{"id":28380,"library":"tensorflow-io-nightly","title":"TensorFlow IO Nightly","description":"Nightly build of TensorFlow I/O, a library of datasets and file system extensions for TensorFlow. Provides support for reading/writing various file formats (e.g., Apache Avro, Parquet, TFRecord) and distributed file systems (e.g., S3, GCS, HDFS). Latest stable up to 0.37.1. Release cadence weekly to monthly.","status":"active","version":"0.31.0.dev20230309180344","language":"python","source_language":"en","source_url":"https://github.com/tensorflow/io","tags":["tensorflow","io","nightly","datasets","filesystem"],"install":[{"cmd":"pip install tensorflow-io-nightly","lang":"bash","label":"Install nightly build"}],"dependencies":[{"reason":"Required runtime dependency; tensorflow-io is an extension for TensorFlow.","package":"tensorflow","optional":false},{"reason":"Do NOT install both tensorflow-io and tensorflow-io-nightly simultaneously.","package":"tensorflow-io","optional":true}],"imports":[{"note":"Common mistake: users try to import from an 'io' submodule that does not exist.","wrong":"import tensorflow_io.io as tfio","symbol":"IOTensor","correct":"from tensorflow_io import IOTensor"},{"note":"The correct top-level alias is directly 'tensorflow_io', not 'tensorflow_io.io'.","wrong":"import tensorflow_io.io as tfio","symbol":"tfio","correct":"import tensorflow_io as tfio"}],"quickstart":{"code":"import tensorflow as tf\nimport tensorflow_io as tfio\n\n# Read a CSV file using the experimental CSV dataset\ndataset = tfio.experimental.IODataset.from_tfrecord('/path/to/file.tfrecord')\nfor record in dataset.take(1):\n    print(record)","lang":"python","description":"Basic usage: import and read a TFRecord file using the experimental IODataset."},"warnings":[{"fix":"Uninstall both with 'pip uninstall tensorflow-io tensorflow-io-nightly', then install only the desired one.","message":"tensorflow-io-nightly and tensorflow-io are different packages. Do NOT install both; they conflict. Use one or the other.","severity":"gotcha","affected_versions":"all"},{"fix":"Use the stable 'tensorflow-io' package for production.","message":"tensorflow-io-nightly is a nightly build and may be unstable or have breaking changes. It is not intended for production use.","severity":"breaking","affected_versions":"all"},{"fix":"Upgrade to TensorFlow 2.x and use the recommended IODataset API.","message":"Some APIs in tensorflow_io (e.g., certain dataset constructors) rely on TensorFlow 2.x patterns and may not work with TensorFlow 1.x.","severity":"deprecated","affected_versions":">=0.30.0"}],"env_vars":null,"search_vec":"'0.37.1':43 'apach':27 'avro':28 'build':5 'cadenc':45 'dataset':12,52 'distribut':32 'e.g':26,35 'extens':16 'file':14,24,33 'filesystem':53 'format':25 'gcs':37 'hdfs':38 'i/o':8 'io':2,50 'latest':39 'librari':10 'month':48 'night':3,4,51 'parquet':29 'provid':19 'reading/writing':22 'releas':44 's3':36 'stabl':40 'support':20 'system':15,34 'tensorflow':1,7,18,49 'tfrecord':30 'various':23 'week':46","created_at":"2026-05-09T05:55:12.675465+00:00","updated_at":"2026-05-09T05:55:12.675465+00:00","problems":{"verify_error":"× No solution found when resolving dependencies:\n  ╰─▶ Because only the following versions of tensorflow-io-nightly are\n      available:\n          tensorflow-io-nightly==0.3.0.dev328\n          tensorflow-io-nightly==0.3.0.dev329\n          tensorflow-io-nightly==0.3.0.dev360\n          tensorflow-io-n"},"ecosystem":"pypi","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":null,"cli_name":"","cli_version":null,"type":"library","homepage":"https://www.tensorflow.org/io","github":"https://github.com/tensorflow/io","docs":"https://tensorflow.org/io","changelog":null,"pypi":"https://pypi.org/project/tensorflow-io-nightly/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["ai-ml","data","serialization"],"base_url":null,"auth_type":null,"provenance":{"verified_status":"install_fail","verified_at":"2026-06-29","last_verified":"2026-06-29","next_check":"2026-07-06","install_tag":null}}