feat: OCR v2 batch + RIIN waybill + 双系统 label-ocr flow(hourly)

This commit is contained in:
yeuimu
2026-07-23 23:44:24 +00:00
parent 51dbde4538
commit 70178e9295
7 changed files with 175 additions and 114 deletions
+10
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@@ -25,6 +25,16 @@ class OcrClient:
resp.raise_for_status() resp.raise_for_status()
return OcrResult.model_validate(resp.json()) return OcrResult.model_validate(resp.json())
def recognize_batch(self, urls: list[dict[str, str]], country: str = "US") -> list[OcrResult]:
"""v2 批量识别:urls=[{"url":"...", "filename":"orderNo"}], 最多 200 项/批。
返回 OcrResult 列表,file 字段 = filename(用于回匹配 orderNo)。
"""
resp = self._http.post("/api/v2/batch", json={"urls": urls, "country": country}, timeout=300.0)
resp.raise_for_status()
data = resp.json()
return [OcrResult.model_validate(r) for r in data.get("results", [])]
def health(self) -> bool: def health(self) -> bool:
"""健康检查。""" """健康检查。"""
try: try:
+1
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@@ -122,6 +122,7 @@ class Order(_RiinModel):
express_fee: float | None = None express_fee: float | None = None
express_source: int | None = None express_source: int | None = None
courier_number: str | None = None courier_number: str | None = None
waybill: str | None = None
consignee_name: str | None = None consignee_name: str | None = None
phone: str | None = None phone: str | None = None
email: str | None = None email: str | None = None
+117
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@@ -0,0 +1,117 @@
"""面单 OCR enrichment:对所有系统(RIIN+SDS)有待处理面单的订单,用 v2 batch API 批量识别。
对应 label-ocr。每小时跑一次,跟上增量同步节奏。
按国家分组,每组 200 单/批调 /api/v2/batch(服务端并发下载+重试)。
"""
from __future__ import annotations
from prefect import flow, task
from api.ocr import OcrClient, country_to_ocr_code
from flows.shared import SyncDB, build_stats_rows, emit_sync_summary
BATCH_SIZE = 200
_OCR_FIELD_MAP = [
("layout", "ocr_layout"), ("courier", "ocr_courier"), ("tracking", "ocr_tracking"),
("marker", "ocr_marker"), ("s_name", "ocr_s_name"), ("s_street", "ocr_s_street"),
("s_city", "ocr_s_city"), ("s_state", "ocr_s_state"), ("s_zip", "ocr_s_zip"),
("r_name", "ocr_r_name"), ("r_street", "ocr_r_street"), ("r_city", "ocr_r_city"),
("r_state", "ocr_r_state"), ("r_zip", "ocr_r_zip"),
]
def _result_to_fields(r) -> dict[str, str | None]:
if not r.ok:
return {"ocr_layout": "ERROR"}
return {col: (getattr(r, attr) or "") for attr, col in _OCR_FIELD_MAP}
@task
def process_all(pending: list) -> dict[str, int]:
db = SyncDB()
ocr = OcrClient()
stats = {"success": 0, "error": 0, "unsupported": 0, "batches": 0}
try:
# 1. 按国家分组;不支持的国家直接标 UNSUPPORTED
by_country: dict[str, list[tuple[str, object, str]]] = {}
unsupp: list[tuple[str, object]] = []
for order_no, created_at, pdf_url, dest_country in pending:
code = country_to_ocr_code(dest_country)
if code:
by_country.setdefault(code, []).append((order_no, created_at, pdf_url))
else:
unsupp.append((order_no, created_at))
if unsupp:
db.update_ocr_batch([(no, ca, {"ocr_layout": "UNSUPPORTED"}) for no, ca in unsupp])
stats["unsupported"] = len(unsupp)
print(f"[OCR] 不支持国家: {len(unsupp)} 单 → UNSUPPORTED")
# 2. 每个国家分批调 v2 batch API
for country_code, orders in by_country.items():
total = len(orders)
for i in range(0, total, BATCH_SIZE):
batch = orders[i : i + BATCH_SIZE]
created_map = {no: ca for no, ca, _ in batch}
urls = [{"url": url, "filename": no} for no, _, url in batch]
batch_no = i // BATCH_SIZE + 1
total_batches = -(-total // BATCH_SIZE)
try:
results = ocr.recognize_batch(urls, country_code)
except Exception as err: # noqa: BLE001
print(f"[OCR] {country_code} batch {batch_no}/{total_batches} 请求失败: {str(err)[:100]}")
db.update_ocr_batch([(no, created_map[no], {"ocr_layout": "ERROR"}) for no in created_map])
stats["error"] += len(batch)
continue
updates = []
for r in results:
order_no = r.file
created_at = created_map.get(order_no)
if created_at is None:
continue
fields = _result_to_fields(r)
updates.append((order_no, created_at, fields))
stats["success" if r.ok else "error"] += 1
db.update_ocr_batch(updates)
stats["batches"] += 1
ok = sum(1 for r in results if r.ok)
print(f"[OCR] {country_code} batch {batch_no}/{total_batches}: "
f"{ok}/{len(results)} 成功")
return stats
finally:
ocr.close()
@flow(name="label-ocr", log_prints=True)
def label_ocr() -> dict:
db = SyncDB()
before = db.count_ocr_status()
print(f"OCR 状态(开始): {before}")
pending = db.get_ocr_pending()
print(f"待 OCR: {len(pending)} 单 (RIIN+SDS)")
if not pending:
emit_sync_summary("面单 OCR", build_stats_rows("ALL", {}, [
("待处理", 0), ("累计已完成", before.get("done", 0)),
]))
return {"processed": 0, **before}
stats = process_all(pending)
after = db.count_ocr_status()
total_processed = stats["success"] + stats["error"] + stats["unsupported"]
print(f"完成: 处理 {total_processed} 单 / {stats['batches']} 批 | "
f"成功 {stats['success']} 失败 {stats['error']} 不支持 {stats['unsupported']}")
print(f"累计: {after}")
emit_sync_summary("面单 OCR", build_stats_rows("ALL", {}, [
("本批处理", total_processed), ("成功", stats["success"]),
("失败", stats["error"]), ("不支持", stats["unsupported"]),
("累计已完成", after.get("done", 0)), ("累计待处理", after.get("pending", 0)),
]))
return {"processed": total_processed, **stats, **after}
if __name__ == "__main__":
label_ocr.serve(name="label-ocr", cron="0 * * * *")
-98
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@@ -1,98 +0,0 @@
"""SDS 面单 OCR enrichment:对已发货的 SDS 订单,用面单 PDF URL 调 OCR 服务回填标签字段。
对应 sds-label-ocr。独立于同步 flow,每 4 小时跑一批。
"""
from __future__ import annotations
from concurrent.futures import ThreadPoolExecutor, as_completed
from prefect import flow, task
from api.ocr import OcrClient, country_to_ocr_code
from flows.shared import SyncDB, build_stats_rows, emit_sync_summary
OCR_CONCURRENCY = 5
SHIPPED_STATUSES = ["已完成", "部分发货", "备货中", "待确认"]
_OCR_FIELD_MAP = [
("layout", "ocr_layout"), ("courier", "ocr_courier"), ("tracking", "ocr_tracking"),
("marker", "ocr_marker"), ("s_name", "ocr_s_name"), ("s_street", "ocr_s_street"),
("s_city", "ocr_s_city"), ("s_state", "ocr_s_state"), ("s_zip", "ocr_s_zip"),
("r_name", "ocr_r_name"), ("r_street", "ocr_r_street"), ("r_city", "ocr_r_city"),
("r_state", "ocr_r_state"), ("r_zip", "ocr_r_zip"),
]
def _process_one(db: SyncDB, ocr: OcrClient, order_no: str, created_at, pdf_url: str, dest_country: str | None) -> str:
country_code = country_to_ocr_code(dest_country)
if not country_code:
db.update_ocr_fields(order_no, created_at, {"ocr_layout": "UNSUPPORTED"})
return "unsupported"
try:
r = ocr.recognize_url(pdf_url, country_code)
except Exception as err: # noqa: BLE001
print(f"[OCR] {order_no} 请求失败: {str(err)[:100]}")
db.update_ocr_fields(order_no, created_at, {"ocr_layout": "ERROR"})
return "error"
if not r.ok:
print(f"[OCR] {order_no} 识别失败: {(r.error or '')[:80]}")
db.update_ocr_fields(order_no, created_at, {"ocr_layout": "ERROR"})
return "error"
fields = {col: getattr(r, attr) or "" for attr, col in _OCR_FIELD_MAP}
db.update_ocr_fields(order_no, created_at, fields)
return "success"
@task
def process_batch(pending: list) -> dict[str, int]:
db = SyncDB()
ocr = OcrClient()
stats = {"success": 0, "error": 0, "unsupported": 0}
try:
done = 0
total = len(pending)
with ThreadPoolExecutor(max_workers=min(OCR_CONCURRENCY, total)) as pool:
futures = {
pool.submit(_process_one, db, ocr, no, ca, url, dc): no
for no, ca, url, dc in pending
}
for fut in as_completed(futures):
result = fut.result()
stats[result] += 1
done += 1
if done % 50 == 0 or done == total:
print(f"[OCR] 进度: {done}/{total} 成功 {stats['success']} / 失败 {stats['error']} / 不支持 {stats['unsupported']}")
stats["processed"] = total
return stats
finally:
ocr.close()
@flow(name="sds-label-ocr", log_prints=True)
def sds_label_ocr(batch_size: int = 200) -> dict:
db = SyncDB()
before = db.count_ocr_status()
print(f"OCR 状态(开始): {before}")
pending = db.get_ocr_pending(batch_size)
print(f"待 OCR: {len(pending)} 单 (batch_size={batch_size})")
if not pending:
emit_sync_summary("SDS 面单 OCR", build_stats_rows("SDS", {}, [
("待处理", 0), ("累计已完成", before.get("done", 0)), ("累计失败", before.get("error", 0)),
]))
return {"processed": 0, **before}
stats = process_batch(pending)
after = db.count_ocr_status()
print(f"完成: {stats} 累计: {after}")
emit_sync_summary("SDS 面单 OCR", build_stats_rows("SDS", {}, [
("本批处理", stats["processed"]), ("本批成功", stats["success"]),
("本批失败", stats["error"]), ("本批不支持", stats["unsupported"]),
("累计已完成", after.get("done", 0)), ("累计待处理", after.get("pending", 0)),
]))
return {**stats, **after}
if __name__ == "__main__":
sds_label_ocr.serve(name="sds-label-ocr", cron="0 */4 * * *")
+43 -12
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@@ -100,22 +100,25 @@ class SyncDB:
# ---------- OCR 面单 enrichment ---------- # ---------- OCR 面单 enrichment ----------
def get_ocr_pending(self, limit: int = 200) -> list[tuple[str, datetime, str, str | None]]: def get_ocr_pending(self, limit: int = 0) -> list[tuple[str, datetime, str, str | None]]:
"""查待 OCR 的 SDS 订单:(orderNo, createdAt, labelPdfUrl, destinationCountry)。 """查待 OCR 订单(所有系统):(orderNo, createdAt, labelPdfUrl, destinationCountry)。
条件:SDS、有 labelPdfUrl、ocr_layout 未处理(Null)、已发货/已完成。 条件:有 labelPdfUrl、ocr_layout 未处理(Null)。
limit=0 表示不限。
""" """
sql = (
'SELECT "orderNo","createdAt","labelPdfUrl","destinationCountry" '
'FROM "Orders" '
'WHERE "labelPdfUrl" IS NOT NULL AND "ocr_layout" IS NULL '
'ORDER BY "orderedAt" DESC'
)
params: list = []
if limit > 0:
sql += " LIMIT %s"
params.append(limit)
with self._conn() as conn: with self._conn() as conn:
with conn.cursor() as cur: with conn.cursor() as cur:
cur.execute( cur.execute(sql, params)
'''SELECT "orderNo","createdAt","labelPdfUrl","destinationCountry"
FROM "Orders"
WHERE "systemName"=%s AND "labelPdfUrl" IS NOT NULL
AND "ocr_layout" IS NULL
AND "systemStatus"=ANY(%s)
ORDER BY "orderedAt" DESC LIMIT %s''',
("SDS", ["已完成", "部分发货", "备货中", "待确认"], limit),
)
return [(r[0], r[1], r[2], r[3]) for r in cur.fetchall()] return [(r[0], r[1], r[2], r[3]) for r in cur.fetchall()]
def update_ocr_fields( def update_ocr_fields(
@@ -135,6 +138,34 @@ class SyncDB:
) )
conn.commit() conn.commit()
def update_ocr_batch(self, updates: list[tuple[str, datetime, dict[str, str | None]]]) -> int:
"""批量更新 ocr 字段(单连接单事务)。updates: [(orderNo, createdAt, {field: value})]。
返回更新行数。
"""
if not updates:
return 0
rows = 0
with self._conn() as conn:
try:
with conn.cursor() as cur:
for order_no, created_at, fields in updates:
if not fields:
continue
assignments = ", ".join(f'"{k}"=%s' for k in fields)
params = list(fields.values()) + [order_no, created_at]
cur.execute(
f'''UPDATE "Orders" SET {assignments}
WHERE "orderNo"=%s AND "createdAt"=%s''',
params,
)
rows += cur.rowcount
conn.commit()
except Exception:
conn.rollback()
raise
return rows
def count_ocr_status(self) -> dict[str, int]: def count_ocr_status(self) -> dict[str, int]:
"""统计 OCR 处理状态(done/error/unsupported/pending)。""" """统计 OCR 处理状态(done/error/unsupported/pending)。"""
with self._conn() as conn: with self._conn() as conn:
+1 -1
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@@ -195,7 +195,7 @@ def map_riin_order(raw: Any) -> OrderUpsertInput:
addressLine3=raw.receiver_town, addressLine3=raw.receiver_town,
postalCode=raw.post_code, postalCode=raw.post_code,
storeName=raw.platform_shop_name, storeName=raw.platform_shop_name,
labelPdfUrl=None, labelPdfUrl=raw.waybill,
) )
+3 -3
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@@ -80,10 +80,10 @@ deployments:
timezone: Asia/Shanghai timezone: Asia/Shanghai
work_pool: work_pool:
name: inkreach-pool name: inkreach-pool
- name: sds-label-ocr - name: label-ocr
entrypoint: flows/sds/label_ocr.py:sds_label_ocr entrypoint: flows/label_ocr.py:label_ocr
schedules: schedules:
- cron: 0 */4 * * * - cron: 0 * * * *
timezone: Asia/Shanghai timezone: Asia/Shanghai
work_pool: work_pool:
name: inkreach-pool name: inkreach-pool