From 4d48003a40fba0a8a7e93d4f43fb73a8b0dbc714 Mon Sep 17 00:00:00 2001 From: PitambarMahato <> Date: Wed, 22 Oct 2025 15:54:24 +0545 Subject: [PATCH 1/4] updated documentation for emr to use python3.11 --- platforms/emr-airgapped/README.md | 55 +++++++++++++++++++++++++------ 1 file changed, 45 insertions(+), 10 deletions(-) diff --git a/platforms/emr-airgapped/README.md b/platforms/emr-airgapped/README.md index 16ae8ccfe..b22391491 100644 --- a/platforms/emr-airgapped/README.md +++ b/platforms/emr-airgapped/README.md @@ -122,8 +122,9 @@ Define the necessary Spark configuration parameters under the **Software Setting "Classification": "export", "Properties": { "JSL_EMR": "1", - "PYSPARK_PYTHON": "/usr/bin/python3", - "SPARK_NLP_LICENSE": "XYXYXYXYXY" + "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", + "PYSPARK_PYTHON": "/usr/bin/python3.11", + "SPARK_NLP_LICENSE": "" } } ], @@ -136,34 +137,68 @@ Define the necessary Spark configuration parameters under the **Software Setting "Classification": "export", "Properties": { "JSL_EMR": "1", - "SPARK_NLP_LICENSE": "XYXYXYXYXY" + "SPARK_NLP_LICENSE": "" } } ], "Properties": {} }, + { + "Classification": "livy-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", + "PYSPARK_PYTHON": "/usr/bin/python3.11" + } + } + ], + "Properties": {} + }, + { + "Classification": "livy-conf", + "Properties": { + "livy.server.session.conf.spark.executorEnv.PYSPARK_PYTHON": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.driver.python": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.python": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.virtualenv.enabled": "false", + "livy.server.session.conf.spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/python3.11" + } + }, { "Classification": "spark-defaults", "Properties": { "spark.driver.maxResultSize": "0", "spark.dynamicAllocation.enabled": "true", - "spark.executorEnv.SPARK_NLP_LICENSE": "XYXYXYXYXY", - "spark.jsl.settings.aws.credentials.access_key_id": "XYXYXYXYXY", - "spark.jsl.settings.aws.credentials.secret_access_key": "XYXYXYXYXY", + "spark.executorEnv.SPARK_NLP_LICENSE": "", + "spark.jsl.settings.aws.credentials.access_key_id": "", + "spark.jsl.settings.aws.credentials.secret_access_key": "", "spark.jsl.settings.aws.region": "us-east-1", - "spark.jsl.settings.pretrained.credentials.access_key_id": "XYXYXYXYXY", - "spark.jsl.settings.pretrained.credentials.secret_access_key": "XYXYXYXYXY", + "spark.jsl.settings.pretrained.credentials.access_key_id": "", + "spark.jsl.settings.pretrained.credentials.secret_access_key": "", + "spark.jsl.settings.storage.cluster_tmp_dir": "hdfs:///tmp", "spark.kryoserializer.buffer.max": "2000M", + "spark.pyspark.driver.python": "/usr/bin/python3.11", + "spark.pyspark.python": "/usr/bin/python3.11", "spark.rpc.message.maxSize": "1024", "spark.serializer": "org.apache.spark.serializer.KryoSerializer", - "spark.yarn.appMasterEnv.SPARK_NLP_LICENSE": "XYXYXYXYXY", + "spark.yarn.appMasterEnv.SPARK_NLP_LICENSE": "", "spark.yarn.preserve.staging.files": "true", - "spark.jsl.settings.storage.cluster_tmp_dir": "hdfs:///tmp", "spark.yarn.stagingDir": "hdfs:///tmp" } } ] ``` + +**For python 3.11** +To use python 3.11, you should specify the given block of config in your notebook's first shell. +``` +%%configure -f +{ "conf": { "spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/python3.11", + "spark.executorEnv.PYSPARK_PYTHON": "/usr/bin/python3.11" } } +``` + **__Important__** Make sure to replace all placeholder values (marked as `XYXYXYXYXY`) with the actual credentials provided with your license. If your EMR cluster is truly **air-gapped**, you do **not** need to specify `access_key_id` or `secret_access_key` in the configuration — since the `pretrained()` function cannot be used to download models in an offline environment. From 3003ada3d198a8ffd503817acb7d9f95a6f72a3b Mon Sep 17 00:00:00 2001 From: PitambarMahato <> Date: Fri, 24 Oct 2025 13:43:53 +0545 Subject: [PATCH 2/4] updated config for gpu --- platforms/emr-airgapped/README.md | 183 +++++++++++++++++++++++ platforms/emr-airgapped/gpu-instance.png | Bin 0 -> 124267 bytes platforms/emr-airgapped/gpu.README.md | 0 3 files changed, 183 insertions(+) create mode 100644 platforms/emr-airgapped/gpu-instance.png create mode 100644 platforms/emr-airgapped/gpu.README.md diff --git a/platforms/emr-airgapped/README.md b/platforms/emr-airgapped/README.md index b22391491..b18fb7bdd 100644 --- a/platforms/emr-airgapped/README.md +++ b/platforms/emr-airgapped/README.md @@ -107,6 +107,65 @@ Define the necessary Spark configuration parameters under the **Software Setting > 📘 For more details on available Spark parameters and configurations in EMR, refer to the [official AWS documentation](https://docs.aws.amazon.com/emr/latest/ReleaseGuide/emr-spark-configure.html). +``` +[ + { + "Classification": "spark", + "Properties": { + "maximizeResourceAllocation": "true" + } + }, + { + "Classification": "spark-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "JSL_EMR": "1", + "PYSPARK_PYTHON": "/usr/bin/python3", + "SPARK_NLP_LICENSE": "XYXYXYXYXY" + } + } + ], + "Properties": {} + }, + { + "Classification": "yarn-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "JSL_EMR": "1", + "SPARK_NLP_LICENSE": "XYXYXYXYXY" + } + } + ], + "Properties": {} + }, + { + "Classification": "spark-defaults", + "Properties": { + "spark.driver.maxResultSize": "0", + "spark.dynamicAllocation.enabled": "true", + "spark.executorEnv.SPARK_NLP_LICENSE": "XYXYXYXYXY", + "spark.jsl.settings.aws.credentials.access_key_id": "XYXYXYXYXY", + "spark.jsl.settings.aws.credentials.secret_access_key": "XYXYXYXYXY", + "spark.jsl.settings.aws.region": "us-east-1", + "spark.jsl.settings.pretrained.credentials.access_key_id": "XYXYXYXYXY", + "spark.jsl.settings.pretrained.credentials.secret_access_key": "XYXYXYXYXY", + "spark.kryoserializer.buffer.max": "2000M", + "spark.rpc.message.maxSize": "1024", + "spark.serializer": "org.apache.spark.serializer.KryoSerializer", + "spark.yarn.appMasterEnv.SPARK_NLP_LICENSE": "XYXYXYXYXY", + "spark.yarn.preserve.staging.files": "true", + "spark.jsl.settings.storage.cluster_tmp_dir": "hdfs:///tmp", + "spark.yarn.stagingDir": "hdfs:///tmp" + } + } +] +``` + +**Config for python3.11** ``` [ { @@ -191,6 +250,130 @@ Define the necessary Spark configuration parameters under the **Software Setting ] ``` +**Config For gpu setup** +For gpu setup we need to select the gpu type instance. +![gpu instance](gpu-instance.png) + +The config for gpu setup +``` +[ + { + "Classification": "spark", + "Properties": { + "maximizeResourceAllocation": "true" + } + }, + { + "Classification": "spark-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "JSL_EMR": "1", + "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", + "PYSPARK_PYTHON": "/usr/bin/python3.11", + "SPARK_NLP_LICENSE": "XXXXXXXXX" + } + } + ], + "Properties": {} + }, + { + "Classification": "yarn-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "JSL_EMR": "1", + "SPARK_NLP_LICENSE": "XXXXXXXXX" + } + } + ], + "Properties": {} + }, + { + "Classification": "livy-env", + "Configurations": [ + { + "Classification": "export", + "Properties": { + "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", + "PYSPARK_PYTHON": "/usr/bin/python3.11" + } + } + ], + "Properties": {} + }, + { + "Classification": "livy-conf", + "Properties": { + "livy.server.session.conf.spark.executorEnv.PYSPARK_PYTHON": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.driver.python": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.python": "/usr/bin/python3.11", + "livy.server.session.conf.spark.pyspark.virtualenv.enabled": "false", + "livy.server.session.conf.spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/python3.11" + } + }, + { + "Classification": "yarn-site", + "Properties": { + "yarn.nodemanager.containerexecutor.class": "org.apache.hadoop.yarn.server.nodemanager.LinuxContainerExecutor", + "yarn.nodemanager.linux-container-executor.cgroups.hierarchy": "yarn", + "yarn.nodemanager.linux-container-executor.cgroups.mount": "true", + "yarn.nodemanager.linux-container-executor.cgroups.mount-path": "/sparkrapids-cgroup", + "yarn.nodemanager.resource-plugins": "yarn.io/gpu", + "yarn.nodemanager.resource-plugins.gpu.allowed-gpu-devices": "auto", + "yarn.nodemanager.resource-plugins.gpu.path-to-discovery-executables": "/usr/bin", + "yarn.resource-types": "yarn.io/gpu" + } + }, + { + "Classification": "container-executor", + "Configurations": [ + { + "Classification": "gpu", + "Properties": { + "module.enabled": "true" + } + }, + { + "Classification": "cgroups", + "Properties": { + "root": "/spark-rapids-cgroup", + "yarn-hierarchy": "yarn" + } + } + ], + "Properties": {} + }, + { + "Classification": "spark-defaults", + "Properties": { + "spark.driver.maxResultSize": "0", + "spark.dynamicAllocation.enabled": "true", + "spark.executor.extraLibraryPath": "/usr/local/cuda/targets/x86_64-linux/lib:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/compat/lib:/usr/local/cuda/lib:/usr/local/cuda/lib64:/usr/lib/hadoop/lib/native:/usr/lib/hadoop-lzo/lib/native:/docker/usr/lib/hadoop/lib/native:/docker/usr/lib/hadoop-lzo/lib/native", + "spark.executor.resource.gpu.discoveryScript": "/usr/lib/spark/scripts/gpu/getGpusResources.sh", + "spark.executorEnv.SPARK_NLP_LICENSE": "XXXXXXX", + "spark.jsl.settings.aws.credentials.access_key_id": "XXXXXXXXX", + "spark.jsl.settings.aws.credentials.secret_access_key": "XXXXXXXXX", + "spark.jsl.settings.aws.region": "us-east-1", + "spark.jsl.settings.pretrained.credentials.access_key_id": "XXXXXXXX", + "spark.jsl.settings.pretrained.credentials.secret_access_key": "XXXXXXXXXX", + "spark.jsl.settings.storage.cluster_tmp_dir": "hdfs:///tmp", + "spark.kryoserializer.buffer.max": "2000M", + "spark.plugins": "com.nvidia.spark.SQLPlugin", + "spark.pyspark.driver.python": "/usr/bin/python3.11", + "spark.pyspark.python": "/usr/bin/python3.11", + "spark.rpc.message.maxSize": "1024", + "spark.serializer": "org.apache.spark.serializer.KryoSerializer", + "spark.yarn.appMasterEnv.SPARK_NLP_LICENSE": "XXXXXXXXXXX", + "spark.yarn.preserve.staging.files": "true", + "spark.yarn.stagingDir": "hdfs:///tmp" + } + } +] +``` + **For python 3.11** To use python 3.11, you should specify the given block of config in your notebook's first shell. ``` diff --git a/platforms/emr-airgapped/gpu-instance.png b/platforms/emr-airgapped/gpu-instance.png new file mode 100644 index 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zDsmg{8#lWsV;DJ!HzwBe4O?7c;UA`hMYAfziDzVybt~6C?L5=%wcERvmTHhOv`t=D z(0qec&XW)IZTFhe=(NGsNGeqJMJAevInl(AB%RVj<^j#a-}khtYCf${Fi<((T!qH| Q1pKTH+a4-DaOPis1M{tcY5)KL literal 0 HcmV?d00001 diff --git a/platforms/emr-airgapped/gpu.README.md b/platforms/emr-airgapped/gpu.README.md new file mode 100644 index 000000000..e69de29bb From ed7cf403a2b4838d77b46d91e5669dd710eb7776 Mon Sep 17 00:00:00 2001 From: PitambarMahato <> Date: Sun, 2 Nov 2025 20:05:42 +0545 Subject: [PATCH 3/4] removed gpu setup for now --- platforms/emr-airgapped/README.md | 124 ------------------------------ 1 file changed, 124 deletions(-) diff --git a/platforms/emr-airgapped/README.md b/platforms/emr-airgapped/README.md index b18fb7bdd..b15f4007e 100644 --- a/platforms/emr-airgapped/README.md +++ b/platforms/emr-airgapped/README.md @@ -250,130 +250,6 @@ Define the necessary Spark configuration parameters under the **Software Setting ] ``` -**Config For gpu setup** -For gpu setup we need to select the gpu type instance. -![gpu instance](gpu-instance.png) - -The config for gpu setup -``` -[ - { - "Classification": "spark", - "Properties": { - "maximizeResourceAllocation": "true" - } - }, - { - "Classification": "spark-env", - "Configurations": [ - { - "Classification": "export", - "Properties": { - "JSL_EMR": "1", - "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", - "PYSPARK_PYTHON": "/usr/bin/python3.11", - "SPARK_NLP_LICENSE": "XXXXXXXXX" - } - } - ], - "Properties": {} - }, - { - "Classification": "yarn-env", - "Configurations": [ - { - "Classification": "export", - "Properties": { - "JSL_EMR": "1", - "SPARK_NLP_LICENSE": "XXXXXXXXX" - } - } - ], - "Properties": {} - }, - { - "Classification": "livy-env", - "Configurations": [ - { - "Classification": "export", - "Properties": { - "PYSPARK_DRIVER_PYTHON": "/usr/bin/python3.11", - "PYSPARK_PYTHON": "/usr/bin/python3.11" - } - } - ], - "Properties": {} - }, - { - "Classification": "livy-conf", - "Properties": { - "livy.server.session.conf.spark.executorEnv.PYSPARK_PYTHON": "/usr/bin/python3.11", - "livy.server.session.conf.spark.pyspark.driver.python": "/usr/bin/python3.11", - "livy.server.session.conf.spark.pyspark.python": "/usr/bin/python3.11", - "livy.server.session.conf.spark.pyspark.virtualenv.enabled": "false", - "livy.server.session.conf.spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/python3.11" - } - }, - { - "Classification": "yarn-site", - "Properties": { - "yarn.nodemanager.containerexecutor.class": "org.apache.hadoop.yarn.server.nodemanager.LinuxContainerExecutor", - "yarn.nodemanager.linux-container-executor.cgroups.hierarchy": "yarn", - "yarn.nodemanager.linux-container-executor.cgroups.mount": "true", - "yarn.nodemanager.linux-container-executor.cgroups.mount-path": "/sparkrapids-cgroup", - "yarn.nodemanager.resource-plugins": "yarn.io/gpu", - "yarn.nodemanager.resource-plugins.gpu.allowed-gpu-devices": "auto", - "yarn.nodemanager.resource-plugins.gpu.path-to-discovery-executables": "/usr/bin", - "yarn.resource-types": "yarn.io/gpu" - } - }, - { - "Classification": "container-executor", - "Configurations": [ - { - "Classification": "gpu", - "Properties": { - "module.enabled": "true" - } - }, - { - "Classification": "cgroups", - "Properties": { - "root": "/spark-rapids-cgroup", - "yarn-hierarchy": "yarn" - } - } - ], - "Properties": {} - }, - { - "Classification": "spark-defaults", - "Properties": { - "spark.driver.maxResultSize": "0", - "spark.dynamicAllocation.enabled": "true", - "spark.executor.extraLibraryPath": "/usr/local/cuda/targets/x86_64-linux/lib:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/compat/lib:/usr/local/cuda/lib:/usr/local/cuda/lib64:/usr/lib/hadoop/lib/native:/usr/lib/hadoop-lzo/lib/native:/docker/usr/lib/hadoop/lib/native:/docker/usr/lib/hadoop-lzo/lib/native", - "spark.executor.resource.gpu.discoveryScript": "/usr/lib/spark/scripts/gpu/getGpusResources.sh", - "spark.executorEnv.SPARK_NLP_LICENSE": "XXXXXXX", - "spark.jsl.settings.aws.credentials.access_key_id": "XXXXXXXXX", - "spark.jsl.settings.aws.credentials.secret_access_key": "XXXXXXXXX", - "spark.jsl.settings.aws.region": "us-east-1", - "spark.jsl.settings.pretrained.credentials.access_key_id": "XXXXXXXX", - "spark.jsl.settings.pretrained.credentials.secret_access_key": "XXXXXXXXXX", - "spark.jsl.settings.storage.cluster_tmp_dir": "hdfs:///tmp", - "spark.kryoserializer.buffer.max": "2000M", - "spark.plugins": "com.nvidia.spark.SQLPlugin", - "spark.pyspark.driver.python": "/usr/bin/python3.11", - "spark.pyspark.python": "/usr/bin/python3.11", - "spark.rpc.message.maxSize": "1024", - "spark.serializer": "org.apache.spark.serializer.KryoSerializer", - "spark.yarn.appMasterEnv.SPARK_NLP_LICENSE": "XXXXXXXXXXX", - "spark.yarn.preserve.staging.files": "true", - "spark.yarn.stagingDir": "hdfs:///tmp" - } - } -] -``` - **For python 3.11** To use python 3.11, you should specify the given block of config in your notebook's first shell. ``` From aefb845ffec371b25a0718f6e4532d4399393950 Mon Sep 17 00:00:00 2001 From: PitambarMahato <> Date: Sun, 2 Nov 2025 20:06:49 +0545 Subject: [PATCH 4/4] removed unnecessary files --- platforms/emr-airgapped/gpu-instance.png | Bin 124267 -> 0 bytes platforms/emr-airgapped/gpu.README.md | 0 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 platforms/emr-airgapped/gpu-instance.png delete mode 100644 platforms/emr-airgapped/gpu.README.md diff --git a/platforms/emr-airgapped/gpu-instance.png b/platforms/emr-airgapped/gpu-instance.png deleted file mode 100644 index 0197ff6f692e5cb744823a91e7a253539f07eafd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 124267 zcmeFZRajhIwl0i>Kp=_+ceelmf=h4@?j*sraHoI}+}$l$a4#GJ32q7Q72LhB!v4kA zU+>+$lkERooQreOJWo|ER?Rha%pvc1X9X)MNIpU*Ku178cqA<)ri_4apAG>5sRQjk za7PS7XBh$Ep|tty*Gkf_Uy~`>gG|h=j1dr|g5xz%HC1|XGjx>6@1cna%WTL$jm8v~ 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