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import os | |
import streamlit as st | |
from azure.cosmos import CosmosClient, PartitionKey | |
from azure.storage.blob import BlobServiceClient | |
import requests | |
# Environment Variables | |
COSMOS_CONNECTION_STRING = os.getenv('COSMOS_CONNECTION_STRING') | |
BLOB_STORAGE_CONNECTION_STRING = os.getenv('BLOB_STORAGE_CONNECTION_STRING') | |
# Initialize Azure Cosmos DB Client | |
cosmos_client = CosmosClient.from_connection_string(COSMOS_CONNECTION_STRING) | |
# Initialize Azure Blob Storage Client | |
blob_service = BlobServiceClient.from_connection_string(BLOB_STORAGE_CONNECTION_STRING) | |
# Function to Retrieve and Display Cosmos DB Structure | |
def display_cosmos_db_structure(): | |
st.subheader('Azure Cosmos DB Structure') | |
for db_properties in cosmos_client.list_databases(): | |
db_name = db_properties['id'] | |
st.markdown(f"#### Database: {db_name}") | |
database_client = cosmos_client.get_database_client(db_name) | |
for container_properties in database_client.list_containers(): | |
container_name = container_properties['id'] | |
st.markdown(f"- **Container**: {container_name}") | |
container_client = database_client.get_container_client(container_name) | |
items = list(container_client.read_all_items()) | |
for item in items: | |
st.markdown(f" - Item: `{item['id']}`") # Replace 'id' with the appropriate key if different | |
# Button to Trigger Display of Cosmos DB Structure | |
if st.button('Show Cosmos DB Structure'): | |
display_cosmos_db_structure() | |
# Function to Add an Item | |
def add_item_to_container(database_name, container_name, item): | |
container = cosmos_client.get_database_client(database_name).get_container_client(container_name) | |
container.create_item(item) | |
# Function to Get All Item Keys from a Container | |
def get_all_item_keys(database_name, container_name): | |
container = cosmos_client.get_database_client(database_name).get_container_client(container_name) | |
items = list(container.query_items( | |
query="SELECT c.id FROM c", | |
enable_cross_partition_query=True)) | |
return [item['id'] for item in items] | |
# Function to Retrieve and Display an Item | |
def display_item(database_name, container_name, item_id): | |
container = cosmos_client.get_database_client(database_name).get_container_client(container_name) | |
item = container.read_item(item_id, partition_key=PartitionKey(item_id)) | |
st.markdown(f"- **Item ID**: {item_id}, **Content**: {json.dumps(item)}") | |
# Test Function to Add and Retrieve Image Prompts | |
def test_image_prompts(database_name, container_name): | |
# Sample data | |
image_prompts = [{"id": f"image_{i}", "prompt": f"Image prompt {i}", "image_url": f"http://example.com/image_{i}.jpg"} for i in range(10)] | |
# Add items | |
for item in image_prompts: | |
add_item_to_container(database_name, container_name, item) | |
# Retrieve and display items | |
item_keys = get_all_item_keys(database_name, container_name) | |
for key in item_keys: | |
display_item(database_name, container_name, key) | |
# UI to Test Image Prompts Function | |
if st.button('Test Image Prompts'): | |
test_database_name = st.text_input('Enter Test Database Name') | |
test_container_name = st.text_input('Enter Test Container Name') | |
if test_database_name and test_container_name: | |
test_image_prompts(test_database_name, test_container_name) | |
else: | |
st.error('Please enter the test database and container names.') | |
# Streamlit UI | |
st.title('Azure Services Integration with Streamlit') | |
# Azure Cosmos DB - CRUD Operations | |
st.subheader('Azure Cosmos DB - CRUD Operations') | |
cosmos_db = st.text_input('Database Name') | |
cosmos_container = st.text_input('Container Name') | |
item_id = st.text_input("Item ID (for Read, Update, Delete)") | |
item_data = st.text_area("Item Data (JSON format, for Create and Update)") | |
if st.button('Create Item in Cosmos DB'): | |
container = cosmos_client.get_database_client(cosmos_db).get_container_client(cosmos_container) | |
container.create_item(item_data) | |
if st.button('Read Item from Cosmos DB'): | |
container = cosmos_client.get_database_client(cosmos_db).get_container_client(cosmos_container) | |
item = container.read_item(item_id, partition_key=PartitionKey(item_id)) | |
st.json(item) | |
# Azure Blob Storage - Upload/Download | |
st.subheader('Azure Blob Storage - Upload/Download') | |
blob_container = st.text_input('Blob Container') | |
blob_file = st.file_uploader('Upload file to Blob') | |
if blob_file is not None and st.button('Upload to Blob'): | |
blob_client = blob_service.get_blob_client(container=blob_container, blob=blob_file.name) | |
blob_client.upload_blob(blob_file.getvalue()) | |
# Azure Functions - Trigger | |
st.subheader('Azure Functions - Trigger') | |
function_url = st.text_input('Function URL') | |
if st.button('Call Azure Function'): | |
response = requests.get(function_url) | |
st.write('Function Response:', response.text) | |