Getting an error with arules package
UserBird
Dataiker, Alpha Tester Posts: 535 Dataiker
[2017/08/11-20:50:27.790] [Exec-35] [INFO] [dku.utils] - [1] "********** R code failed **********"
[2017/08/11-20:50:27.791] [Exec-35] [INFO] [dku.utils] - [1] "Error evaluating R code: Error in `[.data.frame`(df, i): undefined columns selected\n"
[2017/08/11-20:50:27.854] [FRT-33-FlowRunnable] [INFO] [com.dataiku.dip.dataflow.exec.r.RRecipeRunner] - Error file found, trying to throw it: /home/phani/dataiku-dss-4.0.5/DATA_DIR/jobs/SNAPFISHMARKETBASKET/Build_associations_2017-08-11T15-20-22.942/compute_associations_NP/out-R-EhYvSTHve8dj/error.json
[2017/08/11-20:50:27.864] [FRT-33-FlowRunnable] [INFO] [dku.flow.activity] - Run thread failed for activity compute_associations_NP
com.dataiku.common.server.APIError$SerializedErrorException: Error in R process: simpleError : undefined columns selected
at com.dataiku.dip.dataflow.exec.AbstractCodeBasedActivityRunner.execute(AbstractCodeBasedActivityRunner.java:304)
at com.dataiku.dip.dataflow.exec.AbstractCodeBasedActivityRunner.execute(AbstractCodeBasedActivityRunner.java:231)
at com.dataiku.dip.recipes.code.r.AbstractRRecipeRunner.executeScript(AbstractRRecipeRunner.java:31)
at com.dataiku.dip.dataflow.exec.r.RRecipeRunner.run(RRecipeRunner.java:36)
at com.dataiku.dip.dataflow.jobrunner.ActivityRunner$FlowRunnableThread.run(ActivityRunner.java:353)
[2017/08/11-20:50:27.927] [ActivityExecutor-28] [INFO] [dku.flow.activity] running compute_associations_NP - activity is finished
[2017/08/11-20:50:27.927] [ActivityExecutor-28] [ERROR] [dku.flow.activity] running compute_associations_NP - Activity failed
com.dataiku.common.server.APIError$SerializedErrorException: Error in R process: simpleError : undefined columns selected
at com.dataiku.dip.dataflow.exec.AbstractCodeBasedActivityRunner.execute(AbstractCodeBasedActivityRunner.java:304)
at com.dataiku.dip.dataflow.exec.AbstractCodeBasedActivityRunner.execute(AbstractCodeBasedActivityRunner.java:231)
at com.dataiku.dip.recipes.code.r.AbstractRRecipeRunner.executeScript(AbstractRRecipeRunner.java:31)
at com.dataiku.dip.dataflow.exec.r.RRecipeRunner.run(RRecipeRunner.java:36)
at com.dataiku.dip.dataflow.jobrunner.ActivityRunner$FlowRunnableThread.run(ActivityRunner.java:353)
------------------------------
Following is the code:
library(dataiku)
library(arules)
# Recipe inputs
user_Categories <- dkuReadDataset("User_Categories", samplingMethod="head", nbRows=1)
user_Categories <- as(
split(as.vector(user_Categories$product_category), as.vector(user_Categories$account_id)),
"transactions"
)
rules <- apriori(
user_Categories,
parameter=list(supp=0.02, conf=0.8, target="rules", minlen=2, maxlen=2)
)
rules <- sort(rules, by="lift")
# Recipe outputs
dkuWriteDataset(as(rules,"data.frame"),"associations")
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