enh: analytics

This commit is contained in:
Timothy Jaeryang Baek
2026-02-05 00:00:49 -06:00
parent 0e60c757ce
commit e62649f940
4 changed files with 95 additions and 28 deletions

View File

@@ -312,10 +312,12 @@ class ChatMessageTable:
self,
start_date: Optional[int] = None,
end_date: Optional[int] = None,
group_id: Optional[str] = None,
db: Optional[Session] = None,
) -> dict[str, int]:
with get_db_context(db) as db:
from sqlalchemy import func
from open_webui.models.groups import GroupMember
query = db.query(
ChatMessage.model_id, func.count(ChatMessage.id).label("count")
@@ -329,6 +331,9 @@ class ChatMessageTable:
query = query.filter(ChatMessage.created_at >= start_date)
if end_date:
query = query.filter(ChatMessage.created_at <= end_date)
if group_id:
group_users = db.query(GroupMember.user_id).filter(GroupMember.group_id == group_id).subquery()
query = query.filter(ChatMessage.user_id.in_(group_users))
results = query.group_by(ChatMessage.model_id).all()
return {row.model_id: row.count for row in results}
@@ -337,11 +342,13 @@ class ChatMessageTable:
self,
start_date: Optional[int] = None,
end_date: Optional[int] = None,
group_id: Optional[str] = None,
db: Optional[Session] = None,
) -> dict[str, dict]:
"""Aggregate token usage by model using database-level aggregation."""
with get_db_context(db) as db:
from sqlalchemy import func, cast, Integer
from open_webui.models.groups import GroupMember
dialect = db.bind.dialect.name
@@ -379,6 +386,9 @@ class ChatMessageTable:
query = query.filter(ChatMessage.created_at >= start_date)
if end_date:
query = query.filter(ChatMessage.created_at <= end_date)
if group_id:
group_users = db.query(GroupMember.user_id).filter(GroupMember.group_id == group_id).subquery()
query = query.filter(ChatMessage.user_id.in_(group_users))
results = query.group_by(ChatMessage.model_id).all()
@@ -455,10 +465,12 @@ class ChatMessageTable:
self,
start_date: Optional[int] = None,
end_date: Optional[int] = None,
group_id: Optional[str] = None,
db: Optional[Session] = None,
) -> dict[str, int]:
with get_db_context(db) as db:
from sqlalchemy import func
from open_webui.models.groups import GroupMember
query = db.query(
ChatMessage.user_id, func.count(ChatMessage.id).label("count")
@@ -468,6 +480,9 @@ class ChatMessageTable:
query = query.filter(ChatMessage.created_at >= start_date)
if end_date:
query = query.filter(ChatMessage.created_at <= end_date)
if group_id:
group_users = db.query(GroupMember.user_id).filter(GroupMember.group_id == group_id).subquery()
query = query.filter(ChatMessage.user_id.in_(group_users))
results = query.group_by(ChatMessage.user_id).all()
return {row.user_id: row.count for row in results}
@@ -476,10 +491,12 @@ class ChatMessageTable:
self,
start_date: Optional[int] = None,
end_date: Optional[int] = None,
group_id: Optional[str] = None,
db: Optional[Session] = None,
) -> dict[str, int]:
with get_db_context(db) as db:
from sqlalchemy import func
from open_webui.models.groups import GroupMember
query = db.query(
ChatMessage.chat_id, func.count(ChatMessage.id).label("count")
@@ -489,6 +506,9 @@ class ChatMessageTable:
query = query.filter(ChatMessage.created_at >= start_date)
if end_date:
query = query.filter(ChatMessage.created_at <= end_date)
if group_id:
group_users = db.query(GroupMember.user_id).filter(GroupMember.group_id == group_id).subquery()
query = query.filter(ChatMessage.user_id.in_(group_users))
results = query.group_by(ChatMessage.chat_id).all()
return {row.chat_id: row.count for row in results}
@@ -497,11 +517,13 @@ class ChatMessageTable:
self,
start_date: Optional[int] = None,
end_date: Optional[int] = None,
group_id: Optional[str] = None,
db: Optional[Session] = None,
) -> dict[str, dict[str, int]]:
"""Get message counts grouped by day and model."""
with get_db_context(db) as db:
from datetime import datetime, timedelta
from open_webui.models.groups import GroupMember
query = db.query(ChatMessage.created_at, ChatMessage.model_id).filter(
ChatMessage.role == "assistant",
@@ -513,6 +535,9 @@ class ChatMessageTable:
query = query.filter(ChatMessage.created_at >= start_date)
if end_date:
query = query.filter(ChatMessage.created_at <= end_date)
if group_id:
group_users = db.query(GroupMember.user_id).filter(GroupMember.group_id == group_id).subquery()
query = query.filter(ChatMessage.user_id.in_(group_users))
results = query.all()