From b701fad992875f17f1f6d4e5b8fc96fa66c33935 Mon Sep 17 00:00:00 2001 From: Villu Ruusmann Date: Thu, 13 Jun 2024 22:36:26 +0300 Subject: [PATCH] Added support for model settings --- .../java/org/jpmml/rexp/MaxLikConverter.java | 39 ++++++++++++------ pmml-rexp/src/test/R/apollo.R | 14 ++----- .../src/test/resources/rds/MNLModeChoice.rds | Bin 379575 -> 376617 bytes .../src/test/resources/rds/NLModeChoice.rds | Bin 517826 -> 517561 bytes 4 files changed, 30 insertions(+), 23 deletions(-) diff --git a/pmml-rexp/src/main/java/org/jpmml/rexp/MaxLikConverter.java b/pmml-rexp/src/main/java/org/jpmml/rexp/MaxLikConverter.java index 81df7a4..f0ef4a8 100644 --- a/pmml-rexp/src/main/java/org/jpmml/rexp/MaxLikConverter.java +++ b/pmml-rexp/src/main/java/org/jpmml/rexp/MaxLikConverter.java @@ -55,22 +55,22 @@ public class MaxLikConverter extends ModelConverter { - private Map variables = null; + private RFunctionCall settings = null; - private RFunctionCall availabilities = null; + private Map variables = null; private Map utilityFunctions = null; - private Map availabilityFeatures = null; - - private Map utilityFunctionFeatures = null; - private RFunctionCall nlNests = null; private Map nlStructures = null; private Map estimates = null; + private Map availabilityFeatures = null; + + private Map utilityFunctionFeatures = null; + public MaxLikConverter(RGenericVector maxLik){ super(maxLik); @@ -85,9 +85,15 @@ public void encodeSchema(RExpEncoder encoder){ RStringVector modelTypeList = maxLik.getStringElement("modelTypeList"); - Map variables = this.variables; + RFunctionCall settings = this.settings; + + Map settingsMap = parseList(settings, (value) -> value); + + RFunctionCall alternatives = (RFunctionCall)settingsMap.get("alternatives"); + RFunctionCall availabilities = (RFunctionCall)settingsMap.get("avail"); + RString choiceVar = (RString)settingsMap.get("choiceVar"); - RFunctionCall availabilities = this.availabilities; + Map variables = this.variables; Map utilityFunctions = this.utilityFunctions; if(utilityFunctions.isEmpty()){ @@ -98,7 +104,7 @@ public void encodeSchema(RExpEncoder encoder){ List choices = new ArrayList<>(utilityFunctions.keySet()); - DataField choiceField = encoder.createDataField("choice", OpType.CATEGORICAL, TypeUtil.getDataType(choices, DataType.STRING), choices); + DataField choiceField = encoder.createDataField(choiceVar.getValue(), OpType.CATEGORICAL, TypeUtil.getDataType(choices, DataType.STRING), choices); encoder.setLabel(choiceField); @@ -386,8 +392,11 @@ private void parseApolloProbabilities(){ throw new IllegalArgumentException(); } + RFunctionCall settings = null; + Map variables = new LinkedHashMap<>(); + RFunctionCall alternatives = null; RFunctionCall availabilities = null; Map utilityFunctions = new LinkedHashMap<>(); @@ -409,8 +418,8 @@ private void parseApolloProbabilities(){ if(firstArgValue instanceof RString){ RString string = (RString)firstArgValue; - if(matchVariable(firstArgValue, "avail")){ - availabilities = (RFunctionCall)secondArgValue; + if(matchVariable(firstArgValue, "mnl_settings") || matchVariable(firstArgValue, "nl_settings")){ + settings = (RFunctionCall)secondArgValue; continue; } else @@ -449,13 +458,17 @@ private void parseApolloProbabilities(){ } } + if(settings == null){ + throw new IllegalArgumentException(); + } // End if + if(!Collections.disjoint(utilityFunctions.keySet(), nlStructures.keySet())){ throw new IllegalArgumentException(); } - this.variables = variables; + this.settings = settings; - this.availabilities = availabilities; + this.variables = variables; this.utilityFunctions = utilityFunctions; this.nlNests = nlNests; diff --git a/pmml-rexp/src/test/R/apollo.R b/pmml-rexp/src/test/R/apollo.R index eb27e59..7e3fc35 100644 --- a/pmml-rexp/src/test/R/apollo.R +++ b/pmml-rexp/src/test/R/apollo.R @@ -62,13 +62,10 @@ generateMNLModeChoice = function(){ V[["air"]] = asc_air + b_tt_air * time_air + b_access * access_air + b_cost * cost_air + b_no_frills * ( service_air == 1 ) + b_wifi * ( service_air == 2 ) + b_food * ( service_air == 3 ) V[["rail"]] = asc_rail + b_tt_rail * time_rail + b_access * access_rail + b_cost * cost_rail + b_no_frills * ( service_rail == 1 ) + b_wifi * ( service_rail == 2 ) + b_food * ( service_rail == 3 ) - alternatives = c(car=1, bus=2, air=3, rail=4) - avail = list(car=av_car, bus=av_bus, air=av_air, rail=av_rail) - ### Define settings for MNL model component mnl_settings = list( - alternatives = alternatives, - avail = avail, + alternatives = c(car=1, bus=2, air=3, rail=4), + avail = list(car=av_car, bus=av_bus, air=av_air, rail=av_rail), choiceVar = choice, utilities = V ) @@ -169,13 +166,10 @@ generateNLModeChoice = function(){ nlStructure[["PT"]] = c("bus","fastPT") nlStructure[["fastPT"]] = c("air","rail") - alternatives = c(car=1, bus=2, air=3, rail=4) - avail = list(car=av_car, bus=av_bus, air=av_air, rail=av_rail) - ### Define settings for NL model nl_settings = list( - alternatives = alternatives, - avail = avail, + alternatives = c(car=1, bus=2, air=3, rail=4), + avail = list(car=av_car, bus=av_bus, air=av_air, rail=av_rail), choiceVar = choice, utilities = V, nlNests = nlNests, diff --git a/pmml-rexp/src/test/resources/rds/MNLModeChoice.rds b/pmml-rexp/src/test/resources/rds/MNLModeChoice.rds index 2ea8a1e77531cc01a981b1e1b6b90d0bc968ab3d..21729a47ea411eb4c68e9704da627c1cd2bf7f5d 100644 GIT binary patch delta 263051 zcmV(vK zR7`9~_c4TPuXMP?b$*mNW|3dGA}=V7Nvtt1D?_>Z!t2f-m=1c{hNgcoA6x-CnFfL; 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