fix: minor jumpstart dev ex improvements #4279

evakravi · 2023-11-29T19:29:04Z

Issue #, if available:

Description of changes:

add sagemaker.model.Model.create() support for accept_eula argument
Remove "Your model is not compiled" warning for JumpStart models that use neuron instances
Ensure logging wildcard warning happens a single time for gated models
improve error message for vulnerable/deprecated models to suggest SDK upgrade
removing all code associated generated_text_response_key, since it is not being used in favor of another metadata field
Remove excessive logging for notebook_utils (and ability to disable all JS logging)
add support for model-specific info logging message

Testing done:
Unit tests added and passing

Merge Checklist

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General

I have read the CONTRIBUTING doc
I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
I used the commit message format described in CONTRIBUTING
I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

I have added tests that prove my fix is effective or that my feature works (if appropriate)
I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
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By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

mufaddal-rohawala · 2023-11-29T19:53:52Z

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…rializablePayload

mufaddal-rohawala · 2023-11-29T20:16:31Z

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chrstfu

Nice PR!

A quick question, I may have gotten confused by the wording of Ensure logging wildcard warning happens a single time for gated models. IIUC this means we want to log only once? If that's the case, could you point me to the change that enables a single log? Thanks!

chrstfu · 2023-11-29T19:43:48Z

src/sagemaker/model.py

+        if (
+            getattr(self, "model_id", None) in {"", None}
+            and instance_type
+            and instance_type.startswith("ml.inf")


nit: Consider a const

can you create a separate utility for this + unit test it please?

chrstfu · 2023-11-29T20:03:57Z

src/sagemaker/model.py

@@ -635,7 +648,7 @@ def prepare_container_def(
            self.repacked_model_data or self.model_data,
            deploy_env,
            image_config=self.image_config,
-            accept_eula=getattr(self, "accept_eula", None),
+            accept_eula=accept_eula or getattr(self, "accept_eula", None),


question: Why not adhere the changes to create() to the current pattern outlined in deploy()? I'd recommend we stick to either passing in the value or through using getattr, but not both. wdyt?

imo we should pass it in and modify deploy() to match but would definitely want to have the group weigh in on this

It is possible to call prepare_container_def outside of deploy(), so we need to add this support.

question: what happens if accept_eula is False ? Does it use the attribute?

Could you add a unit test for this case please?

Yeah, totally agree @evakravi. Doesn't have to be this PR but can we put a backlog item to refactor deploy() to match and remove getattr & self.accept_eula?

chrstfu · 2023-11-29T20:05:37Z

src/sagemaker/multidatamodel.py

+        instance_type=None,
+        accelerator_type=None,
+        serverless_inference_config=None,
+        accept_eula=None,


Another plus to adhering to getattr is now you won't need to make every modification here

chrstfu · 2023-11-29T20:12:08Z

src/sagemaker/jumpstart/payload_utils.py

@@ -115,80 +115,6 @@ def _construct_payload(
    return payload_to_use


-def _extract_generated_text_from_response(


nit: Could you specify why you are removing this in the PR description?

sorry, will do

chrstfu · 2023-11-29T20:13:03Z

src/sagemaker/jumpstart/types.py

@@ -371,7 +370,6 @@ def from_json(self, json_obj: Optional[Dict[str, Any]]) -> None:
        self.content_type = json_obj["content_type"]
        self.body = json_obj["body"]
        accept = json_obj.get("accept")
-        self.generated_text_response_key = json_obj.get("generated_text_response_key")


nit: same as above

chrstfu · 2023-11-29T20:28:12Z

src/sagemaker/jumpstart/utils.py

@@ -109,7 +109,8 @@ def get_jumpstart_gated_content_bucket(
    accessors.JumpStartModelsAccessor.set_jumpstart_gated_content_bucket(gated_bucket_to_return)

    if gated_bucket_to_return != old_gated_content_bucket:
-        accessors.JumpStartModelsAccessor.reset_cache()
+        if old_gated_content_bucket is not None:


nit: This seems to be copied from get_jumpstart_content_bucket(). Can we pass in these bucket names in and merge these two functions?

for now, let's keep as is. i agree, there is code duplication that should be removed.

btw, this change is for ensuring the wildcard logging happens a single time. basically, what is happening is that when a gated model is initialized, the cache got reset, causing the wildcard warning to get emitted twice.

Ah I see, that makes a lot of sense. Nice catch!

chrstfu · 2023-11-29T20:30:42Z

tests/unit/sagemaker/jumpstart/model/test_model.py

+    @mock.patch("sagemaker.model.LOGGER.warning")
+    @mock.patch("sagemaker.utils.sagemaker_timestamp")
+    @mock.patch("sagemaker.session.Session.endpoint_from_production_variants")
+    @mock.patch("sagemaker.session.Session.create_model")


nit: Can we mock these functions from the mock_session patch?

this is a different mocked session object we need to include. It's messy i know lol

mufaddal-rohawala · 2023-11-29T21:03:16Z

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mufaddal-rohawala · 2023-11-29T21:15:09Z

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mufaddal-rohawala · 2023-11-29T21:27:33Z

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mufaddal-rohawala · 2023-11-29T21:46:35Z

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JGuinegagne

Please review with tech writer and create additional utilities.

Also, you are removing an internal function, could you confirm no other team is using it?

JGuinegagne · 2023-11-29T22:04:31Z

src/sagemaker/jumpstart/exceptions.py

-                "Please try targeting a higher version of the model or using a "
-                "different model."
+                "Please try targeting a higher version of the model, upgrading "
+                "SageMaker Python SDK version or using a different model."


could you check with @judyheflin please? I think they generally don't like using Please.

Recommendation:
"Version '{version}' of JumpStart model '{model_id}' is deprecated. We recommend that you specify a more recent model version or choose a different model. To access the latest models and model versions, be sure to upgrade to the latest version of the SageMaker Python SDK."

src/sagemaker/jumpstart/types.py

JGuinegagne · 2023-11-29T22:09:23Z

src/sagemaker/model.py

@@ -635,7 +648,7 @@ def prepare_container_def(
            self.repacked_model_data or self.model_data,
            deploy_env,
            image_config=self.image_config,
-            accept_eula=getattr(self, "accept_eula", None),
+            accept_eula=accept_eula or getattr(self, "accept_eula", None),


question: what happens if accept_eula is False ? Does it use the attribute?

Could you add a unit test for this case please?

JGuinegagne · 2023-11-29T22:11:02Z

src/sagemaker/model.py

+        if (
+            getattr(self, "model_id", None) in {"", None}
+            and instance_type
+            and instance_type.startswith("ml.inf")


can you create a separate utility for this + unit test it please?

JGuinegagne · 2023-11-29T22:13:06Z

tests/unit/sagemaker/model/test_model.py

+        INSTANCE_TYPE,
+        accelerator_type=accelerator_type,
+        serverless_inference_config=None,
+        accept_eula=True,


add a unit test for False case please

question: what happens if accept_eula is False ? Does it use the attribute?-- Good catch, I will fix this and add the test

can you create a separate utility for this + unit test it please? -- separate utility for what exactly? there already is a unit test that the log does not get emitted for JS models

mufaddal-rohawala · 2023-11-29T22:43:21Z

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mufaddal-rohawala · 2023-11-29T22:56:05Z

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mufaddal-rohawala · 2023-11-29T23:08:02Z

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mufaddal-rohawala · 2023-11-29T23:25:59Z

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mufaddal-rohawala · 2023-11-29T23:48:45Z

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codecov-commenter · 2023-11-29T23:49:07Z

Codecov Report

Attention: 5 lines in your changes are missing coverage. Please review.

Comparison is base (57fd632) 86.72% compared to head (bca5955) 86.57%.

Files	Patch %	Lines
src/sagemaker/jumpstart/notebook_utils.py	93.15%	5 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #4279      +/-   ##
==========================================
- Coverage   86.72%   86.57%   -0.15%     
==========================================
  Files        1197      380     -817     
  Lines      105633    34810   -70823     
==========================================
- Hits        91609    30137   -61472     
+ Misses      14024     4673    -9351

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mufaddal-rohawala · 2023-11-30T15:20:01Z

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mufaddal-rohawala · 2023-11-30T15:32:39Z

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…ge support

mufaddal-rohawala · 2023-12-01T20:22:48Z

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src/sagemaker/jumpstart/notebook_utils.py

src/sagemaker/jumpstart/types.py

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fix: minor jumpstart dev ex improvements

2a8d685

evakravi requested a review from a team as a code owner November 29, 2023 19:29

evakravi requested review from benieric and removed request for a team November 29, 2023 19:29

chore: add unit test for Model.create() with eula

cc99a57

chore: remove deprecated generated_text_response_key from JumpStartSe…

b9a8ef1

…rializablePayload

chrstfu reviewed Nov 29, 2023

View reviewed changes

fix: remove unused import

6673e99

JGuinegagne requested changes Nov 29, 2023

View reviewed changes

fix: prepare container def accept_eula=False

86822d2

Merge branch 'master' into fix/minor-jumpstart-dev-ex-improvements

ec0c76d

knikure assigned benieric Nov 30, 2023

evakravi and others added 2 commits December 1, 2023 19:17

fix: improve notebook utils logging and add model-specific info messa…

b1789fb

…ge support

fix: improve notebook utils logging and add model-specific info messages

0bcf25e

JGuinegagne reviewed Dec 4, 2023

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src/sagemaker/jumpstart/notebook_utils.py Outdated Show resolved Hide resolved

src/sagemaker/jumpstart/types.py Outdated Show resolved Hide resolved

chore: improve docstring

20b06f2

evakravi and others added 2 commits December 4, 2023 22:06

chore: improve spec field name

15b2bd5

Merge branch 'master' into fix/minor-jumpstart-dev-ex-improvements

bca5955

JGuinegagne approved these changes Dec 5, 2023

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knikure approved these changes Dec 5, 2023

View reviewed changes

knikure merged commit a4114b4 into aws:master Dec 5, 2023

knikure pushed a commit to knikure/sagemaker-python-sdk that referenced this pull request May 8, 2024

fix: minor jumpstart dev ex improvements (aws#4279)

b688ee6

		@@ -115,80 +115,6 @@ def _construct_payload(
		return payload_to_use


		def _extract_generated_text_from_response(

fix: minor jumpstart dev ex improvements #4279

fix: minor jumpstart dev ex improvements #4279

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