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Log model uuid #5149

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merged 8 commits into from Dec 13, 2021
Merged

Log model uuid #5149

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a6171b8
init
WeichenXu123 Dec 7, 2021
e8ba5e8
fix
WeichenXu123 Dec 7, 2021
5c0b03d
update
WeichenXu123 Dec 8, 2021
f4846fc
check uuid valid
WeichenXu123 Dec 9, 2021
1ea970c
update
WeichenXu123 Dec 9, 2021
76c9efb
fix tests
WeichenXu123 Dec 9, 2021
8cdf1e9
fix test
WeichenXu123 Dec 9, 2021
0241862
update test
WeichenXu123 Dec 12, 2021
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8 changes: 8 additions & 0 deletions mlflow/models/model.py
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Expand Up @@ -4,6 +4,7 @@

import yaml
import os
import uuid

from typing import Any, Dict, Optional

Expand Down Expand Up @@ -41,6 +42,7 @@ def __init__(
flavors=None,
signature=None, # ModelSignature
saved_input_example_info: Dict[str, Any] = None,
model_uuid=None,
**kwargs,
):
# store model id instead of run_id and path to avoid confusion when model gets exported
Expand All @@ -52,6 +54,10 @@ def __init__(
self.flavors = flavors if flavors is not None else {}
self.signature = signature
self.saved_input_example_info = saved_input_example_info
if model_uuid is None:
self.model_uuid = str(uuid.uuid4())
else:
self.model_uuid = model_uuid
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self.__dict__.update(kwargs)

def __eq__(self, other):
Expand Down Expand Up @@ -98,6 +104,8 @@ def to_dict(self):
res["signature"] = self.signature.to_dict()
if self.saved_input_example_info is not None:
res["saved_input_example_info"] = self.saved_input_example_info

res["model_uuid"] = self.model_uuid
return res

def to_yaml(self, stream=None):
Expand Down