Spaces:
Running
Running
import streamlit as st | |
from azure.cosmos import CosmosClient, exceptions | |
import os | |
import pandas as pd | |
import traceback | |
import shutil | |
from github import Github | |
from git import Repo | |
from datetime import datetime | |
import base64 | |
import json | |
import uuid # π² For generating unique IDs | |
from urllib.parse import quote # π For encoding URLs | |
from gradio_client import Client # π For connecting to Gradio apps | |
# π Welcome to our fun-filled Cosmos DB and GitHub Integration app! | |
st.set_page_config(layout="wide") | |
# π Cosmos DB configuration | |
ENDPOINT = "https://acae-afd.documents.azure.com:443/" | |
DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME") | |
CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME") | |
Key = os.environ.get("Key") # π Don't forget your key! | |
# π Your local app URL (Change this to your app's URL) | |
LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI" | |
# π Initialize logging system | |
if 'logs' not in st.session_state: | |
st.session_state.logs = [] | |
def log_event(message): | |
"""Adds a log entry to the log session state.""" | |
timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S') | |
st.session_state.logs.append(f"[{timestamp}] {message}") | |
# π Add logs to sidebar | |
st.sidebar.title("π Log Viewer") | |
st.sidebar.write("\n".join(st.session_state.logs)) | |
# π€ OpenAI configuration | |
# openai.api_key = os.environ.get("OPENAI_API_KEY") | |
# MODEL = "gpt-3.5-turbo" # Replace with your desired model | |
# π Cosmos DB functions | |
def insert_record(container, record): | |
try: | |
container.create_item(body=record) | |
log_event("Record inserted successfully!") | |
return True, "Record inserted successfully! π" | |
except exceptions.CosmosHttpResponseError as e: | |
log_event(f"HTTP error occurred: {str(e)} π¨") | |
return False, f"HTTP error occurred: {str(e)} π¨" | |
except Exception as e: | |
log_event(f"An unexpected error occurred: {str(e)} π±") | |
return False, f"An unexpected error occurred: {str(e)} π±" | |
def update_record(container, updated_record): | |
try: | |
container.upsert_item(body=updated_record) | |
log_event(f"Record with id {updated_record['id']} successfully updated.") | |
return True, f"Record with id {updated_record['id']} successfully updated. π οΈ" | |
except exceptions.CosmosHttpResponseError as e: | |
log_event(f"HTTP error occurred: {str(e)} π¨") | |
return False, f"HTTP error occurred: {str(e)} π¨" | |
except Exception as e: | |
log_event(f"An unexpected error occurred: {traceback.format_exc()} π±") | |
return False, f"An unexpected error occurred: {traceback.format_exc()} π±" | |
def delete_record(container, name, id): | |
try: | |
container.delete_item(item=id, partition_key=id) | |
log_event(f"Successfully deleted record with name: {name} and id: {id}") | |
return True, f"Successfully deleted record with name: {name} and id: {id} ποΈ" | |
except exceptions.CosmosResourceNotFoundError: | |
log_event(f"Record with id {id} not found. It may have been already deleted.") | |
return False, f"Record with id {id} not found. It may have been already deleted. π΅οΈββοΈ" | |
except exceptions.CosmosHttpResponseError as e: | |
log_event(f"HTTP error occurred: {str(e)} π¨") | |
return False, f"HTTP error occurred: {str(e)} π¨" | |
except Exception as e: | |
log_event(f"An unexpected error occurred: {traceback.format_exc()} π±") | |
return False, f"An unexpected error occurred: {traceback.format_exc()} π±" | |
# π² Function to generate a unique UUID | |
def generate_unique_id(): | |
return str(uuid.uuid4()) | |
def get_databases(client): | |
return [db['id'] for db in client.list_databases()] | |
def get_containers(database): | |
return [container['id'] for container in database.list_containers()] | |
def get_documents(container, limit=None): | |
query = "SELECT * FROM c ORDER BY c._ts DESC" | |
items = list(container.query_items(query=query, enable_cross_partition_query=True, max_item_count=limit)) | |
return items | |
def save_to_cosmos_db(container, query, response1, response2): | |
try: | |
if container: | |
record = { | |
"id": generate_unique_id(), | |
"query": query, | |
"response1": response1, | |
"response2": response2 | |
} | |
try: | |
container.create_item(body=record) | |
st.success(f"Record saved successfully with ID: {record['id']}") | |
log_event(f"Record saved to Cosmos DB with ID: {record['id']}") | |
# Refresh the documents display | |
st.session_state.documents = get_documents(container) | |
except exceptions.CosmosHttpResponseError as e: | |
st.error(f"Error saving record to Cosmos DB: {e}") | |
log_event(f"Error saving record to Cosmos DB: {e}") | |
else: | |
st.error("Cosmos DB container is not initialized.") | |
log_event("Error: Cosmos DB container is not initialized.") | |
except Exception as e: | |
st.error(f"An unexpected error occurred: {str(e)}") | |
log_event(f"An unexpected error occurred while saving to Cosmos DB: {str(e)}") | |
# π€ Function to process text input | |
def process_text(text_input): | |
if text_input: | |
if 'messages' not in st.session_state: | |
st.session_state.messages = [] | |
st.session_state.messages.append({"role": "user", "content": text_input}) | |
with st.chat_message("user"): | |
st.markdown(text_input) | |
with st.chat_message("assistant"): | |
search_glossary(text_input) | |
# π Main function | |
def main(): | |
st.title("πGitπCosmosπ« - Azure Cosmos DB and Github Agent") | |
if 'logged_in' not in st.session_state: | |
st.session_state.logged_in = False | |
if 'selected_records' not in st.session_state: | |
st.session_state.selected_records = [] | |
if 'client' not in st.session_state: | |
st.session_state.client = None | |
if 'selected_database' not in st.session_state: | |
st.session_state.selected_database = None | |
if 'selected_container' not in st.session_state: | |
st.session_state.selected_container = None | |
if 'selected_document_id' not in st.session_state: | |
st.session_state.selected_document_id = None | |
if 'current_index' not in st.session_state: | |
st.session_state.current_index = 0 | |
if 'cloned_doc' not in st.session_state: | |
st.session_state.cloned_doc = None | |
# βοΈ Check query parameters for any action | |
try: | |
query_params = st.query_params | |
query = query_params.get('q') or query_params.get('query') or '' | |
if query: | |
process_text(query) | |
st.stop() | |
except Exception as e: | |
st.markdown(' ') | |
# π Automatic Login | |
if Key: | |
st.session_state.primary_key = Key | |
st.session_state.logged_in = True | |
else: | |
st.error("Cosmos DB Key is not set in environment variables. πβ") | |
return | |
if st.session_state.logged_in: | |
# π Initialize Cosmos DB client | |
try: | |
if st.session_state.client is None: | |
st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key) | |
st.sidebar.title("πGitπCosmosπ«ποΈNavigator") | |
databases = get_databases(st.session_state.client) | |
selected_db = st.sidebar.selectbox("ποΈ Select Database", databases) | |
if selected_db != st.session_state.selected_database: | |
st.session_state.selected_database = selected_db | |
st.session_state.selected_container = None | |
st.session_state.selected_document_id = None | |
st.session_state.current_index = 0 | |
st.rerun() | |
if st.session_state.selected_database: | |
database = st.session_state.client.get_database_client(st.session_state.selected_database) | |
containers = get_containers(database) | |
selected_container = st.sidebar.selectbox("π Select Container", containers) | |
if selected_container != st.session_state.selected_container: | |
st.session_state.selected_container = selected_container | |
st.session_state.selected_document_id = None | |
st.session_state.current_index = 0 | |
st.rerun() | |
if st.session_state.selected_container: | |
container = database.get_container_client(st.session_state.selected_container) | |
# π¦ Add Export button | |
if st.button("π¦ Export Container Data"): | |
download_link = archive_current_container(st.session_state.selected_database, st.session_state.selected_container, st.session_state.client) | |
if download_link.startswith('<a'): | |
st.markdown(download_link, unsafe_allow_html=True) | |
else: | |
st.error(download_link) | |
# Fetch documents | |
documents = get_documents(container) | |
total_docs = len(documents) | |
if total_docs > 5: | |
documents_to_display = documents[:5] | |
st.info("Showing top 5 most recent documents.") | |
else: | |
documents_to_display = documents | |
st.info(f"Showing all {len(documents_to_display)} documents.") | |
if documents_to_display: | |
# π¨ Add Viewer/Editor selection | |
view_options = ['Show as Markdown', 'Show as Code Editor', 'Show as Edit and Save', 'Clone Document', 'New Record'] | |
selected_view = st.selectbox("Select Viewer/Editor", view_options, index=2) | |
if selected_view == 'Show as Markdown': | |
doc = documents[st.session_state.current_index] | |
st.markdown(f"#### Document ID: {doc.get('id', '')}") | |
content = json.dumps(doc, indent=2) | |
st.markdown(f"```json\n{content}\n```") | |
col_prev, col_next = st.columns([1, 1]) | |
with col_prev: | |
if st.button("β¬ οΈ Previous", key='prev_markdown'): | |
if st.session_state.current_index > 0: | |
st.session_state.current_index -= 1 | |
st.rerun() | |
with col_next: | |
if st.button("β‘οΈ Next", key='next_markdown'): | |
if st.session_state.current_index < total_docs - 1: | |
st.session_state.current_index += 1 | |
st.rerun() | |
elif selected_view == 'Show as Code Editor': | |
doc = documents[st.session_state.current_index] | |
st.markdown(f"#### Document ID: {doc.get('id', '')}") | |
doc_str = st.text_area("Edit Document", value=json.dumps(doc, indent=2), height=300, key=f'code_editor_{st.session_state.current_index}') | |
col_prev, col_next = st.columns([1, 1]) | |
with col_prev: | |
if st.button("β¬ οΈ Previous", key='prev_code'): | |
if st.session_state.current_index > 0: | |
st.session_state.current_index -= 1 | |
st.rerun() | |
with col_next: | |
if st.button("β‘οΈ Next", key='next_code'): | |
if st.session_state.current_index < total_docs - 1: | |
st.session_state.current_index += 1 | |
st.rerun() | |
if st.button("πΎ Save Changes", key=f'save_button_{st.session_state.current_index}'): | |
try: | |
updated_doc = json.loads(doc_str) | |
success, message = update_record(container, updated_doc) | |
if success: | |
st.success(f"Document {updated_doc['id']} saved successfully.") | |
st.session_state.selected_document_id = updated_doc['id'] | |
st.rerun() | |
else: | |
st.error(message) | |
except json.JSONDecodeError as e: | |
st.error(f"Invalid JSON: {str(e)} π«") | |
elif selected_view == 'Show as Edit and Save': | |
st.markdown("#### Edit the document fields below:") | |
num_cols = len(documents_to_display) | |
cols = st.columns(num_cols) | |
for idx, (col, doc) in enumerate(zip(cols, documents_to_display)): | |
with col: | |
st.markdown(f"##### Document ID: {doc.get('id', '')}") | |
editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}') | |
editable_doc = doc.copy() | |
editable_doc.pop('id', None) | |
doc_str = st.text_area("Document Content (in JSON format)", value=json.dumps(editable_doc, indent=2), height=300, key=f'doc_str_{idx}') | |
col_save, col_ai = st.columns(2) | |
with col_save: | |
if st.button("πΎ Save Changes", key=f'save_button_{idx}'): | |
try: | |
updated_doc = json.loads(doc_str) | |
updated_doc['id'] = editable_id | |
success, message = update_record(container, updated_doc) | |
if success: | |
st.success(f"Document {updated_doc['id']} saved successfully.") | |
st.session_state.selected_document_id = updated_doc['id'] | |
st.rerun() | |
else: | |
st.error(message) | |
except json.JSONDecodeError as e: | |
st.error(f"Invalid JSON: {str(e)} π«") | |
with col_ai: | |
if st.button("π€ Run With AI", key=f'run_with_ai_button_{idx}'): | |
search_glossary(json.dumps(editable_doc, indent=2)) | |
elif selected_view == 'Clone Document': | |
st.markdown("#### Clone a document:") | |
for idx, doc in enumerate(documents_to_display): | |
st.markdown(f"##### Document ID: {doc.get('id', '')}") | |
if st.button("π Clone Document", key=f'clone_button_{idx}'): | |
cloned_doc = doc.copy() | |
cloned_doc['id'] = generate_unique_id() | |
st.session_state.cloned_doc = cloned_doc | |
st.session_state.cloned_doc_str = json.dumps(cloned_doc, indent=2) | |
st.session_state.clone_mode = True | |
st.rerun() | |
if st.session_state.get('clone_mode', False): | |
st.markdown("#### Edit Cloned Document:") | |
cloned_doc_str = st.text_area("Cloned Document Content (in JSON format)", value=st.session_state.cloned_doc_str, height=300) | |
if st.button("πΎ Save Cloned Document"): | |
try: | |
new_doc = json.loads(cloned_doc_str) | |
success, message = insert_record(container, new_doc) | |
if success: | |
st.success(f"Cloned document saved with id: {new_doc['id']} π") | |
st.session_state.selected_document_id = new_doc['id'] | |
st.session_state.clone_mode = False | |
st.session_state.cloned_doc = None | |
st.session_state.cloned_doc_str = '' | |
st.rerun() | |
else: | |
st.error(message) | |
except json.JSONDecodeError as e: | |
st.error(f"Invalid JSON: {str(e)} π«") | |
elif selected_view == 'New Record': | |
st.markdown("#### Create a new document:") | |
if st.button("π€ Insert Auto-Generated Record"): | |
success, message = insert_auto_generated_record(container) | |
if success: | |
st.success(message) | |
st.rerun() | |
else: | |
st.error(message) | |
else: | |
new_id = st.text_input("ID", value=generate_unique_id(), key='new_id') | |
new_doc_str = st.text_area("Document Content (in JSON format)", value='{}', height=300) | |
if st.button("β Create New Document"): | |
try: | |
new_doc = json.loads(new_doc_str) | |
new_doc['id'] = new_id | |
success, message = insert_record(container, new_doc) | |
if success: | |
st.success(f"New document created with id: {new_doc['id']} π") | |
st.session_state.selected_document_id = new_doc['id'] | |
st.rerun() | |
else: | |
st.error(message) | |
except json.JSONDecodeError as e: | |
st.error(f"Invalid JSON: {str(e)} π«") | |
else: | |
st.sidebar.info("No documents found in this container. π") | |
# π Main content area | |
st.subheader(f"π Container: {st.session_state.selected_container}") | |
if st.session_state.selected_container: | |
if documents_to_display: | |
df = pd.DataFrame(documents_to_display) | |
st.dataframe(df) | |
else: | |
st.info("No documents to display. π§") | |
# π GitHub section | |
st.subheader("π GitHub Operations") | |
github_token = os.environ.get("GITHUB") # Read GitHub token from environment variable | |
source_repo = st.text_input("Source GitHub Repository URL", value="https://github.com/AaronCWacker/AIExamples-8-24-Streamlit") | |
new_repo_name = st.text_input("New Repository Name (for cloning)", value=f"AIExample-Clone-{datetime.now().strftime('%Y%m%d_%H%M%S')}") | |
col1, col2 = st.columns(2) | |
with col1: | |
if st.button("π₯ Clone Repository"): | |
if github_token and source_repo: | |
try: | |
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d%H%M%S')}" | |
download_github_repo(source_repo, local_path) | |
zip_filename = f"{new_repo_name}.zip" | |
create_zip_file(local_path, zip_filename[:-4]) | |
st.markdown(get_base64_download_link(zip_filename, zip_filename), unsafe_allow_html=True) | |
st.success("Repository cloned successfully! π") | |
except Exception as e: | |
st.error(f"An error occurred: {str(e)} π’") | |
finally: | |
if os.path.exists(local_path): | |
shutil.rmtree(local_path) | |
if os.path.exists(zip_filename): | |
os.remove(zip_filename) | |
else: | |
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πβ") | |
with col2: | |
if st.button("π€ Push to New Repository"): | |
if github_token and source_repo: | |
try: | |
g = Github(github_token) | |
new_repo = create_repo(g, new_repo_name) | |
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d%H%M%S')}" | |
download_github_repo(source_repo, local_path) | |
push_to_github(local_path, new_repo, github_token) | |
st.success(f"Repository pushed successfully to {new_repo.html_url} π") | |
except Exception as e: | |
st.error(f"An error occurred: {str(e)} π’") | |
finally: | |
if os.path.exists(local_path): | |
shutil.rmtree(local_path) | |
else: | |
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πβ") | |
except exceptions.CosmosHttpResponseError as e: | |
st.error(f"Failed to connect to Cosmos DB. HTTP error: {str(e)} π¨") | |
except Exception as e: | |
st.error(f"An unexpected error occurred: {str(e)} π±") | |
# πͺ Logout button | |
if st.session_state.logged_in and st.sidebar.button("πͺ Logout"): | |
st.session_state.logged_in = False | |
st.session_state.selected_records.clear() | |
st.session_state.client = None | |
st.session_state.selected_database = None | |
st.session_state.selected_container = None | |
st.session_state.selected_document_id = None | |
st.session_state.current_index = 0 | |
st.rerun() | |
if __name__ == "__main__": | |
main() | |