Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from huggingface_hub import HfApi
|
| 3 |
+
from huggingface_hub.utils import HfHubHTTPError, RepositoryNotFoundError
|
| 4 |
+
|
| 5 |
+
# Initialize the Hugging Face Hub API client
|
| 6 |
+
api = HfApi()
|
| 7 |
+
|
| 8 |
+
def check_model_access(model_id: str, oauth_token: gr.OAuthToken | None):
|
| 9 |
+
"""
|
| 10 |
+
Checks if the logged-in user has access to a given model on the Hub.
|
| 11 |
+
|
| 12 |
+
Args:
|
| 13 |
+
model_id: The ID of the model to check (e.g., "meta-llama/Llama-2-7b-chat-hf").
|
| 14 |
+
oauth_token: The user's OAuth token, automatically injected by Gradio.
|
| 15 |
+
|
| 16 |
+
Returns:
|
| 17 |
+
A string with the result of the access check, formatted for Markdown.
|
| 18 |
+
"""
|
| 19 |
+
# 1. Check if the user is logged in
|
| 20 |
+
if oauth_token is None:
|
| 21 |
+
return "### <span style='color: red;'>Authentication Error π΄</span>\nPlease log in using the button above to check model access."
|
| 22 |
+
|
| 23 |
+
# 2. Check if a model ID was provided
|
| 24 |
+
if not model_id:
|
| 25 |
+
return "### <span style='color: orange;'>Input Missing π‘</span>\nPlease enter a model ID to check."
|
| 26 |
+
|
| 27 |
+
try:
|
| 28 |
+
# 3. The core of the test: try to get model info using the user's token
|
| 29 |
+
# This single API call is enough to verify read access.
|
| 30 |
+
model_info = api.model_info(repo_id=model_id, token=oauth_token.token)
|
| 31 |
+
|
| 32 |
+
# 4. If the call succeeds, format a success message
|
| 33 |
+
return f"""
|
| 34 |
+
### <span style='color: green;'>Access Granted β
</span>
|
| 35 |
+
You have access to **{model_id}**.
|
| 36 |
+
|
| 37 |
+
- **Author:** {model_info.author}
|
| 38 |
+
- **Last Modified:** {model_info.last_modified}
|
| 39 |
+
- **Gated:** {'Yes' if model_info.gated else 'No'}
|
| 40 |
+
"""
|
| 41 |
+
|
| 42 |
+
except RepositoryNotFoundError:
|
| 43 |
+
# 5. Handle the case where the repository does not exist
|
| 44 |
+
return f"### <span style='color: red;'>Not Found π΄</span>\nThe repository **{model_id}** does not exist."
|
| 45 |
+
|
| 46 |
+
except HfHubHTTPError as e:
|
| 47 |
+
# 6. Handle HTTP errors, which typically indicate permission issues for gated models
|
| 48 |
+
if e.response.status_code == 401 or e.response.status_code == 403:
|
| 49 |
+
return f"""
|
| 50 |
+
### <span style='color: red;'>Access Denied π΄</span>
|
| 51 |
+
You do not have access to **{model_id}**.
|
| 52 |
+
|
| 53 |
+
- Please ensure you have accepted the terms and conditions on the model's page.
|
| 54 |
+
- This might be a private model you don't have permission for.
|
| 55 |
+
- **Status Code:** {e.response.status_code}
|
| 56 |
+
"""
|
| 57 |
+
else:
|
| 58 |
+
return f"### <span style='color: red;'>An Error Occurred π΄</span>\n**Details:** {str(e)}"
|
| 59 |
+
|
| 60 |
+
# --- Gradio Interface ---
|
| 61 |
+
with gr.Blocks(css="h1 { text-align: center; }") as demo:
|
| 62 |
+
gr.Markdown("# Gated Model Access Tester")
|
| 63 |
+
gr.Markdown("Log in with your Hugging Face account and enter a model ID to see if you have access.")
|
| 64 |
+
|
| 65 |
+
# The LoginButton is the key to enabling OAuth
|
| 66 |
+
gr.LoginButton()
|
| 67 |
+
|
| 68 |
+
with gr.Row():
|
| 69 |
+
model_id_input = gr.Textbox(
|
| 70 |
+
label="Model ID",
|
| 71 |
+
placeholder="e.g., meta-llama/Llama-2-7b-chat-hf",
|
| 72 |
+
scale=3,
|
| 73 |
+
)
|
| 74 |
+
check_button = gr.Button("Check Access", variant="primary", scale=1)
|
| 75 |
+
|
| 76 |
+
result_display = gr.Markdown("### Result will be displayed here.")
|
| 77 |
+
|
| 78 |
+
# When the button is clicked, call the check_model_access function.
|
| 79 |
+
# Gradio automatically finds the oauth_token from the session and passes it.
|
| 80 |
+
check_button.click(
|
| 81 |
+
fn=check_model_access,
|
| 82 |
+
inputs=[model_id_input],
|
| 83 |
+
outputs=[result_display]
|
| 84 |
+
)
|
| 85 |
+
|
| 86 |
+
demo.launch()
|