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tensorflow::ops::DecodeJSONExample
#include <parsing_ops.h>
Convert JSON-encoded Example records to binary protocol buffer strings.
Summary
Note: This is not a general purpose JSON parsing op.
This op converts JSON-serialized tf.train.Example (created with json_format.MessageToJson, following the standard JSON mapping) to a binary-serialized tf.train.Example (equivalent to Example.SerializeToString()) suitable for conversion to tensors with tf.io.parse_example.
Args:
- scope: A Scope object
- json_examples: Each string is a JSON object serialized according to the JSON mapping of the Example proto.
Returns:
Output: Each string is a binary Example protocol buffer corresponding to the respective element of json_examples.
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::DecodeJSONExample Class Reference\n\ntensorflow::ops::DecodeJSONExample\n==================================\n\n`#include \u003cparsing_ops.h\u003e`\n\nConvert JSON-encoded Example records to binary protocol buffer strings.\n\nSummary\n-------\n\nNote: This is **not** a general purpose JSON parsing op.\n\nThis op converts JSON-serialized `tf.train.Example` (created with `json_format.MessageToJson`, following the [standard JSON mapping](https://developers.google.com/protocol-buffers/docs/proto3#json)) to a binary-serialized `tf.train.Example` (equivalent to `Example.SerializeToString()`) suitable for conversion to tensors with `tf.io.parse_example`.\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- json_examples: Each string is a JSON object serialized according to the JSON mapping of the Example proto.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): Each string is a binary Example protocol buffer corresponding to the respective element of `json_examples`.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [DecodeJSONExample](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1a5175fd5db2a3e172a06516fec3850efc)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` json_examples)` ||\n\n| ### Public attributes ||\n|----------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|\n| [binary_examples](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1ac6b3c22f94a224fac5ebd77479234283) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n| [operation](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1aa94b74db4f2eca6c04a386e5c8174a04) | [Operation](/versions/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n\n| ### Public functions ||\n|----------------------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1a92b8985bc289f541f6e6b6c22385977d)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1acc4b898745eafcad0baf530183ec33c8)`() const ` | |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_decode_j_s_o_n_example_1afc1fcbf55494127f3107e7901ebec32a)`() const ` | |\n\nPublic attributes\n-----------------\n\n### binary_examples\n\n```scdoc\n::tensorflow::Output binary_examples\n``` \n\n### operation\n\n```text\nOperation operation\n``` \n\nPublic functions\n----------------\n\n### DecodeJSONExample\n\n```gdscript\n DecodeJSONExample(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input json_examples\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n```"]]
