+) -> bool:
+    record = await db.get(EarthNewsItem, item_id)
+    if record is None:
+        return False
+    record.latitude = float(patch["latitude"])
+    record.longitude = float(patch["longitude"])
+    record.location_label = str(patch["location_label"])
+    record.location_source = str(patch["location_source"])
+    record.verified = bool(patch["verified"])
+    record.location_meta = dict(patch.get("location_meta") or {})
+    record.resolved_at = datetime.now(UTC) if record.verified else None
+    await db.flush()
+    return True
+
+
+async def update_earth_news_item_enrichment(
+    db: AsyncSession,
+    *,
+    item_id: str,
+    patch: dict[str, Any],
+) -> bool:
+    record = await db.get(EarthNewsItem, item_id)
+    if record is None:
+        return False
+    if "latitude" in patch:
+        record.latitude = float(patch["latitude"])
+        record.longitude = float(patch["longitude"])
+        record.location_label = str(patch["location_label"])
+        record.location_source = str(patch["location_source"])
+        record.verified = bool(patch["verified"])
+        record.location_meta = dict(patch.get("location_meta") or {})
+        record.resolved_at = datetime.now(UTC) if record.verified else None
+    if "content_language" in patch:
+        record.content_language = str(patch.get("content_language") or "en")
+    if "localizations" in patch:
+        record.localizations = dict(patch.get("localizations") or {})
+    if "enrichment_status" in patch:
+        record.enrichment_status = str(patch.get("enrichment_status") or "pending")
+    if "enrichment_error" in patch:
+        record.enrichment_error = patch.get("enrichment_error")
+    if patch.get("enriched_at"):
+        try:
+            parsed_enriched_at = datetime.fromisoformat(
+                str(patch["enriched_at"]).replace("Z", "+00:00")
+            )
+        except ValueError:
+            parsed_enriched_at = datetime.now(UTC)
+        record.enriched_at = _coerce_datetime(parsed_enriched_at)
+    elif patch.get("localizations"):
+        record.enriched_at = datetime.now(UTC)
+    await db.flush()
+    return True
+
+
+async def list_unverified_earth_news_items(
+    db: AsyncSession,
+    *,
+    active_region: str,
+    limit: int,
+) -> list[ParsedNewsItem]:
+    regions = {"global", active_region}
+    result = await db.execute(
+        select(EarthNewsItem)
+        .where(EarthNewsItem.region.in_(regions))
+        .where(EarthNewsItem.verified.is_(False))
+        .order_by(*_query_sort_key(active_region))
+        .limit(limit)
+    )
+    return [record_to_parsed_news_item(record) for record in result.scalars().all()]
+
+
+async def list_all_earth_news_records(db: AsyncSession) -> list[EarthNewsItem]:
+    result = await db.execute(
+        select(EarthNewsItem).order_by(
+            EarthNewsItem.published_at.desc().nullslast(),
+            EarthNewsItem.last_seen_at.desc(),
+        )
+    )
+    return list(result.scalars().all())

backend/app/services/earth_news_worker.py

@@ -0,0 +1,142 @@
+from __future__ import annotations
+
+import asyncio
+from contextlib import suppress
+from socket import gethostname
+from typing import Any
+
+from app.core.logging import get_logger
+from app.core.websocket.broadcaster import broadcaster
+from app.db.session import async_session_factory
+from app.services.ai_client import AIProviderClient
+from app.ai_tasks.prompts import get_effective_prompt
+from app.services.earth_news import (
+    NEWS_ENRICH_PROMPT_KEY,
+    _infer_news_enrichment,
+    build_target_location_patch,
+    parsed_news_item_from_job_payload,
+)
+from app.services.earth_news_queue import (
+    NewsTargetLocationMessage,
+    get_news_target_location_queue,
+    save_target_location_patch,
+)
+from app.services.earth_news_store import update_earth_news_item_enrichment as update_earth_news_item_location
+
+
+logger = get_logger(__name__, service="earth_news")
+
+WORKER_BATCH_SIZE = 4
+WORKER_BLOCK_MS = 5000
+WORKER_BACKOFF_SECONDS = 5.0
+
+_worker_task: asyncio.Task | None = None
+
+
+async def _build_provider_client() -> AIProviderClient | None:
+    try:
+        from app.api.v1.settings import get_runtime_ai_provider_config
+
+        async with async_session_factory() as session:
+            runtime_config = await get_runtime_ai_provider_config(session)
+        return AIProviderClient(
+            service_url=runtime_config["service_url"],
+            service_token=runtime_config["service_token"],
+            timeout=runtime_config["timeout_seconds"],
+            retry_attempts=runtime_config["retry_attempts"],
+            llm_config=runtime_config.get("llm_config") or {},
+        )
+    except Exception as exc:
+        logger.warning_event(
+            "Failed to build Earth news AI provider client",
+            event="earth_news.target_location.provider_unavailable",
+            context={"error": str(exc)},
+        )
+        return None
+
+
+async def process_target_location_message(
+    message: NewsTargetLocationMessage,
+    *,
+    provider_client: AIProviderClient | None,
+) -> dict[str, Any]:
+    item = parsed_news_item_from_job_payload(message.payload)
+    async with async_session_factory() as session:
+        prompt = await get_effective_prompt(session, NEWS_ENRICH_PROMPT_KEY)
+    target, localizations = await _infer_news_enrichment(
+        item,
+        provider_client=provider_client,
+        prompt=prompt,
+    )
+    item.target_location = target
+    item.localizations = localizations or item.localizations
+    patch = build_target_location_patch(item, target)
+    await save_target_location_patch(item.id, patch)
+    async with async_session_factory() as session:
+        await update_earth_news_item_location(session, item_id=item.id, patch=patch)
+        await session.commit()
+    await broadcaster.broadcast_custom(
+        "earth_news",
+        {
+            "item_id": item.id,
+            "patch": patch,
+        },
+    )
+    return patch
+
+
+async def _run_target_location_worker() -> None:
+    consumer_name = f"{gethostname()}:{id(asyncio.current_task())}"
+    queue = get_news_target_location_queue()
+    while True:
+        try:
+            messages = await queue.consume_batch(
+                consumer_name=consumer_name,
+                count=WORKER_BATCH_SIZE,
+                block_ms=WORKER_BLOCK_MS,
+            )
+        except asyncio.CancelledError:
+            raise
+        except Exception as exc:
+            logger.warning_event(
+                "Earth news target location worker queue read failed",
+                event="earth_news.target_location.worker_read_failed",
+                context={"error": str(exc)},
+            )
+            await asyncio.sleep(WORKER_BACKOFF_SECONDS)
+            continue
+
+        if not messages:
+            continue
+        provider_client = await _build_provider_client()
+        for message in messages:
+            try:
+                await process_target_location_message(message, provider_client=provider_client)
+                await queue.ack(message.message_id)
+            except asyncio.CancelledError:
+                raise
+            except Exception as exc:
+                logger.warning_event(
+                    "Earth news target location worker job failed",
+                    event="earth_news.target_location.worker_job_failed",
+                    context={"item_id": message.item_id, "error": str(exc)},
+                )
+                with suppress(Exception):
+                    await queue.retry_or_dead_letter(message, error=str(exc))
+
+
+def start_earth_news_target_worker() -> None:
+    global _worker_task
+    if _worker_task is None or _worker_task.done():
+        _worker_task = asyncio.create_task(_run_target_location_worker())
+
+
+async def stop_earth_news_target_worker() -> None:
+    global _worker_task
+    task = _worker_task
+    if task is None:
+        return
+    task.cancel()
+    with suppress(asyncio.CancelledError):
+        await task
+    _worker_task = None

backend/app/services/email.py

@@ -0,0 +1,123 @@
+"""SMTP-backed email sender.
+
+Generic primitive used by registration/verification today, reusable for alert
+digests and other notifications later. Configuration lives in the `smtp` row of
+`system_settings` and is loaded once per send (small surface, no caching layer
+yet to keep behavior obvious after settings changes).
+"""
+
+from __future__ import annotations
+
+from email.message import EmailMessage
+from typing import Literal, Optional
+
+import aiosmtplib
+from sqlalchemy.ext.asyncio import AsyncSession
+
+OtpPurpose = Literal["register", "verify_email", "reset_password"]
+
+
+class EmailError(Exception):
+    code: str = "EMAIL_ERROR"
+
+
+class EmailNotConfiguredError(EmailError):
+    code = "EMAIL_PROVIDER_NOT_CONFIGURED"
+
+
+class EmailSendError(EmailError):
+    code = "EMAIL_SEND_FAILED"
+
+
+async def _load_smtp_config(db: AsyncSession) -> dict:
+    from app.api.v1.settings import get_setting_payload  # local import avoids cycle
+
+    payload = await get_setting_payload(db, "smtp")
+    if not payload.get("host") or not payload.get("from_address"):
+        raise EmailNotConfiguredError("SMTP host/from_address not set")
+    return payload
+
+
+async def send_email(
+    db: AsyncSession,
+    *,
+    to: str,
+    subject: str,
+    text_body: str,
+    html_body: Optional[str] = None,
+    config: Optional[dict] = None,
+) -> None:
+    cfg = config or await _load_smtp_config(db)
+
+    message = EmailMessage()
+    from_name = (cfg.get("from_name") or "").strip()
+    from_address = cfg["from_address"]
+    message["From"] = f"{from_name} <{from_address}>" if from_name else from_address
+    message["To"] = to
+    message["Subject"] = subject
+    message.set_content(text_body)
+    if html_body:
+        message.add_alternative(html_body, subtype="html")
+
+    use_tls = bool(cfg.get("use_tls", True))
+    use_starttls = bool(cfg.get("use_starttls", False))
+    port = int(cfg.get("port") or (465 if use_tls else 587))
+
+    try:
+        await aiosmtplib.send(
+            message,
+            hostname=cfg["host"],
+            port=port,
+            username=cfg.get("username") or None,
+            password=cfg.get("password") or None,
+            use_tls=use_tls and not use_starttls,
+            start_tls=use_starttls,
+            timeout=int(cfg.get("timeout_seconds") or 20),
+        )
+    except aiosmtplib.SMTPException as exc:
+        raise EmailSendError(str(exc)) from exc
+    except OSError as exc:
+        raise EmailSendError(str(exc)) from exc
+
+
+_SUBJECTS: dict[OtpPurpose, str] = {
+    "register": "Confirm your Planet account",
+    "verify_email": "Verify your Planet email",
+    "reset_password": "Reset your Planet password",
+}
+
+_HEADLINES: dict[OtpPurpose, str] = {
+    "register": "Welcome to Planet — confirm your email to activate your account.",
+    "verify_email": "Confirm your new email address to keep your Planet account active.",
+    "reset_password": "Use this code to set a new password for your Planet account.",
+}
+
+
+async def send_verification_email(
+    db: AsyncSession,
+    *,
+    to: str,
+    code: str,
+    purpose: OtpPurpose,
+    config: Optional[dict] = None,
+) -> None:
+    subject = _SUBJECTS[purpose]
+    headline = _HEADLINES[purpose]
+    text_body = (
+        f"{headline}\n\n"
+        f"Your verification code: {code}\n"
+        "This code expires in 10 minutes. If you did not request it, ignore this email.\n"
+    )
+    html_body = (
+        f"<p>{headline}</p>"
+        f"<p style=\"font-size:24px;letter-spacing:4px;font-family:monospace\"><b>{code}</b></p>"
+        "<p>This code expires in 10 minutes. If you did not request it, ignore this email.</p>"
+    )
+    await send_email(
+        db,
+        to=to,
+        subject=subject,
+        text_body=text_body,
+        html_body=html_body,
+        config=config,
+    )

backend/app/services/location/__init__.py

@@ -0,0 +1,57 @@
+"""Shared location-resolution pipeline.
+
+A reusable abstraction for "given a record, decide its lat/lon" — used by
+compute centers, BGP collectors, BGP events, and any future entity that needs
+location estimation.
+
+Each domain wires its own :class:`LocationPipeline` from a sequence of
+:class:`LocationResolver` instances. Future algorithms (peeringdb, IXP tables,
+user-confirmed coordinates, …) plug in by implementing the protocol — no
+changes needed to consumers.
+"""
+
+from .models import (
+    LocationCandidate,
+    LocationQuery,
+    ResolutionDiagnostic,
+    ResolutionResult,
+    ResolverOutput,
+)
+from .pipeline import LocationPipeline, LocationResolver
+from .resolvers.inherit import InheritFromAnotherEntityResolver
+from .resolvers.nominatim import (
+    NominatimResolver,
+    build_default_nominatim_geocoder,
+    interpret_geocode_result,
+)
+from .resolvers.registry import RegistryResolver, default_score_alias_match
+from .resolvers.source_coordinates import SourceCoordinatesResolver
+from .text import (
+    city_key,
+    coerce_str,
+    normalize_country_text,
+    normalize_text,
+    parse_float,
+)
+
+__all__ = [
+    "LocationCandidate",
+    "LocationPipeline",
+    "LocationQuery",
+    "LocationResolver",
+    "ResolutionDiagnostic",
+    "ResolutionResult",
+    "ResolverOutput",
+    "InheritFromAnotherEntityResolver",
+    "NominatimResolver",
+    "RegistryResolver",
+    "SourceCoordinatesResolver",
+    "build_default_nominatim_geocoder",
+    "city_key",
+    "coerce_str",
+    "default_score_alias_match",
+    "interpret_geocode_result",
+    "normalize_country_text",
+    "normalize_text",
+    "parse_float",
+]

backend/app/services/location/models.py

@@ -0,0 +1,128 @@
+"""Domain-neutral data structures for the location pipeline."""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from typing import Any, Mapping
+
+# Renderable precision tiers, ordered from most precise to least.
+RENDERABLE_PRECISIONS: tuple[str, ...] = ("precise", "site", "city")
+
+
+@dataclass(frozen=True)
+class LocationQuery:
+    """Domain-neutral input for the resolution pipeline.
+
+    ``name`` and ``aliases`` are matched against registry alias indexes;
+    ``city`` / ``country`` / ``region`` provide geographic context for both
+    registry lookups and Nominatim queries; ``source_latitude`` /
+    ``source_longitude`` short-circuit when the record already carries
+    coordinates; ``extra`` carries domain-specific fields (operator, site,
+    organization, asn, peer_ip, …) that resolvers can opt into.
+    """
+
+    name: str | None = None
+    aliases: tuple[str, ...] = ()
+    city: str | None = None
+    country: str | None = None
+    region: str | None = None
+    source_latitude: float | None = None
+    source_longitude: float | None = None
+    extra: Mapping[str, Any] = field(default_factory=dict)
+
+
+@dataclass(frozen=True)
+class LocationCandidate:
+    """A resolved location candidate produced by a resolver."""
+
+    latitude: float
+    longitude: float
+    display_name: str
+    precision: str  # "precise" | "site" | "city" | (rejected: country/unknown)
+    confidence: float
+    query: str
+    source: str
+    source_note: str | None
+    matched_fields: tuple[str, ...]
+    needs_confirmation: bool
+    city: str | None = None
+    region: str | None = None
+    country: str | None = None
+    matched_location_name: str | None = None
+    location_verified_at: str | None = None
+    suggested_registry_entry: dict[str, Any] | None = None
+    raw_payload: dict[str, Any] | None = None
+
+    def to_dict(self) -> dict[str, Any]:
+        return {
+            "latitude": self.latitude,
+            "longitude": self.longitude,
+            "display_name": self.display_name,
+            "precision": self.precision,
+            "confidence": self.confidence,
+            "query": self.query,
+            "source": self.source,
+            "source_note": self.source_note,
+            "matched_fields": list(self.matched_fields),
+            "needs_confirmation": self.needs_confirmation,
+            "city": self.city,
+            "region": self.region,
+            "country": self.country,
+            "matched_location_name": self.matched_location_name,
+            "location_verified_at": self.location_verified_at,
+            "suggested_registry_entry": self.suggested_registry_entry,
+            "raw_payload": self.raw_payload,
+        }
+
+
+@dataclass(frozen=True)
+class ResolverOutput:
+    """What a single resolver returns from one ``resolve()`` call."""
+
+    candidates: tuple[LocationCandidate, ...] = ()
+    attempted_queries: tuple[str, ...] = ()
+
+
+@dataclass(frozen=True)
+class ResolutionDiagnostic:
+    """Why we could not resolve, plus what we tried."""
+
+    failure_reason: str
+    attempted_queries: tuple[str, ...] = ()
+    record_id: int | None = None
+    source: str | None = None
+    source_id: str | None = None
+    name: str | None = None
+    country: str | None = None
+    city: str | None = None
+    site: str | None = None
+    operator: str | None = None
+    extra: Mapping[str, Any] = field(default_factory=dict)
+
+    def to_dict(self) -> dict[str, Any]:
+        return {
+            "failure_reason": self.failure_reason,
+            "attempted_queries": list(self.attempted_queries),
+            "record_id": self.record_id,
+            "source": self.source,
+            "source_id": self.source_id,
+            "name": self.name,
+            "country": self.country,
+            "city": self.city,
+            "site": self.site,
+            "operator": self.operator,
+            **({"extra": dict(self.extra)} if self.extra else {}),
+        }
+
+
+@dataclass(frozen=True)
+class ResolutionResult:
+    """Pipeline output: best candidate (if any) + diagnostic on miss."""
+
+    location: LocationCandidate | None
+    diagnostic: ResolutionDiagnostic | None
+    attempted_queries: tuple[str, ...] = ()
+
+    @property
+    def is_resolved(self) -> bool:
+        return bool(self.location)

backend/app/services/location/pipeline.py

@@ -0,0 +1,126 @@
+"""Pipeline that runs a sequence of :class:`LocationResolver` instances."""
+
+from __future__ import annotations
+
+from typing import Protocol, Sequence
+
+from .models import (
+    LocationCandidate,
+    LocationQuery,
+    ResolutionDiagnostic,
+    ResolutionResult,
+    ResolverOutput,
+)
+
+
+class LocationResolver(Protocol):
+    """Pluggable location resolution step.
+
+    Implementations: ``SourceCoordinatesResolver``, ``RegistryResolver``,
+    ``NominatimResolver``, ``InheritFromAnotherEntityResolver`` — see the
+    ``resolvers`` subpackage. New algorithms (peeringdb / IXP / user-confirmed
+    coordinates) plug in by implementing this protocol; the pipeline does not
+    care how candidates are produced.
+    """
+
+    name: str
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput: ...
+
+
+def default_candidate_sort_key(
+    candidate: LocationCandidate,
+) -> tuple[int, int, float]:
+    precision_rank = {"precise": 0, "site": 1, "city": 2}.get(
+        candidate.precision, 9
+    )
+    source_rank = {
+        "source_coordinates": 0,
+        "stored_compute_center_location": 1,
+        "stored_collector_location": 1,
+        "ror_organization_registry": 2,
+        "inherited": 3,
+        "nominatim_online_geocode": 4,
+        "local_registry": 8,
+        "local_registry_city": 9,
+    }.get(candidate.source, 9)
+    return (source_rank, precision_rank, -float(candidate.confidence or 0))
+
+
+class LocationPipeline:
+    """Orchestrate a sequence of resolvers.
+
+    ``collect_candidates`` runs every resolver and returns *all* deduped
+    candidates plus the queries each resolver attempted (useful for
+    user-facing "why didn't this work?" diagnostics).
+
+    ``resolve_best`` returns the top candidate per
+    :func:`default_candidate_sort_key` (or a custom sort).
+    """
+
+    def __init__(
+        self,
+        resolvers: Sequence[LocationResolver],
+        *,
+        sort_key=default_candidate_sort_key,
+        failure_reason: str = (
+            "Could not resolve to renderable coordinates from any configured resolver."
+        ),
+    ) -> None:
+        self._resolvers = list(resolvers)
+        self._sort_key = sort_key
+        self._failure_reason = failure_reason
+
+    @property
+    def resolvers(self) -> tuple[LocationResolver, ...]:
+        return tuple(self._resolvers)
+
+    def collect_candidates(
+        self, query: LocationQuery
+    ) -> tuple[list[LocationCandidate], list[str]]:
+        candidates: list[LocationCandidate] = []
+        attempted: list[str] = []
+        seen_keys: set[tuple[str, str, str]] = set()
+
+        for resolver in self._resolvers:
+            output = resolver.resolve(query)
+            for q in output.attempted_queries:
+                if q and q not in attempted:
+                    attempted.append(q)
+            for candidate in output.candidates:
+                key = (
+                    candidate.source,
+                    f"{candidate.latitude:.4f}",
+                    f"{candidate.longitude:.4f}",
+                )
+                if key in seen_keys:
+                    continue
+                seen_keys.add(key)
+                candidates.append(candidate)
+
+        candidates.sort(key=self._sort_key)
+        return candidates, attempted
+
+    def resolve_best(self, query: LocationQuery) -> ResolutionResult:
+        candidates, attempted = self.collect_candidates(query)
+        if candidates:
+            return ResolutionResult(
+                location=candidates[0],
+                diagnostic=None,
+                attempted_queries=tuple(attempted),
+            )
+        return ResolutionResult(
+            location=None,
+            diagnostic=ResolutionDiagnostic(
+                failure_reason=self._failure_reason,
+                attempted_queries=tuple(attempted),
+                name=query.name,
+                country=query.country,
+                city=query.city,
+                site=str(query.extra.get("site")) if query.extra.get("site") else None,
+                operator=str(query.extra.get("operator"))
+                if query.extra.get("operator")
+                else None,
+            ),
+            attempted_queries=tuple(attempted),
+        )

backend/app/services/location/resolvers/__init__.py

@@ -0,0 +1,20 @@
+"""Built-in resolver implementations."""
+
+from .inherit import InheritFromAnotherEntityResolver
+from .nominatim import (
+    NominatimResolver,
+    build_default_nominatim_geocoder,
+    interpret_geocode_result,
+)
+from .registry import RegistryResolver, default_score_alias_match
+from .source_coordinates import SourceCoordinatesResolver
+
+__all__ = [
+    "InheritFromAnotherEntityResolver",
+    "NominatimResolver",
+    "RegistryResolver",
+    "SourceCoordinatesResolver",
+    "build_default_nominatim_geocoder",
+    "default_score_alias_match",
+    "interpret_geocode_result",
+]

backend/app/services/location/resolvers/inherit.py

@@ -0,0 +1,31 @@
+"""Resolver that inherits a candidate from another entity's resolution.
+
+Used by BGP events to pick up the location of their owning collector. The
+``source_lookup`` callable is the only domain coupling — it receives the
+incoming :class:`LocationQuery` and returns either an already-resolved
+:class:`LocationCandidate` (typically by querying another pipeline) or
+``None`` to signal "no parent location available".
+"""
+
+from __future__ import annotations
+
+from typing import Callable
+
+from ..models import LocationCandidate, LocationQuery, ResolverOutput
+
+
+class InheritFromAnotherEntityResolver:
+    def __init__(
+        self,
+        *,
+        source_lookup: Callable[[LocationQuery], LocationCandidate | None],
+        name: str = "inherited",
+    ) -> None:
+        self.name = name
+        self._lookup = source_lookup
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput:
+        result = self._lookup(query)
+        if result is None:
+            return ResolverOutput()
+        return ResolverOutput(candidates=(result,))

backend/app/services/location/resolvers/nominatim.py

@@ -0,0 +1,292 @@
+"""Nominatim-backed online geocoder.
+
+The actual HTTP call is encapsulated in :func:`build_default_nominatim_geocoder`
+which returns an ``lru_cache``-wrapped function. Domain modules typically:
+
+1. Build a default geocoder via :func:`build_default_nominatim_geocoder`.
+2. Re-export it under a stable module-level name (e.g. ``_geocode_online``).
+3. Pass a *late-binding lambda* (``lambda q: _geocode_online(q)``) to
+   :class:`NominatimResolver`.
+
+This ensures tests that ``monkeypatch.setattr(module, "_geocode_online", ...)``
+can swap the geocoder behavior without touching pipeline construction.
+"""
+
+from __future__ import annotations
+
+import time
+from functools import lru_cache
+from typing import Any, Callable
+
+import httpx
+
+from ..models import LocationCandidate, LocationQuery, ResolverOutput
+from ..text import (
+    coerce_str,
+    normalize_country_text,
+    normalize_text,
+    parse_float,
+)
+
+NOMINATIM_SEARCH_URL = "https://nominatim.openstreetmap.org/search"
+DEFAULT_USER_AGENT = "planet-earth-location-resolver/1.0"
+DEFAULT_MIN_INTERVAL_SECONDS = 1.1
+DEFAULT_TIMEOUT_SECONDS = 8.0
+
+
+def build_default_nominatim_geocoder(
+    *,
+    user_agent: str = DEFAULT_USER_AGENT,
+    min_interval_seconds: float = DEFAULT_MIN_INTERVAL_SECONDS,
+    timeout_seconds: float = DEFAULT_TIMEOUT_SECONDS,
+    cache_size: int = 512,
+) -> Callable[[str], dict[str, Any] | None]:
+    """Return a cached, rate-limited Nominatim geocoder."""
+
+    last_request_at = [0.0]
+
+    @lru_cache(maxsize=cache_size)
+    def geocode(query: str) -> dict[str, Any] | None:
+        if not query:
+            return None
+        elapsed = time.monotonic() - last_request_at[0]
+        if elapsed < min_interval_seconds:
+            time.sleep(min_interval_seconds - elapsed)
+        last_request_at[0] = time.monotonic()
+        response = httpx.get(
+            NOMINATIM_SEARCH_URL,
+            params={
+                "q": query,
+                "format": "jsonv2",
+                "limit": 1,
+                "addressdetails": 1,
+            },
+            headers={"User-Agent": user_agent},
+            timeout=timeout_seconds,
+        )
+        response.raise_for_status()
+        payload = response.json()
+        if not isinstance(payload, list) or not payload:
+            return None
+        result = payload[0]
+        if not isinstance(result, dict):
+            return None
+        return result
+
+    return geocode
+
+
+_DEFAULT_SITE_CATEGORIES = frozenset(
+    {
+        "amenity",
+        "office",
+        "building",
+        "industrial",
+        "research",
+        "university",
+        "education",
+        "tourism",
+        "shop",
+        "man_made",
+        "campus",
+        "research_institute",
+    }
+)
+
+
+def interpret_geocode_result(
+    result: dict[str, Any],
+    *,
+    matched_fields: tuple[str, ...],
+    context_country: str | None,
+    site_categories: frozenset[str] = _DEFAULT_SITE_CATEGORIES,
+    site_promoting_match_fields: frozenset[str] = frozenset(
+        {"site", "operator", "name"}
+    ),
+) -> tuple[float, float, dict[str, Any], str] | None:
+    """Validate a Nominatim raw result. Returns (lat, lon, address, classification)."""
+    latitude = parse_float(result.get("lat"))
+    longitude = parse_float(result.get("lon"))
+    if latitude in (None, 0.0) or longitude in (None, 0.0):
+        return None
+
+    address = result.get("address") if isinstance(result.get("address"), dict) else {}
+    if not isinstance(address, dict):
+        address = {}
+
+    has_city_level = bool(
+        address.get("city")
+        or address.get("town")
+        or address.get("village")
+        or address.get("municipality")
+        or address.get("hamlet")
+        or address.get("suburb")
+    )
+    osm_class = str(result.get("class") or "").lower()
+    osm_type = str(result.get("type") or "").lower()
+    is_site_like = osm_class in site_categories or osm_type in site_categories
+    if not has_city_level and not is_site_like:
+        return None
+
+    if context_country:
+        normalized_context = normalize_text(normalize_country_text(context_country))
+        normalized_result = normalize_text(
+            normalize_country_text(address.get("country"))
+        )
+        if (
+            normalized_context
+            and normalized_result
+            and normalized_context != normalized_result
+        ):
+            return None
+
+    classification = (
+        "site"
+        if (
+            is_site_like
+            and has_city_level
+            and any(field in site_promoting_match_fields for field in matched_fields)
+        )
+        else "city"
+    )
+    return float(latitude), float(longitude), address, classification
+
+
+def _candidate_from_geocode(
+    *,
+    query: LocationQuery,
+    geocode_query: str,
+    matched_fields: tuple[str, ...],
+    raw_result: dict[str, Any],
+    interpret: Callable[..., tuple[float, float, dict[str, Any], str] | None],
+    source: str,
+    site_confidence: float,
+    city_confidence: float,
+) -> LocationCandidate | None:
+    interpreted = interpret(
+        raw_result,
+        matched_fields=matched_fields,
+        context_country=query.country,
+    )
+    if not interpreted:
+        return None
+    latitude, longitude, address, classification = interpreted
+    city = (
+        address.get("city")
+        or address.get("town")
+        or address.get("village")
+        or address.get("municipality")
+        or query.city
+        or None
+    )
+    region = address.get("state") or address.get("region")
+    country = address.get("country") or query.country or None
+    display_name = raw_result.get("display_name") or geocode_query
+    confidence = city_confidence if classification == "city" else site_confidence
+
+    extra = query.extra or {}
+    suggested_registry_entry = {
+        "canonical_name": (
+            (query.aliases[0] if query.aliases else None)
+            or query.name
+            or display_name
+        ),
+        "aliases": list(
+            {
+                value
+                for value in [
+                    query.name,
+                    *query.aliases,
+                    coerce_str(extra.get("operator")),
+                    coerce_str(extra.get("site")),
+                ]
+                if value
+            }
+        ),
+        "operator": coerce_str(extra.get("operator")) or None,
+        "site": coerce_str(extra.get("site"))
+        or coerce_str(extra.get("organization"))
+        or None,
+        "country": country,
+        "city": city,
+        "region": region,
+        "latitude": latitude,
+        "longitude": longitude,
+        "precision": classification,
+        "confidence": confidence,
+        "source_note": (
+            f"Resolved via Nominatim query '{geocode_query}' → {display_name}"
+        ),
+    }
+    return LocationCandidate(
+        latitude=latitude,
+        longitude=longitude,
+        display_name=display_name,
+        precision=classification,
+        confidence=confidence,
+        query=geocode_query,
+        source=source,
+        source_note=f"Nominatim search result: {display_name}",
+        matched_fields=matched_fields,
+        needs_confirmation=True,
+        city=city,
+        region=region,
+        country=country,
+        matched_location_name=display_name,
+        location_verified_at=None,
+        suggested_registry_entry=suggested_registry_entry,
+    )
+
+
+class NominatimResolver:
+    """Run a domain-specific query plan against Nominatim."""
+
+    def __init__(
+        self,
+        *,
+        query_plan_builder: Callable[
+            [LocationQuery], list[tuple[str, tuple[str, ...]]]
+        ],
+        geocoder: Callable[[str], dict[str, Any] | None],
+        name: str = "nominatim_online_geocode",
+        site_confidence: float = 0.72,
+        city_confidence: float = 0.62,
+        interpret: Callable[..., tuple[float, float, dict[str, Any], str] | None] = (
+            interpret_geocode_result
+        ),
+    ) -> None:
+        self.name = name
+        self._query_plan_builder = query_plan_builder
+        self._geocoder = geocoder
+        self._site_confidence = site_confidence
+        self._city_confidence = city_confidence
+        self._interpret = interpret
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput:
+        plan = self._query_plan_builder(query)
+        candidates: list[LocationCandidate] = []
+        attempted: list[str] = []
+        for geocode_query, matched_fields in plan:
+            attempted.append(geocode_query)
+            try:
+                raw_result = self._geocoder(geocode_query)
+            except Exception:
+                continue
+            if not raw_result:
+                continue
+            candidate = _candidate_from_geocode(
+                query=query,
+                geocode_query=geocode_query,
+                matched_fields=matched_fields,
+                raw_result=raw_result,
+                interpret=self._interpret,
+                source=self.name,
+                site_confidence=self._site_confidence,
+                city_confidence=self._city_confidence,
+            )
+            if candidate is not None:
+                candidates.append(candidate)
+        return ResolverOutput(
+            candidates=tuple(candidates),
+            attempted_queries=tuple(attempted),
+        )

backend/app/services/location/resolvers/registry.py

@@ -0,0 +1,323 @@
+"""Resolver that matches a query against a local JSON registry.
+
+Registry schema (a single JSON file):
+
+    {
+      "locations": [
+        {
+          "canonical_name": "...",
+          "aliases": ["...", "..."],
+          "operator": "...",
+          "site": "...",
+          "city": "...",
+          "country": "...",
+          "region": "...",
+          "latitude": 0.0,
+          "longitude": 0.0,
+          "precision": "precise" | "site" | "city",
+          "confidence": 0.0,
+          "verification_status": "verified",
+          "source_note": "...",
+          "verified_at": "YYYY-MM-DD"
+        }
+      ],
+      "city_fallbacks": [ {city, country, latitude, longitude, ...} ]
+    }
+"""
+
+from __future__ import annotations
+
+import json
+from functools import lru_cache
+from pathlib import Path
+from typing import Any, Callable, Iterable
+
+from ..models import (
+    RENDERABLE_PRECISIONS,
+    LocationCandidate,
+    LocationQuery,
+    ResolverOutput,
+)
+from ..text import (
+    city_key,
+    normalize_country_text,
+    normalize_text,
+    parse_float,
+)
+
+# Field-priority weights when scoring "this query field text contains this
+# alias text". Tuned to match the legacy compute-center ordering — name beats
+# site beats operator beats city — which generalizes well to other domains.
+_DEFAULT_FIELD_PRIORITY = {
+    "name": 8,
+    "site": 6,
+    "operator": 5,
+    "city": 3,
+}
+
+
+def default_score_alias_match(
+    alias_field: str, record_field: str, alias_text: str
+) -> int:
+    score = max(0, len(alias_text))
+    score += _DEFAULT_FIELD_PRIORITY.get(alias_field, 1)
+    if alias_field == record_field:
+        score += 4
+    if alias_field == "name" and record_field in {"name", "name_short", "alias"}:
+        score += 6
+    if alias_field == "site" and record_field in {"site", "organization"}:
+        score += 4
+    if alias_field == "operator" and record_field in {"operator", "organization"}:
+        score += 4
+    return score
+
+
+@lru_cache(maxsize=32)
+def _load_registry_file(path: str) -> dict[str, Any]:
+    with Path(path).open("r", encoding="utf-8") as handle:
+        return json.load(handle)
+
+
+@lru_cache(maxsize=32)
+def _build_alias_index(
+    path: str,
+) -> tuple[tuple[dict[str, Any], tuple[tuple[str, str], ...]], ...]:
+    index: list[tuple[dict[str, Any], tuple[tuple[str, str], ...]]] = []
+    for entry in _load_registry_file(path).get("locations", []):
+        aliases: list[tuple[str, str]] = []
+        seen: set[str] = set()
+        for alias in [entry.get("canonical_name"), *(entry.get("aliases") or [])]:
+            normalized = normalize_text(alias)
+            if normalized and normalized not in seen:
+                aliases.append(("name", normalized))
+                seen.add(normalized)
+        for field_name in ("operator", "site", "city"):
+            value = entry.get(field_name)
+            normalized = normalize_text(value)
+            if normalized and normalized not in seen:
+                aliases.append((field_name, normalized))
+                seen.add(normalized)
+        index.append((entry, tuple(aliases)))
+    return tuple(index)
+
+
+def _query_corpus(query: LocationQuery) -> dict[str, str]:
+    """Map a query into normalized strings keyed by source field."""
+    fields: dict[str, str] = {
+        "name": query.name or "",
+        "city": query.city or "",
+        "country": query.country or "",
+    }
+    for alias in query.aliases:
+        if alias and alias != query.name:
+            fields["name_short"] = alias
+            break
+    extra = query.extra or {}
+    for key in ("site", "operator", "organization"):
+        value = extra.get(key)
+        if value:
+            fields[key] = str(value)
+    return {key: normalize_text(value) for key, value in fields.items() if value}
+
+
+def _country_compatible(entry: dict[str, Any], query: LocationQuery) -> bool:
+    record_country = normalize_country_text(query.country)
+    entry_country = normalize_country_text(entry.get("country"))
+    if not record_country or not entry_country:
+        return True
+    return normalize_text(record_country) == normalize_text(entry_country)
+
+
+def _normalized_alias_matches(alias_normalized: str, record_text: str) -> bool:
+    alias_tokens = alias_normalized.split()
+    record_tokens = record_text.split()
+    if not alias_tokens or not record_tokens:
+        return False
+    if len(alias_tokens) == 1:
+        return alias_tokens[0] in record_tokens
+    window_size = len(alias_tokens)
+    return any(
+        record_tokens[index : index + window_size] == alias_tokens
+        for index in range(0, len(record_tokens) - window_size + 1)
+    )
+
+
+def _entry_to_candidate(
+    entry: dict[str, Any],
+    *,
+    matched_alias: str,
+    matched_fields: Iterable[str],
+    source: str,
+    score_explainer: str,
+    confidence_floor: float,
+) -> LocationCandidate:
+    canonical_name = entry.get("canonical_name") or matched_alias
+    # Registry entries are treated as candidates unless explicitly verified.
+    # This prevents migrated hard-coded hints from appearing as factual
+    # location evidence.
+    is_verified = entry.get("verification_status") == "verified"
+    precision = entry.get("precision") or "city"
+    if precision not in RENDERABLE_PRECISIONS:
+        precision = "city"
+    fields_summary = ", ".join(sorted(set(matched_fields))) or "name"
+    confidence_value = parse_float(entry.get("confidence"))
+    confidence = (
+        float(confidence_value)
+        if confidence_value is not None
+        else confidence_floor
+    )
+    return LocationCandidate(
+        latitude=float(parse_float(entry.get("latitude")) or 0.0),
+        longitude=float(parse_float(entry.get("longitude")) or 0.0),
+        display_name=canonical_name,
+        precision=precision,
+        confidence=confidence,
+        query=f"local_registry::{matched_alias or canonical_name}",
+        source=source,
+        source_note=entry.get("source_note")
+        or f"{score_explainer}: matched {fields_summary}",
+        matched_fields=tuple(sorted(set(matched_fields))) or ("name",),
+        needs_confirmation=bool(entry.get("needs_confirmation")) or not is_verified,
+        city=entry.get("city"),
+        region=entry.get("region"),
+        country=entry.get("country"),
+        matched_location_name=canonical_name,
+        location_verified_at=entry.get("verified_at") if is_verified else None,
+        suggested_registry_entry=None,
+    )
+
+
+class RegistryResolver:
+    """Match a query against a JSON registry (plus its city_fallbacks table)."""
+
+    def __init__(
+        self,
+        *,
+        registry_path: Path | str,
+        name: str = "local_registry",
+        city_fallback_source: str = "local_registry_city",
+        city_fallback_confidence_default: float = 0.65,
+        confidence_default: float = 0.85,
+        score_alias_match: Callable[[str, str, str], int] = default_score_alias_match,
+    ) -> None:
+        self.name = name
+        self._registry_path = str(Path(registry_path))
+        self._city_fallback_source = city_fallback_source
+        self._city_fallback_confidence_default = city_fallback_confidence_default
+        self._confidence_default = confidence_default
+        self._score = score_alias_match
+
+    def reload(self) -> None:
+        """Drop the cached registry — useful when the JSON file is edited."""
+        _load_registry_file.cache_clear()
+        _build_alias_index.cache_clear()
+
+    def resolve(self, query: LocationQuery) -> ResolverOutput:
+        candidates: list[LocationCandidate] = []
+        candidates.extend(self._registry_candidates(query))
+        city_candidate = self._city_fallback_candidate(query)
+        if city_candidate is not None:
+            candidates.append(city_candidate)
+        return ResolverOutput(candidates=tuple(candidates))
+
+    # ── internals ──────────────────────────────────────────────
+
+    def _registry_candidates(
+        self, query: LocationQuery
+    ) -> list[LocationCandidate]:
+        corpus = _query_corpus(query)
+        if not corpus:
+            return []
+
+        # When the query carries a name (a record-specific identifier), require
+        # at least one alias match against a name-class field — otherwise a
+        # generic shared field like operator="RIPE NCC" would promote every
+        # registry entry that lists that operator, regardless of whether the
+        # name matches.
+        query_has_name = bool(corpus.get("name") or corpus.get("name_short"))
+
+        results: list[LocationCandidate] = []
+        for entry, aliases in _build_alias_index(self._registry_path):
+            best_alias = ""
+            best_score = 0
+            matched_fields: list[str] = []
+            matched_via_name_alias = False
+            for alias_field, alias_normalized in aliases:
+                for record_field, record_text in corpus.items():
+                    if not _normalized_alias_matches(alias_normalized, record_text):
+                        continue
+                    score = self._score(
+                        alias_field, record_field, alias_normalized
+                    )
+                    if score > best_score or (
+                        score == best_score
+                        and len(alias_normalized) > len(best_alias)
+                    ):
+                        best_score = score
+                        best_alias = alias_normalized
+                    if record_field not in matched_fields:
+                        matched_fields.append(record_field)
+                    if alias_field == "name" and record_field in {"name", "name_short"}:
+                        matched_via_name_alias = True
+            if not matched_fields or best_score <= 0:
+                continue
+            if query_has_name and not matched_via_name_alias:
+                continue
+            if not _country_compatible(entry, query):
+                continue
+            results.append(
+                _entry_to_candidate(
+                    entry,
+                    matched_alias=best_alias,
+                    matched_fields=matched_fields,
+                    source=self.name,
+                    score_explainer="Registry alias match",
+                    confidence_floor=self._confidence_default,
+                )
+            )
+        return results
+
+    def _city_fallback_candidate(
+        self, query: LocationQuery
+    ) -> LocationCandidate | None:
+        country = normalize_country_text(query.country)
+        city = city_key(query.city)
+        if not country or not city:
+            return None
+
+        for fallback in _load_registry_file(self._registry_path).get(
+            "city_fallbacks", []
+        ):
+            fallback_country = normalize_country_text(fallback.get("country"))
+            fallback_city = city_key(fallback.get("city"))
+            if fallback_country != country or fallback_city != city:
+                continue
+            confidence_value = parse_float(fallback.get("confidence"))
+            confidence = (
+                float(confidence_value)
+                if confidence_value is not None
+                else self._city_fallback_confidence_default
+            )
+            return LocationCandidate(
+                latitude=float(parse_float(fallback.get("latitude")) or 0.0),
+                longitude=float(parse_float(fallback.get("longitude")) or 0.0),
+                display_name=fallback.get("city") or "",
+                precision="city",
+                confidence=confidence,
+                query=(
+                    f"city_fallback::{fallback.get('city')}, "
+                    f"{fallback.get('country')}"
+                ),
+                source=self._city_fallback_source,
+                source_note=fallback.get("source_note")
+                or f"City fallback for {fallback.get('city')}, {fallback.get('country')}",
+                matched_fields=("city", "country"),
+                needs_confirmation=False,
+                city=fallback.get("city"),
+                region=fallback.get("region"),
+                country=fallback.get("country"),
+                matched_location_name=fallback.get("city"),
+                location_verified_at=fallback.get("verified_at"),
+                suggested_registry_entry=None,
+            )
+        return None