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MIT License | ||
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Copyright (c) 2024 ManniX-ITA | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. | ||
MIT License | ||
Copyright (c) 2024, ManniX | ||
Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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<div align="center"> | ||
ollamarsync | ||
<br /> | ||
<br /> | ||
<a href="https://github.com/mann1x/ollamarsync/issues/new?assignees=&labels=bug&template=01_BUG_REPORT.md&title=bug%3A+">Report a Bug</a> | ||
· | ||
<a href="https://github.com/mann1x/ollamarsync/issues/new?assignees=&labels=enhancement&template=02_FEATURE_REQUEST.md&title=feat%3A+">Request a Feature</a> | ||
. | ||
<a href="https://github.com/mann1x/ollamarsync/issues/new?assignees=&labels=question&template=04_SUPPORT_QUESTION.md&title=support%3A+">Ask a Question</a> | ||
</div> | ||
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<div align="center"> | ||
<br /> | ||
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[](LICENSE) | ||
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[](https://github.com/mann1x/ollamarsync/issues?q=is%3Aissue+is%3Aopen+label%3A%22help+wanted%22) | ||
[](https://github.com/mann1x) | ||
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</div> | ||
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--- | ||
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## About | ||
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> **[Copy a local ollama model to a remote server]** | ||
> Skips already transferred images | ||
> Uploads at high speed with a progress bar | ||
> No more multiple downloads of the same model on different ollama hosts | ||
> Ideal for servers isolated from internet | ||
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### Built With | ||
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> **[Python]** | ||
## Getting Started | ||
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### Prerequisites | ||
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> **[Requests and tqdm modules]** | ||
> Python 3.10+ | ||
### Installation | ||
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> **[Clone the repo]** | ||
> execute `pip install -r requirements.txt` for the dependencis | ||
## Usage | ||
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> Simple: `python ollamarsync.py modelname http://192.168.100.100:11434` | ||
> `-h` for help | ||
## Roadmap | ||
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See the [open issues](https://github.com/mann1x/ollamarsync/issues) for a list of proposed features (and known issues). | ||
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- [Top Feature Requests](https://github.com/mann1x/ollamarsync/issues?q=label%3Aenhancement+is%3Aopen+sort%3Areactions-%2B1-desc) (Add your votes using the 👍 reaction) | ||
- [Top Bugs](https://github.com/mann1x/ollamarsync/issues?q=is%3Aissue+is%3Aopen+label%3Abug+sort%3Areactions-%2B1-desc) (Add your votes using the 👍 reaction) | ||
- [Newest Bugs](https://github.com/mann1x/ollamarsync/issues?q=is%3Aopen+is%3Aissue+label%3Abug) | ||
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## Support | ||
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- [GitHub issues](https://github.com/mann1x/ollamarsync/issues/new?assignees=&labels=question&template=04_SUPPORT_QUESTION.md&title=support%3A+) | ||
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## License | ||
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This project is licensed under the **MIT license**. | ||
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See [LICENSE](LICENSE) for more information. |
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# Contributing | ||
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When contributing to this repository, please first discuss the change you wish to make via issue, email, or any other method with the owners of this repository before making a change. | ||
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## Development environment setup | ||
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> **[?]** | ||
> Proceed to describe how to setup local development environment. | ||
> e.g: | ||
To set up a development environment, please follow these steps: | ||
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1. Clone the repo | ||
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```sh | ||
git clone https://github.com/mann1x/ollamarsync | ||
``` | ||
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2. TODO | ||
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## Issues and feature requests | ||
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You've found a bug in the source code, a mistake in the documentation or maybe you'd like a new feature? You can help us by [submitting an issue on GitHub](https://github.com/mann1x/ollamarsync/issues). Before you create an issue, make sure to search the issue archive -- your issue may have already been addressed! | ||
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Please try to create bug reports that are: | ||
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- _Reproducible._ Include steps to reproduce the problem. | ||
- _Specific._ Include as much detail as possible: which version, what environment, etc. | ||
- _Unique._ Do not duplicate existing opened issues. | ||
- _Scoped to a Single Bug._ One bug per report. | ||
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**Even better: Submit a pull request with a fix or new feature!** | ||
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### How to submit a Pull Request | ||
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1. Search our repository for open or closed | ||
[Pull Requests](https://github.com/mann1x/ollamarsync/pulls) | ||
that relate to your submission. You don't want to duplicate effort. | ||
2. Fork the project | ||
3. Create your feature branch (`git checkout -b feat/amazing_feature`) | ||
4. Commit your changes (`git commit -m 'feat: add amazing_feature'`) | ||
5. Push to the branch (`git push origin feat/amazing_feature`) | ||
6. [Open a Pull Request](https://github.com/mann1x/ollamarsync/compare?expand=1) |
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import json | ||
from json import JSONEncoder | ||
import os | ||
import argparse | ||
import platform | ||
from pathlib import Path | ||
from contextlib import contextmanager | ||
import sys | ||
from urllib.parse import urlparse | ||
import requests | ||
import subprocess | ||
import signal | ||
from tqdm import tqdm | ||
from tqdm.utils import CallbackIOWrapper | ||
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@contextmanager | ||
def optional_dependencies(error: str = "ignore"): | ||
assert error in {"raise", "warn", "ignore"} | ||
try: | ||
yield None | ||
except ImportError as e: | ||
if error == "raise": | ||
msg = f'Missing required dependency "{e.name}". Use pip or conda to install.' | ||
print(f'Error: {msg}') | ||
raise e | ||
if error == "warn": | ||
msg = f'Missing optional dependency "{e.name}". Use pip or conda to install.' | ||
print(f'Warning: {msg}') | ||
if error == "ignore": | ||
pass | ||
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parser = argparse.ArgumentParser(prog='ollamarsync', description="Copy local Ollama models to a remote instance", epilog='Text at the bottom of help') | ||
parser.add_argument('local_model', type=str, | ||
help='Source local model to copy eg. ') | ||
parser.add_argument('remote_server', type=str, | ||
help='Remote ollama server eg. http://192.168.0.100:11434') | ||
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args = parser.parse_args() | ||
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thisos = platform.system() | ||
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def get_env_var(var_name, default_value): | ||
return os.environ.get(var_name, default_value) | ||
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def get_platform_path(input_path): | ||
if input_path != "*": | ||
return input_path | ||
else: | ||
if thisos == "Windows": | ||
return f'{os.environ["USERPROFILE"]}{separator}.ollama{separator}models' | ||
elif thisos == "Darwin": | ||
return "~/.ollama/models" | ||
else: | ||
return "/usr/share/ollama/.ollama/models" | ||
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def get_platform_separator(): | ||
if thisos == "Windows": | ||
return "\\" | ||
return "/" | ||
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def get_digest_separator(): | ||
if thisos == "Windows": | ||
return "-" | ||
return ":" | ||
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def model_base(model_name): | ||
parts = model_name.split('/', 1) | ||
if "/" in model_name: | ||
print(f"part0 {parts[0]}") | ||
return parts[0] | ||
else: | ||
return "" | ||
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def validate_url(url): | ||
try: | ||
result = urlparse(url) | ||
return all([result.scheme in ['http', 'https'], result.port, not result.query, not result.path, not result.path.endswith('/')]) | ||
except ValueError: | ||
return False | ||
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def parse_modelfile(multiline_input): | ||
lines = multiline_input.split('\n') | ||
filtered_lines = [line for line in lines if not line.startswith('#') and not line.startswith('FROM ') and not line.startswith('failed to get console mode')] | ||
parsed_output = '\n'.join(filtered_lines) | ||
return parsed_output | ||
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def pretty(d, indent=0): | ||
for key, value in d.items(): | ||
print('\t' * indent + str(key)) | ||
if isinstance(value, dict): | ||
pretty(value, indent+1) | ||
else: | ||
print('\t' * (indent+1) + str(value) if not isinstance(value, dict) else 'Invalid value') | ||
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def print_status(json_objects): | ||
lines = json_objects.split('\n') | ||
for line in lines: | ||
try: | ||
data = json.loads(line) | ||
print(data["status"]) | ||
except json.JSONDecodeError: | ||
continue | ||
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def interrupt_handler(signum, frame): | ||
print(f"\n\nModel upload aborted, exiting") | ||
sys.exit(0) | ||
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signal.signal(signal.SIGINT, interrupt_handler) | ||
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separator = get_platform_separator() | ||
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ollama_models = get_env_var("OLLAMA_MODELS", "*") | ||
base_dir = Path(get_platform_path(ollama_models)) | ||
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if not base_dir.is_dir(): | ||
print(f"Error: ollama models directory ({base_dir}) does not exist.") | ||
sys.exit(1) | ||
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if not validate_url(args.remote_server): | ||
print(f"Error: remote server URL is not valid: {args.remote_server}") | ||
sys.exit(1) | ||
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blob_dir = Path(f'{base_dir}{separator}blobs') | ||
model_dir = Path(f'{base_dir}{separator}manifests{separator}{args.local_model}') | ||
manifest_file = args.local_model.replace(':', f"{separator}") | ||
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if model_base(args.local_model) == "hub": | ||
model_dir = Path(f'{base_dir}{separator}manifests{separator}{manifest_file}') | ||
elif model_base(args.local_model) == "": | ||
model_dir = Path(f'{base_dir}{separator}manifests{separator}registry.ollama.ai{separator}library{separator}{manifest_file}') | ||
else: | ||
model_dir = Path(f'{base_dir}{separator}manifests{separator}registry.ollama.ai{separator}{manifest_file}') | ||
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if not model_dir.is_file(): | ||
print(f"Error: model not found in {model_dir}.") | ||
sys.exit(1) | ||
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with open(model_dir, 'r') as mfile: | ||
data = json.load(mfile) | ||
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print(f"Copying model {args.local_model} to {args.remote_server}...") | ||
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model_from = '' | ||
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for layer in data.get('layers', []): | ||
if layer.get('mediaType').startswith('application/vnd.ollama.image.model') or layer.get('mediaType').startswith('application/vnd.ollama.image.projector') or layer.get('mediaType').startswith('application/vnd.ollama.image.adapter'): | ||
digest = layer.get('digest') | ||
hash = digest[7:] | ||
try: | ||
r = requests.head( | ||
f"{args.remote_server}/api/blobs/sha256:{hash}", | ||
) | ||
except requests.exceptions.RequestException as e: | ||
print(f"Error: {e}") | ||
sys.exit(1) | ||
remote_path="@" | ||
if r.ok: | ||
print(f"skipping upload for already created layer sha256:{hash}") | ||
else: | ||
print(f"uploading layer sha256:{hash}") | ||
blob_file = f"{blob_dir}{separator}sha256{get_digest_separator()}{hash}" | ||
with open(blob_file, "r+b") as f: | ||
total_size = int(os.fstat(f.fileno()).st_size) | ||
block_size = 1024 | ||
with tqdm(desc="uploading", total=total_size, unit="B", unit_scale=True, unit_divisor=block_size) as progress_bar: | ||
wrapped_file = CallbackIOWrapper(progress_bar.update, f, "read") | ||
try: | ||
r = requests.post(f"{args.remote_server}/api/blobs/sha256:{hash}", data=wrapped_file) | ||
except requests.exceptions.RequestException as e: | ||
print(f"Error: {e}") | ||
sys.exit(1) | ||
if r.status_code == 201: | ||
print("success uploading layer.") | ||
elif r.status_code == 400: | ||
print("Error: invalid digest, check both ollama are running the same version.") | ||
sys.exit(1) | ||
else: | ||
print(f"Error: upload failed: {r.reason}") | ||
sys.exit(1) | ||
model_from += f'FROM {remote_path}sha256:{hash}\n' | ||
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try: | ||
result = subprocess.run(["ollama", "show", f"{args.local_model}", "--modelfile"], stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, encoding='UTF-8', shell=False, check=True) | ||
if result.stdout.startswith("Error:"): | ||
print(f"Error: could not get ollama Modelfile") | ||
modelfile = parse_modelfile(result.stdout) | ||
modelfile = model_from + modelfile | ||
except Exception as e: | ||
print(f"Error: could not run ollama to export Modelfile") | ||
sys.exit(1) | ||
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try: | ||
headers = { | ||
'Content-Type': 'application/x-www-form-urlencoded', | ||
} | ||
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model_create = { | ||
"name": args.local_model, | ||
"modelfile": modelfile | ||
} | ||
data = json.dumps(model_create) | ||
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try: | ||
r = requests.post(f"{args.remote_server}/api/create", headers=headers, data=data) | ||
except requests.exceptions.RequestException as e: | ||
print(f"Error: {e}") | ||
sys.exit(1) | ||
if r.status_code == 200: | ||
print_status(r.text) | ||
sys.exit(0) | ||
else: | ||
print(f"Error: could not create {args.local_model} on the remote server ({r.status_code}): {r.reason}") | ||
sys.exit(1) | ||
except Exception as e: | ||
print(f"Exception: could not create {args.local_model} on the remote server: {e}") | ||
sys.exit(1) |
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Requests==2.32.3 | ||
tqdm==4.66.4 |