Spaces:
Sleeping
Sleeping
| import streamlit as st | |
| import os | |
| import time | |
| import pandas as pd | |
| from pandasai import SmartDatalake | |
| from pandasai import SmartDataframe | |
| from pandasai.responses.streamlit_response import StreamlitResponse | |
| import numpy as np | |
| #from pandasai import Agent | |
| import json | |
| import matplotlib.pyplot as plt | |
| os.environ['PANDASAI_API_KEY'] = "$2a$10$2s0v3C29vItNS2CO4QX10OV51/OONFCUNa4e9EU90w2Gozw88f4vK" | |
| st.set_page_config(page_title="SAP Data Analysis", layout="wide") | |
| st.image('Pandas-AI-Logo.png', caption=None) | |
| uploaded_file = st.file_uploader("Upload CSV data for analysis", type=['csv']) | |
| df1 = "" | |
| sdf = "" | |
| data = [{"Feb 24":"","1.":"Do","2.":"Fr","3.":"Sa","4.":"So","5.":"Mo","6.":"Di","7.":"Mi","8.":"Do","9.":"Fr","10.":"Sa","11.":"So","12.":"Mo","13.":"Di","14.":"Mi","15.":"Do","16.":"Fr","17.":"Sa","18.":"So","19.":"Mo","20.":"Di","21.":"Mi","22.":"Do","23.":"Fr","24.":"Sa","25.":"So","26.":"Mo","27.":"Di","28.":"Mi","29.":"Do"},{"Feb 24":"Standke Steffen","1.":"F","2.":"F","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"","13.":"","14.":"UA","15.":"UA","16.":"","17.":"SD","18.":"SD","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Will Susanne","1.":"","2.":"TZ","3.":"","4.":"","5.":"UA","6.":"","7.":"","8.":"","9.":"TZ","10.":"","11.":"","12.":"","13.":"","14.":"","15.":"","16.":"TZ","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"TZ","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Raab Julia","1.":"TZ","2.":"TZ","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"TZ","9.":"TZ","10.":"BLOCKER","11.":"","12.":"Ü","13.":"Ü","14.":"Ü","15.":"TZ","16.":"TZ","17.":"BLOCKER","18.":"","19.":"","20.":"","21.":"","22.":"TZ","23.":"TZ","24.":"","25.":"SD","26.":"","27.":"","28.":"","29.":"TZ"},{"Feb 24":"Eckert Marion","1.":"","2.":"","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"Ü","10.":"","11.":"","12.":"S","13.":"S","14.":"S","15.":"S","16.":"S","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"S","27.":"S","28.":"S","29.":"S"},{"Feb 24":"Meder, Milena","1.":"","2.":"","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"F","13.":"F","14.":"","15.":"F","16.":"F","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"Voloreise","27.":"","28.":"","29.":""},{"Feb 24":"Despang Angelika","1.":"","2.":"","3.":"SD","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"UA","13.":"UA","14.":"UA","15.":"","16.":"","17.":"","18.":"","19.":"F","20.":"F","21.":"F","22.":"F","23.":"F","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Heike Beudert","1.":"TZ","2.":"0,5 U","3.":"","4.":"","5.":"TZ","6.":"","7.":"","8.":"","9.":"","10.":"SD","11.":"SD","12.":"UA","13.":"UA","14.":"TZ","15.":"TZ","16.":"TZ","17.":"","18.":"","19.":"TZ","20.":"TZ","21.":"TZ","22.":"TZ","23.":"TZ","24.":"","25.":"","26.":"F","27.":"F","28.":"F","29.":"F"},{"Feb 24":"Borst Benedikt","1.":"","2.":"","3.":"","4.":"SD","5.":"F","6.":"F","7.":"F","8.":"F","9.":"F","10.":"BLOCKER","11.":"","12.":"UA","13.":"UA","14.":"F","15.":"","16.":"","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"BLOCKER","25.":"","26.":"","27.":"","28.":"","29.":""}] | |
| df1 = pd.DataFrame(data) | |
| #df | |
| if uploaded_file is not None: | |
| df1 = pd.read_csv(uploaded_file) | |
| #st.table(df1) | |
| df1 = pd.DataFrame(df1) | |
| df1 | |
| sdf = SmartDataframe(df1) | |
| bild = st.empty() | |
| bild.subheader("Datenanalyse & Datenvisualisierung") | |
| c = st.container(border=True) | |
| prompt = st.text_area("Enter your prompt:") | |
| if st.button("Generate"): | |
| if prompt: | |
| #c.text("Generating response...") | |
| with st.spinner("Generating response..."): | |
| #spin = st.spinner | |
| with bild: | |
| #with st.spinner("Generating response..."): | |
| bar = st.progress(20) | |
| #time.sleep(5) | |
| sdf.chat(prompt) | |
| st.success('Done!') | |
| #c.write(bar) | |
| #c.write(st.spinner) | |
| #bild.empty() | |
| if os.path.isfile('./exports/charts/temp_chart.png'): | |
| # Löschen Sie die Datei | |
| os.remove('./exports/charts/temp_chart.png') | |
| bild.write(sdf.chat(prompt)) | |
| if os.path.isfile('./exports/charts/temp_chart.png'): | |
| with bild: | |
| st.image('./exports/charts/temp_chart.png',caption=None) | |
| #st.write(sdf.chat(prompt)) | |
| #bar.progress(100) | |
| else: | |
| st.error("Please enter a prompt.") | |
| #with placeholder.container(): | |
| #st.write("This is one element") | |
| #st.write("This is another") | |
| #agent = Agent(df) | |
| #result = agent.chat("erstelle balkendiagramm") | |
| #st.write(result) | |
| #sdf = SmartDataframe(df) | |
| #sdf.chat("draw chart") | |
| #pandas_ai = PandasAI(llm, verbose=True, save_charts=True) | |
| #st.write(sdf.chat("Plot a chart")) | |
| #st.write(st.bar_chart(data)) | |