Spaces:
Running
on
Zero
Running
on
Zero
Clean duplicates in user history
Browse files- user_history.py +78 -112
user_history.py
CHANGED
@@ -15,6 +15,7 @@ Useful links:
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- Source file: https://huggingface.co/spaces/Wauplin/gradio-user-history/blob/main/user_history.py
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- Discussions: https://huggingface.co/spaces/Wauplin/gradio-user-history/discussions
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"""
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import json
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import os
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import shutil
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@@ -37,8 +38,8 @@ def setup(folder_path: str | Path | None = None) -> None:
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user_history.folder_path = _resolve_folder_path(folder_path)
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user_history.initialized = True
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-
#
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-
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def render() -> None:
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@@ -46,9 +47,7 @@ def render() -> None:
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# initialize with default config
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if not user_history.initialized:
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print(
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"Initializing user history with default config. Use `user_history.setup(...)` to customize folder_path."
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)
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setup()
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# Render user history tab
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@@ -83,18 +82,11 @@ def render() -> None:
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# "Export zip" row (hidden by default)
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with gr.Row():
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export_file = gr.File(
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file_count="single",
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file_types=[".zip"],
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label="Exported history",
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visible=False,
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)
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# "Config deletion" row (hidden by default)
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with gr.Row():
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confirm_button = gr.Button(
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"Confirm delete all history", variant="stop", visible=False
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)
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cancel_button = gr.Button("Cancel", visible=False)
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# Gallery
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@@ -117,12 +109,8 @@ def render() -> None:
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gallery.attach_load_event(_fetch_user_history, every=None)
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# Interactions
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refresh_button.click(
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-
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)
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export_button.click(
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fn=_export_user_history, inputs=[], outputs=[export_file], queue=False
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)
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# Taken from https://github.com/gradio-app/gradio/issues/3324#issuecomment-1446382045
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delete_button.click(
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@@ -203,9 +191,7 @@ class _UserHistory(object):
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def _user_lock(self, username: str) -> FileLock:
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"""Ensure history is not corrupted if concurrent calls."""
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return FileLock(
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self.folder_path / f"{username}.lock"
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) # lock outside of folder => better when exporting ZIP
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def _user_jsonl_path(self, username: str) -> Path:
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return self._user_path(username) / "history.jsonl"
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@@ -225,9 +211,7 @@ def _fetch_user_history(profile: gr.OAuthProfile | None) -> List[Tuple[str, str]
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn(
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"User history is not set in Gradio demo. You must use `user_history.render(...)` first."
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)
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return []
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with user_history._user_lock(username):
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@@ -253,17 +237,13 @@ def _export_user_history(profile: gr.OAuthProfile | None) -> Dict | None:
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn(
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"User history is not set in Gradio demo. You must use `user_history.render(...)` first."
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)
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return None
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# Zip history
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with user_history._user_lock(username):
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path = shutil.make_archive(
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str(_archives_path() / f"history_{username}"),
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"zip",
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user_history._user_path(username),
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)
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return gr.update(visible=True, value=path)
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@@ -278,9 +258,7 @@ def _delete_user_history(profile: gr.OAuthProfile | None) -> None:
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn(
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"User history is not set in Gradio demo. You must use `user_history.render(...)` first."
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)
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return
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with user_history._user_lock(username):
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@@ -317,9 +295,7 @@ def _resolve_folder_path(folder_path: str | Path | None) -> Path:
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if folder_path is not None:
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return Path(folder_path).expanduser().resolve()
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if os.getenv("SYSTEM") == "spaces" and os.path.exists(
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"/data"
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): # Persistent storage is enabled!
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return Path("/data") / "_user_history"
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# Not in a Space or Persistent storage not enabled => local folder
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@@ -380,10 +356,8 @@ def _get_nb_users() -> int:
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user_history = _UserHistory()
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if not user_history.initialized:
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return 0
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if user_history.folder_path is not None:
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return len(
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[path for path in user_history.folder_path.iterdir() if path.is_dir()]
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)
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return 0
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@@ -391,7 +365,7 @@ def _get_nb_images() -> int:
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user_history = _UserHistory()
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if not user_history.initialized:
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return 0
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if user_history.folder_path is not None:
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return len([path for path in user_history.folder_path.glob("*/images/*")])
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return 0
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@@ -425,14 +399,10 @@ def _disk_space_warning_message() -> str:
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def _get_disk_usage(path: Path) -> Tuple[int, int, int]:
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for path in [path] + list(
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path.parents
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): # first check target_dir, then each parents one by one
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try:
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return shutil.disk_usage(path)
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except
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OSError
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): # if doesn't exist or can't read => fail silently and try parent one
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pass
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return 0, 0, 0
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@@ -451,74 +421,70 @@ def _fetch_admins() -> List[str]:
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# Running in Space => try to fetch organization members
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# Otherwise, it's not an organization => namespace is the user
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namespace = space_id.split("/")[0]
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response = requests.get(
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f"https://huggingface.co/api/organizations/{namespace}/members"
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)
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if response.status_code == 200:
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return sorted(
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(member["user"] for member in response.json()), key=lambda x: x.lower()
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)
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return [namespace]
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-
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-
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################################################################
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# TODO: remove this section once all Spaces have migrated
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-
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def _migrate_history():
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"""Script to migrate user history from v0 to v1."""
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legacy_history_path = _legacy_get_history_folder_path()
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if not legacy_history_path.exists():
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return
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error_count = 0
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for json_path in legacy_history_path.glob("*.json"):
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username = json_path.stem
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print(f"Migrating history for user {username}...")
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error_count += _legacy_move_user_history(username)
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print("Done.")
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print(f"Migration complete. {error_count} error(s) happened.")
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if error_count == 0:
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shutil.rmtree(legacy_history_path, ignore_errors=True)
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-
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def _legacy_move_user_history(username: str) -> int:
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history = _legacy_read_user_history(username)
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error_count = 0
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for image, prompt in reversed(history):
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try:
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save_image(
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label=prompt, image=image, profile={"preferred_username": username}
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)
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except Exception as e:
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print("Issue while migrating image:", e)
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error_count += 1
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return error_count
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def
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if
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def _legacy_read_user_history(username: str) -> List[Tuple[str, str]]:
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"""Return saved history for that user."""
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with _legacy_user_lock(username):
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path = _legacy_user_history_path(username)
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if path.exists():
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return json.loads(path.read_text())
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return [] # No history yet
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-
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-
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def _legacy_user_history_path(username: str) -> Path:
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return _legacy_get_history_folder_path() / f"{username}.json"
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""
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-
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- Source file: https://huggingface.co/spaces/Wauplin/gradio-user-history/blob/main/user_history.py
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- Discussions: https://huggingface.co/spaces/Wauplin/gradio-user-history/discussions
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"""
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+
import hashlib
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import json
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import os
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import shutil
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user_history.folder_path = _resolve_folder_path(folder_path)
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user_history.initialized = True
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+
# Clean duplicates
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_clean_duplicates()
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def render() -> None:
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# initialize with default config
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if not user_history.initialized:
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print("Initializing user history with default config. Use `user_history.setup(...)` to customize folder_path.")
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setup()
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# Render user history tab
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# "Export zip" row (hidden by default)
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with gr.Row():
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export_file = gr.File(file_count="single", file_types=[".zip"], label="Exported history", visible=False)
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# "Config deletion" row (hidden by default)
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with gr.Row():
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confirm_button = gr.Button("Confirm delete all history", variant="stop", visible=False)
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cancel_button = gr.Button("Cancel", visible=False)
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# Gallery
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gallery.attach_load_event(_fetch_user_history, every=None)
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# Interactions
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refresh_button.click(fn=_fetch_user_history, inputs=[], outputs=[gallery], queue=False)
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export_button.click(fn=_export_user_history, inputs=[], outputs=[export_file], queue=False)
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# Taken from https://github.com/gradio-app/gradio/issues/3324#issuecomment-1446382045
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delete_button.click(
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def _user_lock(self, username: str) -> FileLock:
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"""Ensure history is not corrupted if concurrent calls."""
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return FileLock(self.folder_path / f"{username}.lock") # lock outside of folder => better when exporting ZIP
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def _user_jsonl_path(self, username: str) -> Path:
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return self._user_path(username) / "history.jsonl"
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn("User history is not set in Gradio demo. You must use `user_history.render(...)` first.")
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return []
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with user_history._user_lock(username):
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn("User history is not set in Gradio demo. You must use `user_history.render(...)` first.")
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return None
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# Zip history
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with user_history._user_lock(username):
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path = shutil.make_archive(
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str(_archives_path() / f"history_{username}"), "zip", user_history._user_path(username)
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)
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return gr.update(visible=True, value=path)
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user_history = _UserHistory()
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if not user_history.initialized:
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warnings.warn("User history is not set in Gradio demo. You must use `user_history.render(...)` first.")
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return
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with user_history._user_lock(username):
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if folder_path is not None:
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return Path(folder_path).expanduser().resolve()
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if os.getenv("SYSTEM") == "spaces" and os.path.exists("/data"): # Persistent storage is enabled!
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return Path("/data") / "_user_history"
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# Not in a Space or Persistent storage not enabled => local folder
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user_history = _UserHistory()
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if not user_history.initialized:
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return 0
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if user_history.folder_path is not None and user_history.folder_path.exists():
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return len([path for path in user_history.folder_path.iterdir() if path.is_dir()])
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return 0
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user_history = _UserHistory()
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if not user_history.initialized:
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return 0
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if user_history.folder_path is not None and user_history.folder_path.exists():
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return len([path for path in user_history.folder_path.glob("*/images/*")])
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return 0
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def _get_disk_usage(path: Path) -> Tuple[int, int, int]:
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for path in [path] + list(path.parents): # first check target_dir, then each parents one by one
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try:
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return shutil.disk_usage(path)
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except OSError: # if doesn't exist or can't read => fail silently and try parent one
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pass
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return 0, 0, 0
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# Running in Space => try to fetch organization members
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# Otherwise, it's not an organization => namespace is the user
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namespace = space_id.split("/")[0]
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response = requests.get(f"https://huggingface.co/api/organizations/{namespace}/members")
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if response.status_code == 200:
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return sorted((member["user"] for member in response.json()), key=lambda x: x.lower())
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return [namespace]
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#######
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#######
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# TODO: remove this once from IllusionDiffusion once cleaned
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def _clean_duplicates() -> None:
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user_history = _UserHistory()
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if not (user_history.initialized and user_history.folder_path.exists()):
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# Must be initialized correctly
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return
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_lock = user_history.folder_path / "_clean_duplicates.lock"
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_is_done_file = user_history.folder_path / "_clean_duplicates_is_done" # Only 1 replica will do it, once for all
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with FileLock(_lock):
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if _is_done_file.exists(): # if True, another replica already did it
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return
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for subpath in user_history.folder_path.iterdir():
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if subpath.is_file():
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continue
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history_file = subpath / "history.jsonl"
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if not history_file.exists():
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continue
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# Read history
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images = [json.loads(line) for line in history_file.read_text().splitlines()]
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+
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460 |
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# Select unique images
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+
curated_images = []
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seen_hashes = set()
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seen_paths = set()
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464 |
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for image in images:
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image_hash = _file_hash(Path(image["path"]))
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if image_hash is None:
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continue
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if image_hash in seen_hashes:
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continue
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470 |
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seen_hashes.add(image_hash)
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seen_paths.add(Path(image["path"]))
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curated_images.append(image)
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# Remove duplicates + save history
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for path in subpath.glob("images/*"):
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476 |
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if path not in seen_paths:
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477 |
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try:
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path.unlink()
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479 |
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except OSError:
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480 |
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pass
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history_file.write_text("\n".join(json.dumps(image) for image in curated_images))
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_is_done_file.touch()
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def _file_hash(path: Path) -> str | None:
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487 |
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"""Return the hash of a file. No need to read by chunks."""
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488 |
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if path.is_file():
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489 |
+
return hashlib.md5(path.read_bytes()).hexdigest()
|
490 |
+
return None
|