1.3.2

🚀 New

• Auto infer-schema & auto-directory ingestion! (#696) @McCrearyD
• Added a hello objectron notebook (#694) @haiyangdeperci
• Added ability to specify region in S3 (#715) @kevinlu1211
• CSV parsing added to hub.auto (#711) @dhiganthrao
• Added genomelake hub backend benchmarks (#680) @DebadityaPal
• Added unit test for utils.py (#668) @hakanbakacak

🧭 What's Changed

• to_tensorflow now supports a new argument (key_list) that only passes certain tensors to it and speeds up iteration time in case multiple extra tensors are present. (#689) @AbhinavTuli
• Caching present within to_tensorflow has been improved to tensors with dynamic shapes (earlier it was saving only the current sample in the cache) (#689) @AbhinavTuli
• Adds the option to specify None as compressor while defining the schema (#689) @AbhinavTuli
• Adds the ability to slice dynamically shaped tensors and obtain a list instead of iterating over them one by one. (#689) @AbhinavTuli
• transform logic has been modified to work properly with multiple workers (#689) @AbhinavTuli
• Added tags to usage and crash reports (#697) @zomglings
• Added ipynb file with benchmark tests for dnafrag package (#676) @DebadityaPal
• Relaxed hub requirements (#659) @haiyangdeperci
• Updated Objectron dataset tensors from generic types to hub schema representations (#705) @haiyangdeperci

🐛 Bug Fixes

• Removed mutable default args in client/base.py (#699) @TakshPanchal
• Fixes windows environment encoding (#671) @haiyangdeperci
• Fix/windows setup (#650) @haiyangdeperci
• Fixed README links (#682) @DebadityaPal
• Any dataset copy test that got interrupted midway through the test affected all subsequent test runs. This has now been fixed. (#689) @AbhinavTuli
• Fixed issue with resize in mode='a' (#718) @kristinagrig06

🗂 Documentation

• Russian translation for README (#656) @george-zakharov
• Update schema docs (#654) @thisiseshan
• Add Tutorial for Working with Text on Hub (#672) @dhiganthrao
• include consent language in readme (#666) @mynameisvinn

🔗 Dependency Updates

• Bumped humbug dependency version to ">=0.1.6" (#673) @zomglings
• Update zarr requirement from <2.7,>=2.4 to >=2.4,<2.8 (#717) @dependabot-preview
• Bump boto3 from 1.17.33 to 1.17.36 (#716) @dependabot-preview
• Bump boto3 from 1.17.30 to 1.17.33 (#701) @dependabot-preview
• Bump tensorflow from 2.4.0 to 2.4.1 (#706) @dependabot-preview
• Bump sphinx from 3.5.2 to 3.5.3 (#707) @dependabot-preview
• Bump tiledb from 0.7.6 to 0.8.5 (#703) @dependabot-preview
• Bump flake8 from 3.8.4 to 3.9.0 (#686) @dependabot-preview
• [Security] Bump tensorflow from 2.3.1 to 2.4.0 (#332) @dependabot-preview
• Bump pytest-cov from 2.10.1 to 2.11.1 (#474) @dependabot-preview
• Bump boto3 from 1.17.22 to 1.17.30 (#693) @dependabot-preview

⚙️ Who Contributed

@AbhinavTuli, @DebadityaPal, @McCrearyD, @TakshPanchal, @dependabot-preview, @dependabot-preview[bot], @dhiganthrao, @george-zakharov, @haiyangdeperci, @hakanbakacak, @kevinlu1211, @kristinagrig06, @madhucharan, @mynameisvinn, @thisiseshan, @zomglings