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后端移除内嵌OCR子服务

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This commit is contained in:
yml
2026-05-21 17:46:12 +08:00
parent acd5c0d50e
commit 0931975ed4
18 changed files with 18 additions and 750 deletions
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.env.mac-docker.example
-1
View File
@@ -16,7 +16,6 @@ DATABASE_MAX_CONNECTIONS=10
DATA_ROOT=/app/data
LOG_LEVEL=info
OCR_PROJECT_ROOT=/app/subservices/ocr-worker
TENCENT_REDEEM_PROOF_MODE=basic
TENCENT_BROWSER_HEADLESS=false
.env.server.example
-1
View File
@@ -16,7 +16,6 @@ DATABASE_MAX_CONNECTIONS=20
DATA_ROOT=/app/data
LOG_LEVEL=info
OCR_PROJECT_ROOT=/app/subservices/ocr-worker
TENCENT_REDEEM_PROOF_MODE=full
TENCENT_BROWSER_HEADLESS=true
README.md
+4 -8
View File
@@ -8,7 +8,7 @@
- 前端：Vue 3、Vite、Element Plus、TypeScript
- 后端：Node.js、Express、PostgreSQL、Playwright
- OCR：独立 Python worker
- OCR：通过 `OCR_BASE_URL` 对接外部 HTTP OCR 服务
- 网关：Caddy
- 本地与生产运行：Docker Compose
@@ -19,11 +19,10 @@ apps/
backend/ 后端 API、任务编排、平台对接、数据库迁移
src/
data/ 本地开发运行数据和平台配置
subservices/ocr-worker/ OCR 子服务源码
frontend/ 前端后台、领取页和配置页面
deploy/
caddy/ Caddy 反向代理配置
docker/ 前后端与 OCR 镜像 Dockerfile
docker/ 前后端镜像 Dockerfile
docs/ 平台接口、迁移设计和部署资料
docker-compose.dev.yml 本地 Docker 开发环境
docker-compose.yml 生产/服务器 Compose
@@ -31,7 +30,7 @@ docker-compose.yml 生产/服务器 Compose
## 本地开发
推荐直接使用 Docker，本地不需要额外维护 Node、PostgreSQL、Playwright 浏览器和 OCR 运行环境。
推荐直接使用 Docker，本地不需要额外维护 Node、PostgreSQL 和 Playwright 浏览器运行环境。
```bash
cp .env.mac-docker.example .env
@@ -43,7 +42,6 @@ docker compose -f docker-compose.dev.yml up -d --build
- 前端、后台、领取页：`http://localhost`
- 后端健康检查：`http://localhost/health`
- 后端 API 前缀：`http://localhost/api/v1/...`
- OCR worker：`http://127.0.0.1:8100/health`
- noVNC 浏览器画面：`http://127.0.0.1:6080/vnc.html`
查看容器状态：
@@ -57,7 +55,6 @@ docker compose -f docker-compose.dev.yml ps
```bash
docker compose -f docker-compose.dev.yml logs -f backend
docker compose -f docker-compose.dev.yml logs -f frontend
docker compose -f docker-compose.dev.yml logs -f ocr-worker
```
停止环境：
@@ -96,7 +93,6 @@ docker compose -f docker-compose.dev.yml exec -T backend npm run db:migrate
- 修改 `apps/backend/src`：后端容器内 `tsx watch` 自动重启
- 修改 `apps/frontend/src`：Vite 自动 HMR
- 修改 `apps/backend/subservices/ocr-worker`：下次 OCR 调用会使用挂载后的代码
- 修改数据库 migration：重启后端会自动执行迁移
如果只改业务代码，一般不需要重新 `--build`。改 Dockerfile、系统依赖或基础镜像时再重新构建。
@@ -124,7 +120,7 @@ cp .env.server.example .env
- `DATABASE_URL`：PostgreSQL 连接串
- `TENCENT_BROWSER_HEADLESS`：Playwright 是否无头运行
- `TENCENT_BROWSER_PREWARM`：启动时是否预热浏览器
- `OCR_BASE_URL`：OCR worker 地址
- `OCR_BASE_URL`：外部 HTTP OCR 服务地址；不配置时 OCR 相关能力会降级
## 运行数据
apps/backend/README.md
+3 -17
View File
@@ -17,13 +17,6 @@
npm install
```
首次使用前同步 OCR 子服务依赖：
```bash
cd /Users/yml/codes/order-site-workspace/apps/backend/subservices/ocr-worker
uv sync
```
复制并填写环境变量后启动：
```bash
@@ -68,7 +61,7 @@ npm test
- 服务端口
- 日志级别 `LOG_LEVEL=debug|info|warn|error`
- 浏览器是否无头、是否预热、是否常驻、slowMo
- OCR 子服务目录
- OCR 外部服务地址 `OCR_BASE_URL`
- 会话调试开关
- 兑换证明模式 `full | basic | off`
- Agiso 全局配置与后台店铺文件配置
@@ -114,8 +107,6 @@ npm test
会话编排与浏览器生命周期
- `src/services/session/*.ts`
登录、兑换、OCR、凭证产物等模块
- `subservices/ocr-worker`
内嵌 OCR 子服务
## Docker 开发
@@ -123,8 +114,7 @@ npm test
- `postgres` 容器提供开发库，后端通过 `DATABASE_URL` 连接
- 后端容器启动时执行 `npm install` 和 `npm run dev`
- OCR 子服务会在容器里执行 `pip install -e /app/subservices/ocr-worker`
- 所以平时改 `src/`、改 OCR Python、改 `.env`，一般都不需要重建镜像
- 平时改 `src/` 或 `.env`，一般都不需要重建镜像
- 生产镜像会在 build 阶段编译后端并只复制 `dist`、`config` 和运行依赖
只有下面几类改动通常还需要 `docker compose -f docker-compose.dev.yml up -d --build backend`：
@@ -161,11 +151,7 @@ npm test
- `warn`：只保留告警和错误
- `error`：只保留错误
OCR 子服务已经简化为：
- 本地源码开发：在 `subservices/ocr-worker` 里执行一次 `uv sync`
- Docker 运行：镜像构建时直接安装 Python 依赖
- 后端调用：每次识别单独拉起一次 Python 进程，不维护常驻 OCR worker
OCR 识别通过 `OCR_BASE_URL` 调用外部 HTTP 服务。不配置时，启动健康检查会标记 OCR 为 degraded，兑换中需要 OCR 的流程会在调用时返回明确错误。
`TENCENT_REDEEM_PROOF_MODE` 对应的配置文件项会影响生成强度：
apps/backend/src/index.ts
+7 -7
View File
@@ -10,7 +10,7 @@ import webhooksRouter from './routes/webhooks.js'
import { ensureAdminUsersBootstrapped } from './services/admin/admin-auth-service.js'
import { ensureFulfillmentCatalogBootstrapped } from './services/bootstrap/fulfillment-bootstrap-service.js'
import { startScheduledJobs, stopScheduledJobs } from './services/scheduler/scheduler-service.js'
import { closeLocalOcrWorker, warmupLocalOcrWorker } from './services/session/ocr.js'
import { closeOcrService, warmupOcrService } from './services/session/ocr.js'
import { closeAllTencentBrowserSessions, warmupTencentBrowser } from './services/session/session.js'
import { buildSuccessPayload } from './utils/http.js'
import { createRequestId, logError, logInfo, logWarn } from './utils/logger.js'
@@ -227,14 +227,14 @@ async function bootstrapOcr() {
startupState.ocr.lastAttemptAt = new Date().toISOString()
try {
await warmupLocalOcrWorker()
await warmupOcrService()
startupState.ocr.status = 'ready'
startupState.ocr.message = 'local OCR ready'
logInfo('[startup]', 'local OCR ready')
startupState.ocr.message = 'OCR service ready'
logInfo('[startup]', 'OCR service ready')
} catch (error) {
startupState.ocr.status = 'degraded'
startupState.ocr.message = formatStartupError(error)
logWarn('[startup]', `local OCR skipped: ${formatStartupError(error)}`)
logWarn('[startup]', `OCR service skipped: ${formatStartupError(error)}`)
}
}
@@ -369,9 +369,9 @@ async function shutdown(signal) {
}
try {
await closeLocalOcrWorker()
await closeOcrService()
} catch (error) {
logError('[shutdown]', 'failed to close local OCR worker', error)
logError('[shutdown]', 'failed to close OCR service', error)
}
if (!server.listening) {
apps/backend/src/services/session/ocr.ts
+4 -4
View File
@@ -23,11 +23,11 @@ export async function batchRecognizeTencentCaptcha(payload: OcrRequestPayload):
return callOcrViaHttp('batch', payload, { timeoutMs: 180_000 })
}
export async function warmupLocalOcrWorker(): Promise<void> {
export async function warmupOcrService(): Promise<void> {
await warmupOcrViaHttp()
}
export async function closeLocalOcrWorker(): Promise<void> {
export async function closeOcrService(): Promise<void> {
// HTTP 模式无持久连接，无需关闭。
}
@@ -58,7 +58,7 @@ async function callOcrViaHttp(
if (err instanceof Error && err.name === 'TimeoutError') {
throw new Error(`OCR 请求超时（${timeoutMs}ms），请检查 OCR 服务状态`)
}
throw new Error(`OCR 服务不可用（${baseUrl}），请检查 ocr-worker 容器是否正常运行`)
throw new Error(`OCR 服务不可用（${baseUrl}），请检查 OCR_BASE_URL 或外部 OCR 服务状态`)
}
if (!response.ok) {
@@ -93,7 +93,7 @@ async function warmupOcrViaHttp(): Promise<void> {
if (err instanceof Error && err.name === 'TimeoutError') {
throw new Error(`OCR 服务健康检查超时，请检查 ${baseUrl} 是否可访问`)
}
throw new Error(`OCR 服务不可用（${baseUrl}），请检查 ocr-worker 容器是否正常运行`)
throw new Error(`OCR 服务不可用（${baseUrl}），请检查 OCR_BASE_URL 或外部 OCR 服务状态`)
}
if (!response.ok) {
throw new Error(`OCR 服务健康检查失败：HTTP ${response.status}`)
apps/backend/subservices/ocr-worker/README.md
-23
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@@ -1,23 +0,0 @@
# OCR Worker
内嵌在 `order-site-backend` 仓库里的本地 OCR worker。
只保留最核心的能力：
- 加载 `ddddocr`
- 接收一次 OCR 请求并返回一次 JSON 结果
- 提供一个最小化健康检查入口
初始化依赖：
```bash
cd /Users/yml/codes/order-site-workspace/apps/backend/subservices/ocr-worker
uv sync
```
说明：
- 本地源码调试时，先执行 `uv sync`
- Docker 镜像构建时，会把 OCR 依赖直接安装到容器内的 Python 环境
- Docker 运行时只使用容器内 `python3`
- 后端现在按次调用 OCR Python 进程，不再维护常驻 worker
apps/backend/subservices/ocr-worker/pyproject.toml
-17
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@@ -1,17 +0,0 @@
[project]
name = "ocr-worker"
version = "0.1.0"
readme = "README.md"
requires-python = ">=3.11"
dependencies = [
"ddddocr>=1.6.1",
"fastapi>=0.115.0",
"uvicorn>=0.34.0",
]
[project.scripts]
ocr-worker = "ocr_worker.cli:main"
[build-system]
requires = ["uv_build>=0.9.9,<0.10.0"]
build-backend = "uv_build"
apps/backend/subservices/ocr-worker/src/ocr_worker/__init__.py
-4
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@@ -1,4 +0,0 @@
__all__ = [
"get_ocr_engine",
"recognize_image",
]
apps/backend/subservices/ocr-worker/src/ocr_worker/cli.py
-221
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@@ -1,221 +0,0 @@
from __future__ import annotations
import argparse
import base64
import json
import sys
import time
from datetime import datetime, timezone
from typing import Any
from .engine import get_ocr_engine, recognize_image
def main() -> None:
parser = argparse.ArgumentParser(prog="ocr-worker", description="本地 OCR worker")
parser.add_argument(
"command",
nargs="?",
default="request",
choices=["worker", "request", "healthcheck"],
)
args = parser.parse_args()
if args.command == "worker":
run_worker()
elif args.command == "request":
run_single_request()
elif args.command == "healthcheck":
run_healthcheck()
def run_worker() -> None:
get_ocr_engine()
write_message({"type": "ready"})
for raw_line in sys.stdin:
line = raw_line.strip()
if not line:
continue
request_id = ""
try:
request = json.loads(line)
request_id = str(request.get("id") or "")
action = str(request.get("action") or "recognize").strip().lower()
payload = request.get("payload") or {}
if action == "recognize":
response_payload = build_success_payload(recognize_payload(payload), "ok")
elif action == "batch":
response_payload = build_success_payload(batch_recognize_payload(payload), "ok")
else:
raise ValueError(f"不支持的 action: {action}")
except Exception as error: # noqa: BLE001
response_payload = build_error_payload(str(error) or "请求失败")
write_message(
{
"type": "response",
"id": request_id,
"payload": response_payload,
}
)
def run_single_request() -> None:
get_ocr_engine()
raw_text = sys.stdin.read().strip()
if not raw_text:
raise ValueError("缺少 OCR 请求内容")
try:
request = json.loads(raw_text)
action = str(request.get("action") or "recognize").strip().lower()
payload = request.get("payload") or {}
if action == "recognize":
response_payload = build_success_payload(recognize_payload(payload), "ok")
elif action == "batch":
response_payload = build_success_payload(batch_recognize_payload(payload), "ok")
else:
response_payload = build_error_payload(f"不支持的 action: {action}")
except Exception as error: # noqa: BLE001
response_payload = build_error_payload(str(error) or "请求失败")
write_message(response_payload)
def run_healthcheck() -> None:
get_ocr_engine()
write_message({"code": 0, "msg": "ok"})
def recognize_payload(payload: Any) -> dict[str, Any]:
if not isinstance(payload, dict):
raise ValueError("payload 必须是对象")
image_bytes = decode_image_base64(payload.get("imageBase64"))
expected_text = normalize_text(payload.get("expectedText"), preserve_empty=True)
started = time.perf_counter()
recognized_text = normalize_text(recognize_image(image_bytes), preserve_empty=True)
duration_ms = round((time.perf_counter() - started) * 1000, 2)
return {
"sampleId": None,
"imageUrl": normalize_optional_string(payload.get("imageUrl")),
"finalUrl": normalize_optional_string(payload.get("finalUrl")) or normalize_optional_string(payload.get("imageUrl")),
"recognizedText": recognized_text,
"text": recognized_text,
"expectedText": expected_text,
"matched": None if expected_text is None else recognized_text == expected_text,
"createdAt": build_timestamp(),
"durationMs": duration_ms,
"tag": normalize_optional_string(payload.get("tag")),
"contentType": normalize_optional_string(payload.get("imageContentType")) or "application/octet-stream",
"httpStatus": 200,
"saved": None,
}
def batch_recognize_payload(payload: Any) -> dict[str, Any]:
if not isinstance(payload, dict):
raise ValueError("payload 必须是对象")
items = payload.get("items")
if isinstance(items, list) and items:
results = [recognize_payload(item) for item in items]
else:
repeat = max(1, min(int(payload.get("repeat") or 1), 200))
results = [recognize_payload(payload) for _ in range(repeat)]
reviewed = [item for item in results if item.get("expectedText") is not None]
matched = sum(1 for item in reviewed if item.get("matched") is True)
unmatched = sum(1 for item in reviewed if item.get("matched") is False)
pending_review = len(results) - len(reviewed)
return {
"runId": None,
"runName": normalize_optional_string(payload.get("runName")),
"total": len(results),
"reviewed": len(reviewed),
"matched": matched,
"unmatched": unmatched,
"pendingReview": pending_review,
"accuracy": round(matched / len(reviewed), 4) if reviewed else None,
"paths": None,
"items": results,
}
def decode_image_base64(value: Any) -> bytes:
if value is None:
raise ValueError("imageBase64 不能为空")
try:
text = str(value).strip()
if not text:
raise ValueError("imageBase64 不能为空")
return base64.b64decode(text, validate=True)
except ValueError:
raise
except Exception as error: # noqa: BLE001
raise ValueError("imageBase64 不是合法的 base64 图片内容") from error
def normalize_optional_string(value: Any) -> str | None:
if value is None:
return None
text = str(value).strip()
return text or None
def normalize_text(value: Any, *, preserve_empty: bool) -> str | None:
if value is None:
return None if preserve_empty else ""
text = "".join(str(value).split()).upper()
if text:
return text
if preserve_empty:
return ""
raise ValueError("OCR 结果为空")
def build_success_payload(data: Any, msg: str) -> dict[str, Any]:
return {
"code": 0,
"msg": msg,
"time": int(time.time()),
"data": data,
}
def build_error_payload(message: str) -> dict[str, Any]:
return {
"code": 1,
"msg": message or "请求失败",
"time": int(time.time()),
"data": None,
}
def build_timestamp() -> str:
return datetime.now(timezone.utc).isoformat()
def write_message(payload: dict[str, Any]) -> None:
sys.stdout.write(json.dumps(payload, ensure_ascii=False) + "\n")
sys.stdout.flush()
if __name__ == "__main__":
main()
apps/backend/subservices/ocr-worker/src/ocr_worker/engine.py
-27
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@@ -1,27 +0,0 @@
from __future__ import annotations
import threading
import ddddocr
_ENGINE_LOCK = threading.Lock()
_ENGINE: ddddocr.DdddOcr | None = None
def get_ocr_engine() -> ddddocr.DdddOcr:
global _ENGINE
if _ENGINE is None:
with _ENGINE_LOCK:
if _ENGINE is None:
_ENGINE = ddddocr.DdddOcr(show_ad=False)
return _ENGINE
def recognize_image(image_bytes: bytes) -> str:
if not image_bytes:
raise ValueError("图片内容为空，无法识别")
text = get_ocr_engine().classification(image_bytes)
return str(text or "").strip()
apps/backend/subservices/ocr-worker/src/ocr_worker/server.py
-34
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@@ -1,34 +0,0 @@
from __future__ import annotations
import asyncio
from contextlib import asynccontextmanager
from fastapi import FastAPI
from .engine import get_ocr_engine
from .cli import recognize_payload, batch_recognize_payload
@asynccontextmanager
async def lifespan(app: FastAPI):
# Eagerly load model on startup
get_ocr_engine()
yield
app = FastAPI(lifespan=lifespan)
@app.get("/health")
async def health():
return {"code": 0, "msg": "ok"}
@app.post("/ocr/recognize")
async def recognize(payload: dict):
return await asyncio.to_thread(recognize_payload, payload)
@app.post("/ocr/batch")
async def batch_recognize(payload: dict):
return await asyncio.to_thread(batch_recognize_payload, payload)
apps/backend/subservices/ocr-worker/uv.lock
Generated
-315
View File
@@ -1,315 +0,0 @@
version = 1
revision = 3
requires-python = ">=3.11"
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version = "1.6.1"
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{ name = "onnxruntime" },
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{ name = "opencv-python-headless", marker = "sys_platform == 'linux'" },
{ name = "pillow" },
]
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deploy/docker/backend-dev.Dockerfile
-1
View File
@@ -8,7 +8,6 @@ ARG NPM_REGISTRY=https://registry.npmmirror.com
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Asia/Shanghai
ENV PLAYWRIGHT_BROWSERS_PATH=/ms-playwright
ENV OCR_BASE_URL=http://ocr-worker:8100
ENV NPM_CONFIG_REGISTRY=${NPM_REGISTRY}
WORKDIR /app
deploy/docker/backend.Dockerfile
-1
View File
@@ -56,7 +56,6 @@ ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Asia/Shanghai
ENV NODE_ENV=production
ENV PLAYWRIGHT_BROWSERS_PATH=/ms-playwright
ENV OCR_BASE_URL=http://ocr-worker:8100
WORKDIR /app
deploy/docker/ocr-worker.Dockerfile
-33
View File
@@ -1,33 +0,0 @@
FROM python:3.11-slim-bookworm
ARG DEBIAN_MIRROR=mirrors.cloud.tencent.com
ARG PIP_INDEX_URL=https://mirrors.cloud.tencent.com/pypi/simple
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Asia/Shanghai
# NOTE: Use Debian official HTTP sources (not Tencent mirrors) because:
# slim image has no ca-certificates pre-installed, and Tencent mirrors
# redirect HTTP → HTTPS which fails without TLS certs (chicken-and-egg).
# Debian official HTTP sources work without TLS. Apt packages are GPG-signed.
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
--mount=type=cache,target=/var/lib/apt,sharing=locked \
apt-get update \
&& apt-get install -y --no-install-recommends curl ca-certificates \
&& ln -snf /usr/share/zoneinfo/${TZ} /etc/localtime \
&& echo ${TZ} > /etc/timezone \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /app
COPY apps/backend/subservices/ocr-worker/ ./ocr-worker/
RUN --mount=type=cache,target=/root/cache/pip \
pip install --no-cache-dir -i ${PIP_INDEX_URL} ./ocr-worker
EXPOSE 8100
HEALTHCHECK --interval=5s --timeout=5s --retries=20 --start-period=15s \
CMD curl -fsS http://127.0.0.1:8100/health || exit 1
CMD ["uvicorn", "ocr_worker.server:app", "--host", "0.0.0.0", "--port", "8100"]
docker-compose.dev.yml
-19
View File
@@ -21,22 +21,6 @@ services:
volumes:
- postgres_dev_data:/var/lib/postgresql/data
ocr-worker:
build:
context: .
dockerfile: deploy/docker/ocr-worker.Dockerfile
restart: unless-stopped
healthcheck:
test: ["CMD-SHELL", "curl -fsS http://127.0.0.1:8100/health || exit 1"]
interval: 5s
timeout: 5s
retries: 20
start_period: 15s
environment:
TZ: ${TZ:-Asia/Shanghai}
ports:
- "${OCR_PORT:-8100}:8100"
backend:
build:
context: .
@@ -49,8 +33,6 @@ services:
depends_on:
postgres:
condition: service_healthy
ocr-worker:
condition: service_healthy
healthcheck:
test:
["CMD-SHELL", "curl -fsS http://127.0.0.1:3000/health/ready || exit 1"]
@@ -64,7 +46,6 @@ services:
DATABASE_URL: ${DATABASE_URL:-postgres://postgres:postgres@postgres:5432/order_site}
DATABASE_SSL: ${DATABASE_SSL:-false}
DATABASE_MAX_CONNECTIONS: ${DATABASE_MAX_CONNECTIONS:-10}
OCR_BASE_URL: http://ocr-worker:8100
CLAIM_BASE_URL: ${CLAIM_BASE_URL:-http://localhost/#/claim}
TENCENT_REDEEM_PROOF_MODE: ${TENCENT_REDEEM_PROOF_MODE:-full}
TENCENT_BROWSER_HEADLESS: ${TENCENT_BROWSER_HEADLESS:-true}
docker-compose.yml
-17
View File
@@ -15,20 +15,6 @@ services:
volumes:
- postgres_data:/var/lib/postgresql/data
ocr-worker:
build:
context: .
dockerfile: deploy/docker/ocr-worker.Dockerfile
restart: unless-stopped
healthcheck:
test: ["CMD-SHELL", "curl -fsS http://127.0.0.1:8100/health || exit 1"]
interval: 5s
timeout: 5s
retries: 20
start_period: 15s
environment:
TZ: ${TZ:-Asia/Shanghai}
backend:
build:
context: .
@@ -39,8 +25,6 @@ services:
depends_on:
postgres:
condition: service_healthy
ocr-worker:
condition: service_healthy
healthcheck:
test: ["CMD-SHELL", "curl -fsS http://127.0.0.1:3000/health/ready || exit 1"]
interval: 5s
@@ -53,7 +37,6 @@ services:
DATABASE_URL: ${DATABASE_URL:-postgres://postgres:postgres@postgres:5432/order_site}
DATABASE_SSL: ${DATABASE_SSL:-false}
DATABASE_MAX_CONNECTIONS: ${DATABASE_MAX_CONNECTIONS:-20}
OCR_BASE_URL: http://ocr-worker:8100
CLAIM_BASE_URL: ${CLAIM_BASE_URL:-http://localhost/#/claim}
TENCENT_REDEEM_PROOF_MODE: ${TENCENT_REDEEM_PROOF_MODE:-full}
TENCENT_BROWSER_HEADLESS: ${TENCENT_BROWSER_HEADLESS:-true}