python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
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#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from __future__ import annotations # pylint: disable=unused-variable
import json
import logging
from pathlib import Path
import time
from typing import Dict, List, NewType, Iterable
import requests
from aistore.sdk.ais_source import AISSource
f... | aistore-master | python/aistore/sdk/bucket.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from io import BufferedWriter
from typing import NewType, Iterable
import requests
from aistore.sdk.ais_source import AISSource
from aistore.sdk.const import (
DEFAULT_CHUNK_SIZE,
HTTP_METHOD_DELETE,
HTTP_METHOD_GET,
HTTP_METHOD_H... | aistore-master | python/aistore/sdk/object.py |
from typing import List
from pydantic import BaseModel, Field
from aistore.sdk.types import BucketModel
# See ext/dsort/metric.go for cluster-side type definitions
# pylint: disable=too-few-public-methods
class TimeStats(BaseModel):
"""
Statistics for time spent on tasks
"""
total_ms: str
co... | aistore-master | python/aistore/sdk/dsort_types.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from __future__ import annotations # pylint: disable=unused-variable
import itertools
import logging
from datetime import datetime
from typing import List, Dict
import time
from aistore.sdk.bucket import Bucket
from aistore.sdk.const import (
... | aistore-master | python/aistore/sdk/job.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
from __future__ import annotations # pylint: disable=unused-variable
from aistore.sdk.bucket import Bucket
from aistore.sdk.const import (
PROVIDER_AIS,
)
from aistore.sdk.cluster import Cluster
from aistore.sdk.dsort import Dsort
from aisto... | aistore-master | python/aistore/sdk/client.py |
from aistore.sdk.client import Client
from aistore.sdk.list_object_flag import ListObjectFlag
from aistore.sdk.bucket import Bucket
from aistore.sdk.namespace import Namespace
| aistore-master | python/aistore/sdk/__init__.py |
from __future__ import annotations
from enum import Enum
from typing import List
class ListObjectFlag(Enum):
"""
Flags to pass when listing objects in a bucket.
See api/apc/lsmsg.go
"""
CACHED = 0
ALL = 1
DELETED = 2
ARCH_DIR = 3
NAME_ONLY = 4
NAME_SIZE = 5
DONT_HEAD_REMO... | aistore-master | python/aistore/sdk/list_object_flag.py |
# Defaults
DEFAULT_ETL_COMM = "hpush"
DEFAULT_ETL_TIMEOUT = "5m"
DEFAULT_ETL_RUNTIME = "python3.8v2"
# ETL comm types
# ext/etl/api.go Hpush
ETL_COMM_HPUSH = "hpush"
# ext/etl/api.go Hpull
ETL_COMM_HPULL = "hpull"
# ext/etl/api.go Hrev
ETL_COMM_HREV = "hrev"
# ext/etl/api.go HpushStdin
ETL_COMM_IO = "io"
ETL_COMM_COD... | aistore-master | python/aistore/sdk/etl_const.py |
#
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
from __future__ import annotations # pylint: disable=unused-variable
import base64
from typing import Any, Mapping, List, Optional, Dict
import msgspec
from pydantic import BaseModel, validator
from aistore.sdk.namespace import Namespace
from ... | aistore-master | python/aistore/sdk/types.py |
import json
import logging
import time
from typing import Dict
from aistore.sdk.const import (
HTTP_METHOD_POST,
URL_PATH_DSORT,
HTTP_METHOD_GET,
DEFAULT_DSORT_WAIT_TIMEOUT,
HTTP_METHOD_DELETE,
DSORT_ABORT,
DSORT_UUID,
)
from aistore.sdk.dsort_types import JobInfo
from aistore.sdk.errors im... | aistore-master | python/aistore/sdk/dsort.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
from abc import ABC, abstractmethod
from typing import Iterable
# pylint: disable=too-few-public-methods
class AISSource(ABC):
"""
Interface for all AIS class types providing access to AIS objects via URLs
"""
@abstractmethod
def ... | aistore-master | python/aistore/sdk/ais_source.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from pathlib import Path
from typing import Iterator, Type, TypeVar
import braceexpand
import humanize
from msgspec import msgpack
import pydantic.tools
import requests
from pydantic import BaseModel, parse_raw_as
from requests import Response
f... | aistore-master | python/aistore/sdk/utils.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from __future__ import annotations # pylint: disable=unused-variable
from typing import List, Optional
from aistore.sdk.const import (
HTTP_METHOD_GET,
ACT_LIST,
PROVIDER_AIS,
QPARAM_WHAT,
QPARAM_PRIMARY_READY_REB,
QPARAM... | aistore-master | python/aistore/sdk/cluster.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from typing import Optional, List, Callable
from aistore.sdk.types import BucketEntry
# pylint: disable=unused-variable
class ObjectIterator:
"""
Represents an iterable that will fetch all objects from a bucket, querying as needed with ... | aistore-master | python/aistore/sdk/object_iterator.py |
from typing import Dict
from requests.structures import CaseInsensitiveDict
from aistore.sdk.const import (
HEADER_CONTENT_LENGTH,
AIS_CHECKSUM_TYPE,
AIS_CHECKSUM_VALUE,
AIS_ACCESS_TIME,
AIS_VERSION,
AIS_CUSTOM_MD,
)
# pylint: disable=too-few-public-methods
class ObjectAttributes:
"""
... | aistore-master | python/aistore/sdk/object_attributes.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
class AISError(Exception):
"""
Raised when an error is encountered from a query to the AIS cluster
"""
def __init__(self, status_code: int, message: str):
self.status_code = status_code
self.message = message
... | aistore-master | python/aistore/sdk/errors.py |
from pydantic import BaseModel
class Namespace(BaseModel):
"""
A bucket namespace defined by the uuid of the cluster and a name
"""
uuid: str = ""
name: str = ""
def get_path(self) -> str:
"""
Get the AIS-style path representation of the string -- @uuid#name
Returns:... | aistore-master | python/aistore/sdk/namespace.py |
from typing import Iterator
import requests
from requests.structures import CaseInsensitiveDict
from aistore.sdk.const import DEFAULT_CHUNK_SIZE
from aistore.sdk.object_attributes import ObjectAttributes
class ObjectReader:
"""
Represents the data returned by the API when getting an object, including access... | aistore-master | python/aistore/sdk/object_reader.py |
#
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
HEADERS_KW = "headers"
# Standard Header Keys
HEADER_ACCEPT = "Accept"
HEADER_USER_AGENT = "User-Agent"
HEADER_CONTENT_TYPE = "Content-Type"
HEADER_CONTENT_LENGTH = "Content-Length"
# Standard Header Values
USER_AGENT_BASE = "ais/python"
JSON_CONT... | aistore-master | python/aistore/sdk/const.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
from abc import abstractmethod, ABC
from typing import Iterator, Dict
class ObjectCollection(ABC):
"""
Abstract class for collections of object names
"""
@abstractmethod
def get_value(self) -> Dict[str, any]:
"""
... | aistore-master | python/aistore/sdk/multiobj/object_collection.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
import logging
from typing import List, Iterable
from aistore.sdk.ais_source import AISSource
from aistore.sdk.const import (
HTTP_METHOD_DELETE,
HTTP_METHOD_POST,
HTTP_METHOD_PUT,
ACT_DELETE_OBJECTS,
ACT_PREFETCH_OBJECTS,
ACT_E... | aistore-master | python/aistore/sdk/multiobj/object_group.py |
from aistore.sdk.multiobj.object_collection import ObjectCollection
from aistore.sdk.multiobj.object_template import ObjectTemplate
from aistore.sdk.multiobj.object_range import ObjectRange
from aistore.sdk.multiobj.object_names import ObjectNames
from aistore.sdk.multiobj.object_group import ObjectGroup
| aistore-master | python/aistore/sdk/multiobj/__init__.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
from typing import List, Iterator, Dict
from aistore.sdk.multiobj.object_collection import ObjectCollection
class ObjectNames(ObjectCollection):
"""
A collection of object names, provided as a list of strings
Args:
names (List[s... | aistore-master | python/aistore/sdk/multiobj/object_names.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
from typing import Dict, Iterator
from aistore.sdk import utils
from aistore.sdk.multiobj.object_collection import ObjectCollection
class ObjectTemplate(ObjectCollection):
"""
A collection of object names specified by a template in the bash ... | aistore-master | python/aistore/sdk/multiobj/object_template.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
from typing import Iterator
from aistore.sdk import utils
from aistore.sdk.errors import InvalidObjectRangeIndex
from aistore.sdk.multiobj.object_collection import ObjectCollection
# pylint: disable=unused-variable,too-few-public-methods
class Object... | aistore-master | python/aistore/sdk/multiobj/object_range.py |
from aistore.pytorch.aisio import (
AISFileListerIterDataPipe as AISFileLister,
AISFileLoaderIterDataPipe as AISFileLoader,
AISSourceLister,
)
from aistore.pytorch.dataset import AISDataset
| aistore-master | python/aistore/pytorch/__init__.py |
"""
AIS IO Datapipe
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
from typing import Iterator, Tuple, List
from torch.utils.data.dataset import T_co
from torchdata.datapipes import functional_datapipe
from torchdata.datapipes.iter import IterDataPipe
from torchdata.datapipes.utils import Stre... | aistore-master | python/aistore/pytorch/aisio.py |
"""
AIS Plugin for PyTorch
PyTorch Dataset and DataLoader for AIS.
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
from typing import List, Union
from torch.utils.data import Dataset
from aistore.sdk import Client
from aistore.pytorch.utils import list_objects_info
# pylint: disable=too-few-p... | aistore-master | python/aistore/pytorch/dataset.py |
"""
Utils for AIS PyTorch Plugin
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
from typing import List, Mapping, Tuple
from urllib.parse import urlparse, urlunparse
from aistore.sdk import Client
def parse_url(url: str) -> Tuple[str, str, str]:
"""
Parse AIS urls for bucket and objec... | aistore-master | python/aistore/pytorch/utils.py |
from setuptools import setup, find_packages
setup(
name="pyaisloader",
version="0.0.1",
entry_points={
"console_scripts": [
"pyaisloader=pyaisloader.main:main",
],
},
packages=find_packages(include=["pyaisloader", "pyaisloader.*"]),
install_requires=[
"colora... | aistore-master | python/pyaisloader/setup.py |
import itertools
import random
import time
from aistore.sdk.const import PROVIDER_AIS
from pyaisloader.utils.bucket_utils import (
add_one_object,
bucket_exists,
bucket_obj_count,
bucket_size,
)
from pyaisloader.utils.cli_utils import (
bold,
confirm_continue,
print_caution,
print_in_p... | aistore-master | python/pyaisloader/pyaisloader/benchmark.py |
aistore-master | python/pyaisloader/pyaisloader/__init__.py | |
import os
from aistore import Client
ENDPOINT = os.environ["AIS_ENDPOINT"]
client = Client(ENDPOINT)
| aistore-master | python/pyaisloader/pyaisloader/client_config.py |
import argparse
import pkg_resources
from pyaisloader.benchmark import PutGetMixedBenchmark, ListBenchmark
from pyaisloader.const import PROVIDERS
from pyaisloader.client_config import client
from pyaisloader.utils.parse_utils import parse_size, parse_time
from pyaisloader.utils.print_utils import bold
VERSION = pk... | aistore-master | python/pyaisloader/pyaisloader/main.py |
from aistore.sdk.const import PROVIDER_AIS, PROVIDER_AMAZON, PROVIDER_GOOGLE
BOLD = "\033[1m"
UNDERLINE = "\033[4m"
END = "\033[0m"
PROVIDERS = {
"ais": PROVIDER_AIS,
"aws": PROVIDER_AMAZON,
"gcp": PROVIDER_GOOGLE,
"gs": PROVIDER_GOOGLE,
"s3": PROVIDER_AMAZON,
}
BOOLEAN_VALUES = {"false": False, ... | aistore-master | python/pyaisloader/pyaisloader/const.py |
import sys
from tabulate import tabulate
from colorama import Back, Fore, Style
from pyaisloader.const import BOLD, END, UNDERLINE
from pyaisloader.utils.parse_utils import format_size, format_time
def bold(msg):
return f"{BOLD}{msg}{END}"
def underline(msg):
return f"{UNDERLINE}{msg}{END}"
def print_s... | aistore-master | python/pyaisloader/pyaisloader/utils/cli_utils.py |
import os
import random
import string
def generate_random_str():
chars = string.ascii_letters + string.digits
return "".join(random.choice(chars) for _ in range(5))
def generate_bytes(min_size, max_size):
size = random.randint(min_size, max_size)
content = os.urandom(size)
return content, size
| aistore-master | python/pyaisloader/pyaisloader/utils/random_utils.py |
from colorama import Back, Fore, Style
from pyaisloader.const import BOLD, END, UNDERLINE
from pyaisloader.utils.cli_utils import terminate
def bold(msg):
return f"{BOLD}{msg}{END}"
def underline(msg):
return f"{UNDERLINE}{msg}{END}"
def print_sep():
print("\n" + "=" * 101)
def confirm_continue():
... | aistore-master | python/pyaisloader/pyaisloader/utils/print_utils.py |
import humanfriendly
import pendulum
from pyaisloader.const import BOOLEAN_VALUES
def parse_time(time_str):
return humanfriendly.parse_timespan(time_str)
def parse_size(size_str):
return humanfriendly.parse_size(size_str)
def format_time(duration):
d = pendulum.duration(seconds=duration)
if d.mi... | aistore-master | python/pyaisloader/pyaisloader/utils/parse_utils.py |
from requests.exceptions import HTTPError
from pyaisloader.utils.print_utils import (
print_caution,
print_in_progress,
print_success,
)
from pyaisloader.utils.random_utils import generate_bytes
def bucket_exists(bucket):
try:
bucket.head()
return True
except HTTPError:
re... | aistore-master | python/pyaisloader/pyaisloader/utils/bucket_utils.py |
aistore-master | python/pyaisloader/pyaisloader/utils/__init__.py | |
import concurrent.futures
from requests.exceptions import HTTPError
def bucket_exists(bucket):
try:
bucket.head()
return True
except HTTPError:
return False
def bucket_size(bck):
return int(bck.summary()["TotalSize"]["size_on_disk"])
def bucket_obj_count(bck):
summary = bck... | aistore-master | python/pyaisloader/pyaisloader/utils/concurrency_utils.py |
from tabulate import tabulate
from pyaisloader.const import BOLD, END
from pyaisloader.utils.parse_utils import format_size, format_time
def combine_results(results, num_workers):
result = {
"ops": sum(r["ops"] for r in results),
"bytes": sum(r["bytes"] for r in results),
"time": sum(r["t... | aistore-master | python/pyaisloader/pyaisloader/utils/stat_utils.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring
import io
import logging
import unittest
import boto3
from moto import mock_s3
from botocore.exceptions import ClientError
from aistore.sdk.const import UTF_ENCODING
from tests import (
AWS_ACCESS_K... | aistore-master | python/tests/botocore_common.py |
import os
AWS_SESSION_TOKEN = os.environ.get("AWS_SESSION_TOKEN", "testing")
AWS_DEFAULT_REGION = os.environ.get("AWS_DEFAULT_REGION", "us-east-1")
AWS_SECRET_ACCESS_KEY = os.environ.get("AWS_SECRET_ACCESS_KEY", "testing")
AWS_ACCESS_KEY_ID = os.environ.get("AWS_ACCESS_KEY_ID", "testing")
AWS_SECURITY_TOKEN = os.envir... | aistore-master | python/tests/__init__.py |
import os
import random
import shutil
import string
import tempfile
from pathlib import Path
from aistore.sdk import Client
from aistore.sdk.const import UTF_ENCODING
from aistore.sdk.errors import ErrBckNotFound
# pylint: disable=unused-variable
def random_string(length: int = 10):
return "".join(random.choices... | aistore-master | python/tests/utils.py |
aistore-master | python/tests/unit/__init__.py | |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring,import-outside-toplevel,unused-import
from tests.botocore_common import BotocoreBaseTest
# pylint: disable=unused-variable
class UnpatchedTestCase(BotocoreBaseTest):
"""
Our control case.
W... | aistore-master | python/tests/unit/botocore_patch/test_botocore_noredirects_unpatched.py |
aistore-master | python/tests/unit/botocore_patch/__init__.py | |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring
import logging
import wrapt
# Patch moto - an S3 stubbing library - to
# issue redirects for us.
# When running tests, fake HTTP redirects
# for the following.
#
# Not all response operatons found in mo... | aistore-master | python/tests/unit/botocore_patch/mock_s3_redirect.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring,import-outside-toplevel,unused-import
from tests.botocore_common import BotocoreBaseTest
# pylint: disable=unused-variable
class PatchedRedirectingTestCase(BotocoreBaseTest):
"""
This directly t... | aistore-master | python/tests/unit/botocore_patch/test_botocore_redirects_patched.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring,import-outside-toplevel,unused-import
from tests.botocore_common import BotocoreBaseTest
# pylint: disable=unused-variable
class UnpatchedRedirectingTestCase(BotocoreBaseTest):
"""
Another contr... | aistore-master | python/tests/unit/botocore_patch/test_botocore_redirects_unpatched.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring,import-outside-toplevel,unused-import
from tests.botocore_common import BotocoreBaseTest
# pylint: disable=unused-variable
class PatchedTestCase(BotocoreBaseTest):
"""
A passthrough test to chec... | aistore-master | python/tests/unit/botocore_patch/test_botocore_noredirects_patched.py |
import unittest
from typing import Dict, List
from unittest.mock import Mock, patch, call
from aistore.sdk.const import (
QPARAM_WHAT,
QPARAM_FORCE,
HTTP_METHOD_GET,
HTTP_METHOD_PUT,
WHAT_ONE_XACT_STATUS,
URL_PATH_CLUSTER,
ACT_START,
WHAT_QUERY_XACT_STATS,
)
from aistore.sdk.errors impo... | aistore-master | python/tests/unit/sdk/test_job.py |
import json
import unittest
from unittest.mock import Mock, patch, mock_open
from msgspec import msgpack
from requests import Response
from aistore.sdk import utils
from aistore.sdk.const import MSGPACK_CONTENT_TYPE, HEADER_CONTENT_TYPE
from aistore.sdk.errors import (
AISError,
ErrRemoteBckNotFound,
ErrB... | aistore-master | python/tests/unit/sdk/test_utils.py |
import unittest
from unittest.mock import Mock
from aistore.sdk.object_iterator import ObjectIterator
from aistore.sdk.types import BucketEntry
class TestObjectIterator(unittest.TestCase): # pylint: disable=unused-variable
def setUp(self) -> None:
self.callable_resp = Mock()
self.callable_resp.c... | aistore-master | python/tests/unit/sdk/test_object_iterator.py |
import base64
import unittest
from unittest.mock import Mock
from unittest.mock import patch
import cloudpickle
import aistore
from aistore.sdk.const import (
HTTP_METHOD_PUT,
HTTP_METHOD_GET,
HTTP_METHOD_POST,
HTTP_METHOD_DELETE,
URL_PATH_ETL,
UTF_ENCODING,
)
from aistore.sdk.etl_const import... | aistore-master | python/tests/unit/sdk/test_etl.py |
aistore-master | python/tests/unit/sdk/__init__.py | |
import unittest
from aistore.sdk import ListObjectFlag
from tests.unit.sdk.test_utils import test_cases
# pylint: disable=unused-variable
class TestListObjectFlag(unittest.TestCase):
@test_cases(
([], 0),
([ListObjectFlag.ALL], 2),
([ListObjectFlag.ONLY_REMOTE_PROPS], 1024),
([Lis... | aistore-master | python/tests/unit/sdk/test_list_object_flag.py |
import unittest
from unittest import mock
from unittest.mock import Mock, call, patch
from aistore.sdk.ais_source import AISSource
from aistore.sdk.bucket import Bucket, Header
from aistore.sdk.etl_const import DEFAULT_ETL_TIMEOUT
from aistore.sdk.object_iterator import ObjectIterator
from aistore.sdk import ListObjec... | aistore-master | python/tests/unit/sdk/test_bucket.py |
import unittest
from typing import List, Optional
from unittest.mock import Mock, create_autospec
from aistore.sdk.bucket import Bucket
from aistore.sdk.cluster import Cluster
from aistore.sdk.const import (
HTTP_METHOD_GET,
QPARAM_WHAT,
QPARAM_PROVIDER,
ACT_LIST,
PROVIDER_AIS,
WHAT_SMAP,
U... | aistore-master | python/tests/unit/sdk/test_cluster.py |
import unittest
from unittest.mock import Mock, patch, mock_open
from requests import Response
from requests.structures import CaseInsensitiveDict
from aistore.sdk.ais_source import AISSource
from aistore.sdk.const import (
HTTP_METHOD_HEAD,
DEFAULT_CHUNK_SIZE,
HTTP_METHOD_GET,
QPARAM_ARCHPATH,
QP... | aistore-master | python/tests/unit/sdk/test_object.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
import unittest
from aistore.sdk import Client
from aistore.sdk.cluster import Cluster
from aistore.sdk.etl import Etl
from aistore.sdk.request_client import RequestClient
from aistore.sdk.types import Namespace
from aistore.sdk.job import Job
... | aistore-master | python/tests/unit/sdk/test_client.py |
import unittest
from unittest.mock import patch, Mock
from requests import Response
from aistore.sdk.const import (
JSON_CONTENT_TYPE,
HEADER_USER_AGENT,
USER_AGENT_BASE,
HEADER_CONTENT_TYPE,
)
from aistore.sdk.request_client import RequestClient
from aistore.version import __version__ as sdk_version
... | aistore-master | python/tests/unit/sdk/test_request_client.py |
import unittest
from typing import Dict
from unittest.mock import Mock, patch, mock_open, call
from aistore.sdk.const import (
URL_PATH_DSORT,
HTTP_METHOD_POST,
DSORT_ABORT,
HTTP_METHOD_DELETE,
DSORT_UUID,
HTTP_METHOD_GET,
)
from aistore.sdk.dsort import Dsort
from aistore.sdk.dsort_types impor... | aistore-master | python/tests/unit/sdk/test_dsort.py |
import unittest
from unittest.mock import patch
from aistore.sdk.multiobj import ObjectTemplate
# pylint: disable=unused-variable
class TestObjectTemplate(unittest.TestCase):
def setUp(self):
self.template_str = "prefix-{1..6..2}-gap-{12..14..1}-suffix"
self.obj_range_template = ObjectTemplate(se... | aistore-master | python/tests/unit/sdk/multiobj/test_object_template.py |
aistore-master | python/tests/unit/sdk/multiobj/__init__.py | |
import unittest
from aistore.sdk.errors import InvalidObjectRangeIndex
from aistore.sdk.multiobj import ObjectRange
from tests.unit.sdk.test_utils import test_cases
# pylint: disable=unused-variable
class TestObjectRange(unittest.TestCase):
def setUp(self):
self.prefix = "prefix-"
self.suffix = "... | aistore-master | python/tests/unit/sdk/multiobj/test_object_range.py |
import unittest
from unittest.mock import Mock, patch, call
from aistore.sdk import Bucket
from aistore.sdk.const import (
HTTP_METHOD_DELETE,
ACT_DELETE_OBJECTS,
ACT_EVICT_OBJECTS,
HTTP_METHOD_POST,
ACT_PREFETCH_OBJECTS,
ACT_COPY_OBJECTS,
ACT_TRANSFORM_OBJECTS,
ACT_ARCHIVE_OBJECTS,
... | aistore-master | python/tests/unit/sdk/multiobj/test_object_group.py |
import unittest
from aistore.sdk.multiobj import ObjectNames
# pylint: disable=unused-variable
class TestObjectNames(unittest.TestCase):
def setUp(self):
self.name_list = ["obj-1", "obj-2"]
self.obj_names = ObjectNames(self.name_list)
def test_get_value(self):
self.assertEqual({"objn... | aistore-master | python/tests/unit/sdk/multiobj/test_object_names.py |
aistore-master | python/tests/unit/pytorch/__init__.py | |
import unittest
from unittest.mock import Mock
from torch.utils.data import IterDataPipe
from aistore.pytorch.aisio import AISSourceLister
from aistore.sdk.ais_source import AISSource
class TestDataPipes(unittest.TestCase):
def test_source_lister(self):
ais_source_1 = Mock(AISSource)
ais_source_... | aistore-master | python/tests/unit/pytorch/test_datapipes.py |
import os
from aistore.sdk.const import PROVIDER_AIS
CLUSTER_ENDPOINT = os.environ.get("AIS_ENDPOINT", "http://localhost:8080")
REMOTE_BUCKET = os.environ.get("BUCKET", "")
REMOTE_SET = REMOTE_BUCKET != "" and not REMOTE_BUCKET.startswith(PROVIDER_AIS + ":")
TEST_TIMEOUT = 30
TEST_TIMEOUT_LONG = 120
OBJECT_COUNT = 10... | aistore-master | python/tests/integration/__init__.py |
#
# Copyright (c) 2018-2022, NVIDIA CORPORATION. All rights reserved.
#
# pylint: disable=missing-module-docstring,import-outside-toplevel,unused-import
from tests.botocore_common import BotocoreBaseTest
from tests.integration import CLUSTER_ENDPOINT
# pylint: disable=unused-variable
class IntegrationTestCase(Botocor... | aistore-master | python/tests/integration/botocore_patch/test_botocore.py |
aistore-master | python/tests/integration/botocore_patch/__init__.py | |
#
# Copyright (c) 2018-2023, NVIDIA CORPORATION. All rights reserved.
#
import unittest
from pathlib import Path
import requests
from aistore.sdk import ListObjectFlag
from aistore.sdk.const import PROVIDER_AIS, UTF_ENCODING
from aistore.sdk.errors import InvalidBckProvider, AISError, ErrBckNotFound
from tests.integ... | aistore-master | python/tests/integration/sdk/test_bucket_ops.py |
aistore-master | python/tests/integration/sdk/__init__.py | |
import io
import json
import shutil
import tarfile
import unittest
from pathlib import Path
from aistore import Client
from tests.integration import CLUSTER_ENDPOINT, TEST_TIMEOUT
from tests.unit.sdk.test_utils import test_cases
from tests.utils import random_string
class TestDsortOps(unittest.TestCase):
def set... | aistore-master | python/tests/integration/sdk/test_dsort_ops.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
from itertools import cycle
import unittest
import hashlib
import sys
import time
import pytest
from aistore.sdk import Client, Bucket
from aistore.sdk.etl_const import ETL_COMM_HPUSH, ETL_COMM_IO
from aistore.sdk.errors import AISError
from ais... | aistore-master | python/tests/integration/sdk/test_etl_ops.py |
import unittest
from aistore.sdk.const import PROVIDER_AIS
from aistore import Client
from tests.integration import (
REMOTE_SET,
REMOTE_BUCKET,
CLUSTER_ENDPOINT,
OBJECT_COUNT,
TEST_TIMEOUT_LONG,
)
from tests.utils import random_string, destroy_bucket, create_and_put_objects
class RemoteEnabledT... | aistore-master | python/tests/integration/sdk/remote_enabled_test.py |
#
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
import hashlib
import unittest
import tarfile
import io
import pytest
from aistore.sdk.const import PROVIDER_AIS
from aistore.sdk.errors import InvalidBckProvider
from tests.integration import REMOTE_SET, TEST_TIMEOUT, OBJECT_COUNT
from tests.integrat... | aistore-master | python/tests/integration/sdk/test_object_group_ops.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
# Default provider is AIS, so all Cloud-related tests are skipped.
import unittest
from aistore.sdk import Client
from aistore.sdk.const import ACT_COPY_OBJECTS
from tests.integration import CLUSTER_ENDPOINT
from tests.utils import random_string... | aistore-master | python/tests/integration/sdk/test_cluster_ops.py |
#
# Copyright (c) 2018-2023, NVIDIA CORPORATION. All rights reserved.
#
import unittest
from tests.integration.sdk.remote_enabled_test import RemoteEnabledTest
from tests.integration import REMOTE_SET, TEST_TIMEOUT, OBJECT_COUNT
class TestJobOps(RemoteEnabledTest): # pylint: disable=unused-variable
def test_job... | aistore-master | python/tests/integration/sdk/test_job_ops.py |
#
# Copyright (c) 2018-2023, NVIDIA CORPORATION. All rights reserved.
#
import random
import unittest
from pathlib import Path
from aistore.sdk.const import AIS_VERSION, HEADER_CONTENT_LENGTH, UTF_ENCODING
from aistore.sdk import Client
from tests.utils import (
create_and_put_object,
random_string,
destr... | aistore-master | python/tests/integration/sdk/test_object_ops.py |
aistore-master | python/tests/integration/pytorch/__init__.py | |
"""
Test class for AIStore PyTorch Plugin
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
import unittest
import torchdata.datapipes.iter as torch_pipes
from aistore.sdk import Client
from aistore.sdk.errors import AISError, ErrBckNotFound
from aistore.pytorch import AISFileLister, AISFileLoader... | aistore-master | python/tests/integration/pytorch/test_pytorch_plugin.py |
from unittest import TestCase
import boto3
# pylint: disable=unused-import,unused-variable
from aistore.botocore_patch import botocore
from aistore.sdk.const import UTF_ENCODING
from tests import AWS_ACCESS_KEY_ID, AWS_SESSION_TOKEN, AWS_SECRET_ACCESS_KEY
from tests.integration import CLUSTER_ENDPOINT
from tests.int... | aistore-master | python/tests/integration/boto3/test_bucket_ops.py |
import os
NUM_BUCKETS = os.environ.get("BOTOTEST_NUM_BUCKETS", 10)
NUM_OBJECTS = os.environ.get("BOTOTEST_NUM_OBJECTS", 20)
OBJECT_LENGTH = os.environ.get("BOTOTEST_OBJECT_LENGTH", 1000)
AWS_REGION = os.environ.get("AWS_DEFAULT_REGION", "us-east-1")
| aistore-master | python/tests/integration/boto3/__init__.py |
#
# The functions in this file are modified under the Apache 2.0 license as provided by minio
# The original code can be found at https://github.com/minio/minio-py
#
# MinIO Python Library for Amazon S3 Compatible Cloud Storage,
# (C) 2015, 2016, 2017, 2018 MinIO, Inc.
#
# Licensed under the Apache License, Version 2.0... | aistore-master | python/tests/s3compat/minio_helpers.py |
#
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
import os
import minio_helpers
import tests as minio_test
# pylint: disable=unused-variable,undefined-variable
run_all = os.getenv("S3_COMPAT_RUN_ALL", "True").lower() in ("true", "t", 1)
strict = os.getenv("S3_COMPAT_STRICT", "False").lower() in... | aistore-master | python/tests/s3compat/run_tests.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# MinIO Python Library for Amazon S3 Compatible Cloud Storage,
# (C) 2015, 2016, 2017, 2018 MinIO, Inc.
#
# 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 Lice... | aistore-master | python/tests/s3compat/tests.py |
"""
ETL to convert images to numpy arrays.
Communication Type: hpush://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
from aistore import Client
import numpy as np
import cv2
client = Client(
"http://192.168.49.2:8080"
) # ip addr of aistore cluster (in k8s or minikube)
def transform(in... | aistore-master | python/examples/ais-etl/etl_convert_img_to_npy.py |
"""
ETL to transform images using torchvision.
Communication Type: hpush://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
import io
from torchvision import transforms
from PIL import Image
import torch
import numpy as np
from aistore import Client
from aistore.sdk import Bucket
client = Clie... | aistore-master | python/examples/ais-etl/etl_torchvision_hpush.py |
"""
ETL to calculate md5 of an object.
Communication Type: io://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
from aistore import Client
import hashlib
import sys
from aistore.sdk import Bucket
from aistore.sdk.etl_const import ETL_COMM_IO
client = Client("http://192.168.49.2:8080")
def et... | aistore-master | python/examples/ais-etl/etl_md5_io.py |
"""
ETL to calculate md5 of an object.
Communication Type: hpush://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
import hashlib
from aistore import Client
from aistore.sdk import Bucket
client = Client("http://192.168.49.2:8080")
def transform(input_bytes):
md5 = hashlib.md5()
md5.u... | aistore-master | python/examples/ais-etl/etl_md5_hpush.py |
"""
ETL to calculate md5 of an object with streaming.
Communication Type: hpush://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
import hashlib
from aistore import Client
from aistore.sdk import Bucket
client = Client("http://192.168.49.2:8080")
def transform(reader, writer):
checksum = ... | aistore-master | python/examples/ais-etl/etl_md5_hpush_streaming.py |
"""
ETL to transform images using torchvision.
Communication Type: io://
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""
import io
import sys
from torchvision import transforms
from PIL import Image
from aistore import Client
from aistore.sdk import Bucket
from aistore.sdk.const import ETL_COMM... | aistore-master | python/examples/ais-etl/etl_torchvision_io.py |
import io
import os
import torchvision
import webdataset as wds
from PIL import Image
from aistore.sdk import Client
from torch.utils.data import IterableDataset
from torch.utils.data.dataset import T_co
AIS_ENDPOINT = os.getenv("AIS_ENDPOINT")
bucket_name = "images"
etl_name = "wd-transform"
def show_image(image_d... | aistore-master | docs/examples/aisio_webdataset/etl_webdataset.py |
import os
import torchvision
from aistore.pytorch import AISSourceLister
from aistore.sdk import Client
import webdataset as wds
AIS_ENDPOINT = os.getenv("AIS_ENDPOINT")
client = Client(AIS_ENDPOINT)
bucket_name = "images"
etl_name = "wd-transform"
def show_image_tensor(image_data):
transform = torchvision.tr... | aistore-master | docs/examples/aisio_webdataset/pytorch_webdataset.py |
import os
from pathlib import Path
from aistore.sdk import Client
import webdataset as wds
AIS_ENDPOINT = os.getenv("AIS_ENDPOINT")
bucket_name = "images"
def parse_annotations(annotations_file):
classes = {}
# Parse the annotations file into a dictionary from file name -> pet class
with open(annotatio... | aistore-master | docs/examples/aisio_webdataset/load_webdataset_example.py |
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