Worker Examples
======================

.. _workerexamples:


Curve worker examples



.. list-table:: List of Family. Each link can be used to access workers in that family 
   :widths: 100 
   :header-rows: 1

   * - Name of the Worker
   * - :ref:`\*CURVES_MULTIPLY_PAIRS <curvesmultiplypairs>`
   * - :ref:`\*CURVES_TRUETOEFFECITVESTRESS<curvestrueeffectivestress>`
   * - :ref:`\*CURVES_SYNC_LAST_SLOPE<curvessynclastslope>`
   * - :ref:`\*CURVES_ADD_STRAIN_RATE_CURVES<curvesaddstrainratecurves>`
   * - :ref:`\*CURVES_SCALE_CURVE_BY_PARAMETERS<curvesscalecurvebyparameters>`
   * - :ref:`\*CURVES_SCALE_CURVE_BY_DOE_PARAMETERS<curvesscalecurvebydoeparameters>`
   * - :ref:`\*CURVES_ERROR<curveserror>`
   * - :ref:`\*CURVES_ERROR_DATASET<curveserrordataset>`
   * - :ref:`\*CURVES_EXTRAPOLATE<curvesextrpolate>`
   * - :ref:`\*CURVE_TRUETOEFFECTIVESTRESS<curvetruetoeffectivestress>`
   * - :ref:`\*CURVE_ENGTOTRUESTRESS with axis types<curveengtotruestress>`
   * - :ref:`\*CURVE_SMOOTH<curvesmooth>`
   * - :ref:`\*CURVE_INTEGRATE<curveintegrate1>`
   * - :ref:`\*CURVE_INTERPOLATE<curveinterpolateex>`
   * - :ref:`\*CURVE_NORMALIZE<curvenormalizewx>`
   * - :ref:`\*CURVE_TRUETOENGSTRESS<curvetruetoengstressex>`
   * - :ref:`\*CURVE_GET_END_OF_LINEARITY<curvegetendoflinearityex>`
   * - :ref:`\*CURVE_TO_LOG<curvetologex>`
   * - :ref:`\*DEFINETABLE_REPLACE_VALUE<definetablereplacevalueex>`
   * - :ref:`\*CURVES_MATCH_SCATTER<curvesmatchscatterex>`
   * - :ref:`\*CURVE_GET_X<curvegetxexample>`
   * - :ref:`\*CURVE_GET_Y<curvegeyyexample>`     
   * - :ref:`\*CURVE_FROM_SET<curvefromsetexample>`
   * - :ref:`\*CURVES_SYNC_WITH<curvessyncwithexample>`
   * - :ref:`\*CURVE_HG_SAE_FILTER<curvehgsaefilterexample>`
   * - :ref:`\*CURVE_GET_WELD_NUGGET_DIA_VS_SHEET_METAL_THICKNESS_DEPENDENCY<curvegetwildneggentexample>`
   * - :ref:`\*CURVE_GET_WELD_NUGGET_DIA_FOR_SHEET_METAL_THICKNESS<curvegetweldnuggetdiaforsheetexample>` 
   * - :ref:`\*DATASET_CROSSPLOTCOLUMNS<datasetcrossplotcolumns>`
   * - :ref:`\*CURVE_GET_TRICUBE_WEIGHT_CURVE<curvegettricubeweightcurveex>`  
   * - :ref:`\*CURVE_GET_LINEAR_WEIGHT_CURVE<curvegetlinearweightcurveex>`  
   * - :ref:`\*CURVE_MOVING_AVERAGE<curvemovingaverageex>`  
   * - :ref:`\*CURVE_REGRESSION_SMOOTH<curveregressionsmoothex>`  
   * - :ref:`\*STRING_INFLECTOR<stringinflectorex>` 
   * - :ref:`\*CURVE_ENGSTRESS_STATS<curveengstressstats>` 
   * - :ref:`\*CURVE_CUBIC_SPLINE<curvecubicspline>` 
   * - :ref:`\*CURVE_ENGSTRESS_STATS<curveengstressstats>`    
   * - :ref:`\*TEXT_TO_FILE<texttofileex>`   
   * - :ref:`\*DATABASE_CREATE_NEW<databasecreatenew>` 
   * - :ref:`\*CURVE_COMPUTE_PLASTIC_POISSONS_RATIO_FROM_3D_STRAINS<curvecomputeplasticposiex>`    
   * - :ref:`\*CURVE_DIGITIZE_BASED_ON_DERIVATIVE<curvedigbasedonder>`  
   * - :ref:`\*CURVE_SPLIT_AT_XVALUES<curvesplitatxvalues>`   
   * - :ref:`\*CURVE_FIT_POLYNOMIAL<curvesfitpolynomialex>`   
   * - :ref:`\*SIMULATION_EXPORT_RESULT_GEOMETRY<simulationexportgeometry>`  
   * - :ref:`\*STUDY_EXPORT_RESULT_GEOMETRY<studyexportgeometry>`   
   * - :ref:`\*DATASET_CLASSIFIER<datasetclassifier>`  
   * - :ref:`\*PEDPRO_EVALUATOR<pedproevaluator>` 
   * - :ref:`\*TEMPLATE_GET_LAYOUT<pedproevaluator>` 
   * - :ref:`\*STUDY_COMPARE_WITH_PHYSICALTEST<studycomaprephysicaltest>`  
   * - :ref:`\*DATASET_BOOTSTRAP_SAMPLING<datasetbootstarpsmapling>`
   * - :ref:`\*CURVE_HIC_CURVE<curvehiccurve>` 
   * - :ref:`\*DYNAKEYWORD_MAT_SAMP_LIGHT<matsamplight>`
   * - :ref:`\*CURVES_YIELD_USING_STM<curvesusingstm>` 
   * - :ref:`\*CURVE_GET_REGULARIZATION_ERROR<curvesregerror>` 
   * - :ref:`\*CURVE_GET_OPTIMUM_DIG_POINT<curvegetoptimumdigipoint>`
   * - :ref:`\*DOE_SAMPLING_POINT_GENERATOR<doesamplingpointgenerator>` 
   * - :ref:`\*SIMULATION_PHYSICALTEST_BINOUT_MATCHER<simulationtestbinoutmatcher>` 
   * - :ref:`\*BINOUT_EXTRACT_FROM_PATHS<binoutextractfrompaths>` 
   * - :ref:`\*TEXT_PARAMETRIZE_CUSTOM<textparametrizecustom>`
   * - :ref:`\*DATASET_TAGUCHI_DESIGN_ANALYZER<datasettaguchidesignanalyzer>`
   * - :ref:`\*DATASET_CREATE_ML_SIMULATIONS<datasetcreatemlsimulations>`
   * - :ref:`\*WORKFLOW_SUBMIT_HPC<workflowhpcsubmit>`
   * - :ref:`\*SIMULATION_CREATE_FROM_PARENT_SIMULATION<simulationcreatefromparentsim>`
   * - :ref:`\*DATASET_TAGUCHI_FACTORS_TO_PARAMETERS<datasettaguchifactors>`
   * - :ref:`\*CHEST_DEFLECTION_INDEX_CALCULATOR<chestdefclectionindexcalculator>`
   * - :ref:`\*CURVE_REQUIRES_MESH_REGULARIZATION<curvesrequiresmeshregularization>`
   * - :ref:`\*STRING_FORMAT_CSV<stringformatcsv>`
   * - :ref:`\*CURVES_GETBYNAME<curvegetsbyname>`
   * - :ref:`\*DEFINETABLE_FORMAT_VALUES<defintableformatvalues>`
   * - :ref:`\*CURVE_RBF_SMOOTHING<curverbfsmoothning>`
   * - :ref:`\*CURVES_GET_EFF_STRAIN-AT_DEVIATION<curveseffstrainatdeviation>`
   * - :ref:`\*CURVES_LOOKUP<curveslookup>`
   * - :ref:`\*CURVE_SCALEY_LINEAR<curvescaleylinear>`  
   * - :ref:`\*SIMULATION_CHECK_FOR_NORMAL_TERMINATION<simcheckfornotmalterm>` 
   * - :ref:`\*STUDY_CHECK_FOR_NORMAL_TERMINATION<studycheckfornotmalterm>` 
   * - :ref:`\*CURVES_SCALE_EFFECTIVE_STRESS_STRAIN_FOR_POLYMER<curvesscaleffstressstrainforpolymer>`
   * - :ref:`\*DOE_SAMPLING_SEQUENTIAL_REDUCTION<doesamplingdoesamplingseqreduction>`
   * - :ref:`\*DATASET_EIS_NYQUISTPLOT_FEATURE_EXTRACTOR<dataseteisnyqfeatureextractor>`
   * - :ref:`\*DATASET_EIS_DATA_PROCESSOR<dataseteisdataprocessor>`
   * - :ref:`\*CURVE_GET_NECKING_RATIOS<curvegetneckingratios>`
   * - :ref:`\*PHYSICALTEST_FINDER<physicaltestfinder>`
   * - :ref:`\*LSDYNA_RESULTS_CONTEXT_BUILDER<lsdynaresultscontextbuilder>`
   * - :ref:`\*GET_OBJECT_ATTRIBUTE<getobjectattribute>`
   * - :ref:`\*SET_OBJECT_ATTRIBUTE<setobjectattribute>`
   * - :ref:`\*WORKER_FINDER<workerfinder>`
   * - :ref:`\*PROJECT_FINDER<projectfinderfinder>`
   * - :ref:`\*FILE_PARSER<fileparser>`
   * - :ref:`\*TEXT_TO_PDF<texttopdf>`
   * - :ref:`\*CURVE/CURVES_FILTER_CFC<curvefiltercfc>`
   * - :ref:`\*WORKFLOWS_LIBARY_FINDER<workflolibraryfinder>`
   * - :ref:`\*CURVE_HIC<curvehic>`
   * - :ref:`\*UNIAXIAL_SPECIMEN_DIMENSIONS<uniaxialspecimendimentions>`
   * - :ref:`\*DATASET_MERGE_BASED_ON_EUCLIDEAN_DISTANCE<datasetmergebasedoneuclideandistance>`
   * - :ref:`\*CURVES_CROSSPLOT<curvescrossplot>`
   * - :ref:`\*DATASET_COMPUTE_PREDICTION_ACCURACY<datasetcomputepredictionaccuracy>`
   * - :ref:`\*LSDYNA_LIBRARY_MODEL_PROVIDER<lsdynalibrarymodelprovider>`
   * - :ref:`\*CURVE_VERIFY<curveverify>`
   * - :ref:`\*CURVES_VERIFY<curvesverify>`
   * - :ref:`\*LSDYNA_PARSE_SENSORS_FROM_FILE<lsdynaparsesensorsfromfile>`
   * - :ref:`\*CURVES_BARRIER_FORCE_ANALYZER<curvesbarriersensors>`
   * - :ref:`\*SIMULATION_GET_BOM_GRAPH<simulationgraphbom>`
   * - :ref:`\*CURVES_ADD_TO_DATASET_AS_UNIQUE_COLUMNS<curvesaddtodatasetuniquecolumns>`
   * - :ref:`\*CURVE_GET_CROSS_OVER_POINT<curvegetcrossoverpoint>`
   * - :ref:`\*CURVES_COMPUTE_UNIAXIAL_STRAIN_RATE<curvecomputeuniaxialstarinrate>`
   * - :ref:`\*DATASET_ANALYZE_ROBUSTNESS<datasetanalyzerobustness>`   
   * - :ref:`\*WORKFLOW_GET_START_INPUTS_AS_DATASET<workflowgetstartinputsasdataset>`   
   * - :ref:`\*DATASET_TRANSPOSE<datasettranspose>` 
   * - :ref:`\*GISSMO_SCALE_REGULARIZATION_SCALE_FACTORS<gissmoscaleregularizationscalefactors>`
   * - :ref:`\*CURVE_HAS_ZERO_SLOPE<curvehaszeroslope>`   
   * - :ref:`\*AWS_WORKERS<awsworkers>` 
   * - :ref:`\*TEXT_REPLACE_LSDYNA_CURVES_BY_IDS<textreplcaelsdynacurvesbyids>` 
   * - :ref:`\*DATASET_COMPILE_GISSMO_SCALES_TO_CURVES<datasetcompilegissmoscalestocurves>` 
   * - :ref:`\*DATASET_DESIGN_SPACE_FILLER<datasetdesignspacefilter>` 
   * - :ref:`\*MATH_PERCENTAGE_RATIO<mathpercentageratio>` 
   * - :ref:`\*CURVES_INTERSECT<curvesintersectworker>` 
   * - :ref:`\*PHYSICALTEST_IMPORT_FILES_FROM_DATASET<projectimportfilesfromdataset>`
   * - :ref:`\*SIMULATION_GET_BOM_GRAPH<simulationbillofmaterials>`
   * - :ref:`\*DATASET_FILES_FETCHER<datasefilesfetcher>`
   * - :ref:`\*SIMULATION_EVOLUTION_ANALYZER<simulationevolutionanalyzer>`
   * - :ref:`\*ASSEMBLY_GET_PARAMETERS<assemblygetparameters>`
   * - :ref:`\*TEXT_DIFF<textdiffworker>`
   * - :ref:`\*CURVES_COMPUTE_RELAXATION_STRESS<curvecomputerelaxationstress>`
   * - :ref:`\*CURVE_LINEAR_REGRESSION<curvelinearregression>`
   * - :ref:`\*PRONY_SERIES_ESTIMATOR<pronyseriesestimator>`
   * - :ref:`\*CURVES_IIHSINTRUSION_ALL_TARGETS_IN_REF_SYSTEM_COORDS_PASSENGER<curveiihsintrusionalltargets>`
   * - :ref:`\*SYSTEMMODEL_REPLACE_PARAMETERS<systemmodelreplaceparameters>`
   * - :ref:`\*SYSTEMMODEL_GET_SENSORS<systemmodelgetsensors>`
   * - :ref:`\*SYSTEMMODEL_GET_BILL_OF_MATERIALS<systemmodelgetbom>`
   * - :ref:`\*ASSEMBLER_CREATE_ASSEMBLY<assemblycreateassembly>`
   * - :ref:`\*ASSEMBLY_GET_BILL_OF_MATERIALS<assemblygetbom>`
   * - :ref:`\*ASSEMBLER_CREATE_LOADCASE<assemblycreateloadcase>`
   * - :ref:`\*SYSTEMMODEL_GET_PARAMETERS<systemmodelgetparameters>`
   * - :ref:`\*ASSEMBLER_CREATE_SIMULATION_FROM_SYSTEMMODEL<assemblycreatesimulationfromsystemmodel>`
   * - :ref:`\*CURVE_BINNING<curvebinning>`
   * - :ref:`\*CURVE_BINNING_FROM_DATASET<curvebinningfromdataset>`
   * - :ref:`\*ASSEMBLY_GET_SENSORS<assemblygetsensors>`
   * - :ref:`\*DATASET_GET_MEAN_SD_BY_GROUP<datasetgetmeansdbygroup>`
   * - :ref:`\*PHYSICALTEST_UPDATE_ATTRIBUTE<physicaltestupdateattribute>`
   * - :ref:`\*BINOUT_TIMEHISTORY_DATASET<binouttimehistorydataset>`
   * - :ref:`\*DATASET_GET_MAX_ABS_CROSS_CORRELATION<datasetgetmaxabscrosscorrelation>`
   * - :ref:`\*FEMZIP_PARAM_MERGE<femzipparammerge>`
   * - :ref:`\*KEYWORD_SSSTAT<keywordssstat>`
   * - :ref:`\*DEFINETABLE_GET_ROWS_FOR_CALIBRATION<drfinetablegetrowsforcalibration>`
   * - :ref:`\*DATASET_GET_GROUP_PARTS_TABLE<datasetgetgrouppartstable>`
   * - :ref:`\*DATASET_PROCESS_CURVE_COLUMNS<datasetprocesscurvecolumns>`
   * - :ref:`\*TEXT_PARSER_CUSTOM<textparsercustom>`
   * - :ref:`\*CURVES_SYNC_X_START_AND_END<curvessyncstartxandend>`
   * - :ref:`\*TEXT_MERGE_WITH_DELIMITER<textmergewithdelimiter>`
   * - :ref:`\*TASK_CREATE<taskvreate>`
   * - :ref:`\*FILE_CREATE<filecreate>`
   * - :ref:`\*DATASET_FILL_SPARSE_REGION _WITH _CURVES<datasetfillcurvesregion>`
   * - :ref:`\*MATERIAL_SPECIMEN_GENERATOR_SINGLE_SHELL_ELEMENT<materialspecimengeneratorsingleshellelement>`
   * - :ref:`\*DATASET_NELDER_MEAD_SIMPLEX_OPTIMIZER<datasetndlersimplexoptimizer>`
   * - :ref:`\*MATERIAL_GET_SWIFT_EXPONENT_FROM_HARDENING_CURVE_WORKER<materialgetswiftexportfromhardeningcurveworker>`
   * - :ref:`\*SIMULATION_CLONE<simulationclone>`
   * - :ref:`\*STUDY_GET_PARAMETER_RESPONSE_DATASET<studygetparamterresponsedataset>`
   * - :ref:`\*CURVE_GET_SWIFT_EXPONENT_FROM_HARDENING_CURVE<curvegetswiftexponenthardeningcurve>`
   * - :ref:`\*CURVE_COMPUTE_R2<curvecomputer2>`
   * - :ref:`\*CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER<curvegetoptimalpolynomialorder>`
   * - :ref:`\*CURVE_ERSATZ_ENG<curveersatzeng>`
   * - :ref:`\*BMS_GENERATE_SYNTHETIC_DATA<bmsgeneratesyntheticdata>`
   * - :ref:`\*CURVES_EXPORT_CSV<curvesexportcsv>`
   * - :ref:`\*CURVE_EFF_TO_TRUE_OR_ENG<curveefftotrueoreng>`
   * - :ref:`\*ML_LEARN_ERSATZ<mllearnersatz>`
   * - :ref:`\*PYTHON_EXECUTOR<pythonexecutorworker>`
   * - :ref:`\*CURVE_ERSATZ_HARDENING<curveersatzhardening>`