Merge pull request #4 from TelegramExchange/analytics-update

feat: update analytics

src/adapter/postgres.py

@@ -559,17 +559,13 @@ class Postgres(DatabaseBase):
     async def get_subscription_by_subscriber_and_placement_post(
         telegram_user_id: uuid.UUID, placement_post_id: uuid.UUID
     ) -> domain.Subscription | None:
-        return await domain.Subscription.get_or_none(
-            telegram_user_id=telegram_user_id, placement_id=placement_post_id
-        )
+        return await domain.Subscription.get_or_none(telegram_user_id=telegram_user_id, placement_id=placement_post_id)
 
     @staticmethod
     async def get_subscription_by_subscriber_and_placement(
         telegram_user_id: uuid.UUID, placement_id: uuid.UUID
     ) -> domain.Subscription | None:
-        return await domain.Subscription.get_or_none(
-            telegram_user_id=telegram_user_id, placement_id=placement_id
-        )
+        return await domain.Subscription.get_or_none(telegram_user_id=telegram_user_id, placement_id=placement_id)
 
     @staticmethod
     async def update_subscription(subscription: domain.Subscription) -> None:
@@ -792,15 +788,19 @@ class Postgres(DatabaseBase):
     @staticmethod
     async def get_next_post_after(channel_id: uuid.UUID, message_id: int) -> domain.Post | None:
         """Get first post in channel after the given message_id."""
-        return await domain.Post.filter(
+        return (
+            await domain.Post.filter(
                 channel_id=channel_id,
                 message_id__gt=message_id,
                 deleted_from_channel_at__isnull=True,
-        ).order_by('message_id').first()
+            )
+            .order_by('message_id')
+            .first()
+        )
 
     @staticmethod
     async def get_next_posts_after_batch(
-        channel_message_pairs: list[tuple[uuid.UUID, int]]
+        channel_message_pairs: list[tuple[uuid.UUID, int]],
     ) -> dict[tuple[uuid.UUID, int], domain.Post]:
         """Batch version: get next post for each (channel_id, message_id) pair."""
         if not channel_message_pairs:
@@ -808,12 +808,220 @@ class Postgres(DatabaseBase):
 
         results: dict[tuple[uuid.UUID, int], domain.Post] = {}
         for channel_id, message_id in channel_message_pairs:
-            next_post = await domain.Post.filter(
+            next_post = (
+                await domain.Post.filter(
                     channel_id=channel_id,
                     message_id__gt=message_id,
                     deleted_from_channel_at__isnull=True,
-            ).order_by('message_id').first()
+                )
+                .order_by('message_id')
+                .first()
+            )
             if next_post:
                 results[(channel_id, message_id)] = next_post
 
         return results
+
+    @staticmethod
+    async def get_workspace_placements_for_analytics(
+        workspace_id: uuid.UUID,
+        project_ids: list[uuid.UUID] | None = None,
+        channel_ids: list[uuid.UUID] | None = None,
+        creative_ids: list[uuid.UUID] | None = None,
+        status_list: list[str] | None = None,
+        cost_types: list[str] | None = None,
+        placement_types: list[str] | None = None,
+        invite_link_types: list[str] | None = None,
+        cost_min: float | None = None,
+        cost_max: float | None = None,
+        views_min: int | None = None,
+        views_max: int | None = None,
+        subscriptions_min: int | None = None,
+        subscriptions_max: int | None = None,
+        cpm_min: float | None = None,
+        cpm_max: float | None = None,
+        channel_title_contains: str | None = None,
+        creative_name_contains: str | None = None,
+        comment_contains: str | None = None,
+        placement_date_from: datetime.datetime | None = None,
+        placement_date_to: datetime.datetime | None = None,
+        sort_by: str = 'created_at',
+        sort_direction: str = 'desc',
+        offset: int = 0,
+        limit: int = 50,
+        include_archived: bool = False,
+        allowed_project_ids: set[uuid.UUID] | None = None,
+    ) -> list[domain.Placement]:
+        """Get placements for analytics with flexible filtering, sorting, and pagination."""
+        from tortoise.queryset import QuerySet
+
+        query: QuerySet[domain.Placement] = domain.Placement.filter(
+            project__workspace_id=workspace_id,
+        )
+
+        if project_ids:
+            query = query.filter(project_id__in=project_ids)
+        elif allowed_project_ids is not None:
+            if not allowed_project_ids:
+                return []
+            query = query.filter(project_id__in=list(allowed_project_ids))
+
+        if channel_ids:
+            query = query.filter(channel_id__in=channel_ids)
+
+        if creative_ids:
+            query = query.filter(creative_id__in=creative_ids)
+
+        if status_list:
+            query = query.filter(status__in=status_list)
+
+        if cost_types:
+            query = query.filter(cost_type__in=cost_types)
+
+        if placement_types:
+            query = query.filter(placement_type__in=placement_types)
+
+        if invite_link_types:
+            query = query.filter(invite_link_type__in=invite_link_types)
+
+        if cost_min is not None:
+            query = query.filter(cost_value__gte=cost_min)
+        if cost_max is not None:
+            query = query.filter(cost_value__lte=cost_max)
+
+        if placement_date_from:
+            query = query.filter(placement_at__gte=placement_date_from)
+        if placement_date_to:
+            query = query.filter(placement_at__lte=placement_date_to)
+
+        if channel_title_contains:
+            query = query.filter(channel__title__icontains=channel_title_contains)
+
+        if creative_name_contains:
+            query = query.filter(creative__name__icontains=creative_name_contains)
+
+        if comment_contains:
+            query = query.filter(comment__icontains=comment_contains)
+
+        elif not include_archived:
+            query = query.filter(
+                status__in=[
+                    domain.PlacementStatus.NO_STATUS,
+                    domain.PlacementStatus.WRITE,
+                    domain.PlacementStatus.WAITING_RESPONSE,
+                    domain.PlacementStatus.TERMS_APPROVAL,
+                    domain.PlacementStatus.TO_PAY,
+                    domain.PlacementStatus.PAID,
+                ]
+            )
+
+        valid_sort_fields = ['created_at', 'updated_at', 'placement_at', 'cost_value']
+        if sort_by not in valid_sort_fields:
+            sort_by = 'created_at'
+
+        if sort_direction == 'asc':
+            query = query.order_by(sort_by)
+        else:
+            query = query.order_by(f'-{sort_by}')
+
+        return (
+            await query.prefetch_related(
+                'project',
+                'project__channel',
+                'channel',
+                'creative',
+                'placement_posts',
+                'placement_posts__post',
+                'placement_posts__post__channel',
+            )
+            .offset(offset)
+            .limit(limit)
+            .all()
+        )
+
+    @staticmethod
+    async def count_workspace_placements_for_analytics(
+        workspace_id: uuid.UUID,
+        project_ids: list[uuid.UUID] | None = None,
+        channel_ids: list[uuid.UUID] | None = None,
+        creative_ids: list[uuid.UUID] | None = None,
+        status_list: list[str] | None = None,
+        cost_types: list[str] | None = None,
+        placement_types: list[str] | None = None,
+        invite_link_types: list[str] | None = None,
+        cost_min: float | None = None,
+        cost_max: float | None = None,
+        views_min: int | None = None,
+        views_max: int | None = None,
+        subscriptions_min: int | None = None,
+        subscriptions_max: int | None = None,
+        cpm_min: float | None = None,
+        cpm_max: float | None = None,
+        channel_title_contains: str | None = None,
+        creative_name_contains: str | None = None,
+        comment_contains: str | None = None,
+        placement_date_from: datetime.datetime | None = None,
+        placement_date_to: datetime.datetime | None = None,
+        include_archived: bool = False,
+        allowed_project_ids: set[uuid.UUID] | None = None,
+    ) -> int:
+        """Count placements for analytics with flexible filtering."""
+        query = domain.Placement.filter(project__workspace_id=workspace_id)
+
+        if project_ids:
+            query = query.filter(project_id__in=project_ids)
+        elif allowed_project_ids is not None:
+            if not allowed_project_ids:
+                return 0
+            query = query.filter(project_id__in=list(allowed_project_ids))
+
+        if channel_ids:
+            query = query.filter(channel_id__in=channel_ids)
+
+        if creative_ids:
+            query = query.filter(creative_id__in=creative_ids)
+
+        if status_list:
+            query = query.filter(status__in=status_list)
+
+        if cost_types:
+            query = query.filter(cost_type__in=cost_types)
+
+        if placement_types:
+            query = query.filter(placement_type__in=placement_types)
+
+        if invite_link_types:
+            query = query.filter(invite_link_type__in=invite_link_types)
+
+        if cost_min is not None:
+            query = query.filter(cost_value__gte=cost_min)
+        if cost_max is not None:
+            query = query.filter(cost_value__lte=cost_max)
+
+        if placement_date_from:
+            query = query.filter(placement_at__gte=placement_date_from)
+        if placement_date_to:
+            query = query.filter(placement_at__lte=placement_date_to)
+
+        if channel_title_contains:
+            query = query.filter(channel__title__icontains=channel_title_contains)
+
+        if creative_name_contains:
+            query = query.filter(creative__name__icontains=creative_name_contains)
+
+        if comment_contains:
+            query = query.filter(comment__icontains=comment_contains)
+
+        elif not include_archived:
+            query = query.filter(
+                status__in=[
+                    domain.PlacementStatus.NO_STATUS,
+                    domain.PlacementStatus.WRITE,
+                    domain.PlacementStatus.WAITING_RESPONSE,
+                    domain.PlacementStatus.TERMS_APPROVAL,
+                    domain.PlacementStatus.TO_PAY,
+                    domain.PlacementStatus.PAID,
+                ]
+            )
+
+        return await query.count()

src/controller/http_v1/analytics.py

@@ -16,23 +16,71 @@ analytics_router = APIRouter(prefix='/workspaces/{workspace_id}/analytics', tags
 async def get_placements_analytics(
     workspace_id: uuid.UUID,
     current_user: Annotated[JWTPayload, Depends(deps.get_current_user)],
-    project_id: uuid.UUID | None = None,
-    placement_channel_id: uuid.UUID | None = None,
-    creative_id: uuid.UUID | None = None,
-    date_from: datetime.datetime | None = None,
-    date_to: datetime.datetime | None = None,
-) -> Page[dto.PlacementAnalyticsOutput]:
+    # Categorical filters - accept both list and comma-separated string
+    project_ids: list[uuid.UUID] | None = None,
+    status_list: str | None = None,
+    placement_channel_ids: list[uuid.UUID] | None = None,
+    creative_ids: list[uuid.UUID] | None = None,
+    cost_types: str | None = None,
+    placement_types: str | None = None,
+    invite_link_types: str | None = None,
+    # Numeric filters
+    cost_min: float | None = None,
+    cost_max: float | None = None,
+    views_min: int | None = None,
+    views_max: int | None = None,
+    subscriptions_min: int | None = None,
+    subscriptions_max: int | None = None,
+    cpm_min: float | None = None,
+    cpm_max: float | None = None,
+    # Text filters
+    channel_title_contains: str | None = None,
+    creative_name_contains: str | None = None,
+    comment_contains: str | None = None,
+    # Date filters
+    placement_date_from: datetime.datetime | None = None,
+    placement_date_to: datetime.datetime | None = None,
+    # Pagination and sorting
+    sort_by: str | None = 'created_at',
+    sort_direction: str = 'desc',
+    page: int = 1,
+    size: int = 50,
+) -> dto.GetPlacementsAnalyticsOutput:
+    # Parse comma-separated lists
+    parsed_status_list = status_list.split(',') if status_list else None
+    parsed_cost_types = cost_types.split(',') if cost_types else None
+    parsed_placement_types = placement_types.split(',') if placement_types else None
+    parsed_invite_link_types = invite_link_types.split(',') if invite_link_types else None
+
     input = dto.GetPlacementsAnalyticsInput(
         user_id=current_user.user_id,
         workspace_id=workspace_id,
-        project_id=project_id,
-        placement_channel_id=placement_channel_id,
-        creative_id=creative_id,
-        date_from=date_from,
-        date_to=date_to,
+        project_ids=project_ids,
+        status_list=parsed_status_list,
+        placement_channel_ids=placement_channel_ids,
+        creative_ids=creative_ids,
+        cost_types=parsed_cost_types,
+        placement_types=parsed_placement_types,
+        invite_link_types=parsed_invite_link_types,
+        cost_min=cost_min,
+        cost_max=cost_max,
+        views_min=views_min,
+        views_max=views_max,
+        subscriptions_min=subscriptions_min,
+        subscriptions_max=subscriptions_max,
+        cpm_min=cpm_min,
+        cpm_max=cpm_max,
+        channel_title_contains=channel_title_contains,
+        creative_name_contains=creative_name_contains,
+        comment_contains=comment_contains,
+        placement_date_from=placement_date_from,
+        placement_date_to=placement_date_to,
+        sort_by=sort_by,
+        sort_direction=sort_direction,
+        page=page,
+        size=size,
     )
-    result = await deps.get_usecase().get_placements_analytics(input)
-    return paginate(result)  # type: ignore[no-any-return]
+    return await deps.get_usecase().get_placements_analytics(input)
 
 
 @analytics_router.get('/creatives')

src/dto/analytics.py

@@ -39,19 +39,101 @@ class ProjectMetrics(StrEnum):
 class PlacementAnalyticsOutput(pydantic.BaseModel):
     id: uuid.UUID
     project_id: uuid.UUID
-    project_channel_title: str
-    placement_channel_id: uuid.UUID
-    placement_channel_title: str
-    creative_id: uuid.UUID
-    creative_name: str
-    placement_date: datetime.datetime
-    cost: float | None
-    subscriptions_count: int
-    unsubscriptions_count: int
-    views_count: int | None
-    cpf: float | None
-    cpm: float | None
+    project_title: str
+    channel_id: uuid.UUID
+    channel_title: str
+    creative_id: uuid.UUID | None = None
+    creative_name: str | None = None
+    cost: float | None = None
+    cost_type: domain.CostType = domain.CostType.FIXED
+    cost_before_bargain: float | None = None
+    payment_at: datetime.datetime | None = None
+    placement_type: domain.PlacementType | None = None
+    comment: str | None = None
+    format: str | None = None
+    invite_link_type: domain.InviteLinkType | None = None
+    placement_date: datetime.datetime | None = None
+    subscriptions_count: int = 0
+    views_count: int | None = None
+    cpf: float | None = None
+    cpm: float | None = None
+    time_on_top: int | None = None
+    time_in_feed: int | None = None
+    invite_link: str | None = None
+    invite_link_created_at: datetime.datetime | None = None
     post_url: str | None = None
+    post_deleted_at: datetime.datetime | None = None
+    conversion_24h: float | None = None
+    conversion_48h: float | None = None
+    conversion_total: float | None = None
+    unsubscriptions_count: int = 0
+    unsub_percent: float | None = None
+    total_active: int = 0
+
+
+class GetPlacementsAnalyticsInput(pydantic.BaseModel):
+    user_id: uuid.UUID
+    workspace_id: uuid.UUID
+
+    # Categorical filters (multiple selection)
+    project_ids: list[uuid.UUID] | None = None
+    status_list: list[str] | None = None
+    placement_channel_ids: list[uuid.UUID] | None = None
+    creative_ids: list[uuid.UUID] | None = None
+    cost_types: list[str] | None = None
+    placement_types: list[str] | None = None
+    invite_link_types: list[str] | None = None
+
+    # Numeric filters (ranges)
+    cost_min: float | None = None
+    cost_max: float | None = None
+    views_min: int | None = None
+    views_max: int | None = None
+    subscriptions_min: int | None = None
+    subscriptions_max: int | None = None
+    cpm_min: float | None = None
+    cpm_max: float | None = None
+    cpf_min: float | None = None
+    cpf_max: float | None = None
+    discount_min: float | None = None
+    discount_max: float | None = None
+    conversion_24h_min: float | None = None
+    conversion_24h_max: float | None = None
+    conversion_48h_min: float | None = None
+    conversion_48h_max: float | None = None
+    conversion_total_min: float | None = None
+    conversion_total_max: float | None = None
+    unsub_percent_min: float | None = None
+    unsub_percent_max: float | None = None
+    time_on_top_min: int | None = None
+    time_on_top_max: int | None = None
+    time_in_feed_min: int | None = None
+    time_in_feed_max: int | None = None
+
+    # Text filters (substring)
+    channel_title_contains: str | None = None
+    creative_name_contains: str | None = None
+    comment_contains: str | None = None
+
+    # Date filters
+    placement_date_from: datetime.datetime | None = None
+    placement_date_to: datetime.datetime | None = None
+    payment_date_from: datetime.datetime | None = None
+    payment_date_to: datetime.datetime | None = None
+
+    # Pagination and sorting
+    sort_by: str | None = 'created_at'
+    sort_direction: str = 'desc'
+    page: int = 1
+    size: int = 50
+
+
+class GetPlacementsAnalyticsOutput(pydantic.BaseModel):
+    items: list[PlacementAnalyticsOutput]
+    total: int
+    page: int
+    size: int
+    pages: int
 
 
 class CreativeAnalyticsOutput(pydantic.BaseModel):
@@ -78,20 +160,6 @@ class ChannelAnalyticsOutput(pydantic.BaseModel):
     avg_cpm: float | None
 
 
-class GetPlacementsAnalyticsInput(pydantic.BaseModel):
-    user_id: uuid.UUID
-    workspace_id: uuid.UUID
-    project_id: uuid.UUID | None = None
-    placement_channel_id: uuid.UUID | None = None
-    creative_id: uuid.UUID | None = None
-    date_from: datetime.datetime | None = None
-    date_to: datetime.datetime | None = None
-
-
-class GetPlacementsAnalyticsOutput(pydantic.BaseModel):
-    placements: list[PlacementAnalyticsOutput]
-
-
 class GetCreativesAnalyticsInput(pydantic.BaseModel):
     user_id: uuid.UUID
     workspace_id: uuid.UUID

src/usecase/analytics/get_placements_analytics.py

@@ -10,20 +10,6 @@ if TYPE_CHECKING:
 log = logging.getLogger(__name__)
 
 
-def _get_placement_date(placement_post: domain.PlacementPost) -> datetime.datetime:
-    placement = placement_post.placement
-    if placement and placement.placement_at:
-        return placement.placement_at
-    if placement_post.post and placement_post.post.created_at:
-        return placement_post.post.created_at
-    return placement_post.created_at
-
-
-def _get_cost(placement_post: domain.PlacementPost) -> float | None:
-    placement = placement_post.placement
-    return placement.cost_value if placement else None
-
-
 def _calculate_cpf(cost: float | None, subscriptions: int) -> float | None:
     if cost is None or subscriptions == 0:
         return None
@@ -36,86 +22,207 @@ def _calculate_cpm(cost: float | None, views: int | None) -> float | None:
     return (cost / views) * 1000
 
 
+def _calculate_discount_percent(cost: float | None, cost_before: float | None) -> float | None:
+    if cost is None or cost_before is None or cost_before == 0:
+        return None
+    return ((cost_before - cost) / cost_before) * 100
+
+
 async def get_placements_analytics(
     self: 'Usecase', input: dto.GetPlacementsAnalyticsInput
-) -> list[dto.PlacementAnalyticsOutput]:
+) -> dto.GetPlacementsAnalyticsOutput:
     context = await self.ensure_analytics_permission(input.workspace_id, input.user_id)
 
     allowed_project_ids = context.allowed_project_ids(domain.PermissionKey.ANALYTICS_READ)
     hide_subscriptions = context.should_hide_subscriptions()
 
-    if input.project_id:
-        project = await self.database.get_project(input.workspace_id, input.project_id)
+    # Filter by project permissions
+    project_ids = input.project_ids
+    if project_ids:
+        # Verify all requested projects exist and user has access
+        for pid in project_ids:
+            project = await self.database.get_project(input.workspace_id, pid)
             if not project:
-            raise domain.ProjectNotFound(input.project_id)
+                raise domain.ProjectNotFound(pid)
         allowed_project_ids = None
 
-    placements = await self.database.get_workspace_placement_posts(
+    placements = await self.database.get_workspace_placements_for_analytics(
         workspace_id=input.workspace_id,
-        project_id=input.project_id,
-        placement_channel_id=input.placement_channel_id,
-        creative_id=input.creative_id,
-        date_from=input.date_from,
-        date_to=input.date_to,
+        project_ids=project_ids or input.project_ids,
+        channel_ids=input.placement_channel_ids,
+        creative_ids=input.creative_ids,
+        status_list=input.status_list,
+        cost_types=input.cost_types,
+        placement_types=input.placement_types,
+        invite_link_types=input.invite_link_types,
+        cost_min=input.cost_min,
+        cost_max=input.cost_max,
+        views_min=input.views_min,
+        views_max=input.views_max,
+        subscriptions_min=input.subscriptions_min,
+        subscriptions_max=input.subscriptions_max,
+        cpm_min=input.cpm_min,
+        cpm_max=input.cpm_max,
+        channel_title_contains=input.channel_title_contains,
+        creative_name_contains=input.creative_name_contains,
+        comment_contains=input.comment_contains,
+        placement_date_from=input.placement_date_from,
+        placement_date_to=input.placement_date_to,
+        sort_by=input.sort_by or 'created_at',
+        sort_direction=input.sort_direction or 'desc',
+        offset=(input.page - 1) * input.size,
+        limit=input.size,
         include_archived=False,
         allowed_project_ids=allowed_project_ids,
-        has_post=True,
     )
 
-    if not placements:
-        return []
+    total = await self.database.count_workspace_placements_for_analytics(
+        workspace_id=input.workspace_id,
+        project_ids=project_ids or input.project_ids,
+        channel_ids=input.placement_channel_ids,
+        creative_ids=input.creative_ids,
+        status_list=input.status_list,
+        cost_types=input.cost_types,
+        placement_types=input.placement_types,
+        invite_link_types=input.invite_link_types,
+        cost_min=input.cost_min,
+        cost_max=input.cost_max,
+        views_min=input.views_min,
+        views_max=input.views_max,
+        subscriptions_min=input.subscriptions_min,
+        subscriptions_max=input.subscriptions_max,
+        cpm_min=input.cpm_min,
+        cpm_max=input.cpm_max,
+        channel_title_contains=input.channel_title_contains,
+        creative_name_contains=input.creative_name_contains,
+        comment_contains=input.comment_contains,
+        placement_date_from=input.placement_date_from,
+        placement_date_to=input.placement_date_to,
+        include_archived=False,
+        allowed_project_ids=allowed_project_ids,
+    )
 
-    # Batch fetch views data for all posts
-    post_ids = [p.post.id for p in placements if p.post]
+    placement_post_ids = [p.id for p in placements]
+    post_ids = (
+        [
+            p.post.id
+            for p in placements
+            if hasattr(p, 'placement_posts') and p.placement_posts and p.placement_posts[0].post
+        ]
+        if placements
+        else []
+    )
     views_map = await self.database.get_latest_views_data_batch(post_ids) if post_ids else {}
-
-    # Batch fetch subscriptions counts
-    placement_ids = [p.id for p in placements]
-    subscriptions_counts = await self.database.count_subscriptions_by_placement_post_batch(placement_ids)
-    unsubscriptions_counts = await self.database.count_unsubscriptions_by_placement_post_batch(placement_ids)
+    subscriptions_counts = (
+        await self.database.count_subscriptions_by_placement_post_batch(placement_post_ids)
+        if placement_post_ids
+        else {}
+    )
+    unsubscriptions_counts = (
+        await self.database.count_unsubscriptions_by_placement_post_batch(placement_post_ids)
+        if placement_post_ids
+        else {}
+    )
 
     results: list[dto.PlacementAnalyticsOutput] = []
-    for placement_post in placements:
-        placement = placement_post.placement
-        if not placement or not placement.project or not placement.channel or not placement.creative:
-            log.warning('PlacementPost %s missing placement data', placement_post.id)
-            continue
-        if not placement.project.channel:
-            log.warning('Placement %s missing project channel', placement.id)
+    for placement in placements:
+        placement_post = placement.placement_posts[0] if placement.placement_posts else None
+
+        project = placement.project
+        channel = placement.channel
+        creative = placement.creative
+
+        if not project or not channel:
+            log.warning('Placement %s missing project or channel', placement.id)
             continue
 
-        # Generate post URL
-        post_url = None
-        if placement_post.post:
-            post = placement_post.post
-            if post.channel.username:
-                post_url = f'https://t.me/{post.channel.username}/{post.message_id}'
+        cost_value = placement.cost_value
+        cost_type = placement.cost_type if placement.cost_type else domain.CostType.FIXED
+        cost_before = placement.cost_before_bargain
+
+        subs_count = 0
+        if placement_post and not hide_subscriptions:
+            subs_count = subscriptions_counts.get(placement_post.id, 0)
+
+        unsubs_count = 0
+        if placement_post and not hide_subscriptions:
+            unsubs_count = unsubscriptions_counts.get(placement_post.id, 0)
 
-        cost = _get_cost(placement_post)
-        subs_count = 0 if hide_subscriptions else subscriptions_counts.get(placement_post.id, 0)
-        unsubs_count = 0 if hide_subscriptions else unsubscriptions_counts.get(placement_post.id, 0)
-        if placement_post.post and placement_post.post.id in views_map:
-            views_count = views_map[placement_post.post.id][0]
-        else:
         views_count = None
-        cpf = None if hide_subscriptions else _calculate_cpf(cost, subs_count)
+        if placement_post and placement_post.post:
+            post_id = placement_post.post.id
+            if post_id in views_map:
+                views_count = views_map[post_id][0]
+
+        cpm_value = _calculate_cpm(cost_value, views_count)
+        cpf_value = None if hide_subscriptions else _calculate_cpf(cost_value, subs_count)
+        discount_percent = _calculate_discount_percent(cost_value, cost_before)
+
+        conversion_24h = None
+        conversion_48h = None
+        conversion_total = None
+        if placement_post and views_count and views_count > 0 and not hide_subscriptions:
+            if subs_count > 0:
+                conversion_total = (subs_count / views_count) * 100
+
+        total_subs = subs_count + unsubs_count
+        unsub_percent = None if total_subs == 0 else (unsubs_count / total_subs) * 100
+
+        total_active = subs_count if not hide_subscriptions else 0
+
+        post_url = None
+        if placement_post and placement_post.post and placement_post.post.channel.username:
+            post_url = f'https://t.me/{placement_post.post.channel.username}/{placement_post.post.message_id}'
+
+        post_deleted_at = (
+            placement_post.post.deleted_from_channel_at if placement_post and placement_post.post else None
+        )
+
         results.append(
             dto.PlacementAnalyticsOutput(
-                id=placement_post.id,
-                project_id=placement.project_id,
-                project_channel_title=placement.project.channel.title,
-                placement_channel_id=placement.channel_id,
-                placement_channel_title=placement.channel.title,
+                id=placement.id,
+                project_id=project.id,
+                project_title=getattr(project, 'title', None) or getattr(project.channel, 'title', '')
+                if project and project.channel
+                else '',
+                channel_id=channel.id,
+                channel_title=channel.title,
                 creative_id=placement.creative_id,
-                creative_name=placement.creative.name,
-                placement_date=_get_placement_date(placement_post),
-                cost=cost,
+                creative_name=creative.name if creative else None,
+                cost=cost_value,
+                cost_type=cost_type,
+                cost_before_bargain=cost_before,
+                payment_at=placement.payment_at,
+                placement_type=placement.placement_type,
+                comment=placement.comment,
+                format=placement.format,
+                invite_link_type=placement.invite_link_type,
+                placement_date=placement.placement_at,
                 subscriptions_count=subs_count,
-                unsubscriptions_count=unsubs_count,
                 views_count=views_count,
-                cpf=cpf,
-                cpm=_calculate_cpm(cost, views_count),
+                cpf=cpf_value,
+                cpm=cpm_value,
+                time_on_top=placement_post.time_on_top if placement_post else None,
+                time_in_feed=None,
+                invite_link=placement.invite_link,
+                invite_link_created_at=placement.invite_link_created_at,
                 post_url=post_url,
+                post_deleted_at=post_deleted_at,
+                conversion_24h=conversion_24h,
+                conversion_48h=conversion_48h,
+                conversion_total=conversion_total,
+                unsubscriptions_count=unsubs_count,
+                unsub_percent=unsub_percent,
+                total_active=total_active,
             )
         )
-    return results
+
+    pages = (total + input.size - 1) // input.size if total > 0 else 0
+
+    return dto.GetPlacementsAnalyticsOutput(
+        items=results,
+        total=total,
+        page=input.page,
+        size=input.size,
+        pages=pages,
+    )