Skip to main content

Execution helpers for simplified usage of subprocess and ssh.

Project description

exec-helpers

https://travis-ci.org/python-useful-helpers/exec-helpers.svg?branch=master https://dev.azure.com/python-useful-helpers/exec-helpers/_apis/build/status/python-useful-helpers.exec-helpers?branchName=master https://coveralls.io/repos/github/python-useful-helpers/exec-helpers/badge.svg?branch=master Documentation Status https://img.shields.io/pypi/v/exec-helpers.svg https://img.shields.io/pypi/pyversions/exec-helpers.svg https://img.shields.io/pypi/status/exec-helpers.svg https://img.shields.io/github/license/python-useful-helpers/exec-helpers.svg https://img.shields.io/badge/code%20style-black-000000.svg

Execution helpers for simplified usage of subprocess and ssh. Why another subprocess wrapper and why no clear paramiko?

Historically paramiko offers good ssh client, but with specific limitations: you can call command with timeout, but without receiving return code, or call command and wait for return code, but without timeout processing.

In the most cases, we are need just simple SSH client with comfortable API for calls, calls via SSH proxy and checking return code/stderr. This library offers this functionality with connection memorizing, deadlock free polling and friendly result objects (with inline decoding of YAML, JSON, binary or just strings). In addition this library offers the same API for subprocess calls, but with specific limitation: no parallel calls (for protection from race conditions).

Pros:

Python 3.5
Python 3.6
Python 3.7
PyPy3 3.5+

This package includes:

  • SSHClient - historically the first one helper, which used for SSH connections and requires memorization due to impossibility of connection close prediction. Several API calls for sFTP also presents.

  • SSHAuth - class for credentials storage. SSHClient does not store credentials as-is, but uses SSHAuth for it. Objects of this class can be copied between ssh connection objects, also it used for execute_through_host.

  • Subprocess - subprocess.Popen wrapper with timeouts, polling and almost the same API, as SSHClient (except specific flags, like cwd for subprocess and get_tty for ssh).

  • async_api.Subprocess - the same, as Subprocess helper, but works with asyncio. .. note:: for Windows ProactorEventLoop or another non-standard event loop should be used!

  • ExecResult - class for execution results storage. Contains exit code, stdout, stderr and getters for decoding as JSON, YAML, string, bytearray and brief strings (up to 7 lines).

  • ExitCodes - enumerator for standard Linux exit codes. BASH return codes (broduced from signal codes) also available.

Usage

SSHClient

Basic initialization of SSHClient can be done without construction of specific objects:

client = exec_helpers.SSHClient(host, username="username", password="password")

If ssh agent is running - keys will be collected by paramiko automatically, but if keys are in specific location - it should be loaded manually and provided as iterable object of paramiko.RSAKey.

For advanced cases or re-use of credentials, SSHAuth object should be used. It can be collected from connection object via property auth.

Creation from scratch:

auth = exec_helpers.SSHAuth(
    username='username',  # type: typing.Optional[str]
    password='password',  # type: typing.Optional[str]
    key=None,  # type: typing.Optional[paramiko.RSAKey]
    keys=None,  # type: typing.Optional[typing.Iterable[paramiko.RSAKey]],
    key_filename=None,  # type: typing.Union[typing.List[str], str, None]
    passphrase=None,  # type: typing.Optional[str]
)

Key is a main connection key (always tried first) and keys are alternate keys. Key filename is afilename or list of filenames with keys, which should be loaded. Passphrase is an alternate password for keys, if it differs from main password. If main key now correct for username - alternate keys tried, if correct key found - it became main. If no working key - password is used and None is set as main key.

Context manager is available, connection is closed and lock is released on exit from context.

Subprocess

No initialization required. Context manager is available, subprocess is killed and lock is released on exit from context.

Base methods

Main methods are execute, check_call and check_stderr for simple executing, executing and checking return code and executing, checking return code and checking for empty stderr output. This methods are almost the same for SSHCleint and Subprocess, except specific flags.

result = helper.execute(
    command,  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: typing.Union[int, float, None]
    **kwargs
)
result = helper.check_call(
    command,  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: type: typing.Union[int, float, None]
    error_info=None,  # type: typing.Optional[str]
    expected=None,  # type: typing.Optional[typing.Iterable[int]]
    raise_on_err=True,  # type: bool
    # Keyword only:
    exception_class=CalledProcessError,  # typing.Type[CalledProcessError]
    **kwargs
)
result = helper.check_stderr(
    command,  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: type: typing.Union[int, float, None]
    error_info=None,  # type: typing.Optional[str]
    raise_on_err=True,  # type: bool
    # Keyword only:
    expected=None,  # typing.Optional[typing.Iterable[typing.Union[int, ExitCodes]]]
    exception_class=CalledProcessError,  # typing.Type[CalledProcessError]
)
result = helper(  # Lazy way: instances are callable and uses `execute`.
    command,  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: typing.Union[int, float, None]
    **kwargs
)

If no STDOUT or STDERR required, it is possible to disable this FIFO pipes via **kwargs with flags open_stdout=False and open_stderr=False.

The next command level uses lower level and kwargs are forwarded, so expected exit codes are forwarded from check_stderr. Implementation specific flags are always set via kwargs.

If required to mask part of command from logging, log_mask_re attribute can be set global over instance or providden with command. All regex matched groups will be replaced by ‘<*masked*>’.

result = helper.execute(
    command="AUTH='top_secret_key'; run command",  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: typing.Optional[int]
    log_mask_re=r"AUTH\s*=\s*'(\w+)'"  # type: typing.Optional[str]
)

result.cmd will be equal to AUTH=’<*masked*>’; run command

ExecResult

Execution result object has a set of useful properties:

  • cmd - Command

  • exit_code - Command return code. If possible to decode using enumerators for Linux -> it used.

  • stdin -> str. Text representation of stdin.

  • stdout -> typing.Tuple[bytes]. Raw stdout output.

  • stderr -> typing.Tuple[bytes]. Raw stderr output.

  • stdout_bin -> bytearray. Binary stdout output.

  • stderr_bin -> bytearray. Binary stderr output.

  • stdout_str -> str. Text representation of output.

  • stderr_str -> str. Text representation of output.

  • stdout_brief -> str. Up to 7 lines from stdout (3 first and 3 last if >7 lines).

  • stderr_brief -> str. Up to 7 lines from stderr (3 first and 3 last if >7 lines).

  • stdout_json - STDOUT decoded as JSON.

  • stdout_yaml - STDOUT decoded as YAML.

  • timestamp -> typing.Optional(datetime.datetime). Timestamp for received exit code.

SSHClient specific

SSHClient commands support get_pty flag, which enables PTY open on remote side. PTY width and height can be set via keyword arguments, dimensions in pixels are always 0x0.

Possible to call commands in parallel on multiple hosts if it’s not produce huge output:

results = SSHClient.execute_together(
    remotes,  # type: typing.Iterable[SSHClient]
    command,  # type: str
    timeout=1 * 60 * 60,  # type: type: typing.Union[int, float, None]
    expected=None,  # type: typing.Optional[typing.Iterable[int]]
    raise_on_err=True,  # type: bool
    # Keyword only:
    exception_class=ParallelCallProcessError  # typing.Type[ParallelCallProcessError]
)
results  # type: typing.Dict[typing.Tuple[str, int], exec_result.ExecResult]

Results is a dict with keys = (hostname, port) and and results in values. By default execute_together raises exception if unexpected return code on any remote.

For execute through SSH host can be used execute_through_host method:

result = client.execute_through_host(
    hostname,  # type: str
    command,  # type: str
    auth=None,  # type: typing.Optional[SSHAuth]
    target_port=22,  # type: int
    timeout=1 * 60 * 60,  # type: type: typing.Union[int, float, None]
    verbose=False,  # type: bool
    # Keyword only:
    get_pty=False,  # type: bool
    width=80,  # type: int
    height=24  # type: int
)

Where hostname is a target hostname, auth is an alternate credentials for target host.

SSH client implements fast sudo support via context manager: Commands will be run with sudo enforced independently from client settings for normal usage:

with client.sudo(enforce=True):
    ...

Commands will be run without sudo independently from client settings for normal usage:

with client.sudo(enforce=False):
    ...

“Permanent client setting”:

client.sudo_mode = mode  # where mode is True or False

SSH Client supports sFTP for working with remote files:

with client.open(path, mode='r') as f:
    ...

For fast remote paths checks available methods:

  • exists(path) -> bool

>>> conn.exists('/etc/passwd')
True
  • stat(path) -> paramiko.sftp_attr.SFTPAttributes

>>> conn.stat('/etc/passwd')
<SFTPAttributes: [ size=1882 uid=0 gid=0 mode=0o100644 atime=1521618061 mtime=1449733241 ]>
>>> str(conn.stat('/etc/passwd'))
'-rw-r--r--   1 0        0            1882 10 Dec 2015  ?'
  • isfile(path) -> bool

>>> conn.isfile('/etc/passwd')
True
  • isdir(path) -> bool

>>> conn.isdir('/etc/passwd')
False

Additional (non-standard) helpers:

  • mkdir(path: str) - execute mkdir -p path

  • rm_rf(path: str) - execute rm -rf path

  • upload(source: str, target: str) - upload file or from source to target using sFTP.

  • download(destination: str, target: str) - download file from target to destination using sFTP.

Subprocess specific

Keyword arguments:

  • cwd - working directory.

  • env - environment variables dict.

async_api.Subprocess specific

All standard methods are coroutines. Async context manager also available.

Example:

async with helper:
  result = await helper.execute(
      command,  # type: str
      verbose=False,  # type: bool
      timeout=1 * 60 * 60,  # type: typing.Union[int, float, None]
      **kwargs
  )

Testing

The main test mechanism for the package exec-helpers is using tox. Available environments can be collected via tox -l

CI systems

For code checking several CI systems is used in parallel:

  1. Travis CI: is used for checking: PEP8, pylint, bandit, installation possibility and unit tests. Also it’s publishes coverage on coveralls.

  2. Azure Pipelines: is used for windows compatibility checking.

  3. coveralls: is used for coverage display.

Project details


Release history Release notifications | RSS feed

This version

3.3.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

exec-helpers-3.3.0.tar.gz (73.9 kB view details)

Uploaded Source

Built Distributions

exec_helpers-3.3.0-py3-none-any.whl (46.7 kB view details)

Uploaded Python 3

exec_helpers-3.3.0-cp37-cp37m-win_amd64.whl (721.8 kB view details)

Uploaded CPython 3.7m Windows x86-64

exec_helpers-3.3.0-cp37-cp37m-win32.whl (624.6 kB view details)

Uploaded CPython 3.7m Windows x86

exec_helpers-3.3.0-cp37-cp37m-manylinux1_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.7m

exec_helpers-3.3.0-cp37-cp37m-manylinux1_i686.whl (2.7 MB view details)

Uploaded CPython 3.7m

exec_helpers-3.3.0-cp36-cp36m-win_amd64.whl (720.9 kB view details)

Uploaded CPython 3.6m Windows x86-64

exec_helpers-3.3.0-cp36-cp36m-win32.whl (624.0 kB view details)

Uploaded CPython 3.6m Windows x86

exec_helpers-3.3.0-cp36-cp36m-manylinux1_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.6m

exec_helpers-3.3.0-cp36-cp36m-manylinux1_i686.whl (2.8 MB view details)

Uploaded CPython 3.6m

exec_helpers-3.3.0-cp35-cp35m-win_amd64.whl (671.1 kB view details)

Uploaded CPython 3.5m Windows x86-64

exec_helpers-3.3.0-cp35-cp35m-win32.whl (577.0 kB view details)

Uploaded CPython 3.5m Windows x86

exec_helpers-3.3.0-cp35-cp35m-manylinux1_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.5m

exec_helpers-3.3.0-cp35-cp35m-manylinux1_i686.whl (2.6 MB view details)

Uploaded CPython 3.5m

File details

Details for the file exec-helpers-3.3.0.tar.gz.

File metadata

  • Download URL: exec-helpers-3.3.0.tar.gz
  • Upload date:
  • Size: 73.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec-helpers-3.3.0.tar.gz
Algorithm Hash digest
SHA256 cde3425403916c2a814753d809cdf4d8bd142ef90494d65da8d7fe611cd0e7e0
MD5 20247a259371c1818bb758fe16b31f62
BLAKE2b-256 687aecb1967f9ae745fa8177de0a4c5fbfba0a3bc69af6cce6d8533a4b380dcf

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-py3-none-any.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-py3-none-any.whl
  • Upload date:
  • Size: 46.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-py3-none-any.whl
Algorithm Hash digest
SHA256 65822a3de51631aecd0765aba38277de79f10cd65765a03bc00f0bf6480f907d
MD5 2d8890979b31b4ae15bb7222bcd22bc0
BLAKE2b-256 c8ca39e5d360dd1506bbac0e2b4cb5f7d57646f38637887f48ec1709d0085289

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 721.8 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.7.0

File hashes

Hashes for exec_helpers-3.3.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 fb40ffeb660eca64046331f92148f6b1cbec8141f1c737da26a9a12db524f1ab
MD5 25cc7a9c9c2d6eaad73b3438f0e62b09
BLAKE2b-256 035eb6aae0af71fa259e50f3e5a5a0f9e0fdc0b5a48634a8c265682743deb92d

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp37-cp37m-win32.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 624.6 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.7.0

File hashes

Hashes for exec_helpers-3.3.0-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 75bd938a67e29327f29c098914c91ca0ef693ad0724cbe90653a182bb9fc5387
MD5 1b6b69370db580eddaabdaa23ef8340f
BLAKE2b-256 7df9682cf2f449e960f7bde072377d61dd03dd12e4919322bcf269b2ab113b37

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 6b2373c47241673838a7c92d28ced9f349fa3a12d4fe5bf8675a4b0caeec4018
MD5 3ed94feb1e1bfad77119b197e590969d
BLAKE2b-256 91d5f5d0b7a919e3f0f2ce86aa482ea83a866d5f6a5f40233460cf632c6d75c2

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp37-cp37m-manylinux1_i686.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp37-cp37m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.7 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp37-cp37m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 d103564421bc0f238bd83e67880241a4858e93c4979195c13852b75d59512ee4
MD5 f184ea340d1e5373f35eed8b5c61cfaf
BLAKE2b-256 a13bd99b4300c5fc24ac7b4b1a8ad0bcfdc9c18382cc665280acdcbb35444791

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 720.9 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.6.4

File hashes

Hashes for exec_helpers-3.3.0-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 014bc1fbc29c6c445fd3134fc39bb1ba725a1e27e110c13a0c841ab66411b953
MD5 725ebab3a9c0bd8ede6923dc46bac622
BLAKE2b-256 ed1103506efcd9a039903efc043298ba46095ded3573c89b9a0ccd3860faa7b7

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp36-cp36m-win32.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp36-cp36m-win32.whl
  • Upload date:
  • Size: 624.0 kB
  • Tags: CPython 3.6m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.6.4

File hashes

Hashes for exec_helpers-3.3.0-cp36-cp36m-win32.whl
Algorithm Hash digest
SHA256 d00a93db5c61c8192cf127c63e673b5eaa8d2eada5eef0b99c493ed17338840a
MD5 a91dd1c4abebce66e1455f52bf1b2429
BLAKE2b-256 0beb2be1ddb8f68ab4e3221cbece4c84a8cbf942195cf17f6c6d10c8833de553

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 959384d0124c2fe125d4a21d9cfd34b09515d133bed60c04ee1c8f9176083173
MD5 36377c0fc1bce66e667319a68c5bcb79
BLAKE2b-256 23a1973ce1378ef35dacb022a4eeb68d1f81d355061d27155638ae1646e24995

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp36-cp36m-manylinux1_i686.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp36-cp36m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.8 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp36-cp36m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 da60d9f61afabd42439c174eb2016ced18d8ecaf1435440cb9483c7ec719f6d0
MD5 123db6273687dca6ab3454854177c080
BLAKE2b-256 852cc26b02bdc3267220e42cb0067d3707b7d243ac2ba5c1dd819fbae2fe8729

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 671.1 kB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.5.4

File hashes

Hashes for exec_helpers-3.3.0-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 cb86f905d157154ca54563c5c4b841d33c6fd075351c59e1bc7b00b583d26764
MD5 a5f73c23439a11b7045fdd0a177730b2
BLAKE2b-256 b5d0a2128c1805d0c4c8649963c70ebeb22bd8328bd7b914567472bfed3d5d09

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp35-cp35m-win32.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp35-cp35m-win32.whl
  • Upload date:
  • Size: 577.0 kB
  • Tags: CPython 3.5m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.5.4

File hashes

Hashes for exec_helpers-3.3.0-cp35-cp35m-win32.whl
Algorithm Hash digest
SHA256 3c2a5b4be9595252ef58bc82f5296a899c4307fdcac9eaa2a7180cf7684ea195
MD5 a516a9b39f0e6f66a79b24a0df1015f4
BLAKE2b-256 7dab36ab65fb6e41172700915a7ee19d76f5c95a397bf2e422927d86852e2b7e

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp35-cp35m-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp35-cp35m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.9 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp35-cp35m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 63c724c569d070c5c84d6754852f966520a79da12c355ca57260e7f240e615dd
MD5 3685dec0b827bfa93f9c57f8a1e8e734
BLAKE2b-256 517c9c2ad8e7f8a04d9a1bcc4c47ff013be57d3f93c3f893de8f07e5504a948e

See more details on using hashes here.

File details

Details for the file exec_helpers-3.3.0-cp35-cp35m-manylinux1_i686.whl.

File metadata

  • Download URL: exec_helpers-3.3.0-cp35-cp35m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.28.1 PyPy/5.10.1

File hashes

Hashes for exec_helpers-3.3.0-cp35-cp35m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 e2804840ba1cba291b1c1db127d801897ae4626861ccffddecd21100b2889f59
MD5 41f2531e8c3a4305fb9638677cfab258
BLAKE2b-256 b43ea7dd1d4c9b2f90017b0e4a6f1f63c1b68598a90f9d22a2614fbadeae8761

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page