feat(marquee): 真实条不按用户去重(打乱+去连簇)+ 后台按模式分页浏览可展示记录 (#123)

- get_feed 真实条不再按 user 去重:改「洗牌 + 去连簇」(相邻尽量不同用户、减少单人连刷),
  同一用户可多条露出但被打散、尽量不连续。_shuffle_declustered 支持传入固定种子 rng。
- 新增 GET /admin/api/marquee-seeds/real-records:按**当前模式**分页浏览全部可展示记录(不去重),
  供运营逐页审核——只真实=真实记录;只种子=各启用种子按生成逻辑各出一行;混播=真实+种子。
  固定种子洗牌+去连簇 → 排列恒定、翻页稳定、能翻遍全部;含 OpsRealRecord* schema。

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

---------

Co-authored-by: zzhyyyyy <2685922758@qq.com>
Reviewed-on: #123
Co-authored-by: zhuzihao <zhuzihao@wonderable.ai>
Co-committed-by: zhuzihao <zhuzihao@wonderable.ai>

alembic/versions/admin_user_pages_override.py

@@ -1,35 +0,0 @@
-"""admin_user 加 pages_override 列(「自定义」权限:按人存专属可见页 key 列表)
-
-权限管理页新增「自定义」角色:选它时该成员的可见页不跟随任何共享角色,而由逐页勾选决定,
-存这个人专属的一份页 key 列表。仅 role == "custom" 时有效;普通角色为 None(可见页跟随角色)。
-PG 用 JSONB,SQLite 退化为通用 JSON(同 admin_audit_log.detail / comparison_record.raw_payload)。
-
-Revision ID: admin_user_pages_override
-Revises: admin_user_plain_password
-Create Date: 2026-07-08 00:00:00.000000
-"""
-
-from collections.abc import Sequence
-
-import sqlalchemy as sa
-from sqlalchemy.dialects.postgresql import JSONB
-
-from alembic import op
-
-revision: str = "admin_user_pages_override"
-down_revision: str | Sequence[str] | None = "admin_user_plain_password"
-branch_labels: str | Sequence[str] | None = None
-depends_on: str | Sequence[str] | None = None
-
-# 与 app/models/admin.py 的 _JSON 一致:PG JSONB / 其它 JSON
-_JSON = sa.JSON().with_variant(JSONB(), "postgresql")
-
-
-def upgrade() -> None:
-    with op.batch_alter_table("admin_user", schema=None) as batch_op:
-        batch_op.add_column(sa.Column("pages_override", _JSON, nullable=True))
-
-
-def downgrade() -> None:
-    with op.batch_alter_table("admin_user", schema=None) as batch_op:
-        batch_op.drop_column("pages_override")

app/admin/permissions.py

@@ -9,9 +9,6 @@ super_admin 为内建全权角色,恒可见全部页(effective_pages 特判)。
 from __future__ import annotations
 
 SUPER_ADMIN_ROLE = "super_admin"
-# 「自定义」哨兵角色:不是 admin_role 表里的行,而是标记「这个人的可见页由 pages_override 决定」。
-# admin_user.role == CUSTOM_ROLE 时,有效可见页取 admin_user.pages_override(见 auth._admin_out_with_pages)。
-CUSTOM_ROLE = "custom"
 
 # 分组镜像前端导航(app/(main)/layout.tsx 的 NAV_GROUPS);key = 路由一级
 PERMISSION_CATALOG: list[dict] = [

app/admin/repositories/admin_user.py

@@ -26,17 +26,14 @@ def create_admin(
     password: str,
     role: str = "operator",
     plain_password: str | None = None,
-    pages_override: list[str] | None = None,
 ) -> AdminUser:
     """建管理员。plain_password 非空则额外留存明文(后台 UI 建的账号传,供权限管理页复看);
-    脚本/起后台建账号不传(留 None → 前端不显示密码)。
-    pages_override:role=="custom" 时传专属可见页 key 列表;普通角色为 None。"""
+    脚本/起后台建账号不传(留 None → 前端不显示密码)。"""
     admin = AdminUser(
         username=username,
         password_hash=hash_password(password),
         role=role,
         plain_password=plain_password,
-        pages_override=pages_override,
     )
     db.add(admin)
     db.commit()

app/admin/repositories/stats.py

@@ -30,11 +30,17 @@ from app.models.user import User
 from app.models.wallet import CoinTransaction, WithdrawOrder
 
 _BEIJING = timezone(timedelta(hours=8))
-COUPON_REWARD_BIZ_TYPES = ("reward_video", "ad_reward", "coupon", "coupon_reward")
+REWARD_VIDEO_BIZ_TYPES = ("reward_video", "ad_reward")
+# 领券/比价奖励金币的真实来源是信息流广告发奖(ad_feed_reward_record,按 feed_scene 分场景);
+# coin_transaction 里只有扁平的 feed_ad_reward、biz_type 不分 coupon/comparison,故这俩桶历史从未
+# 被写入,仅留作未来兜底,实际金额在下方按 feed_scene 汇总 ad_feed_reward_record 得出。reward_video/
+# ad_reward 是激励视频,单独成桶、不再混进领券奖励(历史误并会把激励视频金币双计进领券)。
+COUPON_REWARD_BIZ_TYPES = ("coupon", "coupon_reward")
 COMPARISON_REWARD_BIZ_TYPES = ("comparison", "compare_reward", "comparison_reward")
 EXCLUDED_REWARD_BIZ_TYPES = ("invite_inviter", "invite_invitee", "admin_grant")
 UNCLASSIFIED_FEED_BIZ_TYPES = ("feed_ad_reward",)
 REGULAR_TASK_EXCLUDED_BIZ_TYPES = (
+    *REWARD_VIDEO_BIZ_TYPES,
     *COUPON_REWARD_BIZ_TYPES,
     *COMPARISON_REWARD_BIZ_TYPES,
     *EXCLUDED_REWARD_BIZ_TYPES,
@@ -362,7 +368,7 @@ def dashboard_overview(
     period_reward_video_coin_total = _sum(
         CoinTransaction.amount,
         *period_coin_conds,
-        CoinTransaction.biz_type.in_(("reward_video", "ad_reward")),
+        CoinTransaction.biz_type.in_(REWARD_VIDEO_BIZ_TYPES),
     )
     period_feed_ad_coin_total = _sum(
         CoinTransaction.amount,
@@ -384,15 +390,29 @@ def dashboard_overview(
         *period_coin_conds,
         CoinTransaction.biz_type.like("task_%"),
     )
+    # 领券/比价奖励金币 = biz_type 桶(历史空,兜底)+ 该场景信息流广告实发金币
+    # (ad_feed_reward_record.feed_scene,granted;reward_date 是北京日期串,与 period 同自然日窗口)。
     period_coupon_reward_coin_total = _sum(
         CoinTransaction.amount,
         *period_coin_conds,
         CoinTransaction.biz_type.in_(COUPON_REWARD_BIZ_TYPES),
+    ) + _sum(
+        AdFeedRewardRecord.coin,
+        AdFeedRewardRecord.status == "granted",
+        AdFeedRewardRecord.feed_scene == "coupon",
+        AdFeedRewardRecord.reward_date >= period_from.isoformat(),
+        AdFeedRewardRecord.reward_date <= period_to.isoformat(),
     )
     period_comparison_reward_coin_total = _sum(
         CoinTransaction.amount,
         *period_coin_conds,
         CoinTransaction.biz_type.in_(COMPARISON_REWARD_BIZ_TYPES),
+    ) + _sum(
+        AdFeedRewardRecord.coin,
+        AdFeedRewardRecord.status == "granted",
+        AdFeedRewardRecord.feed_scene == "comparison",
+        AdFeedRewardRecord.reward_date >= period_from.isoformat(),
+        AdFeedRewardRecord.reward_date <= period_to.isoformat(),
     )
     period_regular_task_coin_total = _sum(
         CoinTransaction.amount,
@@ -543,7 +563,7 @@ def dashboard_overview(
             "reward_video_coin_total": _sum(
                 CoinTransaction.amount,
                 CoinTransaction.amount > 0,
-                CoinTransaction.biz_type.in_(("reward_video", "ad_reward")),
+                CoinTransaction.biz_type.in_(REWARD_VIDEO_BIZ_TYPES),
             ),
             "reward_video_watch_count": _count(
                 AdRewardRecord,

app/admin/routers/admins.py

@@ -5,7 +5,7 @@ from fastapi import APIRouter, Depends, HTTPException, Request
 
 from app.admin.audit import write_audit
 from app.admin.deps import AdminDb, CurrentAdmin, get_client_ip, require_role
-from app.admin.permissions import CUSTOM_ROLE, SUPER_ADMIN_ROLE, sanitize_pages
+from app.admin.permissions import SUPER_ADMIN_ROLE
 from app.admin.repositories import admin_role as role_repo
 from app.admin.repositories import admin_user as admin_repo
 from app.admin.schemas.admin import AdminCreateRequest, AdminUpdateRequest
@@ -26,22 +26,14 @@ def _active_super_count(db: AdminDb) -> int:
 
 
 def _validate_role(db: AdminDb, role: str) -> None:
-    """角色必须是 super_admin / custom(自定义) / admin_role 表里已存在的角色,否则 400。"""
-    if role in (SUPER_ADMIN_ROLE, CUSTOM_ROLE):
+    """角色必须是 super_admin 或 admin_role 表里已存在的角色,否则 400。"""
+    if role == SUPER_ADMIN_ROLE:
         return
     role_repo.ensure_builtin_roles(db)  # 空表(测试/全新库)兜底播种,再校验
     if role_repo.get_role(db, role) is None:
         raise HTTPException(status_code=400, detail=f"角色不存在: {role}")
 
 
-def _clean_override(role: str, pages_override: list[str] | None) -> list[str] | None:
-    """按最终角色算出该存的 pages_override:custom → 勾选集(过滤非法 key,可空列表);
-    非 custom → None(切回普通角色即清空自定义页)。"""
-    if role == CUSTOM_ROLE:
-        return sanitize_pages(pages_override)
-    return None
-
-
 @router.get("", response_model=list[AdminOut], summary="管理员列表(含明文密码,super_admin 专属)")
 def list_admins(db: AdminDb) -> list[AdminOut]:
     out: list[AdminOut] = []
@@ -59,16 +51,13 @@ def create_admin(
     if admin_repo.get_by_username(db, body.username) is not None:
         raise HTTPException(status_code=409, detail="用户名已存在")
     _validate_role(db, body.role)
-    override = _clean_override(body.role, body.pages_override)
     new = admin_repo.create_admin(
         db, username=body.username, password=body.password, role=body.role,
         plain_password=body.password,  # UI 建的账号留存明文,供权限管理页复看
-        pages_override=override,
     )
     write_audit(
         db, admin, action="admin.create", target_type="admin", target_id=new.id,
-        detail={"username": new.username, "role": new.role, "pages_override": override},
-        ip=get_client_ip(request), commit=True,
+        detail={"username": new.username, "role": new.role}, ip=get_client_ip(request), commit=True,
     )
     return AdminOut.model_validate(new)
 
@@ -100,8 +89,7 @@ def update_admin(
         _validate_role(db, body.role)
 
     changes: dict = {}
-    role_changed = body.role is not None and body.role != target.role
-    if role_changed:
+    if body.role is not None and body.role != target.role:
         changes["role"] = {"before": target.role, "after": body.role}
         target.role = body.role
     if body.status is not None and body.status != target.status:
@@ -111,17 +99,6 @@ def update_admin(
         changes["password"] = "reset"
         target.password_hash = hash_password(body.password)
         target.plain_password = body.password  # 同步留存明文,权限管理页复看保持一致
-
-    # 自定义可见页:按「最终角色」(target.role,已应用完角色变更)决定该存什么。
-    # - 切到/维持 custom 且传了 pages_override → 用勾选集;切到 custom 没传 → 清成空列表。
-    # - 切回普通角色 → 清空 override(_clean_override 返回 None)。
-    # - 角色没变、只传 pages_override(编辑现有 custom 用户的勾选)→ 也更新。
-    if role_changed or body.pages_override is not None:
-        new_override = _clean_override(target.role, body.pages_override)
-        if new_override != target.pages_override:
-            changes["pages_override"] = {"before": target.pages_override, "after": new_override}
-            target.pages_override = new_override
-
     if not changes:
         raise HTTPException(status_code=400, detail="无任何变更字段")
     db.commit()

app/admin/routers/auth.py

@@ -6,7 +6,6 @@ import logging
 from fastapi import APIRouter, Depends, HTTPException
 
 from app.admin.deps import AdminDb, CurrentAdmin
-from app.admin.permissions import CUSTOM_ROLE, sanitize_pages
 from app.admin.repositories import admin_role as role_repo
 from app.admin.repositories import admin_user as admin_repo
 from app.admin.schemas.auth import AdminLoginRequest, AdminLoginResponse, AdminOut
@@ -20,13 +19,9 @@ router = APIRouter(prefix="/admin/api/auth", tags=["admin-auth"])
 
 
 def _admin_out_with_pages(admin, db: AdminDb) -> AdminOut:  # noqa: ANN001
-    """AdminOut + 有效可见页(前端左侧导航按此过滤)。
-    role=="custom" → 用这个人的 pages_override(按人自定义,过滤悬空 key);其余走角色解析。"""
+    """AdminOut + 当前角色有效可见页(前端左侧导航按此过滤)。"""
     out = AdminOut.model_validate(admin)
-    if admin.role == CUSTOM_ROLE:
-        out.pages = sanitize_pages(admin.pages_override)
-    else:
-        out.pages = role_repo.effective_pages_of(db, admin.role)
+    out.pages = role_repo.effective_pages_of(db, admin.role)
     return out
 
 

app/admin/routers/ops_marquee_seed.py

@@ -19,6 +19,8 @@ from app.admin.schemas.ops_marquee_seed import (
     OpsMarqueeSeedCreate,
     OpsMarqueeSeedOut,
     OpsMarqueeSeedUpdate,
+    OpsRealRecordItem,
+    OpsRealRecordsOut,
     OpsSavingsFeedPreviewOut,
 )
 from app.models.admin import AdminUser
@@ -68,6 +70,22 @@ def preview_feed(
     return OpsSavingsFeedPreviewOut(items=ops_marquee.get_feed(db, limit=limit, mode=mode))
 
 
+@router.get("/real-records", response_model=OpsRealRecordsOut, summary="分页浏览当前模式下可展示的记录(审核用)")
+def list_real_records(
+    db: AdminDb,
+    mode: Annotated[str | None, Query(description="mixed/real/seed;不传=当前持久化模式")] = None,
+    offset: Annotated[int, Query(ge=0)] = 0,
+    limit: Annotated[int, Query(ge=1, le=50)] = 8,
+) -> OpsRealRecordsOut:
+    """分页列出**当前模式**下可在 app 轮播展示的全部记录(**不去重**):只真实=真实记录;只种子=各启用
+    种子按生成逻辑各出一行;混播=真实+种子。与 app 同口径洗牌+去连簇,固定种子→翻页稳定、能翻遍全部。
+    item.user_id=0 表示种子行。"""
+    if mode is not None and mode not in ops_marquee.FEED_MODES:
+        raise HTTPException(status_code=400, detail="mode 需为 mixed / real / seed")
+    items, total = ops_marquee.list_real_records(db, mode=mode, offset=offset, limit=limit)
+    return OpsRealRecordsOut(items=[OpsRealRecordItem(**it) for it in items], total=total)
+
+
 # 注:/mode 两个端点须在 /{seed_id} 之前注册,否则 PATCH /mode 会被 /{seed_id} 抢先按 id 解析。
 @router.get("/mode", summary="首页轮播数据源模式(mixed/real/seed)")
 def get_feed_mode(db: AdminDb) -> dict:

app/admin/schemas/admin.py

@@ -13,18 +13,14 @@ class AdminCreateRequest(BaseModel):
     username: str = Field(..., min_length=3, max_length=64)
     password: str = Field(..., min_length=8, max_length=72)  # bcrypt ≤72 字节
     role: str = Field("operator", min_length=1, max_length=32)
-    # 仅当 role == "custom":这个人专属可见页 key 列表(逐页勾选结果)。其余角色不传/忽略。
-    pages_override: list[str] | None = None
 
 
 class AdminUpdateRequest(BaseModel):
-    """改角色 / 启用禁用 / 重置密码 / 自定义可见页,字段都可选(只改传了的)。"""
+    """改角色 / 启用禁用 / 重置密码,字段都可选(只改传了的)。"""
 
     role: str | None = Field(None, min_length=1, max_length=32)
     status: Literal["active", "disabled"] | None = None
     password: str | None = Field(None, min_length=8, max_length=72)
-    # 改成/更新「自定义」可见页;role 切回普通角色时后端会清空 override(见路由)。
-    pages_override: list[str] | None = None
 
 
 class AdminAuditLogOut(BaseModel):

app/admin/schemas/auth.py

@@ -21,11 +21,8 @@ class AdminOut(BaseModel):
     created_at: datetime
     last_login_at: datetime | None = None
     # 该管理员当前角色的有效可见页(= 左侧导航项 key);仅登录 / /me 填充,列表接口默认空。
-    # 前端据此过滤左侧导航(super_admin = 全部页;role=="custom" = pages_override)。见 permissions.py。
+    # 前端据此过滤左侧导航(super_admin = 全部页)。见 app/admin/permissions.py。
     pages: list[str] = []
-    # 「自定义」可见页原始勾选集(role=="custom" 时非空);列表接口下发,供权限管理页编辑回填勾选。
-    # 普通角色为 None。from_attributes 自动从 ORM 列取。
-    pages_override: list[str] | None = None
     # 明文登录密码:仅「管理员账号列表」(super_admin 专属路由)填充,供权限管理页编辑时复看;
     # 无留存(脚本建的超管 / 旧账号)为 None → 前端不显示。登录 / /me 不下发(保持 None)。
     password: str | None = None

app/admin/schemas/ops_marquee_seed.py

@@ -62,3 +62,16 @@ class OpsSavingsFeedPreviewItem(BaseModel):
 class OpsSavingsFeedPreviewOut(BaseModel):
     """运营预览:实际混播出来的 feed(真实记录会插队,与客户端一致)。"""
     items: list[OpsSavingsFeedPreviewItem]
+
+
+class OpsRealRecordItem(BaseModel):
+    masked_user: str          # 脱敏后展示名(与 app 一致)
+    saved_amount_cents: int   # 节省金额(分)
+    created_at: str           # 比价记录时间(YYYY-MM-DD HH:MM)
+    user_id: int              # 真实 user_id(供运营核对,不下发客户端)
+
+
+class OpsRealRecordsOut(BaseModel):
+    """分页浏览「全部可展示的真实记录」(success+省>0,不去重、稳定顺序)。"""
+    items: list[OpsRealRecordItem]
+    total: int                # 满足条件的真实记录总数(算页数用)

app/models/admin.py

@@ -28,11 +28,8 @@ class AdminUser(Base):
     # 明文登录密码:仅「后台 UI 创建/重置」的管理员留存,供超管在权限管理页复看转交。
     # 脚本/起后台时建的超管账号不写(为 None → 前端「不显示密码」)。⚠️ 内部工具便利取舍,见 create/list。
     plain_password: Mapped[str | None] = mapped_column(String(128), nullable=True)
-    # super_admin(全权+管账号)/ finance(钱:提现+金币)/ operator(用户+反馈+大盘)/ custom(按人自定义)
+    # super_admin(全权+管账号)/ finance(钱:提现+金币)/ operator(用户+反馈+大盘)
     role: Mapped[str] = mapped_column(String(20), nullable=False, default="operator")
-    # 「自定义」权限:仅当 role == "custom" 时有效,存这个人专属的可见页 key 列表(不共享给他人)。
-    # 非 custom 用户为 None → 可见页跟随角色。登录/`/me` 下发有效页时,非空即优先用它(见 auth._admin_out_with_pages)。
-    pages_override: Mapped[list | None] = mapped_column(_JSON, nullable=True)
     # active / disabled
     status: Mapped[str] = mapped_column(String(20), nullable=False, default="active")
 

app/repositories/ops_marquee.py

@@ -217,12 +217,28 @@ def _recent_real_rows(db: Session) -> list[tuple[int, int, str | None]]:
     return out
 
 
+def _shuffle_declustered(rows: list, rng: random.Random | None = None) -> list:
+    """洗牌 + 「去连簇」:先洗牌,再贪心重排让相邻两条尽量不是同一 user_id(元素 [0] 即 user_id)。
+    rng=None → 用全局 _rng(feed 每次新随机);传入 rng(如固定种子 Random)→ 排列确定(admin 稳定分页)。
+    减少同一用户连续出现;只有少数几个用户时 best-effort。"""
+    rng = rng or _rng
+    pool = list(rows)
+    rng.shuffle(pool)
+    result: list = []
+    while pool:
+        prev_uid = result[-1][0] if result else None
+        # 优先挑与上一条不同 user 的;挑不到(只剩同 user)才取第一个
+        idx = next((i for i, r in enumerate(pool) if r[0] != prev_uid), 0)
+        result.append(pool.pop(idx))
+    return result
+
+
 def get_feed(db: Session, limit: int = 8, mode: str | None = None) -> list[dict]:
     """返回最多 limit 条 {masked_user, saved_amount_cents, time(HH:MM:SS 北京)}。
 
     mode:显式传入(admin 预览指定模式)则用它、**不改持久化配置**;不传(客户端 /savings-feed)读
     持久化的 marquee_feed_mode;非法值一律回退到持久化模式。
-    真实条:success 且 0 < saved ≤ 上限,按 user 去重(同一用户只取最新一条,避免单人刷屏)。
+    真实条:success 且 0 < saved ≤ 上限,**不按 user 去重**(打乱 + 去连簇:相邻尽量不同用户、减少单人连刷)后取前 limit。
     不足用启用的种子补齐——**公平随机抽取** need 个(而非固定取前 N),让所有种子都有机会露出;
     种子用户名留空则随机合成(避开撞名),金额取**长尾随机**(小额居多、偶尔大额,更像真实分布)。
     真实 + 种子仍不满 limit → 内置合成条**补满**,保证轮播既不空也不稀疏。
@@ -235,19 +251,13 @@ def get_feed(db: Session, limit: int = 8, mode: str | None = None) -> list[dict]
     items: list[dict] = []
     used_names: set[str] = set()
 
-    # 真实条(mixed / real):取较多近期记录(带 ~30s 缓存)后按 user 去重;金额超上限的异常值已在查询剔除。
+    # 真实条(mixed / real):**不按 user 去重**——打乱 + 去连簇(相邻尽量不同用户、减少单人连刷)后取前
+    # limit;金额超上限的异常值已在查询剔除。同一用户可多条露出,但被打散、尽量不连续。
     if mode != "seed":
-        rows = _recent_real_rows(db)
-        seen_users: set[int] = set()
-        for uid, sc, nick in rows:
-            if uid in seen_users:
-                continue
-            seen_users.add(uid)
+        for uid, sc, nick in _shuffle_declustered(_recent_real_rows(db))[:limit]:
             name = _mask_real(nick, uid)
-            used_names.add(name)  # 真实名按昵称/id 稳定;偶发撞名可接受
+            used_names.add(name)  # 同一用户可多条,名字重复无害(used_names 仅供种子避重)
             items.append({"masked_user": name, "saved_amount_cents": int(sc)})
-            if len(items) >= limit:
-                break
 
     # 种子补位 + 合成兜底(mixed / seed):mixed 下补真实不足的部分,seed 下全量用种子/合成。
     # real 模式**跳过**——只出真实,不掺任何假数据(真实不足则少于 limit,为 0 时返回空)。
@@ -300,6 +310,78 @@ def get_feed(db: Session, limit: int = 8, mode: str | None = None) -> list[dict]
     return items
 
 
+# ===== admin 侧:分页浏览「当前模式下可展示的记录」(审核用,不去重) =====
+_REAL_BROWSE_CAP = 1000   # 真实记录一次最多纳入这么多去洗牌+分页(足够审核;防超大库全量洗牌)
+_BROWSE_SEED = 20260707   # 固定洗牌种子:同一批数据下排列恒定 → 翻页稳定、能翻遍全部
+
+
+def _seed_browse_row(seed: OpsMarqueeSeed) -> dict:
+    """把一条种子按其「生成逻辑」**确定性**生成一行浏览项(名字/金额按 seed.id 派生固定种子 → 翻页稳定)。
+    名字:运营手填的非模板名原样用,否则本地合成;金额:区间内确定性长尾取值。user_id=0(种子无真实用户)。"""
+    r = random.Random(_BROWSE_SEED * 1_000_003 + int(seed.id))
+    fixed = (seed.masked_user or "").strip()
+    name = fixed if (fixed and not fixed.startswith("用户****")) else _synth_name(r)
+    lo = max(0, int(seed.min_cents))
+    hi = max(lo, int(seed.max_cents))
+    amt = lo if hi <= lo else lo + int(round((hi - lo) * (r.random() ** 2.2)))
+    return {"masked_user": name, "saved_amount_cents": amt, "created_at": "", "user_id": 0}
+
+
+def list_real_records(
+    db: Session, mode: str | None = None, offset: int = 0, limit: int = 8
+) -> tuple[list[dict], int]:
+    """分页浏览「**当前模式**下可在 app 轮播展示的全部记录」,供 admin 逐页审核(**不去重**):
+      - 只真实:全部 success+省>0 的真实记录;
+      - 只种子:每条启用种子按生成逻辑各出一行;
+      - 混播:真实 + 种子 全部合在一起。
+    与 app 轮播同口径:先洗牌 + 去连簇(相邻尽量不同 user;种子各自独立、不算同 user);**固定种子** →
+    同批数据下排列恒定,翻页不跳、能翻遍全部。返回 (items, total);item.user_id=0 表示种子。"""
+    mode = mode if mode in FEED_MODES else get_feed_mode(db)
+    # pool: [(cluster_key, item)];cluster_key 供去连簇——真实=user_id、种子=各自唯一负数(互不聚簇)
+    pool: list[tuple[int, dict]] = []
+    if mode != "seed":
+        rows = db.execute(
+            select(
+                ComparisonRecord.user_id,
+                ComparisonRecord.saved_amount_cents,
+                User.nickname,
+                ComparisonRecord.created_at,
+            )
+            .join(User, User.id == ComparisonRecord.user_id)
+            .where(
+                ComparisonRecord.status == "success",
+                ComparisonRecord.saved_amount_cents > 0,
+                ComparisonRecord.saved_amount_cents <= _REAL_MAX_CENTS,
+            )
+            .order_by(ComparisonRecord.created_at.desc())
+            .limit(_REAL_BROWSE_CAP)
+        ).all()
+        for uid, sc, nick, ca in rows:
+            pool.append((
+                int(uid),
+                {
+                    "masked_user": _mask_real(nick, int(uid)),
+                    "saved_amount_cents": int(sc),
+                    "created_at": str(ca)[:16] if ca is not None else "",
+                    "user_id": int(uid),
+                },
+            ))
+    if mode != "real":
+        seeds = (
+            db.execute(select(OpsMarqueeSeed).where(OpsMarqueeSeed.enabled.is_(True)))
+            .scalars()
+            .all()
+        )
+        for i, s in enumerate(seeds):
+            pool.append((-(i + 1), _seed_browse_row(s)))  # 每个种子唯一 key → 互不聚簇
+    total = len(pool)
+    # 每次用同一固定种子新建 Random → 同批数据排列恒定(翻页稳定);同时相邻尽量不同 user。
+    ordered = _shuffle_declustered(pool, random.Random(_BROWSE_SEED))
+    off = max(0, offset)
+    items = [item for _key, item in ordered[off : off + limit]]
+    return items, total
+
+
 # ===== 运营侧:种子 CRUD =====
 def list_seeds(db: Session) -> list[OpsMarqueeSeed]:
     return list(

tests/test_admin_read.py

@@ -320,3 +320,92 @@ def test_read_apis_require_auth(admin_client: TestClient) -> None:
         "/admin/api/feedbacks",
     ]:
         assert admin_client.get(path).status_code == 401, path
+
+
+def test_period_comparison_reward_coin_from_feed_scene(
+    admin_client: TestClient, admin_token: str
+) -> None:
+    """比价奖励金币口径:按 ad_feed_reward_record.feed_scene='comparison' 的实发金币
+    (status=granted)汇总,而非查从不写入的 biz_type 桶(修复大盘该卡恒 0)。
+    too_short(未发奖)不计。"""
+    from app.models.ad_feed_reward import AdFeedRewardRecord
+
+    d = "2021-06-15"  # 独立历史日,隔离其它用例数据
+    db = SessionLocal()
+    try:
+        uid = user_repo.upsert_user_for_login(db, phone="13800008801", register_channel="sms").id
+        db.add(AdFeedRewardRecord(
+            client_event_id="cmp-fs-granted", user_id=uid, reward_date=d,
+            ecpm_raw="0", coin=123, feed_scene="comparison", status="granted",
+        ))
+        db.add(AdFeedRewardRecord(
+            client_event_id="cmp-fs-tooshort", user_id=uid, reward_date=d,
+            ecpm_raw="0", coin=99, feed_scene="comparison", status="too_short",
+        ))
+        db.commit()
+    finally:
+        db.close()
+
+    r = admin_client.get(
+        "/admin/api/stats/overview", params={"date_from": d, "date_to": d},
+        headers=_auth(admin_token),
+    )
+    assert r.status_code == 200, r.text
+    assert r.json()["period"]["coins"]["comparison_reward_coin_total"] == 123
+
+
+def test_period_coupon_reward_coin_from_feed_scene(
+    admin_client: TestClient, admin_token: str
+) -> None:
+    """领券奖励金币口径:按 ad_feed_reward_record.feed_scene='coupon' 的实发金币汇总。"""
+    from app.models.ad_feed_reward import AdFeedRewardRecord
+
+    d = "2021-06-16"
+    db = SessionLocal()
+    try:
+        uid = user_repo.upsert_user_for_login(db, phone="13800008802", register_channel="sms").id
+        db.add(AdFeedRewardRecord(
+            client_event_id="cpn-fs-granted", user_id=uid, reward_date=d,
+            ecpm_raw="0", coin=456, feed_scene="coupon", status="granted",
+        ))
+        db.commit()
+    finally:
+        db.close()
+
+    r = admin_client.get(
+        "/admin/api/stats/overview", params={"date_from": d, "date_to": d},
+        headers=_auth(admin_token),
+    )
+    assert r.status_code == 200, r.text
+    assert r.json()["period"]["coins"]["coupon_reward_coin_total"] == 456
+
+
+def test_period_coupon_reward_excludes_reward_video(
+    admin_client: TestClient, admin_token: str
+) -> None:
+    """领券奖励金币不再把激励视频金币算进来(reward_video/ad_reward 从领券桶拆出);
+    激励视频仍单独计入 reward_video_coin_total。"""
+    from datetime import datetime
+
+    from app.models.wallet import CoinTransaction
+
+    d = "2021-06-17"
+    db = SessionLocal()
+    try:
+        uid = user_repo.upsert_user_for_login(db, phone="13800008803", register_channel="sms").id
+        db.add(CoinTransaction(
+            user_id=uid, amount=50, balance_after=50, biz_type="reward_video",
+            ref_id="rv-split-1", created_at=datetime(2021, 6, 17, 12, 0, 0),
+        ))
+        db.commit()
+    finally:
+        db.close()
+
+    r = admin_client.get(
+        "/admin/api/stats/overview", params={"date_from": d, "date_to": d},
+        headers=_auth(admin_token),
+    )
+    assert r.status_code == 200, r.text
+    coins = r.json()["period"]["coins"]
+    assert coins["coupon_reward_coin_total"] == 0        # 激励视频不计入领券奖励
+    assert coins["reward_video_coin_total"] == 50        # 仍计入激励视频卡

tests/test_admin_roles.py

@@ -150,80 +150,3 @@ def test_create_admin_rejects_unknown_role(admin_client, super_token) -> None:
         headers=_auth(super_token),
     )
     assert r.status_code == 400
-
-
-def _login_pages(username: str, password: str = "pass1234") -> list[str]:
-    """以某账号登录,取下发的有效可见页(左侧导航过滤依据)。"""
-    c = TestClient(admin_app)
-    return c.post(
-        "/admin/api/auth/login", json={"username": username, "password": password}
-    ).json()["admin"]["pages"]
-
-
-def test_custom_role_create_pages_take_effect(admin_client, super_token) -> None:
-    # 建「自定义」账号:role=custom + 勾选页(含一个非法 key,应被过滤)
-    r = admin_client.post(
-        "/admin/api/admins",
-        json={
-            "username": "cust_user", "password": "pass1234", "role": "custom",
-            "pages_override": ["dashboard", "withdraws", "xx-bad"],
-        },
-        headers=_auth(super_token),
-    )
-    assert r.status_code == 200, r.text
-    # 登录下发的 pages == 勾选集(非法 key 过滤),真正驱动左侧导航
-    assert set(_login_pages("cust_user")) == {"dashboard", "withdraws"}
-    # 账号列表回显原始勾选集(供编辑回填),同样已过滤
-    admins = {a["username"]: a for a in admin_client.get("/admin/api/admins", headers=_auth(super_token)).json()}
-    assert set(admins["cust_user"]["pages_override"]) == {"dashboard", "withdraws"}
-    assert admins["cust_user"]["role"] == "custom"
-
-
-def test_custom_role_update_and_switch_back_clears_override(admin_client, super_token) -> None:
-    admin_client.post(
-        "/admin/api/admins",
-        json={
-            "username": "cust_sw", "password": "pass1234", "role": "custom",
-            "pages_override": ["dashboard"],
-        },
-        headers=_auth(super_token),
-    )
-    aid = next(
-        a["id"] for a in admin_client.get("/admin/api/admins", headers=_auth(super_token)).json()
-        if a["username"] == "cust_sw"
-    )
-    # 只改勾选集(角色不变)→ 生效
-    u = admin_client.patch(
-        f"/admin/api/admins/{aid}", json={"pages_override": ["dashboard", "feedbacks"]},
-        headers=_auth(super_token),
-    )
-    assert u.status_code == 200, u.text
-    assert set(_login_pages("cust_sw")) == {"dashboard", "feedbacks"}
-    # 切回普通角色 operator → override 清空,pages 跟随角色(运营页集,且不含 admins)
-    u2 = admin_client.patch(
-        f"/admin/api/admins/{aid}", json={"role": "operator"}, headers=_auth(super_token)
-    )
-    assert u2.status_code == 200, u2.text
-    admins = {a["username"]: a for a in admin_client.get("/admin/api/admins", headers=_auth(super_token)).json()}
-    assert admins["cust_sw"]["pages_override"] is None
-    pages = set(_login_pages("cust_sw"))
-    assert "feedbacks" in pages and "admins" not in pages  # 运营口径,自定义页已不生效
-
-
-def test_switch_operator_to_custom_sets_override(admin_client, super_token) -> None:
-    admin_client.post(
-        "/admin/api/admins",
-        json={"username": "op2cust", "password": "pass1234", "role": "operator"},
-        headers=_auth(super_token),
-    )
-    aid = next(
-        a["id"] for a in admin_client.get("/admin/api/admins", headers=_auth(super_token)).json()
-        if a["username"] == "op2cust"
-    )
-    u = admin_client.patch(
-        f"/admin/api/admins/{aid}",
-        json={"role": "custom", "pages_override": ["config"]},
-        headers=_auth(super_token),
-    )
-    assert u.status_code == 200, u.text
-    assert set(_login_pages("op2cust")) == {"config"}