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models.py
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models.py
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import streamlit as st
import pandas as pd
def initialize_models():
if "athlete" not in st.session_state:
st.session_state.athlete = athlete()
# if "athlete_stats" not in st.session_state: # can't get response from stats api endpoint
# st.session_state.athlete_stats = athlete_stats()
if "activities" not in st.session_state:
st.session_state.activities = activities()
class activities:
def __init__(self):
self.activities = []
self.get_activities()
self.runs_df = self.process_runs()
def get_activities(self):
session = st.session_state.strava_auth
data = self.get_activities_data(session)
self.activities = data
def get_activities_data(self, session):
response = session.get(
"https://www.strava.com/api/v3/athlete/activities", params={"per_page": 200}
)
data = response.json()
return data
def process_runs(self):
runs = []
for activity in self.activities:
if activity["type"] == "Run":
selected_item = {
"start_date_local": activity.get("start_date_local", None)[:10],
"distance": activity.get("distance", 0),
"moving_time": activity.get("moving_time", 0),
"elapsed_time": activity.get("elapsed_time", 0),
"average_speed": activity.get("average_speed", 0),
"max_speed": activity.get("max_speed", 0),
"average_heartrate": activity.get("average_heartrate", None),
"max_heartrate": activity.get("max_heartrate", None),
"total_elevation_gain": activity.get("total_elevation_gain", 0),
}
runs.append(selected_item)
# create pandas dataframe
data = pd.DataFrame(runs)
# set column data types
data["start_date_local"] = pd.to_datetime(data["start_date_local"])
data["distance"] = data["distance"].astype(float)
data["moving_time"] = data["moving_time"].astype(float)
data["elapsed_time"] = data["elapsed_time"].astype(float)
data["average_speed"] = data["average_speed"].astype(float)
data["max_speed"] = data["max_speed"].astype(float)
data["average_heartrate"] = data["average_heartrate"].astype(float)
data["max_heartrate"] = data["max_heartrate"].astype(float)
data["total_elevation_gain"] = data["total_elevation_gain"].astype(float)
return data
class athlete:
def __init__(self):
self.id = 0
self.firstname = ""
self.lastname = ""
self.weight = 0
self.set_athlete_data()
def set_athlete_data(self):
session = st.session_state.strava_auth
data = self.get_athlete_data(session)
self.id = data["id"]
self.firstname = data["firstname"]
self.lastname = data["lastname"]
self.weight = data["weight"]
def get_athlete_data(self, session):
response = session.get("https://www.strava.com/api/v3/athlete/")
data = response.json()
return data
class athlete_stats:
def __init__(self):
self.recent_run_totals = ""
self.all_run_totals = ""
self.ytd_run_totals = ""
self.get_stats()
def get_stats(self):
session = st.session_state.strava_auth
data = self.stats_response(session)
print(data)
self.recent_run_totals = data["recent_run_totals"]
self.all_run_totals = data["all_run_totals"]
self.ytd_run_totals = data["ytd_run_totals"]
def stats_response(self, session):
print(st.session_state.athlete.id)
response = session.get(
f"https://www.strava.com/api/v3/athlete/{st.session_state.athlete.id}/stats"
)
data = response.json()
return data