Fix HF Jobs compatibility: handle non-interactive environments and update examples

README.md

@@ -53,7 +53,8 @@ uv run atlas-export.py \
 
 ```bash
 # Run on HF Jobs with GPU for faster embedding generation
-hf jobs run --gpu t4 \
+hf jobs run vllm/vllm-openai:latest --flavor t4-small \
+    -s HF_TOKEN=$HF_TOKEN \
     uv run https://huggingface.co/datasets/uv-scripts/build-atlas/raw/main/atlas-export.py \
     stanfordnlp/imdb \
     --space-name imdb-viz \

atlas-export.py

@@ -26,8 +26,9 @@ Example usage:
         --model openai/clip-vit-base-patch32 \
         --sample 10000
 
-    # Run on HF Jobs with GPU (if embedding generation benefits)
-    hf jobs run --gpu t4 \
+    # Run on HF Jobs with GPU (requires HF token for Space deployment)
+    hf jobs run vllm/vllm-openai:latest --flavor t4-small \
+        -s HF_TOKEN=$HF_TOKEN \
         uv run https://huggingface.co/datasets/uv-scripts/build-atlas/raw/main/atlas-export.py \
         my-dataset \
         --space-name my-atlas \
@@ -350,10 +351,19 @@ def main():
         if hf_token:
             login(token=hf_token)
         else:
-            logger.warning("No HF token provided. You may not be able to push to the Hub.")
-            response = input("Continue anyway? (y/n): ")
-            if response.lower() != 'y':
-                sys.exit(0)
+            # Check if running in non-interactive environment (HF Jobs, CI, etc.)
+            is_interactive = sys.stdin.isatty()
+            
+            if is_interactive:
+                logger.warning("No HF token provided. You may not be able to push to the Hub.")
+                response = input("Continue anyway? (y/n): ")
+                if response.lower() != 'y':
+                    sys.exit(0)
+            else:
+                # In non-interactive environments, fail immediately if no token
+                logger.error("No HF token provided. Cannot deploy to Space in non-interactive environment.")
+                logger.error("Please set HF_TOKEN environment variable or use --hf-token argument.")
+                sys.exit(1)
     
     # Set up output directory
     if args.output_dir:
@@ -424,7 +434,7 @@ if __name__ == "__main__":
         print("# With custom model and sampling:")
         print("uv run atlas-export.py my-dataset --space-name my-viz --model nomic-ai/nomic-embed-text-v1.5 --sample 10000\n")
         print("# For HF Jobs with GPU:")
-        print("hf jobs run --gpu t4 uv run https://huggingface.co/datasets/uv-scripts/build-atlas/raw/main/atlas-export.py dataset --space-name viz --model sentence-transformers/all-mpnet-base-v2\n")
+        print("hf jobs run vllm/vllm-openai:latest --flavor t4-small -s HF_TOKEN=$HF_TOKEN uv run https://huggingface.co/datasets/uv-scripts/build-atlas/raw/main/atlas-export.py dataset --space-name viz --model sentence-transformers/all-mpnet-base-v2\n")
         print("# Local generation only:")
         print("uv run atlas-export.py dataset --space-name test --local-only --output-dir ./atlas-output")
         sys.exit(0)