kaggle

• Update --format help text to reference output_format.md (#1074)
• Update kernel pull docs with version example (#1072)
• Reorganize tests and rename unit_tests.py to backend_tests.py (#1071)
• Add support for formatting projections (#1068)
• Rewrite kaggle kernels logs --follow to use SSE log stream (#999)
• Add --format option to CLI commands supporting --csv (#1062)

• Clarify LLMS_AVAILABLE vs. full model set in benchmarks docs (#1061)
• Add kernels topics command (#1056)
• Improve benchmark task error messages in kaggle CLI (#1057)
• Fix dataset metadata column/file description updates and docs (#1055)
• Expand Kaggle CLI skill references (#1054)
• Tag benchmarks token requests with CLI source for analytics (#1050)
• Add machine_shape to kernels_initialize metadata template and docs (#1048)
• Fix 403 for dataset, model, and benchmark topics list (#1051)
• Fix test_benchmarks_cli.py assertions (#1049)
• Add paginated downloads for kernel output files (#1046)
• fix(tests): resolve infinite loop in test_kernels_d_status (#1043)

• Add kaggle competitions team-submissions command (#1036)
• Add kaggle quota command for GPU/TPU accelerator quota (#1029)
• Support optional kernel version in specifier (#1035)
• feat(benchmarks): Add log and download source files (#1019)
• Fix benchmarks CLI error handling and UX improvements (#1024, #1026, #1028, #1030, #1032, #1037, #1039)
• Fix JSON serialization and download label display (#1038, #1040, #1042)
• Set proper permissions on auth file (#1033)

• Add test runner workflow
• Patch discussions code (#1018)
• fix(benchmarks): normalize provider-prefixed and @-containing model s… (#1016)
• fix(benchmarks): handle EOF when selecting models without -m (#1013)
• fix(benchmarks): dual layer rate limiting (#1014)
• Small changes to improve debugging (#1008)
• feat: add forums commands for browsing Kaggle discussions (#993)
• Add competitions topics CLI command (#982)

• Update kagglesdk version

• Add instructions re kagglesdk (#1000)
• fix(benchmarks cli): bugs and additional features (#997)
• Add submission ref to competition submissions output (#989)
• Add Gemini Agent Skill for Benchmarks CLI (#994)
• (Off Platform SDK) add new models (#991)
• fix (cli): kaggle benchmark tasks (#988)
• Update kaggle b init to include example and reference (#990)
• Update API token page URL (#987)
• Update b auth and b init confirmations (#986)
• Enable & document OAuth authentication flow. (#983)
• Add --format flag to datasets status for JSON output (#972)

• Add kaggle benchmarks init command (#981)
• Fix mypy typing checks (#979)
• feat: Implement kaggle benchmark client (#955)
• Update default Python version in cicd CB config
• Make a list (#978)

• Add kaggle benchmarks auth command (#976)
• Create Cloud Build script to run linter (#974)
• Add kaggle kernels logs CLI command (#966)
• Fix(benchmarks tasks push): handle 403 (#971)
• Fix: respect Retry-After header on HTTP 429 responses (#938) (#940)
• Update kagglesdk dependency version to 0.1.19 (#970)
• Support dataset-cover-image.png upload for datasets metadata --update (#969)
• Add CLI commands for simulation episodes and competition pages (#968)
• Feature(benchmarks): implement Kaggle client (push/run functionality) (#960)

Release 2.0.1, see CHANGELOG.md for details.

• General Availability release
• Change more "instance" to "variation"
• Update link for the integration test auth instructions (#926)
• Fix string formatting in upgrade nudge message (#928) Thanks PythonicVarun!

• Rename kaggle-api to kaggle-cli
• Allow auth to happen multiple times (#922)
• Add --acc to set accelerator for: kaggle kernels push ... (#907)
• Add automatic retry and resume to download_file (#905) Thanks katoue!
• Restore model validation check (#902)
• Add file pattern matching in output download (#901) Thanks piotr-ginal!

• Add packaging dep (#883)
• Add version checking against server known-version (#880)
• Fix edit error (#876)
• Use kagglesdk from pypi (#875)
• Fix Kaggle access token auth KeyError when KAGGLE_API_TOKEN is unset (#874)

• Changes to build script

• Fix resumable download error (#865)
• Fix dataset version spec (#862)
• Add machine_shape to the metadata of kaggle kernels pull (#856)
• Add pagination options to models
• Add pagination options for submissions (#832)
• Add pagination options to list commands (#815)
• Add canonical aliases for push/pull (#787)
• Add parquet as a filter option (#786)
• Add variations as alt for instances (#784)
• Enable (and rename) synonyms i and v (#782)

• Fix a problem in downloading kernel output files.

• Fix a dataset download problem. Datasets that had a license were failing to download.
• Update the documentation to include code competition submit.

Version 1.7.3 was never released. There were errors in versioning on test.pypi.org. For consistency, we decided to jump several version numbers. This is the first release since 1.6.17.

The actual changes are described in 1.7.3.

• Fix escaped-quote issue in HTTP requests.

• Remove Swagger. No user-visible changes to the command-line tool. However, projects that use kaggle/api/kaggle_api.py may be affected. That file is deprecated and will be removed. Most of its functions still work, but those that involve uploading files no longer work. The command-line tool uses a higher-level abstraction for uploading and client code needs to be converted to use that.

• No changes; release 1.6.16 did not complete.

• Support XDG base directory specification on Linux
• Disable out-of-date API version warning with -W
• Allow an array of strings in "source" when uploading .ipynb files (thanks to GitHub user mgallifrey for the contribution!)
• Add triton framework for models
• Update model licenses

• No changes; release 1.6.13 isn't usable.

• Re-release 1.6.11 without the src directory included in the package.

• Allow unauthenticated usage of "datasets download", "datasets files".
  • This will only work after April 8th, 2024. More more details, see: https://www.kaggle.com/discussions/product-feedback/485439
• Allow "help" and "version" to be used for all commands, unauthenticated.
• Fix: "dataset download -f" can accept a specific dataset version.

Repackage of 1.6.8 as a new release, to fix the problematic 1.6.9 release.

• Do not use. Problematic release that causes an error: ModuleNotFoundError: No module named 'kaggle.api'

• Add "gguf"

• Add "GemmaCpp" and "GGML" model frameworks.

• Add "MaxText" model framework.

• Add "Transformers" model framework.

1.6.3

Release date: 01/11/24

• Add "Flax" and "Pax" frameworks

1.6.2

Release date: 01/09/24

• Add "Other" framework

Release date: 01/09/24

• Add "Other" model framework.

1.6.1

Release date: 01/08/24

• Fix dataset/model upload.

1.6.0

Release date: 01/04/24

• Release the pre-release branch with models endpoints.

Release date: 01/04/24

• Release the pre-release branch with models endpoints.

1.6.0a7

Release date: 11/22/23

• Add model_instance_type and base_model_instance_id to ModelInstance

1.6.0a6

Release date: 9/19/23

• Include version_number and version_id in the model-instance-metadata.json file

1.6.0a5

Release date: 8/02/23

• Add Keras model framework.

1.5.16

Release date: 7/17/23

• Fix dataset download bug with locale
• Resumable uploads
• Retry some failed requests

1.6.0a4

Release date: 7/07/23

• Resumable uploads
• Retry some failed requests
• Flag -y to delete model/instance/version without confirmation

1.6.0a3

Release date: 7/06/23

• Confirmation for deleting a model, instance or version
• Merge changes from 1.5.14 and 1.5.15

1.5.15

Release date: 6/30/23

• Add missing licenses for datasets
• Re-add option to pass dataset with -d
• Download / list files for a specific version of a dataset
• Documentation improvements

1.5.14

Release date: 6/29/23

• Show the full error message from the API
• Improve and fix documentation
• Fix kernel's data sources bug, and add the model data source to push/pull
• Implement resumable downloads
• Fix unreachable code bug
• Make some arguments required
• Add enable_tpu to kernel's push/pull

1.6.0a2

Release date: 6/12/23

• Add endpoint to get a modelInstance
• Simplify the modelInstanceVersion creation
• Fix Model files zipping

1.6.0a0

Release date: 6/07/23

• Add Models endpoints

1.5.13

Release date: 2/27/23

• Add ability to add a model to a kernel

Release date: 7/06/23

• Alpha Release for Models endpoints
• Confirmation for deleting a model, instance or version

Release date: 7/17/23

• Fix dataset download bug with locale
• Resumable uploads
• Retry some failed requests

Release date: 6/30/23

• Add missing licenses for datasets
• Re-add option to pass dataset with -d
• Download / list files for a specific version of a dataset
• Documentation improvements

Release date: 6/29/23

• Show the full error message from the API
• Improve and fix documentation
• Fix kernel's data sources bug, and add the model data source to push/pull
• Implement resumable downloads
• Fix unreachable code bug
• Make some arguments required
• Add enable_tpu to kernel's push/pull

Release date: 03/12/21

• No changes

Release date: 11/30/20

• Remove dependency on slugify.

Release date: 10/21/20

• Drop version restriction on urllib3 in setup.py.

Release date: 09/03/20

• No user-facing changes

1.5.7

Release date: 8/31/20

• Add ability to specify the kernel docker image pinning type
• Kernels have internet enabled by default
• Various competitions fixes

1.5.6

Release date: 9/19/19

• Downloading all files for a competition downloads a zip instead of individual files

1.5.5

Release date: 8/30/19

• Add vote count and usability rating to datasets listing
• Add min and max dataset size filters to datasets listing
• Add additional information to dataset metadata API
• Allow updating dataset metdata

1.5.4

Release date: 5/28/19

• Make kernels init more friendly
• Make directories if needed for kernels output

1.5.3

Release date: 2/20/19

• Bump urllib3 version

1.5.2

Release date: 1/28/19

• Don't error on encoding errors when printing tables
• Exit with error code when an exception is caught

1.5.1.1

Release date: 12/5/18

• Add missing cli option for dataset subfolders

1.5.1

Release date: 12/5/18

• Allow custom ca_cert files
• Support uplodaing datasets with subfolders
• Fix kaggle.json permissions warning

1.5.0

Release date: 10/19/18

• Update API to work with new competitions submissions backend. This change will force old API clients to update.
• Update error message when config file is not found.

1.4.7.1

Release date: 8/28/18

• Fix host

1.4.7

Release date: 8/28/18

• Make dataset version -p argument actually optinal
• Don't require the resources field when updating a dataset
• Don't automatically unzip datasets
• Add an unzip option for dataset downloads
• Add validation for kernel title and slug length
• Give a warning if kernel title does not resolve to the specified slug
• Show kernel version number after pushing
• Respect code_file value in kernel metadata when pulling kernels

1.4.6

Release date: 8/7/18

• Allow setting config values through environmental variables

1.4.5

Release date: 8/1/18

• Add error if dataset metadata repeats files

1.4.4

Release date: 7/30/18

• Fix issue with reading kernel metadata

1.4.3

Release date: 7/30/18

• Add more competitions list options
• Add more datasets list options
• Add a couple more fields to kernels list display
• Add support for kernel and dataset ID's
• Allow generating metadata for an existing dataset
• Fix issue with downloading from datasets whose titles don't match their slugs
• Use kernel slug as filename for kernel output
• Make upload and download directory default to current working directory
• Use a default username on downloading kernel or dataset data if none is specified
• Support extended data types on datasets
• Stop requiring -c, -d, and -k arguments
• Don't require resources field in dataset metadata

1.4.2

Release date: 7/20/18

• Validate dataset slug and title length before uploading
• Fix issue with dataset metadata file detection
• Cleaned up KeyboardInterrupt errors
• Validate all specified files in a dataset exist prior to uploading
• Make ApiExceptions (slightly) less ugly

1.4.1

Release date: 7/20/18

• Add python 3.7 compatibility

1.4.0

Release date: 7/19/18

• Add kernels support ** List and search kernels ** Push kernels code ** Pull kernels code ** Download kernel output ** Get latest kernel run status

1.3.12

Release date: 6/25/18

• Allow setting a 'KAGGLE_CONFIG_DIR' environmental token
• Return metadata file after creating
• Alert users that dataset creation takes time

1.3.11.1

• Fix other invalid tags check

1.3.11

Release date: 6/12/18

• Improve version check
• Fix invalid tags check

1.3.10

Release date: 6/10/18

• Restrict urllib3's version due to requests dependency problem

1.3.9.1

Release date: 6/9/18

• Fix bug with competitions submissions.

1.3.9

Release date: 6/8/18

• Improve error message for closed competitions
• Remove stacktrace on errors
• Print any invalid tags
• Warn if there are no competition files to download
• Implement resumable uploads
• Add subtitle metadata to dataset uploads
• Add progress bars for uploads and downloads
• Add command for downloading competitions leaderboard
• Add command for viewing the top of the leaderboard

1.3.8

Release date: 5/18/18

• Add option to delete all previous dataset versions

1.3.7

Release date: 5/18/18

• Add aliases for subcommands (ex. kaggle c is the same thing as kaggle competitions)
• Add version command
• Show full download path for files
• Remove file size limitation from uploads

1.3.6

Release date: 5/7/18

• Give the option to add tags to datasets.
  • Known limitiation - you cannot delete tags through the API. Those changes must be done through the website.

1.3.5

Release date: 5/4/18

• Fix schema declaration in dataset resources

1.3.4

Release date: 4/30/18

• Rename columns to fields

1.3.3

Release date: 4/26/18

• Fix UnicodeEncodeError for certain datasets
• Include Swagger yaml and config files

1.3.2.1

Release date: 4/24/18

• Fix bug with column metadata

1.3.2

Release date: 4/24/18

• Give the option to specify a schema for uploaded datasets
• Give the option to set the dataset description during updates

1.3.1

Release date: 4/19/18

• Give the option to set dataset file descriptions
• Give the option to not convert tabular datasets to csv

1.3.0

Release date: 4/18/18

• Give the option to set the dataset description during creation

1.2.1

Release date: 4/17/18

• Issue #5 - Reformat code for consistency and to align with Google's python coding style. Most of the changes are cosmetic, but most cases of camelCasing other than class names have been changed to snake_case. This is a breaking change for anyone directly using the python code rather than simply using the command line.