Bump datasets from 1.6.2 to 2.6.1

[dependabot[bot]]

Bumps datasets from 1.6.2 to 2.6.1.

Release notes

Sourced from datasets's releases.

2.6.1

Bug fixes

• Fix filter indices when batched by @​albertvillanova in huggingface/datasets#5113
  • fixed a bug where filter could return examples with the wrong indices
• Fix iter_batches by @​lhoestq in huggingface/datasets#5115
  • fixed a bug where map with batch=True could return a dataset with less examples
• Fix a typo in arrow_dataset.py by @​yangky11 in huggingface/datasets#5108

New Contributors

• @​yangky11 made their first contribution in huggingface/datasets#5108

Full Changelog: https://github.com/huggingface/datasets/compare/2.6.0...2.6.1

2.6.0

Important

• [GH->HF] Remove all dataset scripts from github by @​lhoestq in huggingface/datasets#4974
  • all the dataset scripts and dataset cards are now on https://hf.co/datasets
  • we invite users and contributors to open discussions or pull requests on the Hugging Face Hub from now on

Datasets features

• Add ability to read-write to SQL databases. by @​Dref360 in huggingface/datasets#4928
  • Read from sqlite file:

  from datasets import Dataset
  dataset = Dataset.from_sql("data_table", "sqlite:///sqlite_file.db")
  

  • Allow connection objects in from_sql + small doc improvement by @​mariosasko in huggingface/datasets#5091

  from datasets import Dataset
  from sqlite3 import connect
  con = connect(...)
  dataset = Dataset.from_sql("SELECT text FROM table WHERE length(text) > 100 LIMIT 10", con)
  

• Image & Audio formatting for numpy/torch/tf/jax by @​lhoestq in huggingface/datasets#5072
  • return numpy/torch/tf/jax tensors with

  from datasets import load_dataset
  ds = load_dataset("imagenet-1k").with_format("torch")  # or numpy/tf/jax
  ds[0]["image"]
  

• Added IterableDataset.from_generator by @​hamid-vakilzadeh in huggingface/datasets#5052
• Fast dataset iter by @​mariosasko in huggingface/datasets#5030
  • speed up by a factor of 2 using the Arrow Table reader
• Dataset infos in yaml by @​lhoestq in huggingface/datasets#4926
  • you can now specify the feature types and number of samples in the dataset card, see https://huggingface.co/docs/datasets/dataset_card
• Add kwargs to Dataset.from_generator by @​mariosasko in huggingface/datasets#5049
• Support converters in CsvBuilder by @​mariosasko in huggingface/datasets#5057
• Restore saved format state in load_from_disk by @​asofiaoliveira in huggingface/datasets#5073

... (truncated)

Commits

• 1742cf1 Release: 2.6.1
• eadc79a Fix iter_batches (#5115)
• d60f5ff Fix filter indices when batched (#5113)
• 3ad9644 Fix a typo in arrow_dataset.py (#5108)
• 0d4e390 set dev version
• dc3f72e Release: 2.6.0
• 99680a7 Fix task template reload from dict (#5106)
• dc4c764 fix for evaluate 0.2.2
• 9ec6cc7 Free the "hf" filesystem protocol for hffs (#5101)
• bbebe3f url encode hub url (#5099) (#5103)
• Additional commits viewable in compare view

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