| # Licensed to the Apache Software Foundation (ASF) under one or more |
| # contributor license agreements. See the NOTICE file distributed with |
| # this work for additional information regarding copyright ownership. |
| # The ASF licenses this file to You under the Apache License, Version 2.0 |
| # (the "License"); you may not use this file except in compliance with |
| # the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| |
| |
| import numpy as np |
| from pyspark.sql.types import IntegerType |
| |
| from petastorm.codecs import ScalarCodec, NdarrayCodec |
| from petastorm.unischema import Unischema, UnischemaField |
| |
| MnistSchema = Unischema('MnistSchema', [ |
| UnischemaField('idx', np.int_, (), ScalarCodec(IntegerType()), False), |
| UnischemaField('digit', np.int_, (), ScalarCodec(IntegerType()), False), |
| UnischemaField('image', np.uint8, (28, 28), NdarrayCodec(), False), |
| ]) |
