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handling_kms_encrypted_data
xgboost_bring_your_own_model
introduction_to_amazon_algorithms Expand file tree Collapse file tree 4 files changed +62
-26
lines changed Original file line number Diff line number Diff line change 50
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"cell_type" : " code" ,
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"execution_count" : null ,
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"metadata" : {
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+ "collapsed" : true ,
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"isConfigCell" : true
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},
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"outputs" : [],
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" !conda install -y -c conda-forge scikit-learn"
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" s3 = boto3.client('s3')\n " ,
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"source" : [
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" containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest',\n " ,
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" 'us-east-1': '811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:latest',\n " ,
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- " 'us-east-2': '825641698319.dkr.ecr.us-east-1 .amazonaws.com/xgboost:latest',\n " ,
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- " 'eu-west-1': '685385470294.dkr.ecr.us-east -1.amazonaws.com/xgboost:latest'}\n " ,
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+ " 'us-east-2': '825641698319.dkr.ecr.us-east-2 .amazonaws.com/xgboost:latest',\n " ,
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+ " 'eu-west-1': '685385470294.dkr.ecr.eu-west -1.amazonaws.com/xgboost:latest'}\n " ,
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" container = containers[boto3.Session().region_name]"
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]
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},
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" from time import gmtime, strftime\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" #client.delete_endpoint(EndpointName=endpoint_name)"
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],
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"metadata" : {
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"kernelspec" : {
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- "display_name" : " Environment ( conda_python3) " ,
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+ "display_name" : " conda_python3" ,
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"language" : " python" ,
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"name" : " conda_python3"
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},
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"cell_type" : " code" ,
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"execution_count" : null ,
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"metadata" : {
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+ "collapsed" : true ,
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"isConfigCell" : true
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},
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"outputs" : [],
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" !conda install -y -c conda-forge xgboost"
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" !tar czvf model.tar.gz $model_file_name"
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"source" : [
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" containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest',\n " ,
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" 'us-east-1': '811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:latest',\n " ,
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- " 'us-east-2': '825641698319.dkr.ecr.us-east-1 .amazonaws.com/xgboost:latest',\n " ,
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- " 'eu-west-1': '685385470294.dkr.ecr.us-east -1.amazonaws.com/xgboost:latest'}\n " ,
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+ " 'us-east-2': '825641698319.dkr.ecr.us-east-2 .amazonaws.com/xgboost:latest',\n " ,
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+ " 'eu-west-1': '685385470294.dkr.ecr.eu-west -1.amazonaws.com/xgboost:latest'}\n " ,
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" container = containers[boto3.Session().region_name]"
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]
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},
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" from time import gmtime, strftime\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" %%time\n " ,
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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- "metadata" : {},
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+ "metadata" : {
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+ "collapsed" : true
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+ },
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"outputs" : [],
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"source" : [
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" floatArr = np.array(json.loads(result))\n " ,
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"source" : [
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" containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest',\n " ,
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" 'us-east-1': '811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:latest',\n " ,
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- " 'us-east-2': '825641698319.dkr.ecr.us-east-1 .amazonaws.com/xgboost:latest',\n " ,
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- " 'eu-west-1': '685385470294.dkr.ecr.us-east -1.amazonaws.com/xgboost:latest'}\n " ,
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+ " 'us-east-2': '825641698319.dkr.ecr.us-east-2 .amazonaws.com/xgboost:latest',\n " ,
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+ " 'eu-west-1': '685385470294.dkr.ecr.eu-west -1.amazonaws.com/xgboost:latest'}\n " ,
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" container = containers[boto3.Session().region_name]"
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]
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},
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"source" : [
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" containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest',\n " ,
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" 'us-east-1': '811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:latest',\n " ,
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- " 'us-east-2': '825641698319.dkr.ecr.us-east-1 .amazonaws.com/xgboost:latest',\n " ,
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- " 'eu-west-1': '685385470294.dkr.ecr.us-east -1.amazonaws.com/xgboost:latest'}\n " ,
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+ " 'us-east-2': '825641698319.dkr.ecr.us-east-2 .amazonaws.com/xgboost:latest',\n " ,
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+ " 'eu-west-1': '685385470294.dkr.ecr.eu-west -1.amazonaws.com/xgboost:latest'}\n " ,
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" container = containers[boto3.Session().region_name]"
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]
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},
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