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Create app.py
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app.py
ADDED
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1 |
+
import streamlit as st
|
2 |
+
from azure.cosmos import CosmosClient, PartitionKey, exceptions
|
3 |
+
import os
|
4 |
+
import pandas as pd
|
5 |
+
import traceback
|
6 |
+
import requests
|
7 |
+
import shutil
|
8 |
+
import zipfile
|
9 |
+
from github import Github
|
10 |
+
from git import Repo
|
11 |
+
from datetime import datetime
|
12 |
+
import base64
|
13 |
+
import json
|
14 |
+
|
15 |
+
st.set_page_config(layout="wide")
|
16 |
+
|
17 |
+
# Cosmos DB configuration
|
18 |
+
ENDPOINT = "https://acae-afd.documents.azure.com:443/"
|
19 |
+
SUBSCRIPTION_ID = "003fba60-5b3f-48f4-ab36-3ed11bc40816"
|
20 |
+
DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
|
21 |
+
CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME")
|
22 |
+
Key = os.environ.get("Key")
|
23 |
+
|
24 |
+
# GitHub configuration
|
25 |
+
def download_github_repo(url, local_path):
|
26 |
+
if os.path.exists(local_path):
|
27 |
+
shutil.rmtree(local_path)
|
28 |
+
Repo.clone_from(url, local_path)
|
29 |
+
|
30 |
+
def create_zip_file(source_dir, output_filename):
|
31 |
+
shutil.make_archive(output_filename, 'zip', source_dir)
|
32 |
+
|
33 |
+
def create_repo(g, repo_name):
|
34 |
+
user = g.get_user()
|
35 |
+
return user.create_repo(repo_name)
|
36 |
+
|
37 |
+
def push_to_github(local_path, repo, github_token):
|
38 |
+
repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
|
39 |
+
local_repo = Repo(local_path)
|
40 |
+
|
41 |
+
if 'origin' in [remote.name for remote in local_repo.remotes]:
|
42 |
+
origin = local_repo.remote('origin')
|
43 |
+
origin.set_url(repo_url)
|
44 |
+
else:
|
45 |
+
origin = local_repo.create_remote('origin', repo_url)
|
46 |
+
|
47 |
+
if not local_repo.heads:
|
48 |
+
local_repo.git.checkout('-b', 'main')
|
49 |
+
current_branch = 'main'
|
50 |
+
else:
|
51 |
+
current_branch = local_repo.active_branch.name
|
52 |
+
|
53 |
+
local_repo.git.add(A=True)
|
54 |
+
|
55 |
+
if local_repo.is_dirty():
|
56 |
+
local_repo.git.commit('-m', 'Initial commit')
|
57 |
+
|
58 |
+
origin.push(refspec=f'{current_branch}:{current_branch}')
|
59 |
+
|
60 |
+
def get_base64_download_link(file_path, file_name):
|
61 |
+
with open(file_path, "rb") as file:
|
62 |
+
contents = file.read()
|
63 |
+
base64_encoded = base64.b64encode(contents).decode()
|
64 |
+
return f'<a href="data:application/zip;base64,{base64_encoded}" download="{file_name}">Download {file_name}</a>'
|
65 |
+
|
66 |
+
# Cosmos DB functions
|
67 |
+
def insert_record(record):
|
68 |
+
try:
|
69 |
+
response = container.create_item(body=record)
|
70 |
+
return True, response
|
71 |
+
except exceptions.CosmosHttpResponseError as e:
|
72 |
+
return False, f"HTTP error occurred: {str(e)}. Status code: {e.status_code}"
|
73 |
+
except Exception as e:
|
74 |
+
return False, f"An unexpected error occurred: {str(e)}"
|
75 |
+
|
76 |
+
def call_stored_procedure(record):
|
77 |
+
try:
|
78 |
+
response = container.scripts.execute_stored_procedure(
|
79 |
+
sproc="processPrompt",
|
80 |
+
params=[record],
|
81 |
+
partition_key=record['id']
|
82 |
+
)
|
83 |
+
return True, response
|
84 |
+
except exceptions.CosmosHttpResponseError as e:
|
85 |
+
error_message = f"HTTP error occurred: {str(e)}. Status code: {e.status_code}"
|
86 |
+
return False, error_message
|
87 |
+
except Exception as e:
|
88 |
+
error_message = f"An unexpected error occurred: {str(e)}"
|
89 |
+
return False, error_message
|
90 |
+
|
91 |
+
def fetch_all_records():
|
92 |
+
try:
|
93 |
+
query = "SELECT * FROM c"
|
94 |
+
items = list(container.query_items(query=query, enable_cross_partition_query=True))
|
95 |
+
return pd.DataFrame(items)
|
96 |
+
except exceptions.CosmosHttpResponseError as e:
|
97 |
+
st.error(f"HTTP error occurred while fetching records: {str(e)}. Status code: {e.status_code}")
|
98 |
+
return pd.DataFrame()
|
99 |
+
except Exception as e:
|
100 |
+
st.error(f"An unexpected error occurred while fetching records: {str(e)}")
|
101 |
+
return pd.DataFrame()
|
102 |
+
|
103 |
+
def update_record(updated_record):
|
104 |
+
try:
|
105 |
+
container.upsert_item(body=updated_record)
|
106 |
+
return True, f"Record with id {updated_record['id']} successfully updated."
|
107 |
+
except exceptions.CosmosHttpResponseError as e:
|
108 |
+
return False, f"HTTP error occurred: {str(e)}. Status code: {e.status_code}"
|
109 |
+
except Exception as e:
|
110 |
+
return False, f"An unexpected error occurred: {traceback.format_exc()}"
|
111 |
+
|
112 |
+
def delete_record(name, id):
|
113 |
+
try:
|
114 |
+
container.delete_item(item=id, partition_key=id)
|
115 |
+
return True, f"Successfully deleted record with name: {name} and id: {id}"
|
116 |
+
except exceptions.CosmosResourceNotFoundError:
|
117 |
+
return False, f"Record with id {id} not found. It may have been already deleted."
|
118 |
+
except exceptions.CosmosHttpResponseError as e:
|
119 |
+
return False, f"HTTP error occurred: {str(e)}. Status code: {e.status_code}"
|
120 |
+
except Exception as e:
|
121 |
+
return False, f"An unexpected error occurred: {traceback.format_exc()}"
|
122 |
+
|
123 |
+
# New function to archive all databases and containers
|
124 |
+
def archive_all_data(client):
|
125 |
+
try:
|
126 |
+
base_dir = "./cosmos_archive"
|
127 |
+
if os.path.exists(base_dir):
|
128 |
+
shutil.rmtree(base_dir)
|
129 |
+
os.makedirs(base_dir)
|
130 |
+
|
131 |
+
for database in client.list_databases():
|
132 |
+
db_name = database['id']
|
133 |
+
db_dir = os.path.join(base_dir, db_name)
|
134 |
+
os.makedirs(db_dir)
|
135 |
+
|
136 |
+
db_client = client.get_database_client(db_name)
|
137 |
+
for container in db_client.list_containers():
|
138 |
+
container_name = container['id']
|
139 |
+
container_dir = os.path.join(db_dir, container_name)
|
140 |
+
os.makedirs(container_dir)
|
141 |
+
|
142 |
+
container_client = db_client.get_container_client(container_name)
|
143 |
+
items = list(container_client.read_all_items())
|
144 |
+
|
145 |
+
with open(os.path.join(container_dir, f"{container_name}.json"), 'w') as f:
|
146 |
+
json.dump(items, f, indent=2)
|
147 |
+
|
148 |
+
archive_name = f"cosmos_archive_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
|
149 |
+
shutil.make_archive(archive_name, 'zip', base_dir)
|
150 |
+
|
151 |
+
return get_base64_download_link(f"{archive_name}.zip", f"{archive_name}.zip")
|
152 |
+
except Exception as e:
|
153 |
+
return f"An error occurred while archiving data: {str(e)}"
|
154 |
+
|
155 |
+
# Streamlit app
|
156 |
+
st.title("π Cosmos DB and GitHub Integration")
|
157 |
+
|
158 |
+
# Initialize session state
|
159 |
+
if 'logged_in' not in st.session_state:
|
160 |
+
st.session_state.logged_in = False
|
161 |
+
if 'selected_records' not in st.session_state:
|
162 |
+
st.session_state.selected_records = []
|
163 |
+
|
164 |
+
# Login section
|
165 |
+
if not st.session_state.logged_in:
|
166 |
+
st.subheader("π Login")
|
167 |
+
input_key = Key
|
168 |
+
if st.button("π Login"):
|
169 |
+
if input_key:
|
170 |
+
st.session_state.primary_key = input_key
|
171 |
+
st.session_state.logged_in = True
|
172 |
+
st.rerun()
|
173 |
+
else:
|
174 |
+
st.error("Invalid key. Please check your environment variables.")
|
175 |
+
else:
|
176 |
+
# Initialize Cosmos DB client
|
177 |
+
try:
|
178 |
+
client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
|
179 |
+
database = client.get_database_client(DATABASE_NAME)
|
180 |
+
container = database.get_container_client(CONTAINER_NAME)
|
181 |
+
except exceptions.CosmosHttpResponseError as e:
|
182 |
+
st.error(f"Failed to connect to Cosmos DB. HTTP error: {str(e)}. Status code: {e.status_code}")
|
183 |
+
st.stop()
|
184 |
+
except Exception as e:
|
185 |
+
st.error(f"An unexpected error occurred while connecting to Cosmos DB: {str(e)}")
|
186 |
+
st.stop()
|
187 |
+
|
188 |
+
# GitHub section
|
189 |
+
st.subheader("π GitHub Operations")
|
190 |
+
github_token = os.environ.get("GITHUB_TOKEN") # Read GitHub token from environment variable
|
191 |
+
source_repo = st.text_input("Source GitHub Repository URL", value="https://github.com/AaronCWacker/AIExamples-8-24-Streamlit")
|
192 |
+
new_repo_name = st.text_input("New Repository Name (for cloning)", value=f"AIExample-Clone-{datetime.now().strftime('%Y%m%d_%H%M%S')}")
|
193 |
+
|
194 |
+
col1, col2 = st.columns(2)
|
195 |
+
with col1:
|
196 |
+
if st.button("π₯ Clone Repository"):
|
197 |
+
if github_token and source_repo:
|
198 |
+
try:
|
199 |
+
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
|
200 |
+
download_github_repo(source_repo, local_path)
|
201 |
+
zip_filename = f"{new_repo_name}.zip"
|
202 |
+
create_zip_file(local_path, zip_filename[:-4])
|
203 |
+
st.markdown(get_base64_download_link(zip_filename, zip_filename), unsafe_allow_html=True)
|
204 |
+
st.success("Repository cloned successfully!")
|
205 |
+
except Exception as e:
|
206 |
+
st.error(f"An error occurred: {str(e)}")
|
207 |
+
finally:
|
208 |
+
if os.path.exists(local_path):
|
209 |
+
shutil.rmtree(local_path)
|
210 |
+
if os.path.exists(zip_filename):
|
211 |
+
os.remove(zip_filename)
|
212 |
+
else:
|
213 |
+
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided.")
|
214 |
+
|
215 |
+
with col2:
|
216 |
+
if st.button("π€ Push to New Repository"):
|
217 |
+
if github_token and source_repo:
|
218 |
+
try:
|
219 |
+
g = Github(github_token)
|
220 |
+
new_repo = create_repo(g, new_repo_name)
|
221 |
+
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
|
222 |
+
download_github_repo(source_repo, local_path)
|
223 |
+
push_to_github(local_path, new_repo, github_token)
|
224 |
+
st.success(f"Repository pushed successfully to {new_repo.html_url}")
|
225 |
+
except Exception as e:
|
226 |
+
st.error(f"An error occurred: {str(e)}")
|
227 |
+
finally:
|
228 |
+
if os.path.exists(local_path):
|
229 |
+
shutil.rmtree(local_path)
|
230 |
+
else:
|
231 |
+
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided.")
|
232 |
+
|
233 |
+
# Cosmos DB Operations
|
234 |
+
st.subheader("βοΈ Cosmos DB Operations")
|
235 |
+
|
236 |
+
# Archive all data
|
237 |
+
if st.button("π¦ Archive All Cosmos DB Data"):
|
238 |
+
download_link = archive_all_data(client)
|
239 |
+
st.markdown(download_link, unsafe_allow_html=True)
|
240 |
+
|
241 |
+
# Fetch and display all records
|
242 |
+
st.subheader("π All Records")
|
243 |
+
df = fetch_all_records()
|
244 |
+
|
245 |
+
if df.empty:
|
246 |
+
st.write("No records found in the database.")
|
247 |
+
else:
|
248 |
+
st.write("Records:")
|
249 |
+
for index, row in df.iterrows():
|
250 |
+
col1, col2, col3 = st.columns([5, 1, 1])
|
251 |
+
|
252 |
+
with col1:
|
253 |
+
st.write(f"ID: {row['id']}, Name: {row['name']}, Document: {row['document']}, "
|
254 |
+
f"Evaluation Text: {row['evaluationText']}, Evaluation Score: {row['evaluationScore']}")
|
255 |
+
|
256 |
+
with col2:
|
257 |
+
key = f"select_{row['id']}"
|
258 |
+
if st.button(f"π Select", key=key):
|
259 |
+
st.session_state.selected_record = row.to_dict()
|
260 |
+
|
261 |
+
with col3:
|
262 |
+
if st.button(f"ποΈ Delete", key=f"delete_{row['id']}"):
|
263 |
+
success, message = delete_record(row['name'], row['id'])
|
264 |
+
if success:
|
265 |
+
st.success(message)
|
266 |
+
st.rerun()
|
267 |
+
else:
|
268 |
+
st.error(message)
|
269 |
+
|
270 |
+
# Display selected record for editing
|
271 |
+
if 'selected_record' in st.session_state and st.session_state.selected_record:
|
272 |
+
selected_record = st.session_state.selected_record
|
273 |
+
|
274 |
+
st.subheader(f"Editing Record - ID: {selected_record['id']}")
|
275 |
+
|
276 |
+
updated_name = st.text_input("Name", value=selected_record['name'])
|
277 |
+
updated_document = st.text_area("Document", value=selected_record['document'])
|
278 |
+
updated_evaluation_text = st.text_area("Evaluation Text", value=selected_record['evaluationText'])
|
279 |
+
updated_evaluation_score = st.text_input("Evaluation Score", value=str(selected_record['evaluationScore']))
|
280 |
+
|
281 |
+
if st.button("πΎ Save Changes"):
|
282 |
+
updated_record = {
|
283 |
+
"id": selected_record['id'],
|
284 |
+
"name": updated_name,
|
285 |
+
"document": updated_document,
|
286 |
+
"evaluationText": updated_evaluation_text,
|
287 |
+
"evaluationScore": updated_evaluation_score
|
288 |
+
}
|
289 |
+
|
290 |
+
success, message = update_record(updated_record)
|
291 |
+
if success:
|
292 |
+
st.success(message)
|
293 |
+
st.session_state.selected_record = updated_record
|
294 |
+
else:
|
295 |
+
st.error(message)
|
296 |
+
|
297 |
+
# Input fields for new record
|
298 |
+
st.subheader("π Enter New Record Details")
|
299 |
+
new_id = st.text_input("ID")
|
300 |
+
new_name = st.text_input("Name")
|
301 |
+
new_document = st.text_area("Document")
|
302 |
+
new_evaluation_text = st.text_area("Evaluation Text")
|
303 |
+
new_evaluation_score = st.text_input("Evaluation Score")
|
304 |
+
|
305 |
+
col1, col2 = st.columns(2)
|
306 |
+
|
307 |
+
with col1:
|
308 |
+
if st.button("πΎ Insert Record"):
|
309 |
+
record = {
|
310 |
+
"id": new_id,
|
311 |
+
"name": new_name,
|
312 |
+
"document": new_document,
|
313 |
+
"evaluationText": new_evaluation_text,
|
314 |
+
"evaluationScore": new_evaluation_score
|
315 |
+
}
|
316 |
+
|
317 |
+
success, response = insert_record(record)
|
318 |
+
if success:
|
319 |
+
st.success("β
Record inserted successfully!")
|
320 |
+
st.json(response)
|
321 |
+
else:
|
322 |
+
st.error(f"β Failed to insert record: {response}")
|
323 |
+
st.rerun()
|
324 |
+
|
325 |
+
with col2:
|
326 |
+
if st.button("π§ Call Procedure"):
|
327 |
+
record = {
|
328 |
+
"id": new_id,
|
329 |
+
"name": new_name,
|
330 |
+
"document": new_document,
|
331 |
+
"evaluationText": new_evaluation_text,
|
332 |
+
"evaluationScore": new_evaluation_score
|
333 |
+
}
|
334 |
+
|
335 |
+
success, response = call_stored_procedure(record)
|
336 |
+
if success:
|
337 |
+
st.success("β
Stored procedure executed successfully!")
|
338 |
+
st.json(response)
|
339 |
+
else:
|
340 |
+
st.error(f"β Failed to execute stored procedure: {response}")
|
341 |
+
|
342 |
+
# Logout button
|
343 |
+
if st.button("πͺ Logout"):
|
344 |
+
st.session_state.logged_in = False
|
345 |
+
st.session_state.selected_records.clear()
|
346 |
+
st.session_state.selected_record = None
|
347 |
+
st.rerun()
|
348 |
+
|
349 |
+
# Display connection info
|
350 |
+
st.sidebar.subheader("π Connection Information")
|
351 |
+
st.sidebar.text(f"Endpoint: {ENDPOINT}")
|
352 |
+
st.sidebar.text(f"Subscription ID: {SUBSCRIPTION_ID}")
|
353 |
+
st.sidebar.text(f"Database: {DATABASE_NAME}")
|
354 |
+
st.sidebar.text(f"Container: {CONTAINER_NAME}")
|
355 |
+
|
356 |
+
#if __name__ == "__main__":
|
357 |
+
# st.write("Application is running")
|