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# -*- coding: utf-8 -*-
# coding=utf-8
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
from contextlib import contextmanager
import os
import pytest
import shutil
import tempfile
from azure.datalake.store.core import AzureDLPath
from azure.datalake.store.multithread import ADLDownloader, ADLUploader
from tests.testing import azure, azure_teardown, md5sum, my_vcr, posix, working_dir
from azure.datalake.store.transfer import ADLTransferClient
from tests.settings import AZURE_ACL_TEST_APPID
test_dir = working_dir()
@pytest.fixture()
def tempdir():
tmpdir = tempfile.mkdtemp()
try:
yield tmpdir
finally:
shutil.rmtree(tmpdir, True)
def linecount(infile):
lines = 0
with open(infile) as f:
for line in f:
lines += 1
return lines
# TODO : when the uploader is ready, should place file in temp location
# rather than rely on file already in place.
@contextmanager
def setup_tree(azure, test_dir=None):
if test_dir == None:
test_dir = working_dir()
for directory in ['', 'data/a', 'data/b']:
azure.mkdir(test_dir / directory)
for filename in ['x.csv', 'y.csv', 'z.txt']:
with azure.open(test_dir / directory / filename, 'wb') as f:
f.write(b'123456')
azure.mkdir(test_dir / 'data/empty')
azure.mkdir(test_dir / 'data/single/single')
with azure.open(test_dir / 'data/single/single'/ 'single.txt', 'wb') as f:
f.write(b'123456')
try:
yield
finally:
azure.rm(test_dir, recursive=True)
def create_remote_csv(fs, name, columns, colwidth, lines):
from hashlib import md5
from itertools import cycle, islice
hashobj = md5()
haystack = '0123456789ABCDEF'
row = ','.join([ch * colwidth for ch in islice(cycle(haystack), columns)]) + '\n'
row = row.encode('utf-8')
fsize = 0
with fs.open(name, 'wb') as f:
for _ in range(0, lines):
hashobj.update(row)
f.write(row)
fsize += len(row)
return fsize, hashobj.hexdigest()
@my_vcr.use_cassette
def test_download_single_empty_file(tempdir, azure):
with azure_teardown(azure):
name = posix(test_dir, 'remote.csv')
lines = 0 # the file should have no bytes in it
size, checksum = create_remote_csv(azure, name, 10, 5, lines)
fname = os.path.join(tempdir, 'local.csv')
# single chunk
try:
down = ADLDownloader(azure, name, fname, 1, size + 10, overwrite=True)
assert md5sum(fname) == checksum
assert os.stat(fname).st_size == size
assert linecount(fname) == lines
finally:
if os.path.isfile(fname):
os.remove(fname)
@my_vcr.use_cassette
def test_download_single_file(tempdir, azure):
with azure_teardown(azure):
name = posix(test_dir, 'remote.csv')
lines = 100
fname = os.path.join(tempdir, 'local.csv')
size, checksum = create_remote_csv(azure, name, 10, 5, lines)
try:
# single chunk
down = ADLDownloader(azure, name, fname, 1, size + 10, overwrite=True)
assert md5sum(fname) == checksum
assert os.stat(fname).st_size == size
assert linecount(fname) == lines
finally:
if os.path.isfile(fname):
os.remove(fname)
try:
# multiple chunks, one thread
down = ADLDownloader(azure, name, fname, 1, size // 5, overwrite=True)
assert md5sum(fname) == checksum
assert os.stat(fname).st_size == size
assert linecount(fname) == lines
finally:
if os.path.isfile(fname):
os.remove(fname)
@my_vcr.use_cassette
def test_download_single_to_dir(tempdir, azure):
with azure_teardown(azure):
name = posix(test_dir, 'remote.csv')
lines = 100
size, checksum = create_remote_csv(azure, name, 10, 5, lines)
fname = os.path.join(tempdir, 'remote.csv')
try:
down = ADLDownloader(azure, name, tempdir, 1, 2**24, overwrite=True)
assert md5sum(fname) == checksum
assert os.stat(fname).st_size == size
assert linecount(fname) == lines
finally:
if os.path.isfile(fname):
os.remove(fname)
@my_vcr.use_cassette
def test_download_empty_directory(tempdir, azure):
with setup_tree(azure):
down = ADLDownloader(azure, test_dir, tempdir, 1, 2 ** 24, overwrite=True)
dirname = os.path.join(tempdir, 'data/empty')
assert os.path.isdir(dirname)
@my_vcr.use_cassette
def test_download_single_file_in_directory(tempdir, azure):
with setup_tree(azure):
down = ADLDownloader(azure, test_dir, tempdir, 1, 2 ** 24, overwrite=True)
dirname = os.path.join(tempdir, 'data/single/single')
assert os.path.isdir(dirname)
assert os.path.isfile(os.path.join(dirname,'single.txt'))
@my_vcr.use_cassette
def test_download_many(tempdir, azure):
with setup_tree(azure):
down = ADLDownloader(azure, test_dir, tempdir, 1, 2**24, overwrite=True)
nfiles = 0
for dirpath, dirnames, filenames in os.walk(tempdir):
nfiles += len(filenames)
assert nfiles > 1
@my_vcr.use_cassette
def test_download_path(azure):
with setup_tree(azure):
down = ADLDownloader(
azure,
lpath="/lpath/test/testfolder",
rpath='/'/test_dir,
run=False)
for lfile, rfile in down._file_pairs:
if 'data' in lfile:
lfile = AzureDLPath(lfile)
assert lfile.as_posix().startswith('/lpath/test/testfolder/data')
@my_vcr.use_cassette
def test_download_glob(tempdir, azure):
with setup_tree(azure):
remote_path = test_dir / 'data' / 'a' / '*.csv'
down = ADLDownloader(azure, remote_path, tempdir, run=False,
overwrite=True)
file_pair_dict = dict(down._file_pairs)
assert len(file_pair_dict.keys()) == 2
lfiles = [os.path.relpath(f, tempdir) for f in file_pair_dict.keys()]
assert sorted(lfiles) == sorted(['x.csv.inprogress', 'y.csv.inprogress'])
remote_path = test_dir / 'data' / '*' / '*.csv'
down = ADLDownloader(azure, remote_path, tempdir, run=False,
overwrite=True)
file_pair_dict = dict(down._file_pairs)
assert len(file_pair_dict.keys()) == 4
lfiles = [os.path.relpath(f, tempdir) for f in file_pair_dict.keys()]
assert sorted(lfiles) == sorted([
os.path.join('a', 'x.csv.inprogress'),
os.path.join('a', 'y.csv.inprogress'),
os.path.join('b', 'x.csv.inprogress'),
os.path.join('b', 'y.csv.inprogress')])
remote_path = test_dir / 'data' / '*' / 'z.txt'
down = ADLDownloader(azure, remote_path, tempdir, run=False,
overwrite=True)
file_pair_dict = dict(down._file_pairs)
assert len(file_pair_dict.keys()) == 2
lfiles = [os.path.relpath(f, tempdir) for f in file_pair_dict.keys()]
assert sorted(lfiles) == sorted([
os.path.join('a', 'z.txt.inprogress'),
os.path.join('b', 'z.txt.inprogress')])
@my_vcr.use_cassette
def test_download_glob_single_file(tempdir, azure):
with setup_tree(azure):
print("")
remote_path = test_dir / 'data/single/single' / '*.txt'
down = ADLDownloader(azure, remote_path, tempdir, run=False,
overwrite=True)
file_pair_dict = dict(down._file_pairs)
assert len(file_pair_dict) == 1
lfiles = [os.path.relpath(f, tempdir) for f in file_pair_dict.keys()]
assert sorted(lfiles) == sorted([os.path.join('single.txt.inprogress')])
remote_path = test_dir / 'data/*/single' / 'single.txt'
down = ADLDownloader(azure, remote_path, tempdir, run=False,
overwrite=True)
file_pair_dict = dict(down._file_pairs)
assert len(file_pair_dict) == 1
lfiles = [os.path.relpath(f, tempdir) for f in file_pair_dict.keys()]
assert sorted(lfiles) == sorted([os.path.join('single','single' ,'single.txt.inprogress')])
@my_vcr.use_cassette
def test_download_overwrite(tempdir, azure):
with setup_tree(azure):
with open(os.path.join(tempdir, 'x.csv'), 'w') as f:
f.write('12345')
with pytest.raises(OSError) as e:
ADLDownloader(azure, test_dir, tempdir, 1, 2**24, run=False)
assert os.path.split(tempdir)[1] in str(e)
@my_vcr.use_cassette
def test_save_down(tempdir, azure):
with setup_tree(azure):
down = ADLDownloader(azure, test_dir, tempdir, 1, 2**24, run=False,
overwrite=True)
down.save()
alldownloads = ADLDownloader.load()
assert down.hash in alldownloads
down.save(keep=False)
alldownloads = ADLDownloader.load()
assert down.hash not in alldownloads
@pytest.fixture()
def local_files(tempdir):
filenames = [os.path.join(tempdir, f) for f in ['bigfile', 'littlefile', 'emptyfile']]
with open(filenames[0], 'wb') as f:
for char in b"0 1 2 3 4 5 6 7 8 9".split():
f.write(char * 1000)
with open(filenames[1], 'wb') as f:
f.write(b'0123456789')
with open(filenames[2], 'wb') as f: # just open an empty file and close it
f.close()
nestpath = os.path.join(tempdir, 'nested1', 'nested2')
os.makedirs(nestpath)
for filename in ['a', 'b', 'c']:
filenames.append(os.path.join(nestpath, filename))
with open(os.path.join(nestpath, filename), 'wb') as f:
f.write(b'0123456789')
yield filenames
@my_vcr.use_cassette
def test_upload_one(local_files, azure):
with azure_teardown(azure):
bigfile, littlefile, emptyfile, a, b, c = local_files
# transfer client w/ deterministic temporary directory
from azure.datalake.store.multithread import put_chunk
client = ADLTransferClient(azure, transfer=put_chunk,
unique_temporary=False)
# single chunk
up = ADLUploader(azure, test_dir / 'littlefile', littlefile, nthreads=1,
overwrite=True)
assert azure.info(test_dir / 'littlefile')['length'] == 10
# multiple chunks, one thread
size = 10000
up = ADLUploader(azure, test_dir / 'bigfile', bigfile, nthreads=1,
client=client, run=False,
overwrite=True)
up.run()
assert azure.info(test_dir / 'bigfile')['length'] == size
azure.rm(test_dir / 'bigfile')
@my_vcr.use_cassette
def test_upload_single_file_in_dir(tempdir, azure):
with azure_teardown(azure):
lpath_dir = tempdir
lfilename = os.path.join(lpath_dir, 'singlefile')
with open(lfilename, 'wb') as f:
f.write(b'0123456789')
# transfer client w/ deterministic temporary directory
from azure.datalake.store.multithread import put_chunk
client = ADLTransferClient(azure, transfer=put_chunk,
unique_temporary=False)
up = ADLUploader(azure, test_dir / 'singlefiledir', lpath_dir, nthreads=1,
overwrite=True)
assert azure.info(test_dir / 'singlefiledir' / 'singlefile')['length'] == 10
azure.rm(test_dir / 'singlefiledir' / 'singlefile')
@my_vcr.use_cassette
def test_upload_one_empty_file(local_files, azure):
with azure_teardown(azure):
bigfile, littlefile, emptyfile, a, b, c = local_files
# transfer client w/ deterministic temporary directory
from azure.datalake.store.multithread import put_chunk
client = ADLTransferClient(azure, transfer=put_chunk,
unique_temporary=False)
# single chunk, empty file
up = ADLUploader(azure, test_dir / 'emptyfile', emptyfile, nthreads=1,
overwrite=True)
assert azure.info(test_dir / 'emptyfile')['length'] == 0
azure.rm(test_dir / 'emptyfile')
@my_vcr.use_cassette
def test_upload_many(local_files, azure):
with azure_teardown(azure):
bigfile, littlefile, emptyfile, a, b, c = local_files
root = os.path.dirname(bigfile)
# single thread
up = ADLUploader(azure, test_dir, root, nthreads=1, overwrite=True)
assert azure.info(test_dir / 'littlefile')['length'] == 10
assert azure.cat(test_dir / 'nested1/nested2/a') == b'0123456789'
assert len(azure.du(test_dir, deep=True)) == 6
assert azure.du(test_dir, deep=True, total=True) == 10000 + 40
@my_vcr.use_cassette
def test_upload_glob(tempdir, azure):
for directory in ['a', 'b']:
d = os.path.join(tempdir, 'data', directory)
os.makedirs(d)
for data in ['x.csv', 'y.csv', 'z.txt']:
with open(os.path.join(d, data), 'wb') as f:
f.write(b'0123456789')
with azure_teardown(azure):
local_path = os.path.join(tempdir, 'data', 'a', '*.csv')
up = ADLUploader(azure, test_dir, local_path, run=False,
overwrite=True)
file_pair_dict = dict(up._file_pairs)
assert len(file_pair_dict.keys()) == 2
rfiles = [posix(AzureDLPath(f).relative_to(test_dir))
for f in file_pair_dict.values()]
assert sorted(rfiles) == sorted(['x.csv', 'y.csv'])
local_path = os.path.join(tempdir, 'data', '*', '*.csv')
up = ADLUploader(azure, test_dir, local_path, run=False,
overwrite=True)
file_pair_dict = dict(up._file_pairs)
assert len(file_pair_dict.keys()) == 4
rfiles = [posix(AzureDLPath(f).relative_to(test_dir))
for f in file_pair_dict.values()]
assert sorted(rfiles) == sorted([
posix('a', 'x.csv'),
posix('a', 'y.csv'),
posix('b', 'x.csv'),
posix('b', 'y.csv')])
local_path = os.path.join(tempdir, 'data', '*', 'z.txt')
up = ADLUploader(azure, test_dir, local_path, run=False,
overwrite=True)
file_pair_dict = dict(up._file_pairs)
assert len(file_pair_dict.keys()) == 2
rfiles = [posix(AzureDLPath(f).relative_to(test_dir))
for f in file_pair_dict.values()]
assert sorted(rfiles) == sorted([posix('a', 'z.txt'), posix('b', 'z.txt')])
@my_vcr.use_cassette
def test_upload_overwrite(local_files, azure):
bigfile, littlefile, emptyfile, a, b, c = local_files
with azure_teardown(azure):
# make the file already exist.
azure.touch('/{}/littlefile'.format(test_dir.as_posix()))
with pytest.raises(OSError) as e:
ADLUploader(azure, test_dir, littlefile, nthreads=1)
assert test_dir.as_posix() in str(e)
@my_vcr.use_cassette
def test_save_up(local_files, azure):
bigfile, littlefile, emptyfile, a, b, c = local_files
root = os.path.dirname(bigfile)
up = ADLUploader(azure, '', root, 1, 1000000, run=False, overwrite=True)
up.save()
alluploads = ADLUploader.load()
assert up.hash in alluploads
up.save(keep=False)
alluploads = ADLUploader.load()
assert up.hash not in alluploads
@my_vcr.use_cassette
def test_download_root_folder(azure, tempdir):
with setup_tree(azure):
rpath = AzureDLPath('/'/test_dir / 'data/single/single'/ 'single.txt')
ADLDownloader(azure, rpath=rpath, lpath=tempdir)
assert os.path.isfile(os.path.join(tempdir, 'single.txt'))
@my_vcr.use_cassette
def test_upload_empty_folder(tempdir, azure):
with azure_teardown(azure):
os.mkdir(os.path.join(tempdir, "dir1"))
os.mkdir(os.path.join(tempdir, "dir1", "b"))
with open(os.path.join(tempdir, "dir1", "file.txt"), 'wb') as f:
f.write(b'0123456789')
# transfer client w/ deterministic temporary directory
from azure.datalake.store.multithread import put_chunk
client = ADLTransferClient(azure, transfer=put_chunk,
unique_temporary=False)
# single chunk, empty file
up = ADLUploader(azure, test_dir / "dir1", os.path.join(tempdir, "dir1") , nthreads=1,
overwrite=True)
assert azure.info(test_dir / "dir1" /"b")['type'] == 'DIRECTORY'
azure.rm(test_dir / "dir1", recursive=True)
@my_vcr.use_cassette
def test_modify_acl_entries_recursive(azure):
with setup_tree(azure):
acluser = AZURE_ACL_TEST_APPID
def check_acl_perms(path, permission, isdir=False):
current_acl = azure.get_acl_status(path)
acl_user_entry = [s for s in current_acl['entries'] if acluser in s]
print(path, current_acl)
if isdir:
assert len(acl_user_entry) == 2
else:
assert len(acl_user_entry) == 1
assert acl_user_entry[0].split(':')[-1] == permission
files = list(azure.walk(test_dir))
directories = list(set([x[0] for x in map(os.path.split, files)]))
permission = "---"
azure.modify_acl_entries(test_dir, acl_spec="default:user:"+acluser+":"+permission+",user:"+acluser+":"+permission, recursive=True, number_of_sub_process=2)
for path in files:
check_acl_perms(path, permission, False)
for path in directories:
check_acl_perms(path, permission, True)
permission = "rwx"
azure.modify_acl_entries(test_dir, acl_spec="default:user:"+acluser+":"+permission+",user:"+acluser+":"+permission, recursive=True, number_of_sub_process=2)
for path in files:
check_acl_perms(path, permission, False)
for path in directories:
check_acl_perms(path, permission, True)
@my_vcr.use_cassette
def test_set_acl_recusrive(azure):
with setup_tree(azure):
acluser = AZURE_ACL_TEST_APPID
set_acl_base ="user::rwx,group::rwx,other::---,"
def check_acl_perms(path, permission):
current_acl = azure.get_acl_status(path)
acl_user_entry = [s for s in current_acl['entries'] if acluser in s]
assert len(acl_user_entry) == 1, "Path: "+path + " Acls: " + str(acl_user_entry)
assert acl_user_entry[0].split(':')[-1] == permission
files = list(azure.walk(test_dir))
directories = list(set([x[0] for x in map(os.path.split, files)]))
permission = "rwx"
azure.set_acl(test_dir, acl_spec=set_acl_base + "user:"+acluser+":"+permission, recursive=True, number_of_sub_process=2)
for path in files+directories:
check_acl_perms(path, permission)
@my_vcr.use_cassette
def test_remove_acl_entries_recursive(azure):
with setup_tree(azure):
acluser = AZURE_ACL_TEST_APPID
permission = "rwx"
azure.modify_acl_entries(test_dir, acl_spec="user:"+acluser+":"+permission+",default:user:"+acluser+":"+permission, recursive=True, number_of_sub_process=2)
files = list(azure.walk(test_dir))
directories = list(set([x[0] for x in map(os.path.split, files)]))
for path in files+directories:
current_acl = azure.get_acl_status(path)
acl_user_entry= [s for s in current_acl['entries'] if acluser in s]
assert acl_user_entry != []
azure.remove_acl_entries(test_dir, acl_spec="user:"+acluser+",default:user:"+acluser, recursive=True, number_of_sub_process=2)
for path in files+directories:
current_acl = azure.get_acl_status(path)
acl_user_entry = [s for s in current_acl['entries'] if acluser in s]
assert acl_user_entry == []
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