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70 lines
2.8 KiB
Python
70 lines
2.8 KiB
Python
from pathlib import Path
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from wasabi import msg
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from radicli import Arg, ExistingDirPath
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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 cli, load_project_config, logger
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from .run import update_lockfile
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@cli.subcommand(
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"project",
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"pull",
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# fmt: off
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remote=Arg(help="Name or path of remote storage"),
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project_dir=Arg(help="Location of project directory. Defaults to current working directory."),
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# fmt: on
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)
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def project_pull_cli(
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remote: str = "default", project_dir: ExistingDirPath = Path.cwd()
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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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