Skip to main content

Execution helpers for simplified usage of subprocess and ssh.

Project description

exec-helpers

https://travis-ci.com/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 deadlock free polling and friendly result objects (with inline decoding of XML Element tree, 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 3.6
Python 3.7
Python 3.8

This package includes:

  • SSHClient - historically the first one helper, which used for SSH connections. 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, XML (and LXML) element tree, string, bytearray and brief strings (up to 7 lines).

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

Installation

Standard: pip install exec-helpers Extras:

  • yaml - install PyYaml for yaml decoding (PyYAML is main decoder, ruamel.YAML also supported as fallback.)

  • xml - install defusedxml for safe XML parsing to xml.etree.ElementTree.Element.

  • lxml - install lxml for advanced XML parsing. Can be unsafe.

  • ALL_FORMATS (all-formats) - install all parsers. When new parsers will be added, it will ne also supported.

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 a filename 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

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 SSHClient and Subprocess, except specific flags.

result: ExecResult = helper.execute(
    command,  # type: str
    verbose=False,  # type: bool
    timeout=1 * 60 * 60,  # type: typing.Union[int, float, None]
    # Keyword only:
    log_mask_re=None,  # type: typing.Optional[str]
    stdin=None,  # type: typing.Union[bytes, str, bytearray, None]
    **kwargs
)
result: ExecResult = 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=(0,),  # type: typing.Iterable[typing.Union[int, ExitCodes]]
    raise_on_err=True,  # type: bool
    # Keyword only:
    log_mask_re=None,  # type: typing.Optional[str]
    stdin=None,  # type: typing.Union[bytes, str, bytearray, None]
    exception_class=CalledProcessError,  # typing.Type[CalledProcessError]
    **kwargs
)
result: ExecResult = 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=(0,),  # typing.Iterable[typing.Union[int, ExitCodes]]
    log_mask_re=None,  # type: typing.Optional[str]
    stdin=None,  # type: typing.Union[bytes, str, bytearray, None]
    exception_class=CalledProcessError,  # typing.Type[CalledProcessError]
)
result: ExecResult = 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]
    # Keyword only:
    log_mask_re=None,  # type: typing.Optional[str]
    stdin=None,  # type: typing.Union[bytes, str, bytearray, 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 provided with command. All regex matched groups will be replaced by ‘<*masked*>’.

result: ExecResult = 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. Accessible only if PyYAML or ruamel.YAML library installed. (Extras: yaml)

  • stdout_xml - STDOUT decoded as XML to ElementTree using defusedxml library. Accessible only if defusedxml library installed. (Extras: xml)

  • stdout_lxml - STDOUT decoded as XML to ElementTree using lxml library. Accessible only if lxml library installed. (Extras: lxml) Can be insecure.

  • 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: Dict[Tuple[str, int], ExecResult] = SSHClient.execute_together(
    remotes,  # type: typing.Iterable[SSHClient]
    command,  # type: str
    timeout=1 * 60 * 60,  # type: type: typing.Union[int, float, None]
    expected=(0,),  # type: typing.Iterable[typing.Union[int, ExitCodes]]
    raise_on_err=True,  # type: bool
    # Keyword only:
    stdin=None,  # type: typing.Union[bytes, str, bytearray, None]
    log_mask_re=None,  # type: typing.Optional[str]
    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: ExecResult = 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:
    stdin=None,  # type: typing.Union[bytes, str, bytearray, None]
    log_mask_re=None,  # type: typing.Optional[str]
    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: ExecResult = 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

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-6.0.0b1.tar.gz (68.6 kB view details)

Uploaded Source

Built Distributions

exec_helpers-6.0.0b1-py3-none-any.whl (60.3 kB view details)

Uploaded Python 3

exec_helpers-6.0.0b1-cp38-cp38m-win_amd64.whl (849.0 kB view details)

Uploaded CPython 3.8m Windows x86-64

exec_helpers-6.0.0b1-cp38-cp38m-win32.whl (727.8 kB view details)

Uploaded CPython 3.8m Windows x86

exec_helpers-6.0.0b1-cp38-cp38-manylinux1_x86_64.whl (3.8 MB view details)

Uploaded CPython 3.8

exec_helpers-6.0.0b1-cp37-cp37m-win_amd64.whl (801.0 kB view details)

Uploaded CPython 3.7m Windows x86-64

exec_helpers-6.0.0b1-cp37-cp37m-win32.whl (691.8 kB view details)

Uploaded CPython 3.7m Windows x86

exec_helpers-6.0.0b1-cp37-cp37m-manylinux1_x86_64.whl (3.4 MB view details)

Uploaded CPython 3.7m

exec_helpers-6.0.0b1-cp36-cp36m-win_amd64.whl (800.9 kB view details)

Uploaded CPython 3.6m Windows x86-64

exec_helpers-6.0.0b1-cp36-cp36m-win32.whl (691.8 kB view details)

Uploaded CPython 3.6m Windows x86

exec_helpers-6.0.0b1-cp36-cp36m-manylinux1_x86_64.whl (3.4 MB view details)

Uploaded CPython 3.6m

File details

Details for the file exec-helpers-6.0.0b1.tar.gz.

File metadata

  • Download URL: exec-helpers-6.0.0b1.tar.gz
  • Upload date:
  • Size: 68.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.1

File hashes

Hashes for exec-helpers-6.0.0b1.tar.gz
Algorithm Hash digest
SHA256 e4124b4cdade8956449a374cf35ef507b462dbd986465b0e080ec2efbbb0bcbc
MD5 492e276807585e60a83d2d19f652271c
BLAKE2b-256 ddfab5e09f415d9541be4d45213a5b82f0dcc87bc0a1c4108cfe18dfdc5f7f2a

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-py3-none-any.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-py3-none-any.whl
  • Upload date:
  • Size: 60.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.1

File hashes

Hashes for exec_helpers-6.0.0b1-py3-none-any.whl
Algorithm Hash digest
SHA256 0613171731e6af100dd152471c5e21a4d98501497d73bac657646ba888b00d78
MD5 1c72cf1122231f428ef829c646794d1c
BLAKE2b-256 65e9cc2428b1bfbc4c4feecb78988bdbc21c99f9ea999df366bc5f6081ee9b9b

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp38-cp38m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp38-cp38m-win_amd64.whl
  • Upload date:
  • Size: 849.0 kB
  • Tags: CPython 3.8m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0

File hashes

Hashes for exec_helpers-6.0.0b1-cp38-cp38m-win_amd64.whl
Algorithm Hash digest
SHA256 973659eb56b8e45dc26b56b2126b7865c3c1011ef965c703ec134bcaa94e4f15
MD5 ecc1345b028d14c77507f5e781a846a1
BLAKE2b-256 90b377d2cdea8fc41bf0f3145f7e952d0e72dfdf42281295924a316d50babcc6

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp38-cp38m-win32.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp38-cp38m-win32.whl
  • Upload date:
  • Size: 727.8 kB
  • Tags: CPython 3.8m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0

File hashes

Hashes for exec_helpers-6.0.0b1-cp38-cp38m-win32.whl
Algorithm Hash digest
SHA256 ff61eaff18555988bf9219878ccf994282a7c783045bb9077ff790d09b1670c6
MD5 b7fe22c4c0b12637c26be88493307a73
BLAKE2b-256 7971f7027a3d16f66e347350323dc6e7cd138cc34fc9ac5e5747d23d091be75a

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.8 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.1

File hashes

Hashes for exec_helpers-6.0.0b1-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 757f5404e332410423ed4539d89ee6031d4f590457b324dedc3bfa9c5fe5d0ab
MD5 57fbe8fc3877ff6bc83dd3d3e5fe821a
BLAKE2b-256 d1681cc2a9b08a489c04541e5f0e0c23d6c82f3333018fe62a91a6d788d60874

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 801.0 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.5

File hashes

Hashes for exec_helpers-6.0.0b1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 42b052f3b0a529a78c22501dab849f037774bf879822d45ae69214b86c03649b
MD5 927ff809d49f73979efdcb83e34c94c2
BLAKE2b-256 e0a194441ce809a3f9968028b2f9367b89bb99c51239ca192641898b1802850c

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp37-cp37m-win32.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 691.8 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.5

File hashes

Hashes for exec_helpers-6.0.0b1-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 532e9501b5ea27c85743974e3e6d914c480940e23d9790a7c16aec97648b7ba0
MD5 006a6c433ce199cb93c76e27a5d00747
BLAKE2b-256 b0f87c5a9b73c98e4c7e826775e391d9a95a7245765a9a5f4987ced55d283247

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.4 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.1

File hashes

Hashes for exec_helpers-6.0.0b1-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 8a85c934c3e7b401d5ab6e9c5e003de85465d3db59f33246415fca972f182e79
MD5 3df435b017726b4901f4852a866ab07d
BLAKE2b-256 bb5dd8dd2e19da01973d0d22d84b0b3ec84fc36218a95c8a4cbab25114e3a487

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 800.9 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.6.8

File hashes

Hashes for exec_helpers-6.0.0b1-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 bd0bde66ebed886e50cb5f09415dfe3ea5d711ef54b782f27956166a78878ac2
MD5 4cc99ead742832689f011d9a67e59a0d
BLAKE2b-256 756ca7f71e561dfafdf8d8cde80a2173bc44ce2abf4a9a666c42ab5575a5f52a

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp36-cp36m-win32.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp36-cp36m-win32.whl
  • Upload date:
  • Size: 691.8 kB
  • Tags: CPython 3.6m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.6.8

File hashes

Hashes for exec_helpers-6.0.0b1-cp36-cp36m-win32.whl
Algorithm Hash digest
SHA256 deae0e81581ea2ed0d5255c9c56c03e699448d672b0b8b91f65e0abdeadee383
MD5 820481838c3f47502b8a3078ad450c58
BLAKE2b-256 16cbd6917bc580f1ba88cf321d175b3c63c4cf00f84a897a765b6d36c09af481

See more details on using hashes here.

File details

Details for the file exec_helpers-6.0.0b1-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: exec_helpers-6.0.0b1-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.4 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.1

File hashes

Hashes for exec_helpers-6.0.0b1-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 a02fa9e3654e42e9d703a8f3608e4de929768e415be32ccbba4f0a1d1777e1a8
MD5 e6d7ac562df8cae73a45c6767f61628b
BLAKE2b-256 1833eac8674a964426d49db5d2156713702bc53831210c26842157ec7cb1c45b

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