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提交 6e452d82 编写于 作者: M mindspore-ci-bot 提交者： Gitee
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!5496 Change the argument type of CSV state function from char to int 

Merge pull request !5496 from jiangzhiwen/bug/csv_char_to_int
上级 913e170f 368c560c
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Showing with 232 addition and 212 deletion
mindspore/ccsrc/minddata/dataset/engine/datasetops/source/csv_op.cc
浏览文件 @ 6e452d82
...@@ -97,7 +97,67 @@ Status CsvOp::Init() { ...@@ -97,7 +97,67 @@ Status CsvOp::Init() {
return Status::OK(); return Status::OK();
} }
int CsvOp::CsvParser::put_record(char c) { CsvOp::CsvParser::CsvParser(int32_t worker_id, std::shared_ptr<JaggedConnector> connector, int64_t rows_per_buffer,
char field_delim, std::vector<std::shared_ptr<CsvOp::BaseRecord>> column_default)
: worker_id_(worker_id),
buffer_connector_(connector),
csv_rows_per_buffer_(rows_per_buffer),
csv_field_delim_(field_delim),
column_default_(column_default),
cur_state_(START_OF_FILE),
pos_(0),
cur_row_(0),
cur_col_(0),
total_rows_(0),
start_offset_(0),
end_offset_(std::numeric_limits<int64_t>::max()),
err_message_("unknown") {
cur_buffer_ = std::make_unique<DataBuffer>(0, DataBuffer::BufferFlags::kDeBFlagNone);
InitCsvParser();
}
void CsvOp::CsvParser::Reset() {
cur_state_ = START_OF_FILE;
pos_ = 0;
cur_row_ = 0;
cur_col_ = 0;
}
CsvOp::CsvParser::Message CsvOp::CsvParser::GetMessage(int c) {
if (c == csv_field_delim_) {
return Message::MS_DELIM;
} else if (c == '"') {
return Message::MS_QUOTE;
} else if (c == '\r' || c == '\n') {
return Message::MS_END_OF_LINE;
} else if (c == std::char_traits<char>::eof()) {
return Message::MS_END_OF_FILE;
} else {
return Message::MS_NORMAL;
}
}
int CsvOp::CsvParser::ProcessMessage(int c) {
Message m = GetMessage(c);
StateDiagram::iterator it = sd.find({cur_state_, m});
if (it == sd.end()) {
return -1;
}
int ret = it->second.second(*this, c);
cur_state_ = it->second.first;
return ret;
}
int CsvOp::CsvParser::PutChar(int c) {
if (pos_ >= str_buf_.size()) {
str_buf_.resize(str_buf_.size() * 2);
}
str_buf_[pos_] = c;
pos_++;
return 0;
}
int CsvOp::CsvParser::PutRecord(int c) {
std::string s = std::string(str_buf_.begin(), str_buf_.begin() + pos_); std::string s = std::string(str_buf_.begin(), str_buf_.begin() + pos_);
std::shared_ptr<Tensor> t; std::shared_ptr<Tensor> t;
if (cur_col_ >= column_default_.size()) { if (cur_col_ >= column_default_.size()) {
...@@ -125,7 +185,7 @@ int CsvOp::CsvParser::put_record(char c) { ...@@ -125,7 +185,7 @@ int CsvOp::CsvParser::put_record(char c) {
return 0; return 0;
} }
int CsvOp::CsvParser::put_row(char c) { int CsvOp::CsvParser::PutRow(int c) {
if (total_rows_ < start_offset_) { if (total_rows_ < start_offset_) {
total_rows_++; total_rows_++;
cur_col_ = 0; cur_col_ = 0;
...@@ -137,7 +197,7 @@ int CsvOp::CsvParser::put_row(char c) { ...@@ -137,7 +197,7 @@ int CsvOp::CsvParser::put_row(char c) {
return 0; return 0;
} }
int ret = put_record(c); int ret = PutRecord(c);
if (ret < 0) { if (ret < 0) {
return ret; return ret;
} }
...@@ -162,9 +222,14 @@ int CsvOp::CsvParser::put_row(char c) { ...@@ -162,9 +222,14 @@ int CsvOp::CsvParser::put_row(char c) {
return 0; return 0;
} }
int CsvOp::CsvParser::end_file(char c) { int CsvOp::CsvParser::AddRow(int c) {
total_rows_++;
return 0;
}
int CsvOp::CsvParser::EndFile(int c) {
if (cur_col_ > 0) { if (cur_col_ > 0) {
int ret = put_row(c); int ret = PutRow(c);
if (ret < 0) { if (ret < 0) {
return ret; return ret;
} }
...@@ -177,7 +242,18 @@ int CsvOp::CsvParser::end_file(char c) { ...@@ -177,7 +242,18 @@ int CsvOp::CsvParser::end_file(char c) {
return 0; return 0;
} }
int CsvOp::CsvParser::countRows(int c) { int CsvOp::CsvParser::CatchException(int c) {
if (GetMessage(c) == Message::MS_QUOTE && cur_state_ == State::UNQUOTE) {
err_message_ = "Invalid quote in unquote field.";
} else if (GetMessage(c) == Message::MS_END_OF_FILE && cur_state_ == State::QUOTE) {
err_message_ = "Reach the end of file in quote field.";
} else if (GetMessage(c) == Message::MS_NORMAL && cur_state_ == State::SECOND_QUOTE) {
err_message_ = "Receive unquote char in quote field.";
}
return -1;
}
int CsvOp::CsvParser::CountRows(int c) {
Message m; Message m;
if (c == '"') { if (c == '"') {
m = Message::MS_QUOTE; m = Message::MS_QUOTE;
...@@ -194,79 +270,79 @@ int CsvOp::CsvParser::countRows(int c) { ...@@ -194,79 +270,79 @@ int CsvOp::CsvParser::countRows(int c) {
return it->second.second(*this, c); return it->second.second(*this, c);
} }
Status CsvOp::CsvParser::initCsvParser() { Status CsvOp::CsvParser::InitCsvParser() {
str_buf_.resize(CSV_BUFFER_SIZE); str_buf_.resize(CSV_BUFFER_SIZE);
// State diagram for counting rows // State diagram for counting rows
sdl = {// START_OF_FILE sdl = {// START_OF_FILE
// ┌───────────┬───────────┬───────────────┐ // |---------------------------------------|
// │ abc │ " │ \n │ // | abc | " | \n |
// ├───────────┼───────────┼───────────────┤ // |---------------------------------------|
// │ UNQUOTE │ QUOTE │ START_OF_FILE │ // | UNQUOTE | QUOTE | START_OF_FILE |
// ├───────────┼───────────┼───────────────┤ // |---------------------------------------|
// | null_func │ null_func │ null_func │ // | NullFunc | NullFunc | NullFunc |
// └───────────┴───────────┴───────────────┘ // |---------------------------------------|
{{State::START_OF_FILE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::null_func}}, {{State::START_OF_FILE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::NullFunc}},
{{State::START_OF_FILE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::null_func}}, {{State::START_OF_FILE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::NullFunc}},
{{State::START_OF_FILE, Message::MS_END_OF_LINE}, {State::START_OF_FILE, &CsvParser::null_func}}, {{State::START_OF_FILE, Message::MS_END_OF_LINE}, {State::START_OF_FILE, &CsvParser::NullFunc}},
// UNQUOTE // UNQUOTE
// ┌───────────┬───────────┬─────────────┐ // |-------------------------------------|
// │ abc │ " │ \n │ // | abc | " | \n |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// │ UNQUOTE │ QUOTE │ END_OF_LINE │ // | UNQUOTE | QUOTE | END_OF_LINE |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// | null_func │ null_func │ add_row │ // | NullFunc | NullFunc | AddRow |
// └───────────┴───────────┴─────────────┘ // |-------------------------------------|
{{State::UNQUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::null_func}}, {{State::UNQUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::NullFunc}},
{{State::UNQUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::null_func}}, {{State::UNQUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::NullFunc}},
{{State::UNQUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::add_row}}, {{State::UNQUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::AddRow}},
// QUOTE // QUOTE
// ┌───────────┬──────────────┬───────────┐ // |--------------------------------------|
// │ abc │ " │ \n │ // | abc | " | \n |
// ├───────────┼──────────────┼───────────┤ // |--------------------------------------|
// │ QUOTE │ SECOND_QUOTE │ QUOTE │ // | QUOTE | SECOND_QUOTE | QUOTE |
// ├───────────┼──────────────┼───────────┤ // |--------------------------------------|
// | null_func │ null_func │ null_func │ // | NullFunc | NullFunc | NullFunc |
// └───────────┴──────────────┴───────────┘ // |--------------------------------------|
{{State::QUOTE, Message::MS_NORMAL}, {State::QUOTE, &CsvParser::null_func}}, {{State::QUOTE, Message::MS_NORMAL}, {State::QUOTE, &CsvParser::NullFunc}},
{{State::QUOTE, Message::MS_QUOTE}, {State::SECOND_QUOTE, &CsvParser::null_func}}, {{State::QUOTE, Message::MS_QUOTE}, {State::SECOND_QUOTE, &CsvParser::NullFunc}},
{{State::QUOTE, Message::MS_END_OF_LINE}, {State::QUOTE, &CsvParser::null_func}}, {{State::QUOTE, Message::MS_END_OF_LINE}, {State::QUOTE, &CsvParser::NullFunc}},
// SECOND_QUOTE // SECOND_QUOTE
// ┌───────────┬───────────┬─────────────┐ // |-------------------------------------|
// │ abc │ " │ \n │ // | abc | " | \n |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// │ UNQUOTE │ QUOTE │ END_OF_LINE │ // | UNQUOTE | QUOTE | END_OF_LINE |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// | null_func │ null_func │ add_row │ // | NullFunc | NullFunc | AddRow |
// └───────────┴───────────┴─────────────┘ // |-------------------------------------|
{{State::SECOND_QUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::null_func}}, {{State::SECOND_QUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::NullFunc}},
{{State::SECOND_QUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::null_func}}, {{State::SECOND_QUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::NullFunc}},
{{State::SECOND_QUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::add_row}}, {{State::SECOND_QUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::AddRow}},
// END_OF_LINE // END_OF_LINE
// ┌───────────┬───────────┬─────────────┐ // |-------------------------------------|
// │ abc │ " │ \n │ // | abc | " | \n |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// │ UNQUOTE │ QUOTE │ END_OF_LINE │ // | UNQUOTE | QUOTE | END_OF_LINE |
// ├───────────┼───────────┼─────────────┤ // |-------------------------------------|
// | null_func │ null_func │ null_func │ // | NullFunc | NullFunc | NullFunc |
// └───────────┴───────────┴─────────────┘ // |-------------------------------------|
{{State::END_OF_LINE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::null_func}}, {{State::END_OF_LINE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::NullFunc}},
{{State::END_OF_LINE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::null_func}}, {{State::END_OF_LINE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::NullFunc}},
{{State::END_OF_LINE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::null_func}}}; {{State::END_OF_LINE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::NullFunc}}};
// State diagram for CSV parser // State diagram for CSV parser
sd = {// START_OF_FILE sd = {// START_OF_FILE
// ┌───────────┬──────────┬──────────┬────────────────┬────────────────┐ // |-------------------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├───────────┼──────────┼──────────┼────────────────┼────────────────┤ // |-------------------------------------------------------------------|
// │ UNQUOTE │ DELIM │ QUOTE │ START_OF_FILE │ END_OF_FILE │ // | UNQUOTE | DELIM | QUOTE | START_OF_FILE | END_OF_FILE |
// ├───────────┼──────────┼──────────┼────────────────┼────────────────┤ // |-------------------------------------------------------------------|
// | lambda │ lambda │ lambda │ null_func │ null_func │ // | lambda | lambda | lambda | NullFunc | NullFunc |
// └───────────┴──────────┴──────────┴────────────────┴────────────────┘ // |-------------------------------------------------------------------|
{{State::START_OF_FILE, Message::MS_NORMAL}, {{State::START_OF_FILE, Message::MS_NORMAL},
{State::UNQUOTE, {State::UNQUOTE,
[this](CsvParser &, char c) -> int { [this](CsvParser &, char c) -> int {
...@@ -281,7 +357,7 @@ Status CsvOp::CsvParser::initCsvParser() { ...@@ -281,7 +357,7 @@ Status CsvOp::CsvParser::initCsvParser() {
[this](CsvParser &, char c) -> int { [this](CsvParser &, char c) -> int {
this->tensor_table_ = std::make_unique<TensorQTable>(); this->tensor_table_ = std::make_unique<TensorQTable>();
this->tensor_table_->push_back(TensorRow(column_default_.size(), nullptr)); this->tensor_table_->push_back(TensorRow(column_default_.size(), nullptr));
return this->put_record(c); return this->PutRecord(c);
}}}, }}},
{{State::START_OF_FILE, Message::MS_QUOTE}, {{State::START_OF_FILE, Message::MS_QUOTE},
{State::QUOTE, {State::QUOTE,
...@@ -291,81 +367,81 @@ Status CsvOp::CsvParser::initCsvParser() { ...@@ -291,81 +367,81 @@ Status CsvOp::CsvParser::initCsvParser() {
this->pos_ = 0; this->pos_ = 0;
return 0; return 0;
}}}, }}},
{{State::START_OF_FILE, Message::MS_END_OF_LINE}, {State::START_OF_FILE, &CsvParser::null_func}}, {{State::START_OF_FILE, Message::MS_END_OF_LINE}, {State::START_OF_FILE, &CsvParser::NullFunc}},
{{State::START_OF_FILE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::null_func}}, {{State::START_OF_FILE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::NullFunc}},
// UNQUOTE // UNQUOTE
// ┌───────────┬────────────┬───────────┬─────────────┬────────────────┐ // |-------------------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├───────────┼────────────┼───────────┼─────────────┼────────────────┤ // |-------------------------------------------------------------------|
// │ UNQUOTE │ DELIM │ EXCEPTION │ END_OF_LINE │ END_OF_FILE │ // | UNQUOTE | DELIM | EXCEPTION | END_OF_LINE | END_OF_FILE |
// ├───────────┼────────────┼───────────┼─────────────┼────────────────┤ // |-------------------------------------------------------------------|
// | put_char │ put_record │ exception │ put_row │ end_file │ // | PutChar | PutRecord | exception | PutRow | EndFile |
// └───────────┴────────────┴───────────┴─────────────┴────────────────┘ // |-------------------------------------------------------------------|
{{State::UNQUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::put_char}}, {{State::UNQUOTE, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::PutChar}},
{{State::UNQUOTE, Message::MS_DELIM}, {State::DELIM, &CsvParser::put_record}}, {{State::UNQUOTE, Message::MS_DELIM}, {State::DELIM, &CsvParser::PutRecord}},
{{State::UNQUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::put_row}}, {{State::UNQUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::PutRow}},
{{State::UNQUOTE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::end_file}}, {{State::UNQUOTE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::EndFile}},
// UNQUOTE-Exception // UNQUOTE-Exception
{{State::UNQUOTE, Message::MS_QUOTE}, {State::EXCEPTION, &CsvParser::catch_exception}}, {{State::UNQUOTE, Message::MS_QUOTE}, {State::EXCEPTION, &CsvParser::CatchException}},
// DELIM // DELIM
// ┌───────────┬────────────┬───────────┬─────────────┬────────────────┐ // |-------------------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├───────────┼────────────┼───────────┼─────────────┼────────────────┤ // |-------------------------------------------------------------------|
// │ UNQUOTE │ DELIM │ QUOTE │ END_OF_LINE │ END_OF_FILE │ // | UNQUOTE | DELIM | QUOTE | END_OF_LINE | END_OF_FILE |
// ├───────────┼────────────┼───────────┼─────────────┼────────────────┤ // |-------------------------------------------------------------------|
// | put_char │ put_record │ lambda │ put_row │ end_file │ // | PutChar | PutRecord | lambda | PutRow | EndFile |
// └───────────┴────────────┴───────────┴─────────────┴────────────────┘ // |-------------------------------------------------------------------|
{{State::DELIM, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::put_char}}, {{State::DELIM, Message::MS_NORMAL}, {State::UNQUOTE, &CsvParser::PutChar}},
{{State::DELIM, Message::MS_DELIM}, {State::DELIM, &CsvParser::put_record}}, {{State::DELIM, Message::MS_DELIM}, {State::DELIM, &CsvParser::PutRecord}},
{{State::DELIM, Message::MS_QUOTE}, {{State::DELIM, Message::MS_QUOTE},
{State::QUOTE, {State::QUOTE,
[this](CsvParser &, char c) -> int { [this](CsvParser &, char c) -> int {
this->pos_ = 0; this->pos_ = 0;
return 0; return 0;
}}}, }}},
{{State::DELIM, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::put_row}}, {{State::DELIM, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::PutRow}},
{{State::DELIM, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::end_file}}, {{State::DELIM, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::EndFile}},
// QUOTE // QUOTE
// ┌───────────┬──────────┬──────────────┬──────────┬────────────────┐ // |-----------------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├───────────┼──────────┼──────────────┼──────────┼────────────────┤ // |-----------------------------------------------------------------|
// │ QUOTE │ QUOTE │ SECOND_QUOTE │ QUOTE │ EXCEPTION │ // | QUOTE | QUOTE | SECOND_QUOTE | QUOTE | EXCEPTION |
// ├───────────┼──────────┼──────────────┼──────────┼────────────────┤ // |-----------------------------------------------------------------|
// | put_char │ put_char │ null_func │ put_char │ exception │ // | PutChar | PutChar | NullFunc | PutChar | exception |
// └───────────┴──────────┴──────────────┴──────────┴────────────────┘ // |-----------------------------------------------------------------|
{{State::QUOTE, Message::MS_NORMAL}, {State::QUOTE, &CsvParser::put_char}}, {{State::QUOTE, Message::MS_NORMAL}, {State::QUOTE, &CsvParser::PutChar}},
{{State::QUOTE, Message::MS_DELIM}, {State::QUOTE, &CsvParser::put_char}}, {{State::QUOTE, Message::MS_DELIM}, {State::QUOTE, &CsvParser::PutChar}},
{{State::QUOTE, Message::MS_QUOTE}, {State::SECOND_QUOTE, &CsvParser::null_func}}, {{State::QUOTE, Message::MS_QUOTE}, {State::SECOND_QUOTE, &CsvParser::NullFunc}},
{{State::QUOTE, Message::MS_END_OF_LINE}, {State::QUOTE, &CsvParser::put_char}}, {{State::QUOTE, Message::MS_END_OF_LINE}, {State::QUOTE, &CsvParser::PutChar}},
// QUOTE-Exception // QUOTE-Exception
{{State::QUOTE, Message::MS_END_OF_FILE}, {State::EXCEPTION, &CsvParser::catch_exception}}, {{State::QUOTE, Message::MS_END_OF_FILE}, {State::EXCEPTION, &CsvParser::CatchException}},
// SECOND_QUOTE // SECOND_QUOTE
// ┌───────────┬────────────┬──────────┬─────────────┬────────────────┐ // |------------------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├───────────┼────────────┼──────────┼─────────────┼────────────────┤ // |------------------------------------------------------------------|
// │ EXCEPTION │ DELIM │ QUOTE │ END_OF_LINE │ END_OF_FILE │ // | EXCEPTION | DELIM | QUOTE | END_OF_LINE | END_OF_FILE |
// ├───────────┼────────────┼──────────┼─────────────┼────────────────┤ // |------------------------------------------------------------------|
// | exception │ put_record │ put_char │ put_row │ end_file │ // | exception | PutRecord | PutChar | PutRow | EndFile |
// └───────────┴────────────┴──────────┴─────────────┴────────────────┘ // |------------------------------------------------------------------|
{{State::SECOND_QUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::put_char}}, {{State::SECOND_QUOTE, Message::MS_QUOTE}, {State::QUOTE, &CsvParser::PutChar}},
{{State::SECOND_QUOTE, Message::MS_DELIM}, {State::DELIM, &CsvParser::put_record}}, {{State::SECOND_QUOTE, Message::MS_DELIM}, {State::DELIM, &CsvParser::PutRecord}},
{{State::SECOND_QUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::put_row}}, {{State::SECOND_QUOTE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::PutRow}},
{{State::SECOND_QUOTE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::end_file}}, {{State::SECOND_QUOTE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::EndFile}},
// SECOND_QUOTE-Exception // SECOND_QUOTE-Exception
{{State::SECOND_QUOTE, Message::MS_NORMAL}, {State::EXCEPTION, &CsvParser::catch_exception}}, {{State::SECOND_QUOTE, Message::MS_NORMAL}, {State::EXCEPTION, &CsvParser::CatchException}},
// END_OF_LINE // END_OF_LINE
// ┌─────────┬────────┬────────┬─────────────┬─────────────┐ // |-------------------------------------------------------|
// │ abc │ , │ " │ \n │ EOF │ // | abc | , | " | \n | EOF |
// ├─────────┼────────┼────────┼─────────────┼─────────────┤ // |-------------------------------------------------------|
// │ UNQUOTE │ DELIM │ QUOTE │ END_OF_LINE │ END_OF_FILE │ // | UNQUOTE | DELIM | QUOTE | END_OF_LINE | END_OF_FILE |
// ├─────────┼────────┼────────┼─────────────┼─────────────┤ // |-------------------------------------------------------|
// | lambda │ lambda │ lambda │ null_func │ end_file │ // | lambda | lambda | lambda | NullFunc | EndFile |
// └─────────┴────────┴────────┴─────────────┴─────────────┘ // |-------------------------------------------------------|
{{State::END_OF_LINE, Message::MS_NORMAL}, {{State::END_OF_LINE, Message::MS_NORMAL},
{State::UNQUOTE, {State::UNQUOTE,
[this](CsvParser &, char c) -> int { [this](CsvParser &, char c) -> int {
...@@ -382,7 +458,7 @@ Status CsvOp::CsvParser::initCsvParser() { ...@@ -382,7 +458,7 @@ Status CsvOp::CsvParser::initCsvParser() {
if (this->total_rows_ > this->start_offset_ && this->total_rows_ <= this->end_offset_) { if (this->total_rows_ > this->start_offset_ && this->total_rows_ <= this->end_offset_) {
this->tensor_table_->push_back(TensorRow(column_default_.size(), nullptr)); this->tensor_table_->push_back(TensorRow(column_default_.size(), nullptr));
} }
return this->put_record(c); return this->PutRecord(c);
}}}, }}},
{{State::END_OF_LINE, Message::MS_QUOTE}, {{State::END_OF_LINE, Message::MS_QUOTE},
{State::QUOTE, {State::QUOTE,
...@@ -392,8 +468,8 @@ Status CsvOp::CsvParser::initCsvParser() { ...@@ -392,8 +468,8 @@ Status CsvOp::CsvParser::initCsvParser() {
} }
return 0; return 0;
}}}, }}},
{{State::END_OF_LINE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::null_func}}, {{State::END_OF_LINE, Message::MS_END_OF_LINE}, {State::END_OF_LINE, &CsvParser::NullFunc}},
{{State::END_OF_LINE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::end_file}}}; {{State::END_OF_LINE, Message::MS_END_OF_FILE}, {State::END_OF_FILE, &CsvParser::EndFile}}};
return Status::OK(); return Status::OK();
} }
...@@ -409,8 +485,8 @@ Status CsvOp::Reset() { ...@@ -409,8 +485,8 @@ Status CsvOp::Reset() {
Status CsvOp::LoadFile(const std::string &file, const int64_t start_offset, const int64_t end_offset, Status CsvOp::LoadFile(const std::string &file, const int64_t start_offset, const int64_t end_offset,
const int32_t worker_id) { const int32_t worker_id) {
CsvParser csv_parser(worker_id, jagged_buffer_connector_, rows_per_buffer_, field_delim_, column_default_list_); CsvParser csv_parser(worker_id, jagged_buffer_connector_, rows_per_buffer_, field_delim_, column_default_list_);
csv_parser.setStartOffset(start_offset); csv_parser.SetStartOffset(start_offset);
csv_parser.setEndOffset(end_offset); csv_parser.SetEndOffset(end_offset);
std::ifstream ifs; std::ifstream ifs;
ifs.open(file, std::ifstream::in); ifs.open(file, std::ifstream::in);
if (column_name_list_.empty()) { if (column_name_list_.empty()) {
...@@ -424,16 +500,16 @@ Status CsvOp::LoadFile(const std::string &file, const int64_t start_offset, cons ...@@ -424,16 +500,16 @@ Status CsvOp::LoadFile(const std::string &file, const int64_t start_offset, cons
// which is a 32-bit -1, it's not equal to the 8-bit -1 on Euler OS. So instead of char, we use // which is a 32-bit -1, it's not equal to the 8-bit -1 on Euler OS. So instead of char, we use
// int to receive its return value. // int to receive its return value.
int chr = ifs.get(); int chr = ifs.get();
if (csv_parser.processMessage(chr) != 0) { if (csv_parser.ProcessMessage(chr) != 0) {
RETURN_STATUS_UNEXPECTED("Failed to parse file " + file + ":" + std::to_string(csv_parser.total_rows_ + 1) + RETURN_STATUS_UNEXPECTED("Failed to parse file " + file + ":" + std::to_string(csv_parser.GetTotalRows() + 1) +
". error message: " + csv_parser.err_message_); ". error message: " + csv_parser.GetErrorMessage());
} }
} }
} catch (std::invalid_argument &ia) { } catch (std::invalid_argument &ia) {
std::string err_row = std::to_string(csv_parser.total_rows_ + 1); std::string err_row = std::to_string(csv_parser.GetTotalRows() + 1);
RETURN_STATUS_UNEXPECTED(file + ":" + err_row + ", type does not match"); RETURN_STATUS_UNEXPECTED(file + ":" + err_row + ", type does not match");
} catch (std::out_of_range &oor) { } catch (std::out_of_range &oor) {
std::string err_row = std::to_string(csv_parser.total_rows_ + 1); std::string err_row = std::to_string(csv_parser.GetTotalRows() + 1);
RETURN_STATUS_UNEXPECTED(file + ":" + err_row + ", out of range"); RETURN_STATUS_UNEXPECTED(file + ":" + err_row + ", out of range");
} }
return Status::OK(); return Status::OK();
...@@ -712,12 +788,12 @@ int64_t CsvOp::CountTotalRows(const std::string &file) { ...@@ -712,12 +788,12 @@ int64_t CsvOp::CountTotalRows(const std::string &file) {
csv_parser.Reset(); csv_parser.Reset();
while (ifs.good()) { while (ifs.good()) {
int chr = ifs.get(); int chr = ifs.get();
if (csv_parser.countRows(chr) != 0) { if (csv_parser.CountRows(chr) != 0) {
break; break;
} }
} }
return csv_parser.total_rows_; return csv_parser.GetTotalRows();
} }
// Pushes a control indicator onto the IOBlockQueue for each worker to consume. // Pushes a control indicator onto the IOBlockQueue for each worker to consume.
......
mindspore/ccsrc/minddata/dataset/engine/datasetops/source/csv_op.h
浏览文件 @ 6e452d82
...@@ -64,52 +64,27 @@ class CsvOp : public ParallelOp { ...@@ -64,52 +64,27 @@ class CsvOp : public ParallelOp {
CsvParser() = delete; CsvParser() = delete;
CsvParser(int32_t worker_id, std::shared_ptr<JaggedConnector> connector, int64_t rows_per_buffer, char field_delim, CsvParser(int32_t worker_id, std::shared_ptr<JaggedConnector> connector, int64_t rows_per_buffer, char field_delim,
std::vector<std::shared_ptr<CsvOp::BaseRecord>> column_default) std::vector<std::shared_ptr<CsvOp::BaseRecord>> column_default);
: worker_id_(worker_id),
buffer_connector_(connector),
csv_rows_per_buffer_(rows_per_buffer),
csv_field_delim_(field_delim),
column_default_(column_default),
cur_state_(START_OF_FILE),
pos_(0),
cur_row_(0),
cur_col_(0),
total_rows_(0),
start_offset_(0),
end_offset_(std::numeric_limits<int64_t>::max()),
err_message_("unknown") {
cur_buffer_ = std::make_unique<DataBuffer>(0, DataBuffer::BufferFlags::kDeBFlagNone);
initCsvParser();
}
~CsvParser() = default; ~CsvParser() = default;
void Reset() { void Reset();
cur_state_ = START_OF_FILE;
pos_ = 0;
cur_row_ = 0;
cur_col_ = 0;
}
void setStartOffset(int64_t start_offset) { start_offset_ = start_offset; } void SetStartOffset(int64_t start_offset) { start_offset_ = start_offset; }
void setEndOffset(int64_t end_offset) { end_offset_ = end_offset; } void SetEndOffset(int64_t end_offset) { end_offset_ = end_offset; }
int processMessage(int c) { int ProcessMessage(int c);
Message m = getMessage(c);
StateDiagram::iterator it = sd.find({cur_state_, m});
if (it == sd.end()) {
return -1;
}
int ret = it->second.second(*this, static_cast<char>(c));
cur_state_ = it->second.first;
return ret;
}
int countRows(int c); int CountRows(int c);
Status initCsvParser(); Status InitCsvParser();
int64_t GetTotalRows() { return total_rows_; }
std::string GetErrorMessage() { return err_message_; }
private:
enum State : uint8_t { enum State : uint8_t {
START_OF_FILE = 0, START_OF_FILE = 0,
UNQUOTE, UNQUOTE,
...@@ -130,55 +105,24 @@ class CsvOp : public ParallelOp { ...@@ -130,55 +105,24 @@ class CsvOp : public ParallelOp {
}; };
typedef std::pair<State, Message> StateMessagePair; typedef std::pair<State, Message> StateMessagePair;
typedef std::pair<State, std::function<int(CsvParser &, char)>> StateActionPair; typedef std::pair<State, std::function<int(CsvParser &, int)>> StateActionPair;
typedef std::map<StateMessagePair, StateActionPair> StateDiagram; typedef std::map<StateMessagePair, StateActionPair> StateDiagram;
Message getMessage(int c) { Message GetMessage(int c);
if (c == csv_field_delim_) {
return Message::MS_DELIM;
} else if (c == '"') {
return Message::MS_QUOTE;
} else if (c == '\r' || c == '\n') {
return Message::MS_END_OF_LINE;
} else if (c == std::char_traits<char>::eof()) {
return Message::MS_END_OF_FILE;
} else {
return Message::MS_NORMAL;
}
}
int null_func(char c) { return 0; } int NullFunc(int c) { return 0; }
int put_char(char c) { int PutChar(int c);
if (pos_ >= str_buf_.size()) {
str_buf_.resize(str_buf_.size() * 2);
}
str_buf_[pos_] = c;
pos_++;
return 0;
}
int put_record(char c); int PutRecord(int c);
int put_row(char c); int PutRow(int c);
int end_file(char c); int EndFile(int c);
int add_row(char c) { int AddRow(int c);
total_rows_++;
return 0;
}
int catch_exception(char c) { int CatchException(int c);
if (getMessage(c) == Message::MS_QUOTE && cur_state_ == State::UNQUOTE) {
err_message_ = "Invalid quote in unquote field.";
} else if (getMessage(c) == Message::MS_END_OF_FILE && cur_state_ == State::QUOTE) {
err_message_ = "Reach the end of file in quote field.";
} else if (getMessage(c) == Message::MS_NORMAL && cur_state_ == State::SECOND_QUOTE) {
err_message_ = "Receive unquote char in quote field.";
}
return -1;
}
int32_t worker_id_; int32_t worker_id_;
std::shared_ptr<JaggedConnector> buffer_connector_; std::shared_ptr<JaggedConnector> buffer_connector_;
...@@ -401,8 +345,8 @@ class CsvOp : public ParallelOp { ...@@ -401,8 +345,8 @@ class CsvOp : public ParallelOp {
// Select file and push it to the block queue. // Select file and push it to the block queue.
// @param file_name - File name. // @param file_name - File name.
// @param start_file - If file contains the first sample of data. // @param start_offset - If file contains the first sample of data.
// @param end_file - If file contains the end sample of data. // @param end_offset - If file contains the end sample of data.
// @param pre_count - Total rows of previous files. // @param pre_count - Total rows of previous files.
// @return Status - the error code returned. // @return Status - the error code returned.
bool NeedPushFileToBlockQueue(const std::string &file_name, int64_t *start_offset, int64_t *end_offset, bool NeedPushFileToBlockQueue(const std::string &file_name, int64_t *start_offset, int64_t *end_offset,
......
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