# Copyright (c) 2020 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. import os import sys import subprocess import multiprocessing from datetime import datetime import re import copy import errno import time import logging import six import abc import paddle.fluid as fluid import functools from pathlib import PurePosixPath, Path import shutil __all__ = [ 'FS', 'LocalFS', 'HDFSClient', 'ExecuteError', 'FSTimeOut', 'FSFileExistsError', 'FSFileNotExistsError' ] class ExecuteError(Exception): pass class FSFileExistsError(Exception): pass class FSFileNotExistsError(Exception): pass class FSTimeOut(Exception): pass class FS(object): @abc.abstractmethod def ls_dir(self, fs_path): raise NotImplementedError @abc.abstractmethod def is_file(self, fs_path): raise NotImplementedError @abc.abstractmethod def is_dir(self, fs_path): raise NotImplementedError @abc.abstractmethod def is_exist(self, fs_path): raise NotImplementedError @abc.abstractmethod def upload(self, local_path, fs_path): raise NotImplementedError @abc.abstractmethod def download(self, fs_path, local_path): raise NotImplementedError @abc.abstractmethod def mkdirs(self, fs_path): raise NotImplementedError @abc.abstractmethod def delete(self, fs_path): raise NotImplementedError @abc.abstractmethod def need_upload_download(self): raise NotImplementedError @abc.abstractmethod def rename(self, fs_src_path, fs_dst_path): raise NotImplementedError @abc.abstractmethod def mv(self, fs_src_path, fs_dst_path): raise NotImplementedError @abc.abstractmethod def upload_dir(self, local_dir, dest_dir): raise NotImplementedError @abc.abstractmethod def glob(self, fs_path): raise NotImplementedError @abc.abstractmethod def stat(self, fs_path): raise NotImplementedError @abc.abstractmethod def walk(self, fs_path): raise NotImplementedError class LocalFS(FS): def ls_dir(self, fs_path): if not self.is_exist(fs_path): return [], [] dirs = [] files = [] for f in os.listdir(fs_path): if os.path.isdir(fs_path + "/" + f): dirs.append(f) else: files.append(f) return dirs, files def mkdirs(self, fs_path): assert not os.path.isfile(fs_path), "{} is already a file".format( fs_path) os.system("mkdir -p {}".format(fs_path)) def is_file(self, fs_path): return os.path.isfile(fs_path) def is_dir(self, fs_path): return os.path.isdir(fs_path) def is_exist(self, fs_path): return os.path.exists(fs_path) def _rmr(self, fs_path): shutil.rmtree(fs_path) def _rm(self, fs_path): os.remove(fs_path) def delete(self, fs_path): if not self.is_exist(fs_path): return if os.path.isfile(fs_path): return self._rm(fs_path) return self._rmr(fs_path) def rename(self, fs_src_path, fs_dst_path): os.rename(fs_src_path, fs_dst_path) def need_upload_download(self): return False def touch(self, fs_path): return Path(fs_path).touch() def mv(self, src_path, dst_path): if not self.is_exist(src_path): raise FSFileNotExistsError if self.is_exist(dst_path): raise FSFileExistsError return self.rename(src_path, dst_path) """HDFS Utils.""" def _handle_errors(f): def handler(*args, **kwargs): start = time.time() while True: try: return f(*args, **kwargs) except ExecuteError as e: o = args[0] time_out = float(o._time_out) / 1000.0 inter = float(o._sleep_inter) / 1000.0 if time.time() - start >= time_out: raise FSTimeOut time.sleep(inter) return functools.wraps(f)(handler) class HDFSClient(FS): def __init__( self, hadoop_home, configs, time_out=5 * 60 * 1000, #ms sleep_inter=1000): #ms # Raise exception if JAVA_HOME not exists. java_home = os.environ["JAVA_HOME"] self.pre_commands = [] hadoop_bin = '%s/bin/hadoop' % hadoop_home self.pre_commands.append(hadoop_bin) dfs = 'fs' self.pre_commands.append(dfs) if configs: for k, v in six.iteritems(configs): self.pre_commands.append('-D%s=%s' % (k, v)) self._time_out = time_out self._sleep_inter = sleep_inter self._base_cmd = " ".join(self.pre_commands) self._bd_err_re = re.compile( r'\s?responseErrorMsg\s?\:.*, errorCode\:\s?[0-9]+, path\:') def _run_cmd(self, cmd, redirect_stderr=False): ret, output = fluid.core.shell_execute_cmd(cmd, 0, 0, redirect_stderr) return int(ret), output.splitlines() @_handle_errors def ls_dir(self, fs_path): """ list directory under fs_path, and only give the pure name, not include the fs_path """ if not self.is_exist(fs_path): return [], [] cmd = "{} -ls {}".format(self._base_cmd, fs_path) ret, lines = self._run_cmd(cmd) if ret != 0: raise ExecuteError dirs = [] files = [] for line in lines: arr = line.split() if len(arr) != 8: continue if fs_path not in arr[7]: continue p = PurePosixPath(arr[7]) if arr[0][0] == 'd': dirs.append(p.name) else: files.append(p.name) return dirs, files def _test_match(self, lines): for l in lines: m = self._bd_err_re.match(l) if m != None: return m return None @_handle_errors def is_dir(self, fs_path): if not self.is_exist(fs_path): return False cmd = "{} -test -d {}".format( self._base_cmd, fs_path, redirect_stderr=True) ret, lines = self._run_cmd(cmd) if ret: # other error if self._test_match(lines) != None: raise ExecuteError return False return True def is_file(self, fs_path): if not self.is_exist(fs_path): return False return not self.is_dir(fs_path) @_handle_errors def is_exist(self, fs_path): cmd = "{} -ls {} ".format(self._base_cmd, fs_path) ret, out = self._run_cmd(cmd, redirect_stderr=True) if ret != 0: for l in out: if "No such file or directory" in l: return False raise ExecuteError return True @_handle_errors def upload(self, local_path, fs_path): if self.is_exist(fs_path): raise FSFileExistsError local = LocalFS() if not local.is_exist(local_path): raise FSFileNotExistsError cmd = "{} -put {} {}".format(self._base_cmd, local_path, fs_path) ret, lines = self._run_cmd(cmd) if ret != 0: raise ExecuteError @_handle_errors def download(self, fs_path, local_path): if self.is_exist(local_path): raise FSFileExistsError if not self.is_exist(fs_path): raise FSFileNotExistsError cmd = "{} -get {} {}".format(self._base_cmd, fs_path, local_path) ret, lines = self._run_cmd(cmd) if ret != 0: raise ExecuteError @_handle_errors def mkdirs(self, fs_path): if self.is_exist(fs_path): return cmd = "{} -mkdir {}".format(self._base_cmd, fs_path) ret, lines = self._run_cmd(cmd) if ret != 0: raise ExecuteError @_handle_errors def mv(self, fs_src_path, fs_dst_path, test_exists=True): if test_exists: if not self.is_exist(fs_src_path): raise FSFileNotExistsError if self.is_exist(fs_dst_path): raise FSFileExistsError cmd = "{} -mv {} {}".format(self._base_cmd, fs_src_path, fs_dst_path) ret, _ = self._run_cmd(cmd) if ret != 0: raise ExecuteError @_handle_errors def _rmr(self, fs_path): cmd = "{} -rmr {}".format(self._base_cmd, fs_path) ret, _ = self._run_cmd(cmd) if ret != 0: raise ExecuteError @_handle_errors def _rm(self, fs_path): cmd = "{} -rm {}".format(self._base_cmd, fs_path) ret, _ = self._run_cmd(cmd) if ret != 0: raise ExecuteError def delete(self, fs_path): if not self.is_exist(fs_path): return is_dir = self.is_dir(fs_path) if is_dir: return self._rmr(fs_path) return self._rm(fs_path) def need_upload_download(self): return True