#include <sstream>#include <mlpack/core.hpp>#include <mlpack/core/data/load_arff.hpp>#include <mlpack/core/data/map_policies/missing_policy.hpp>#include "catch.hpp"#include "test_catch_tools.hpp"
Include dependency graph for load_save_test.cpp:
Classes | |
| class | TestInner |
| class | Test |
Functions | |
| TEST_CASE ("NoExtensionLoad", "[LoadSaveTest]") | |
| Make sure failure occurs when no extension given. | |
| TEST_CASE ("NoExtensionSave", "[LoadSaveTest]") | |
| Make sure failure occurs when no extension given. | |
| TEST_CASE ("NotExistLoad", "[LoadSaveTest]") | |
| Make sure load fails if the file does not exist. | |
| TEST_CASE ("WrongExtensionWrongLoad", "[LoadSaveTest]") | |
| Make sure load fails if the file extension is wrong in automatic detection mode. | |
| TEST_CASE ("WrongExtensionCorrectLoad", "[LoadSaveTest]") | |
| Make sure load is successful even if the file extension is wrong when file type is specified. | |
| TEST_CASE ("LoadCSVTest", "[LoadSaveTest]") | |
| Make sure a CSV is loaded correctly. | |
| TEST_CASE ("LoadSparseTSVTest", "[LoadSaveTest]") | |
| Make sure a TSV is loaded correctly to a sparse matrix. | |
| TEST_CASE ("LoadSparseTXTTest", "[LoadSaveTest]") | |
| Make sure a CSV in text format is loaded correctly to a sparse matrix. | |
| TEST_CASE ("LoadTSVTest", "[LoadSaveTest]") | |
| Make sure a TSV is loaded correctly. | |
| TEST_CASE ("LoadTSVExtensionTest", "[LoadSaveTest]") | |
| Test TSV loading with .tsv extension. | |
| TEST_CASE ("LoadAnyExtensionFileTest", "[LoadSaveTest]") | |
| Test that we can manually specify the format for loading. | |
| TEST_CASE ("SaveCSVTest", "[LoadSaveTest]") | |
| Make sure a CSV is saved correctly. | |
| TEST_CASE ("SaveSparseTSVTest", "[LoadSaveTest]") | |
| Make sure a TSV is saved correctly for a sparse matrix. | |
| TEST_CASE ("SaveSparseTXTTest", "[LoadSaveTest]") | |
| Make sure a TXT is saved correctly for a sparse matrix. | |
| TEST_CASE ("SaveSparseBinaryTest", "[LoadSaveTest]") | |
| Make sure a Sparse Matrix is saved and loaded correctly in binary format. | |
| TEST_CASE ("LoadTransposedCSVTest", "[LoadSaveTest]") | |
| Make sure CSVs can be loaded in transposed form. | |
| TEST_CASE ("LoadColVecCSVTest", "[LoadSaveTest]") | |
| Make sure ColVec can be loaded. | |
| TEST_CASE ("LoadColVecTransposedCSVTest", "[LoadSaveTest]") | |
| Make sure we can load a transposed column vector. | |
| TEST_CASE ("LoadQuotedStringInCSVTest", "[LoadSaveTest]") | |
| Make sure besides numeric data "quoted strings" or 'quoted strings' in csv files are loaded correctly. | |
| TEST_CASE ("LoadQuotedStringInTXTTest", "[LoadSaveTest]") | |
| Make sure besides numeric data "quoted strings" or 'quoted strings' in txt files are loaded correctly. | |
| TEST_CASE ("LoadQuotedStringInTSVTest", "[LoadSaveTest]") | |
| Make sure besides numeric data "quoted strings" or 'quoted strings' in tsv files are loaded correctly. | |
| TEST_CASE ("LoadMatinVec", "[LoadSaveTest]") | |
| Make sure Load() throws an exception when trying to load a matrix into a colvec or rowvec. More... | |
| TEST_CASE ("LoadRowVecCSVTest", "[LoadSaveTest]") | |
| Make sure that rowvecs can be loaded successfully. | |
| TEST_CASE ("LoadRowVecTransposedCSVTest", "[LoadSaveTest]") | |
| Make sure that we can load transposed row vectors. | |
| TEST_CASE ("LoadTransposedTSVTest", "[LoadSaveTest]") | |
| Make sure TSVs can be loaded in transposed form. | |
| TEST_CASE ("LoadTransposedTSVExtensionTest", "[LoadSaveTest]") | |
| Check TSV loading with .tsv extension. | |
| TEST_CASE ("LoadNonTransposedCSVTest", "[LoadSaveTest]") | |
| Make sure CSVs can be loaded in non-transposed form. | |
| TEST_CASE ("SaveNonTransposedCSVTest", "[LoadSaveTest]") | |
| Make sure CSVs can be saved in non-transposed form. | |
| TEST_CASE ("LoadArmaASCIITest", "[LoadSaveTest]") | |
| Make sure arma_ascii is loaded correctly. | |
| TEST_CASE ("SaveArmaASCIITest", "[LoadSaveTest]") | |
| Make sure a CSV is saved correctly. | |
| TEST_CASE ("LoadRawASCIITest", "[LoadSaveTest]") | |
| Make sure raw_ascii is loaded correctly. | |
| TEST_CASE ("LoadCSVTxtTest", "[LoadSaveTest]") | |
| Make sure CSV is loaded correctly as .txt. | |
| TEST_CASE ("LoadArmaBinaryTest", "[LoadSaveTest]") | |
| Make sure arma_binary is loaded correctly. | |
| TEST_CASE ("SaveArmaBinaryTest", "[LoadSaveTest]") | |
| Make sure arma_binary is saved correctly. | |
| TEST_CASE ("SaveArmaBinaryArbitraryExtensionTest", "[LoadSaveTest]") | |
| Make sure that we can manually specify the format. | |
| TEST_CASE ("LoadRawBinaryTest", "[LoadSaveTest]") | |
| Make sure raw_binary is loaded correctly. | |
| TEST_CASE ("LoadPGMBinaryTest", "[LoadSaveTest]") | |
| Make sure load as PGM is successful. | |
| TEST_CASE ("SavePGMBinaryTest", "[LoadSaveTest]") | |
| Make sure save as PGM is successful. | |
| TEST_CASE ("NormalizeLabelSmallDatasetTest", "[LoadSaveTest]") | |
| Test normalization of labels. | |
| TEST_CASE ("NormalizeLabelTest", "[LoadSaveTest]") | |
| Harder label normalization test. | |
| TEST_CASE ("LoadBinaryTest", "[LoadSaveTest]") | |
| Make sure we can load and save. | |
| TEST_CASE ("LoadXMLTest", "[LoadSaveTest]") | |
| Make sure we can load and save. | |
| TEST_CASE ("LoadJsonTest", "[LoadSaveTest]") | |
| Make sure we can load and save. | |
| TEST_CASE ("DatasetInfoTest", "[LoadSaveTest]") | |
| Test DatasetInfo by making a map for a dimension. | |
| TEST_CASE ("RegularCSVDatasetInfoLoad", "[LoadSaveTest]") | |
| Test loading regular CSV with DatasetInfo. More... | |
| TEST_CASE ("NontransposedCSVDatasetInfoLoad", "[LoadSaveTest]") | |
| Test non-transposed loading of regular CSVs with DatasetInfo. More... | |
| TEST_CASE ("CategoricalCSVLoadTest00", "[LoadSaveTest]") | |
| Create a file with a categorical string feature, then load it. | |
| TEST_CASE ("CategoricalCSVLoadTest01", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalCSVLoadTest02", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalCSVLoadTest03", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalCSVLoadTest04", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalNontransposedCSVLoadTest00", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalNontransposedCSVLoadTest01", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalNontransposedCSVLoadTest02", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalNontransposedCSVLoadTest03", "[LoadSaveTest]") | |
| TEST_CASE ("CategoricalNontransposedCSVLoadTest04", "[LoadSaveTest]") | |
| TEST_CASE ("HarderKeonTest", "[LoadSaveTest]") | |
| A harder test CSV based on the concerns in #658. | |
| TEST_CASE ("SimpleARFFTest", "[LoadSaveTest]") | |
| A simple ARFF load test. More... | |
| TEST_CASE ("SimpleARFFCategoricalTest", "[LoadSaveTest]") | |
| Another simple ARFF load test. More... | |
| TEST_CASE ("HarderARFFTest", "[LoadSaveTest]") | |
| A harder ARFF test, where we have each type of supported value, and some random whitespace too. | |
| TEST_CASE ("BadDatasetInfoARFFTest", "[LoadSaveTest]") | |
| If we pass a bad DatasetInfo, it should throw. | |
| TEST_CASE ("NonExistentFileARFFTest", "[LoadSaveTest]") | |
| If file is not found, it should throw. | |
| TEST_CASE ("CaseTest", "[LoadSaveTest]") | |
| A test to check whether the arff loader is case insensitive to declarations: , , . | |
| TEST_CASE ("CategoryCaseTest", "[LoadSaveTest]") | |
| Ensure that a failure happens if we set a category to use capital letters but it receives them in lowercase. | |
| TEST_CASE ("MalformedCSVTest", "[LoadSaveTest]") | |
| Test that a CSV with the wrong number of columns fails. | |
| TEST_CASE ("LoadCSVTSVTest", "[LoadSaveTest]") | |
| Test that a TSV can load with LoadCSV. | |
| TEST_CASE ("LoadCSVTXTTest", "[LoadSaveTest]") | |
| Test that a text file can load with LoadCSV. | |
| TEST_CASE ("MalformedNoTransposeCSVTest", "[LoadSaveTest]") | |
| Test that a non-transposed CSV with the wrong number of columns fails. | |
| TEST_CASE ("LoadCSVNoTransposeTSVTest", "[LoadSaveTest]") | |
| Test that a non-transposed TSV can load with LoadCSV. | |
| TEST_CASE ("LoadCSVNoTransposeTXTTest", "[LoadSaveTest]") | |
| Test that a non-transposed text file can load with LoadCSV. | |
| TEST_CASE ("DatasetMapperNonUniqueTest", "[LoadSaveTest]") | |
| Make sure DatasetMapper properly unmaps from non-unique strings. | |
| TEST_CASE ("LoadCSVHeaderTest", "[LoadSaveTest]") | |
| Make sure if we load a CSV with a header, that that header doesn't get loaded as a point. | |
Detailed Description
Tests for data::Load() and data::Save().
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Function Documentation
◆ TEST_CASE() [1/5]
| TEST_CASE | ( | "LoadMatinVec" | , |
| "" | [LoadSaveTest] | ||
| ) |
Make sure Load() throws an exception when trying to load a matrix into a colvec or rowvec.
Log::Fatal will be called when the matrix is not of the right size.
◆ TEST_CASE() [2/5]
| TEST_CASE | ( | "RegularCSVDatasetInfoLoad" | , |
| "" | [LoadSaveTest] | ||
| ) |
Test loading regular CSV with DatasetInfo.
Everything should be numeric.
◆ TEST_CASE() [3/5]
| TEST_CASE | ( | "NontransposedCSVDatasetInfoLoad" | , |
| "" | [LoadSaveTest] | ||
| ) |
Test non-transposed loading of regular CSVs with DatasetInfo.
Everything should be numeric.
◆ TEST_CASE() [4/5]
| TEST_CASE | ( | "SimpleARFFTest" | , |
| "" | [LoadSaveTest] | ||
| ) |
A simple ARFF load test.
Two attributes, both numeric.
◆ TEST_CASE() [5/5]
| TEST_CASE | ( | "SimpleARFFCategoricalTest" | , |
| "" | [LoadSaveTest] | ||
| ) |
Another simple ARFF load test.
Three attributes, two categorical, one numeric.
