How to use restore_object method in localstack

Best Python code snippet using localstack_python

serial.py

Source: serial.py Github

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...15 classes = {}16 @classmethod17 def loads(cls, obj):18 di = json.loads(obj)19 return cls.restore_object(di)20 @classmethod21 def dumps(cls, obj):22 di = cls.convert_object(obj)23 return json.dumps(di)24 @classmethod25 def convert_object(cls, obj):26 """27 convert all objects to dictionaries - otherwise preserve structure28 """29 if obj == None:30 return obj31 for a in cls.allowed:32 if isinstance(obj, a):33 return obj34 if isinstance(obj, list):35 return [cls.convert_object(x) for x in obj]36 if isinstance(obj, dict):37 return {x: cls.convert_object(y) for x, y in obj.items()}38 # all other objects39 return {40 "_type": obj.__class__.__name__,41 "_content": cls.convert_object(obj.__dict__),42 }43 @classmethod44 def restore_object(cls, obj):45 """46 recreate objects bases on classes currently avaliable47 """48 if obj == None:49 return obj50 for a in cls.allowed:51 if isinstance(obj, a):52 return obj53 if isinstance(obj, list):54 return [cls.restore_object(x) for x in obj]55 if isinstance(obj, dict):56 try:57 # object restoration58 t = obj["_type"]59 model = cls.classes[t]60 ins = model.__new__(model)61 ins.__dict__.update(62 {x: cls.restore_object(y) for x, y in obj["_content"].items()}63 )64 return ins65 except KeyError:66 return {x: cls.restore_object(y) for x, y in obj.items()}67class JsonBlockField(models.TextField):68 """69 store a collection of generic objects in JSON database70 """71 def from_db_value(self, value, expression, connection, context):72 if value is None:73 return []74 return BasicSerial.loads(value)75 def to_python(self, value):76 if isinstance(value, list):77 return value78 if value is None:79 return value80 return BasicSerial.loads(value)...

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restore_object.py

Source: restore_object.py Github

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...20# language governing permissions and limitations under the License.21import logging22import boto323from botocore.exceptions import ClientError24def restore_object(bucket_name, object_name, days, retrieval_type='Standard'):25 """Restore an archived S3 Glacier object in an Amazon S3 bucket26 :param bucket_name: string27 :param object_name: string28 :param days: number of days to retain restored object29 :param retrieval_type: 'Standard' | 'Expedited' | 'Bulk'30 :return: True if a request to restore archived object was submitted, otherwise31 False32 """33 # Create request to restore object34 request = {'Days': days,35 'GlacierJobParameters': {'Tier': retrieval_type}}36 # Submit the request37 s3 = boto3.client('s3')38 try:39 s3.restore_object(Bucket=bucket_name, Key=object_name, RestoreRequest=request)40 except ClientError as e:41 # NoSuchBucket, NoSuchKey, or InvalidObjectState error == the object's42 # storage class was not GLACIER43 logging.error(e)44 return False45 return True46def main():47 """Exercise restore_object()"""48 # Assign these values before running the program49 test_bucket_name = 'BUCKET_NAME'50 test_object_name = 'OBJECT_NAME'51 # Set up logging52 logging.basicConfig(level=logging.DEBUG,53 format='%(levelname)s: %(asctime)s: %(message)s')54 # Restore archived object for two days. Expedite the restoration.55 success = restore_object(test_bucket_name, test_object_name, 2, 'Expedited')56 if success:57 logging.info(f'Submitted request to restore {test_object_name} '58 f'in {test_bucket_name}')59if __name__ == '__main__':...

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permit_predictor.py

Source: permit_predictor.py Github

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...39 input('Year: '),40 input('Neighborhood: ')41 ]])42 # Restore required objects43 encoder = restore_object(ENCODER_PICKLE_FILE)44 pca = restore_object(PCA_PICKLE_FILE)45 clf = restore_object(MODEL_PICKLE_FILE)46 # Transform permit application47 permit = np.concatenate((encoder.transform(permit[:, CATEGORICAL_FEATURES]).toarray(),48 permit[:, NUMERIC_FEATURES].astype(float)), axis=1)49 permit = pca.transform(permit)50 # Predict confidence that the permit will be issued51 confidence_issued = clf.predict_proba(permit)[0][1]52 print('The permit will be issued with a confidence of: ' + str(confidence_issued))53 if input("Would you want to predict another permit? (y/​n)") == 'y':54 calc_confidence()55if __name__ == '__main__':...

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