OmniSciDB  29e35f4d58
Importer_NS::Detector Class Reference

#include <Importer.h>

+ Inheritance diagram for Importer_NS::Detector:
+ Collaboration diagram for Importer_NS::Detector:

Public Member Functions

 Detector (const boost::filesystem::path &fp, CopyParams &cp)
 
std::vector< std::string > get_headers ()
 
std::vector< std::vector< std::string > > get_sample_rows (size_t n)
 
- Public Member Functions inherited from Importer_NS::DataStreamSink
 DataStreamSink ()
 
 DataStreamSink (const CopyParams &copy_params, const std::string file_path)
 
virtual ~DataStreamSink ()
 
const CopyParamsget_copy_params () const
 
void import_compressed (std::vector< std::string > &file_paths)
 

Static Public Member Functions

static SQLTypes detect_sqltype (const std::string &str)
 

Public Attributes

std::vector< std::vector< std::string > > raw_rows
 
std::vector< SQLTypesbest_sqltypes
 
std::vector< EncodingTypebest_encodings
 
bool has_headers = false
 

Private Member Functions

void init ()
 
void read_file ()
 
void detect_row_delimiter ()
 
void split_raw_data ()
 
std::vector< SQLTypesdetect_column_types (const std::vector< std::string > &row)
 
void find_best_sqltypes ()
 
std::vector< SQLTypesfind_best_sqltypes (const std::vector< std::vector< std::string >> &raw_rows, const CopyParams &copy_params)
 
std::vector< SQLTypesfind_best_sqltypes (const std::vector< std::vector< std::string >>::const_iterator &row_begin, const std::vector< std::vector< std::string >>::const_iterator &row_end, const CopyParams &copy_params)
 
std::vector< EncodingTypefind_best_encodings (const std::vector< std::vector< std::string >>::const_iterator &row_begin, const std::vector< std::vector< std::string >>::const_iterator &row_end, const std::vector< SQLTypes > &best_types)
 
bool detect_headers (const std::vector< SQLTypes > &first_types, const std::vector< SQLTypes > &rest_types)
 
void find_best_sqltypes_and_headers ()
 
ImportStatus importDelimited (const std::string &file_path, const bool decompressed) override
 

Static Private Member Functions

static bool more_restrictive_sqltype (const SQLTypes a, const SQLTypes b)
 

Private Attributes

std::string raw_data
 
boost::filesystem::path file_path
 
std::chrono::duration< double > timeout {1}
 
std::string line1
 

Additional Inherited Members

- Protected Member Functions inherited from Importer_NS::DataStreamSink
ImportStatus archivePlumber ()
 
- Protected Attributes inherited from Importer_NS::DataStreamSink
CopyParams copy_params
 
const std::string file_path
 
FILE * p_file = nullptr
 
ImportStatus import_status
 
bool load_failed = false
 
size_t total_file_size {0}
 
std::vector< size_t > file_offsets
 
std::mutex file_offsets_mutex
 

Detailed Description

Definition at line 663 of file Importer.h.

Constructor & Destructor Documentation

◆ Detector()

Importer_NS::Detector::Detector ( const boost::filesystem::path &  fp,
CopyParams cp 
)
inline

Definition at line 665 of file Importer.h.

References logger::init().

666  : DataStreamSink(cp, fp.string()), file_path(fp) {
667  read_file();
668  init();
669  };
boost::filesystem::path file_path
Definition: Importer.h:708
+ Here is the call graph for this function:

Member Function Documentation

◆ detect_column_types()

std::vector< SQLTypes > Importer_NS::Detector::detect_column_types ( const std::vector< std::string > &  row)
private

Definition at line 2937 of file Importer.cpp.

2937  {
2938  std::vector<SQLTypes> types(row.size());
2939  for (size_t i = 0; i < row.size(); i++) {
2940  types[i] = detect_sqltype(row[i]);
2941  }
2942  return types;
2943 }
static SQLTypes detect_sqltype(const std::string &str)
Definition: Importer.cpp:2860

◆ detect_headers()

bool Importer_NS::Detector::detect_headers ( const std::vector< SQLTypes > &  first_types,
const std::vector< SQLTypes > &  rest_types 
)
private

Definition at line 3079 of file Importer.cpp.

References kTEXT.

3080  {
3081  if (head_types.size() != tail_types.size()) {
3082  return false;
3083  }
3084  bool has_headers = false;
3085  for (size_t col_idx = 0; col_idx < tail_types.size(); col_idx++) {
3086  if (head_types[col_idx] != kTEXT) {
3087  return false;
3088  }
3089  has_headers = has_headers || tail_types[col_idx] != kTEXT;
3090  }
3091  return has_headers;
3092 }
Definition: sqltypes.h:55

◆ detect_row_delimiter()

void Importer_NS::Detector::detect_row_delimiter ( )
private

Definition at line 2804 of file Importer.cpp.

References Importer_NS::DataStreamSink::copy_params, Importer_NS::CopyParams::delimiter, and Importer_NS::DataStreamSink::file_path.

2804  {
2805  if (copy_params.delimiter == '\0') {
2806  copy_params.delimiter = ',';
2807  if (boost::filesystem::extension(file_path) == ".tsv") {
2808  copy_params.delimiter = '\t';
2809  }
2810  }
2811 }
boost::filesystem::path file_path
Definition: Importer.h:708

◆ detect_sqltype()

SQLTypes Importer_NS::Detector::detect_sqltype ( const std::string &  str)
static

Definition at line 2860 of file Importer.cpp.

References kBIGINT, kDATE, kDOUBLE, kFLOAT, kINT, kLINESTRING, kMULTIPOLYGON, kPOINT, kPOLYGON, kSMALLINT, kTEXT, kTIME, kTIMESTAMP, Importer_NS::try_strptimes(), and run_benchmark_import::type.

2860  {
2861  SQLTypes type = kTEXT;
2862  if (try_cast<double>(str)) {
2863  type = kDOUBLE;
2864  /*if (try_cast<bool>(str)) {
2865  type = kBOOLEAN;
2866  }*/
2867  if (try_cast<int16_t>(str)) {
2868  type = kSMALLINT;
2869  } else if (try_cast<int32_t>(str)) {
2870  type = kINT;
2871  } else if (try_cast<int64_t>(str)) {
2872  type = kBIGINT;
2873  } else if (try_cast<float>(str)) {
2874  type = kFLOAT;
2875  }
2876  }
2877 
2878  // check for geo types
2879  if (type == kTEXT) {
2880  // convert to upper case
2881  std::string str_upper_case = str;
2882  std::transform(
2883  str_upper_case.begin(), str_upper_case.end(), str_upper_case.begin(), ::toupper);
2884 
2885  // then test for leading words
2886  if (str_upper_case.find("POINT") == 0) {
2887  type = kPOINT;
2888  } else if (str_upper_case.find("LINESTRING") == 0) {
2889  type = kLINESTRING;
2890  } else if (str_upper_case.find("POLYGON") == 0) {
2892  type = kMULTIPOLYGON;
2893  } else {
2894  type = kPOLYGON;
2895  }
2896  } else if (str_upper_case.find("MULTIPOLYGON") == 0) {
2897  type = kMULTIPOLYGON;
2898  } else if (str_upper_case.find_first_not_of("0123456789ABCDEF") ==
2899  std::string::npos &&
2900  (str_upper_case.size() % 2) == 0) {
2901  // could be a WKB hex blob
2902  // we can't handle these yet
2903  // leave as TEXT for now
2904  // deliberate return here, as otherwise this would get matched as TIME
2905  // @TODO
2906  // implement WKB import
2907  return type;
2908  }
2909  }
2910 
2911  // check for time types
2912  if (type == kTEXT) {
2913  // @TODO
2914  // make these tests more robust so they don't match stuff they should not
2915  char* buf;
2916  buf = try_strptimes(str.c_str(), {"%Y-%m-%d", "%m/%d/%Y", "%d-%b-%y", "%d/%b/%Y"});
2917  if (buf) {
2918  type = kDATE;
2919  if (*buf == 'T' || *buf == ' ' || *buf == ':') {
2920  buf++;
2921  }
2922  }
2923  buf = try_strptimes(buf == nullptr ? str.c_str() : buf,
2924  {"%T %z", "%T", "%H%M%S", "%R"});
2925  if (buf) {
2926  if (type == kDATE) {
2927  type = kTIMESTAMP;
2928  } else {
2929  type = kTIME;
2930  }
2931  }
2932  }
2933 
2934  return type;
2935 }
Definition: sqltypes.h:52
SQLTypes
Definition: sqltypes.h:41
char * try_strptimes(const char *str, const std::vector< std::string > &formats)
Definition: Importer.cpp:2848
Definition: sqltypes.h:55
Definition: sqltypes.h:56
Definition: sqltypes.h:48
static constexpr bool PROMOTE_POLYGON_TO_MULTIPOLYGON
Definition: Importer.cpp:144
+ Here is the call graph for this function:

◆ find_best_encodings()

std::vector< EncodingType > Importer_NS::Detector::find_best_encodings ( const std::vector< std::vector< std::string >>::const_iterator &  row_begin,
const std::vector< std::vector< std::string >>::const_iterator &  row_end,
const std::vector< SQLTypes > &  best_types 
)
private

Definition at line 3043 of file Importer.cpp.

References Importer_NS::DataStreamSink::file_path, IS_STRING, kENCODING_DICT, and kENCODING_NONE.

3046  {
3047  if (raw_rows.size() < 1) {
3048  throw std::runtime_error("No rows found in: " +
3049  boost::filesystem::basename(file_path));
3050  }
3051  size_t num_cols = best_types.size();
3052  std::vector<EncodingType> best_encodes(num_cols, kENCODING_NONE);
3053  std::vector<size_t> num_rows_per_col(num_cols, 1);
3054  std::vector<std::unordered_set<std::string>> count_set(num_cols);
3055  for (auto row = row_begin; row != row_end; row++) {
3056  for (size_t col_idx = 0; col_idx < row->size() && col_idx < num_cols; col_idx++) {
3057  if (IS_STRING(best_types[col_idx])) {
3058  count_set[col_idx].insert(row->at(col_idx));
3059  num_rows_per_col[col_idx]++;
3060  }
3061  }
3062  }
3063  for (size_t col_idx = 0; col_idx < num_cols; col_idx++) {
3064  if (IS_STRING(best_types[col_idx])) {
3065  float uniqueRatio =
3066  static_cast<float>(count_set[col_idx].size()) / num_rows_per_col[col_idx];
3067  if (uniqueRatio < 0.75) {
3068  best_encodes[col_idx] = kENCODING_DICT;
3069  }
3070  }
3071  }
3072  return best_encodes;
3073 }
boost::filesystem::path file_path
Definition: Importer.h:708
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
#define IS_STRING(T)
Definition: sqltypes.h:166

◆ find_best_sqltypes() [1/3]

void Importer_NS::Detector::find_best_sqltypes ( )
private

Definition at line 2990 of file Importer.cpp.

References Importer_NS::DataStreamSink::copy_params.

2990  {
2992 }
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
std::vector< SQLTypes > best_sqltypes
Definition: Importer.h:677

◆ find_best_sqltypes() [2/3]

std::vector< SQLTypes > Importer_NS::Detector::find_best_sqltypes ( const std::vector< std::vector< std::string >> &  raw_rows,
const CopyParams copy_params 
)
private

Definition at line 2994 of file Importer.cpp.

References Importer_NS::DataStreamSink::copy_params.

2996  {
2997  return find_best_sqltypes(raw_rows.begin(), raw_rows.end(), copy_params);
2998 }
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675

◆ find_best_sqltypes() [3/3]

std::vector< SQLTypes > Importer_NS::Detector::find_best_sqltypes ( const std::vector< std::vector< std::string >>::const_iterator &  row_begin,
const std::vector< std::vector< std::string >>::const_iterator &  row_end,
const CopyParams copy_params 
)
private

Definition at line 3000 of file Importer.cpp.

References run_benchmark_import::end_time, Importer_NS::DataStreamSink::file_path, kCHAR, kTEXT, and Importer_NS::CopyParams::null_str.

3003  {
3004  if (raw_rows.size() < 1) {
3005  throw std::runtime_error("No rows found in: " +
3006  boost::filesystem::basename(file_path));
3007  }
3008  auto end_time = std::chrono::steady_clock::now() + timeout;
3009  size_t num_cols = raw_rows.front().size();
3010  std::vector<SQLTypes> best_types(num_cols, kCHAR);
3011  std::vector<size_t> non_null_col_counts(num_cols, 0);
3012  for (auto row = row_begin; row != row_end; row++) {
3013  while (best_types.size() < row->size() || non_null_col_counts.size() < row->size()) {
3014  best_types.push_back(kCHAR);
3015  non_null_col_counts.push_back(0);
3016  }
3017  for (size_t col_idx = 0; col_idx < row->size(); col_idx++) {
3018  // do not count nulls
3019  if (row->at(col_idx) == "" || !row->at(col_idx).compare(copy_params.null_str)) {
3020  continue;
3021  }
3022  SQLTypes t = detect_sqltype(row->at(col_idx));
3023  non_null_col_counts[col_idx]++;
3024  if (!more_restrictive_sqltype(best_types[col_idx], t)) {
3025  best_types[col_idx] = t;
3026  }
3027  }
3028  if (std::chrono::steady_clock::now() > end_time) {
3029  break;
3030  }
3031  }
3032  for (size_t col_idx = 0; col_idx < num_cols; col_idx++) {
3033  // if we don't have any non-null values for this column make it text to be
3034  // safe b/c that is least restrictive type
3035  if (non_null_col_counts[col_idx] == 0) {
3036  best_types[col_idx] = kTEXT;
3037  }
3038  }
3039 
3040  return best_types;
3041 }
std::chrono::duration< double > timeout
Definition: Importer.h:709
std::string null_str
Definition: CopyParams.h:47
SQLTypes
Definition: sqltypes.h:41
static SQLTypes detect_sqltype(const std::string &str)
Definition: Importer.cpp:2860
boost::filesystem::path file_path
Definition: Importer.h:708
Definition: sqltypes.h:55
static bool more_restrictive_sqltype(const SQLTypes a, const SQLTypes b)
Definition: Importer.cpp:2945
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
Definition: sqltypes.h:44

◆ find_best_sqltypes_and_headers()

void Importer_NS::Detector::find_best_sqltypes_and_headers ( )
private

Definition at line 2967 of file Importer.cpp.

References Importer_NS::AUTODETECT, Importer_NS::DataStreamSink::copy_params, Importer_NS::HAS_HEADER, Importer_NS::CopyParams::has_header, and Importer_NS::NO_HEADER.

2967  {
2969  best_encodings =
2970  find_best_encodings(raw_rows.begin() + 1, raw_rows.end(), best_sqltypes);
2971  std::vector<SQLTypes> head_types = detect_column_types(raw_rows.at(0));
2972  switch (copy_params.has_header) {
2974  has_headers = detect_headers(head_types, best_sqltypes);
2975  if (has_headers) {
2977  } else {
2979  }
2980  break;
2982  has_headers = false;
2983  break;
2985  has_headers = true;
2986  break;
2987  }
2988 }
std::vector< EncodingType > find_best_encodings(const std::vector< std::vector< std::string >>::const_iterator &row_begin, const std::vector< std::vector< std::string >>::const_iterator &row_end, const std::vector< SQLTypes > &best_types)
Definition: Importer.cpp:3043
std::vector< EncodingType > best_encodings
Definition: Importer.h:678
ImportHeaderRow has_header
Definition: CopyParams.h:48
std::vector< SQLTypes > detect_column_types(const std::vector< std::string > &row)
Definition: Importer.cpp:2937
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
bool detect_headers(const std::vector< SQLTypes > &first_types, const std::vector< SQLTypes > &rest_types)
Definition: Importer.cpp:3079
std::vector< SQLTypes > best_sqltypes
Definition: Importer.h:677

◆ get_headers()

std::vector< std::string > Importer_NS::Detector::get_headers ( )

Definition at line 3102 of file Importer.cpp.

References to_string().

Referenced by MapDHandler::detect_column_types().

3102  {
3103  std::vector<std::string> headers(best_sqltypes.size());
3104  for (size_t i = 0; i < best_sqltypes.size(); i++) {
3105  if (has_headers && i < raw_rows[0].size()) {
3106  headers[i] = raw_rows[0][i];
3107  } else {
3108  headers[i] = "column_" + std::to_string(i + 1);
3109  }
3110  }
3111  return headers;
3112 }
std::string to_string(char const *&&v)
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
std::vector< SQLTypes > best_sqltypes
Definition: Importer.h:677
+ Here is the call graph for this function:
+ Here is the caller graph for this function:

◆ get_sample_rows()

std::vector< std::vector< std::string > > Importer_NS::Detector::get_sample_rows ( size_t  n)

Definition at line 3094 of file Importer.cpp.

Referenced by MapDHandler::detect_column_types().

3094  {
3095  n = std::min(n, raw_rows.size());
3096  size_t offset = (has_headers && raw_rows.size() > 1) ? 1 : 0;
3097  std::vector<std::vector<std::string>> sample_rows(raw_rows.begin() + offset,
3098  raw_rows.begin() + n);
3099  return sample_rows;
3100 }
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
+ Here is the caller graph for this function:

◆ importDelimited()

ImportStatus Importer_NS::Detector::importDelimited ( const std::string &  file_path,
const bool  decompressed 
)
overrideprivatevirtual

Implements Importer_NS::DataStreamSink.

Definition at line 2735 of file Importer.cpp.

References Importer_NS::DataStreamSink::copy_params, run_benchmark_import::end_time, Importer_NS::DataStreamSink::import_status, Importer_NS::CopyParams::line_delim, Importer_NS::DataStreamSink::load_failed, Importer_NS::ImportStatus::load_truncated, Importer_NS::DataStreamSink::p_file, and Importer_NS::ImportStatus::rows_completed.

2736  {
2737  if (!p_file) {
2738  p_file = fopen(file_path.c_str(), "rb");
2739  }
2740  if (!p_file) {
2741  throw std::runtime_error("failed to open file '" + file_path +
2742  "': " + strerror(errno));
2743  }
2744 
2745  // somehow clang does not support ext/stdio_filebuf.h, so
2746  // need to diy readline with customized copy_params.line_delim...
2747  std::string line;
2748  line.reserve(1 << 20);
2749  auto end_time = std::chrono::steady_clock::now() +
2750  timeout * (boost::istarts_with(file_path, "s3://") ? 3 : 1);
2751  try {
2752  while (!feof(p_file)) {
2753  int c;
2754  size_t n = 0;
2755  while (EOF != (c = fgetc(p_file)) && copy_params.line_delim != c) {
2756  if (n >= line.capacity()) {
2757  break;
2758  }
2759  if (++n > line.length()) {
2760  line.resize(n);
2761  }
2762  line[n - 1] = c;
2763  }
2764  if (0 == n) {
2765  break;
2766  }
2767  line[n] = 0;
2768  // remember the first line, which is possibly a header line, to
2769  // ignore identical header line(s) in 2nd+ files of a archive;
2770  // otherwise, 2nd+ header may be mistaken as an all-string row
2771  // and so be final column types.
2772  if (line1.empty()) {
2773  line1 = line;
2774  } else if (line == line1) {
2775  continue;
2776  }
2777 
2778  raw_data += std::string(line, n);
2781  if (std::chrono::steady_clock::now() > end_time) {
2782  if (import_status.rows_completed > 10000) {
2783  break;
2784  }
2785  }
2786  }
2787  } catch (std::exception& e) {
2788  }
2789 
2790  // as if load truncated
2792  load_failed = true;
2793 
2794  fclose(p_file);
2795  p_file = nullptr;
2796  return import_status;
2797 }
std::chrono::duration< double > timeout
Definition: Importer.h:709
std::string line1
Definition: Importer.h:710
std::string raw_data
Definition: Importer.h:707
boost::filesystem::path file_path
Definition: Importer.h:708
ImportStatus import_status
Definition: Importer.h:656

◆ init()

void Importer_NS::Detector::init ( )
private

Definition at line 2729 of file Importer.cpp.

2729  {
2731  split_raw_data();
2733 }
void find_best_sqltypes_and_headers()
Definition: Importer.cpp:2967

◆ more_restrictive_sqltype()

bool Importer_NS::Detector::more_restrictive_sqltype ( const SQLTypes  a,
const SQLTypes  b 
)
staticprivate

Definition at line 2945 of file Importer.cpp.

References kBIGINT, kBOOLEAN, kCHAR, kDATE, kDOUBLE, kFLOAT, kINT, kLINESTRING, kMULTIPOLYGON, kPOINT, kPOLYGON, kSMALLINT, kTEXT, kTIME, and kTIMESTAMP.

2945  {
2946  static std::array<int, kSQLTYPE_LAST> typeorder;
2947  typeorder[kCHAR] = 0;
2948  typeorder[kBOOLEAN] = 2;
2949  typeorder[kSMALLINT] = 3;
2950  typeorder[kINT] = 4;
2951  typeorder[kBIGINT] = 5;
2952  typeorder[kFLOAT] = 6;
2953  typeorder[kDOUBLE] = 7;
2954  typeorder[kTIMESTAMP] = 8;
2955  typeorder[kTIME] = 9;
2956  typeorder[kDATE] = 10;
2957  typeorder[kPOINT] = 11;
2958  typeorder[kLINESTRING] = 11;
2959  typeorder[kPOLYGON] = 11;
2960  typeorder[kMULTIPOLYGON] = 11;
2961  typeorder[kTEXT] = 12;
2962 
2963  // note: b < a instead of a < b because the map is ordered most to least restrictive
2964  return typeorder[b] < typeorder[a];
2965 }
Definition: sqltypes.h:52
Definition: sqltypes.h:55
Definition: sqltypes.h:56
Definition: sqltypes.h:44
Definition: sqltypes.h:48

◆ read_file()

void Importer_NS::Detector::read_file ( )
private

Definition at line 2799 of file Importer.cpp.

References Importer_NS::DataStreamSink::archivePlumber().

2799  {
2800  // this becomes analogous to Importer::import()
2802 }
ImportStatus archivePlumber()
Definition: Importer.cpp:3150
+ Here is the call graph for this function:

◆ split_raw_data()

void Importer_NS::Detector::split_raw_data ( )
private

Definition at line 2813 of file Importer.cpp.

References Importer_NS::DataStreamSink::copy_params, Importer_NS::DelimitedParserUtils::get_row(), and Importer_NS::CopyParams::threads.

2813  {
2814  const char* buf = raw_data.c_str();
2815  const char* buf_end = buf + raw_data.size();
2816  bool try_single_thread = false;
2817  for (const char* p = buf; p < buf_end; p++) {
2818  std::vector<std::string> row;
2820  p, buf_end, buf_end, copy_params, nullptr, row, try_single_thread);
2821  raw_rows.push_back(row);
2822  if (try_single_thread) {
2823  break;
2824  }
2825  }
2826  if (try_single_thread) {
2827  copy_params.threads = 1;
2828  raw_rows.clear();
2829  for (const char* p = buf; p < buf_end; p++) {
2830  std::vector<std::string> row;
2832  p, buf_end, buf_end, copy_params, nullptr, row, try_single_thread);
2833  raw_rows.push_back(row);
2834  }
2835  }
2836 }
static const char * get_row(const char *buf, const char *buf_end, const char *entire_buf_end, const Importer_NS::CopyParams &copy_params, const bool *is_array, std::vector< std::string > &row, bool &try_single_thread)
Parses the first row in the given buffer and inserts fields into given vector.
std::string raw_data
Definition: Importer.h:707
std::vector< std::vector< std::string > > raw_rows
Definition: Importer.h:675
+ Here is the call graph for this function:

Member Data Documentation

◆ best_encodings

std::vector<EncodingType> Importer_NS::Detector::best_encodings

Definition at line 678 of file Importer.h.

Referenced by MapDHandler::detect_column_types().

◆ best_sqltypes

std::vector<SQLTypes> Importer_NS::Detector::best_sqltypes

Definition at line 677 of file Importer.h.

Referenced by MapDHandler::detect_column_types().

◆ file_path

boost::filesystem::path Importer_NS::Detector::file_path
private

Definition at line 708 of file Importer.h.

◆ has_headers

bool Importer_NS::Detector::has_headers = false

Definition at line 679 of file Importer.h.

◆ line1

std::string Importer_NS::Detector::line1
private

Definition at line 710 of file Importer.h.

◆ raw_data

std::string Importer_NS::Detector::raw_data
private

Definition at line 707 of file Importer.h.

◆ raw_rows

std::vector<std::vector<std::string> > Importer_NS::Detector::raw_rows

Definition at line 675 of file Importer.h.

◆ timeout

std::chrono::duration<double> Importer_NS::Detector::timeout {1}
private

Definition at line 709 of file Importer.h.


The documentation for this class was generated from the following files: