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Refactor API request functions with improved URL filtering and region… #232
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anirudhmehra12
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,13 +1,15 @@ | ||
import os | ||
import pandas as pd | ||
import streamlit as st | ||
from datetime import datetime, timedelta | ||
import os | ||
|
||
from nowcasting_datamodel.connection import DatabaseConnection | ||
from pvsite_datamodel.connection import DatabaseConnection as SitesDatabaseConnection | ||
|
||
from nowcasting_datamodel.read.read_user import ( | ||
get_all_last_api_request, | ||
get_api_requests_for_one_user, | ||
) | ||
from pvsite_datamodel.connection import DatabaseConnection as SitesDatabaseConnection | ||
from pvsite_datamodel.read.user import get_all_last_api_request as get_all_last_api_request_sites | ||
from pvsite_datamodel.read.user import ( | ||
get_api_requests_for_one_user as get_api_requests_for_one_user_sites, | ||
|
@@ -17,26 +19,29 @@ | |
|
||
region = os.getenv("REGION", "uk") | ||
|
||
if region == "uk": | ||
get_all_last_api_request_dict = { | ||
# Simplified dictionary for API request functions based on region | ||
get_all_last_api_request_dict = { | ||
"uk": { | ||
"National": get_all_last_api_request, | ||
"Sites": get_all_last_api_request_sites, | ||
} | ||
else: | ||
get_all_last_api_request_dict = { | ||
"Sites": get_all_last_api_request_sites, | ||
"Sites": get_all_last_api_request_sites | ||
}, | ||
"default": { | ||
"Sites": get_all_last_api_request_sites | ||
} | ||
|
||
}[region] if region == 'uk' else get_all_last_api_request_dict["default"] | ||
|
||
def user_page(): | ||
|
||
""" | ||
Streamlit page to display API user statistics and request details | ||
""" | ||
st.markdown( | ||
f'<h1 style="color:#63BCAF;font-size:48px;">{"API Users Page"}</h1>', | ||
unsafe_allow_html=True, | ||
) | ||
|
||
st.text("See which users have been using the API") | ||
|
||
# Date range selection with reasonable defaults | ||
start_time = st.sidebar.date_input( | ||
"Start Date", | ||
min_value=datetime.today() - timedelta(days=365), | ||
|
@@ -50,71 +55,81 @@ def user_page(): | |
value=datetime.today() + timedelta(days=1), | ||
) | ||
|
||
# get last call from the database | ||
# Database connection setup | ||
db_url = os.getenv("DB_URL", None) | ||
db_url_sites = os.getenv("SITES_DB_URL", None) | ||
|
||
# if both databases are available, let the user choose which one to use | ||
# if none, show error | ||
# Database selection logic | ||
if region == 'uk': | ||
national_or_sites = st.sidebar.selectbox("Select", ["National", "Sites"], index=0) | ||
else: | ||
national_or_sites = "Sites" | ||
|
||
# depending on which database has been selected, we choose the | ||
# 1. connection function | ||
# 2. get_all_last_api_request function | ||
# 3. get_api_requests_for_one_user function | ||
if national_or_sites == "National": | ||
connection = DatabaseConnection(url=db_url, echo=True) | ||
get_api_requests_for_one_user_func = get_api_requests_for_one_user | ||
else: | ||
connection = SitesDatabaseConnection(url=db_url_sites, echo=True) | ||
get_api_requests_for_one_user_func = get_api_requests_for_one_user_sites | ||
# Choose appropriate connection and request functions | ||
connection = ( | ||
DatabaseConnection(url=db_url, echo=True) if national_or_sites == "National" | ||
else SitesDatabaseConnection(url=db_url_sites, echo=True) | ||
) | ||
get_api_requests_for_one_user_func = ( | ||
get_api_requests_for_one_user if national_or_sites == "National" | ||
else get_api_requests_for_one_user_sites | ||
) | ||
|
||
# Get last API requests | ||
last_request = get_last_request_by_user(_connection=connection, national_or_sites=national_or_sites) | ||
|
||
# Process and display last requests | ||
last_request = pd.DataFrame(last_request, columns=["email", "last API request"]) | ||
last_request = last_request.sort_values(by="last API request", ascending=False) | ||
last_request.set_index("email", inplace=True) | ||
|
||
st.write(last_request) | ||
|
||
# add selectbox for users | ||
email_selected = st.sidebar.selectbox("Select", last_request.index.tolist(), index=0) | ||
# User selection | ||
email_selected = st.sidebar.selectbox("Select User", last_request.index.tolist(), index=0) | ||
|
||
# get all calls for selected user | ||
# Fetch API requests for selected user | ||
with connection.get_session() as session: | ||
api_requests_sql = get_api_requests_for_one_user_func( | ||
session=session, email=email_selected, start_datetime=start_time, end_datetime=end_time | ||
session=session, | ||
email=email_selected, | ||
start_datetime=start_time, | ||
end_datetime=end_time | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I cant see any extra filtering in here? Perhaps this is in the other PR? |
||
) | ||
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# Transform SQL requests to DataFrame | ||
api_requests = [ | ||
(api_request_sql.created_utc, api_request_sql.url) | ||
for api_request_sql in api_requests_sql | ||
] | ||
|
||
api_requests = pd.DataFrame(api_requests, columns=["created_utc", "url"]) | ||
|
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# Plot individual API requests | ||
fig = make_api_requests_plot(api_requests, email_selected, end_time, start_time) | ||
st.plotly_chart(fig, theme="streamlit") | ||
|
||
# add plot that shows amount of api calls per day | ||
# Plot API request frequency | ||
api_requests["created_utc"] = pd.to_datetime(api_requests["created_utc"]) | ||
api_requests["date"] = api_requests["created_utc"].dt.date | ||
api_requests_days = api_requests[["date", "url"]].groupby("date").count() | ||
api_requests_days.reset_index(inplace=True) | ||
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print(api_requests_days) | ||
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fig = make_api_frequency_requests_plot(api_requests_days, email_selected, end_time, start_time) | ||
st.plotly_chart(fig, theme="streamlit") | ||
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||
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@st.cache_data(ttl=60) | ||
def get_last_request_by_user(_connection, national_or_sites:str): | ||
"""Get the last request by user | ||
""" | ||
Get the last request by user with 1-minute cache | ||
|
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Args: | ||
_connection: Database connection | ||
national_or_sites: Source of API requests ('National' or 'Sites') | ||
|
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Note data is cached for one minute | ||
Returns: | ||
List of tuples with user email and last request timestamp | ||
""" | ||
_get_all_last_api_request_func = get_all_last_api_request_dict[national_or_sites] | ||
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do you mind putting it back how it was, I find it easier to read?