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# -*- coding: utf-8 -*-
#
# Copyright (C) 2019 Radim Rehurek <me@radimrehurek.com>
#
# This code is distributed under the terms and conditions
# from the MIT License (MIT).
#
"""Implements reading and writing to/from WebHDFS.
The main entry point is the :func:`~smart_open.webhdfs.open` function.
"""
import io
import logging
import urllib.parse
try:
import requests
except ImportError:
MISSING_DEPS = True
from smart_open import utils, constants
import http.client as httplib
logger = logging.getLogger(__name__)
SCHEME = 'webhdfs'
URI_EXAMPLES = (
'webhdfs://host:port/path/file',
)
MIN_PART_SIZE = 50 * 1024**2 # minimum part size for HDFS multipart uploads
def parse_uri(uri_as_str):
return dict(scheme=SCHEME, uri=uri_as_str)
def open_uri(uri, mode, transport_params):
kwargs = utils.check_kwargs(open, transport_params)
return open(uri, mode, **kwargs)
def open(http_uri, mode, min_part_size=MIN_PART_SIZE):
"""
Parameters
----------
http_uri: str
webhdfs url converted to http REST url
min_part_size: int, optional
For writing only.
"""
if http_uri.startswith(SCHEME):
http_uri = _convert_to_http_uri(http_uri)
if mode == constants.READ_BINARY:
fobj = BufferedInputBase(http_uri)
elif mode == constants.WRITE_BINARY:
fobj = BufferedOutputBase(http_uri, min_part_size=min_part_size)
else:
raise NotImplementedError("webhdfs support for mode %r not implemented" % mode)
fobj.name = http_uri.split('/')[-1]
return fobj
def _convert_to_http_uri(webhdfs_url):
"""
Convert webhdfs uri to http url and return it as text
Parameters
----------
webhdfs_url: str
A URL starting with webhdfs://
"""
split_uri = urllib.parse.urlsplit(webhdfs_url)
netloc = split_uri.hostname
if split_uri.port:
netloc += ":{}".format(split_uri.port)
query = split_uri.query
if split_uri.username:
query += (
("&" if query else "") + "user.name=" + urllib.parse.quote(split_uri.username)
)
return urllib.parse.urlunsplit(
("http", netloc, "/webhdfs/v1" + split_uri.path, query, "")
)
#
# For old unit tests.
#
def convert_to_http_uri(parsed_uri):
return _convert_to_http_uri(parsed_uri.uri)
class BufferedInputBase(io.BufferedIOBase):
_buf = None # so `closed` property works in case __init__ fails and __del__ is called
def __init__(self, uri):
self._uri = uri
payload = {"op": "OPEN", "offset": 0}
self._response = requests.get(self._uri, params=payload, stream=True)
if self._response.status_code != httplib.OK:
raise WebHdfsException.from_response(self._response)
self._buf = b''
#
# Override some methods from io.IOBase.
#
def close(self):
"""Flush and close this stream."""
logger.debug("close: called")
if not self.closed:
self._buf = None
@property
def closed(self):
return self._buf is None
def readable(self):
"""Return True if the stream can be read from."""
return True
def seekable(self):
"""If False, seek(), tell() and truncate() will raise IOError.
We offer only seek support, and no truncate support."""
return False
#
# io.BufferedIOBase methods.
#
def detach(self):
"""Unsupported."""
raise io.UnsupportedOperation
def read(self, size=None):
if size is None:
self._buf, retval = b'', self._buf + self._response.raw.read()
return retval
elif size < len(self._buf):
self._buf, retval = self._buf[size:], self._buf[:size]
return retval
try:
buffers = [self._buf]
total_read = 0
while total_read < size:
raw_data = self._response.raw.read(io.DEFAULT_BUFFER_SIZE)
# some times read returns 0 length data without throwing a
# StopIteration exception. We break here if this happens.
if len(raw_data) == 0:
break
total_read += len(raw_data)
buffers.append(raw_data)
except StopIteration:
pass
self._buf = b"".join(buffers)
self._buf, retval = self._buf[size:], self._buf[:size]
return retval
def read1(self, size=-1):
"""This is the same as read()."""
return self.read(size=size)
def readinto(self, b):
"""Read up to len(b) bytes into b, and return the number of bytes
read."""
data = self.read(len(b))
if not data:
return 0
b[:len(data)] = data
return len(data)
def readline(self):
self._buf, retval = b'', self._buf + self._response.raw.readline()
return retval
class BufferedOutputBase(io.BufferedIOBase):
def __init__(self, uri, min_part_size=MIN_PART_SIZE):
"""
Parameters
----------
min_part_size: int, optional
For writing only.
"""
self._uri = uri
self._closed = False
self.min_part_size = min_part_size
# creating empty file first
payload = {"op": "CREATE", "overwrite": True}
init_response = requests.put(self._uri, params=payload, allow_redirects=False)
if not init_response.status_code == httplib.TEMPORARY_REDIRECT:
raise WebHdfsException.from_response(init_response)
uri = init_response.headers['location']
response = requests.put(uri, data="", headers={'content-type': 'application/octet-stream'})
if not response.status_code == httplib.CREATED:
raise WebHdfsException.from_response(response)
self.lines = []
self.parts = 0
self.chunk_bytes = 0
self.total_size = 0
#
# Override some methods from io.IOBase.
#
def writable(self):
"""Return True if the stream supports writing."""
return True
#
# io.BufferedIOBase methods.
#
def detach(self):
raise io.UnsupportedOperation("detach() not supported")
def _upload(self, data):
payload = {"op": "APPEND"}
init_response = requests.post(self._uri, params=payload, allow_redirects=False)
if not init_response.status_code == httplib.TEMPORARY_REDIRECT:
raise WebHdfsException.from_response(init_response)
uri = init_response.headers['location']
response = requests.post(uri, data=data,
headers={'content-type': 'application/octet-stream'})
if not response.status_code == httplib.OK:
raise WebHdfsException.from_response(response)
def write(self, b):
"""
Write the given bytes (binary string) into the WebHDFS file from constructor.
"""
if self._closed:
raise ValueError("I/O operation on closed file")
if not isinstance(b, bytes):
raise TypeError("input must be a binary string")
self.lines.append(b)
self.chunk_bytes += len(b)
self.total_size += len(b)
if self.chunk_bytes >= self.min_part_size:
buff = b"".join(self.lines)
logger.info(
"uploading part #%i, %i bytes (total %.3fGB)",
self.parts, len(buff), self.total_size / 1024.0 ** 3
)
self._upload(buff)
logger.debug("upload of part #%i finished", self.parts)
self.parts += 1
self.lines, self.chunk_bytes = [], 0
def close(self):
buff = b"".join(self.lines)
if buff:
logger.info(
"uploading last part #%i, %i bytes (total %.3fGB)",
self.parts, len(buff), self.total_size / 1024.0 ** 3
)
self._upload(buff)
logger.debug("upload of last part #%i finished", self.parts)
self._closed = True
@property
def closed(self):
return self._closed
class WebHdfsException(Exception):
def __init__(self, msg="", status_code=None):
self.msg = msg
self.status_code = status_code
super(WebHdfsException, self).__init__(repr(self))
def __repr__(self):
return "{}(status_code={}, msg={!r})".format(
self.__class__.__name__, self.status_code, self.msg
)
@classmethod
def from_response(cls, response):
return cls(msg=response.text, status_code=response.status_code)
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