rct-modelpool
Installation
You can git install rctmodelpool via pip:
pip install git+https://github.com/rct-ai/rct-modelpool
or
pip install rctmodelpool
Usage
You can import the rctmodelpool.modelpool from the package like so:
sync_model
from rctmodelpool import modelpool
path = modelpool.sync_model("rcthub://CPM.csv")
print(path)
sync tgz
import os
import tarfile
from rctmodelpool import modelpool
from pathlib import Path
local_path = modelpool.sync_model("rcthub://"+config.bert_model_path)
parent_path = Path(local_path).parent
print("rcthub sync:",local_path)
modeltar = tarfile.open(local_path)
inside_folder = os.path.commonprefix(modeltar.getnames())
real_model_path = os.path.join(parent_path, inside_folder)
print('model folder:', real_model_path)
if not os.path.exists(real_model_path):
modeltar.extractall(parent_path)
print('tar extraction:', parent_path, local_path)
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