hdfs.py

#   Copyright (c) 2018 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.
"""HDFS Utils."""

import os
import sys
import subprocess
import multiprocessing
from datetime import datetime

import re
import copy
import errno
import time
import logging
import six
from . import fs
from .fs import FS, LocalFS, FSFileExistsError, FSFileNotExistsError, ExecuteError, FSTimeOut
import paddle.fluid as fluid
import functools

from pathlib import PurePosixPath, Path
import shutil

__all__ = ["HDFSClient"]


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):
                config_command = '-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()

    def list_dirs(self, fs_path):
        if not self.is_exist(fs_path):
            return []

        dirs, _ = self.ls_dir(fs_path)
        return dirs

    @_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