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Add huggingface integration test with bert #298

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Add huggingface integration test with bert #298

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36c77aa
Add huggingface integration test with bert
misohu Jan 29, 2025
44c275f
Add huggingface integration test with bert
misohu Jan 29, 2025
7817845
Add huggingface integration test with bert
misohu Jan 29, 2025
a42b586
Double wait time for inference service
misohu Jan 29, 2025
4f4976c
Update test_charm.py
misohu Jan 29, 2025
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19 changes: 19 additions & 0 deletions charms/kserve-controller/tests/integration/hugginface-bert.yaml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,19 @@
apiVersion: serving.kserve.io/v1beta1
kind: InferenceService
metadata:
name: huggingface-bert
spec:
predictor:
model:
modelFormat:
name: huggingface
args:
- --model_name=bert
- --model_id=google-bert/bert-base-uncased
resources:
limits:
cpu: 1
memory: 500Mi
requests:
cpu: 100m
memory: 250Mi
5 changes: 3 additions & 2 deletions charms/kserve-controller/tests/integration/test_charm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -271,6 +271,7 @@ def create_namespace():
@pytest.mark.parametrize(
"inference_file",
[
"./tests/integration/hugginface-bert.yaml",
"./tests/integration/sklearn-iris.yaml",
"./tests/integration/lgbserver.yaml",
"./tests/integration/pmml-server.yaml",
Expand Down Expand Up @@ -300,8 +301,8 @@ def create_inf_svc():

# Assert InferenceService state is Available
@tenacity.retry(
wait=tenacity.wait_exponential(multiplier=1, min=1, max=15),
stop=tenacity.stop_after_attempt(30),
wait=tenacity.wait_exponential(multiplier=1, min=1, max=30),
stop=tenacity.stop_after_attempt(60),
reraise=True,
)
def assert_inf_svc_state():
Expand Down
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