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1.02 lightgbm glibc error #2174

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shexuan opened this issue Mar 2, 2024 · 0 comments
Open

1.02 lightgbm glibc error #2174

shexuan opened this issue Mar 2, 2024 · 0 comments
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@shexuan
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shexuan commented Mar 2, 2024

SynapseML version
1.0.2

System information
Language version (e.g. python 3.8, scala 2.12): 3.9.13 | packaged by conda-forge
Scala Version: 2.12
Spark Version (e.g. 3.2.3): 3.1.1
Spark Platform (e.g. Synapse, Databricks): Self hosted on Kubernetes

Describe the problem
Error with environment glibc:

24/03/02 12:07:34 INFO ApplicationMaster: Unregistering ApplicationMaster with FAILED (diag message: User class threw exception: java.lang.UnsatisfiedLinkError: /data4/yarn/local/usercache/aa/appcache/application_1704445826670_14757768/container_e37_1704445826670_14757768_01_000001/tmp/mml-natives8055619781671594734/lib_lightgbm.so: /lib64/libm.so.6: version `GLIBC_2.27' not found (required by /data4/yarn/local/usercache/aa/appcache/application_1704445826670_14757768/container_e37_1704445826670_14757768_01_000001/tmp/mml-natives8055619781671594734/lib_lightgbm.so)
	at java.lang.ClassLoader$NativeLibrary.load(Native Method)
	at java.lang.ClassLoader.loadLibrary0(ClassLoader.java:1941)
	at java.lang.ClassLoader.loadLibrary(ClassLoader.java:1824)
	at java.lang.Runtime.load0(Runtime.java:809)
	at java.lang.System.load(System.java:1086)
	at com.microsoft.azure.synapse.ml.core.env.NativeLoader.loadLibraryByName(NativeLoader.java:66)
	at com.microsoft.azure.synapse.ml.lightgbm.LightGBMUtils$.initializeNativeLibrary(LightGBMUtils.scala:33)
	at com.microsoft.azure.synapse.ml.lightgbm.LightGBMBase.train(LightGBMBase.scala:37)
	at com.microsoft.azure.synapse.ml.lightgbm.LightGBMBase.train$(LightGBMBase.scala:36)
	at com.microsoft.azure.synapse.ml.lightgbm.LightGBMClassifier.train(LightGBMClassifier.scala:27)
	at com.microsoft.azure.synapse.ml.lightgbm.LightGBMClassifier.train(LightGBMClassifier.scala:27)
	at org.apache.spark.ml.Predictor.fit(Predictor.scala:151)
	at com.iqiyi.ads.algo.dmp.model_v3.BaseModel.buildLgbModel(BaseModel.scala:171)
	at com.iqiyi.ads.algo.dmp.model_v3.Train.train(Train.scala:37)
	at com.iqiyi.ads.algo.dmp.model_v3.Train.run(Train.scala:43)
	at com.iqiyi.ads.algo.dmp.model_v3.Train$.main(Train.scala:58)
	at com.iqiyi.ads.algo.dmp.model_v3.Train.main(Train.scala)
	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
	at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
	at java.lang.reflect.Method.invoke(Method.java:498)
	at org.apache.spark.deploy.yarn.ApplicationMaster$$anon$2.run(ApplicationMaster.scala:732)
@github-actions github-actions bot added the triage label Mar 2, 2024
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