Support image upload.
Browse files
app.py
CHANGED
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@@ -52,10 +52,55 @@ def download_file(url, file_path, folder, api_key=None):
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except Exception as e:
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raise gr.Error(f"Error downloading file: {str(e)}")
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def get_files_by_username(username, api_key=None, nsfw=None, hidden=None):
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url = f"https://civitai.com/api/v1/models?username={username}&limit=100"
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output = {}
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headers = {}
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if nsfw is not None:
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url = url + f"&nsfw={BOOLPARM[nsfw]}"
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@@ -70,20 +115,13 @@ def get_files_by_username(username, api_key=None, nsfw=None, hidden=None):
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data = response.json()
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# Add current page items to the list
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for model in data['items']:
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-
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'downloadUrl': file['downloadUrl'],
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'modelId': model['name'] + ' - ' + version['name'],
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'modelUrl': f"https://civitai.com/models/{model['id']}?modelVersionId={version['id']}",
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'author': model['creator']['username'],
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'authorUrl': f"https://civitai.com/user/{model['creator']['username']}",
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'mirrorUrl': f"https://civitaiarchive.com/models/{model['id']}?modelVersionId={version['id']}",
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}
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metadata = data.get('metadata', {})
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url = metadata.get('nextPage', None)
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return output
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def get_files_by_model_id(model_id, api_key=None):
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api_url = f"https://civitai.com/api/v1/models/{model_id}"
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@@ -97,41 +135,36 @@ def get_files_by_model_id(model_id, api_key=None):
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model = response.json()
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output = {}
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'modelUrl': f"https://civitai.com/models/{model['id']}?modelVersionId={version['id']}",
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'author': model['creator']['username'],
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'authorUrl': f"https://civitai.com/user/{model['creator']['username']}",
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'mirrorUrl': f"https://civitaiarchive.com/models/{model['id']}?modelVersionId={version['id']}",
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}
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return output
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except requests.exceptions.RequestException as e:
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raise gr.Error("Something went wrong in fetching CivitAI API")
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def process_url(url, profile, user_repo_id, oauth_token, folder, api_key=None, nsfw=None, hidden=None):
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if url.startswith("https://civitai.com/models/"):
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model_id = url.split('/')[4]
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files = get_files_by_model_id(model_id, api_key)
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elif url.startswith("https://civitai.com/user/"):
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username = url.split('/')[4]
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files = get_files_by_username(username, api_key, nsfw, hidden)
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else:
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raise gr.Error("Unknown CivitAI URL format, please provide model URL or user profile URL")
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gr.Info(f"Found {
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downloaded_files = {}
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total_files = len(files)
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current_file = 1
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for dl_path, data in files.items():
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try:
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download_url = data['downloadUrl']
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filename =
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if file_exists(
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repo_id = user_repo_id,
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filename = dl_path,
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@@ -169,8 +202,50 @@ Mirror: [{data['mirrorUrl']}]({data['mirrorUrl']})
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finally:
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current_file += 1
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def add_mirror(repo_id):
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@@ -190,7 +265,7 @@ def add_mirror(repo_id):
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def upload_civit_to_hf(profile: Optional[gr.OAuthProfile], oauth_token: gr.OAuthToken, url, destination_repo, civitai_api_key=None, nsfw=None, hidden=None):
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if not profile.name:
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raise gr.Error("Are you sure you are logged in?")
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@@ -220,11 +295,13 @@ def upload_civit_to_hf(profile: Optional[gr.OAuthProfile], oauth_token: gr.OAuth
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gr.Info(f"Repository {user_repo_id} already exists, will update it")
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update_repo_visibility(repo_id=user_repo_id, private=False, token=oauth_token.token)
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files = process_url(url, profile, user_repo_id, oauth_token.token, folder, civitai_api_key, nsfw, hidden)
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if not files or len(files.keys()) == 0:
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raise gr.Error("No files were copied. Something went wrong.")
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gr.Info(f"Copied {len(files)} files")
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results = []
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@@ -299,6 +376,11 @@ Once uploaded, it will add this repository to CivitaiArchive.com as a mirror.
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label="Hidden models",
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info="Optional: Include, exclude or do not specify inclusion of hidden models.",
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)
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instructions = gr.HTML("")
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submit_button_civit = gr.Button("Upload to Hugging Face", interactive=True)
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except Exception as e:
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raise gr.Error(f"Error downloading file: {str(e)}")
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def get_model_meta(model):
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"""Read model metadata from json (api/models format).
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Includes all versions, files and images therein.
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"""
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dfiles = dict()
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dimages = dict()
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for version in model['modelVersions']:
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mainfile = ""
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for file in version['files']:
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if mainfile == "":
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mainfile = os.path.splitext(file['name'])[0]
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dfiles[str(model['id']) + '/' + str(version['id']) + '/' + file['name']] = {
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'rawModelId': model['id'],
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'rawVersionId': version['id'],
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'rawFilename': file['name'],
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'downloadUrl': file['downloadUrl'],
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'modelId': model['name'] + ' - ' + version['name'], # Not used?
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'modelUrl': f"https://civitai.com/models/{model['id']}?modelVersionId={version['id']}",
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'author': model['creator']['username'],
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'authorUrl': f"https://civitai.com/user/{model['creator']['username']}",
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'mirrorUrl': f"https://civitaiarchive.com/models/{model['id']}?modelVersionId={version['id']}",
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}
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for image in version['images']:
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# Image ids can be used for direct access,
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# but we also need to rename them to the model file to give an indication of attachment.
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vext = os.path.splitext(image['url'])[-1]
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imagename = mainfile + '-ID' + str(image['id']) + '.preview' + vext
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dimages[str(model['id']) + '/' + str(version['id']) + '/' + imagename] = {
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'rawModelId': model['id'],
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'rawVersionId': version['id'],
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'rawFilename': imagename,
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'downloadUrl': image['url'],
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'modelId': model['name'] + ' - ' + version['name'], # Not used?
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'modelUrl': f"https://civitai.com/models/{model['id']}?modelVersionId={version['id']}",
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'author': model['creator']['username'],
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'authorUrl': f"https://civitai.com/user/{model['creator']['username']}",
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'mirrorUrl': f"https://civitaiarchive.com/models/{model['id']}?modelVersionId={version['id']}",
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# Tags which might be used for filtering in future.
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'nsfwLevel': image['nsfwLevel'], # 1 is sfw, 4 is suggestive, 8+ is explicit.
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'poi': image['poi'], # Real person. Content was purged.
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'type': image['type'], # image or video. We already have the extension.
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}
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return (dfiles, dimages)
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def get_files_by_username(username, api_key=None, nsfw=None, hidden=None):
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url = f"https://civitai.com/api/v1/models?username={username}&limit=100"
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output = {}
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images = {}
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headers = {}
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if nsfw is not None:
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url = url + f"&nsfw={BOOLPARM[nsfw]}"
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data = response.json()
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# Add current page items to the list
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for model in data['items']:
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(dfiles, dimages) = get_model_meta(model)
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output.update(dfiles)
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images.update(dimages)
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metadata = data.get('metadata', {})
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url = metadata.get('nextPage', None)
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return (output, images)
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def get_files_by_model_id(model_id, api_key=None):
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api_url = f"https://civitai.com/api/v1/models/{model_id}"
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model = response.json()
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output = {}
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images = {}
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(dfiles, dimages) = get_model_meta(model)
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output.update(dfiles)
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images.update(dimages)
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return (output, images)
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except requests.exceptions.RequestException as e:
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raise gr.Error("Something went wrong in fetching CivitAI API")
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def process_url(url, profile, user_repo_id, oauth_token, folder, api_key=None, nsfw=None, hidden=None, indimages = False):
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if url.startswith("https://civitai.com/models/"):
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model_id = url.split('/')[4]
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(files, images) = get_files_by_model_id(model_id, api_key)
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elif url.startswith("https://civitai.com/user/"):
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username = url.split('/')[4]
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(files, images) = get_files_by_username(username, api_key, nsfw, hidden)
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else:
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raise gr.Error("Unknown CivitAI URL format, please provide model URL or user profile URL")
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total_files = len(files)
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total_images = len(images)
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gr.Info(f"Found {total_files} files to download, {total_images} images")
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downloaded_files = {}
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current_file = 1
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for dl_path, data in files.items():
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try:
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download_url = data['downloadUrl']
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filename = data["rawFilename"]
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if file_exists(
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repo_id = user_repo_id,
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filename = dl_path,
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finally:
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current_file += 1
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# Download images if the model has been downloaded.
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downloaded_images = {}
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current_image = 1
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if not indimages:
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gr.Info(f"Skipping all images.")
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else:
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for dl_path, data in images.items():
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try:
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download_url = data['downloadUrl']
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filename = data["rawFilename"]
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if not file_exists(
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repo_id = user_repo_id,
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filename = os.path.split(dl_path)[:-1],
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token = oauth_token
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):
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gr.Info(f"Skipping {filename}, model was not created {dl_path}")
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continue
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if file_exists(
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repo_id = user_repo_id,
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filename = dl_path,
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token = oauth_token
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):
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gr.Info(f"Skipping {filename}, folder exists {dl_path}")
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continue
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# Image download should be no different.
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gr.Info(f"Downloading {filename} ({current_image}/{total_images})")
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download_file(download_url, dl_path, folder, api_key)
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# Upload the image only.
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gr.Info(f"Uploading {filename} ({current_image}/{total_images})")
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base_folder = os.path.join(folder, os.path.dirname(dl_path))
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upload_folder(
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folder_path=base_folder,
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repo_id=user_repo_id,
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repo_type="model",
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path_in_repo=os.path.dirname(dl_path),
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token=oauth_token
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)
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downloaded_images[dl_path] = download_url
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except Exception as e:
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gr.Warning(f"Failed to download {dl_path}: {str(e)}")
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finally:
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current_image += 1
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return (files, images)
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def add_mirror(repo_id):
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def upload_civit_to_hf(profile: Optional[gr.OAuthProfile], oauth_token: gr.OAuthToken, url, destination_repo, civitai_api_key=None, nsfw=None, hidden=None, indimages=False):
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if not profile.name:
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raise gr.Error("Are you sure you are logged in?")
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gr.Info(f"Repository {user_repo_id} already exists, will update it")
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update_repo_visibility(repo_id=user_repo_id, private=False, token=oauth_token.token)
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(files, images) = process_url(url, profile, user_repo_id, oauth_token.token, folder, civitai_api_key, nsfw, hidden, indimages)
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if not files or len(files.keys()) == 0:
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raise gr.Error("No files were copied. Something went wrong.")
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gr.Info(f"Copied {len(files)} files")
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if indimages:
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gr.Info(f"Copied {len(images)} images")
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results = []
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label="Hidden models",
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info="Optional: Include, exclude or do not specify inclusion of hidden models.",
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)
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upload_images = gr.Checkbox(
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value=True,
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label="Upload images",
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info="Optional: Upload images alongside the models for future access. Beware content restrictions."
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)
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instructions = gr.HTML("")
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submit_button_civit = gr.Button("Upload to Hugging Face", interactive=True)
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