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add more model frameworks support

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This commit is contained in:
allegroai 2022-10-08 02:10:34 +03:00
parent 1569f08d1d
commit 4d4091281a
1 changed files with 6 additions and 2 deletions
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8
clearml_serving/__main__.py
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@ -4,6 +4,8 @@ import sys
from argparse import ArgumentParser
from pathlib import Path
from clearml.model import Framework
from clearml_serving.serving.model_request_processor import ModelRequestProcessor, CanaryEP
from clearml_serving.serving.endpoints import ModelMonitoring, ModelEndpoint, EndpointMetricLogging
@ -420,7 +422,9 @@ def cli():
'--project', type=str, required=True,
help='Specifying the project for the model tp be registered in')
parser_model_upload.add_argument(
'--framework', type=str, choices=("scikit-learn", "xgboost", "lightgbm", "tensorflow", "pytorch"),
'--framework', type=str,
choices=[p for p in Framework.__dict__.keys()
if not p.startswith("_") and not callable(getattr(Framework, p))]+["custom"],
help='[Optional] Specify the model framework: "scikit-learn", "xgboost", "lightgbm", "tensorflow", "pytorch"')
parser_model_upload.add_argument(
'--publish', action='store_true',
@ -460,7 +464,7 @@ def cli():
help='Base Model endpoint (must be unique)')
parser_model_monitor.add_argument(
'--engine', type=str, required=True,
help='Model endpoint serving engine (triton, sklearn, xgboost, lightgbm)')
help='Model endpoint serving engine (triton, sklearn, xgboost, lightgbm, custom, custom_async)')
parser_model_monitor.add_argument(
'--max-versions', type=int, default=1,
help='max versions to store (and create endpoints) for the model. highest number is the latest version')