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Fix tensorflow prediction from explainer #2671

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merged 3 commits into from
Nov 20, 2020
Merged

Fix tensorflow prediction from explainer #2671

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a4422da
Fix tensorflow prediction from explainer
ukclivecox Nov 19, 2020
386dcce
comment out tracing test
ukclivecox Nov 20, 2020
a696a42
fmt
ukclivecox Nov 20, 2020
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4 changes: 2 additions & 2 deletions components/alibi-explain-server/alibiexplainer/explainer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -43,7 +43,7 @@
SELDON_LOGLEVEL = os.environ.get('SELDON_LOGLEVEL', 'INFO').upper()
logging.basicConfig(level=SELDON_LOGLEVEL)
GRPC_MAX_MSG_LEN = 1000000000
KFSERVING_PREDICTOR_URL_FORMAT = "http://{0}/v1/models/{1}:predict"
TENSORFLOW_PREDICTOR_URL_FORMAT = "http://{0}/v1/models/:predict"
SELDON_PREDICTOR_URL_FORMAT = "http://{0}/api/v0.1/predictions"

class Protocol(Enum):
Expand Down Expand Up @@ -128,7 +128,7 @@ def _predict_fn(self, arr: Union[np.ndarray, List]) -> np.ndarray:
instances.append(req_data)
request = {"instances": instances}
response = requests.post(
KFSERVING_PREDICTOR_URL_FORMAT.format(self.predictor_host, self.name),
TENSORFLOW_PREDICTOR_URL_FORMAT.format(self.predictor_host),
json.dumps(request)
)
if response.status_code != 200:
Expand Down
4 changes: 2 additions & 2 deletions components/alibi-explain-server/tests/test_anchor_tabular.py
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Expand Up @@ -25,8 +25,8 @@
import numpy as np
import json
from .utils import SKLearnServer
ADULT_EXPLAINER_URI = "gs://seldon-models/sklearn/income/alibi/0.4.0"
ADULT_MODEL_URI = "gs://seldon-models/sklearn/income/model"
ADULT_EXPLAINER_URI = "gs://seldon-models/sklearn/income/explainer-py36-0.5.2"
ADULT_MODEL_URI = "gs://seldon-models/sklearn/income/model-0.23.2"
EXPLAINER_FILENAME = "explainer.dill"


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5 changes: 3 additions & 2 deletions testing/scripts/test_notebooks.py
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Expand Up @@ -94,8 +94,9 @@ def test_keda_prom_auto_scale(self):
# Misc
#

def test_tracing(self):
create_and_run_script("../../examples/models/tracing", "tracing")
# Commenting out as seems to be flaky and blocks forever sometimes
# def test_tracing(self):
# create_and_run_script("../../examples/models/tracing", "tracing")

def test_metrics(self):
try:
Expand Down