Add demo entrypoint

pyproject.toml

@@ -19,14 +19,18 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
 ]
-requires-python = ">=3.8"
+requires-python = ">=3.8,<3.12"
 dependencies = [
     "anywidget>=0.2.3",
     "cev-metrics>=0.1.2",
     "ipywidgets>=8.0.0",
     "jinja2>=3.0.0",
     "jupyter-scatter>=0.14.0",
-    "pandas>=1.0",
+    "pandas>=1.0,<2.0",
+    "numpy>=1.0,<2.0",
+    "pyarrow",
+    "pooch>=1.3.0",
+    "rich>=13.0.0",
 ]
 dynamic = ["version"]
 
@@ -45,6 +49,9 @@ notebooks = [
     "matplotlib",
 ]
 
+[project.scripts]
+cev = "cev._cli:main"
+
 [project.urls]
 homepage = "https://github.com/OzetteTech/comparative-embedding-visualization"
 

src/cev/_cli.py

@@ -0,0 +1,118 @@
+import argparse
+import json
+import os
+import sys
+import textwrap
+import zipfile
+from pathlib import Path
+
+import pooch
+
+from . import __version__
+
+
+def download_data() -> tuple[Path, Path]:
+    archive = pooch.retrieve(
+        url="https://figshare.com/ndownloader/articles/23063615/versions/1",
+        path=pooch.os_cache("cev"),
+        fname="data.zip",
+        known_hash=None,
+    )
+    archive = Path(archive)
+    files = [
+        "mair-2022-tissue-138-umap.pq",
+        "mair-2022-tissue-138-ozette.pq",
+    ]
+    with zipfile.ZipFile(archive, "r") as zip_ref:
+        for file in files:
+            zip_ref.extract(file, path=archive.parent)
+    return (
+        archive.parent / "mair-2022-tissue-138-umap.pq",
+        archive.parent / "mair-2022-tissue-138-ozette.pq",
+    )
+
+
+def write_notebook(output: Path):
+    umap_path, ozette_path = download_data()
+    source = textwrap.dedent(f"""
+        import pandas as pd
+        from cev.widgets import Embedding, EmbeddingComparisonWidget
+
+        umap_embedding = pd.read_parquet("{umap_path}").pipe(Embedding.from_ozette)
+        ozette_embedding = pd.read_parquet("{ozette_path}").pipe(Embedding.from_ozette)
+
+        EmbeddingComparisonWidget(
+            umap_embedding,
+            ozette_embedding,
+            titles=("Standard UMAP", "Annotation-Transformed UMAP"),
+            metric="confusion",
+            selection="synced",
+            auto_zoom=True,
+            row_height=320,
+        )
+    """).strip()
+
+    nb = {
+        "cells": [
+            {
+                "cell_type": "code",
+                "execution_count": None,
+                "metadata": {},
+                "outputs": [],
+                "source": source,
+            }
+        ],
+        "metadata": {
+            "kernelspec": {
+                "display_name": "Python 3",
+                "language": "python",
+                "name": "python3",
+            }
+        },
+        "nbformat": 4,
+        "nbformat_minor": 5,
+    }
+    with output.open("w") as f:
+        json.dump(nb, f, indent=2)
+
+
+def run_notebook(notebook_path: Path):
+    DEV = True
+    command = [
+        "uvx",
+        "--python",
+        "3.11",
+        "--with",
+        "." if DEV else f"cev=={__version__}",
+        "--with",
+        "jupyterlab",
+        "jupyter",
+        "lab",
+        str(notebook_path),
+    ]
+    try:
+        os.execvp(command[0], command)
+    except OSError as e:
+        print(f"Error executing {command[0]}: {e}", file=sys.stderr)
+        sys.exit(1)
+
+
+def main():
+    parser = argparse.ArgumentParser(prog="cev")
+    subparsers = parser.add_subparsers(dest="command", help="Available commands")
+    subparsers.add_parser("download", help="Download the demo notebook (and data)")
+    subparsers.add_parser("demo", help="Run the demo notebook in JupyterLab")
+    args = parser.parse_args()
+
+    notebook_path = Path("cev-demo.ipynb")
+    if args.command == "download":
+        write_notebook(notebook_path)
+    elif args.command == "demo":
+        write_notebook(notebook_path)
+        run_notebook(notebook_path)
+    else:
+        parser.print_help()
+
+
+if __name__ == "__main__":
+    main()