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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
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2021-05-14 UTC.
[null,null,["Last updated 2021-05-14 UTC."],[],[],null,["# tensorflow::ops::DecodeJSONExample Class Reference\n\ntensorflow::\nops::\nDecodeJSONExample\n====================================\n\n`\n#include \u003cparsing_ops.h\u003e\n`\n\n\nConvert JSON-encoded Example records to binary protocol buffer strings.\n\nSummary\n-------\n\n\nNote: This is\n**not**\na general purpose JSON parsing op.\n\n\nThis op converts JSON-serialized\n`\ntf.train.Example\n`\n(created with\n`\njson_format.MessageToJson\n`\n, following the\n[standard JSON mapping](https://developers.google.com/protocol-buffers/docs/proto3#json)\n) to a binary-serialized\n`\ntf.train.Example\n`\n(equivalent to\n`\nExample.SerializeToString()\n`\n) suitable for conversion to tensors with\n`\ntf.io.parse_example\n`\n.\n\n\nArgs:\n\n- scope: A [Scope](/versions/r2.5/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\n\nReturns:\n\n- `\n `[Output](/versions/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output)`\n ` : Each string is a binary Example protocol buffer corresponding to the respective element of `\n json_examples\n ` .\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/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, :: `[tensorflow::Input](/versions/r2.5/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/r2.5/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/r2.5/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```"]]
