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spec.py
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from hashlib import md5
import io
import os
import logging
from .transaction import Transaction
from .utils import read_block, tokenize, stringify_path
logger = logging.getLogger("fsspec")
# alternative names for some methods, which get patched to new instances
# (alias, original)
aliases = [
("makedir", "mkdir"),
("mkdirs", "makedirs"),
("listdir", "ls"),
("cp", "copy"),
("move", "mv"),
("stat", "info"),
("disk_usage", "du"),
("rename", "mv"),
("delete", "rm"),
("upload", "put"),
("download", "get"),
]
try: # optionally derive from pyarrow's FileSystem, if available
import pyarrow as pa
up = pa.filesystem.DaskFileSystem
except ImportError:
up = object
def make_instance(cls, args, kwargs):
return cls(*args, **kwargs)
class AbstractFileSystem(up):
"""
An abstract super-class for pythonic file-systems
Implementations are expected to be compatible with or, better, subclass
from here.
"""
_singleton = [None] # will contain the newest instance
_cache = {}
cachable = True # this class can be cached, instances reused
_cached = False
blocksize = 2 ** 22
sep = "/"
protocol = "abstract"
root_marker = "" # For some FSs, may require leading '/' or other character
def __new__(cls, *args, **storage_options):
"""
Will reuse existing instance if:
- cls.cachable is True and
- storage_options does not include do_cache=False
- the token (a hash of args and kwargs by default) exists in the cache
The instance will skip init if instance.cached = True.
"""
# TODO: defer to a class-specific tokeniser?
do_cache = storage_options.pop("do_cache", True)
token = tokenize(cls, args, storage_options)
if cls.cachable and token in cls._cache and do_cache:
# check for cached instance
return cls._cache[token]
self = object.__new__(cls)
self._fs_token = token
if self.cachable:
# store for caching - can hold memory
cls._cache[token] = self
self.storage_args = args
self.storage_options = storage_options
return self
def __init__(self, *args, **storage_options):
"""Create and configure file-system instance
Instances may be cachable, so if similar enough arguments are seen
a new instance is not required. The token attribute exists to allow
implementations to cache instances if they wish.
A reasonable default should be provided if there are no arguments.
Subclasses should call this method.
Magic kwargs that affect functionality here:
add_docs: if True, will append docstrings from this spec to the
specific implementation
add_aliases: if True, will add method aliases
"""
if self._cached:
# reusing instance, don't change
return
self._cached = True
self._intrans = False
self._transaction = Transaction(self)
self._singleton[0] = self
self.dircache = {}
if storage_options.pop("add_docs", None):
import warnings
warnings.warn("add_docs is no longer supported.", FutureWarning)
if storage_options.pop("add_aliases", True):
for new, old in aliases:
if not hasattr(self, new):
# don't apply alias if attribute exists already
setattr(self, new, getattr(self, old))
def __dask_tokenize__(self):
return self._fs_token
def __hash__(self):
return int(self._fs_token, 16)
def __eq__(self, other):
return self._fs_token == other._fs_token
@classmethod
def clear_instance_cache(cls, remove_singleton=True):
"""Remove any instances stored in class attributes"""
cls._cache.clear()
if remove_singleton:
cls._singleton = [None]
@classmethod
def _strip_protocol(cls, path):
""" Turn path from fully-qualified to file-system-specific
May require FS-specific handling, e.g., for relative paths or links.
"""
path = stringify_path(path)
protos = (cls.protocol,) if isinstance(cls.protocol, str) else cls.protocol
for protocol in protos:
path = path.rstrip("/")
if path.startswith(protocol + "://"):
path = path[len(protocol) + 3 :]
elif path.startswith(protocol + ":"):
path = path[len(protocol) + 1 :]
# use of root_marker to make minimum required path, e.g., "/"
return path or cls.root_marker
@staticmethod
def _get_kwargs_from_urls(paths):
"""If kwargs can be encoded in the paths, extract them here
This should happen before instantiation of the class; incoming paths
then should be amended to strip the options in methods.
Examples may look like an sftp path "sftp://user@host:/my/path", where
the user and host should become kwargs and later get stripped.
"""
# by default, nothing happens
return {}
@classmethod
def current(cls):
""" Return the most recently created FileSystem
If no instance has been created, then create one with defaults
"""
if not cls._singleton[0]:
return cls()
else:
return cls._singleton[0]
@property
def transaction(self):
"""A context within which files are committed together upon exit
Requires the file class to implement `.commit()` and `.discard()`
for the normal and exception cases.
"""
return self._transaction
def start_transaction(self):
"""Begin write transaction for deferring files, non-context version"""
self._intrans = True
return self.transaction
def end_transaction(self):
"""Finish write transaction, non-context version"""
self.transaction.complete()
def invalidate_cache(self, path=None):
"""
Discard any cached directory information
Parameters
----------
path: string or None
If None, clear all listings cached else listings at or under given
path.
"""
pass # not necessary to implement, may have no cache
def mkdir(self, path, create_parents=True, **kwargs):
"""
Create directory entry at path
For systems that don't have true directories, may create an for
this instance only and not touch the real filesystem
Parameters
----------
path: str
location
create_parents: bool
if True, this is equivalent to ``makedirs``
kwargs:
may be permissions, etc.
"""
pass # not necessary to implement, may not have directories
def makedirs(self, path, exist_ok=False):
"""Recursively make directories
Creates directory at path and any intervening required directories.
Raises exception if, for instance, the path already exists but is a
file.
Parameters
----------
path: str
leaf directory name
exist_ok: bool (False)
If True, will error if the target already exists
"""
pass # not necessary to implement, may not have directories
def rmdir(self, path):
"""Remove a directory, if empty"""
pass # not necessary to implement, may not have directories
def ls(self, path, detail=True, **kwargs):
"""List objects at path.
This should include subdirectories and files at that location. The
difference between a file and a directory must be clear when details
are requested.
The specific keys, or perhaps a FileInfo class, or similar, is TBD,
but must be consistent across implementations.
Must include:
- full path to the entry (without protocol)
- size of the entry, in bytes. If the value cannot be determined, will
be ``None``.
- type of entry, "file", "directory" or other
Additional information
may be present, aproriate to the file-system, e.g., generation,
checksum, etc.
May use refresh=True|False to allow use of self._ls_from_cache to
check for a saved listing and avoid calling the backend. This would be
common where listing may be expensive.
Parameters
----------
path: str
detail: bool
if True, gives a list of dictionaries, where each is the same as
the result of ``info(path)``. If False, gives a list of paths
(str).
kwargs: may have additional backend-specific options, such as version
information
Returns
-------
List of strings if detail is False, or list of directory information
dicts if detail is True.
"""
raise NotImplementedError
def _ls_from_cache(self, path):
"""Check cache for listing
Returns listing, if found (may me empty list for a directly that exists
but contains nothing), None if not in cache.
"""
parent = self._parent(path)
if path in self.dircache:
return self.dircache[path]
elif parent in self.dircache:
files = [f for f in self.dircache[parent] if f["name"] == path]
if len(files) == 0:
# parent dir was listed but did not contain this file
raise FileNotFoundError(path)
return files
def walk(self, path, maxdepth=None, **kwargs):
""" Return all files belows path
List all files, recursing into subdirectories; output is iterator-style,
like ``os.walk()``. For a simple list of files, ``find()`` is available.
Note that the "files" outputted will include anything that is not
a directory, such as links.
Parameters
----------
path: str
Root to recurse into
maxdepth: int
Maximum recursion depth. None means limitless, but not recommended
on link-based file-systems.
kwargs: passed to ``ls``
"""
path = self._strip_protocol(path)
full_dirs = []
dirs = []
files = []
try:
listing = self.ls(path, detail=True, **kwargs)
except (FileNotFoundError, IOError):
return [], [], []
for info in listing:
# each info name must be at least [path]/part , but here
# we check also for names like [path]/part/
name = info["name"].rstrip("/")
if info["type"] == "directory" and name != path:
# do not include "self" path
full_dirs.append(name)
dirs.append(name.rsplit("/", 1)[-1])
elif name == path:
# file-like with same name as give path
files.append("")
else:
files.append(name.rsplit("/", 1)[-1])
yield path, dirs, files
for d in full_dirs:
if maxdepth is None or maxdepth > 1:
for res in self.walk(
d,
maxdepth=(maxdepth - 1) if maxdepth is not None else None,
**kwargs
):
yield res
def find(self, path, maxdepth=None, withdirs=False, **kwargs):
"""List all files below path.
Like posix ``find`` command without conditions
Parameters
----------
maxdepth: int or None
If not None, the maximum number of levels to descend
withdirs: bool
Whether to include directory paths in the output. This is True
when used by glob, but users usually only want files.
kwargs are passed to ``ls``.
"""
# TODO: allow equivalent of -name parameter
out = set()
for path, dirs, files in self.walk(path, maxdepth, **kwargs):
if withdirs:
files += dirs
for name in files:
if name and name not in out:
out.add("/".join([path.rstrip("/"), name]) if path else name)
if self.isfile(path) and path not in out:
# walk works on directories, but find should also return [path]
# when path happens to be a file
out.add(path)
return sorted(out)
def du(self, path, total=True, maxdepth=None, **kwargs):
"""Space used by files within a path
Parameters
----------
path: str
total: bool
whether to sum all the file sizes
maxdepth: int or None
maximum number of directory levels to descend, None for unlimited.
kwargs: passed to ``ls``
Returns
-------
Dict of {fn: size} if total=False, or int otherwise, where numbers
refer to bytes used.
"""
sizes = {}
for f in self.find(path, maxdepth=maxdepth, **kwargs):
info = self.info(f)
sizes[info["name"]] = info["size"]
if total:
return sum(sizes.values())
else:
return sizes
def glob(self, path, **kwargs):
"""
Find files by glob-matching.
If the path ends with '/' and does not contain "*", it is essentially
the same as ``ls(path)``, returning only files.
We support ``"**"``,
``"?"`` and ``"[..]"``.
kwargs are passed to ``ls``.
"""
import re
from glob import has_magic
ends = path.endswith("/")
path = self._strip_protocol(path)
indstar = path.find("*") if path.find("*") >= 0 else len(path)
indques = path.find("?") if path.find("?") >= 0 else len(path)
indbrace = path.find("[") if path.find("[") >= 0 else len(path)
ind = min(indstar, indques, indbrace)
if not has_magic(path):
root = path
depth = 1
if ends:
path += "/*"
elif self.exists(path):
return [path]
else:
return [] # glob of non-existent returns empty
elif "/" in path[:ind]:
ind2 = path[:ind].rindex("/")
root = path[: ind2 + 1]
depth = 20 if "**" in path else path[ind2 + 1 :].count("/") + 1
else:
root = ""
depth = 20 if "**" in path else 1
allpaths = self.find(root, maxdepth=depth, withdirs=True, **kwargs)
pattern = (
"^"
+ (
path.replace("\\", r"\\")
.replace(".", r"\.")
.replace("+", r"\+")
.replace("//", "/")
.replace("(", r"\(")
.replace(")", r"\)")
.replace("|", r"\|")
.rstrip("/")
.replace("?", ".")
)
+ "$"
)
pattern = re.sub("[*]{2}", "=PLACEHOLDER=", pattern)
pattern = re.sub("[*]", "[^/]*", pattern)
pattern = re.compile(pattern.replace("=PLACEHOLDER=", ".*"))
out = {p for p in allpaths if pattern.match(p.replace("//", "/").rstrip("/"))}
return list(sorted(out))
def exists(self, path):
"""Is there a file at the given path"""
try:
self.info(path)
return True
except: # any exception allowed bar FileNotFoundError?
return False
def info(self, path, **kwargs):
"""Give details of entry at path
Returns a single dictionary, with exactly the same information as ``ls``
would with ``detail=True``.
The default implementation should calls ls and could be overridden by a
shortcut. kwargs are passed on to ```ls()``.
Some file systems might not be able to measure the file's size, in
which case, the returned dict will include ``'size': None``.
Returns
-------
dict with keys: name (full path in the FS), size (in bytes), type (file,
directory, or something else) and other FS-specific keys.
"""
path = self._strip_protocol(path)
out = self.ls(self._parent(path), detail=True, **kwargs)
out = [o for o in out if o["name"].rstrip("/") == path]
if out:
return out[0]
out = self.ls(path, detail=True, **kwargs)
path = path.rstrip("/")
out1 = [o for o in out if o["name"].rstrip("/") == path]
if len(out1) == 1:
if "size" not in out1[0]:
out1[0]["size"] = None
return out1[0]
elif len(out1) > 1 or out:
return {"name": path, "size": 0, "type": "directory"}
else:
raise FileNotFoundError(path)
def checksum(self, path):
"""Unique value for current version of file
If the checksum is the same from one moment to another, the contents
are guaranteed to be the same. If the checksum changes, the contents
*might* have changed.
This should normally be overridden; default will probably capture
creation/modification timestamp (which would be good) or maybe
access timestamp (which would be bad)
"""
return int(tokenize(self.info(path)), 16)
def size(self, path):
"""Size in bytes of file"""
return self.info(path).get("size", None)
def isdir(self, path):
"""Is this entry directory-like?"""
try:
return self.info(path)["type"] == "directory"
except FileNotFoundError:
return False
def isfile(self, path):
"""Is this entry file-like?"""
try:
return self.info(path)["type"] == "file"
except:
return False
def cat(self, path):
""" Get the content of a file """
return self.open(path, "rb").read()
def get(self, rpath, lpath, recursive=False, **kwargs):
"""Copy file to local.
Possible extension: maybe should be able to copy to any file-system
(streaming through local).
"""
rpath = self._strip_protocol(rpath)
if recursive:
rpaths = self.find(rpath)
lpaths = [
os.path.join(lpath, path[len(rpath) :].lstrip("/")) for path in rpaths
]
for lpath in lpaths:
dirname = os.path.dirname(lpath)
if not os.path.isdir(dirname):
os.makedirs(dirname)
else:
rpaths = [rpath]
lpaths = [lpath]
for lpath, rpath in zip(lpaths, rpaths):
with self.open(rpath, "rb", **kwargs) as f1:
with open(lpath, "wb") as f2:
data = True
while data:
data = f1.read(self.blocksize)
f2.write(data)
def put(self, lpath, rpath, recursive=False, **kwargs):
""" Upload file from local """
if recursive:
lpaths = []
for dirname, subdirlist, filelist in os.walk(lpath):
lpaths += [os.path.join(dirname, filename) for filename in filelist]
rootdir = os.path.basename(lpath.rstrip("/"))
if self.exists(rpath):
# copy lpath inside rpath directory
rpath2 = os.path.join(rpath, rootdir)
else:
# copy lpath as rpath directory
rpath2 = rpath
rpaths = [
os.path.join(rpath2, path[len(lpath) :].lstrip("/")) for path in lpaths
]
else:
lpaths = [lpath]
rpaths = [rpath]
for lpath, rpath in zip(lpaths, rpaths):
with open(lpath, "rb") as f1:
with self.open(rpath, "wb", **kwargs) as f2:
data = True
while data:
data = f1.read(self.blocksize)
f2.write(data)
def head(self, path, size=1024):
""" Get the first ``size`` bytes from file """
with self.open(path, "rb") as f:
return f.read(size)
def tail(self, path, size=1024):
""" Get the last ``size`` bytes from file """
with self.open(path, "rb") as f:
f.seek(max(-size, -f.size), 2)
return f.read()
def copy(self, path1, path2, **kwargs):
""" Copy within two locations in the filesystem"""
raise NotImplementedError
def mv(self, path1, path2, **kwargs):
""" Move file from one location to another """
self.copy(path1, path2, **kwargs)
self.rm(path1, recursive=False)
def _rm(self, path):
"""Delete a file"""
raise NotImplementedError
def rm(self, path, recursive=False, maxdepth=None):
"""Delete files.
Parameters
----------
path: str or list of str
File(s) to delete.
recursive: bool
If file(s) are directories, recursively delete contents and then
also remove the directory
maxdepth: int or None
Depth to pass to walk for finding files to delete, if recursive.
If None, there will be no limit and infinite recursion may be
possible.
"""
# prefer some bulk method, if possible
if not isinstance(path, list):
path = [path]
for p in path:
if recursive:
out = self.walk(p, maxdepth=maxdepth)
for pa, _, files in reversed(list(out)):
for name in files:
fn = "/".join([pa, name]) if pa else name
self.rm(fn)
self.rmdir(pa)
else:
self._rm(p)
@classmethod
def _parent(cls, path):
path = cls._strip_protocol(path.rstrip("/"))
if "/" in path:
return cls.root_marker + path.rsplit("/", 1)[0]
else:
return cls.root_marker
def _open(self, path, mode="rb", block_size=None, autocommit=True, **kwargs):
"""Return raw bytes-mode file-like from the file-system"""
return AbstractBufferedFile(self, path, mode, block_size, autocommit)
def open(self, path, mode="rb", block_size=None, **kwargs):
"""
Return a file-like object from the filesystem
The resultant instance must function correctly in a context ``with``
block.
Parameters
----------
path: str
Target file
mode: str like 'rb', 'w'
See builtin ``open()``
block_size: int
Some indication of buffering - this is a value in bytes
encoding, errors, newline: passed on to TextIOWrapper for text mode
"""
import io
path = self._strip_protocol(path)
if "b" not in mode:
mode = mode.replace("t", "") + "b"
text_kwargs = {
k: kwargs.pop(k)
for k in ["encoding", "errors", "newline"]
if k in kwargs
}
return io.TextIOWrapper(
self.open(path, mode, block_size, **kwargs), **text_kwargs
)
else:
ac = kwargs.pop("autocommit", not self._intrans)
f = self._open(
path, mode=mode, block_size=block_size, autocommit=ac, **kwargs
)
if not ac:
self.transaction.files.append(f)
return f
def touch(self, path, truncate=True, **kwargs):
""" Create empty file, or update timestamp
Parameters
----------
path: str
file location
truncate: bool
If True, always set file size to 0; if False, update timestamp and
leave file unchanged, if backend allows this
"""
if truncate or not self.exists(path):
with self.open(path, "wb", **kwargs):
pass
else:
raise NotImplementedError # update timestamp, if possible
def ukey(self, path):
"""Hash of file properties, to tell if it has changed"""
return md5(str(self.info(path)).encode()).hexdigest()
def read_block(self, fn, offset, length, delimiter=None):
""" Read a block of bytes from
Starting at ``offset`` of the file, read ``length`` bytes. If
``delimiter`` is set then we ensure that the read starts and stops at
delimiter boundaries that follow the locations ``offset`` and ``offset
+ length``. If ``offset`` is zero then we start at zero. The
bytestring returned WILL include the end delimiter string.
If offset+length is beyond the eof, reads to eof.
Parameters
----------
fn: string
Path to filename
offset: int
Byte offset to start read
length: int
Number of bytes to read
delimiter: bytes (optional)
Ensure reading starts and stops at delimiter bytestring
Examples
--------
>>> fs.read_block('data/file.csv', 0, 13) # doctest: +SKIP
b'Alice, 100\\nBo'
>>> fs.read_block('data/file.csv', 0, 13, delimiter=b'\\n') # doctest: +SKIP
b'Alice, 100\\nBob, 200\\n'
Use ``length=None`` to read to the end of the file.
>>> fs.read_block('data/file.csv', 0, None, delimiter=b'\\n') # doctest: +SKIP
b'Alice, 100\\nBob, 200\\nCharlie, 300'
See Also
--------
utils.read_block
"""
with self.open(fn, "rb") as f:
size = f.size
if length is None:
length = size
if size is not None and offset + length > size:
length = size - offset
return read_block(f, offset, length, delimiter)
def __reduce__(self):
return make_instance, (type(self), self.storage_args, self.storage_options)
def _get_pyarrow_filesystem(self):
"""
Make a version of the FS instance which will be acceptable to pyarrow
"""
# all instances already also derive from pyarrow
return self
def get_mapper(self, root, check=False, create=False):
"""Create key/value store based on this file-system
Makes a MutibleMapping interface to the FS at the given root path.
See ``fsspec.mapping.FSMap`` for further details.
"""
from .mapping import FSMap
return FSMap(root, self, check, create)
@classmethod
def clear_instance_cache(cls):
"""Remove cached instances from the class cache"""
cls._cache.clear()
class AbstractBufferedFile(io.IOBase):
"""Convenient class to derive from to provide buffering
In the case that the backend does not provide a pythonic file-like object
already, this class contains much of the logic to build one. The only
methods that need to be overridden are ``_upload_chunk``,
``_initate_upload`` and ``_fetch_range``.
"""
DEFAULT_BLOCK_SIZE = 5 * 2 ** 20
def __init__(
self,
fs,
path,
mode="rb",
block_size="default",
autocommit=True,
cache_type="bytes",
**kwargs
):
"""
Template for files with buffered reading and writing
Parameters
----------
fs: instance of FileSystem
path: str
location in file-system
mode: str
Normal file modes. Currently only 'wb', 'ab' or 'rb'. Some file
systems may be read-only, and some may not support append.
block_size: int
Buffer size for reading or writing, 'default' for class default
autocommit: bool
Whether to write to final destination; may only impact what
happens when file is being closed.
cache_type: str
Caching policy in read mode, one of 'none', 'bytes', 'mmap', see
the definitions in ``core``.
kwargs:
Gets stored as self.kwargs
"""
from .core import caches
self.path = path
self.fs = fs
self.mode = mode
self.blocksize = (
self.DEFAULT_BLOCK_SIZE if block_size in ["default", None] else block_size
)
self.loc = 0
self.autocommit = autocommit
self.end = None
self.start = None
self.closed = False
self.trim = kwargs.pop("trim", True)
self.kwargs = kwargs
if mode not in {"ab", "rb", "wb"}:
raise NotImplementedError("File mode not supported")
if mode == "rb":
if not hasattr(self, "details"):
self.details = fs.info(path)
self.size = self.details["size"]
self.cache = caches[cache_type](
self.blocksize, self._fetch_range, self.size, trim=self.trim
)
else:
self.buffer = io.BytesIO()
self.offset = None
self.forced = False
self.location = None
@property
def closed(self):
# get around this attr being read-only in IOBase
return self._closed
@closed.setter
def closed(self, c):
self._closed = c
def __hash__(self):
if "w" in self.mode:
return id(self)
else:
return int(tokenize(self.details), 16)
def __eq__(self, other):
"""Files are equal if they have the same checksum, only in read mode"""
return self.mode == "rb" and other.mode == "rb" and hash(self) == hash(other)
def commit(self):
"""Move from temp to final destination"""
def discard(self):
"""Throw away temporary file"""
def info(self):
""" File information about this path """
if "r" in self.mode:
return self.details
else:
raise ValueError("Info not available while writing")
def tell(self):
""" Current file location """
return self.loc
def seek(self, loc, whence=0):
""" Set current file location
Parameters
----------
loc: int
byte location
whence: {0, 1, 2}
from start of file, current location or end of file, resp.
"""
loc = int(loc)
if not self.mode == "rb":
raise ValueError("Seek only available in read mode")
if whence == 0:
nloc = loc
elif whence == 1:
nloc = self.loc + loc
elif whence == 2:
nloc = self.size + loc
else:
raise ValueError("invalid whence (%s, should be 0, 1 or 2)" % whence)
if nloc < 0:
raise ValueError("Seek before start of file")
self.loc = nloc
return self.loc
def write(self, data):
"""
Write data to buffer.
Buffer only sent on flush() or if buffer is greater than
or equal to blocksize.
Parameters
----------
data: bytes
Set of bytes to be written.
"""
if self.mode not in {"wb", "ab"}:
raise ValueError("File not in write mode")
if self.closed:
raise ValueError("I/O operation on closed file.")
if self.forced:
raise ValueError("This file has been force-flushed, can only close")
out = self.buffer.write(data)
self.loc += out
if self.buffer.tell() >= self.blocksize:
self.flush()
return out
def flush(self, force=False):
"""
Write buffered data to backend store.
Writes the current buffer, if it is larger than the block-size, or if
the file is being closed.
Parameters
----------
force: bool
When closing, write the last block even if it is smaller than
blocks are allowed to be. Disallows further writing to this file.
"""
if self.closed:
raise ValueError("Flush on closed file")
if force and self.forced:
raise ValueError("Force flush cannot be called more than once")
if force:
self.forced = True
if self.mode not in {"wb", "ab"}:
# no-op to flush on read-mode
return
if not force and self.buffer.tell() < self.blocksize:
# Defer write on small block
return
if self.offset is None:
# Initialize a multipart upload
self.offset = 0
self._initiate_upload()
if self._upload_chunk(final=force) is not False:
self.offset += self.buffer.seek(0, 2)
self.buffer = io.BytesIO()
def _upload_chunk(self, final=False):
""" Write one part of a multi-block file upload
Parameters
==========
final: bool
This is the last block, so should complete file, if
self.autocommit is True.
"""
# may not yet have been initialized, may neet to call _initialize_upload