FitTrackee/fittrackee/workouts/stats.py
2023-06-18 20:45:43 +02:00

440 lines
13 KiB
Python

from datetime import datetime, timedelta
from typing import Dict, Union
from flask import Blueprint, request
from sqlalchemy import func
from fittrackee import db
from fittrackee.oauth2.server import require_auth
from fittrackee.responses import (
HttpResponse,
InvalidPayloadErrorResponse,
NotFoundErrorResponse,
UserNotFoundErrorResponse,
handle_error_and_return_response,
)
from fittrackee.users.models import User
from .models import Sport, Workout
from .utils.convert import convert_timedelta_to_integer
from .utils.uploads import get_upload_dir_size
from .utils.workouts import get_average_speed, get_datetime_from_request_args
stats_blueprint = Blueprint('stats', __name__)
def get_workouts(
user_name: str, filter_type: str
) -> Union[Dict, HttpResponse]:
"""
Return user workouts by sport or by time
"""
try:
user = User.query.filter_by(username=user_name).first()
if not user:
return UserNotFoundErrorResponse()
params = request.args.copy()
date_from, date_to = get_datetime_from_request_args(params, user)
sport_id = params.get('sport_id')
time = params.get('time')
if filter_type == 'by_sport':
if sport_id:
sport = Sport.query.filter_by(id=sport_id).first()
if not sport:
return NotFoundErrorResponse('sport does not exist')
workouts = (
Workout.query.filter(
Workout.user_id == user.id,
Workout.workout_date >= date_from if date_from else True,
Workout.workout_date < date_to + timedelta(seconds=1)
if date_to
else True,
Workout.sport_id == sport_id if sport_id else True,
)
.order_by(Workout.workout_date.asc())
.all()
)
workouts_list_by_sport = {}
workouts_list_by_time = {} # type: ignore
for workout in workouts:
if filter_type == 'by_sport':
sport_id = workout.sport_id
if sport_id not in workouts_list_by_sport:
workouts_list_by_sport[sport_id] = {
'average_speed': 0.0,
'nb_workouts': 0,
'total_distance': 0.0,
'total_duration': 0,
'total_ascent': 0.0,
'total_descent': 0.0,
}
workouts_list_by_sport[sport_id]['nb_workouts'] += 1
workouts_list_by_sport[sport_id][
'average_speed'
] = get_average_speed(
workouts_list_by_sport[sport_id]['nb_workouts'], # type: ignore # noqa
workouts_list_by_sport[sport_id]['average_speed'],
workout.ave_speed,
)
workouts_list_by_sport[sport_id]['total_distance'] += float(
workout.distance
)
workouts_list_by_sport[sport_id][
'total_duration'
] += convert_timedelta_to_integer(workout.moving)
if workout.ascent:
workouts_list_by_sport[sport_id]['total_ascent'] += float(
workout.ascent
)
if workout.descent:
workouts_list_by_sport[sport_id]['total_descent'] += float(
workout.descent
)
# filter_type == 'by_time'
else:
if time == 'week':
workout_date = workout.workout_date - timedelta(
days=(
workout.workout_date.isoweekday()
if workout.workout_date.isoweekday() < 7
else 0
)
)
time_period = datetime.strftime(workout_date, "%Y-%m-%d")
elif time == 'weekm': # week start Monday
workout_date = workout.workout_date - timedelta(
days=workout.workout_date.weekday()
)
time_period = datetime.strftime(workout_date, "%Y-%m-%d")
elif time == 'month':
time_period = datetime.strftime(
workout.workout_date, "%Y-%m"
)
elif time == 'year' or not time:
time_period = datetime.strftime(workout.workout_date, "%Y")
else:
return InvalidPayloadErrorResponse(
'Invalid time period.', 'fail'
)
sport_id = workout.sport_id
if time_period not in workouts_list_by_time:
workouts_list_by_time[time_period] = {}
if sport_id not in workouts_list_by_time[time_period]:
workouts_list_by_time[time_period][sport_id] = {
'average_speed': 0.0,
'nb_workouts': 0,
'total_distance': 0.0,
'total_duration': 0,
'total_ascent': 0.0,
'total_descent': 0.0,
}
workouts_list_by_time[time_period][sport_id][
'nb_workouts'
] += 1
workouts_list_by_time[time_period][sport_id][
'average_speed'
] = get_average_speed(
workouts_list_by_time[time_period][sport_id][
'nb_workouts'
],
workouts_list_by_time[time_period][sport_id][
'average_speed'
],
workout.ave_speed,
)
workouts_list_by_time[time_period][sport_id][
'total_distance'
] += float(workout.distance)
workouts_list_by_time[time_period][sport_id][
'total_duration'
] += convert_timedelta_to_integer(workout.moving)
if workout.ascent:
workouts_list_by_time[time_period][sport_id][
'total_ascent'
] += float(workout.ascent)
if workout.descent:
workouts_list_by_time[time_period][sport_id][
'total_descent'
] += float(workout.descent)
return {
'status': 'success',
'data': {
'statistics': workouts_list_by_sport
if filter_type == 'by_sport'
else workouts_list_by_time
},
}
except Exception as e:
return handle_error_and_return_response(e)
@stats_blueprint.route('/stats/<user_name>/by_time', methods=['GET'])
@require_auth(scopes=['workouts:read'])
def get_workouts_by_time(
auth_user: User, user_name: str
) -> Union[Dict, HttpResponse]:
"""
Get workouts statistics for a user by time.
**Scope**: ``workouts:read``
**Example requests**:
- without parameters:
.. sourcecode:: http
GET /api/stats/admin/by_time HTTP/1.1
- with parameters:
.. sourcecode:: http
GET /api/stats/admin/by_time?from=2018-01-01&to=2018-06-30&time=week
HTTP/1.1
**Example responses**:
- success:
.. sourcecode:: http
HTTP/1.1 200 OK
Content-Type: application/json
{
"data": {
"statistics": {
"2017": {
"3": {
"average_speed": 4.48,
"nb_workouts": 2,
"total_ascent": 203.0,
"total_ascent": 156.0,
"total_distance": 15.282,
"total_duration": 12341
}
},
"2019": {
"1": {
"average_speed": 16.99,
"nb_workouts": 3,
"total_ascent": 150.0,
"total_ascent": 178.0,
"total_distance": 47,
"total_duration": 9960
},
"2": {
"average_speed": 15.95,
"nb_workouts": 1,
"total_ascent": 46.0,
"total_ascent": 78.0,
"total_distance": 5.613,
"total_duration": 1267
}
}
}
},
"status": "success"
}
- no workouts:
.. sourcecode:: http
HTTP/1.1 200 OK
Content-Type: application/json
{
"data": {
"statistics": {}
},
"status": "success"
}
:param integer user_name: username
:query string from: start date (format: ``%Y-%m-%d``)
:query string to: end date (format: ``%Y-%m-%d``)
:query string time: time frame:
- ``week``: week starting Sunday
- ``weekm``: week starting Monday
- ``month``: month
- ``year``: year (default)
:reqheader Authorization: OAuth 2.0 Bearer Token
:statuscode 200: ``success``
:statuscode 401:
- ``provide a valid auth token``
- ``signature expired, please log in again``
- ``invalid token, please log in again``
:statuscode 404: ``user does not exist``
"""
return get_workouts(user_name, 'by_time')
@stats_blueprint.route('/stats/<user_name>/by_sport', methods=['GET'])
@require_auth(scopes=['workouts:read'])
def get_workouts_by_sport(
auth_user: User, user_name: str
) -> Union[Dict, HttpResponse]:
"""
Get workouts statistics for a user by sport.
**Scope**: ``workouts:read``
**Example requests**:
- without parameters (get stats for all sports with workouts):
.. sourcecode:: http
GET /api/stats/admin/by_sport HTTP/1.1
- with sport id:
.. sourcecode:: http
GET /api/stats/admin/by_sport?sport_id=1 HTTP/1.1
**Example responses**:
- success:
.. sourcecode:: http
HTTP/1.1 200 OK
Content-Type: application/json
{
"data": {
"statistics": {
"1": {
"average_speed": 16.99,
"nb_workouts": 3,
"total_ascent": 150.0,
"total_ascent": 178.0,
"total_distance": 47,
"total_duration": 9960
},
"2": {
"average_speed": 15.95,
"nb_workouts": 1,
"total_ascent": 46.0,
"total_ascent": 78.0,
"total_distance": 5.613,
"total_duration": 1267
},
"3": {
"average_speed": 4.46,
"nb_workouts": 2,
"total_ascent": 203.0,
"total_ascent": 156.0,
"total_distance": 15.282,
"total_duration": 12341
}
}
},
"status": "success"
}
- no workouts:
.. sourcecode:: http
HTTP/1.1 200 OK
Content-Type: application/json
{
"data": {
"statistics": {}
},
"status": "success"
}
:param integer user_name: username
:query integer sport_id: sport id
:reqheader Authorization: OAuth 2.0 Bearer Token
:statuscode 200: ``success``
:statuscode 401:
- ``provide a valid auth token``
- ``signature expired, please log in again``
- ``invalid token, please log in again``
:statuscode 404:
- ``user does not exist``
- ``sport does not exist``
"""
return get_workouts(user_name, 'by_sport')
@stats_blueprint.route('/stats/all', methods=['GET'])
@require_auth(scopes=['workouts:read'], as_admin=True)
def get_application_stats(auth_user: User) -> Dict:
"""
Get all application statistics.
**Scope**: ``workouts:read``
**Example requests**:
.. sourcecode:: http
GET /api/stats/all HTTP/1.1
**Example responses**:
.. sourcecode:: http
HTTP/1.1 200 OK
Content-Type: application/json
{
"data": {
"sports": 3,
"uploads_dir_size": 1000,
"users": 2,
"workouts": 3,
},
"status": "success"
}
:reqheader Authorization: OAuth 2.0 Bearer Token
:statuscode 200: ``success``
:statuscode 401:
- ``provide a valid auth token``
- ``signature expired, please log in again``
- ``invalid token, please log in again``
:statuscode 403: ``you do not have permissions``
"""
nb_workouts = Workout.query.filter().count()
nb_users = User.query.filter().count()
nb_sports = (
db.session.query(func.count(Workout.sport_id))
.group_by(Workout.sport_id)
.count()
)
return {
'status': 'success',
'data': {
'workouts': nb_workouts,
'sports': nb_sports,
'users': nb_users,
'uploads_dir_size': get_upload_dir_size(),
},
}