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Update app.py
Browse files
app.py
CHANGED
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@@ -3,43 +3,77 @@
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# =============================================================================
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import base64
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import glob
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import json
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import os
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import pandas as pd
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import pytz
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import re
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import shutil
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import streamlit as st
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import time
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import uuid
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import zipfile
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from azure.cosmos import CosmosClient, PartitionKey, exceptions
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from datetime import datetime
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# =============================================================================
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# βββββββββββββ APP CONFIGURATION βββββββββββββ
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# =============================================================================
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Site_Name = 'π GitCosmos'
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title = "π GitCosmos"
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st.set_page_config(
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page_title=title,
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page_icon=
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layout="wide",
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initial_sidebar_state="auto"
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)
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# Cosmos DB Configuration
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ENDPOINT = "https://acae-afd.documents.azure.com:443/"
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# =============================================================================
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# βββββββββββββ HELPER FUNCTIONS βββββββββββββ
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# =============================================================================
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def generate_unique_id():
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timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
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unique_uuid = str(uuid.uuid4())
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return f"{timestamp}-{unique_uuid}"
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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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@@ -47,6 +81,40 @@ def get_download_link(file_path):
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file_name = os.path.basename(file_path)
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return f'<a href="data:file/txt;base64,{b64}" download="{file_name}">Download {file_name} π</a>'
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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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@@ -97,6 +165,27 @@ def delete_record(container, record):
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except Exception as e:
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return False, f"Error: {str(e)} π±"
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def archive_current_container(database_name, container_name, client):
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try:
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base_dir = "./cosmos_archive"
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st.error(f"Error creating container: {str(e)}")
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return None
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# =============================================================================
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# βββββββββββββ UI FUNCTIONS βββββββββββββ
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# =============================================================================
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if doc_key not in st.session_state:
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st.session_state[doc_key] = json.dumps(doc, indent=2)
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edited_content = st.text_area("Edit JSON", value=st.session_state[doc_key], height=300, key=doc_key)
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if success:
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st.success(
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st.
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else:
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st.error(message)
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except json.JSONDecodeError:
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st.error("Invalid JSON format.")
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except Exception as e:
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st.error(f"Save error: {str(e)}")
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if st.button("ποΈ Delete", key=f"delete_{doc['id']}"):
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success, message = delete_record(container, doc)
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if success:
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st.success(message)
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st.rerun()
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else:
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st.error(message)
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def new_item_default(container):
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new_id = generate_unique_id()
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else:
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st.error(f"Error creating new item: {message}")
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# =============================================================================
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# βββββββββββββ MAIN FUNCTION βββββββββββββ
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# =============================================================================
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def main():
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st.
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if "
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st.
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# Sidebar: Hierarchical Navigation
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st.sidebar.title("π Navigator")
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# Databases Section
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st.sidebar.subheader("Databases")
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databases = get_databases(st.session_state.client)
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selected_db = st.sidebar.selectbox("
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if selected_db != st.session_state.selected_database:
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st.session_state.selected_database = selected_db
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st.session_state.selected_container = None
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st.rerun()
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# Containers Section
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if st.session_state.selected_database:
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database = st.session_state.client.get_database_client(st.session_state.selected_database)
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st.sidebar.subheader("Containers")
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if st.sidebar.button("π New Container"):
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with st.sidebar.form("new_container_form"):
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container_id = st.text_input("Container ID", "new-container")
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st.success(f"Container '{container_id}' created!")
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st.rerun()
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containers = get_containers(database)
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selected_container = st.sidebar.selectbox("
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if selected_container != st.session_state.selected_container:
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st.session_state.selected_container = selected_container
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st.rerun()
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# Actions Section
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st.sidebar.subheader("Actions")
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if st.session_state.
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st.sidebar.markdown(download_link, unsafe_allow_html=True)
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else:
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st.sidebar.error(download_link)
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# Items Section
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st.sidebar.subheader("Items")
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if st.session_state.
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if st.sidebar.button("β New Item"):
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# Central Area:
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if st.session_state.
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edit_all_documents(container)
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else:
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st.info("Select a database and container to view and edit documents.")
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if __name__ == "__main__":
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main()
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# =============================================================================
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import base64
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import glob
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import hashlib
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import json
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import os
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import pandas as pd
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import pytz
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import random
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import re
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import shutil
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import streamlit as st
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import time
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import traceback
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import uuid
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import zipfile
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from PIL import Image
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from azure.cosmos import CosmosClient, PartitionKey, exceptions
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from datetime import datetime
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from git import Repo
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from github import Github
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from gradio_client import Client
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import tempfile
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import io
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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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# βββββββββββββ EXTERNAL HELP LINKS βββββββββββββ
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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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{"title": "CosmosDB Index and Query Vectors", "url": "https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/how-to-python-vector-index-query", "emoji": "π»"},
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{"title": "CosmosDB NoSQL Materialized Views", "url": "https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/materialized-views", "emoji": "π»"},
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{"title": "LangChain Vector Store Guide", "url": "https://python.langchain.com/docs/integrations/vectorstores/azure_cosmos_db_no_sql/", "emoji": "π»"},
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{"title": "Vector Database Prompt Engineering RAG for Python", "url": "https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database?source=recommendations", "emoji": "π»"},
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{"title": "MergeKit Official GitHub", "url": "https://github.com/arcee-ai/MergeKit", "emoji": "π»"},
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{"title": "MergeKit Sample Usage", "url": "https://github.com/arcee-ai/MergeKit#examples", "emoji": "π"},
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| 43 |
+
{"title": "DistillKit Official GitHub", "url": "https://github.com/arcee-ai/DistillKit", "emoji": "π»"},
|
| 44 |
+
{"title": "DistillKit Sample Usage", "url": "https://github.com/arcee-ai/DistillKit#usage", "emoji": "π"},
|
| 45 |
+
{"title": "arcee.ai Official Website", "url": "https://arcee.ai", "emoji": "π"},
|
| 46 |
+
]
|
| 47 |
|
| 48 |
# =============================================================================
|
| 49 |
# βββββββββββββ APP CONFIGURATION βββββββββββββ
|
| 50 |
# =============================================================================
|
| 51 |
Site_Name = 'π GitCosmos'
|
| 52 |
title = "π GitCosmos"
|
| 53 |
+
helpURL = 'https://huggingface.co/awacke1'
|
| 54 |
+
bugURL = 'https://huggingface.co/spaces/awacke1/AzureCosmosDBUI/'
|
| 55 |
+
icons = 'πππ«'
|
| 56 |
st.set_page_config(
|
| 57 |
page_title=title,
|
| 58 |
+
page_icon=icons,
|
| 59 |
layout="wide",
|
| 60 |
+
initial_sidebar_state="auto",
|
| 61 |
+
menu_items={
|
| 62 |
+
'Get Help': helpURL,
|
| 63 |
+
'Report a bug': bugURL,
|
| 64 |
+
'About': title
|
| 65 |
+
}
|
| 66 |
)
|
| 67 |
|
|
|
|
| 68 |
ENDPOINT = "https://acae-afd.documents.azure.com:443/"
|
| 69 |
+
DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
|
| 70 |
+
CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME")
|
| 71 |
+
Key = os.environ.get("Key")
|
| 72 |
+
CosmosDBUrl = 'https://portal.azure.com/#@AaronCWackergmail.onmicrosoft.com/resource/subscriptions/003fba60-5b3f-48f4-ab36-3ed11bc40816/resourceGroups/datasets/providers/Microsoft.DocumentDB/databaseAccounts/acae-afd/dataExplorer'
|
| 73 |
|
| 74 |
# =============================================================================
|
| 75 |
# βββββββββββββ HELPER FUNCTIONS βββββββββββββ
|
| 76 |
# =============================================================================
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 77 |
def get_download_link(file_path):
|
| 78 |
with open(file_path, "rb") as file:
|
| 79 |
contents = file.read()
|
|
|
|
| 81 |
file_name = os.path.basename(file_path)
|
| 82 |
return f'<a href="data:file/txt;base64,{b64}" download="{file_name}">Download {file_name} π</a>'
|
| 83 |
|
| 84 |
+
def generate_unique_id():
|
| 85 |
+
timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
|
| 86 |
+
unique_uuid = str(uuid.uuid4())
|
| 87 |
+
return f"{timestamp}-{unique_uuid}"
|
| 88 |
+
|
| 89 |
+
def generate_filename(prompt, file_type):
|
| 90 |
+
central = pytz.timezone('US/Central')
|
| 91 |
+
safe_date_time = datetime.now(central).strftime("%m%d_%H%M")
|
| 92 |
+
safe_prompt = re.sub(r'\W+', '', prompt)[:90]
|
| 93 |
+
return f"{safe_date_time}{safe_prompt}.{file_type}"
|
| 94 |
+
|
| 95 |
+
def create_file(filename, prompt, response, should_save=True):
|
| 96 |
+
if should_save:
|
| 97 |
+
with open(filename, 'w', encoding='utf-8') as file:
|
| 98 |
+
file.write(prompt + "\n\n" + response)
|
| 99 |
+
|
| 100 |
+
def load_file(file_name):
|
| 101 |
+
with open(file_name, "r", encoding='utf-8') as file:
|
| 102 |
+
return file.read()
|
| 103 |
+
|
| 104 |
+
def create_zip_of_files(files):
|
| 105 |
+
zip_name = "all_files.zip"
|
| 106 |
+
with zipfile.ZipFile(zip_name, 'w') as zipf:
|
| 107 |
+
for file in files:
|
| 108 |
+
zipf.write(file)
|
| 109 |
+
return zip_name
|
| 110 |
+
|
| 111 |
+
def preprocess_text(text):
|
| 112 |
+
text = text.replace('\r\n', '\\n').replace('\r', '\\n').replace('\n', '\\n')
|
| 113 |
+
text = text.replace('"', '\\"')
|
| 114 |
+
text = re.sub(r'[\t]', ' ', text)
|
| 115 |
+
text = re.sub(r'[^\x00-\x7F]+', '', text)
|
| 116 |
+
return text.strip()
|
| 117 |
+
|
| 118 |
def sanitize_json_text(text):
|
| 119 |
text = re.sub(r'[\x00-\x08\x0B\x0C\x0E-\x1F]', '', text)
|
| 120 |
text = text.replace("\n", "\\n").replace("\r", "\\r").replace("\t", "\\t")
|
|
|
|
| 165 |
except Exception as e:
|
| 166 |
return False, f"Error: {str(e)} π±"
|
| 167 |
|
| 168 |
+
def save_to_cosmos_db(container, query, response1, response2):
|
| 169 |
+
try:
|
| 170 |
+
timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
|
| 171 |
+
unique_uuid = str(uuid.uuid4())
|
| 172 |
+
new_id = f"{timestamp}-{unique_uuid}"
|
| 173 |
+
record = {
|
| 174 |
+
"id": new_id,
|
| 175 |
+
"pk": new_id,
|
| 176 |
+
"name": new_id,
|
| 177 |
+
"query": query,
|
| 178 |
+
"response1": response1,
|
| 179 |
+
"response2": response2,
|
| 180 |
+
"timestamp": datetime.utcnow().isoformat(),
|
| 181 |
+
"type": "ai_response",
|
| 182 |
+
"version": "1.0"
|
| 183 |
+
}
|
| 184 |
+
container.create_item(body=record)
|
| 185 |
+
st.success(f"Saved: {record['id']}")
|
| 186 |
+
except Exception as e:
|
| 187 |
+
st.error(f"Save error: {str(e)}")
|
| 188 |
+
|
| 189 |
def archive_current_container(database_name, container_name, client):
|
| 190 |
try:
|
| 191 |
base_dir = "./cosmos_archive"
|
|
|
|
| 220 |
st.error(f"Error creating container: {str(e)}")
|
| 221 |
return None
|
| 222 |
|
| 223 |
+
# =============================================================================
|
| 224 |
+
# βββββββββββββ GITHUB FUNCTIONS βββββββββββββ
|
| 225 |
+
# =============================================================================
|
| 226 |
+
def download_github_repo(url, local_path):
|
| 227 |
+
if os.path.exists(local_path):
|
| 228 |
+
shutil.rmtree(local_path)
|
| 229 |
+
Repo.clone_from(url, local_path)
|
| 230 |
+
|
| 231 |
+
def create_zip_file(source_dir, output_filename):
|
| 232 |
+
shutil.make_archive(output_filename, 'zip', source_dir)
|
| 233 |
+
|
| 234 |
+
def create_repo(g, repo_name):
|
| 235 |
+
user = g.get_user()
|
| 236 |
+
return user.create_repo(repo_name)
|
| 237 |
+
|
| 238 |
+
def push_to_github(local_path, repo, github_token):
|
| 239 |
+
repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
|
| 240 |
+
local_repo = Repo(local_path)
|
| 241 |
+
if 'origin' in [remote.name for remote in local_repo.remotes]:
|
| 242 |
+
origin = local_repo.remote('origin')
|
| 243 |
+
origin.set_url(repo_url)
|
| 244 |
+
else:
|
| 245 |
+
origin = local_repo.create_remote('origin', repo_url)
|
| 246 |
+
if not local_repo.heads:
|
| 247 |
+
local_repo.git.checkout('-b', 'main')
|
| 248 |
+
current_branch = 'main'
|
| 249 |
+
else:
|
| 250 |
+
current_branch = local_repo.active_branch.name
|
| 251 |
+
local_repo.git.add(A=True)
|
| 252 |
+
if local_repo.is_dirty():
|
| 253 |
+
local_repo.git.commit('-m', 'Initial commit')
|
| 254 |
+
origin.push(refspec=f'{current_branch}:{current_branch}')
|
| 255 |
+
|
| 256 |
+
# =============================================================================
|
| 257 |
+
# βββββββββββββ FILE & MEDIA MANAGEMENT FUNCTIONS βββββββββββββ
|
| 258 |
+
# =============================================================================
|
| 259 |
+
def display_file_viewer(file_path):
|
| 260 |
+
content = load_file(file_path)
|
| 261 |
+
if content:
|
| 262 |
+
st.markdown("### π File Viewer")
|
| 263 |
+
st.markdown(f"**{file_path}**")
|
| 264 |
+
file_stats = os.stat(file_path)
|
| 265 |
+
st.markdown(f"**Mod:** {datetime.fromtimestamp(file_stats.st_mtime).strftime('%Y-%m-%d %H:%M:%S')} | **Size:** {file_stats.st_size} bytes")
|
| 266 |
+
st.markdown("---")
|
| 267 |
+
st.markdown(content)
|
| 268 |
+
st.download_button("β¬οΈ", data=content, file_name=os.path.basename(file_path), mime="text/markdown")
|
| 269 |
+
|
| 270 |
+
def display_file_editor(file_path):
|
| 271 |
+
if 'file_content' not in st.session_state:
|
| 272 |
+
st.session_state.file_content = {}
|
| 273 |
+
if file_path not in st.session_state.file_content:
|
| 274 |
+
content = load_file(file_path)
|
| 275 |
+
if content:
|
| 276 |
+
st.session_state.file_content[file_path] = content
|
| 277 |
+
st.markdown("### βοΈ Edit File")
|
| 278 |
+
st.markdown(f"**Editing:** {file_path}")
|
| 279 |
+
new_content = st.text_area("Edit:", value=st.session_state.file_content.get(file_path, ""), height=400, key=f"editor_{hash(file_path)}")
|
| 280 |
+
col1, col2 = st.columns([1, 5])
|
| 281 |
+
with col1:
|
| 282 |
+
if st.button("πΎ Save"):
|
| 283 |
+
sanitized = sanitize_json_text(new_content)
|
| 284 |
+
try:
|
| 285 |
+
json.loads(sanitized)
|
| 286 |
+
with open(file_path, 'w', encoding='utf-8') as file:
|
| 287 |
+
file.write(sanitized)
|
| 288 |
+
st.session_state.file_content[file_path] = sanitized
|
| 289 |
+
st.success("Saved! π")
|
| 290 |
+
time.sleep(1)
|
| 291 |
+
st.rerun()
|
| 292 |
+
except Exception as e:
|
| 293 |
+
st.error(f"Save error: {str(e)}")
|
| 294 |
+
with col2:
|
| 295 |
+
st.download_button("β¬οΈ", data=new_content, file_name=os.path.basename(file_path), mime="text/markdown")
|
| 296 |
+
|
| 297 |
+
def update_file_management_section():
|
| 298 |
+
if 'file_view_mode' not in st.session_state:
|
| 299 |
+
st.session_state.file_view_mode = None
|
| 300 |
+
if 'current_file' not in st.session_state:
|
| 301 |
+
st.session_state.current_file = None
|
| 302 |
+
all_files = sorted(glob.glob("*.md"), reverse=True)
|
| 303 |
+
st.sidebar.subheader("π Files")
|
| 304 |
+
if st.sidebar.button("π Delete All"):
|
| 305 |
+
for file in all_files:
|
| 306 |
+
os.remove(file)
|
| 307 |
+
st.session_state.file_content = {}
|
| 308 |
+
st.session_state.current_file = None
|
| 309 |
+
st.session_state.file_view_mode = None
|
| 310 |
+
st.rerun()
|
| 311 |
+
if st.sidebar.button("β¬οΈ Download All"):
|
| 312 |
+
zip_file = create_zip_of_files(all_files)
|
| 313 |
+
st.sidebar.markdown(get_download_link(zip_file), unsafe_allow_html=True)
|
| 314 |
+
for file in all_files:
|
| 315 |
+
col1, col2, col3, col4 = st.sidebar.columns([1, 3, 1, 1])
|
| 316 |
+
with col1:
|
| 317 |
+
if st.button("π", key=f"view_{file}"):
|
| 318 |
+
st.session_state.current_file = file
|
| 319 |
+
st.session_state.file_view_mode = 'view'
|
| 320 |
+
st.rerun()
|
| 321 |
+
with col2:
|
| 322 |
+
st.markdown(get_download_link(file), unsafe_allow_html=True)
|
| 323 |
+
with col3:
|
| 324 |
+
if st.button("π", key=f"edit_{file}"):
|
| 325 |
+
st.session_state.current_file = file
|
| 326 |
+
st.session_state.file_view_mode = 'edit'
|
| 327 |
+
st.rerun()
|
| 328 |
+
with col4:
|
| 329 |
+
if st.button("π", key=f"delete_{file}"):
|
| 330 |
+
os.remove(file)
|
| 331 |
+
if file in st.session_state.file_content:
|
| 332 |
+
del st.session_state.file_content[file]
|
| 333 |
+
if st.session_state.current_file == file:
|
| 334 |
+
st.session_state.current_file = None
|
| 335 |
+
st.session_state.file_view_mode = None
|
| 336 |
+
st.rerun()
|
| 337 |
+
st.sidebar.subheader("External Help Links")
|
| 338 |
+
for link in external_links:
|
| 339 |
+
st.sidebar.markdown(f"{link['emoji']} [{link['title']}]({link['url']})", unsafe_allow_html=True)
|
| 340 |
+
if st.session_state.current_file:
|
| 341 |
+
if st.session_state.file_view_mode == 'view':
|
| 342 |
+
display_file_viewer(st.session_state.current_file)
|
| 343 |
+
elif st.session_state.file_view_mode == 'edit':
|
| 344 |
+
display_file_editor(st.session_state.current_file)
|
| 345 |
+
|
| 346 |
# =============================================================================
|
| 347 |
# βββββββββββββ UI FUNCTIONS βββββββββββββ
|
| 348 |
# =============================================================================
|
|
|
|
| 362 |
if doc_key not in st.session_state:
|
| 363 |
st.session_state[doc_key] = json.dumps(doc, indent=2)
|
| 364 |
edited_content = st.text_area("Edit JSON", value=st.session_state[doc_key], height=300, key=doc_key)
|
| 365 |
+
col_save, col_delete = st.columns(2)
|
| 366 |
+
with col_save:
|
| 367 |
+
if st.button("πΎ Save", key=f"save_{doc['id']}"):
|
| 368 |
+
try:
|
| 369 |
+
updated_doc = json.loads(sanitize_json_text(edited_content))
|
| 370 |
+
updated_doc['id'] = doc['id']
|
| 371 |
+
updated_doc['pk'] = doc.get('pk', doc['id'])
|
| 372 |
+
for field in ['_ts', '_rid', '_self', '_etag', '_attachments']:
|
| 373 |
+
updated_doc.pop(field, None)
|
| 374 |
+
success, message = update_record(container, updated_doc)
|
| 375 |
+
if success:
|
| 376 |
+
st.success(f"Saved {doc['id']}")
|
| 377 |
+
st.session_state[doc_key] = json.dumps(updated_doc, indent=2)
|
| 378 |
+
else:
|
| 379 |
+
st.error(message)
|
| 380 |
+
except json.JSONDecodeError:
|
| 381 |
+
st.error("Invalid JSON format.")
|
| 382 |
+
except Exception as e:
|
| 383 |
+
st.error(f"Save error: {str(e)}")
|
| 384 |
+
with col_delete:
|
| 385 |
+
if st.button("ποΈ Delete", key=f"delete_{doc['id']}"):
|
| 386 |
+
success, message = delete_record(container, doc)
|
| 387 |
if success:
|
| 388 |
+
st.success(message)
|
| 389 |
+
st.rerun()
|
| 390 |
else:
|
| 391 |
st.error(message)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 392 |
|
| 393 |
def new_item_default(container):
|
| 394 |
new_id = generate_unique_id()
|
|
|
|
| 407 |
else:
|
| 408 |
st.error(f"Error creating new item: {message}")
|
| 409 |
|
| 410 |
+
def add_field_to_doc():
|
| 411 |
+
key = st.session_state.new_field_key
|
| 412 |
+
value = st.session_state.new_field_value
|
| 413 |
+
try:
|
| 414 |
+
doc = json.loads(st.session_state.doc_editor)
|
| 415 |
+
doc[key] = value
|
| 416 |
+
st.session_state.doc_editor = json.dumps(doc, indent=2)
|
| 417 |
+
container = st.session_state.current_container
|
| 418 |
+
success, message = update_record(container, doc)
|
| 419 |
+
if success:
|
| 420 |
+
st.success(f"Added field {key} π")
|
| 421 |
+
else:
|
| 422 |
+
st.error(message)
|
| 423 |
+
except Exception as e:
|
| 424 |
+
st.error(f"Error adding field: {str(e)}")
|
| 425 |
+
|
| 426 |
+
def new_ai_record(container):
|
| 427 |
+
new_id = generate_unique_id()
|
| 428 |
+
default_doc = {
|
| 429 |
+
"id": new_id,
|
| 430 |
+
"pk": new_id,
|
| 431 |
+
"name": "AI Modality Record",
|
| 432 |
+
"function_url": "https://example.com/function",
|
| 433 |
+
"input_text": "### Input (markdown)\n\nType your input here.",
|
| 434 |
+
"output_text": "### Output (markdown)\n\nResult will appear here.",
|
| 435 |
+
"timestamp": datetime.now().isoformat(),
|
| 436 |
+
"type": "ai_modality"
|
| 437 |
+
}
|
| 438 |
+
success, message = insert_record(container, default_doc)
|
| 439 |
+
if success:
|
| 440 |
+
st.success("New AI modality record created! π‘")
|
| 441 |
+
st.rerun()
|
| 442 |
+
else:
|
| 443 |
+
st.error(f"Error creating AI record: {message}")
|
| 444 |
+
|
| 445 |
+
def new_links_record(container):
|
| 446 |
+
new_id = generate_unique_id()
|
| 447 |
+
links_md = "\n".join([f"- {link['emoji']} [{link['title']}]({link['url']})" for link in external_links])
|
| 448 |
+
default_doc = {
|
| 449 |
+
"id": new_id,
|
| 450 |
+
"pk": new_id,
|
| 451 |
+
"name": "Portal Links Record",
|
| 452 |
+
"function_url": "",
|
| 453 |
+
"input_text": links_md,
|
| 454 |
+
"output_text": "",
|
| 455 |
+
"timestamp": datetime.now().isoformat(),
|
| 456 |
+
"type": "ai_modality"
|
| 457 |
+
}
|
| 458 |
+
success, message = insert_record(container, default_doc)
|
| 459 |
+
if success:
|
| 460 |
+
st.success("New Portal Links record created! π")
|
| 461 |
+
st.rerun()
|
| 462 |
+
else:
|
| 463 |
+
st.error(f"Error creating links record: {message}")
|
| 464 |
+
|
| 465 |
+
def vector_keyword_search(keyword, container):
|
| 466 |
+
try:
|
| 467 |
+
query = f"SELECT * FROM c WHERE CONTAINS(c.content, '{keyword}')"
|
| 468 |
+
results = list(container.query_items(query=query, enable_cross_partition_query=True))
|
| 469 |
+
return results
|
| 470 |
+
except Exception as e:
|
| 471 |
+
st.error(f"Search error: {str(e)}")
|
| 472 |
+
return []
|
| 473 |
+
|
| 474 |
+
def display_search_results(keyword, container):
|
| 475 |
+
results = vector_keyword_search(keyword, container)
|
| 476 |
+
st.markdown("### π Search Results")
|
| 477 |
+
for res in results:
|
| 478 |
+
doc_id = res.get("id", "")
|
| 479 |
+
with st.expander(f"Result {doc_id}"):
|
| 480 |
+
edited = st.text_area("Edit Document", value=json.dumps(res, indent=2), key=f"search_{doc_id}")
|
| 481 |
+
if st.button(f"πΎ Save changes", key=f"save_search_{doc_id}"):
|
| 482 |
+
try:
|
| 483 |
+
updated_doc = json.loads(edited)
|
| 484 |
+
success, message = update_record(container, updated_doc)
|
| 485 |
+
if success:
|
| 486 |
+
st.success(f"Updated {doc_id}!")
|
| 487 |
+
st.rerun()
|
| 488 |
+
else:
|
| 489 |
+
st.error(message)
|
| 490 |
+
except Exception as e:
|
| 491 |
+
st.error(f"Error saving: {str(e)}")
|
| 492 |
+
|
| 493 |
+
def search_documents_ui(container):
|
| 494 |
+
with st.sidebar.form("search_form"):
|
| 495 |
+
keyword = st.text_input("Search Keyword", key="search_keyword")
|
| 496 |
+
if st.form_submit_button("π Search") and keyword:
|
| 497 |
+
display_search_results(keyword, container)
|
| 498 |
+
|
| 499 |
+
def validate_and_preprocess_image(file_data, target_size=(576, 1024)):
|
| 500 |
+
try:
|
| 501 |
+
if isinstance(file_data, bytes):
|
| 502 |
+
img = Image.open(io.BytesIO(file_data))
|
| 503 |
+
elif hasattr(file_data, 'read'):
|
| 504 |
+
if hasattr(file_data, 'seek'):
|
| 505 |
+
file_data.seek(0)
|
| 506 |
+
img = Image.open(file_data)
|
| 507 |
+
else:
|
| 508 |
+
raise ValueError(f"Unsupported input: {type(file_data)}")
|
| 509 |
+
if img.mode != 'RGB':
|
| 510 |
+
img = img.convert('RGB')
|
| 511 |
+
aspect_ratio = img.size[0] / img.size[1]
|
| 512 |
+
if aspect_ratio > target_size[0] / target_size[1]:
|
| 513 |
+
new_width = target_size[0]
|
| 514 |
+
new_height = int(new_width / aspect_ratio)
|
| 515 |
+
else:
|
| 516 |
+
new_height = target_size[1]
|
| 517 |
+
new_width = int(new_height * aspect_ratio)
|
| 518 |
+
new_width = (new_width // 2) * 2
|
| 519 |
+
new_height = (new_height // 2) * 2
|
| 520 |
+
resized_img = img.resize((new_width, new_height), Image.Resampling.LANCZOS)
|
| 521 |
+
final_img = Image.new('RGB', target_size, (255, 255, 255))
|
| 522 |
+
paste_x = (target_size[0] - new_width) // 2
|
| 523 |
+
paste_y = (target_size[1] - new_height) // 2
|
| 524 |
+
final_img.paste(resized_img, (paste_x, paste_y))
|
| 525 |
+
return final_img
|
| 526 |
+
except Exception as e:
|
| 527 |
+
st.error(f"Image error: {str(e)}")
|
| 528 |
+
return None
|
| 529 |
+
|
| 530 |
+
def add_video_generation_ui(container):
|
| 531 |
+
st.markdown("### π₯ Video Generation")
|
| 532 |
+
col1, col2 = st.columns([2, 1])
|
| 533 |
+
with col1:
|
| 534 |
+
uploaded_file = st.file_uploader("Upload Image πΌοΈ", type=['png', 'jpg', 'jpeg'])
|
| 535 |
+
with col2:
|
| 536 |
+
st.markdown("#### Parameters")
|
| 537 |
+
motion = st.slider("π Motion", 1, 255, 127)
|
| 538 |
+
fps = st.slider("π¬ FPS", 1, 30, 6)
|
| 539 |
+
with st.expander("Advanced"):
|
| 540 |
+
use_custom = st.checkbox("Custom Seed")
|
| 541 |
+
seed = st.number_input("Seed", value=int(time.time() * 1000)) if use_custom else None
|
| 542 |
+
if uploaded_file:
|
| 543 |
+
file_data = uploaded_file.read()
|
| 544 |
+
preview1, preview2 = st.columns(2)
|
| 545 |
+
with preview1:
|
| 546 |
+
st.write("Original")
|
| 547 |
+
st.image(Image.open(io.BytesIO(file_data)), use_column_width=True)
|
| 548 |
+
with preview2:
|
| 549 |
+
proc_img = validate_and_preprocess_image(io.BytesIO(file_data))
|
| 550 |
+
if proc_img:
|
| 551 |
+
st.write("Processed")
|
| 552 |
+
st.image(proc_img, use_column_width=True)
|
| 553 |
+
else:
|
| 554 |
+
return
|
| 555 |
+
if st.button("π₯ Generate"):
|
| 556 |
+
with st.spinner("Generating video..."):
|
| 557 |
+
with tempfile.NamedTemporaryFile(suffix='.png', delete=False) as temp_file:
|
| 558 |
+
proc_img.save(temp_file.name, format='PNG')
|
| 559 |
+
try:
|
| 560 |
+
client = Client("awacke1/stable-video-diffusion", hf_token=os.environ.get("HUGGINGFACE_TOKEN"))
|
| 561 |
+
result = client.predict(
|
| 562 |
+
image=temp_file.name,
|
| 563 |
+
seed=seed if seed is not None else int(time.time() * 1000),
|
| 564 |
+
randomize_seed=seed is None,
|
| 565 |
+
motion_bucket_id=motion,
|
| 566 |
+
fps_id=fps,
|
| 567 |
+
api_name="/video"
|
| 568 |
+
)
|
| 569 |
+
video_path = result[0].get('video') if isinstance(result[0], dict) else None
|
| 570 |
+
if video_path and os.path.exists(video_path):
|
| 571 |
+
video_filename = f"generated_video_{datetime.now().strftime('%Y%m%d_%H%M%S')}.mp4"
|
| 572 |
+
shutil.copy(video_path, video_filename)
|
| 573 |
+
st.success(f"Video generated! π")
|
| 574 |
+
st.video(video_filename)
|
| 575 |
+
if container:
|
| 576 |
+
video_record = {
|
| 577 |
+
"id": generate_unique_id(),
|
| 578 |
+
"pk": generate_unique_id(),
|
| 579 |
+
"type": "generated_video",
|
| 580 |
+
"filename": video_filename,
|
| 581 |
+
"seed": seed if seed is not None else "random",
|
| 582 |
+
"motion": motion,
|
| 583 |
+
"fps": fps,
|
| 584 |
+
"timestamp": datetime.now().isoformat()
|
| 585 |
+
}
|
| 586 |
+
success, message = insert_record(container, video_record)
|
| 587 |
+
if success:
|
| 588 |
+
st.success("DB record saved!")
|
| 589 |
+
else:
|
| 590 |
+
st.error(f"DB error: {message}")
|
| 591 |
+
except Exception as e:
|
| 592 |
+
st.error(f"Video gen error: {str(e)}")
|
| 593 |
+
finally:
|
| 594 |
+
os.unlink(temp_file.name)
|
| 595 |
+
|
| 596 |
# =============================================================================
|
| 597 |
# βββββββββββββ MAIN FUNCTION βββββββββββββ
|
| 598 |
# =============================================================================
|
| 599 |
def main():
|
| 600 |
+
st.markdown("### π GitCosmos - Cosmos & Git Hub")
|
| 601 |
+
st.markdown(f"[π Portal]({CosmosDBUrl})")
|
| 602 |
+
|
| 603 |
+
if "chat_history" not in st.session_state:
|
| 604 |
+
st.session_state.chat_history = []
|
| 605 |
+
if "current_container" not in st.session_state:
|
| 606 |
+
st.session_state.current_container = None
|
| 607 |
+
if not Key:
|
| 608 |
+
st.error("Missing Cosmos Key πβ")
|
| 609 |
+
return
|
| 610 |
+
st.session_state.primary_key = Key
|
| 611 |
+
st.session_state.logged_in = True
|
| 612 |
|
| 613 |
# Sidebar: Hierarchical Navigation
|
| 614 |
st.sidebar.title("π Navigator")
|
| 615 |
+
|
| 616 |
# Databases Section
|
| 617 |
+
st.sidebar.subheader("ποΈ Databases")
|
| 618 |
+
if "client" not in st.session_state:
|
| 619 |
+
st.session_state.client = CosmosClient(ENDPOINT, credential=Key)
|
| 620 |
databases = get_databases(st.session_state.client)
|
| 621 |
+
selected_db = st.sidebar.selectbox("Select Database", databases, key="db_select")
|
| 622 |
+
if selected_db != st.session_state.get("selected_database"):
|
| 623 |
st.session_state.selected_database = selected_db
|
| 624 |
st.session_state.selected_container = None
|
| 625 |
+
st.session_state.current_container = None
|
| 626 |
st.rerun()
|
| 627 |
|
| 628 |
# Containers Section
|
| 629 |
if st.session_state.selected_database:
|
| 630 |
database = st.session_state.client.get_database_client(st.session_state.selected_database)
|
| 631 |
+
st.sidebar.subheader("π Containers")
|
| 632 |
if st.sidebar.button("π New Container"):
|
| 633 |
with st.sidebar.form("new_container_form"):
|
| 634 |
container_id = st.text_input("Container ID", "new-container")
|
|
|
|
| 639 |
st.success(f"Container '{container_id}' created!")
|
| 640 |
st.rerun()
|
| 641 |
containers = get_containers(database)
|
| 642 |
+
selected_container = st.sidebar.selectbox("Select Container", containers, key="container_select")
|
| 643 |
+
if selected_container != st.session_state.get("selected_container"):
|
| 644 |
st.session_state.selected_container = selected_container
|
| 645 |
+
st.session_state.current_container = database.get_container_client(selected_container)
|
| 646 |
st.rerun()
|
| 647 |
|
| 648 |
# Actions Section
|
| 649 |
+
st.sidebar.subheader("βοΈ Actions")
|
| 650 |
+
if st.session_state.current_container:
|
| 651 |
+
if st.sidebar.button("π¦ Export Container"):
|
| 652 |
+
download_link = archive_current_container(st.session_state.selected_database, st.session_state.selected_container, st.session_state.client)
|
| 653 |
+
st.sidebar.markdown(download_link, unsafe_allow_html=True) if download_link.startswith('<a') else st.sidebar.error(download_link)
|
|
|
|
|
|
|
| 654 |
|
| 655 |
# Items Section
|
| 656 |
+
st.sidebar.subheader("π Items")
|
| 657 |
+
if st.session_state.current_container:
|
| 658 |
if st.sidebar.button("β New Item"):
|
| 659 |
+
new_item_default(st.session_state.current_container)
|
| 660 |
+
st.sidebar.text_input("New Field Key", key="new_field_key")
|
| 661 |
+
st.sidebar.text_input("New Field Value", key="new_field_value")
|
| 662 |
+
if st.sidebar.button("β Add Field") and "doc_editor" in st.session_state:
|
| 663 |
+
add_field_to_doc()
|
| 664 |
+
if st.sidebar.button("π€ New AI Record"):
|
| 665 |
+
new_ai_record(st.session_state.current_container)
|
| 666 |
+
if st.sidebar.button("π New Links Record"):
|
| 667 |
+
new_links_record(st.session_state.current_container)
|
| 668 |
+
search_documents_ui(st.session_state.current_container)
|
| 669 |
|
| 670 |
+
# Central Area: Editable Documents
|
| 671 |
+
if st.session_state.current_container:
|
| 672 |
+
edit_all_documents(st.session_state.current_container)
|
|
|
|
| 673 |
else:
|
| 674 |
st.info("Select a database and container to view and edit documents.")
|
| 675 |
|
| 676 |
+
# Additional Features
|
| 677 |
+
update_file_management_section()
|
| 678 |
+
add_video_generation_ui(st.session_state.current_container if st.session_state.current_container else None)
|
| 679 |
+
|
| 680 |
+
# Logout
|
| 681 |
+
if st.session_state.logged_in and st.sidebar.button("πͺ Logout"):
|
| 682 |
+
st.session_state.logged_in = False
|
| 683 |
+
st.session_state.client = None
|
| 684 |
+
st.session_state.selected_database = None
|
| 685 |
+
st.session_state.selected_container = None
|
| 686 |
+
st.session_state.current_container = None
|
| 687 |
+
st.rerun()
|
| 688 |
+
|
| 689 |
if __name__ == "__main__":
|
| 690 |
main()
|