first commit
Browse files- Dockerfile +17 -0
- app.py +84 -0
- eval.py +0 -0
- requirements.txt +3 -0
Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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RUN apt-get update && apt-get install -y \
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build-essential \
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cmake \
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libnetcdf-dev \
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&& rm -rf /var/lib/apt/lists/*
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COPY . .
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RUN pip install -r requirements.txt
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EXPOSE 7860
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ENV GRADIO_SERVER_NAME="0.0.0.0"
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CMD ["python", "app.py"]
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app.py
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import pathlib
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import tempfile
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from typing import BinaryIO, Literal
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import json
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from datasets import Dataset
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import gradio as gr
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from evaluation import evaluate_problem
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from datetime import datetime
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PROBLEM_TYPES = ["geometrical", "simple_to_build", "mhd_stable"]
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def evaluate_boundary(
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problem_type: Literal["geometrical", "simple_to_build", "mhd_stable"],
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boundary_file: BinaryIO,
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) -> str:
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file_path = boundary_file.name
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if not file_path:
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return "Error: Uploaded file object does not have a valid file path."
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path_obj = pathlib.Path(file_path)
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timestamp = datetime.utcnow().isoformat()
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with (
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path_obj.open("rb") as f_in,
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tempfile.NamedTemporaryFile(delete=False, suffix=".json") as tmp,
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):
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file_content = f_in.read()
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tmp.write(file_content)
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tmp_path = pathlib.Path(tmp.name)
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try:
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result = evaluate_problem(problem_type, str(tmp_path))
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output = str(result)
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except Exception as e:
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output = f"Error during evaluation:\n{e}"
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finally:
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tmp_path.unlink()
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save_to_dataset(problem_type, file_content, timestamp, output)
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return output
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def save_to_dataset(problem_type, file_content, timestamp, result):
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# Example: convert to one-row dataframe
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record = {
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"submission_time": timestamp,
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"problem_type": problem_type,
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"boundary_json": file_content.decode("utf-8"), # Or store file path or URL
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"result": result,
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}
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# If this is the first entry, create dataset
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dataset_file = "local_dataset.jsonl"
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with open(dataset_file, "a") as f:
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f.write(json.dumps(record) + "\n")
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def gradio_interface() -> gr.Blocks:
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# Plasma Boundary Evaluation App
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Upload your plasma boundary JSON and select the problem type to get your score.
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"""
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)
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with gr.Row():
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problem_type = gr.Dropdown(
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PROBLEM_TYPES, label="Problem Type", value="geometrical"
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)
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boundary_file = gr.File(label="Boundary JSON File (.json)")
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boundary_file
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output = gr.Textbox(label="Evaluation Result", lines=10)
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submit_btn = gr.Button("Evaluate")
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submit_btn.click(
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evaluate_boundary,
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inputs=[problem_type, boundary_file],
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outputs=output,
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)
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return demo
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if __name__ == "__main__":
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gradio_interface().launch()
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eval.py
ADDED
File without changes
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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constellaration==0.2.1
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gradio
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datasets
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