ERROR in getting file from Amazon S3 using python(3.8) - amazon-s3

Question

I am trying to get data from Amazon S3 and store it into a variable (file such as .pkl file).
And I am getting the following error:
ERROR:
expected str, bytes or os.PathLike object, not _io.BytesIO
CODE for S3
class S3Mgr:
def __init__(self,bucketName):
self.aws_access_key_id= CONFIG.S3[0]
self.aws_secret_access_key = CONFIG.S3[1]
self.region_name = CONFIG.S3[2]
self.bucketName = bucketName
def __connect(self):
self.s3 = boto3.client(
's3',
aws_access_key_id=self.aws_access_key_id,
aws_secret_access_key=self.aws_secret_access_key,
region_name=self.region_name
)
def retrieveModel(self,fileName):
self.__connect()
a = self.s3.download_fileobj(Bucket=self.bucketName, Key="fcm/project/"+str(fileName))
return a['Body'].read()
CODE for pickle
import pickle
from io import BytesIO
S3obj = S3mgr("mybucket")
model = S3obj.retrieveModel("model.pkl")
data = BytesIO(model)
model = pickle.load(data)
prediction = model.predict(inputArray)
Above inputArray is the array of inputs.

Answer 1

Try this, replace download_fileobj with get_object in your s3Mgr class's retrieveModel method.
Something like this:
def retrieveModel(self,fileName):
self.__connect()
a = self.s3.get_object(Bucket=self.bucketName, Key="fcm/project/"+str(fileName))
return a['Body'].read()
I Hope, it works. Ping if any progress or need any help.
Cheers 👍 !