# Copyright (c) 2020 VisualDL Authors. All Rights Reserve. # # 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. # ======================================================================= import os import tempfile # Note: Some codes here refer to TensorBoardX. # A good default block size depends on the system in question. # A somewhat conservative default chosen here. _DEFAULT_BLOCK_SIZE = 16 * 1024 * 1024 class FileFactory(object): def __init__(self): self._register_factories = {} def register_filesystem(self, path, filesystem): self._register_factories.update({path: filesystem}) def get_filesystem(self, path): prefix = "" index = path.find("://") if index >= 0: prefix = path[:index] fs = self._register_factories.get(prefix, None) if fs is None: raise ValueError("No recognized filesystem for prefix %s" % prefix) return fs default_file_factory = FileFactory() class LocalFileSystem(object): def __init__(self): pass @staticmethod def exists(path): return os.path.exists(path) @staticmethod def makedirs(path): os.makedirs(path) @staticmethod def join(path, *paths): return os.path.join(path, *paths) def read(self, filename, binary_mode=False, size=None, continue_from=None): mode = "rb" if binary_mode else "r" encoding = None if binary_mode else "utf-8" offset = None if continue_from is not None: offset = continue_from.get("last_offset", None) with open(filename, mode=mode, encoding=encoding) as fp: if offset is not None: fp.seek(offset) data = fp.read(size) continue_from_token = {"last_offset": fp.tell()} return data, continue_from_token def _write(self, filename, file_content, mode): encoding = None if "b" in mode else "utf-8" with open(filename, mode, encoding=encoding) as fp: fp.write(file_content) def append(self, filename, file_content, binary_mode=False): self._write(filename, file_content, "ab" if binary_mode else "a") def write(self, filename, file_content, binary_mode=False): self._write(filename, file_content, "wb" if binary_mode else "w") def walk(self, dir): return os.walk(dir) default_file_factory.register_filesystem("", LocalFileSystem()) class BFile(object): def __init__(self, filename, mode): if mode not in ('r', 'rb', 'br', 'w', 'wb', 'bw'): raise NotImplementedError("mode {} not supported by " "BFile.".format(mode)) self._filename = filename self.fs = default_file_factory.get_filesystem(filename) self.fs_supports_append = hasattr(self.fs, 'append') self.buff = None self.buff_chunk_size = _DEFAULT_BLOCK_SIZE self.buff_offset = 0 self.continuation_token = None self.write_temp = None self.write_started = False self.binary_mode = 'b' in mode self.write_mode = 'w' in mode self.closed = False def __enter__(self): return self def __exit__(self, exc_type, exc_val, exc_tb): pass def __iter__(self): return self def _read_buffer_to_offset(self, new_buff_offset): """Read buffer from index self.buffer_offset to index new_buff_offset. self.buff_offset marks the last position of the last read, new_buff_offset indicates the last position of this read. self.buff_offset will be updated by new_buff_offset after this read. Returns: self.buff[i1: i2]: Content of self.buff. """ old_buff_offset = self.buff_offset read_size = min(len(self.buff), new_buff_offset) - old_buff_offset self.buff_offset += read_size return self.buff[old_buff_offset:old_buff_offset + read_size] def read(self, n=None): """Read `n` or all contents of self.buff or file. Returns: result: Data from self.buff or file. """ result = None # If self.buff is not none and length of self.buff more than # self.buff_offset, means there are some content in self.buff have # not been read. if self.buff and len(self.buff) > self.buff_offset: if n is not None: chunk = self._read_buffer_to_offset(self.buff_offset + n) # If length of data in self.buff is more than `n`, then read `n` # data from local buffer. if len(chunk) == n: return chunk result = chunk # The length of all data in self.buff may less than `n`, # so we should read other `n-length(self.buff)` data. n -= len(chunk) # If n is none, read all data in self.buff. else: # add all local buffer and update offsets result = self._read_buffer_to_offset(len(self.buff)) # self.buff is empty if program is here. # Read from filesystem. # If n is not none, read max(n, self.buff_chunk_size) data from file, # otherwise read all data from file. # TODO(shenhuhan) N is limited to max_buff, but all-data is unlimited? read_size = max(self.buff_chunk_size, n) if n is not None else None self.buff, self.continuation_token = self.fs.read( self._filename, self.binary_mode, read_size, self.continuation_token) self.buff_offset = 0 if n is not None: chunk = self._read_buffer_to_offset(n) else: # add all local buffer and update offsets chunk = self._read_buffer_to_offset(len(self.buff)) result = result + chunk if result else chunk return result def write(self, file_content): """Write contents to file. Args: file_content: Contents waiting to be written to file. """ if not self.write_mode: raise RuntimeError("File not opened in write mode") if self.closed: raise RuntimeError("File already closed") if self.fs_supports_append: if not self.write_started: self.fs.write(self._filename, file_content, self.binary_mode) self.write_started = True else: self.fs.append(self._filename, file_content, self.binary_mode) else: # add to temp file, but wait for flush to write to final filesystem if self.write_temp is None: mode = "w+b" if self.binary_mode else "w+" self.write_temp = tempfile.TemporaryFile(mode) self.write_temp.write(file_content) def __next__(self): line = None while True: if not self.buff: # read one unit into the buffer line = self.read(1) if line and (line[-1] == '\n' or not self.buff): return line if not self.buff: raise StopIteration() else: index = self.buff.find('\n', self.buff_offset) if index != -1: # include line until now plus newline chunk = self.read(index + 1 - self.buff_offset) line = line + chunk if line else chunk return line # read one unit past end of buffer chunk = self.read(len(self.buff) + 1 - self.buff_offset) line = line + chunk if line else chunk if line and (line[-1] == '\n' or not self.buff): return line if not self.buff: raise StopIteration() def next(self): return self.__next__() def flush(self): """Flush data to disk. """ if self.closed: raise RuntimeError("File already closed") if not self.fs_supports_append: if self.write_temp is not None: # read temp file from the beginning self.write_temp.flush() self.write_temp.seek(0) chunk = self.write_temp.read() if chunk is not None: # write full contents and keep in temp file self.fs.write(self._filename, chunk, self.binary_mode) self.write_temp.seek(len(chunk)) def close(self): self.flush() if self.write_temp is not None: self.write_temp.close() self.write_temp = None self.write_started = False self.closed = True def exists(path): return default_file_factory.get_filesystem(path).exists(path) def makedirs(path): return default_file_factory.get_filesystem(path).makedirs(path) def join(path, *paths): return default_file_factory.get_filesystem(path).join(path, *paths) def walk(dir): return default_file_factory.get_filesystem(dir).walk(dir)