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docs/tutorials/avro.ipynb

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" <a target=\"_blank\" href=\"https://www.tensorflow.org/io/tutorials/avro\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/burgerkingeater/io/blob/tutorial/docs/tutorials/avro.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/io/blob/tutorial/docs/tutorials/avro.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://github.com/burgerkingeater/io/blob/tutorial/docs/tutorials/avro.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
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" <a target=\"_blank\" href=\"https://github.com/tensorflow/io/blob/tutorial/docs/tutorials/avro.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
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" </td>\n",
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" <td>\n",
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" <a href=\"https://storage.googleapis.com/tensorflow_docs/io/docs/tutorials/avro.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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],
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"source": [
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"!curl -OL https://github.com/burgerkingeater/io/raw/tutorial/docs/tutorials/avro/mnist.avron",
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"!curl -OL https://github.com/tensorflow/io/raw/tutorial/docs/tutorials/avro/mnist.avron",
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"!ls -l mnist.avro"
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]
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],
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"source": [
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"!curl -OL https://github.com/burgerkingeater/io/raw/tutorial/docs/tutorials/avro/mnist.avsc\n",
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"!curl -OL https://github.com/tensorflow/io/raw/tutorial/docs/tutorials/avro/mnist.avsc\n",
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"!ls -l mnist.avsc"
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]
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"source": [
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"In the above example, The avro file `mnist.avro` has 3 fields for each record: `features`, which is an array of int, `label`, an int, and `dataType`, an enum. Here is a sample record from `mnist.avro`\n",
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"<table class=\"avro-record-sample\" align=\"center\">\n",
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" <td> <a target=\"_blank\"><img src=\"https://github.com/burgerkingeater/io/raw/tutorial/docs/tutorials/avro/one_record_in_mnist.png\">first record in mnist.avro</a>\n",
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" <td> <a target=\"_blank\"><img src=\"https://github.com/tensorflow/io/raw/tutorial/docs/tutorials/avro/one_record_in_mnist.png\">first record in mnist.avro</a>\n",
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" </td>\n",
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"</table>\n",
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"And the schema of `mnist.avro` which is represented by `mnist.avsc` is \n",
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"<table class=\"avro-schema\" align=\"center\">\n",
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" <td> <a target=\"_blank\"><img src=\"https://github.com/burgerkingeater/io/raw/tutorial/docs/tutorials/avro/avro_schema.png\" width=\"300\" height=\"300\">the schema of mnist.avro</a>\n",
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" <td> <a target=\"_blank\"><img src=\"https://github.com/tensorflow/io/raw/tutorial/docs/tutorials/avro/avro_schema.png\" width=\"300\" height=\"300\">the schema of mnist.avro</a>\n",
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" </td>\n",
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"</table>\n"
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"id": "IF_kYz_o2DH4"
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},
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"source": [
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"A comprehensive set of examples is provided within <a target=\"_blank\" href=\"https://github.com/tensorflow/io/blob/master/tests/test_parse_avro_eager.py#L580r\">the tests</a>\n"
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"A comprehensive set of examples of Avro dataset API is provided within <a target=\"_blank\" href=\"https://github.com/tensorflow/io/blob/master/tests/test_parse_avro_eager.py#L580r\">the tests</a>\n"
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}
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