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Fixed: role for change in ezcrc #120

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Fixed: role for change in ezcrc #120

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8 changes: 3 additions & 5 deletions advanced_functionality/data_distribution_types/data_distribution_types.ipynb
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Expand Up @@ -52,11 +52,9 @@
"prefix = 'sagemaker/data_distribution_types'\n",
"\n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
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Are we sure that boto3 and re aren't used anywhere else in the notebooks where we're removing this import?

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Went back and added it in cases where it was. Sorry, was making these changes fast and thought about that after the fact.

" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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5 changes: 3 additions & 2 deletions advanced_functionality/handling_kms_encrypted_data/handling_kms_encrypted_data.ipynb
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Expand Up @@ -65,8 +65,9 @@
"\n",
"region = boto3.Session().region_name\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"kms_key_id = '<your-kms-key-id>'\n",
"\n",
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8 changes: 3 additions & 5 deletions advanced_functionality/kmeans_bring_your_own_model/kmeans_bring_your_own_model.ipynb
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Expand Up @@ -53,11 +53,9 @@
"prefix = 'sagemaker/kmeans_byom'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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6 changes: 3 additions & 3 deletions advanced_functionality/parquet_to_recordio_protobuf/parquet_to_recordio_protobuf.ipynb
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Expand Up @@ -40,9 +40,9 @@
"import pandas as pd\n",
"import numpy as np\n",
"import time\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"bucket = '<S3 bucket>'\n",
"prefix = 'sagemaker/parquet'"
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9 changes: 4 additions & 5 deletions advanced_functionality/r_bring_your_own/r_bring_your_own.ipynb
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Expand Up @@ -54,11 +54,9 @@
"prefix = 'sagemaker/r_byo'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand All @@ -75,6 +73,7 @@
"outputs": [],
"source": [
"import time\n",
"import boto3\n",
"import json\n",
"import os\n",
"import pandas as pd\n",
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8 changes: 3 additions & 5 deletions advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
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Expand Up @@ -325,11 +325,9 @@
"prefix = 'scikit-byo-iris'\n",
"\n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"import os\n",
"import numpy as np\n",
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5 changes: 3 additions & 2 deletions advanced_functionality/xgboost_bring_your_own_model/xgboost_bring_your_own_model.ipynb
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Expand Up @@ -58,8 +58,9 @@
"\n",
"region = boto3.Session().region_name\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"bucket='<s3 bucket>' # put your s3 bucket name here, and create s3 bucket\n",
"prefix = 'sagemaker/xgboost-byo'\n",
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8 changes: 3 additions & 5 deletions ...tion_to_amazon_algorithms/factorization_machines_mnist/factorization_machines_mnist.ipynb
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Expand Up @@ -64,11 +64,9 @@
"prefix = 'sagemaker/fm-mnist'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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7 changes: 3 additions & 4 deletions ..._to_amazon_algorithms/imageclassification_caltech/Image-classification-fulltraining.ipynb
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Expand Up @@ -53,10 +53,9 @@
"source": [
"%%time\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"bucket='<<bucket-name>>' # customize to your bucket\n",
"containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/image-classification:latest',\n",
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7 changes: 3 additions & 4 deletions ...mazon_algorithms/imageclassification_caltech/Image-classification-transfer-learning.ipynb
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Expand Up @@ -52,10 +52,9 @@
"source": [
"%%time\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
"\n",
"bucket='<<bucket-name>>' # customize to your bucket\n",
"\n",
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6 changes: 3 additions & 3 deletions introduction_to_amazon_algorithms/lda_topic_modeling/LDA-Introduction.ipynb
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Expand Up @@ -122,9 +122,9 @@
"bucket = '<your_s3_bucket_name_here>'\n",
"prefix = 'sagemaker/lda_introduction'\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"print('Training input/output will be stored in {}/{}'.format(bucket, prefix))\n",
"print('\\nIAM Role: {}'.format(role))"
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8 changes: 3 additions & 5 deletions introduction_to_amazon_algorithms/linear_learner_mnist/linear_learner_mnist.ipynb
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Expand Up @@ -62,11 +62,9 @@
"prefix = 'sagemaker/linear-mnist'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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9 changes: 4 additions & 5 deletions introduction_to_amazon_algorithms/ntm_synthetic/ntm_synthetic.ipynb
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Expand Up @@ -65,11 +65,9 @@
"prefix = 'sagemaker/ntm_synthetic'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand All @@ -88,6 +86,7 @@
"import numpy as np\n",
"from generate_example_data import generate_griffiths_data, plot_topic_data\n",
"import io\n",
"import boto3\n",
"import os\n",
"import time\n",
"import json\n",
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8 changes: 3 additions & 5 deletions introduction_to_amazon_algorithms/pca_mnist/pca_mnist.ipynb
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Expand Up @@ -66,11 +66,9 @@
"prefix = 'sagemaker/pca-mnist'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
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nit: spacing

]
},
{
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8 changes: 3 additions & 5 deletions ...n_algorithms/seq2seq_translation_en-de/SageMaker-Seq2Seq-Translation-English-German.ipynb
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Expand Up @@ -60,11 +60,9 @@
"outputs": [],
"source": [
"import boto3\n",
"import re\n",
"\n",
"# Fetch IAM role\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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5 changes: 3 additions & 2 deletions introduction_to_amazon_algorithms/xgboost_abalone/xgboost_abalone.ipynb
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Expand Up @@ -55,8 +55,9 @@
"\n",
"region = boto3.Session().region_name\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"bucket='<bucket-name>' # put your s3 bucket name here, and create s3 bucket\n",
"prefix = 'sagemarker/xgboost-regression'\n",
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5 changes: 3 additions & 2 deletions introduction_to_amazon_algorithms/xgboost_mnist/xgboost_mnist.ipynb
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Expand Up @@ -66,8 +66,9 @@
"\n",
"region = boto3.Session().region_name\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"bucket='<bucket-name>' # put your s3 bucket name here, and create s3 bucket\n",
"prefix = 'sagemarker/xgboost-multiclass-classification'\n",
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5 changes: 3 additions & 2 deletions ...oduction_to_applying_machine_learning/ensemble_modeling/EnsembleLearnerCensusIncome.ipynb
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Expand Up @@ -69,8 +69,9 @@
"import time\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"# Now let's define the S3 bucket we'll used for the remainder of this example.\n",
"\n",
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9 changes: 4 additions & 5 deletions ...o_applying_machine_learning/linear_time_series_forecast/linear_time_series_forecast.ipynb
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Expand Up @@ -59,11 +59,9 @@
"prefix = 'sagemaker/linear_time_series_forecast'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
" \n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand All @@ -90,6 +88,7 @@
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import boto3\n",
"import io\n",
"import os\n",
"import time\n",
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9 changes: 4 additions & 5 deletions ...oduction_to_applying_machine_learning/xgboost_customer_churn/xgboost_customer_churn.ipynb
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Expand Up @@ -57,11 +57,9 @@
"prefix = 'sagemaker/xgboost_churn'\n",
"\n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand All @@ -82,6 +80,7 @@
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import boto3",
"import io\n",
"import os\n",
"import sys\n",
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9 changes: 4 additions & 5 deletions ...plying_machine_learning/xgboost_direct_marketing/xgboost_direct_marketing_sagemaker.ipynb
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Expand Up @@ -61,11 +61,9 @@
"prefix = 'sagemaker/xgboost-dm'\n",
" \n",
"# Define IAM role\n",
"import boto3\n",
"import re\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand All @@ -81,6 +79,7 @@
"metadata": {},
"outputs": [],
"source": [
"import boto3\n",
"import numpy as np # For matrix operations and numerical processing\n",
"import pandas as pd # For munging tabular data\n",
"import matplotlib.pyplot as plt # For charts and visualizations\n",
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6 changes: 3 additions & 3 deletions scientific_details_of_algorithms/lda_topic_modeling/LDA-Science.ipynb
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Expand Up @@ -102,9 +102,9 @@
"bucket = '<your_s3_bucket_name_here>'\n",
"prefix = 'sagemaker/lda_science'\n",
"\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)\n",
"\n",
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n",
"\n",
"print('Training input/output will be stored in {}/{}'.format(bucket, prefix))\n",
"print('\\nIAM Role: {}'.format(role))"
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5 changes: 3 additions & 2 deletions under_development/mxnet_mnist_byom/mxnet_mnist.ipynb
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Expand Up @@ -66,8 +66,9 @@
"outputs": [],
"source": [
"import boto3, re\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
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6 changes: 3 additions & 3 deletions under_development/tensorflow_iris_byom/tensorflow_BYOM_iris.ipynb
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Expand Up @@ -47,9 +47,9 @@
},
"outputs": [],
"source": [
"import boto3, re\n",
"assumed_role = boto3.client('sts').get_caller_identity()['Arn']\n",
"role = re.sub(r'^(.+)sts::(\\d+):assumed-role/(.+?)/.*$', r'\\1iam::\\2:role/\\3', assumed_role)"
"from sagemaker import get_execution_role\n",
"\n",
"role = get_execution_role()\n"
]
},
{
Expand Down