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			65 lines
		
	
	
		
			2.8 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			65 lines
		
	
	
		
			2.8 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
from pathlib import Path
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from wasabi import msg
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from .remote_storage import RemoteStorage
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from .remote_storage import get_command_hash
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from .._util import project_cli, Arg, logger
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from .._util import load_project_config
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from .run import update_lockfile
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@project_cli.command("pull")
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def project_pull_cli(
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    # fmt: off
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    remote: str = Arg("default", help="Name or path of remote storage"),
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    project_dir: Path = Arg(Path.cwd(), help="Location of project directory. Defaults to current working directory.", exists=True, file_okay=False),
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    # fmt: on
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):
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    """Retrieve available precomputed outputs from a remote storage.
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    You can alias remotes in your project.yml by mapping them to storage paths.
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    A storage can be anything that the smart-open library can upload to, e.g.
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    AWS, Google Cloud Storage, SSH, local directories etc.
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    DOCS: https://spacy.io/api/cli#project-pull
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    """
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    for url, output_path in project_pull(project_dir, remote):
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        if url is not None:
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            msg.good(f"Pulled {output_path} from {url}")
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def project_pull(project_dir: Path, remote: str, *, verbose: bool = False):
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    # TODO: We don't have tests for this :(. It would take a bit of mockery to
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    # set up. I guess see if it breaks first?
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    config = load_project_config(project_dir)
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    if remote in config.get("remotes", {}):
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        remote = config["remotes"][remote]
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    storage = RemoteStorage(project_dir, remote)
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    commands = list(config.get("commands", []))
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    # We use a while loop here because we don't know how the commands
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    # will be ordered. A command might need dependencies from one that's later
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    # in the list.
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    while commands:
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        for i, cmd in enumerate(list(commands)):
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            logger.debug(f"CMD: {cmd['name']}.")
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            deps = [project_dir / dep for dep in cmd.get("deps", [])]
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            if all(dep.exists() for dep in deps):
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                cmd_hash = get_command_hash("", "", deps, cmd["script"])
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                for output_path in cmd.get("outputs", []):
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                    url = storage.pull(output_path, command_hash=cmd_hash)
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                    logger.debug(
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                        f"URL: {url} for {output_path} with command hash {cmd_hash}"
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                    )
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                    yield url, output_path
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                out_locs = [project_dir / out for out in cmd.get("outputs", [])]
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                if all(loc.exists() for loc in out_locs):
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                    update_lockfile(project_dir, cmd)
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                # We remove the command from the list here, and break, so that
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                # we iterate over the loop again.
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                commands.pop(i)
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                break
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            else:
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                logger.debug(f"Dependency missing. Skipping {cmd['name']} outputs.")
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        else:
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            # If we didn't break the for loop, break the while loop.
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            break
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