dify
This commit is contained in:
519
dify/api/controllers/console/app/statistic.py
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519
dify/api/controllers/console/app/statistic.py
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@@ -0,0 +1,519 @@
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from decimal import Decimal
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import sqlalchemy as sa
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from flask import abort, jsonify
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from flask_restx import Resource, fields, reqparse
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from controllers.console import console_ns
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from controllers.console.app.wraps import get_app_model
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from controllers.console.wraps import account_initialization_required, setup_required
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from core.app.entities.app_invoke_entities import InvokeFrom
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from extensions.ext_database import db
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from libs.datetime_utils import parse_time_range
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from libs.helper import DatetimeString, convert_datetime_to_date
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from libs.login import current_account_with_tenant, login_required
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from models import AppMode
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@console_ns.route("/apps/<uuid:app_id>/statistics/daily-messages")
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class DailyMessageStatistic(Resource):
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@console_ns.doc("get_daily_message_statistics")
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@console_ns.doc(description="Get daily message statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(
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console_ns.parser()
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.add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
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.add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
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)
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@console_ns.response(
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200,
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"Daily message statistics retrieved successfully",
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fields.List(fields.Raw(description="Daily message count data")),
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)
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@get_app_model
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@setup_required
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@login_required
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@account_initialization_required
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def get(self, app_model):
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account, _ = current_account_with_tenant()
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parser = (
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reqparse.RequestParser()
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.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
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.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
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)
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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COUNT(*) AS message_count
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FROM
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messages
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WHERE
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app_id = :app_id
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AND invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
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try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
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except ValueError as e:
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abort(400, description=str(e))
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if start_datetime_utc:
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sql_query += " AND created_at >= :start"
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arg_dict["start"] = start_datetime_utc
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if end_datetime_utc:
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sql_query += " AND created_at < :end"
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arg_dict["end"] = end_datetime_utc
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sql_query += " GROUP BY date ORDER BY date"
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response_data = []
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with db.engine.begin() as conn:
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rs = conn.execute(sa.text(sql_query), arg_dict)
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for i in rs:
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response_data.append({"date": str(i.date), "message_count": i.message_count})
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return jsonify({"data": response_data})
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parser = (
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reqparse.RequestParser()
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.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args", help="Start date (YYYY-MM-DD HH:MM)")
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.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args", help="End date (YYYY-MM-DD HH:MM)")
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)
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@console_ns.route("/apps/<uuid:app_id>/statistics/daily-conversations")
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class DailyConversationStatistic(Resource):
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@console_ns.doc("get_daily_conversation_statistics")
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@console_ns.doc(description="Get daily conversation statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(parser)
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@console_ns.response(
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200,
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"Daily conversation statistics retrieved successfully",
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fields.List(fields.Raw(description="Daily conversation count data")),
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)
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@get_app_model
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@setup_required
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@login_required
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@account_initialization_required
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def get(self, app_model):
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account, _ = current_account_with_tenant()
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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COUNT(DISTINCT conversation_id) AS conversation_count
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FROM
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messages
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WHERE
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app_id = :app_id
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AND invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
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try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
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except ValueError as e:
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abort(400, description=str(e))
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if start_datetime_utc:
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sql_query += " AND created_at >= :start"
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arg_dict["start"] = start_datetime_utc
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if end_datetime_utc:
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sql_query += " AND created_at < :end"
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arg_dict["end"] = end_datetime_utc
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sql_query += " GROUP BY date ORDER BY date"
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response_data = []
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with db.engine.begin() as conn:
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rs = conn.execute(sa.text(sql_query), arg_dict)
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for i in rs:
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response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
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return jsonify({"data": response_data})
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@console_ns.route("/apps/<uuid:app_id>/statistics/daily-end-users")
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class DailyTerminalsStatistic(Resource):
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@console_ns.doc("get_daily_terminals_statistics")
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@console_ns.doc(description="Get daily terminal/end-user statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(parser)
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@console_ns.response(
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200,
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"Daily terminal statistics retrieved successfully",
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fields.List(fields.Raw(description="Daily terminal count data")),
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)
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@get_app_model
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@setup_required
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@login_required
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@account_initialization_required
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def get(self, app_model):
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account, _ = current_account_with_tenant()
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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COUNT(DISTINCT messages.from_end_user_id) AS terminal_count
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FROM
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messages
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WHERE
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app_id = :app_id
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AND invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
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try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
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except ValueError as e:
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abort(400, description=str(e))
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if start_datetime_utc:
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sql_query += " AND created_at >= :start"
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arg_dict["start"] = start_datetime_utc
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if end_datetime_utc:
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sql_query += " AND created_at < :end"
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arg_dict["end"] = end_datetime_utc
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sql_query += " GROUP BY date ORDER BY date"
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response_data = []
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with db.engine.begin() as conn:
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rs = conn.execute(sa.text(sql_query), arg_dict)
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for i in rs:
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response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
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return jsonify({"data": response_data})
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@console_ns.route("/apps/<uuid:app_id>/statistics/token-costs")
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class DailyTokenCostStatistic(Resource):
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@console_ns.doc("get_daily_token_cost_statistics")
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@console_ns.doc(description="Get daily token cost statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(parser)
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@console_ns.response(
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200,
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"Daily token cost statistics retrieved successfully",
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fields.List(fields.Raw(description="Daily token cost data")),
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)
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@get_app_model
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@setup_required
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@login_required
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@account_initialization_required
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def get(self, app_model):
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account, _ = current_account_with_tenant()
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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(SUM(messages.message_tokens) + SUM(messages.answer_tokens)) AS token_count,
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SUM(total_price) AS total_price
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FROM
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messages
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WHERE
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app_id = :app_id
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AND invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
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try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
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except ValueError as e:
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abort(400, description=str(e))
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if start_datetime_utc:
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sql_query += " AND created_at >= :start"
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arg_dict["start"] = start_datetime_utc
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if end_datetime_utc:
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sql_query += " AND created_at < :end"
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arg_dict["end"] = end_datetime_utc
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sql_query += " GROUP BY date ORDER BY date"
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response_data = []
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with db.engine.begin() as conn:
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rs = conn.execute(sa.text(sql_query), arg_dict)
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for i in rs:
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response_data.append(
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{"date": str(i.date), "token_count": i.token_count, "total_price": i.total_price, "currency": "USD"}
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)
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return jsonify({"data": response_data})
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@console_ns.route("/apps/<uuid:app_id>/statistics/average-session-interactions")
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class AverageSessionInteractionStatistic(Resource):
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@console_ns.doc("get_average_session_interaction_statistics")
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@console_ns.doc(description="Get average session interaction statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(parser)
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@console_ns.response(
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200,
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"Average session interaction statistics retrieved successfully",
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fields.List(fields.Raw(description="Average session interaction data")),
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)
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@setup_required
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@login_required
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@account_initialization_required
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@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
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def get(self, app_model):
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account, _ = current_account_with_tenant()
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("c.created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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AVG(subquery.message_count) AS interactions
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FROM
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(
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SELECT
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m.conversation_id,
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COUNT(m.id) AS message_count
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FROM
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conversations c
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JOIN
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messages m
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ON c.id = m.conversation_id
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WHERE
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c.app_id = :app_id
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AND m.invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
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try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
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except ValueError as e:
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abort(400, description=str(e))
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if start_datetime_utc:
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sql_query += " AND c.created_at >= :start"
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arg_dict["start"] = start_datetime_utc
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if end_datetime_utc:
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sql_query += " AND c.created_at < :end"
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arg_dict["end"] = end_datetime_utc
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sql_query += """
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GROUP BY m.conversation_id
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) subquery
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LEFT JOIN
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conversations c
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ON c.id = subquery.conversation_id
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GROUP BY
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date
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ORDER BY
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date"""
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response_data = []
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with db.engine.begin() as conn:
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rs = conn.execute(sa.text(sql_query), arg_dict)
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for i in rs:
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response_data.append(
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{"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
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)
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return jsonify({"data": response_data})
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@console_ns.route("/apps/<uuid:app_id>/statistics/user-satisfaction-rate")
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class UserSatisfactionRateStatistic(Resource):
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@console_ns.doc("get_user_satisfaction_rate_statistics")
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@console_ns.doc(description="Get user satisfaction rate statistics for an application")
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@console_ns.doc(params={"app_id": "Application ID"})
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@console_ns.expect(parser)
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@console_ns.response(
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200,
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"User satisfaction rate statistics retrieved successfully",
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fields.List(fields.Raw(description="User satisfaction rate data")),
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)
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@get_app_model
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@setup_required
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@login_required
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@account_initialization_required
|
||||
def get(self, app_model):
|
||||
account, _ = current_account_with_tenant()
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|
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args = parser.parse_args()
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converted_created_at = convert_datetime_to_date("m.created_at")
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sql_query = f"""SELECT
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{converted_created_at} AS date,
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COUNT(m.id) AS message_count,
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COUNT(mf.id) AS feedback_count
|
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FROM
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messages m
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LEFT JOIN
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message_feedbacks mf
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ON mf.message_id=m.id AND mf.rating='like'
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WHERE
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m.app_id = :app_id
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AND m.invoke_from != :invoke_from"""
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arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
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assert account.timezone is not None
|
||||
|
||||
try:
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start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
|
||||
except ValueError as e:
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||||
abort(400, description=str(e))
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||||
|
||||
if start_datetime_utc:
|
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sql_query += " AND m.created_at >= :start"
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arg_dict["start"] = start_datetime_utc
|
||||
|
||||
if end_datetime_utc:
|
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sql_query += " AND m.created_at < :end"
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arg_dict["end"] = end_datetime_utc
|
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|
||||
sql_query += " GROUP BY date ORDER BY date"
|
||||
|
||||
response_data = []
|
||||
|
||||
with db.engine.begin() as conn:
|
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rs = conn.execute(sa.text(sql_query), arg_dict)
|
||||
for i in rs:
|
||||
response_data.append(
|
||||
{
|
||||
"date": str(i.date),
|
||||
"rate": round((i.feedback_count * 1000 / i.message_count) if i.message_count > 0 else 0, 2),
|
||||
}
|
||||
)
|
||||
|
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return jsonify({"data": response_data})
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||||
|
||||
|
||||
@console_ns.route("/apps/<uuid:app_id>/statistics/average-response-time")
|
||||
class AverageResponseTimeStatistic(Resource):
|
||||
@console_ns.doc("get_average_response_time_statistics")
|
||||
@console_ns.doc(description="Get average response time statistics for an application")
|
||||
@console_ns.doc(params={"app_id": "Application ID"})
|
||||
@console_ns.expect(parser)
|
||||
@console_ns.response(
|
||||
200,
|
||||
"Average response time statistics retrieved successfully",
|
||||
fields.List(fields.Raw(description="Average response time data")),
|
||||
)
|
||||
@setup_required
|
||||
@login_required
|
||||
@account_initialization_required
|
||||
@get_app_model(mode=AppMode.COMPLETION)
|
||||
def get(self, app_model):
|
||||
account, _ = current_account_with_tenant()
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
converted_created_at = convert_datetime_to_date("created_at")
|
||||
sql_query = f"""SELECT
|
||||
{converted_created_at} AS date,
|
||||
AVG(provider_response_latency) AS latency
|
||||
FROM
|
||||
messages
|
||||
WHERE
|
||||
app_id = :app_id
|
||||
AND invoke_from != :invoke_from"""
|
||||
arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
|
||||
assert account.timezone is not None
|
||||
|
||||
try:
|
||||
start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
|
||||
except ValueError as e:
|
||||
abort(400, description=str(e))
|
||||
|
||||
if start_datetime_utc:
|
||||
sql_query += " AND created_at >= :start"
|
||||
arg_dict["start"] = start_datetime_utc
|
||||
|
||||
if end_datetime_utc:
|
||||
sql_query += " AND created_at < :end"
|
||||
arg_dict["end"] = end_datetime_utc
|
||||
|
||||
sql_query += " GROUP BY date ORDER BY date"
|
||||
|
||||
response_data = []
|
||||
|
||||
with db.engine.begin() as conn:
|
||||
rs = conn.execute(sa.text(sql_query), arg_dict)
|
||||
for i in rs:
|
||||
response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})
|
||||
|
||||
return jsonify({"data": response_data})
|
||||
|
||||
|
||||
@console_ns.route("/apps/<uuid:app_id>/statistics/tokens-per-second")
|
||||
class TokensPerSecondStatistic(Resource):
|
||||
@console_ns.doc("get_tokens_per_second_statistics")
|
||||
@console_ns.doc(description="Get tokens per second statistics for an application")
|
||||
@console_ns.doc(params={"app_id": "Application ID"})
|
||||
@console_ns.expect(parser)
|
||||
@console_ns.response(
|
||||
200,
|
||||
"Tokens per second statistics retrieved successfully",
|
||||
fields.List(fields.Raw(description="Tokens per second data")),
|
||||
)
|
||||
@get_app_model
|
||||
@setup_required
|
||||
@login_required
|
||||
@account_initialization_required
|
||||
def get(self, app_model):
|
||||
account, _ = current_account_with_tenant()
|
||||
args = parser.parse_args()
|
||||
|
||||
converted_created_at = convert_datetime_to_date("created_at")
|
||||
sql_query = f"""SELECT
|
||||
{converted_created_at} AS date,
|
||||
CASE
|
||||
WHEN SUM(provider_response_latency) = 0 THEN 0
|
||||
ELSE (SUM(answer_tokens) / SUM(provider_response_latency))
|
||||
END as tokens_per_second
|
||||
FROM
|
||||
messages
|
||||
WHERE
|
||||
app_id = :app_id
|
||||
AND invoke_from != :invoke_from"""
|
||||
arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
|
||||
assert account.timezone is not None
|
||||
|
||||
try:
|
||||
start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
|
||||
except ValueError as e:
|
||||
abort(400, description=str(e))
|
||||
|
||||
if start_datetime_utc:
|
||||
sql_query += " AND created_at >= :start"
|
||||
arg_dict["start"] = start_datetime_utc
|
||||
|
||||
if end_datetime_utc:
|
||||
sql_query += " AND created_at < :end"
|
||||
arg_dict["end"] = end_datetime_utc
|
||||
|
||||
sql_query += " GROUP BY date ORDER BY date"
|
||||
|
||||
response_data = []
|
||||
|
||||
with db.engine.begin() as conn:
|
||||
rs = conn.execute(sa.text(sql_query), arg_dict)
|
||||
for i in rs:
|
||||
response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})
|
||||
|
||||
return jsonify({"data": response_data})
|
||||
Reference in New Issue
Block a user