Spaces:
Running
Running
acecalisto3
commited on
Commit
•
e64f720
1
Parent(s):
1e94b61
Update app.py
Browse files
app.py
CHANGED
@@ -10,6 +10,9 @@ from huggingface_hub import HfApi, create_repo
|
|
10 |
import importlib
|
11 |
import os
|
12 |
from huggingface_hub import HfApi, create_repo
|
|
|
|
|
|
|
13 |
|
14 |
hf_api = HfApi()
|
15 |
|
@@ -288,17 +291,59 @@ def run_docker_container(image_name, port):
|
|
288 |
container = client.containers.run(image_name, detach=True, ports={f'{port}/tcp': port})
|
289 |
return container
|
290 |
|
291 |
-
def
|
292 |
-
|
293 |
-
|
294 |
-
|
295 |
-
if
|
296 |
-
|
297 |
-
|
298 |
-
|
299 |
-
|
300 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
301 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
302 |
if __name__ == "__main__":
|
303 |
db.create_all() # Create the database tables if they don't exist
|
304 |
main()
|
|
|
10 |
import importlib
|
11 |
import os
|
12 |
from huggingface_hub import HfApi, create_repo
|
13 |
+
from transformers import pipeline
|
14 |
+
codex_pipeline = pipeline("code-generation", model="EleutherAI/code-davinci-002")
|
15 |
+
import huggingface_cli
|
16 |
|
17 |
hf_api = HfApi()
|
18 |
|
|
|
291 |
container = client.containers.run(image_name, detach=True, ports={f'{port}/tcp': port})
|
292 |
return container
|
293 |
|
294 |
+
def generate_app(user_idea, project_name):
|
295 |
+
# Extract key information from the user idea
|
296 |
+
summary = nlp_pipeline(user_idea, max_length=50, min_length=10)[0]["summary_text"]
|
297 |
+
|
298 |
+
# Create project directory if it doesn't exist
|
299 |
+
project_path = create_project(project_name)
|
300 |
+
|
301 |
+
# Generate code using Codex
|
302 |
+
prompt = f"Create a simple Streamlit app for the project named '{project_name}'. The app should display the following summary: '{summary}'."
|
303 |
+
generated_code = codex_pipeline(prompt)[0]['generated_text']
|
304 |
+
|
305 |
+
# Save the generated code to a file in the project directory
|
306 |
+
with open(os.path.join(project_path, "app.py"), "w") as f:
|
307 |
+
f.write(generated_code)
|
308 |
+
|
309 |
+
# Deploy the app to Hugging Face Spaces
|
310 |
+
deploy_app_to_hf_spaces(project_name, token, generated_code)
|
311 |
+
|
312 |
+
return generated_code, project_path
|
313 |
+
|
314 |
+
def deploy_app_to_hf_spaces(project_name, token, generated_code):
|
315 |
+
repo_name = f"hf-{project_name}"
|
316 |
+
repo_id = hf_api.changelog.get_repo_id(repo_name)
|
317 |
+
|
318 |
+
if not repo_id:
|
319 |
+
create_repo = huggingface_cli.create_repo(repo_name, "public", "Streamlit App", token)
|
320 |
+
repo_id = create_repo["repo_id"]
|
321 |
|
322 |
+
# Save the generated code to a temporary file
|
323 |
+
|
324 |
+
temp_file = "temp_code.py"
|
325 |
+
with open(temp_file, "w") as f:
|
326 |
+
f.write(generated_code)
|
327 |
+
|
328 |
+
# Upload the file to Hugging Face Spaces
|
329 |
+
api.upload_files(repo_id, [temp_file], token)
|
330 |
+
|
331 |
+
# Delete the temporary file
|
332 |
+
os.remove(temp_file)
|
333 |
+
|
334 |
+
def launch_chatapp(project_path):
|
335 |
+
# ... (previous code)
|
336 |
+
|
337 |
+
if st.button("Build & Deploy"):
|
338 |
+
token = st.text_input("Enter your Hugging Face token:", type="password")
|
339 |
+
generated_code, project_path = generate_app(st.session_state["user_idea"], project_name)
|
340 |
+
st.write(f"Generated code: {generated_code}")
|
341 |
+
if token:
|
342 |
+
deploy_app_to_hf_spaces(project_name, token, generated_code)
|
343 |
+
st.success("App deployed to Hugging Face Spaces!")
|
344 |
+
else:
|
345 |
+
st.error("Please enter a Hugging Face token to deploy the app.")
|
346 |
+
|
347 |
if __name__ == "__main__":
|
348 |
db.create_all() # Create the database tables if they don't exist
|
349 |
main()
|