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Update app.py
Browse files
app.py
CHANGED
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import base64
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import glob
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import hashlib
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@@ -26,7 +29,9 @@ import requests
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import numpy as np
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from urllib.parse import quote
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#
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external_links = [
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{"title": "CosmosDB GenAI Full Text Search", "url": "https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/full-text-search", "emoji": "π»"},
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{"title": "CosmosDB SQL API Client Library", "url": "https://learn.microsoft.com/en-us/python/api/overview/azure/cosmos-readme?view=azure-python", "emoji": "π»"},
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@@ -41,7 +46,9 @@ external_links = [
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{"title": "arcee.ai Official Website", "url": "https://arcee.ai", "emoji": "π"},
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]
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#
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Site_Name = 'π GitCosmos'
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title = "π GitCosmos"
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helpURL = 'https://huggingface.co/awacke1'
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@@ -59,7 +66,7 @@ st.set_page_config(
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}
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)
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#
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ENDPOINT = "https://acae-afd.documents.azure.com:443/"
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DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
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CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME")
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LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
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CosmosDBUrl = 'https://portal.azure.com/#@AaronCWackergmail.onmicrosoft.com/resource/subscriptions/003fba60-5b3f-48f4-ab36-3ed11bc40816/resourceGroups/datasets/providers/Microsoft.DocumentDB/databaseAccounts/acae-afd/dataExplorer'
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#
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def get_download_link(file_path):
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with open(file_path, "rb") as file:
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contents = file.read()
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@@ -141,12 +150,17 @@ def preprocess_text(text):
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text = re.sub(r'[^\x00-\x7F]+', '', text)
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return text.strip()
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def sanitize_json_text(text):
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text = re.sub(r'[\x00-\x08\x0B\x0C\x0E-\x1F]', '', text)
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text = text.replace("\n", "\\n").replace("\r", "\\r").replace("\t", "\\t")
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return text
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#
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def get_databases(client):
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return [db['id'] for db in client.list_databases()]
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if "id" not in record:
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return False, "Record must contain an 'id' field. π"
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doc_id = record["id"]
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partition_key_value = record.get("pk", doc_id)
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container.delete_item(item=doc_id, partition_key=partition_key_value)
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except exceptions.CosmosResourceNotFoundError:
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except exceptions.CosmosHttpResponseError as e:
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except Exception as e:
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def archive_current_container(database_name, container_name, client):
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try:
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except Exception as e:
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return f"Archive error: {str(e)} π’"
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#
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database_name = st.text_input("Enter Database Name", value="testDatabase", key="demo_db_name")
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if st.button("Create Database", key="btn_create_db"):
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.create_database(database_name)
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st.success(f"Database '{database_name}' created.")
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st.write(database)
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except exceptions.CosmosResourceExistsError:
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database = client_demo.get_database_client(database_name)
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st.info(f"Database '{database_name}' already exists.")
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st.write(database)
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def demo_create_container():
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st.markdown("### Demo: Create Container")
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database_name = st.text_input("Enter Database Name", value="testDatabase", key="demo_db_for_container")
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container_name = st.text_input("Enter Container Name", value="products", key="demo_container_name")
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partition_key = st.text_input("Enter Partition Key Path", value="/productName", key="demo_partition_key")
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if st.button("Create Container", key="btn_create_container"):
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.create_container(id=container_name, partition_key=PartitionKey(path=partition_key))
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st.success(f"Container '{container_name}' created.")
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st.write(container)
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except exceptions.CosmosResourceExistsError:
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container = database.get_container_client(container_name)
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st.info(f"Container '{container_name}' already exists.")
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st.write(container)
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except exceptions.CosmosHttpResponseError as e:
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st.error(f"HTTP error: {str(e)}")
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def demo_create_analytical_container():
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st.markdown("### Demo: Create Analytical Store Enabled Container")
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database_name = st.text_input("Enter Database Name", value="testDatabase", key="demo_db_for_analytical")
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container_name = st.text_input("Enter Container Name", value="products", key="demo_container_analytical")
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partition_key = st.text_input("Enter Partition Key Path", value="/productName", key="demo_partition_key_analytical")
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if st.button("Create Analytical Container", key="btn_create_analytical"):
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.create_container(
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id=
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partition_key=PartitionKey(path=
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analytical_storage_ttl
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)
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container
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.get_container_client(container_name)
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for i in range(1, int(num_items) + 1):
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container.upsert_item({
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'id': f'item{i}',
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'productName': 'Widget',
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'productModel': f'Model {i}'
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})
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st.success(f"Inserted {num_items} items.")
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.get_container_client(container_name)
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items = list(container.query_items(
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query=f'SELECT * FROM products p WHERE p.productModel = "{query_model}"',
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enable_cross_partition_query=True
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))
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count = 0
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for item in items:
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container.delete_item(item, partition_key=item.get("productName", "Widget"))
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count += 1
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st.success(f"Deleted {count} items with productModel = '{query_model}'.")
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.get_container_client(container_name)
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results = list(container.query_items(query=query_str, enable_cross_partition_query=True))
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if results:
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for item in results:
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st.json(item)
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else:
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st.info("No results found.")
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.get_container_client(container_name)
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discontinued_items = container.query_items(
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query='SELECT * FROM products p WHERE p.productModel = @model',
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parameters=[{"name": "@model", "value": model_value}],
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enable_cross_partition_query=True
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)
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for item in discontinued_items:
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st.json(item)
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except Exception as e:
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st.error(f"Error: {str(e)}")
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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props = database.read()
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st.json(props)
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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database_name = st.text_input("Enter Database Name", value="testDatabase", key="demo_db_throughput")
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container_name = st.text_input("Enter Container Name (for container throughput)", value="testContainer", key="demo_container_throughput")
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if st.button("Get Throughput", key="btn_get_throughput"):
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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db_offer = database.get_throughput()
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st.write(f"Database Offer: {db_offer.properties['id']} with throughput {db_offer.properties['content']['offerThroughput']}")
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try:
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container = database.get_container_client(container_name)
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container_offer = container.get_throughput()
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st.write(f"Container Offer: {container_offer.properties['id']} with throughput {container_offer.properties['content']['offerThroughput']}")
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except exceptions.CosmosHttpResponseError as e:
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st.error(f"Container throughput error: {str(e)}")
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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container_name = st.text_input("Enter Container Name", value="products", key="demo_container_modify")
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new_ttl = st.number_input("Enter new default TTL (seconds)", min_value=0, value=10, key="demo_new_ttl")
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if st.button("Modify Container", key="btn_modify_container"):
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if not ENDPOINT or not Key:
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st.error("Missing Cosmos configuration: ENDPOINT or Key")
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return
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client_demo = CosmosClient(ENDPOINT, credential=Key)
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try:
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database = client_demo.get_database_client(database_name)
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container = database.get_container_client(container_name)
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# Using replace_container as in your snippet.
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database.replace_container(
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container,
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partition_key=PartitionKey(path="/productName"),
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default_ttl=new_ttl,
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)
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container_props = container.read()
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st.write("New default TTL:", container_props.get("defaultTtl"))
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except Exception as e:
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st.error(f"Error: {str(e)}")
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def
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st.error(f"Error: {str(e)}")
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#
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def display_saved_files_in_sidebar():
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all_files = sorted([f for f in glob.glob("*.md") if not f.lower().startswith('readme')], reverse=True)
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st.sidebar.markdown("## π Files")
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with md_tab:
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st.markdown(st.session_state.file_content[file_path])
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with code_tab:
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new_content = st.text_area("Edit:", value=st.session_state.file_content[file_path], height=400, key=f"editor_{hash(file_path)}", on_change=lambda:
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col1, col2 = st.columns([1, 5])
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with col1:
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if st.button("πΎ Save"):
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elif st.session_state.file_view_mode == 'edit':
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display_file_editor(st.session_state.current_file)
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#
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def show_sidebar_data_grid():
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if st.session_state.get("current_container"):
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try:
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else:
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st.sidebar.info("No container selected for data grid.")
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def edit_documents_list(container):
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records = get_documents(container)
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sort_option = st.selectbox("Sort by", ["Timestamp", "Name"], key="sort_option")
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| 674 |
st.success(f"Updated {doc_id} π")
|
| 675 |
else:
|
| 676 |
st.error(f"Error updating {doc_id}: {message}")
|
| 677 |
-
st.
|
| 678 |
|
| 679 |
-
#
|
|
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|
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|
| 680 |
def validate_and_preprocess_image(file_data, target_size=(576, 1024)):
|
| 681 |
try:
|
| 682 |
st.write("Preprocessing image...")
|
|
@@ -790,7 +705,9 @@ def add_video_generation_ui(container):
|
|
| 790 |
except Exception as e:
|
| 791 |
st.error(f"Upload error: {str(e)}")
|
| 792 |
|
| 793 |
-
#
|
|
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|
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|
| 794 |
def new_item_default(container):
|
| 795 |
new_id = generate_unique_id()
|
| 796 |
default_doc = {
|
|
@@ -835,7 +752,9 @@ def add_field_to_doc():
|
|
| 835 |
except Exception as e:
|
| 836 |
st.error(f"Error adding field: {str(e)}")
|
| 837 |
|
| 838 |
-
#
|
|
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|
|
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|
| 839 |
def vector_keyword_search(keyword, container):
|
| 840 |
try:
|
| 841 |
query = f"SELECT * FROM c WHERE CONTAINS(c.content, '{keyword}')"
|
|
@@ -845,24 +764,9 @@ def vector_keyword_search(keyword, container):
|
|
| 845 |
st.error(f"Vector search error: {str(e)}")
|
| 846 |
return []
|
| 847 |
|
| 848 |
-
|
| 849 |
-
|
| 850 |
-
|
| 851 |
-
for res in results:
|
| 852 |
-
doc_id = res.get("id", "")
|
| 853 |
-
exp = st.expander(f"Result {doc_id}")
|
| 854 |
-
with exp:
|
| 855 |
-
edited = st.text_area("Edit Document", value=json.dumps(res, indent=2), key=f"search_{doc_id}")
|
| 856 |
-
if st.button(f"πΎ Save changes for {doc_id}", key=f"save_search_{doc_id}"):
|
| 857 |
-
try:
|
| 858 |
-
updated_doc = json.loads(edited)
|
| 859 |
-
container.upsert_item(body=updated_doc)
|
| 860 |
-
st.success(f"Updated {doc_id}!")
|
| 861 |
-
st.rerun()
|
| 862 |
-
except Exception as e:
|
| 863 |
-
st.error(f"Error saving {doc_id}: {str(e)}")
|
| 864 |
-
|
| 865 |
-
# π€π€π€ NEW AI MODALITY RECORD TEMPLATES π€π€π€
|
| 866 |
def new_ai_record(container):
|
| 867 |
new_id = generate_unique_id()
|
| 868 |
default_doc = {
|
|
@@ -904,7 +808,9 @@ def new_links_record(container):
|
|
| 904 |
st.error("Error creating links record: " + message)
|
| 905 |
return None
|
| 906 |
|
| 907 |
-
#
|
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|
|
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|
| 908 |
def edit_names_grid(container):
|
| 909 |
records = get_documents(container)
|
| 910 |
data = []
|
|
@@ -935,9 +841,298 @@ def edit_names_grid(container):
|
|
| 935 |
st.sidebar.success(f"Updated Name for {doc_id} to '{row['Name']}'")
|
| 936 |
else:
|
| 937 |
st.sidebar.error(f"Update error for {doc_id}: {message}")
|
| 938 |
-
st.
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| 939 |
|
| 940 |
-
#
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|
| 941 |
def search_documents_ui(container):
|
| 942 |
with st.sidebar.form("search_form"):
|
| 943 |
keyword = st.text_input("Search Keyword", key="search_keyword")
|
|
@@ -945,7 +1140,9 @@ def search_documents_ui(container):
|
|
| 945 |
if submitted and keyword:
|
| 946 |
display_search_results(keyword, container)
|
| 947 |
|
| 948 |
-
#
|
|
|
|
|
|
|
| 949 |
def main():
|
| 950 |
st.markdown("### π GitCosmos - Cosmos & Git Hub")
|
| 951 |
st.markdown(f"[π Portal]({CosmosDBUrl})")
|
|
@@ -958,42 +1155,6 @@ def main():
|
|
| 958 |
else:
|
| 959 |
st.error("Missing Cosmos Key πβ")
|
| 960 |
return
|
| 961 |
-
|
| 962 |
-
# ββ CosmosDB Demo Features in Sidebar ββ
|
| 963 |
-
st.sidebar.markdown("## CosmosDB Demo Features")
|
| 964 |
-
demo_feature = st.sidebar.selectbox("Select a Demo",
|
| 965 |
-
["Select", "Create Database", "Create Container", "Create Analytical Container",
|
| 966 |
-
"Get Existing Container", "Insert Data", "Delete Data", "Query Database",
|
| 967 |
-
"Parameterized Query", "Get Database Properties", "Get Throughput",
|
| 968 |
-
"Modify Container Properties", "Item Response Headers"],
|
| 969 |
-
key="demo_select")
|
| 970 |
-
if demo_feature != "Select":
|
| 971 |
-
if demo_feature == "Create Database":
|
| 972 |
-
demo_create_database()
|
| 973 |
-
elif demo_feature == "Create Container":
|
| 974 |
-
demo_create_container()
|
| 975 |
-
elif demo_feature == "Create Analytical Container":
|
| 976 |
-
demo_create_analytical_container()
|
| 977 |
-
elif demo_feature == "Get Existing Container":
|
| 978 |
-
demo_get_existing_container()
|
| 979 |
-
elif demo_feature == "Insert Data":
|
| 980 |
-
demo_insert_data()
|
| 981 |
-
elif demo_feature == "Delete Data":
|
| 982 |
-
demo_delete_data()
|
| 983 |
-
elif demo_feature == "Query Database":
|
| 984 |
-
demo_query_database()
|
| 985 |
-
elif demo_feature == "Parameterized Query":
|
| 986 |
-
demo_parameterized_query()
|
| 987 |
-
elif demo_feature == "Get Database Properties":
|
| 988 |
-
demo_get_db_properties()
|
| 989 |
-
elif demo_feature == "Get Throughput":
|
| 990 |
-
demo_get_throughput()
|
| 991 |
-
elif demo_feature == "Modify Container Properties":
|
| 992 |
-
demo_modify_container_properties()
|
| 993 |
-
elif demo_feature == "Item Response Headers":
|
| 994 |
-
demo_item_response_headers()
|
| 995 |
-
|
| 996 |
-
# ββ Existing Sidebar Items (Item Management, File Management, etc.) ββ
|
| 997 |
st.sidebar.markdown("## π οΈ Item Management")
|
| 998 |
if st.sidebar.button("New Item"):
|
| 999 |
if st.session_state.get("current_container"):
|
|
@@ -1023,7 +1184,10 @@ def main():
|
|
| 1023 |
search_documents_ui(st.session_state.get("current_container"))
|
| 1024 |
show_sidebar_data_grid()
|
| 1025 |
|
| 1026 |
-
|
|
|
|
|
|
|
|
|
|
| 1027 |
try:
|
| 1028 |
if st.session_state.get("client") is None:
|
| 1029 |
st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
|
|
@@ -1050,12 +1214,7 @@ def main():
|
|
| 1050 |
submitted = st.form_submit_button("Create Container")
|
| 1051 |
if submitted:
|
| 1052 |
analytical_ttl = -1 if new_analytical else None
|
| 1053 |
-
|
| 1054 |
-
new_container = database.create_container(
|
| 1055 |
-
id=new_container_id,
|
| 1056 |
-
partition_key=PartitionKey(path=new_partition_key),
|
| 1057 |
-
analytical_storage_ttl=analytical_ttl
|
| 1058 |
-
)
|
| 1059 |
if new_container:
|
| 1060 |
st.success(f"Container '{new_container_id}' created.")
|
| 1061 |
default_id = generate_unique_id()
|
|
@@ -1155,12 +1314,16 @@ def main():
|
|
| 1155 |
st.error(message)
|
| 1156 |
except Exception as e:
|
| 1157 |
st.error(f"Delete err: {str(e)}")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1158 |
elif selected_view == 'Run AI':
|
| 1159 |
st.markdown("#### π€ Run AI")
|
| 1160 |
ai_query = st.text_area("Enter your query for ArXiv search:", key="arxiv_query", height=100)
|
| 1161 |
if st.button("Send"):
|
| 1162 |
st.session_state.last_query = ai_query
|
| 1163 |
-
|
| 1164 |
elif selected_view == 'Clone':
|
| 1165 |
st.markdown("#### π Clone")
|
| 1166 |
if documents:
|
|
|
|
| 1 |
+
app.py
|
| 2 |
+
# =============================================================================
|
| 3 |
+
# βββββββββββββ IMPORTS βββββββββββββ
|
| 4 |
+
# =============================================================================
|
| 5 |
import base64
|
| 6 |
import glob
|
| 7 |
import hashlib
|
|
|
|
| 29 |
import numpy as np
|
| 30 |
from urllib.parse import quote
|
| 31 |
|
| 32 |
+
# =============================================================================
|
| 33 |
+
# βββββββββββββ EXTERNAL HELP LINKS (Always visible in sidebar) βββββββββββββ
|
| 34 |
+
# =============================================================================
|
| 35 |
external_links = [
|
| 36 |
{"title": "CosmosDB GenAI Full Text Search", "url": "https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/full-text-search", "emoji": "π»"},
|
| 37 |
{"title": "CosmosDB SQL API Client Library", "url": "https://learn.microsoft.com/en-us/python/api/overview/azure/cosmos-readme?view=azure-python", "emoji": "π»"},
|
|
|
|
| 46 |
{"title": "arcee.ai Official Website", "url": "https://arcee.ai", "emoji": "π"},
|
| 47 |
]
|
| 48 |
|
| 49 |
+
# =============================================================================
|
| 50 |
+
# βββββββββββββ APP CONFIGURATION βββββββββββββ
|
| 51 |
+
# =============================================================================
|
| 52 |
Site_Name = 'π GitCosmos'
|
| 53 |
title = "π GitCosmos"
|
| 54 |
helpURL = 'https://huggingface.co/awacke1'
|
|
|
|
| 66 |
}
|
| 67 |
)
|
| 68 |
|
| 69 |
+
# Cosmos DB & App URLs
|
| 70 |
ENDPOINT = "https://acae-afd.documents.azure.com:443/"
|
| 71 |
DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
|
| 72 |
CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME")
|
|
|
|
| 74 |
LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
|
| 75 |
CosmosDBUrl = 'https://portal.azure.com/#@AaronCWackergmail.onmicrosoft.com/resource/subscriptions/003fba60-5b3f-48f4-ab36-3ed11bc40816/resourceGroups/datasets/providers/Microsoft.DocumentDB/databaseAccounts/acae-afd/dataExplorer'
|
| 76 |
|
| 77 |
+
# =============================================================================
|
| 78 |
+
# βββββββββββββ HELPER FUNCTIONS βββββββββββββ
|
| 79 |
+
# =============================================================================
|
| 80 |
def get_download_link(file_path):
|
| 81 |
with open(file_path, "rb") as file:
|
| 82 |
contents = file.read()
|
|
|
|
| 150 |
text = re.sub(r'[^\x00-\x7F]+', '', text)
|
| 151 |
return text.strip()
|
| 152 |
|
| 153 |
+
# NEW: Sanitize JSON text before saving (remove problematic control characters)
|
| 154 |
def sanitize_json_text(text):
|
| 155 |
+
# Remove control characters except newline, carriage return, and tab
|
| 156 |
text = re.sub(r'[\x00-\x08\x0B\x0C\x0E-\x1F]', '', text)
|
| 157 |
+
# Escape newline, tab, and carriage return
|
| 158 |
text = text.replace("\n", "\\n").replace("\r", "\\r").replace("\t", "\\t")
|
| 159 |
return text
|
| 160 |
|
| 161 |
+
# =============================================================================
|
| 162 |
+
# βββββββββββββ COSMOS DB FUNCTIONS βββββββββββββ
|
| 163 |
+
# =============================================================================
|
| 164 |
def get_databases(client):
|
| 165 |
return [db['id'] for db in client.list_databases()]
|
| 166 |
|
|
|
|
| 195 |
if "id" not in record:
|
| 196 |
return False, "Record must contain an 'id' field. π"
|
| 197 |
doc_id = record["id"]
|
| 198 |
+
if "delete_log" not in st.session_state:
|
| 199 |
+
st.session_state.delete_log = []
|
| 200 |
+
st.session_state.delete_log.append(f"Attempting to delete document: {json.dumps(record, indent=2)}")
|
| 201 |
partition_key_value = record.get("pk", doc_id)
|
| 202 |
+
st.session_state.delete_log.append(f"Using ID and Partition Key: {partition_key_value}")
|
| 203 |
container.delete_item(item=doc_id, partition_key=partition_key_value)
|
| 204 |
+
success_msg = f"Record {doc_id} successfully deleted from Cosmos DB. ποΈ"
|
| 205 |
+
st.session_state.delete_log.append(success_msg)
|
| 206 |
+
return True, success_msg
|
| 207 |
except exceptions.CosmosResourceNotFoundError:
|
| 208 |
+
success_msg = f"Record {doc_id} not found in Cosmos DB (already deleted or never existed). ποΈ"
|
| 209 |
+
st.session_state.delete_log.append(success_msg)
|
| 210 |
+
return True, success_msg
|
| 211 |
except exceptions.CosmosHttpResponseError as e:
|
| 212 |
+
error_msg = f"HTTP error deleting {doc_id}: {str(e)}. π¨"
|
| 213 |
+
st.session_state.delete_log.append(error_msg)
|
| 214 |
+
return False, error_msg
|
| 215 |
except Exception as e:
|
| 216 |
+
error_msg = f"Unexpected error deleting {doc_id}: {str(traceback.format_exc())}. π±"
|
| 217 |
+
st.session_state.delete_log.append(error_msg)
|
| 218 |
+
return False, error_msg
|
| 219 |
+
|
| 220 |
+
def save_to_cosmos_db(container, query, response1, response2):
|
| 221 |
+
try:
|
| 222 |
+
if container:
|
| 223 |
+
timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
|
| 224 |
+
unique_uuid = str(uuid.uuid4())
|
| 225 |
+
new_id = f"{timestamp}-{unique_uuid}"
|
| 226 |
+
record = {
|
| 227 |
+
"id": new_id,
|
| 228 |
+
"pk": new_id,
|
| 229 |
+
"name": new_id,
|
| 230 |
+
"query": query,
|
| 231 |
+
"response1": response1,
|
| 232 |
+
"response2": response2,
|
| 233 |
+
"timestamp": datetime.utcnow().isoformat(),
|
| 234 |
+
"type": "ai_response",
|
| 235 |
+
"version": "1.0"
|
| 236 |
+
}
|
| 237 |
+
container.create_item(body=record)
|
| 238 |
+
st.success(f"Saved: {record['id']}")
|
| 239 |
+
st.session_state.documents = get_documents(container)
|
| 240 |
+
else:
|
| 241 |
+
st.error("Cosmos container not initialized.")
|
| 242 |
+
except Exception as e:
|
| 243 |
+
st.error(f"Save error: {str(e)}")
|
| 244 |
|
| 245 |
def archive_current_container(database_name, container_name, client):
|
| 246 |
try:
|
|
|
|
| 263 |
except Exception as e:
|
| 264 |
return f"Archive error: {str(e)} π’"
|
| 265 |
|
| 266 |
+
# =============================================================================
|
| 267 |
+
# βββββββββββββ ADVANCED COSMOS FUNCTIONS βββββββββββββ
|
| 268 |
+
# =============================================================================
|
| 269 |
+
def create_new_container(database, container_id, partition_key_path,
|
| 270 |
+
analytical_storage_ttl=None, indexing_policy=None, vector_embedding_policy=None):
|
| 271 |
+
try:
|
| 272 |
+
if analytical_storage_ttl is not None:
|
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|
|
| 273 |
container = database.create_container(
|
| 274 |
+
id=container_id,
|
| 275 |
+
partition_key=PartitionKey(path=partition_key_path),
|
| 276 |
+
analytical_storage_ttl=analytical_storage_ttl,
|
| 277 |
+
indexing_policy=indexing_policy,
|
| 278 |
+
vector_embedding_policy=vector_embedding_policy
|
| 279 |
)
|
| 280 |
+
else:
|
| 281 |
+
container = database.create_container(
|
| 282 |
+
id=container_id,
|
| 283 |
+
partition_key=PartitionKey(path=partition_key_path),
|
| 284 |
+
indexing_policy=indexing_policy,
|
| 285 |
+
vector_embedding_policy=vector_embedding_policy
|
| 286 |
+
)
|
| 287 |
+
except exceptions.CosmosHttpResponseError as e:
|
| 288 |
+
if analytical_storage_ttl is not None and "analyticalStorageTtl" in str(e):
|
| 289 |
+
try:
|
| 290 |
+
container = database.create_container(
|
| 291 |
+
id=container_id,
|
| 292 |
+
partition_key=PartitionKey(path=partition_key_path),
|
| 293 |
+
indexing_policy=indexing_policy,
|
| 294 |
+
vector_embedding_policy=vector_embedding_policy
|
| 295 |
+
)
|
| 296 |
+
except Exception as e2:
|
| 297 |
+
st.error(f"Error creating container without analytical_storage_ttl: {str(e2)}")
|
| 298 |
+
return None
|
| 299 |
+
elif isinstance(e, exceptions.CosmosResourceExistsError):
|
| 300 |
+
container = database.get_container_client(container_id)
|
| 301 |
+
else:
|
| 302 |
+
st.error(f"Error creating container: {str(e)}")
|
| 303 |
+
return None
|
| 304 |
+
return container
|
|
|
|
|
|
|
| 305 |
|
| 306 |
+
def advanced_insert_item(container, item):
|
| 307 |
+
try:
|
| 308 |
+
container.upsert_item(item)
|
| 309 |
+
return True, f"Item {item.get('id', '')} inserted. β"
|
| 310 |
+
except Exception as e:
|
| 311 |
+
return False, str(e)
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
| 312 |
|
| 313 |
+
def advanced_update_item(container, item):
|
| 314 |
+
try:
|
| 315 |
+
container.upsert_item(item)
|
| 316 |
+
return True, f"Item {item.get('id', '')} updated. βοΈ"
|
| 317 |
+
except Exception as e:
|
| 318 |
+
return False, str(e)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 319 |
|
| 320 |
+
def advanced_delete_item(container, item_id, partition_key_value):
|
| 321 |
+
try:
|
| 322 |
+
container.delete_item(item=item_id, partition_key=partition_key_value)
|
| 323 |
+
return True, f"Item {item_id} deleted. ποΈ"
|
| 324 |
+
except Exception as e:
|
| 325 |
+
return False, str(e)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 326 |
|
| 327 |
+
def vector_search(container, query_vector, vector_field, top=10, exact_search=False):
|
| 328 |
+
query_vector_str = json.dumps(query_vector)
|
| 329 |
+
query = f"""SELECT TOP {top} c.id, VectorDistance(c.{vector_field}, {query_vector_str}, {str(exact_search).lower()},
|
| 330 |
+
{{'dataType':'float32','distanceFunction':'cosine'}}) AS SimilarityScore
|
| 331 |
+
FROM c ORDER BY SimilarityScore"""
|
| 332 |
+
results = list(container.query_items(query=query, enable_cross_partition_query=True))
|
| 333 |
+
return results
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 334 |
|
| 335 |
+
# =============================================================================
|
| 336 |
+
# βββββββββββββ GITHUB FUNCTIONS βββββββββββββ
|
| 337 |
+
# =============================================================================
|
| 338 |
+
def download_github_repo(url, local_path):
|
| 339 |
+
if os.path.exists(local_path):
|
| 340 |
+
shutil.rmtree(local_path)
|
| 341 |
+
Repo.clone_from(url, local_path)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 342 |
|
| 343 |
+
def create_zip_file(source_dir, output_filename):
|
| 344 |
+
shutil.make_archive(output_filename, 'zip', source_dir)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 345 |
|
| 346 |
+
def create_repo(g, repo_name):
|
| 347 |
+
user = g.get_user()
|
| 348 |
+
return user.create_repo(repo_name)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 349 |
|
| 350 |
+
def push_to_github(local_path, repo, github_token):
|
| 351 |
+
repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
|
| 352 |
+
local_repo = Repo(local_path)
|
| 353 |
+
if 'origin' in [remote.name for remote in local_repo.remotes]:
|
| 354 |
+
origin = local_repo.remote('origin')
|
| 355 |
+
origin.set_url(repo_url)
|
| 356 |
+
else:
|
| 357 |
+
origin = local_repo.create_remote('origin', repo_url)
|
| 358 |
+
if not local_repo.heads:
|
| 359 |
+
local_repo.git.checkout('-b', 'main')
|
| 360 |
+
current_branch = 'main'
|
| 361 |
+
else:
|
| 362 |
+
current_branch = local_repo.active_branch.name
|
| 363 |
+
local_repo.git.add(A=True)
|
| 364 |
+
if local_repo.is_dirty():
|
| 365 |
+
local_repo.git.commit('-m', 'Initial commit')
|
| 366 |
+
origin.push(refspec=f'{current_branch}:{current_branch}')
|
|
|
|
| 367 |
|
| 368 |
+
# =============================================================================
|
| 369 |
+
# βββββββββββββ FILE & MEDIA MANAGEMENT FUNCTIONS βββββββββββββ
|
| 370 |
+
# =============================================================================
|
| 371 |
def display_saved_files_in_sidebar():
|
| 372 |
all_files = sorted([f for f in glob.glob("*.md") if not f.lower().startswith('readme')], reverse=True)
|
| 373 |
st.sidebar.markdown("## π Files")
|
|
|
|
| 412 |
with md_tab:
|
| 413 |
st.markdown(st.session_state.file_content[file_path])
|
| 414 |
with code_tab:
|
| 415 |
+
new_content = st.text_area("Edit:", value=st.session_state.file_content[file_path], height=400, key=f"editor_{hash(file_path)}", on_change=lambda: auto_save_edit())
|
| 416 |
col1, col2 = st.columns([1, 5])
|
| 417 |
with col1:
|
| 418 |
if st.button("πΎ Save"):
|
|
|
|
| 499 |
elif st.session_state.file_view_mode == 'edit':
|
| 500 |
display_file_editor(st.session_state.current_file)
|
| 501 |
|
| 502 |
+
# =============================================================================
|
| 503 |
+
# βββββββββββββ SIDEBAR DATA GRID (Records with formatted timestamps) βββββββββββββ
|
| 504 |
+
# =============================================================================
|
| 505 |
def show_sidebar_data_grid():
|
| 506 |
if st.session_state.get("current_container"):
|
| 507 |
try:
|
|
|
|
| 527 |
else:
|
| 528 |
st.sidebar.info("No container selected for data grid.")
|
| 529 |
|
| 530 |
+
# =============================================================================
|
| 531 |
+
# βββββββββββββ SEARCH RESULTS DISPLAY (Editable Code Editors)
|
| 532 |
+
# =============================================================================
|
| 533 |
+
def display_search_results(keyword, container):
|
| 534 |
+
results = vector_keyword_search(keyword, container)
|
| 535 |
+
st.markdown("### π Search Results")
|
| 536 |
+
for res in results:
|
| 537 |
+
doc_id = res.get("id", "")
|
| 538 |
+
exp = st.expander(f"Result {doc_id}")
|
| 539 |
+
with exp:
|
| 540 |
+
edited = st.text_area("Edit Document", value=json.dumps(res, indent=2), key=f"search_{doc_id}")
|
| 541 |
+
if st.button(f"πΎ Save changes for {doc_id}", key=f"save_search_{doc_id}"):
|
| 542 |
+
try:
|
| 543 |
+
updated_doc = json.loads(edited)
|
| 544 |
+
container.upsert_item(body=updated_doc)
|
| 545 |
+
st.success(f"Updated {doc_id}!")
|
| 546 |
+
st.experimental_rerun()
|
| 547 |
+
except Exception as e:
|
| 548 |
+
st.error(f"Error saving {doc_id}: {str(e)}")
|
| 549 |
+
|
| 550 |
+
# =============================================================================
|
| 551 |
+
# βββββββββββββ DOCUMENTS LIST VIEW (Editable List with Sorting)
|
| 552 |
+
# =============================================================================
|
| 553 |
def edit_documents_list(container):
|
| 554 |
records = get_documents(container)
|
| 555 |
sort_option = st.selectbox("Sort by", ["Timestamp", "Name"], key="sort_option")
|
|
|
|
| 587 |
st.success(f"Updated {doc_id} π")
|
| 588 |
else:
|
| 589 |
st.error(f"Error updating {doc_id}: {message}")
|
| 590 |
+
st.experimental_rerun()
|
| 591 |
|
| 592 |
+
# =============================================================================
|
| 593 |
+
# βββββββββββββ VIDEO & AUDIO UI FUNCTIONS βββββββββββββ
|
| 594 |
+
# =============================================================================
|
| 595 |
def validate_and_preprocess_image(file_data, target_size=(576, 1024)):
|
| 596 |
try:
|
| 597 |
st.write("Preprocessing image...")
|
|
|
|
| 705 |
except Exception as e:
|
| 706 |
st.error(f"Upload error: {str(e)}")
|
| 707 |
|
| 708 |
+
# =============================================================================
|
| 709 |
+
# βββββββββββββ NEW ITEM & FIELD FUNCTIONS
|
| 710 |
+
# =============================================================================
|
| 711 |
def new_item_default(container):
|
| 712 |
new_id = generate_unique_id()
|
| 713 |
default_doc = {
|
|
|
|
| 752 |
except Exception as e:
|
| 753 |
st.error(f"Error adding field: {str(e)}")
|
| 754 |
|
| 755 |
+
# =============================================================================
|
| 756 |
+
# βββββββββββββ VECTOR SEARCH INTERFACE (Simple keyword search)
|
| 757 |
+
# =============================================================================
|
| 758 |
def vector_keyword_search(keyword, container):
|
| 759 |
try:
|
| 760 |
query = f"SELECT * FROM c WHERE CONTAINS(c.content, '{keyword}')"
|
|
|
|
| 764 |
st.error(f"Vector search error: {str(e)}")
|
| 765 |
return []
|
| 766 |
|
| 767 |
+
# =============================================================================
|
| 768 |
+
# βββββββββββββ NEW AI MODALITY RECORD TEMPLATES
|
| 769 |
+
# =============================================================================
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 770 |
def new_ai_record(container):
|
| 771 |
new_id = generate_unique_id()
|
| 772 |
default_doc = {
|
|
|
|
| 808 |
st.error("Error creating links record: " + message)
|
| 809 |
return None
|
| 810 |
|
| 811 |
+
# =============================================================================
|
| 812 |
+
# βββββββββββββ SIDEBAR DATA GRID (Editable Names Grid)
|
| 813 |
+
# =============================================================================
|
| 814 |
def edit_names_grid(container):
|
| 815 |
records = get_documents(container)
|
| 816 |
data = []
|
|
|
|
| 841 |
st.sidebar.success(f"Updated Name for {doc_id} to '{row['Name']}'")
|
| 842 |
else:
|
| 843 |
st.sidebar.error(f"Update error for {doc_id}: {message}")
|
| 844 |
+
st.experimental_rerun()
|
| 845 |
+
|
| 846 |
+
# =============================================================================
|
| 847 |
+
# βββββββββββββ SEARCH RESULTS DISPLAY (Editable Code Editors)
|
| 848 |
+
# =============================================================================
|
| 849 |
+
def display_search_results(keyword, container):
|
| 850 |
+
results = vector_keyword_search(keyword, container)
|
| 851 |
+
st.markdown("### π Search Results")
|
| 852 |
+
for res in results:
|
| 853 |
+
doc_id = res.get("id", "")
|
| 854 |
+
exp = st.expander(f"Result {doc_id}")
|
| 855 |
+
with exp:
|
| 856 |
+
edited = st.text_area("Edit Document", value=json.dumps(res, indent=2), key=f"search_{doc_id}")
|
| 857 |
+
if st.button(f"πΎ Save changes for {doc_id}", key=f"save_search_{doc_id}"):
|
| 858 |
+
try:
|
| 859 |
+
updated_doc = json.loads(edited)
|
| 860 |
+
container.upsert_item(body=updated_doc)
|
| 861 |
+
st.success(f"Updated {doc_id}!")
|
| 862 |
+
st.experimental_rerun()
|
| 863 |
+
except Exception as e:
|
| 864 |
+
st.error(f"Error saving {doc_id}: {str(e)}")
|
| 865 |
+
|
| 866 |
+
# =============================================================================
|
| 867 |
+
# βββββββββββββ DOCUMENTS LIST VIEW (Editable List with Sorting)
|
| 868 |
+
# =============================================================================
|
| 869 |
+
def edit_documents_list(container):
|
| 870 |
+
records = get_documents(container)
|
| 871 |
+
sort_option = st.selectbox("Sort by", ["Timestamp", "Name"], key="sort_option")
|
| 872 |
+
if sort_option == "Name":
|
| 873 |
+
records.sort(key=lambda r: r.get("name", "").lower())
|
| 874 |
+
else:
|
| 875 |
+
records.sort(key=lambda r: r.get("timestamp", ""), reverse=True)
|
| 876 |
+
data = []
|
| 877 |
+
for rec in records:
|
| 878 |
+
ts = rec.get("timestamp", "")
|
| 879 |
+
try:
|
| 880 |
+
dt = datetime.fromisoformat(ts)
|
| 881 |
+
formatted = dt.strftime("%I:%M %p %m/%d/%Y")
|
| 882 |
+
except Exception:
|
| 883 |
+
formatted = ts
|
| 884 |
+
data.append({
|
| 885 |
+
"ID": rec.get("id", ""),
|
| 886 |
+
"Name": rec.get("name", ""),
|
| 887 |
+
"Content": rec.get("content", "")[:100] + "..." if rec.get("content", "") else "",
|
| 888 |
+
"Timestamp": formatted
|
| 889 |
+
})
|
| 890 |
+
df = pd.DataFrame(data)
|
| 891 |
+
edited_df = st.data_editor(df[["Name", "Content", "Timestamp"]], key="docs_editor", num_rows="dynamic")
|
| 892 |
+
if st.button("πΎ Save List Changes"):
|
| 893 |
+
for idx, row in edited_df.iterrows():
|
| 894 |
+
original = data[idx]
|
| 895 |
+
if row["Name"] != original["Name"] or row["Content"] != original["Content"]:
|
| 896 |
+
doc_id = original["ID"]
|
| 897 |
+
doc = next((r for r in records if r.get("id") == doc_id), None)
|
| 898 |
+
if doc:
|
| 899 |
+
doc["name"] = row["Name"]
|
| 900 |
+
doc["content"] = row["Content"]
|
| 901 |
+
success, message = update_record(container, doc)
|
| 902 |
+
if success:
|
| 903 |
+
st.success(f"Updated {doc_id} π")
|
| 904 |
+
else:
|
| 905 |
+
st.error(f"Error updating {doc_id}: {message}")
|
| 906 |
+
st.experimental_rerun()
|
| 907 |
|
| 908 |
+
# =============================================================================
|
| 909 |
+
# βββββββββββββ VIDEO & AUDIO UI FUNCTIONS βββββββββββββ
|
| 910 |
+
# =============================================================================
|
| 911 |
+
def validate_and_preprocess_image(file_data, target_size=(576, 1024)):
|
| 912 |
+
try:
|
| 913 |
+
st.write("Preprocessing image...")
|
| 914 |
+
if isinstance(file_data, bytes):
|
| 915 |
+
img = Image.open(io.BytesIO(file_data))
|
| 916 |
+
elif hasattr(file_data, 'read'):
|
| 917 |
+
if hasattr(file_data, 'seek'):
|
| 918 |
+
file_data.seek(0)
|
| 919 |
+
img = Image.open(file_data)
|
| 920 |
+
elif isinstance(file_data, Image.Image):
|
| 921 |
+
img = file_data
|
| 922 |
+
else:
|
| 923 |
+
raise ValueError(f"Unsupported input: {type(file_data)}")
|
| 924 |
+
if img.mode != 'RGB':
|
| 925 |
+
img = img.convert('RGB')
|
| 926 |
+
aspect_ratio = img.size[0] / img.size[1]
|
| 927 |
+
if aspect_ratio > target_size[0] / target_size[1]:
|
| 928 |
+
new_width = target_size[0]
|
| 929 |
+
new_height = int(new_width / aspect_ratio)
|
| 930 |
+
else:
|
| 931 |
+
new_height = target_size[1]
|
| 932 |
+
new_width = int(new_height * aspect_ratio)
|
| 933 |
+
new_width = (new_width // 2) * 2
|
| 934 |
+
new_height = (new_height // 2) * 2
|
| 935 |
+
resized_img = img.resize((new_width, new_height), Image.Resampling.LANCZOS)
|
| 936 |
+
final_img = Image.new('RGB', target_size, (255, 255, 255))
|
| 937 |
+
paste_x = (target_size[0] - new_width) // 2
|
| 938 |
+
paste_y = (target_size[1] - new_height) // 2
|
| 939 |
+
final_img.paste(resized_img, (paste_x, paste_y))
|
| 940 |
+
return final_img
|
| 941 |
+
except Exception as e:
|
| 942 |
+
st.error(f"Image error: {str(e)}")
|
| 943 |
+
return None
|
| 944 |
+
|
| 945 |
+
def add_video_generation_ui(container):
|
| 946 |
+
st.markdown("### π₯ Video Gen")
|
| 947 |
+
col1, col2 = st.columns([2, 1])
|
| 948 |
+
with col1:
|
| 949 |
+
uploaded_file = st.file_uploader("Upload Image πΌοΈ", type=['png', 'jpg', 'jpeg'])
|
| 950 |
+
with col2:
|
| 951 |
+
st.markdown("#### Params")
|
| 952 |
+
motion = st.slider("π Motion", 1, 255, 127)
|
| 953 |
+
fps = st.slider("π¬ FPS", 1, 30, 6)
|
| 954 |
+
with st.expander("Advanced"):
|
| 955 |
+
use_custom = st.checkbox("Custom Seed")
|
| 956 |
+
seed = st.number_input("Seed", value=int(time.time() * 1000)) if use_custom else None
|
| 957 |
+
if uploaded_file is not None:
|
| 958 |
+
try:
|
| 959 |
+
file_data = uploaded_file.read()
|
| 960 |
+
preview1, preview2 = st.columns(2)
|
| 961 |
+
with preview1:
|
| 962 |
+
st.write("Original")
|
| 963 |
+
st.image(Image.open(io.BytesIO(file_data)), use_column_width=True)
|
| 964 |
+
with preview2:
|
| 965 |
+
proc_img = validate_and_preprocess_image(io.BytesIO(file_data))
|
| 966 |
+
if proc_img:
|
| 967 |
+
st.write("Processed")
|
| 968 |
+
st.image(proc_img, use_column_width=True)
|
| 969 |
+
else:
|
| 970 |
+
st.error("Preprocess failed")
|
| 971 |
+
return
|
| 972 |
+
if st.button("π₯ Generate"):
|
| 973 |
+
with st.spinner("Generating video..."):
|
| 974 |
+
with tempfile.NamedTemporaryFile(suffix='.png', delete=False) as temp_file:
|
| 975 |
+
proc_img.save(temp_file.name, format='PNG')
|
| 976 |
+
try:
|
| 977 |
+
client = Client("awacke1/stable-video-diffusion", hf_token=os.environ.get("HUGGINGFACE_TOKEN"))
|
| 978 |
+
result = client.predict(
|
| 979 |
+
image=temp_file.name,
|
| 980 |
+
seed=seed if seed is not None else int(time.time() * 1000),
|
| 981 |
+
randomize_seed=seed is None,
|
| 982 |
+
motion_bucket_id=motion,
|
| 983 |
+
fps_id=fps,
|
| 984 |
+
api_name="/video"
|
| 985 |
+
)
|
| 986 |
+
if result and isinstance(result, tuple) and len(result) >= 1:
|
| 987 |
+
video_path = result[0].get('video') if isinstance(result[0], dict) else None
|
| 988 |
+
if video_path and os.path.exists(video_path):
|
| 989 |
+
video_filename = f"generated_video_{datetime.now().strftime('%Y%m%d_%H%M%S')}.mp4"
|
| 990 |
+
shutil.copy(video_path, video_filename)
|
| 991 |
+
st.success(f"Video generated! π")
|
| 992 |
+
st.video(video_filename)
|
| 993 |
+
if container:
|
| 994 |
+
video_record = {
|
| 995 |
+
"id": generate_unique_id(),
|
| 996 |
+
"pk": generate_unique_id(),
|
| 997 |
+
"type": "generated_video",
|
| 998 |
+
"filename": video_filename,
|
| 999 |
+
"seed": seed if seed is not None else "random",
|
| 1000 |
+
"motion": motion,
|
| 1001 |
+
"fps": fps,
|
| 1002 |
+
"timestamp": datetime.now().isoformat()
|
| 1003 |
+
}
|
| 1004 |
+
success, message = insert_record(container, video_record)
|
| 1005 |
+
if success:
|
| 1006 |
+
st.success("DB record saved!")
|
| 1007 |
+
else:
|
| 1008 |
+
st.error(f"DB error: {message}")
|
| 1009 |
+
else:
|
| 1010 |
+
st.error("Invalid result format")
|
| 1011 |
+
else:
|
| 1012 |
+
st.error("No result returned")
|
| 1013 |
+
except Exception as e:
|
| 1014 |
+
st.error(f"Video gen error: {str(e)}")
|
| 1015 |
+
finally:
|
| 1016 |
+
try:
|
| 1017 |
+
os.unlink(temp_file.name)
|
| 1018 |
+
st.write("Temp file removed")
|
| 1019 |
+
except Exception as e:
|
| 1020 |
+
st.warning(f"Cleanup error: {str(e)}")
|
| 1021 |
+
except Exception as e:
|
| 1022 |
+
st.error(f"Upload error: {str(e)}")
|
| 1023 |
+
|
| 1024 |
+
# =============================================================================
|
| 1025 |
+
# βββββββββββββ NEW ITEM & FIELD FUNCTIONS
|
| 1026 |
+
# =============================================================================
|
| 1027 |
+
def new_item_default(container):
|
| 1028 |
+
new_id = generate_unique_id()
|
| 1029 |
+
default_doc = {
|
| 1030 |
+
"id": new_id,
|
| 1031 |
+
"pk": new_id,
|
| 1032 |
+
"name": "New Sample Document",
|
| 1033 |
+
"content": "Start editing your document here...",
|
| 1034 |
+
"timestamp": datetime.now().isoformat(),
|
| 1035 |
+
"type": "sample"
|
| 1036 |
+
}
|
| 1037 |
+
success, message = insert_record(container, default_doc)
|
| 1038 |
+
if success:
|
| 1039 |
+
st.success("New sample document created! β¨")
|
| 1040 |
+
return default_doc
|
| 1041 |
+
else:
|
| 1042 |
+
st.error("Error creating new item: " + message)
|
| 1043 |
+
return None
|
| 1044 |
+
|
| 1045 |
+
def auto_save_edit():
|
| 1046 |
+
try:
|
| 1047 |
+
edited_str = st.session_state.doc_editor
|
| 1048 |
+
try:
|
| 1049 |
+
json.loads(edited_str)
|
| 1050 |
+
except Exception:
|
| 1051 |
+
edited_str = sanitize_json_text(edited_str)
|
| 1052 |
+
edited_doc = json.loads(edited_str)
|
| 1053 |
+
container = st.session_state.current_container
|
| 1054 |
+
container.upsert_item(edited_doc)
|
| 1055 |
+
st.success("Auto-saved! πΎ")
|
| 1056 |
+
except Exception as e:
|
| 1057 |
+
st.error(f"Auto-save error: {str(e)}")
|
| 1058 |
+
|
| 1059 |
+
def add_field_to_doc():
|
| 1060 |
+
key = st.session_state.new_field_key
|
| 1061 |
+
value = st.session_state.new_field_value
|
| 1062 |
+
try:
|
| 1063 |
+
doc = json.loads(st.session_state.doc_editor)
|
| 1064 |
+
doc[key] = value
|
| 1065 |
+
st.session_state.doc_editor = json.dumps(doc, indent=2)
|
| 1066 |
+
auto_save_edit()
|
| 1067 |
+
st.success(f"Added field {key} π")
|
| 1068 |
+
except Exception as e:
|
| 1069 |
+
st.error(f"Error adding field: {str(e)}")
|
| 1070 |
+
|
| 1071 |
+
# =============================================================================
|
| 1072 |
+
# βββββββββββββ SEARCH RESULTS DISPLAY (Editable Code Editors)
|
| 1073 |
+
# =============================================================================
|
| 1074 |
+
def display_search_results(keyword, container):
|
| 1075 |
+
results = vector_keyword_search(keyword, container)
|
| 1076 |
+
st.markdown("### π Search Results")
|
| 1077 |
+
for res in results:
|
| 1078 |
+
doc_id = res.get("id", "")
|
| 1079 |
+
exp = st.expander(f"Result {doc_id}")
|
| 1080 |
+
with exp:
|
| 1081 |
+
edited = st.text_area("Edit Document", value=json.dumps(res, indent=2), key=f"search_{doc_id}")
|
| 1082 |
+
if st.button(f"πΎ Save changes for {doc_id}", key=f"save_search_{doc_id}"):
|
| 1083 |
+
try:
|
| 1084 |
+
updated_doc = json.loads(edited)
|
| 1085 |
+
container.upsert_item(body=updated_doc)
|
| 1086 |
+
st.success(f"Updated {doc_id}!")
|
| 1087 |
+
st.experimental_rerun()
|
| 1088 |
+
except Exception as e:
|
| 1089 |
+
st.error(f"Error saving {doc_id}: {str(e)}")
|
| 1090 |
+
|
| 1091 |
+
# =============================================================================
|
| 1092 |
+
# βββββββββββββ DOCUMENTS LIST VIEW (Editable List with Sorting)
|
| 1093 |
+
# =============================================================================
|
| 1094 |
+
def edit_documents_list(container):
|
| 1095 |
+
records = get_documents(container)
|
| 1096 |
+
sort_option = st.selectbox("Sort by", ["Timestamp", "Name"], key="sort_option")
|
| 1097 |
+
if sort_option == "Name":
|
| 1098 |
+
records.sort(key=lambda r: r.get("name", "").lower())
|
| 1099 |
+
else:
|
| 1100 |
+
records.sort(key=lambda r: r.get("timestamp", ""), reverse=True)
|
| 1101 |
+
data = []
|
| 1102 |
+
for rec in records:
|
| 1103 |
+
ts = rec.get("timestamp", "")
|
| 1104 |
+
try:
|
| 1105 |
+
dt = datetime.fromisoformat(ts)
|
| 1106 |
+
formatted = dt.strftime("%I:%M %p %m/%d/%Y")
|
| 1107 |
+
except Exception:
|
| 1108 |
+
formatted = ts
|
| 1109 |
+
data.append({
|
| 1110 |
+
"ID": rec.get("id", ""),
|
| 1111 |
+
"Name": rec.get("name", ""),
|
| 1112 |
+
"Content": rec.get("content", "")[:100] + "..." if rec.get("content", "") else "",
|
| 1113 |
+
"Timestamp": formatted
|
| 1114 |
+
})
|
| 1115 |
+
df = pd.DataFrame(data)
|
| 1116 |
+
edited_df = st.data_editor(df[["Name", "Content", "Timestamp"]], key="docs_editor", num_rows="dynamic")
|
| 1117 |
+
if st.button("πΎ Save List Changes"):
|
| 1118 |
+
for idx, row in edited_df.iterrows():
|
| 1119 |
+
original = data[idx]
|
| 1120 |
+
if row["Name"] != original["Name"] or row["Content"] != original["Content"]:
|
| 1121 |
+
doc_id = original["ID"]
|
| 1122 |
+
doc = next((r for r in records if r.get("id") == doc_id), None)
|
| 1123 |
+
if doc:
|
| 1124 |
+
doc["name"] = row["Name"]
|
| 1125 |
+
doc["content"] = row["Content"]
|
| 1126 |
+
success, message = update_record(container, doc)
|
| 1127 |
+
if success:
|
| 1128 |
+
st.success(f"Updated {doc_id} π")
|
| 1129 |
+
else:
|
| 1130 |
+
st.error(f"Error updating {doc_id}: {message}")
|
| 1131 |
+
st.experimental_rerun()
|
| 1132 |
+
|
| 1133 |
+
# =============================================================================
|
| 1134 |
+
# βββββββββββββ SEARCH DOCUMENTS UI (Enter Key triggers search)
|
| 1135 |
+
# =============================================================================
|
| 1136 |
def search_documents_ui(container):
|
| 1137 |
with st.sidebar.form("search_form"):
|
| 1138 |
keyword = st.text_input("Search Keyword", key="search_keyword")
|
|
|
|
| 1140 |
if submitted and keyword:
|
| 1141 |
display_search_results(keyword, container)
|
| 1142 |
|
| 1143 |
+
# =============================================================================
|
| 1144 |
+
# βββββββββββββ MAIN FUNCTION βββββββββββββ
|
| 1145 |
+
# =============================================================================
|
| 1146 |
def main():
|
| 1147 |
st.markdown("### π GitCosmos - Cosmos & Git Hub")
|
| 1148 |
st.markdown(f"[π Portal]({CosmosDBUrl})")
|
|
|
|
| 1155 |
else:
|
| 1156 |
st.error("Missing Cosmos Key πβ")
|
| 1157 |
return
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1158 |
st.sidebar.markdown("## π οΈ Item Management")
|
| 1159 |
if st.sidebar.button("New Item"):
|
| 1160 |
if st.session_state.get("current_container"):
|
|
|
|
| 1184 |
search_documents_ui(st.session_state.get("current_container"))
|
| 1185 |
show_sidebar_data_grid()
|
| 1186 |
|
| 1187 |
+
|
| 1188 |
+
|
| 1189 |
+
if st.session_state.get("current_container"):
|
| 1190 |
+
edit_names_grid(st.session_state.current_container)
|
| 1191 |
try:
|
| 1192 |
if st.session_state.get("client") is None:
|
| 1193 |
st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
|
|
|
|
| 1214 |
submitted = st.form_submit_button("Create Container")
|
| 1215 |
if submitted:
|
| 1216 |
analytical_ttl = -1 if new_analytical else None
|
| 1217 |
+
new_container = create_new_container(database, new_container_id, new_partition_key, analytical_storage_ttl=analytical_ttl)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1218 |
if new_container:
|
| 1219 |
st.success(f"Container '{new_container_id}' created.")
|
| 1220 |
default_id = generate_unique_id()
|
|
|
|
| 1314 |
st.error(message)
|
| 1315 |
except Exception as e:
|
| 1316 |
st.error(f"Delete err: {str(e)}")
|
| 1317 |
+
if "delete_log" in st.session_state and st.session_state.delete_log:
|
| 1318 |
+
st.subheader("Delete Log")
|
| 1319 |
+
for log_entry in st.session_state.delete_log[-5:]:
|
| 1320 |
+
st.write(log_entry)
|
| 1321 |
elif selected_view == 'Run AI':
|
| 1322 |
st.markdown("#### π€ Run AI")
|
| 1323 |
ai_query = st.text_area("Enter your query for ArXiv search:", key="arxiv_query", height=100)
|
| 1324 |
if st.button("Send"):
|
| 1325 |
st.session_state.last_query = ai_query
|
| 1326 |
+
perform_ai_lookup(ai_query, vocal_summary=True, extended_refs=False, titles_summary=True, full_audio=True, useArxiv=True, useArxivAudio=False)
|
| 1327 |
elif selected_view == 'Clone':
|
| 1328 |
st.markdown("#### π Clone")
|
| 1329 |
if documents:
|