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"""Contains commands to interact with repositories on the Hugging Face Hub. |
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Usage: |
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# create a new dataset repo on the Hub |
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hf repo create my-cool-dataset --repo-type=dataset |
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# create a private model repo on the Hub |
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hf repo create my-cool-model --private |
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""" |
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import argparse |
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from argparse import _SubParsersAction |
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from typing import Optional |
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from requests.exceptions import HTTPError |
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from huggingface_hub.commands import BaseHuggingfaceCLICommand |
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from huggingface_hub.commands._cli_utils import ANSI |
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from huggingface_hub.constants import REPO_TYPES, SPACES_SDK_TYPES |
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from huggingface_hub.errors import HfHubHTTPError, RepositoryNotFoundError, RevisionNotFoundError |
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from huggingface_hub.hf_api import HfApi |
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from huggingface_hub.utils import logging |
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logger = logging.get_logger(__name__) |
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class RepoCommands(BaseHuggingfaceCLICommand): |
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@staticmethod |
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def register_subcommand(parser: _SubParsersAction): |
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repo_parser = parser.add_parser("repo", help="Manage repos on the Hub.") |
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repo_subparsers = repo_parser.add_subparsers(help="huggingface.co repos related commands") |
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repo_parser.set_defaults(func=lambda args: repo_parser.print_help()) |
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repo_create_parser = repo_subparsers.add_parser("create", help="Create a new repo on huggingface.co") |
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repo_create_parser.add_argument( |
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"repo_id", |
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type=str, |
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help="The ID of the repo to create to (e.g. `username/repo-name`). The username is optional and will be set to your username if not provided.", |
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) |
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repo_create_parser.add_argument( |
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"--repo-type", |
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type=str, |
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help='Optional: set to "dataset" or "space" if creating a dataset or space, default is model.', |
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) |
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repo_create_parser.add_argument( |
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"--space_sdk", |
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type=str, |
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help='Optional: Hugging Face Spaces SDK type. Required when --type is set to "space".', |
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choices=SPACES_SDK_TYPES, |
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) |
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repo_create_parser.add_argument( |
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"--private", |
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action="store_true", |
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help="Whether to create a private repository. Defaults to public unless the organization's default is private.", |
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) |
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repo_create_parser.add_argument( |
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"--token", |
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type=str, |
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help="Hugging Face token. Will default to the locally saved token if not provided.", |
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) |
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repo_create_parser.add_argument( |
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"--exist-ok", |
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action="store_true", |
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help="Do not raise an error if repo already exists.", |
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) |
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repo_create_parser.add_argument( |
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"--resource-group-id", |
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type=str, |
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help="Resource group in which to create the repo. Resource groups is only available for Enterprise Hub organizations.", |
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) |
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repo_create_parser.set_defaults(func=lambda args: RepoCreateCommand(args)) |
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repo_tag_parser = repo_subparsers.add_parser("tag", help="Manage tags for a repo on the Hub.") |
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tag_subparsers = repo_tag_parser.add_subparsers(help="Tag actions", dest="tag_action", required=True) |
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tag_create_parser = tag_subparsers.add_parser("create", help="Create a tag for a repo.") |
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tag_create_parser.add_argument( |
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"repo_id", type=str, help="The ID of the repo to tag (e.g. `username/repo-name`)." |
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) |
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tag_create_parser.add_argument("tag", type=str, help="The name of the tag to create.") |
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tag_create_parser.add_argument("-m", "--message", type=str, help="The description of the tag to create.") |
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tag_create_parser.add_argument("--revision", type=str, help="The git revision to tag.") |
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tag_create_parser.add_argument( |
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"--token", type=str, help="A User Access Token generated from https://huggingface.co/settings/tokens." |
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) |
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tag_create_parser.add_argument( |
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"--repo-type", |
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choices=["model", "dataset", "space"], |
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default="model", |
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help="Set the type of repository (model, dataset, or space).", |
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) |
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tag_create_parser.set_defaults(func=lambda args: RepoTagCreateCommand(args)) |
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tag_list_parser = tag_subparsers.add_parser("list", help="List tags for a repo.") |
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tag_list_parser.add_argument( |
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"repo_id", type=str, help="The ID of the repo to list tags for (e.g. `username/repo-name`)." |
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) |
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tag_list_parser.add_argument( |
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"--token", type=str, help="A User Access Token generated from https://huggingface.co/settings/tokens." |
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) |
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tag_list_parser.add_argument( |
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"--repo-type", |
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choices=["model", "dataset", "space"], |
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default="model", |
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help="Set the type of repository (model, dataset, or space).", |
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) |
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tag_list_parser.set_defaults(func=lambda args: RepoTagListCommand(args)) |
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tag_delete_parser = tag_subparsers.add_parser("delete", help="Delete a tag from a repo.") |
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tag_delete_parser.add_argument( |
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"repo_id", type=str, help="The ID of the repo to delete the tag from (e.g. `username/repo-name`)." |
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) |
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tag_delete_parser.add_argument("tag", type=str, help="The name of the tag to delete.") |
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tag_delete_parser.add_argument("-y", "--yes", action="store_true", help="Answer Yes to prompts automatically.") |
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tag_delete_parser.add_argument( |
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"--token", type=str, help="A User Access Token generated from https://huggingface.co/settings/tokens." |
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) |
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tag_delete_parser.add_argument( |
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"--repo-type", |
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choices=["model", "dataset", "space"], |
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default="model", |
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help="Set the type of repository (model, dataset, or space).", |
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) |
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tag_delete_parser.set_defaults(func=lambda args: RepoTagDeleteCommand(args)) |
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class RepoCreateCommand: |
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def __init__(self, args: argparse.Namespace): |
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self.repo_id: str = args.repo_id |
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self.repo_type: Optional[str] = args.repo_type |
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self.space_sdk: Optional[str] = args.space_sdk |
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self.private: bool = args.private |
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self.token: Optional[str] = args.token |
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self.exist_ok: bool = args.exist_ok |
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self.resource_group_id: Optional[str] = args.resource_group_id |
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self._api = HfApi() |
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def run(self): |
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repo_url = self._api.create_repo( |
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repo_id=self.repo_id, |
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repo_type=self.repo_type, |
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private=self.private, |
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token=self.token, |
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exist_ok=self.exist_ok, |
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resource_group_id=self.resource_group_id, |
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space_sdk=self.space_sdk, |
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) |
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print(f"Successfully created {ANSI.bold(repo_url.repo_id)} on the Hub.") |
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print(f"Your repo is now available at {ANSI.bold(repo_url)}") |
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class RepoTagCommand: |
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def __init__(self, args): |
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self.args = args |
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self.api = HfApi(token=getattr(args, "token", None)) |
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self.repo_id = args.repo_id |
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self.repo_type = getattr(args, "repo_type", "model") |
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if self.repo_type not in REPO_TYPES: |
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print("Invalid repo --repo-type") |
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exit(1) |
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class RepoTagCreateCommand(RepoTagCommand): |
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def run(self): |
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print(f"You are about to create tag {ANSI.bold(self.args.tag)} on {self.repo_type} {ANSI.bold(self.repo_id)}") |
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try: |
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self.api.create_tag( |
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repo_id=self.repo_id, |
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tag=self.args.tag, |
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tag_message=getattr(self.args, "message", None), |
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revision=getattr(self.args, "revision", None), |
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repo_type=self.repo_type, |
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) |
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except RepositoryNotFoundError: |
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print(f"{self.repo_type.capitalize()} {ANSI.bold(self.repo_id)} not found.") |
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exit(1) |
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except RevisionNotFoundError: |
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print(f"Revision {ANSI.bold(getattr(self.args, 'revision', None))} not found.") |
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exit(1) |
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except HfHubHTTPError as e: |
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if e.response.status_code == 409: |
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print(f"Tag {ANSI.bold(self.args.tag)} already exists on {ANSI.bold(self.repo_id)}") |
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exit(1) |
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raise e |
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print(f"Tag {ANSI.bold(self.args.tag)} created on {ANSI.bold(self.repo_id)}") |
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class RepoTagListCommand(RepoTagCommand): |
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def run(self): |
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try: |
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refs = self.api.list_repo_refs( |
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repo_id=self.repo_id, |
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repo_type=self.repo_type, |
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) |
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except RepositoryNotFoundError: |
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print(f"{self.repo_type.capitalize()} {ANSI.bold(self.repo_id)} not found.") |
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exit(1) |
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except HTTPError as e: |
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print(e) |
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print(ANSI.red(e.response.text)) |
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exit(1) |
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if len(refs.tags) == 0: |
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print("No tags found") |
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exit(0) |
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print(f"Tags for {self.repo_type} {ANSI.bold(self.repo_id)}:") |
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for tag in refs.tags: |
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print(tag.name) |
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class RepoTagDeleteCommand(RepoTagCommand): |
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def run(self): |
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print(f"You are about to delete tag {ANSI.bold(self.args.tag)} on {self.repo_type} {ANSI.bold(self.repo_id)}") |
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if not getattr(self.args, "yes", False): |
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choice = input("Proceed? [Y/n] ").lower() |
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if choice not in ("", "y", "yes"): |
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print("Abort") |
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exit() |
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try: |
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self.api.delete_tag(repo_id=self.repo_id, tag=self.args.tag, repo_type=self.repo_type) |
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except RepositoryNotFoundError: |
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print(f"{self.repo_type.capitalize()} {ANSI.bold(self.repo_id)} not found.") |
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exit(1) |
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except RevisionNotFoundError: |
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print(f"Tag {ANSI.bold(self.args.tag)} not found on {ANSI.bold(self.repo_id)}") |
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exit(1) |
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print(f"Tag {ANSI.bold(self.args.tag)} deleted on {ANSI.bold(self.repo_id)}") |
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