ADD many Stuff

main
sebastian.serfling 2024-08-14 15:24:47 +02:00
parent d8123665e4
commit 1b235e87d4
8 changed files with 174 additions and 0 deletions

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.env Normal file
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MYSQL_HOST="172.17.1.21"
MYSQL_USER="root"
MYSQL_PASSWORD="N53yBCswuawzBzS445VNAhWVMs3N59Gb9szEsrzXRBzarDqpdETpQeyt5v5CGe"
MYSQL_DATABASE="Kunden"
MYSQL_AUTH='mysql_native_password'

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.idea/.gitignore vendored Normal file
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# Default ignored files
/shelf/
/workspace.xml

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.idea/Reports-Visual.iml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<module type="PYTHON_MODULE" version="4">
<component name="NewModuleRootManager">
<content url="file://$MODULE_DIR$" />
<orderEntry type="inheritedJdk" />
<orderEntry type="sourceFolder" forTests="false" />
</component>
</module>

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<component name="InspectionProjectProfileManager">
<settings>
<option name="USE_PROJECT_PROFILE" value="false" />
<version value="1.0" />
</settings>
</component>

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.idea/misc.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="Black">
<option name="sdkName" value="Python 3.11" />
</component>
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11" project-jdk-type="Python SDK" />
</project>

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.idea/modules.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectModuleManager">
<modules>
<module fileurl="file://$PROJECT_DIR$/.idea/Reports-Visual.iml" filepath="$PROJECT_DIR$/.idea/Reports-Visual.iml" />
</modules>
</component>
</project>

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.idea/vcs.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="VcsDirectoryMappings">
<mapping directory="" vcs="Git" />
</component>
</project>

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main.py
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import streamlit as st
import pandas as pd
import mysql.connector
from datetime import datetime
import os
from dotenv import load_dotenv
# Load environment variables from .env file
load_dotenv()
# Function to get filtered data from the database
def get_filtered_data(customer_id, service_id, start_date, end_date):
mydb = mysql.connector.connect(
host=os.getenv("MYSQL_HOST"),
user=os.getenv("MYSQL_USER"),
password=os.getenv("MYSQL_PASSWORD"),
database=os.getenv("MYSQL_DATABASE")
)
# Prepare the query
query = f"""
SELECT DATE_FORMAT(sr.reportingdate, '%Y-%m') AS month,
COUNT(DISTINCT sr.username) as count
FROM Kunden.`services.reporting` sr
JOIN Kunden.services s ON sr.service_ID = s.service_ID
WHERE sr.customer_ID = {customer_id}
AND sr.service_ID = {service_id}
AND sr.username NOT LIKE '%admin%'
AND sr.username NOT LIKE '%test%'
AND sr.reportingdate BETWEEN '{start_date}' AND '{end_date}'
GROUP BY DATE_FORMAT(sr.reportingdate, '%Y-%m')
ORDER BY DATE_FORMAT(sr.reportingdate, '%Y-%m');
"""
service_reporting = pd.read_sql_query(query, mydb)
mydb.close()
return service_reporting
# Fetch initial data for default selections
def get_initial_data():
mydb = mysql.connector.connect(
host=os.getenv("MYSQL_HOST"),
user=os.getenv("MYSQL_USER"),
password=os.getenv("MYSQL_PASSWORD"),
database=os.getenv("MYSQL_DATABASE")
)
# Fetch unique service IDs and names
service_id_query = """
SELECT DISTINCT s.service_ID, s.name
FROM Kunden.`services.reporting` sr
JOIN Kunden.services s ON sr.service_ID = s.service_ID
"""
service_ids = pd.read_sql_query(service_id_query, mydb)
# Fetch customer information
customer_query = """
SELECT c.customer_ID, c.customer, co.companyname
FROM Kunden.company co
JOIN Kunden.customers c ON co.customer_ID = c.customer_ID
JOIN Kunden.`services.reporting` sr ON sr.customer_ID = co.customer_ID
GROUP BY c.customer_ID, c.customer, co.companyname;
"""
customers = pd.read_sql_query(customer_query, mydb)
# Fetch date range
date_query = """
SELECT MIN(reportingdate) AS min_date, MAX(reportingdate) AS max_date
FROM Kunden.`services.reporting`
"""
date_range = pd.read_sql_query(date_query, mydb)
mydb.close()
return service_ids, customers, date_range
# Get initial data for widgets
initial_service_ids, customers, initial_date_range = get_initial_data()
# Combine service_ID and name for display
service_options = initial_service_ids.apply(lambda row: f"{row['service_ID']} - {row['name']}", axis=1)
# Add selection widget for customer ID
selected_customer = st.selectbox(
'Select Customer',
customers.apply(lambda row: f"{row['customer_ID']} - {row['companyname']} - {row['customer']}", axis=1).tolist()
)
# Extract customer_ID from selected option
selected_customer_id = int(selected_customer.split(' - ')[0])
# Add selection widget for service ID
selected_service = st.selectbox(
'Select Service',
service_options.tolist()
)
# Extract service_ID from selected option
selected_service_id = int(selected_service.split(' - ')[0])
# Convert date range to datetime objects
min_date = initial_date_range['min_date'][0]
max_date = initial_date_range['max_date'][0]
# Add date range selection widget
selected_date_range = st.date_input(
'Select date range',
value=[min_date, max_date],
min_value=min_date,
max_value=max_date
)
# Format the selected dates as 'YYYY-MM-DD'
start_date_str = selected_date_range[0].strftime("%Y-%m-%d")
end_date_str = selected_date_range[1].strftime("%Y-%m-%d")
# Add a button to apply filters
if st.button('Apply Filters'):
# Fetch filtered data from the database
filtered_data = get_filtered_data(selected_customer_id, selected_service_id, start_date_str, end_date_str)
# Sort the data by month
filtered_data = filtered_data.sort_values('month')
# Create a bar chart with the filtered data
if not filtered_data.empty:
st.bar_chart(filtered_data.set_index('month')['count'])
else:
st.write("No data available for the selected filters.")