Skip to main content

Apache Beam SDK for Python

Project description

Apache Beam is a unified programming model for both batch and streaming data processing, enabling efficient execution across diverse distributed execution engines and providing extensibility points for connecting to different technologies and user communities.

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

apache-beam-2.28.0.zip (2.4 MB view details)

Uploaded Source

Built Distributions

apache_beam-2.28.0-cp38-cp38-win_amd64.whl (3.6 MB view details)

Uploaded CPython 3.8 Windows x86-64

apache_beam-2.28.0-cp38-cp38-win32.whl (3.4 MB view details)

Uploaded CPython 3.8 Windows x86

apache_beam-2.28.0-cp38-cp38-manylinux2010_x86_64.whl (10.7 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

apache_beam-2.28.0-cp38-cp38-manylinux2010_i686.whl (10.2 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ i686

apache_beam-2.28.0-cp38-cp38-manylinux1_x86_64.whl (10.7 MB view details)

Uploaded CPython 3.8

apache_beam-2.28.0-cp38-cp38-manylinux1_i686.whl (10.2 MB view details)

Uploaded CPython 3.8

apache_beam-2.28.0-cp38-cp38-macosx_10_9_x86_64.whl (3.9 MB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

apache_beam-2.28.0-cp37-cp37m-win_amd64.whl (3.6 MB view details)

Uploaded CPython 3.7m Windows x86-64

apache_beam-2.28.0-cp37-cp37m-win32.whl (3.4 MB view details)

Uploaded CPython 3.7m Windows x86

apache_beam-2.28.0-cp37-cp37m-manylinux2010_x86_64.whl (9.0 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ x86-64

apache_beam-2.28.0-cp37-cp37m-manylinux2010_i686.whl (8.6 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ i686

apache_beam-2.28.0-cp37-cp37m-manylinux1_x86_64.whl (9.0 MB view details)

Uploaded CPython 3.7m

apache_beam-2.28.0-cp37-cp37m-manylinux1_i686.whl (8.6 MB view details)

Uploaded CPython 3.7m

apache_beam-2.28.0-cp37-cp37m-macosx_10_9_x86_64.whl (3.9 MB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

apache_beam-2.28.0-cp36-cp36m-win_amd64.whl (3.6 MB view details)

Uploaded CPython 3.6m Windows x86-64

apache_beam-2.28.0-cp36-cp36m-win32.whl (3.4 MB view details)

Uploaded CPython 3.6m Windows x86

apache_beam-2.28.0-cp36-cp36m-manylinux2010_x86_64.whl (9.0 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ x86-64

apache_beam-2.28.0-cp36-cp36m-manylinux2010_i686.whl (8.6 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ i686

apache_beam-2.28.0-cp36-cp36m-manylinux1_x86_64.whl (9.0 MB view details)

Uploaded CPython 3.6m

apache_beam-2.28.0-cp36-cp36m-manylinux1_i686.whl (8.6 MB view details)

Uploaded CPython 3.6m

apache_beam-2.28.0-cp36-cp36m-macosx_10_9_x86_64.whl (3.9 MB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

File details

Details for the file apache-beam-2.28.0.zip.

File metadata

  • Download URL: apache-beam-2.28.0.zip
  • Upload date:
  • Size: 2.4 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache-beam-2.28.0.zip
Algorithm Hash digest
SHA256 2bd1560d75cb1a93e8021fa2aa64268faea6b543db11b35aaee5b63485856ef3
MD5 80caf772a18e225ddbb9842535f9edb9
BLAKE2b-256 2886f948bc117fc21dc3eeba279e77d83ceb9c9c75b662e1157dbdeaffe3bfe5

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 3.6 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 2bdc54cac1c7cfce902c21d16da6c98628227cf65b8a394ae5d8b978098cbf2e
MD5 2a2558866f675f5f4350230880d0e1a6
BLAKE2b-256 1df5238ff3d7f3bd4925b5f5991d2199d0a7c940d620eaee6145396be302eb83

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-win32.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-win32.whl
  • Upload date:
  • Size: 3.4 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 0667af2e45b39b3663683d162122985cdad22024114d63c294caa95e9398045a
MD5 ca4ebd15183118ee3b8fc07139f9740a
BLAKE2b-256 e7a970dfc0e18aa949a050b9925dd66f6f1453bc40c71ffd29fb4b903876faa4

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 10.7 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 cd54ad9e51f55465c8d4ce2f4b53ff09f6f482af8cacd07078b3341331196d1f
MD5 e2ea3e8bd261403aef779e40bc50e9d9
BLAKE2b-256 d8bfebb27174f5bff3820449258802f4a33af50e14c146305a259e2478c72ad5

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-manylinux2010_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-manylinux2010_i686.whl
  • Upload date:
  • Size: 10.2 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 833644a4c15687b8ba73944b96bb22b10a8f07dd9fe966edb12db272edc9e948
MD5 1a87601459f762f539491efb632c6525
BLAKE2b-256 ad3f81a2120441afe35d1c3cc653b6d617d77ce865f641141fdd80eae5d854b1

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 10.7 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 ceb74b3b5e67611524afb326d6c5f2a6383ef43d0e9c1ee0d2c812ac3b31dc0d
MD5 e7e5ad802a4c48785eae97b7f88821fe
BLAKE2b-256 208bbf9a8e3d77c7918d6b9d55c017dd736b0997b01d414fbd1d81bd09fad99e

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-manylinux1_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-manylinux1_i686.whl
  • Upload date:
  • Size: 10.2 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-manylinux1_i686.whl
Algorithm Hash digest
SHA256 54864b46cd7b3ea2559979e337c414eef27d0efd07ea4cb3430a23db02b67198
MD5 47fa8cab612188183683b973305c8dc0
BLAKE2b-256 f3523b0a5e57c0381c205a032fcbddee7716af032a26e03f7cfbe7e5f9ab2ae6

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 503e2c485750e58e33de457738dc981812810191f65dd60d14387f1acce364fc
MD5 1d22c0a2b95af1a94dfbb29f368cada1
BLAKE2b-256 f7cc6f97f1fd05deb4f6186ca0148fcf5b334d0916501c457e9f2d71875ef4a1

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 3.6 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 605c0329bc47c17275ed24cd13a0bfe6fe64fad81588551cd3d3507644c1b09d
MD5 55ea798af05666f2a3f0ac509fd6d600
BLAKE2b-256 2dc98a706032b946c5486482d928fe5eb274d39eddfc1ea41e684ce723b760ef

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-win32.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 3.4 MB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 505e1c9e7a403977623e095f2b8a91468e5680b914a931d98b940adacfde22a3
MD5 ebbe52705bc1a177ca5d95efe44be62c
BLAKE2b-256 45639109660f69f3949aa5244ccc344112b36a0c0f42f2b675a02a8aac75d373

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 9.0 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 2e521d471065324ac7ab13ad45fb9bca3ea4bafb94d1fac35ac97ecb6b5f468d
MD5 062c9e9b620d779e1845948954ef0a03
BLAKE2b-256 e1e7d6e5a3786d9a037a38af966bf154bcd6cb3cbea2edffda00cf6c417cc9a2

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-manylinux2010_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-manylinux2010_i686.whl
  • Upload date:
  • Size: 8.6 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 d39453c03f9c1ff940de2bd013141ae2b7b9426d0d6cfd7f6369118ee9d0c062
MD5 399e045f25c2260cf0ad85a0eb14ace1
BLAKE2b-256 0083c5eeadd6f4592accab8ab9e6fffcb9d27bf3718ca4b3eaf5c227f6dc92c8

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 9.0 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 2f3979ba0e2d4b2a75b78c4895134814e2774d7f4f036a5a4d6f6e35b5c6340c
MD5 786289be6ba506723e623c51541350c7
BLAKE2b-256 ac11fb06311fef27059cb0fb953176521d1439eba49dedcabdc7af4f5b567aa1

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-manylinux1_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-manylinux1_i686.whl
  • Upload date:
  • Size: 8.6 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 212204efb25fd9be850cf12605bf4b2deff46c74d55d286d1bd4e9014f079fd0
MD5 a7c63290ba27b584f6534e96296e8d75
BLAKE2b-256 14be7dc38558a2d706e51aa2ad369579445f50fe106696fd3e6138b0e7f0748e

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 729235cf1f95ba5cbf91ead7b96d5ad76c1c761298e9dd352d7bbeb479e7eb43
MD5 98934c1df29c112c4b5193e84a091942
BLAKE2b-256 a704df0ba0acdcea9ccad71edbc4929f3d0f58c1133385ecfdef97975cbb1b66

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 3.6 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 913e3c1265409e983ece453c0230efb0cabf012adc716f555958e43e7e81f52c
MD5 cdbaaa80c3c30cd237538886cd179c28
BLAKE2b-256 09960ca7ab3d760a0c737a5f82ea2c74921d951b2de04504036715563849ff04

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-win32.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-win32.whl
  • Upload date:
  • Size: 3.4 MB
  • Tags: CPython 3.6m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-win32.whl
Algorithm Hash digest
SHA256 51f86ce439058aca7b3ef073620f62907af39d5b8fae5113fa6f93923b7e1277
MD5 279eac04427c95391d3d19c007839e18
BLAKE2b-256 ea9d2086a6aeb5bdb6b44aafa85a81dcf86820b7b31faa943d8444fddbb7a892

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 9.0 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 8fb4303f348de3d6712eb4c24fb95ac73f91fbe16ceac2be1f54f9b6acc9e763
MD5 48dabe4c91ca8523df6951c2d5e5bb23
BLAKE2b-256 488cd22b6eb8b5e7276653673e29c87aa1ae9cb179e949c0ff61bcefae0b3e9d

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-manylinux2010_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-manylinux2010_i686.whl
  • Upload date:
  • Size: 8.6 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 7f81ac5c773ea2adb659e8f66e336ab848abc61b828ecb8ff5596fb6327b09bf
MD5 514c88462c20fe81d18ee950f7fcf92c
BLAKE2b-256 8c48823f261314a503a53bf103fb830c961487fdfda1a89f1ba630ddd430b834

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 9.0 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 ae1ead0fdb05bbb008461962733584ce0a3c5ec4e10c56d7dce17075877eb149
MD5 fb1333e58de95605e62b53734e6b644e
BLAKE2b-256 6bddc450a4a0412adf18a2cc6f9c3ac7f632d313b9e5d4b60b7e2c4f5a2c989a

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-manylinux1_i686.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-manylinux1_i686.whl
  • Upload date:
  • Size: 8.6 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 43942ec50dfaf6dcd3b562a77edb5c98e91f24f547811fadbdd74076e885dabe
MD5 9c17b5336ac1c9d55c4fdd0f92611e62
BLAKE2b-256 86a44594e081105a19d33b098cfc85a67c2caf0db306912cbcee87f8d67193e6

See more details on using hashes here.

File details

Details for the file apache_beam-2.28.0-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: apache_beam-2.28.0-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.7

File hashes

Hashes for apache_beam-2.28.0-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 216c80276ac2cb9b449f6628625e4b6fe853b21ad0d178048098951cd6483325
MD5 e09fc762e3adf8101dcb82017fefc965
BLAKE2b-256 9ddcda022b0254c14d766fa9bc23b51bda251a33750ddb478f13d2abd832d3dc

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