utils.py

import streamlit as st
import pandas as pd

def fetch_runs_to_df(api, projects, selected_project):
 data = []
 
 if selected_project == "All":
 # return all runs from all projects
 for project_name, details in projects.items():
 entity = details["entity"]
 project = details["project"]
 runs = api.runs(f"{entity}/{project}")
 for run in runs:
 data.append({
 "Run Name": run.name,
 "ID": run.id,
 "Created At": run.created_at,
 "State": run.state,
 "Tags": ", ".join(run.tags) # Join tags into a single string
 })
 df = pd.DataFrame(data)
 
 else:
 # Get the selected project's details
 entity = projects[selected_project]["entity"]
 project = projects[selected_project]["project"]
 runs = api.runs(f"{entity}/{project}")
 for run in runs:
 data.append({
 "Run Name": run.name,
 "ID": run.id,
 "Created At": run.created_at,
 "State": run.state,
 "Tags": ", ".join(run.tags) # Join tags into a single string
 })
 df = pd.DataFrame(data)

 return df