# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved # # Licensed 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. """ Creator package contains some simple reader creator, which could be used in user program. """ __all__ = ['np_array', 'text_file', 'recordio'] def np_array(x): """ Creates a reader that yields elements of x, if it is a numpy vector. Or rows of x, if it is a numpy matrix. Or any sub-hyperplane indexed by the highest dimension. :param x: the numpy array to create reader from. :returns: data reader created from x. """ def reader(): if x.ndim < 1: yield x for e in x: yield e return reader def text_file(path): """ Creates a data reader that outputs text line by line from given text file. Trailing new line ('\\\\n') of each line will be removed. :path: path of the text file. :returns: data reader of text file """ def reader(): f = open(path, "r") for l in f: yield l.rstrip('\n') f.close() return reader def recordio(paths, buf_size=100): """ Creates a data reader from given RecordIO file paths separated by ",", glob pattern is supported. :path: path of recordio files, can be a string or a string list. :returns: data reader of recordio files. """ import recordio as rec import paddle.reader.decorator as dec import cPickle as pickle def reader(): if isinstance(paths, basestring): path = paths else: path = ",".join(paths) f = rec.reader(path) while True: r = f.read() if r is None: break yield pickle.loads(r) f.close() return dec.buffered(reader, buf_size)