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텐서플로우:: 작전:: 디코드CSV
#include <parsing_ops.h>
CSV 레코드를 텐서로 변환합니다.
요약
각 열은 하나의 텐서에 매핑됩니다.
CSV 레코드에는 RFC 4180 형식이 필요합니다. ( https://tools.ietf.org/html/rfc4180 ) int 또는 float 필드에서는 선행 및 후행 공백을 허용합니다.
인수:
- 범위: 범위 개체
- records: 각 문자열은 csv의 레코드/행이며 모든 레코드는 동일한 형식을 가져야 합니다.
- Record_defaults: 입력 레코드의 열당 하나의 텐서. 해당 열에 대한 스칼라 기본값 또는 열이 필요한 경우 빈 벡터가 포함됩니다.
선택적 속성( Attrs
참조):
- field_delim: 레코드의 필드를 구분하는 문자 구분 기호입니다.
- use_quote_delim: false인 경우 큰따옴표를 문자열 필드 내부의 일반 문자로 처리합니다(RFC 4180, 섹션 2, 글머리 기호 5 무시).
- na_value: NA/NaN으로 인식할 추가 문자열입니다.
보고:
-
OutputList
: 각 텐서는 레코드와 동일한 모양을 갖습니다.
공개 속성
공공 기능
공개 정적 함수
필드Delim
Attrs FieldDelim(
StringPiece x
)
Na값
Attrs NaValue(
StringPiece x
)
SelectCols
Attrs SelectCols(
const gtl::ArraySlice< int > & x
)
사용인용Delim
Attrs UseQuoteDelim(
bool x
)
달리 명시되지 않는 한 이 페이지의 콘텐츠에는 Creative Commons Attribution 4.0 라이선스에 따라 라이선스가 부여되며, 코드 샘플에는 Apache 2.0 라이선스에 따라 라이선스가 부여됩니다. 자세한 내용은 Google Developers 사이트 정책을 참조하세요. 자바는 Oracle 및/또는 Oracle 계열사의 등록 상표입니다.
최종 업데이트: 2025-07-27(UTC)
[null,null,["최종 업데이트: 2025-07-27(UTC)"],[],[],null,["# tensorflow::ops::DecodeCSV Class Reference\n\ntensorflow::ops::DecodeCSV\n==========================\n\n`#include \u003cparsing_ops.h\u003e`\n\nConvert CSV records to tensors.\n\nSummary\n-------\n\nEach column maps to one tensor.\n\nRFC 4180 format is expected for the CSV records. (\u003chttps://tools.ietf.org/html/rfc4180\u003e) Note that we allow leading and trailing spaces with int or float field.\n\nArguments:\n\n- scope: A [Scope](/versions/r2.2/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- records: Each string is a record/row in the csv and all records should have the same format.\n- record_defaults: One tensor per column of the input record, with either a scalar default value for that column or an empty vector if the column is required.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs)):\n\n- field_delim: char delimiter to separate fields in a record.\n- use_quote_delim: If false, treats double quotation marks as regular characters inside of the string fields (ignoring RFC 4180, Section 2, Bullet 5).\n- na_value: Additional string to recognize as NA/NaN.\n\n\u003cbr /\u003e\n\nReturns:\n\n- `OutputList`: Each tensor will have the same shape as records.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [DecodeCSV](#classtensorflow_1_1ops_1_1_decode_c_s_v_1abb564f0f8635299e4d247579c3573a82)`(const ::`[tensorflow::Scope](/versions/r2.2/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.2/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` records, ::`[tensorflow::InputList](/versions/r2.2/api_docs/cc/class/tensorflow/input-list#classtensorflow_1_1_input_list)` record_defaults)` ||\n| [DecodeCSV](#classtensorflow_1_1ops_1_1_decode_c_s_v_1ae32db75a692e4afe6b70cc30598e4011)`(const ::`[tensorflow::Scope](/versions/r2.2/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.2/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` records, ::`[tensorflow::InputList](/versions/r2.2/api_docs/cc/class/tensorflow/input-list#classtensorflow_1_1_input_list)` record_defaults, const `[DecodeCSV::Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_decode_c_s_v_1a724a3cdf473b012d0b0ba7d76671ef50) | [Operation](/versions/r2.2/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [output](#classtensorflow_1_1ops_1_1_decode_c_s_v_1af13fac27cc90a9988b6f3130be188b14) | `::`[tensorflow::OutputList](/versions/r2.2/api_docs/cc/group/core#group__core_1gab449e6a3abd500c2f4ea93f9e89ba96c) |\n\n| ### Public functions ||\n|------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| [operator[]](#classtensorflow_1_1ops_1_1_decode_c_s_v_1aba6179f5920348d20cc574fa0921ae82)`(size_t index) const ` | `::`[tensorflow::Output](/versions/r2.2/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public static functions ||\n|-------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------|\n| [FieldDelim](#classtensorflow_1_1ops_1_1_decode_c_s_v_1a783b3fcdf01d0b499e1a5f72a5b042a2)`(StringPiece x)` | [Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs) |\n| [NaValue](#classtensorflow_1_1ops_1_1_decode_c_s_v_1a357f7eec9a91b48588facfab257e46a5)`(StringPiece x)` | [Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs) |\n| [SelectCols](#classtensorflow_1_1ops_1_1_decode_c_s_v_1a08cc36204d26ff6e6cd736a7d4a1e43b)`(const gtl::ArraySlice\u003c int \u003e & x)` | [Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs) |\n| [UseQuoteDelim](#classtensorflow_1_1ops_1_1_decode_c_s_v_1aa67991c469762771d5aa77050b8808a3)`(bool x)` | [Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs#structtensorflow_1_1ops_1_1_decode_c_s_v_1_1_attrs) |\n\n| ### Structs ||\n|----------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::DecodeCSV::Attrs](/versions/r2.2/api_docs/cc/struct/tensorflow/ops/decode-c-s-v/attrs) | Optional attribute setters for [DecodeCSV](/versions/r2.2/api_docs/cc/class/tensorflow/ops/decode-c-s-v#classtensorflow_1_1ops_1_1_decode_c_s_v). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### output\n\n```text\n::tensorflow::OutputList output\n``` \n\nPublic functions\n----------------\n\n### DecodeCSV\n\n```gdscript\n DecodeCSV(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input records,\n ::tensorflow::InputList record_defaults\n)\n``` \n\n### DecodeCSV\n\n```gdscript\n DecodeCSV(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input records,\n ::tensorflow::InputList record_defaults,\n const DecodeCSV::Attrs & attrs\n)\n``` \n\n### operator\\[\\]\n\n```gdscript\n::tensorflow::Output operator[](\n size_t index\n) const \n``` \n\nPublic static functions\n-----------------------\n\n### FieldDelim\n\n```text\nAttrs FieldDelim(\n StringPiece x\n)\n``` \n\n### NaValue\n\n```text\nAttrs NaValue(\n StringPiece x\n)\n``` \n\n### SelectCols\n\n```gdscript\nAttrs SelectCols(\n const gtl::ArraySlice\u003c int \u003e & x\n)\n``` \n\n### UseQuoteDelim\n\n```text\nAttrs UseQuoteDelim(\n bool x\n)\n```"]]