python - Read npy file directly from S3 StreamingBody -
i have many .npy (numpy) , .json files saved in s3, need download , load these files.
for json files downloading files , loading dictionary using following code:
obj = s3.object(bucket, key) response = obj.get() body = response['body'].read().decode('utf-8') data = json.loads(body)
that way avoid writing .json file disk , reading it.
now want same .npy files, equivalent?
currently downloading file, saving temp file on disk , loading np.load
avoid if possible.
following https://stackoverflow.com/a/28196540/3509999:
obj = s3.object(bucket, key) io.bytesio(obj.get()["body"].read()) f: # rewind file f.seek(0) arr = np.load(f)
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