diff --git a/src/easymode/core/distribution.py b/src/easymode/core/distribution.py index da9507c..c1d67fc 100644 --- a/src/easymode/core/distribution.py +++ b/src/easymode/core/distribution.py @@ -225,3 +225,41 @@ def list_remote_models(): except Exception as e: print(f"Error listing remote models: {e}") return [] + + +FIXED_MODEL_TITLES = {"n2n_splits", "n2n_direct", "ddw_splits", "ddw_direct", "tilt"} + + +def download_models(model_titles=None, silent=False): + """Download model weights for offline use. If model_titles is None or empty, download all; otherwise download only the listed models.""" + if not is_online(): + print("\nAn internet connection is required to download models. Aborting.\n") + return + if not model_titles: + models = list_remote_models() + if not models: + return + for d in models: + if d["has_3d"]: + get_model(d["title"], silent=silent) + if d["has_2d"]: + get_model(d["title"], _2d=True, silent=silent) + for t in FIXED_MODEL_TITLES: + get_model(t, silent=silent) + else: + models = list_remote_models() + if not models: + return + segment_by_title = {d["title"].lower(): d for d in models} + for name in model_titles: + key = name.lower() + if key in segment_by_title: + d = segment_by_title[key] + if d["has_3d"]: + get_model(d["title"], silent=silent) + if d["has_2d"]: + get_model(d["title"], _2d=True, silent=silent) + elif name in FIXED_MODEL_TITLES: + get_model(name, silent=silent) + else: + print(f"Warning: unknown model '{name}' - skipping.") diff --git a/src/easymode/main.py b/src/easymode/main.py index 1344a46..5879c17 100644 --- a/src/easymode/main.py +++ b/src/easymode/main.py @@ -28,6 +28,10 @@ def main(): subparsers.add_parser('list', help='List the features for which pretrained general segmentation networks are available.') + download = subparsers.add_parser('download', help='Download model weights for offline use. With no arguments, download all models; otherwise download only the listed models (e.g. ribosome, n2n_direct). Use "easymode list" to see segment feature names. Requires internet.') + download.add_argument('model_titles', metavar='MODEL', nargs='*', type=str, help='One or more model names to download (default: all).') + download.add_argument('--quiet', action='store_true', help='Suppress per-model download messages.') + if os.path.exists('/lmb/home/mlast/easymode_dev'): package = subparsers.add_parser('package', description='Package model and weights. Note that this is used for 3D models only; 2D models are packaged and distributed with Ais.') package.add_argument('-c', "--checkpoint_directory", type=str, required=True, help="Path to the checkpoint directory to package from.") @@ -260,6 +264,9 @@ def main(): elif args.command == 'list': from easymode.core.distribution import list_remote_models list_remote_models() + elif args.command == 'download': + from easymode.core.distribution import download_models + download_models(model_titles=args.model_titles if args.model_titles else None, silent=args.quiet) if __name__ == "__main__": main() diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..c94801c --- /dev/null +++ b/uv.lock @@ -0,0 +1,3535 @@ +version = 1 +revision = 2 +requires-python = ">=3.9" +resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and 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