first commit
Browse files- .gitignore +2 -0
- main.py +106 -0
- requirements.txt +4 -0
- static/api_logo_pwrd_by_strava.png +0 -0
- static/btn_strava_connect.png +0 -0
- strava.py +240 -0
- utils.py +11 -0
.gitignore
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
.env
|
2 |
+
.idea
|
main.py
ADDED
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import altair as alt
|
2 |
+
import streamlit as st
|
3 |
+
import pandas as pd
|
4 |
+
|
5 |
+
import strava
|
6 |
+
from utils import find_default_publish_start_end_date
|
7 |
+
|
8 |
+
st.set_page_config(
|
9 |
+
page_title="Streamlit Activities analysis for Strava",
|
10 |
+
page_icon=":safety_pin:",
|
11 |
+
)
|
12 |
+
|
13 |
+
strava_header = strava.header()
|
14 |
+
|
15 |
+
st.header(":safety_pin: Streamlit Strava activities analysis")
|
16 |
+
|
17 |
+
strava_auth = strava.authenticate(header=strava_header, stop_if_unauthenticated=False)
|
18 |
+
|
19 |
+
if strava_auth is None:
|
20 |
+
st.markdown("Click the \"Connect with Strava\" button at the top to login with your Strava account and get started.")
|
21 |
+
st.stop()
|
22 |
+
|
23 |
+
# analysis on shoes
|
24 |
+
st.divider()
|
25 |
+
st.header("Display shoes analysis")
|
26 |
+
if 'athlete' not in st.session_state:
|
27 |
+
athlete = strava.get_athlete_detail(strava_auth)
|
28 |
+
st.session_state.athlete = athlete
|
29 |
+
|
30 |
+
if 'dict_shoes' not in st.session_state:
|
31 |
+
shoes = strava.get_shoes(st.session_state.athlete)
|
32 |
+
dict_shoes = {shoe["name"]: shoe["converted_distance"] for shoe in shoes}
|
33 |
+
st.session_state.dict_shoes = dict_shoes
|
34 |
+
|
35 |
+
all_shoes_names = st.session_state.dict_shoes.keys()
|
36 |
+
|
37 |
+
selected_shoes = st.multiselect(
|
38 |
+
label="Select columns to plot",
|
39 |
+
options=all_shoes_names,
|
40 |
+
)
|
41 |
+
|
42 |
+
distances = [st.session_state.dict_shoes[shoe_name] for shoe_name in selected_shoes]
|
43 |
+
if selected_shoes:
|
44 |
+
chart_data = pd.DataFrame({
|
45 |
+
'index':selected_shoes,
|
46 |
+
'kilometers':distances
|
47 |
+
})
|
48 |
+
st.bar_chart(chart_data)
|
49 |
+
else:
|
50 |
+
st.write("No column(s) selected")
|
51 |
+
|
52 |
+
# get activities on a period
|
53 |
+
st.divider()
|
54 |
+
st.header("Display zones on a period")
|
55 |
+
|
56 |
+
default_start_date, default_end_date = find_default_publish_start_end_date()
|
57 |
+
|
58 |
+
col_start_date, col_end_date = st.columns(2)
|
59 |
+
with col_start_date:
|
60 |
+
st.date_input("Start date", value=default_start_date, key="start_date")
|
61 |
+
with col_end_date:
|
62 |
+
st.date_input("End date", value=default_end_date, key="end_date")
|
63 |
+
if st.session_state.start_date > st.session_state.end_date:
|
64 |
+
st.error("Error: End date must fall after start date.")
|
65 |
+
else:
|
66 |
+
st.session_state.activities = strava.get_activities_on_period(strava_auth, [], st.session_state.start_date, st.session_state.end_date, 1)
|
67 |
+
|
68 |
+
st.write(f"You got {len(st.session_state.activities)} activities")
|
69 |
+
|
70 |
+
activities_zones = {}
|
71 |
+
for activity in st.session_state.activities:
|
72 |
+
if not activity["has_heartrate"]:
|
73 |
+
continue
|
74 |
+
try:
|
75 |
+
st.session_state.activity_zones = strava.get_activity_zones(strava_auth, activity["id"])[0]["distribution_buckets"]
|
76 |
+
except Exception as e:
|
77 |
+
st.write(e)
|
78 |
+
if not activities_zones:
|
79 |
+
activities_zones = {idx: zone["time"] // 60 for idx, zone in enumerate(st.session_state.activity_zones)}
|
80 |
+
else:
|
81 |
+
for idx, zone in enumerate(st.session_state.activity_zones):
|
82 |
+
activities_zones[idx] += (zone["time"] // 60)
|
83 |
+
|
84 |
+
zones_label = ["zone 1", "zone 2", "zone 3", "zone 4", "zone 5"]
|
85 |
+
zones_df = pd.DataFrame({
|
86 |
+
'zones': zones_label,
|
87 |
+
'minutes': activities_zones.values()
|
88 |
+
})
|
89 |
+
|
90 |
+
scale = alt.Scale(
|
91 |
+
domain=zones_label,
|
92 |
+
range=["#008000", "#ffcf3e", "#f67200", "#ee1010", "#3f2204"],
|
93 |
+
)
|
94 |
+
color = alt.Color("zones:N", scale=scale)
|
95 |
+
|
96 |
+
bars = (
|
97 |
+
alt.Chart(zones_df)
|
98 |
+
.mark_bar()
|
99 |
+
.encode(
|
100 |
+
x="zones",
|
101 |
+
y="minutes",
|
102 |
+
color=color,
|
103 |
+
)
|
104 |
+
)
|
105 |
+
|
106 |
+
st.altair_chart(bars, theme="streamlit", use_container_width=True)
|
requirements.txt
ADDED
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
1 |
+
streamlit==1.26.0
|
2 |
+
httpx==0.24.1
|
3 |
+
pandas==2.1.0
|
4 |
+
python-dotenv==1.0.0
|
static/api_logo_pwrd_by_strava.png
ADDED
static/btn_strava_connect.png
ADDED
strava.py
ADDED
@@ -0,0 +1,240 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import base64
|
2 |
+
import os
|
3 |
+
|
4 |
+
import httpx
|
5 |
+
import streamlit as st
|
6 |
+
import webbrowser
|
7 |
+
from dotenv import load_dotenv
|
8 |
+
from datetime import datetime
|
9 |
+
load_dotenv()
|
10 |
+
|
11 |
+
APP_URL = os.environ["APP_URL"]
|
12 |
+
STRAVA_CLIENT_ID = os.environ["STRAVA_CLIENT_ID"]
|
13 |
+
STRAVA_CLIENT_SECRET = os.environ["STRAVA_CLIENT_SECRET"]
|
14 |
+
STRAVA_AUTHORIZATION_URL = "https://www.strava.com/oauth/authorize"
|
15 |
+
STRAVA_API_BASE_URL = "https://www.strava.com/api/v3"
|
16 |
+
SCOPE = "activity:read_all,profile:read_all,activity:write"
|
17 |
+
DEFAULT_ACTIVITY_LABEL = "NO_ACTIVITY_SELECTED"
|
18 |
+
STRAVA_ORANGE = "#fc4c02"
|
19 |
+
|
20 |
+
|
21 |
+
|
22 |
+
@st.cache_data
|
23 |
+
def load_image_as_base64(image_path):
|
24 |
+
with open(image_path, "rb") as f:
|
25 |
+
contents = f.read()
|
26 |
+
return base64.b64encode(contents).decode("utf-8")
|
27 |
+
|
28 |
+
|
29 |
+
def powered_by_strava_logo():
|
30 |
+
base64_image = load_image_as_base64("static/api_logo_pwrd_by_strava.png")
|
31 |
+
st.markdown(
|
32 |
+
f'<img src="data:image/png;base64,{base64_image}" width="100%" alt="powered by strava">',
|
33 |
+
unsafe_allow_html=True,
|
34 |
+
)
|
35 |
+
|
36 |
+
@st.cache_data
|
37 |
+
def authorization_url():
|
38 |
+
request = httpx.Request(
|
39 |
+
method="GET",
|
40 |
+
url=STRAVA_AUTHORIZATION_URL,
|
41 |
+
params={
|
42 |
+
"client_id": STRAVA_CLIENT_ID,
|
43 |
+
"redirect_uri": APP_URL,
|
44 |
+
"response_type": "code",
|
45 |
+
"approval_prompt": "auto",
|
46 |
+
"scope": SCOPE
|
47 |
+
}
|
48 |
+
)
|
49 |
+
|
50 |
+
return request.url
|
51 |
+
|
52 |
+
|
53 |
+
def login_header(header=None):
|
54 |
+
strava_authorization_url = authorization_url()
|
55 |
+
|
56 |
+
if header is None:
|
57 |
+
base = st
|
58 |
+
else:
|
59 |
+
col1, _, _, button = header
|
60 |
+
base = button
|
61 |
+
|
62 |
+
with col1:
|
63 |
+
powered_by_strava_logo()
|
64 |
+
|
65 |
+
base64_image = load_image_as_base64("./static/btn_strava_connect.png")
|
66 |
+
base.markdown(
|
67 |
+
(
|
68 |
+
f"<a href=\"{strava_authorization_url}\">"
|
69 |
+
f" <img alt=\"strava login\" src=\"data:image/png;base64,{base64_image}\" width=\"100%\">"
|
70 |
+
f"</a>"
|
71 |
+
),
|
72 |
+
unsafe_allow_html=True,
|
73 |
+
)
|
74 |
+
|
75 |
+
|
76 |
+
def logout_header(header=None):
|
77 |
+
if header is None:
|
78 |
+
base = st
|
79 |
+
else:
|
80 |
+
_, col2, _, button = header
|
81 |
+
base = button
|
82 |
+
|
83 |
+
|
84 |
+
with col2:
|
85 |
+
powered_by_strava_logo()
|
86 |
+
|
87 |
+
if base.button("Log out"):
|
88 |
+
webbrowser.open(APP_URL, new=0)
|
89 |
+
|
90 |
+
|
91 |
+
def logged_in_title(strava_auth, header=None):
|
92 |
+
if header is None:
|
93 |
+
base = st
|
94 |
+
else:
|
95 |
+
col, _, _, _ = header
|
96 |
+
base = col
|
97 |
+
|
98 |
+
first_name = strava_auth["athlete"]["firstname"]
|
99 |
+
last_name = strava_auth["athlete"]["lastname"]
|
100 |
+
col.markdown(f"*Welcome, {first_name} {last_name}!*")
|
101 |
+
|
102 |
+
|
103 |
+
@st.cache_data
|
104 |
+
def exchange_authorization_code(authorization_code):
|
105 |
+
response = httpx.post(
|
106 |
+
url="https://www.strava.com/oauth/token",
|
107 |
+
json={
|
108 |
+
"client_id": STRAVA_CLIENT_ID,
|
109 |
+
"client_secret": STRAVA_CLIENT_SECRET,
|
110 |
+
"code": authorization_code,
|
111 |
+
"grant_type": "authorization_code",
|
112 |
+
}
|
113 |
+
)
|
114 |
+
try:
|
115 |
+
response.raise_for_status()
|
116 |
+
except httpx.HTTPStatusError:
|
117 |
+
st.error("Something went wrong while authenticating with Strava. Please reload and try again")
|
118 |
+
st.experimental_set_query_params()
|
119 |
+
st.stop()
|
120 |
+
return
|
121 |
+
|
122 |
+
strava_auth = response.json()
|
123 |
+
|
124 |
+
return strava_auth
|
125 |
+
|
126 |
+
def authenticate(header=None, stop_if_unauthenticated=True):
|
127 |
+
query_params = st.experimental_get_query_params()
|
128 |
+
authorization_code = query_params.get("code", [None])[0]
|
129 |
+
|
130 |
+
if authorization_code is None:
|
131 |
+
authorization_code = query_params.get("session", [None])[0]
|
132 |
+
|
133 |
+
if authorization_code is None:
|
134 |
+
login_header(header=header)
|
135 |
+
if stop_if_unauthenticated:
|
136 |
+
st.stop()
|
137 |
+
return
|
138 |
+
else:
|
139 |
+
logout_header(header=header)
|
140 |
+
strava_auth = exchange_authorization_code(authorization_code)
|
141 |
+
logged_in_title(strava_auth, header)
|
142 |
+
st.experimental_set_query_params(session=authorization_code)
|
143 |
+
|
144 |
+
return strava_auth
|
145 |
+
|
146 |
+
|
147 |
+
def header():
|
148 |
+
col1, col2, col3 = st.columns(3)
|
149 |
+
|
150 |
+
with col3:
|
151 |
+
strava_button = st.empty()
|
152 |
+
|
153 |
+
return col1, col2, col3, strava_button
|
154 |
+
|
155 |
+
def catch_strava_api_error(response):
|
156 |
+
if response.status_code == 200:
|
157 |
+
return
|
158 |
+
st.write(response.status_code)
|
159 |
+
if response.status_code == 401:
|
160 |
+
st.error("You are not authorized to access this resource. Please relog yourself.")
|
161 |
+
st.stop()
|
162 |
+
return
|
163 |
+
else:
|
164 |
+
st.error(response)
|
165 |
+
if response["errors"]:
|
166 |
+
st.error(f"Something went wrong while fetching data from Strava. Please reload and try again (error message: {response['message']})")
|
167 |
+
st.stop()
|
168 |
+
return
|
169 |
+
|
170 |
+
def strava_call(auth, uri_params, params = None):
|
171 |
+
access_token = auth["access_token"]
|
172 |
+
response = httpx.get(
|
173 |
+
url=f"{STRAVA_API_BASE_URL}/{uri_params}",
|
174 |
+
params=params,
|
175 |
+
headers={
|
176 |
+
"Authorization": f"Bearer {access_token}",
|
177 |
+
},
|
178 |
+
)
|
179 |
+
catch_strava_api_error(response)
|
180 |
+
return response.json()
|
181 |
+
|
182 |
+
@st.cache_data
|
183 |
+
def get_athlete_detail(auth, page=1):
|
184 |
+
return strava_call(auth, "athlete")
|
185 |
+
|
186 |
+
@st.cache_data
|
187 |
+
def get_shoes(athlete):
|
188 |
+
return athlete["shoes"]
|
189 |
+
|
190 |
+
@st.cache_data
|
191 |
+
def get_activity(activity_id, auth):
|
192 |
+
return strava_call(auth, f"activities/{activity_id}")
|
193 |
+
|
194 |
+
@st.cache_data
|
195 |
+
def get_activities_on_period(auth, activities, start_date, end_date, page):
|
196 |
+
response = get_activities(auth, page)
|
197 |
+
number_added = 0
|
198 |
+
for activity in response:
|
199 |
+
strava_start_date = datetime.strptime(activity["start_date"], '%Y-%m-%dT%H:%M:%SZ').date()
|
200 |
+
if strava_start_date >= start_date and strava_start_date <= end_date:
|
201 |
+
activities.append(activity)
|
202 |
+
number_added += 1
|
203 |
+
if number_added == 0:
|
204 |
+
return activities
|
205 |
+
else:
|
206 |
+
return get_activities_on_period(auth, activities, start_date, end_date, page + 1)
|
207 |
+
|
208 |
+
@st.cache_data
|
209 |
+
def get_activities(auth, page=1):
|
210 |
+
return strava_call(auth, f"athlete/activities", params={"page": page})
|
211 |
+
|
212 |
+
@st.cache_data
|
213 |
+
def get_activity_zones(auth, activity_id):
|
214 |
+
return strava_call(auth, f"activities/{activity_id}/zones")
|
215 |
+
|
216 |
+
@st.cache_data
|
217 |
+
def get_athlete_zones(auth):
|
218 |
+
return strava_call(auth, f"athlete/zones")
|
219 |
+
|
220 |
+
# @st.cache_data
|
221 |
+
# def get_all_activities(auth):
|
222 |
+
# page = 1
|
223 |
+
# activities = []
|
224 |
+
# while True:
|
225 |
+
# new_activities = strava_call(auth, f"athlete/activities", params={
|
226 |
+
# "page": page,
|
227 |
+
# "per_page": 200
|
228 |
+
# })
|
229 |
+
# activities.append(new_activities)
|
230 |
+
# if len(new_activities) == 0:
|
231 |
+
# break
|
232 |
+
# page += 1
|
233 |
+
#
|
234 |
+
# return activities
|
235 |
+
|
236 |
+
# def export_all_activities(auth):
|
237 |
+
# activities = get_all_activities(auth=auth)
|
238 |
+
# st.write(f"You got {len(activities)} activities")
|
239 |
+
# with open('activities.json', 'w') as f:
|
240 |
+
# json.dump(activities, f)
|
utils.py
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from datetime import datetime, timedelta
|
2 |
+
import streamlit as st
|
3 |
+
|
4 |
+
@st.cache_data
|
5 |
+
def find_default_publish_start_end_date():
|
6 |
+
today = datetime.now()
|
7 |
+
start = today - timedelta(days=today.weekday())
|
8 |
+
end = start + timedelta(days=6)
|
9 |
+
if end > today:
|
10 |
+
end = today
|
11 |
+
return start, end
|