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ppai/image-classification: add exponential retries to download file #6668

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Merged
gcf-merge-on-green merged 4 commits into from
Sep 8, 2021
Merged

ppai/image-classification: add exponential retries to download file #6668

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9d44f9b
ppai/image-classification: add exponential retries to download file
Sep 7, 2021
826b6b5
Merge branch 'master' into ppai-image-classification
Sep 8, 2021
7c590a6
Merge branch 'master' into ppai-image-classification
Sep 8, 2021
da4f7b2
Merge branch 'master' into ppai-image-classification
gcf-merge-on-green[bot] Sep 8, 2021
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4 changes: 3 additions & 1 deletion people-and-planet-ai/image-classification/predict.py
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Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,8 @@
from google.cloud.aiplatform.gapic.schema import predict
import requests

from train_model import with_retries


def run(
project: str, region: str, model_endpoint_id: str, image_file: str
Expand All @@ -43,7 +45,7 @@ def run(
)

base_url = "https://lilablobssc.blob.core.windows.net/wcs-unzipped"
image_bytes = requests.get(f"{base_url}/{image_file}").content
image_bytes = with_retries(lambda: requests.get(f"{base_url}/{image_file}").content)

response = client.predict(
endpoint=client.endpoint_path(
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