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
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.env
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.idea
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main.py
ADDED
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@@ -0,0 +1,106 @@
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import altair as alt
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import streamlit as st
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import pandas as pd
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import strava
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from utils import find_default_publish_start_end_date
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st.set_page_config(
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page_title="Streamlit Activities analysis for Strava",
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page_icon=":safety_pin:",
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)
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strava_header = strava.header()
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st.header(":safety_pin: Streamlit Strava activities analysis")
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strava_auth = strava.authenticate(header=strava_header, stop_if_unauthenticated=False)
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if strava_auth is None:
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st.markdown("Click the \"Connect with Strava\" button at the top to login with your Strava account and get started.")
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st.stop()
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# analysis on shoes
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st.divider()
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st.header("Display shoes analysis")
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if 'athlete' not in st.session_state:
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athlete = strava.get_athlete_detail(strava_auth)
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st.session_state.athlete = athlete
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if 'dict_shoes' not in st.session_state:
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shoes = strava.get_shoes(st.session_state.athlete)
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dict_shoes = {shoe["name"]: shoe["converted_distance"] for shoe in shoes}
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st.session_state.dict_shoes = dict_shoes
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all_shoes_names = st.session_state.dict_shoes.keys()
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selected_shoes = st.multiselect(
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label="Select columns to plot",
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options=all_shoes_names,
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)
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distances = [st.session_state.dict_shoes[shoe_name] for shoe_name in selected_shoes]
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if selected_shoes:
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chart_data = pd.DataFrame({
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'index':selected_shoes,
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'kilometers':distances
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})
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st.bar_chart(chart_data)
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else:
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st.write("No column(s) selected")
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# get activities on a period
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st.divider()
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st.header("Display zones on a period")
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default_start_date, default_end_date = find_default_publish_start_end_date()
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col_start_date, col_end_date = st.columns(2)
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with col_start_date:
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st.date_input("Start date", value=default_start_date, key="start_date")
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with col_end_date:
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st.date_input("End date", value=default_end_date, key="end_date")
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if st.session_state.start_date > st.session_state.end_date:
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st.error("Error: End date must fall after start date.")
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else:
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st.session_state.activities = strava.get_activities_on_period(strava_auth, [], st.session_state.start_date, st.session_state.end_date, 1)
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st.write(f"You got {len(st.session_state.activities)} activities")
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activities_zones = {}
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for activity in st.session_state.activities:
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if not activity["has_heartrate"]:
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continue
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try:
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st.session_state.activity_zones = strava.get_activity_zones(strava_auth, activity["id"])[0]["distribution_buckets"]
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except Exception as e:
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st.write(e)
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if not activities_zones:
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activities_zones = {idx: zone["time"] // 60 for idx, zone in enumerate(st.session_state.activity_zones)}
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else:
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for idx, zone in enumerate(st.session_state.activity_zones):
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activities_zones[idx] += (zone["time"] // 60)
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zones_label = ["zone 1", "zone 2", "zone 3", "zone 4", "zone 5"]
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zones_df = pd.DataFrame({
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'zones': zones_label,
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'minutes': activities_zones.values()
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})
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scale = alt.Scale(
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domain=zones_label,
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range=["#008000", "#ffcf3e", "#f67200", "#ee1010", "#3f2204"],
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)
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color = alt.Color("zones:N", scale=scale)
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bars = (
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alt.Chart(zones_df)
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.mark_bar()
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.encode(
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x="zones",
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y="minutes",
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color=color,
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)
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)
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st.altair_chart(bars, theme="streamlit", use_container_width=True)
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requirements.txt
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streamlit==1.26.0
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httpx==0.24.1
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pandas==2.1.0
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python-dotenv==1.0.0
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static/api_logo_pwrd_by_strava.png
ADDED
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static/btn_strava_connect.png
ADDED
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strava.py
ADDED
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@@ -0,0 +1,240 @@
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import base64
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import os
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| 3 |
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| 4 |
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import httpx
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import streamlit as st
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| 6 |
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import webbrowser
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| 7 |
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from dotenv import load_dotenv
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| 8 |
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from datetime import datetime
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| 9 |
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load_dotenv()
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| 11 |
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APP_URL = os.environ["APP_URL"]
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STRAVA_CLIENT_ID = os.environ["STRAVA_CLIENT_ID"]
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STRAVA_CLIENT_SECRET = os.environ["STRAVA_CLIENT_SECRET"]
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STRAVA_AUTHORIZATION_URL = "https://www.strava.com/oauth/authorize"
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STRAVA_API_BASE_URL = "https://www.strava.com/api/v3"
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SCOPE = "activity:read_all,profile:read_all,activity:write"
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DEFAULT_ACTIVITY_LABEL = "NO_ACTIVITY_SELECTED"
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STRAVA_ORANGE = "#fc4c02"
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| 21 |
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@st.cache_data
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def load_image_as_base64(image_path):
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| 24 |
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with open(image_path, "rb") as f:
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contents = f.read()
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return base64.b64encode(contents).decode("utf-8")
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def powered_by_strava_logo():
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base64_image = load_image_as_base64("static/api_logo_pwrd_by_strava.png")
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st.markdown(
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f'<img src="data:image/png;base64,{base64_image}" width="100%" alt="powered by strava">',
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unsafe_allow_html=True,
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)
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| 35 |
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@st.cache_data
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| 37 |
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def authorization_url():
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| 38 |
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request = httpx.Request(
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| 39 |
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method="GET",
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| 40 |
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url=STRAVA_AUTHORIZATION_URL,
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params={
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| 42 |
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"client_id": STRAVA_CLIENT_ID,
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"redirect_uri": APP_URL,
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"response_type": "code",
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| 45 |
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"approval_prompt": "auto",
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| 46 |
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"scope": SCOPE
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}
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| 48 |
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)
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| 49 |
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return request.url
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| 52 |
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| 53 |
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def login_header(header=None):
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strava_authorization_url = authorization_url()
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| 55 |
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| 56 |
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if header is None:
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| 57 |
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base = st
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| 58 |
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else:
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| 59 |
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col1, _, _, button = header
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| 60 |
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base = button
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| 62 |
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with col1:
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powered_by_strava_logo()
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base64_image = load_image_as_base64("./static/btn_strava_connect.png")
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| 66 |
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base.markdown(
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| 67 |
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(
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| 68 |
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f"<a href=\"{strava_authorization_url}\">"
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| 69 |
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f" <img alt=\"strava login\" src=\"data:image/png;base64,{base64_image}\" width=\"100%\">"
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| 70 |
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f"</a>"
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),
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unsafe_allow_html=True,
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)
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| 74 |
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| 75 |
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| 76 |
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def logout_header(header=None):
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| 77 |
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if header is None:
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| 78 |
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base = st
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| 79 |
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else:
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| 80 |
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_, col2, _, button = header
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| 81 |
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base = button
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| 82 |
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| 83 |
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| 84 |
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with col2:
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| 85 |
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powered_by_strava_logo()
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| 86 |
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| 87 |
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if base.button("Log out"):
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| 88 |
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webbrowser.open(APP_URL, new=0)
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| 89 |
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def logged_in_title(strava_auth, header=None):
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| 92 |
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if header is None:
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| 93 |
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base = st
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| 94 |
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else:
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| 95 |
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col, _, _, _ = header
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| 96 |
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base = col
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| 97 |
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first_name = strava_auth["athlete"]["firstname"]
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| 99 |
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last_name = strava_auth["athlete"]["lastname"]
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| 100 |
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col.markdown(f"*Welcome, {first_name} {last_name}!*")
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| 101 |
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| 102 |
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@st.cache_data
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| 104 |
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def exchange_authorization_code(authorization_code):
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| 105 |
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response = httpx.post(
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| 106 |
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url="https://www.strava.com/oauth/token",
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| 107 |
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json={
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| 108 |
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"client_id": STRAVA_CLIENT_ID,
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| 109 |
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"client_secret": STRAVA_CLIENT_SECRET,
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| 110 |
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"code": authorization_code,
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| 111 |
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"grant_type": "authorization_code",
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| 112 |
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}
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| 113 |
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)
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| 114 |
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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
|