Initial commit as of 8/31
This commit is contained in:
jayamathew
Родитель
bcf5df2f4d
Коммит
baa41b551c
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@ -0,0 +1,466 @@
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{
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"cells": [
|
||||
{
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||||
"cell_type": "markdown",
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||||
"metadata": {},
|
||||
"source": [
|
||||
"# Do the pre-req setup\n",
|
||||
"https://github.com/Azure/ViennaDocs/blob/master/PrivatePreview/notebooks/00.configuration.ipynb"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"\u001b[33mThe behavior of this command has been altered by the following extension: azure-ml-admin-cli\u001b[0m\n",
|
||||
"\u001b[33mNote, we have launched a browser for you to login. For old experience with device code, use \"az login --use-device-code\"\u001b[0m\n",
|
||||
"\u001b[33mYou have logged in. Now let us find all the subscriptions to which you have access...\u001b[0m\n",
|
||||
"\u001b[33mFailed to authenticate '{'additional_properties': {}, 'id': '/tenants/4f04fe57-837f-4b9d-9767-b066e63799b9', 'tenant_id': '4f04fe57-837f-4b9d-9767-b066e63799b9'}' due to error 'Get Token request returned http error: 400 and server response: {\"error\":\"interaction_required\",\"error_description\":\"AADSTS53003: Blocked by conditional access.\\r\\nTrace ID: b66b6ef7-8880-4995-b6cf-230977551c01\\r\\nCorrelation ID: 9b73e54e-9042-47b1-b399-3c27f0b1afe5\\r\\nTimestamp: 2018-08-31 17:52:17Z\",\"error_codes\":[53003],\"timestamp\":\"2018-08-31 17:52:17Z\",\"trace_id\":\"b66b6ef7-8880-4995-b6cf-230977551c01\",\"correlation_id\":\"9b73e54e-9042-47b1-b399-3c27f0b1afe5\",\"suberror\":\"message_only\"}'\u001b[0m\n",
|
||||
"[\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"0ca618d2-22a8-413a-96d0-0f1b531129c3\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Boston DS Dev\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"edf507a2-6235-46c5-b560-fd463ba2e771\",\n",
|
||||
" \"isDefault\": true,\n",
|
||||
" \"name\": \"Team Danielle Internal\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"ff18d7a8-962a-406c-858f-49acd23d6c01\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Team Ilan\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"a8183b2d-7a4c-45e9-8736-dac11b84ff14\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Azure Stack Diagnostics CI and Production VaaS\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"54e18c35-3863-4a17-8e52-b5aa1e65847e\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Core-ES-BLD\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"dae41bd3-9db4-4b9b-943e-832b57cac828\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Cosmos_WDG_Core_BnB_100348\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"3bcfa59c-82a0-44f9-ac08-b3479370bace\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Solution Template Testing\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"cloudName\": \"AzureCloud\",\n",
|
||||
" \"id\": \"bc4170f0-cc6e-49d2-ba65-bc00a7a4df6b\",\n",
|
||||
" \"isDefault\": false,\n",
|
||||
" \"name\": \"Boston Engineering\",\n",
|
||||
" \"state\": \"Enabled\",\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\n",
|
||||
" \"user\": {\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\n",
|
||||
" \"type\": \"user\"\n",
|
||||
" }\n",
|
||||
" }\n",
|
||||
"]\n",
|
||||
"\u001b[0m"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"#Connect to your Azure Subscription\n",
|
||||
"!az login"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"{\r\n",
|
||||
" \"environmentName\": \"AzureCloud\",\r\n",
|
||||
" \"id\": \"edf507a2-6235-46c5-b560-fd463ba2e771\",\r\n",
|
||||
" \"isDefault\": true,\r\n",
|
||||
" \"name\": \"Team Danielle Internal\",\r\n",
|
||||
" \"state\": \"Enabled\",\r\n",
|
||||
" \"tenantId\": \"72f988bf-86f1-41af-91ab-2d7cd011db47\",\r\n",
|
||||
" \"user\": {\r\n",
|
||||
" \"name\": \"jaymathe@microsoft.com\",\r\n",
|
||||
" \"type\": \"user\"\r\n",
|
||||
" }\r\n",
|
||||
"}\r\n",
|
||||
"\u001b[0m"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"!az account show"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"\u001b[33mRegistering is still on-going. You can monitor using 'az provider show -n Microsoft.MachineLearningServices'\u001b[0m\n",
|
||||
"\u001b[0m{\n",
|
||||
" \"authorization\": {\n",
|
||||
" \"applicationId\": \"0736f41a-0425-4b46-bdb5-1563eff02385\",\n",
|
||||
" \"managedByRoleDefinitionId\": \"91d00862-cf55-46a5-9dce-260bbd92ce25\",\n",
|
||||
" \"roleDefinitionId\": \"376aa7d7-51a9-463d-bd4d-7e1691345612\"\n",
|
||||
" },\n",
|
||||
" \"id\": \"/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/providers/Microsoft.MachineLearningServices\",\n",
|
||||
" \"namespace\": \"Microsoft.MachineLearningServices\",\n",
|
||||
" \"registrationState\": \"Registered\",\n",
|
||||
" \"resourceTypes\": [\n",
|
||||
" {\n",
|
||||
" \"aliases\": null,\n",
|
||||
" \"apiVersions\": [\n",
|
||||
" \"2018-03-01-preview\"\n",
|
||||
" ],\n",
|
||||
" \"locations\": [\n",
|
||||
" \"East US 2\",\n",
|
||||
" \"East US 2 EUAP\"\n",
|
||||
" ],\n",
|
||||
" \"properties\": null,\n",
|
||||
" \"resourceType\": \"operations\"\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"aliases\": null,\n",
|
||||
" \"apiVersions\": [\n",
|
||||
" \"2018-03-01-preview\"\n",
|
||||
" ],\n",
|
||||
" \"capabilities\": \"CrossResourceGroupResourceMove, CrossSubscriptionResourceMove, SystemAssignedResourceIdentity\",\n",
|
||||
" \"defaultApiVersion\": \"2018-03-01-preview\",\n",
|
||||
" \"locations\": [\n",
|
||||
" \"East US 2 EUAP\",\n",
|
||||
" \"East US\",\n",
|
||||
" \"Australia East\",\n",
|
||||
" \"East US 2\",\n",
|
||||
" \"West US 2\",\n",
|
||||
" \"West Central US\",\n",
|
||||
" \"Southeast Asia\",\n",
|
||||
" \"West Europe\",\n",
|
||||
" \"South Central US\"\n",
|
||||
" ],\n",
|
||||
" \"properties\": null,\n",
|
||||
" \"resourceType\": \"workspaces\"\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"aliases\": null,\n",
|
||||
" \"apiVersions\": [\n",
|
||||
" \"2018-03-01-preview\"\n",
|
||||
" ],\n",
|
||||
" \"locations\": [\n",
|
||||
" \"East US 2 EUAP\",\n",
|
||||
" \"East US\",\n",
|
||||
" \"Australia East\",\n",
|
||||
" \"East US 2\",\n",
|
||||
" \"West US 2\",\n",
|
||||
" \"West Central US\",\n",
|
||||
" \"Southeast Asia\",\n",
|
||||
" \"West Europe\",\n",
|
||||
" \"South Central US\"\n",
|
||||
" ],\n",
|
||||
" \"properties\": null,\n",
|
||||
" \"resourceType\": \"workspaces/computes\"\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"aliases\": null,\n",
|
||||
" \"apiVersions\": [\n",
|
||||
" \"2018-03-01-preview\"\n",
|
||||
" ],\n",
|
||||
" \"locations\": [\n",
|
||||
" \"East US 2 EUAP\",\n",
|
||||
" \"East US 2\"\n",
|
||||
" ],\n",
|
||||
" \"properties\": null,\n",
|
||||
" \"resourceType\": \"locations\"\n",
|
||||
" },\n",
|
||||
" {\n",
|
||||
" \"aliases\": null,\n",
|
||||
" \"apiVersions\": [\n",
|
||||
" \"2018-03-01-preview\"\n",
|
||||
" ],\n",
|
||||
" \"locations\": [\n",
|
||||
" \"East US 2 EUAP\",\n",
|
||||
" \"East US\",\n",
|
||||
" \"Australia East\",\n",
|
||||
" \"East US 2\",\n",
|
||||
" \"West US 2\",\n",
|
||||
" \"West Central US\",\n",
|
||||
" \"Southeast Asia\",\n",
|
||||
" \"West Europe\",\n",
|
||||
" \"South Central US\"\n",
|
||||
" ],\n",
|
||||
" \"properties\": null,\n",
|
||||
" \"resourceType\": \"locations/computeOperationsStatus\"\n",
|
||||
" }\n",
|
||||
" ]\n",
|
||||
"}\n",
|
||||
"\u001b[0m"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# register the new RP\n",
|
||||
"!az provider register -n Microsoft.MachineLearningServices\n",
|
||||
"\n",
|
||||
"# check the registration status\n",
|
||||
"!az provider show -n Microsoft.MachineLearningServices"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"SDK Version: 0.1.4\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import azureml.core\n",
|
||||
"\n",
|
||||
"print(\"SDK Version:\", azureml.core.VERSION)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"#Initialize an Azure ML Workspace\n",
|
||||
"subscription_id = \"edf507a2-6235-46c5-b560-fd463ba2e771\"\n",
|
||||
"resource_group = \"jayavienna\"\n",
|
||||
"workspace_name = \"jayavienna\"\n",
|
||||
"workspace_region = \"eastus2\" # or eastus2euap"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"{'id': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourceGroups/jayavienna/providers/Microsoft.MachineLearningServices/workspaces/jayavienna',\n",
|
||||
" 'name': 'jayavienna',\n",
|
||||
" 'location': 'eastus2',\n",
|
||||
" 'type': 'Microsoft.MachineLearningServices/workspaces',\n",
|
||||
" 'description': '',\n",
|
||||
" 'friendlyName': 'jayavienna',\n",
|
||||
" 'containerRegistry': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.containerregistry/registries/jayavienacrzhqxfpoo',\n",
|
||||
" 'keyVault': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.keyvault/vaults/jayavienkeyvaultffjnhcad',\n",
|
||||
" 'applicationInsights': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.insights/components/jayavieninsightsjjxuauup',\n",
|
||||
" 'batchaiWorkspace': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.batchai/workspaces/jayavienbatchai_rlifpbub',\n",
|
||||
" 'identityPrincipalId': '4f27819f-a74d-4dd5-b8a0-a3f4ca3da1e8',\n",
|
||||
" 'identityTenantId': '72f988bf-86f1-41af-91ab-2d7cd011db47',\n",
|
||||
" 'identityType': 'SystemAssigned',\n",
|
||||
" 'storageAccount': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.storage/storageaccounts/jayavienstoragesiexgjip'}"
|
||||
]
|
||||
},
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# import the Workspace class and check the azureml SDK version\n",
|
||||
"from azureml.core import Workspace\n",
|
||||
"\n",
|
||||
"ws = Workspace.create(name = workspace_name,\n",
|
||||
" subscription_id = subscription_id,\n",
|
||||
" resource_group = resource_group, \n",
|
||||
" location = workspace_region)\n",
|
||||
"ws.get_details()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Wrote the config file config.json to: /home/jayaubuntudsvm/Desktop/AKSDeploymentTutorial/Keras_Tensorflow/aml_config/config.json\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"ws = Workspace(workspace_name = workspace_name,\n",
|
||||
" subscription_id = subscription_id,\n",
|
||||
" resource_group = resource_group)\n",
|
||||
"\n",
|
||||
"# persist the subscription id, resource group name, and workspace name in aml_config/config.json.\n",
|
||||
"ws.write_config()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 8,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Found the config file in: /home/jayaubuntudsvm/Desktop/AKSDeploymentTutorial/Keras_Tensorflow/aml_config/config.json\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"{'id': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourceGroups/jayavienna/providers/Microsoft.MachineLearningServices/workspaces/jayavienna',\n",
|
||||
" 'name': 'jayavienna',\n",
|
||||
" 'location': 'eastus2',\n",
|
||||
" 'type': 'Microsoft.MachineLearningServices/workspaces',\n",
|
||||
" 'description': '',\n",
|
||||
" 'friendlyName': 'jayavienna',\n",
|
||||
" 'containerRegistry': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.containerregistry/registries/jayavienacrzhqxfpoo',\n",
|
||||
" 'keyVault': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.keyvault/vaults/jayavienkeyvaultffjnhcad',\n",
|
||||
" 'applicationInsights': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.insights/components/jayavieninsightsjjxuauup',\n",
|
||||
" 'batchaiWorkspace': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.batchai/workspaces/jayavienbatchai_rlifpbub',\n",
|
||||
" 'identityPrincipalId': '4f27819f-a74d-4dd5-b8a0-a3f4ca3da1e8',\n",
|
||||
" 'identityTenantId': '72f988bf-86f1-41af-91ab-2d7cd011db47',\n",
|
||||
" 'identityType': 'SystemAssigned',\n",
|
||||
" 'storageAccount': '/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourcegroups/jayavienna/providers/microsoft.storage/storageaccounts/jayavienstoragesiexgjip'}"
|
||||
]
|
||||
},
|
||||
"execution_count": 8,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# load workspace configuratio from ./aml_config/config.json file.ß\n",
|
||||
"my_workspace = Workspace.from_config()\n",
|
||||
"my_workspace.get_details()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 9,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Sample projects will be created in ./sample_projects.\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import os\n",
|
||||
"\n",
|
||||
"sample_projects_folder = './sample_projects'\n",
|
||||
"\n",
|
||||
"if not os.path.isdir(sample_projects_folder):\n",
|
||||
" os.mkdir(sample_projects_folder)\n",
|
||||
" \n",
|
||||
"print('Sample projects will be created in {}.'.format(sample_projects_folder))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python [conda env:myenv]",
|
||||
"language": "python",
|
||||
"name": "conda-env-myenv-py"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.6.6"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
|
|
@ -0,0 +1,900 @@
|
|||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"SDK version: 0.1.4\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# Check core SDK version number\n",
|
||||
"import azureml.core\n",
|
||||
"\n",
|
||||
"print(\"SDK version:\", azureml.core.VERSION)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Found the config file in: /home/jayaubuntudsvm/Desktop/AKSDeploymentTutorial/Keras_Tensorflow/aml_config/config.json\n",
|
||||
"jayavienna\n",
|
||||
"jayavienna\n",
|
||||
"eastus2\n",
|
||||
"edf507a2-6235-46c5-b560-fd463ba2e771\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from azureml.core.workspace import Workspace\n",
|
||||
"\n",
|
||||
"ws = Workspace.from_config()\n",
|
||||
"print(ws.name, ws.resource_group, ws.location, ws.subscription_id, sep = '\\n')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# choose a name for the run history container in the workspace\n",
|
||||
"run_history_name = 'train-on-local'\n",
|
||||
"\n",
|
||||
"# project folder\n",
|
||||
"project_folder = './sample_projects/train-on-local'"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"/home/jayaubuntudsvm/Desktop/AKSDeploymentTutorial/Keras_Tensorflow/sample_projects/train-on-local\n",
|
||||
"train-on-local\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import os\n",
|
||||
"from azureml.core import Project\n",
|
||||
"\n",
|
||||
"project = Project.attach(workspace_object = ws,\n",
|
||||
" history_name = run_history_name,\n",
|
||||
" directory = project_folder)\n",
|
||||
"\n",
|
||||
"print(project.project_directory, project.history.name, sep = '\\n')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Overwriting ./sample_projects/train-on-local/train.py\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"%%writefile $project_folder/train.py\n",
|
||||
"\n",
|
||||
"#Develop the model\n",
|
||||
"import tensorflow as tf\n",
|
||||
"import keras\n",
|
||||
"from resnet152 import ResNet152\n",
|
||||
"from keras.preprocessing import image\n",
|
||||
"from keras.applications.imagenet_utils import preprocess_input, decode_predictions\n",
|
||||
"import numpy as np\n",
|
||||
"from PIL import Image\n",
|
||||
"import wget\n",
|
||||
"\n",
|
||||
"model = ResNet152(weights='imagenet')\n",
|
||||
"\n",
|
||||
"#model.summary( )\n",
|
||||
"\n",
|
||||
"wget.download('https://upload.wikimedia.org/wikipedia/commons/thumb/6/68/Lynx_lynx_poing.jpg/220px-Lynx_lynx_poing.jpg')\n",
|
||||
"\n",
|
||||
"img_path = '220px-Lynx_lynx_poing.jpg'\n",
|
||||
"#print(Image.open(img_path).size)\n",
|
||||
"Image.open(img_path)\n",
|
||||
"\n",
|
||||
"img = image.load_img(img_path, target_size=(224, 224))\n",
|
||||
"img = image.img_to_array(img)\n",
|
||||
"img = np.expand_dims(img, axis=0)\n",
|
||||
"img = preprocess_input(img)\n",
|
||||
"\n",
|
||||
"preds = model.predict(img)\n",
|
||||
"print('Predicted:', decode_predictions(preds, top=3))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"#User-managed runs\n",
|
||||
"\n",
|
||||
"from azureml.core.runconfig import RunConfiguration\n",
|
||||
"\n",
|
||||
"# Editing a run configuration property on-fly.\n",
|
||||
"run_config = RunConfiguration.load(project_object = project, run_config_name = \"local\")\n",
|
||||
"\n",
|
||||
"run_config.environment.python.user_managed_dependencies = True\n",
|
||||
"run_config.prepare_environment = True\n",
|
||||
"\n",
|
||||
"# You can choose a specific Python environment by pointing to a Python path \n",
|
||||
"#run_config.environment.python.interpreter_path = '/home/ninghai/miniconda3/envs/sdk2/bin/python'"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"RunId: train-on-local_1535737983\n",
|
||||
"\n",
|
||||
"Streaming azureml-logs/60_control_log.txt\n",
|
||||
"=========================================\n",
|
||||
"\n",
|
||||
"Uploading experiment status to history service.\n",
|
||||
"Running: ['python', 'azureml-setup/run_script.py', 'python', 'azureml-setup/context_manager_injector.py', '-i', 'ProjectPythonPath:context_managers.ProjectPythonPath', '-i', 'OutputCollection:context_managers.RunHistory', 'train.py']\n",
|
||||
"Logging experiment running status in history service.\n",
|
||||
"Adding run profile attachment azureml-logs/60_control_log.txt\n",
|
||||
"Uploading experiment status to history service.\n",
|
||||
"Adding run profile attachment azureml-logs/80_driver_log.txt\n",
|
||||
"\n",
|
||||
"Streaming azureml-logs/80_driver_log.txt\n",
|
||||
"========================================\n",
|
||||
"\n",
|
||||
"Using TensorFlow backend.\n",
|
||||
"2018-08-31 17:53:05.917574: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA\n",
|
||||
"2018-08-31 17:53:06.049282: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1392] Found device 0 with properties: \n",
|
||||
"name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235\n",
|
||||
"pciBusID: 6f0b:00:00.0\n",
|
||||
"totalMemory: 11.17GiB freeMemory: 11.10GiB\n",
|
||||
"2018-08-31 17:53:06.049323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1471] Adding visible gpu devices: 0\n",
|
||||
"2018-08-31 17:53:06.303774: I tensorflow/core/common_runtime/gpu/gpu_device.cc:952] Device interconnect StreamExecutor with strength 1 edge matrix:\n",
|
||||
"2018-08-31 17:53:06.303817: I tensorflow/core/common_runtime/gpu/gpu_device.cc:958] 0 \n",
|
||||
"2018-08-31 17:53:06.303826: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0: N \n",
|
||||
"2018-08-31 17:53:06.304072: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1084] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10760 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 6f0b:00:00.0, compute capability: 3.7)\n",
|
||||
"Predicted: [[('n02127052', 'lynx', 0.9959085), ('n02128385', 'leopard', 0.0011504436), ('n02123159', 'tiger_cat', 0.0009417995)]]\n",
|
||||
"The experiment completed successfully. Starting post-processing steps.\n",
|
||||
"\n",
|
||||
"Execution Summary\n",
|
||||
"=================\n",
|
||||
"RunId: train-on-local_1535737983\n",
|
||||
"\n",
|
||||
"CPU times: user 955 ms, sys: 71.8 ms, total: 1.03 s\n",
|
||||
"Wall time: 39.7 s\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"%%time \n",
|
||||
"from azureml.core.run import Run\n",
|
||||
"\n",
|
||||
"run = Run.submit(project_object = project,\n",
|
||||
" run_config = run_config,\n",
|
||||
" script_to_run = 'train.py')\n",
|
||||
"\n",
|
||||
"# Shows output of the run on stdout.\n",
|
||||
"run.wait_for_completion(show_output = True)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 9,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"https://mlworkspace.azureml-test.net/portal/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourceGroups/jayavienna/providers/Microsoft.MachineLearningServices/workspaces/jayavienna/history/train-on-local/runs/train-on-local_1535737983\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# make sure you have helpers.py in the current folder\n",
|
||||
"import helpers\n",
|
||||
"print(helpers.get_run_history_url(run))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 10,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"'aml_config/conda_dependencies.yml'"
|
||||
]
|
||||
},
|
||||
"execution_count": 10,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# System managed runs\n",
|
||||
"\n",
|
||||
"from azureml.core.conda_dependencies import CondaDependencies\n",
|
||||
"\n",
|
||||
"# Editing a run configuration property on-fly.\n",
|
||||
"run_config = RunConfiguration.load(project_object = project, run_config_name = \"local\")\n",
|
||||
"\n",
|
||||
"# Use a new conda environment that is to be created from the conda_dependencies.yml file\n",
|
||||
"run_config.environment.python.user_managed_dependencies = False\n",
|
||||
"\n",
|
||||
"# Automatically create the conda environment before the run\n",
|
||||
"run_config.prepare_environment = True\n",
|
||||
"\n",
|
||||
"# add scikit-learn to the conda_dependencies.yml file\n",
|
||||
"cd = CondaDependencies()\n",
|
||||
"cd.add_conda_package('scikit-learn')\n",
|
||||
"cd.save_to_file(project_dir = project_folder, conda_file_path = run_config.environment.python.conda_dependencies_file)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 11,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Submitting an experiment.\n",
|
||||
"RunId: train-on-local_1535738630\n",
|
||||
"\n",
|
||||
"Streaming azureml-logs/60_control_log.txt\n",
|
||||
"=========================================\n",
|
||||
"\n",
|
||||
"Uploading experiment status to history service.\n",
|
||||
"Adding run profile attachment azureml-logs/60_control_log.txt\n",
|
||||
"Running ['conda', '--version']\n",
|
||||
"Creating Conda environment...\n",
|
||||
"Logging experiment preparation status in history service.\n",
|
||||
"Solving environment: ...working... done\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"==> WARNING: A newer version of conda exists. <==\n",
|
||||
" current version: 4.5.5\n",
|
||||
" latest version: 4.5.11\n",
|
||||
"\n",
|
||||
"Please update conda by running\n",
|
||||
"\n",
|
||||
" $ conda update -n base -c defaults conda\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"Downloading and Extracting Packages\n",
|
||||
"ipywidgets-7.4.0 | 150 KB | ########## | 100% \n",
|
||||
"nb_conda-2.2.0 | 33 KB | ########## | 100% \n",
|
||||
"widgetsnbextension-3 | 1.7 MB | ########## | 100% \n",
|
||||
"tornado-4.5.3 | 617 KB | ########## | 100% \n",
|
||||
"chardet-3.0.4 | 189 KB | ########## | 100% \n",
|
||||
"nb_anacondacloud-1.4 | 27 KB | ########## | 100% \n",
|
||||
"python-3.6.2 | 27.0 MB | ########## | 100% \n",
|
||||
"clyent-1.2.2 | 18 KB | ########## | 100% \n",
|
||||
"pytz-2018.5 | 232 KB | ########## | 100% \n",
|
||||
"_nb_ext_conf-0.4.0 | 3 KB | ########## | 100% \n",
|
||||
"anaconda-client-1.7. | 136 KB | ########## | 100% \n",
|
||||
"pysocks-1.6.8 | 22 KB | ########## | 100% \n",
|
||||
"urllib3-1.23 | 152 KB | ########## | 100% \n",
|
||||
"pyyaml-3.13 | 178 KB | ########## | 100% \n",
|
||||
"requests-2.19.1 | 96 KB | ########## | 100% \n",
|
||||
"ncurses-6.0 | 920 KB | ########## | 100% \n",
|
||||
"nbpresent-3.0.2 | 1.3 MB | ########## | 100% \n",
|
||||
"testpath-0.3.1 | 89 KB | ########## | 100% \n",
|
||||
"Preparing transaction: ...working... done\n",
|
||||
"Verifying transaction: ...working... done\n",
|
||||
"Executing transaction: ...working... + /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/bin/jupyter-nbextension enable nbpresent --py --sys-prefix\n",
|
||||
"Enabling notebook extension nbpresent/js/nbpresent.min...\n",
|
||||
" - Validating: \u001b[32mOK\u001b[0m\n",
|
||||
"+ /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/bin/jupyter-serverextension enable nbpresent --py --sys-prefix\n",
|
||||
"Enabling: nbpresent\n",
|
||||
"- Writing config: /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/etc/jupyter\n",
|
||||
" - Validating...\n",
|
||||
" nbpresent 3.0.2 \u001b[32mOK\u001b[0m\n",
|
||||
"\n",
|
||||
"+ /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/bin/python -m nb_conda_kernels.install --enable --prefix=/home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d\n",
|
||||
"Enabling nb_conda_kernels...\n",
|
||||
"Enabled nb_conda_kernels\n",
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"\n",
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"done\n",
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"Looking in indexes: https://azuremlsdktestpypi.azureedge.net/sdk-release/Preview/E7501C02541B433786111FE8E140CAA1, https://pypi.python.org/simple\n",
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"Collecting azureml-defaults==0.1.4 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Downloading https://azuremlsdktestpypi.blob.core.windows.net/repo/sdk-release/Preview/E7501C02541B433786111FE8E140CAA1/azureml_defaults-0.1.4-py2.py3-none-any.whl?sv=2017-04-17&sr=b&sig=tFylh97HT%2BKHVX8CnS7eU9Yq9izl6ecq6%2FFMiiy3Jv8%3D&st=2018-08-17T19%3A28%3A41Z&se=2019-08-17T19%3A28%3A41Z&sp=rl\n",
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"Collecting papermill==0.14.1 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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" Using cached https://files.pythonhosted.org/packages/df/84/e7d7b5ad7f8545df04762fbbbb30e404a21e2f53235fec31a393b75f3879/papermill-0.14.1-py2.py3-none-any.whl\n",
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"Collecting python-dotenv==0.9.0 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 5))\n",
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" Using cached https://files.pythonhosted.org/packages/b0/7e/00daf9870818a31fca9027635dad73a87be892616bb4a108e32cade8738c/python_dotenv-0.9.0-py2.py3-none-any.whl\n",
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"Collecting Pillow==5.2.0 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 6))\n",
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" Using cached https://files.pythonhosted.org/packages/d1/24/f53ff6b61b3d728b90934bddb4f03f8ab584a7f49299bf3bde56e2952612/Pillow-5.2.0-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting wget==3.2 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 7))\n",
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"Collecting matplotlib==2.2.2 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8))\n",
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" Using cached https://files.pythonhosted.org/packages/49/b8/89dbd27f2fb171ce753bb56220d4d4f6dbc5fe32b95d8edc4415782ef07f/matplotlib-2.2.2-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting aiohttp==3.3.2 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9))\n",
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" Using cached https://files.pythonhosted.org/packages/54/f9/8b47199ceae89a867edc45c43dc908384fd2e1ac22406b60d101d988752b/aiohttp-3.3.2-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting toolz==0.9.0 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 10))\n",
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"Collecting tqdm==4.23.4 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 11))\n",
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" Using cached https://files.pythonhosted.org/packages/93/24/6ab1df969db228aed36a648a8959d1027099ce45fad67532b9673d533318/tqdm-4.23.4-py2.py3-none-any.whl\n",
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"Collecting azure-cli==2.0.41 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/ec/f8/4e0928c8b64febd13b3cff2556a4b9deb90db90188cb88c6396a718fbf5d/azure_cli-2.0.41-py2.py3-none-any.whl\n",
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"Collecting tensorflow-gpu==1.9.0 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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" Using cached https://files.pythonhosted.org/packages/b7/0b/615ecfabf09d1ef516a59740f202e857163245cb4a7db43c30c7eebe91a8/tensorflow_gpu-1.9.0-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting keras==2.2.0 (from -r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 14))\n",
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" Using cached https://files.pythonhosted.org/packages/68/12/4cabc5c01451eb3b413d19ea151f36e33026fc0efb932bf51bcaf54acbf5/Keras-2.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azureml-core==0.1.4 (from azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://azuremlsdktestpypi.blob.core.windows.net/repo/sdk-release/Preview/E7501C02541B433786111FE8E140CAA1/azureml_core-0.1.4-py2.py3-none-any.whl?sv=2017-04-17&sr=b&sig=0%2B%2F7kV3%2B%2BUs3LtlT0i2z13pnnrhYYkWHIcU5mAYW2nI%3D&st=2018-08-17T19%3A28%3A41Z&se=2019-08-17T19%3A28%3A41Z&sp=rl\n",
|
||||
"Collecting applicationinsights>=0.11.0 (from azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/cc/2d/d4db42d661c8a2ebd25bbbff7513ba3604ce11c1e76f9543543de1754f44/applicationinsights-0.11.6-py2.py3-none-any.whl\n",
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"Requirement already satisfied: nbconvert in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (5.3.1)\n",
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||||
"Collecting ansiwrap (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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" Using cached https://files.pythonhosted.org/packages/e7/99/aa9e375148c9a03bc7d76eb60993eaf2a04fcaf804f3547c4ca6bdeaef28/ansiwrap-0.8.3-py2.py3-none-any.whl\n",
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"Requirement already satisfied: six in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (1.11.0)\n",
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||||
"Collecting pandas (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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" Using cached https://files.pythonhosted.org/packages/e1/d8/feeb346d41f181e83fba45224ab14a8d8af019b48af742e047f3845d8cff/pandas-0.23.4-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Requirement already satisfied: ipython>=5.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (6.5.0)\n",
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"Requirement already satisfied: nbformat in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (4.4.0)\n",
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"Requirement already satisfied: jupyter-client in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (5.2.3)\n",
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||||
"Collecting boto3 (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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" Using cached https://files.pythonhosted.org/packages/ff/18/ca92503c20875e9696962e899f6c1c7324b07f045cded385e0f8e8955fca/boto3-1.8.5-py2.py3-none-any.whl\n",
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"Requirement already satisfied: pyyaml in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (3.13)\n",
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"Collecting click (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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" Using cached https://files.pythonhosted.org/packages/34/c1/8806f99713ddb993c5366c362b2f908f18269f8d792aff1abfd700775a77/click-6.7-py2.py3-none-any.whl\n",
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"Requirement already satisfied: requests in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.19.1)\n",
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"Collecting future (from papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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||||
"Collecting numpy>=1.7.1 (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8))\n",
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" Downloading https://files.pythonhosted.org/packages/fe/94/7049fed8373c52839c8cde619acaf2c9b83082b935e5aa8c0fa27a4a8bcc/numpy-1.15.1-cp36-cp36m-manylinux1_x86_64.whl (13.9MB)\n",
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"Collecting kiwisolver>=1.0.1 (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8))\n",
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" Using cached https://files.pythonhosted.org/packages/69/a7/88719d132b18300b4369fbffa741841cfd36d1e637e1990f27929945b538/kiwisolver-1.0.1-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Requirement already satisfied: pytz in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8)) (2018.5)\n",
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"Requirement already satisfied: python-dateutil>=2.1 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8)) (2.7.3)\n",
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||||
"Collecting pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8))\n",
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" Using cached https://files.pythonhosted.org/packages/6a/8a/718fd7d3458f9fab8e67186b00abdd345b639976bc7fb3ae722e1b026a50/pyparsing-2.2.0-py2.py3-none-any.whl\n",
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"Collecting cycler>=0.10 (from matplotlib==2.2.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 8))\n",
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" Using cached https://files.pythonhosted.org/packages/f7/d2/e07d3ebb2bd7af696440ce7e754c59dd546ffe1bbe732c8ab68b9c834e61/cycler-0.10.0-py2.py3-none-any.whl\n",
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"Collecting yarl<2.0,>=1.0 (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9))\n",
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" Using cached https://files.pythonhosted.org/packages/61/67/df71b367680e06bb4127e3df6189826d4b9daebf83c3bd5b9341c99ef528/yarl-1.2.6-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting idna-ssl>=1.0 (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9))\n",
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||||
"Collecting multidict<5.0,>=4.0 (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9))\n",
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" Using cached https://files.pythonhosted.org/packages/cc/30/508a22a28dfb50cf9079cd9d0cf9b0d7dbae5afdf9823977351cbd548897/multidict-4.3.1-cp36-cp36m-manylinux1_x86_64.whl\n",
|
||||
"Collecting async-timeout<4.0,>=3.0 (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9))\n",
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" Using cached https://files.pythonhosted.org/packages/96/0f/e6357458c87fb4ed8f3df215773f3caad40968f10e05552cbd8bd28415e4/async_timeout-3.0.0-py3-none-any.whl\n",
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"Requirement already satisfied: chardet<4.0,>=2.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9)) (3.0.4)\n",
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"Requirement already satisfied: attrs>=17.3.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from aiohttp==3.3.2->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 9)) (18.1.0)\n",
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||||
"Collecting azure-cli-network (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/d5/fb/efa15609bb5167460eac4795e5494709315ce70556ced164cbbce5ae2447/azure_cli_network-2.2.4-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-core (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/9d/f5/169365ce6f81da0bd6ee64f38bd1978e5876f0cb4ec5d6eb632b4b011e1f/azure_cli_core-2.0.45-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-lab (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/5a/20/65766a2b2a033453ae4fd9ac6ac0b02a9fd94a4ace948aad1c3643abc7d1/azure_cli_lab-0.1.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-reservations (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/2d/5e/b4230ce63ca29ac0f15ffbf952aaaa23f9d4b8d1a8452df611d1bbf53fa5/azure_cli_reservations-0.3.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-cdn (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/80/20/02fd179a36abbcc056e17065d3d2314ae930de62468f5d63240fefabcb20/azure_cli_cdn-0.1.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-profile (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/f1/70/642eb54b3f33b90c47acdb777a5f9613ff7904abf15216cb4a164f586160/azure_cli_profile-2.1.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-monitor (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/22/6b/87a551ade5426062acdd1bd0e26507eeabfdd72010377f60f68b87fb8f63/azure_cli_monitor-0.2.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-appservice (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/99/74/2795803e8afe5e2ca676d3a786954865ca3b9a457eb2fdf359752d73854f/azure_cli_appservice-0.2.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-role (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/a1/66/570754583ca961c0edeb67b887a3bea5b4aea8732d53b602087d630673fe/azure_cli_role-2.1.4-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-iot (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/dd/f1/c84764c33f1f502beaa095ab8e5e2ec5edcdcfb616fba21ae21de4b822b1/azure_cli_iot-0.3.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-interactive (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/db/69/2971cfad02d2daabe8de71645e5afcd850048c0f0441901888d6a62e411e/azure_cli_interactive-0.3.28-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-dla (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/18/3a/5172215ec9228edfdaf0990ccb512a0cc1e1a5a34dd1cc873515257c5ef3/azure_cli_dla-0.2.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-advisor (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/5f/9f/55b345c3f8fe5fffc1bb34d08c6fc1def81e7a16c01761e6fe5e77dd742c/azure_cli_advisor-0.6.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-acr (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/53/0a/77a13e99f0b3a463f879f11a2daf9e91f0b56207efba0e60d40280fa4021/azure_cli_acr-2.1.4-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-batchai (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/db/b3/bf17b57506ede9630f8c0004eba5379dec8b04bbedeb6a9fe7a6ad7490d2/azure_cli_batchai-0.4.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-servicebus (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/8e/1d/a5a2c3b0c076c2e2a4f790d955d8c1de3fa17a1ff9d0027fa7bc03f264bc/azure_cli_servicebus-0.2.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-cognitiveservices (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/d9/75/60d766cad8b91a7090c571cdd4d183e01c35b4299de2525a02e912419ba2/azure_cli_cognitiveservices-0.2.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-backup (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/f2/6d/83aeb520dab78dbaeb396cb7cfd713365117aa0fc064018c1ec45be2b549/azure_cli_backup-1.2.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-container (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/c1/7d/063e154e9f3d224237b897bdee94ad126ec29632522b6a12a6c58a126a3e/azure_cli_container-0.3.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-feedback (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/d5/00/629340da085c8f43d4552b26fa9acaa13fd817c7ba050228d8b9427a2844/azure_cli_feedback-2.1.4-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-extension (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/3a/95/266c37f834299ef3da2e29253e9ed2d5b0a29a3ef1938978ab690a57682e/azure_cli_extension-0.2.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-dls (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n"
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]
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},
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{
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"text": [
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" Using cached https://files.pythonhosted.org/packages/d2/68/416d0341e6e2f3da3794c7226c05ae8ccb9dcfbf29b8c50a1db56b2e6c9a/azure_cli_dls-0.1.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-dms (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/05/39/5125d12955f8253f86e577fc22e72a6295b7a05163c1415f80820de3448c/azure_cli_dms-0.1.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-servicefabric (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/d2/81/6db9a091ef0cd1c0f9ba7625188e4f6f16c6431d491f7ee3618dfe487e43/azure_cli_servicefabric-0.1.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-billing (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/0c/1a/e2d253d4c3c56395959643ebcb575afafd1653db6243126b7c76b76502e4/azure_cli_billing-0.2.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-consumption (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/f4/05/8f9fc7981f901ff9c886fd5b76fa304ef92a7f675fd14323b42b53420f90/azure_cli_consumption-0.4.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-ams (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/6f/fe/e654dbbfadbc95968e22617e246ccdbdd95002918fdb5c7d1774369698e4/azure_cli_ams-0.2.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-cloud (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/77/75/196b4456addad2bd3a738e036a00b9d27455590bc807f7218751f9f0b4eb/azure_cli_cloud-2.1.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-storage (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/28/ad/86de0d4de8db4aec3ab7b26ba3ddba1db1e10b98c70392b4133c8de69930/azure_cli_storage-2.2.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-vm (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/5e/f7/f7e961329f97a02b03181eee975af8abff3d44d48e9deefdd8399b6072bd/azure_cli_vm-2.2.2-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-resource (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/c2/ec/448f7eba311eb5b0a2a5c58d7abc4ca462d552da24bcfa7acd0b8c6f7be6/azure_cli_resource-2.1.3-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-keyvault (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/db/28/4448d74df4d1915cf44df2eebffc3ef9483fede1f2ef645f53fb94bb7b23/azure_cli_keyvault-2.2.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-redis (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/eb/e1/0bd4413814f8e0b7a18e269815afb2ebf999c2571f6e054e134428a5f706/azure_cli_redis-0.3.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-nspkg>=2.0.0 (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/a7/85/601ef6484bf7a722daa76a4383c4ccfd4980b74ed6c2895392f53ed210d5/azure_cli_nspkg-3.0.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-find (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/0c/5a/4a6a5378c7a86c3099670e2863a263ecec0eb58a3d4a50ba04bbe99cef18/azure_cli_find-0.2.12-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-acs (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/67/d7/63aeda64634e63b9b533f0c05701b54a1fdd895f3bbb9c1640cb5303c1db/azure_cli_acs-2.3.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-configure (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/b2/98/12635047be40142cb13d44917abed3fd836d2690799fc4e0bfd4367c8893/azure_cli_configure-2.0.18-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-eventgrid (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/f7/31/c4eec7519ce93bdf490a4fc171e12f8201d986ff8075772cd8d3103b0a3d/azure_cli_eventgrid-0.2.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-rdbms (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/80/15/dc2fcb850a7b16370be3e8f7a0c79f0f196e0803c8f4c5cf20fd83a473e2/azure_cli_rdbms-0.3.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-sql (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/2c/a2/b5f804d9377ea3206230189329c2f2411c20b2091daded906f16d262a429/azure_cli_sql-2.1.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-eventhubs (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/24/fd/e0c961ac6a5b59bf5e1d44b4578ac11a04ab57133bc765c6ac6ef1a817b7/azure_cli_eventhubs-0.2.3-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-cosmosdb (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/42/10/e3c82c23513ecdf406cfe49634d8a565a88e7582a82f7130c273febf9cd9/azure_cli_cosmosdb-0.2.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-batch (from azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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" Using cached https://files.pythonhosted.org/packages/6a/99/429a448e701583996d5e97d1b83640327a365368f7c3fe02f1399dd07ada/azure_cli_batch-3.3.3-py2.py3-none-any.whl\n",
|
||||
"Collecting astor>=0.6.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/35/6b/11530768cac581a12952a2aad00e1526b89d242d0b9f59534ef6e6a1752f/astor-0.7.1-py2.py3-none-any.whl\n",
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||||
"Collecting protobuf>=3.4.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/c2/f9/28787754923612ca9bfdffc588daa05580ed70698add063a5629d1a4209d/protobuf-3.6.1-cp36-cp36m-manylinux1_x86_64.whl\n",
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||||
"Collecting termcolor>=1.1.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
"Collecting grpcio>=1.8.6 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/e5/0b/edc9ab1d960128d609b394de70181ac84985e39983d009b608050534b75b/grpcio-1.14.2-cp36-cp36m-manylinux1_x86_64.whl\n",
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||||
"Collecting setuptools<=39.1.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n"
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]
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},
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{
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"text": [
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" Using cached https://files.pythonhosted.org/packages/8c/10/79282747f9169f21c053c562a0baa21815a8c7879be97abd930dbcf862e8/setuptools-39.1.0-py2.py3-none-any.whl\n",
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||||
"Collecting gast>=0.2.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
"Collecting absl-py>=0.1.6 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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"Requirement already satisfied: wheel>=0.26 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13)) (0.31.1)\n",
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||||
"Collecting tensorboard<1.10.0,>=1.9.0 (from tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/9e/1f/3da43860db614e294a034e42d4be5c8f7f0d2c75dc1c428c541116d8cdab/tensorboard-1.9.0-py3-none-any.whl\n",
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||||
"Collecting scipy>=0.14 (from keras==2.2.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 14))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/a8/0b/f163da98d3a01b3e0ef1cab8dd2123c34aee2bafbb1c5bffa354cc8a1730/scipy-1.1.0-cp36-cp36m-manylinux1_x86_64.whl\n",
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||||
"Collecting h5py (from keras==2.2.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 14))\n",
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" Using cached https://files.pythonhosted.org/packages/8e/cb/726134109e7bd71d98d1fcc717ffe051767aac42ede0e7326fd1787e5d64/h5py-2.8.0-cp36-cp36m-manylinux1_x86_64.whl\n",
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||||
"Collecting keras-applications==1.0.2 (from keras==2.2.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 14))\n",
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" Using cached https://files.pythonhosted.org/packages/e2/60/c557075e586e968d7a9c314aa38c236b37cb3ee6b37e8d57152b1a5e0b47/Keras_Applications-1.0.2-py2.py3-none-any.whl\n",
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||||
"Collecting keras-preprocessing==1.0.1 (from keras==2.2.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 14))\n",
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" Using cached https://files.pythonhosted.org/packages/f8/33/275506afe1d96b221f66f95adba94d1b73f6b6087cfb6132a5655b6fe338/Keras_Preprocessing-1.0.1-py2.py3-none-any.whl\n",
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||||
"Collecting azure-storage-blob>=1.1.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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||||
" Downloading https://files.pythonhosted.org/packages/dd/26/45de0cb737aeeeb2fa56cf12ab0042ba64dafd24bcc50bf8c8cdf913a1a6/azure_storage_blob-1.3.1-py2.py3-none-any.whl (77kB)\n",
|
||||
"Collecting ndg-httpsclient (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/fb/67/c2f508c00ed2a6911541494504b7cac16fe0b0473912568df65fd1801132/ndg_httpsclient-0.5.1-py3-none-any.whl\n",
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||||
"Collecting azure-mgmt-containerregistry>=2.0.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/5e/50/cc68d1055456c40a873524b01e1bd24172b88dc6ceb905dadbabe0d3c058/azure_mgmt_containerregistry-2.1.0-py2.py3-none-any.whl\n",
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||||
"Collecting backports.tempfile (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/b4/5c/077f910632476281428fe254807952eb47ca78e720d059a46178c541e669/backports.tempfile-1.0-py2.py3-none-any.whl\n",
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"Requirement already satisfied: urllib3>=1.23 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (1.23)\n",
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"Collecting azure-common>=1.1.12 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/91/66/6636001c0b6be5423f4bbaffe5febbf9eda39bd1941eb39a73504d8f6f71/azure_common-1.1.14-py2.py3-none-any.whl\n",
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"Collecting SecretStorage<3.0.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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"Requirement already satisfied: cryptography in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (2.3.1)\n",
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||||
"Collecting azure-mgmt-keyvault>=0.40.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/49/de/0d69aedae7c5f6428314640b65947203ab80409c12b5d4e66fb5b7a4182e/azure_mgmt_keyvault-1.1.0-py2.py3-none-any.whl\n",
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"Collecting msrest>=0.5.1 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/ed/48/a378f4c33b21a75454f7da387dc528f5ef65cf0f6d3791324b0212014c38/msrest-0.5.4-py2.py3-none-any.whl\n",
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"Collecting azure-mgmt-resource>=1.2.1 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/2b/26/c0cb69dfac2e5b7125db034045b8bcf937cf1e8d3df2009a87c33d0959f5/azure_mgmt_resource-2.0.0-py2.py3-none-any.whl\n",
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"Collecting azure-storage-common>=1.1.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Downloading https://files.pythonhosted.org/packages/7b/18/03872177864b7ce4aa0302eae5726e8cb66dbb4f30a3408ed27a6639407f/azure_storage_common-1.3.0-py2.py3-none-any.whl (48kB)\n",
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"Collecting ruamel.yaml<=0.15.51,>=0.15.35 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/d2/7f/9bb3ba89ceab600c4a0ea75d638ea945215ca3458ac6528e0e39fa3254e4/ruamel.yaml-0.15.51-cp36-cp36m-manylinux1_x86_64.whl\n",
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"Collecting pathspec (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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"Collecting azure-mgmt-storage>=1.5.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Downloading https://files.pythonhosted.org/packages/67/5b/15e6a8109af53e4c2228142ea816532036700757d035fc1b9cd0f6a63b02/azure_mgmt_storage-2.0.0-py2.py3-none-any.whl (558kB)\n",
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"Collecting azure-storage-nspkg>=3.0.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/b1/e9/0a11f4feefb9c4c2f7e30d4d448e15b32df3adabe370be70aaf4278fbb52/azure_storage_nspkg-3.0.0-py2.py3-none-any.whl\n",
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"Collecting azure-mgmt-authorization>=0.40.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/6f/17/55b974603c16be89c7a7c16bac57b7bce48527bf1bebc3f116f7215176e6/azure_mgmt_authorization-0.50.0-py2.py3-none-any.whl\n",
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"Collecting msrestazure>=0.4.33 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/a4/48/cfa54772365b4d0b8f3e7af16354db768b0317b3273265b37c14f71b705b/msrestazure-0.5.0-py2.py3-none-any.whl\n",
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"Collecting jsonpickle (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n"
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"Collecting contextlib2 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/a2/71/8273a7eeed0aff6a854237ab5453bc9aa67deb49df4832801c21f0ff3782/contextlib2-0.5.5-py2.py3-none-any.whl\n",
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"Collecting docker (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/06/0b/ce97eb31058eddaef316973b8299b737ebab0bcb5798fd5a3225d53b4455/docker-3.5.0-py2.py3-none-any.whl\n",
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"Collecting azure-graphrbac>=0.40.0 (from azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
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" Using cached https://files.pythonhosted.org/packages/89/0a/29f7e2914033e2536026b8f0d7f8deb1edda68c9a93ce4757b2b1e39568b/azure_graphrbac-0.40.0-py2.py3-none-any.whl\n",
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"Requirement already satisfied: traitlets>=4.2 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (4.3.2)\n",
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"Requirement already satisfied: jinja2 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.10)\n",
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"Requirement already satisfied: testpath in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.3.1)\n",
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"Requirement already satisfied: entrypoints>=0.2.2 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.2.3)\n",
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"Requirement already satisfied: pandocfilters>=1.4.1 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (1.4.2)\n",
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"Requirement already satisfied: pygments in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.2.0)\n",
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"Requirement already satisfied: bleach in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.1.4)\n",
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"Requirement already satisfied: jupyter-core in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (4.4.0)\n",
|
||||
"Collecting textwrap3 (from ansiwrap->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/e8/78/3bb4b819ae7ab81ba0759788b28671d7ae13186544c333f973e6c91a6726/textwrap3-0.9.1-py2.py3-none-any.whl\n",
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"Requirement already satisfied: prompt-toolkit<2.0.0,>=1.0.15 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (1.0.15)\n",
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"Requirement already satisfied: decorator in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (4.3.0)\n",
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"Requirement already satisfied: pickleshare in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.7.4)\n",
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"Requirement already satisfied: simplegeneric>0.8 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.8.1)\n",
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"Requirement already satisfied: backcall in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.1.0)\n",
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"Requirement already satisfied: ipython-genutils in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbformat->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.2.0)\n",
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"Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from nbformat->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.6.0)\n",
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"Requirement already satisfied: pyzmq>=13 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from jupyter-client->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (17.1.2)\n",
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"Requirement already satisfied: tornado>=4.1 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from jupyter-client->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (4.5.3)\n",
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||||
"Collecting s3transfer<0.2.0,>=0.1.10 (from boto3->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/d7/14/2a0004d487464d120c9fb85313a75cd3d71a7506955be458eebfe19a6b1d/s3transfer-0.1.13-py2.py3-none-any.whl\n",
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||||
"Collecting botocore<1.12.0,>=1.11.5 (from boto3->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/9e/ef/5d6d9995946379e018bca8353271a3d7068daf5892f4bcdddd59faded358/botocore-1.11.5-py2.py3-none-any.whl\n",
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||||
"Collecting jmespath<1.0.0,>=0.7.1 (from boto3->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/b7/31/05c8d001f7f87f0f07289a5fc0fc3832e9a57f2dbd4d3b0fee70e0d51365/jmespath-0.9.3-py2.py3-none-any.whl\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from requests->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2018.8.24)\n",
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"Requirement already satisfied: idna<2.8,>=2.5 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from requests->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (2.7)\n",
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||||
"Collecting azure-mgmt-dns==2.0.0rc2 (from azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/9d/12/1539094e9c1ae4d21acedfbf6eef4037265d12e40472a471d06a3a0eaa8b/azure_mgmt_dns-2.0.0rc2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-mgmt-trafficmanager==0.50.0 (from azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/ed/4f/c322d72dc92dde543471bc23f9ac0eb6b9d0dc2441bb5ce938250040e307/azure_mgmt_trafficmanager-0.50.0-py2.py3-none-any.whl\n",
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||||
"Collecting azure-cli-command-modules-nspkg>=2.0.0 (from azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/e6/c9/cdeeeabc550848e2a07caa66cba28aa057d23b6feaa824ceafd32c3f2226/azure_cli_command_modules_nspkg-2.0.2-py2.py3-none-any.whl\n",
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||||
"Collecting azure-mgmt-network==2.0.0rc3 (from azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/43/8b/60054f2ecc12532f718f9d7214313318d19d0157de60691306b5e5af9549/azure_mgmt_network-2.0.0rc3-py2.py3-none-any.whl\n"
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]
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{
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||||
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||||
"output_type": "stream",
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"text": [
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||||
"Collecting mock (from azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/e6/35/f187bdf23be87092bd0f1200d43d23076cee4d0dec109f195173fd3ebc79/mock-2.0.0-py2.py3-none-any.whl\n",
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||||
"Collecting antlr4-python3-runtime (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
"Collecting argcomplete>=1.8.0 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/31/88/ba8d8684a8a27749250c66ff7c2b408fdbc29b50da61200338ff9b2607bf/argcomplete-1.9.4-py2.py3-none-any.whl\n",
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||||
"Collecting colorama>=0.3.9 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
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||||
" Using cached https://files.pythonhosted.org/packages/db/c8/7dcf9dbcb22429512708fe3a547f8b6101c0d02137acbd892505aee57adf/colorama-0.3.9-py2.py3-none-any.whl\n",
|
||||
"Collecting humanfriendly>=4.7 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/fb/34/1e80e4a06020f7dfc7eee11387e400435236f992f80eaa6ed9b3d8252211/humanfriendly-4.16.1-py2.py3-none-any.whl\n",
|
||||
"Collecting paramiko>=2.0.8 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/3e/db/cb7b6656e0e7387637ce850689084dc0b94b44df31cc52e5fc5c2c4fd2c1/paramiko-2.4.1-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: pyopenssl>=17.1.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12)) (18.0.0)\n",
|
||||
"Collecting tabulate<=0.8.2,>=0.7.7 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
"Collecting knack==0.4.2 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/bc/49/1c69f851ea9d17db920d07dee62f2be3bdca52ab0a65728324c797c99285/knack-0.4.2-py2.py3-none-any.whl\n",
|
||||
"Collecting adal>=1.0.2 (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/77/a8/8bf977a1e075ed26617b98e708afe5b96a923c67dfac5213f81f5d80ac1d/adal-1.0.2-py2.py3-none-any.whl\n",
|
||||
"Collecting PyJWT (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/93/d1/3378cc8184a6524dc92993090ee8b4c03847c567e298305d6cf86987e005/PyJWT-1.6.4-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-cli-telemetry (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/71/4c/da5ebe9300ecdc850031372f81229383c46a70e83dee8e77f58aa6fd0546/azure_cli_telemetry-1.0.0-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: pip in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12)) (10.0.1)\n",
|
||||
"Collecting azure-mgmt-devtestlabs==2.2.0 (from azure-cli-lab->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/2f/93/a64abaede2fc6a52476af8ceab9cedb368c49e948d9385cbe7cd4ce5ffff/azure_mgmt_devtestlabs-2.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-reservations==0.2.1 (from azure-cli-reservations->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/a9/2b/e0edb8dbe85e447005cde508b869e564f58270f631219f036d8ab71184f9/azure_mgmt_reservations-0.2.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-cdn==3.0.0 (from azure-cli-cdn->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ab/17/1684f274bd57ff81b0ac9000030d5796bf88c9735a093ba8b693c39ca6fd/azure_mgmt_cdn-3.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-monitor==0.5.2 (from azure-cli-monitor->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/6a/3b/a8b95ee25f1c209ad82ad06de39f4efbfb9dc8a8dc5da5a7a48d7897bf3e/azure_mgmt_monitor-0.5.2-py2.py3-none-any.whl\n",
|
||||
"Collecting vsts-cd-manager<1.1.0 (from azure-cli-appservice->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
"Collecting xmltodict (from azure-cli-appservice->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/42/a9/7e99652c6bc619d19d58cdd8c47560730eb5825d43a7e25db2e1d776ceb7/xmltodict-0.11.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-web==0.35.0 (from azure-cli-appservice->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/21/04/3f2622720664c972d927fd9e58c0066e998739b7891649207765be674126/azure_mgmt_web-0.35.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-keyvault==1.1.0 (from azure-cli-role->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/80/37/e80f577570b32648c4b88c8c48a46501a4868ae4c8d905774fd02c2b01fc/azure_keyvault-1.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-iothubprovisioningservices==0.2.0 (from azure-cli-iot->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/84/ce/3500c731a5c5b31028e662aa41bc45f75301834a0c03adeacfe7ef7bd86e/azure_mgmt_iothubprovisioningservices-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-iothub==0.5.0 (from azure-cli-iot->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/19/d6/b422df467b3d7f4e2975b590fbf6e12aaae0a497c7d080b4955a6a6d794a/azure_mgmt_iothub-0.5.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-datalake-analytics==0.2.0 (from azure-cli-dla->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/90/72/ee4a7ab8fc6e98ae7a0087fa8a4033db33744b76618b60542733ead698d7/azure_mgmt_datalake_analytics-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-datalake-store==0.2.0 (from azure-cli-dla->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/49/ce/b8c5bc9e1560302a01ecb49afbca964feed9142660b244d89efe5df119e7/azure_mgmt_datalake_store-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-advisor==1.0.1 (from azure-cli-advisor->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/cb/f3/a86ba3e0784d12c8fe5cbf1f24e1b9255575a2f0892e08c46cddd0795dfd/azure_mgmt_advisor-1.0.1-py2.py3-none-any.whl\n",
|
||||
"Collecting sshtunnel (from azure-cli-batchai->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
"Collecting azure-mgmt-batchai==2.0.0 (from azure-cli-batchai->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/d9/a5/ab796c2a490155c14f9ac4240724ca5c56723315d4dc753030712e6f2e80/azure_mgmt_batchai-2.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-servicebus==0.5.1 (from azure-cli-servicebus->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/bf/c4/fcfa89812022b4b2ab308fa56ea0fcff6748808b11a77d81351700949122/azure_mgmt_servicebus-0.5.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-cognitiveservices==1.0.0 (from azure-cli-cognitiveservices->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/52/1f/52f414767db1ae911ab3755d498e0e7b59424b8cf7757ebf10d7b42fde43/azure_mgmt_cognitiveservices-1.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-recoveryservices==0.1.0 (from azure-cli-backup->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/36/f2/ca2fc48cd37cd4bf33bd7553240dd066a3e404d4342f236674b822c29361/azure_mgmt_recoveryservices-0.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-recoveryservicesbackup==0.1.1 (from azure-cli-backup->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/88/04/d1e49a53846807845fa54ef5d659af73b0280f5f799ca1212eb2284a5f24/azure_mgmt_recoveryservicesbackup-0.1.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-containerinstance==1.0.0 (from azure-cli-container->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/49/7b/78c46fd0147e09364d806bd6db6a569b90e46f1d5d14eb4429a72441be2a/azure_mgmt_containerinstance-1.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-loganalytics==0.2.0 (from azure-cli-container->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/70/40/c9b77bf82916e963aa701fb396673f7ddc4cdab95524b6d2edf927b05630/azure_mgmt_loganalytics-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting websocket-client (from azure-cli-container->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n"
|
||||
]
|
||||
},
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||||
{
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||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
" Using cached https://files.pythonhosted.org/packages/6a/0b/fe3a2d47066005c928056f60ed308036485a7d8bcfa6595d4f7a45f1b938/websocket_client-0.51.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-datalake-store==0.0.27 (from azure-cli-dls->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/e0/82/05c88b9e8f34deb510fd8ea63ecc04c820ffc3eb3ef578ff8243a7460ebe/azure_datalake_store-0.0.27-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-datamigration==0.1.0 (from azure-cli-dms->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/a6/68/aba86e698f24f25f70d9ee2b15a2ca0d71b822932ace8ba96e5beb12efdd/azure_mgmt_datamigration-0.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-servicefabric==0.2.0 (from azure-cli-servicefabric->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/6e/06/fafe8b5d881cfa68927e61557c8419dcfacb93e07f4ab17cc60959707a53/azure_mgmt_servicefabric-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-compute==4.0.0 (from azure-cli-servicefabric->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ff/32/cf501356a6f7ac0299141e7f7736cdf5cba60a5a72e030ab036e43b9aed4/azure_mgmt_compute-4.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-billing==0.2.0 (from azure-cli-billing->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/0f/24/5106287ea0f6562d965afb055e3c6c0da058f7844a70464e67bab56c6c4b/azure_mgmt_billing-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-consumption==2.0.0 (from azure-cli-consumption->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/11/f4/2db9557494dfb17ff3edeae5726981143a7baace17df3712b189e343bd8c/azure_mgmt_consumption-2.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-media==1.0.0rc1 (from azure-cli-ams->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/d1/fd/8f4943670bcc71586b7440c3ee77bfe2e14a0c3340f3bbd6d8814e803ae2/azure_mgmt_media-1.0.0rc1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-multiapi-storage==0.2.2 (from azure-cli-storage->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/87/44/b723204921e29e3e67ca6d016f4e3fbb7d81f0a1dbb484685efa3b141f99/azure_multiapi_storage-0.2.2-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-marketplaceordering==0.1.0 (from azure-cli-vm->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/a8/cb/13502fdbaf520d08fb280eb31ecfe5d926b9cf92259c22280bbde96b307d/azure_mgmt_marketplaceordering-0.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-msi==0.2.0 (from azure-cli-vm->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ae/95/b451721e38ca0feddce03ee3ce86158e208d0150253bd371207a8df4e9c5/azure_mgmt_msi-0.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-managementgroups==0.1.0 (from azure-cli-resource->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/f2/50/591adac2a6cd8d77cccd38bdf5d177ad6a2e95b9217daa9a60b5d86de5cd/azure_mgmt_managementgroups-0.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-redis==5.0.0 (from azure-cli-redis->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/90/a7/42342a984b2916972c5c5e24df94e3cd5e4377a8dc465a83415706d9be6f/azure_mgmt_redis-5.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-nspkg>=2.0.0 (from azure-cli-nspkg>=2.0.0->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/cd/a0/76ca6659ae9afd7567fdbb5b9c85e9c9a0b48238cfcacd92525484408f66/azure_nspkg-2.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting whoosh (from azure-cli-find->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ba/19/24d0f1f454a2c1eb689ca28d2f178db81e5024f42d82729a4ff6771155cf/Whoosh-2.7.4-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-containerservice==4.2.2 (from azure-cli-acs->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/19/2f/7ca5cc006337d8c9e80d608b1488ded6b525a92f6c9d787c9c807ba5a226/azure_mgmt_containerservice-4.2.2-py2.py3-none-any.whl\n",
|
||||
"Collecting scp (from azure-cli-acs->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ef/8c/399c5ddffc8c1bd2593ee6c8937ed31f005dcfa0c591da149f7b4b993f14/scp-0.11.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-eventgrid==0.4.0 (from azure-cli-eventgrid->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/51/11/6828014c391b0c641ca94813b5c78cbf0984547252a7d71166594e074330/azure_mgmt_eventgrid-0.4.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-rdbms==1.2.0 (from azure-cli-rdbms->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/96/36/fae53c5584f38d96e716834f3213b8432ed19062c322dce9725be388dd24/azure_mgmt_rdbms-1.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-sql==0.9.1 (from azure-cli-sql->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/c5/bb/219c76af961e9e6d1f5055d70c3cc06889b91375727a04367149c3aad640/azure_mgmt_sql-0.9.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-eventhub==2.1.0 (from azure-cli-eventhubs->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/b1/fa/2ae716793f2acdaf1f63029f774089f60e5cbbf3555b1077d2fc649e62d0/azure_mgmt_eventhub-2.1.0-py2.py3-none-any.whl\n",
|
||||
"Collecting pydocumentdb>=2.0.1 (from azure-cli-cosmosdb->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
"Collecting azure-mgmt-cosmosdb==0.4.0 (from azure-cli-cosmosdb->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/9d/cf/e8023576ec081accf3dcb00ee12f2378d53dcb25cb19727733aa4aa448b1/azure_mgmt_cosmosdb-0.4.0-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-batch==5.0.1 (from azure-cli-batch->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/97/81/a9eb3fd2ab070159105b4cfe9640c24410ac8195286729d62bfdf871de94/azure_mgmt_batch-5.0.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-batch==4.1.3 (from azure-cli-batch->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/b1/fa/1053b5dcd88e5de8e8cd70a4d7189ffad037542963ea86b518deb612c498/azure_batch-4.1.3-py2.py3-none-any.whl\n",
|
||||
"Collecting markdown>=2.6.8 (from tensorboard<1.10.0,>=1.9.0->tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/6d/7d/488b90f470b96531a3f5788cf12a93332f543dbab13c423a5e7ce96a0493/Markdown-2.6.11-py2.py3-none-any.whl\n",
|
||||
"Collecting werkzeug>=0.11.10 (from tensorboard<1.10.0,>=1.9.0->tensorflow-gpu==1.9.0->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 13))\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
" Using cached https://files.pythonhosted.org/packages/20/c4/12e3e56473e52375aa29c4764e70d1b8f3efa6682bef8d0aae04fe335243/Werkzeug-0.14.1-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: pyasn1>=0.1.1 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from ndg-httpsclient->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (0.4.4)\n",
|
||||
"Collecting azure-mgmt-nspkg>=2.0.0 (from azure-mgmt-containerregistry>=2.0.0->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/c9/e3/48b98f929290b0cd0aaa4707ecabb8aaeb267e8ef628af907f1d1c506ec7/azure_mgmt_nspkg-2.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting backports.weakref (from backports.tempfile->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/88/ec/f598b633c3d5ffe267aaada57d961c94fdfa183c5c3ebda2b6d151943db6/backports.weakref-1.0.post1-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: asn1crypto>=0.21.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from cryptography->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (0.24.0)\n",
|
||||
"Requirement already satisfied: cffi!=1.11.3,>=1.7 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from cryptography->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (1.11.5)\n",
|
||||
"Collecting requests-oauthlib>=0.5.0 (from msrest>=0.5.1->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/94/e7/c250d122992e1561690d9c0f7856dadb79d61fd4bdd0e598087dce607f6c/requests_oauthlib-1.0.0-py2.py3-none-any.whl\n",
|
||||
"Collecting isodate>=0.6.0 (from msrest>=0.5.1->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/9b/9f/b36f7774ff5ea8e428fdcfc4bb332c39ee5b9362ddd3d40d9516a55221b2/isodate-0.6.0-py2.py3-none-any.whl\n",
|
||||
"Collecting docker-pycreds>=0.3.0 (from docker->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/ea/bf/7e70aeebc40407fbdb96fa9f79fc8e4722ea889a99378303e3bcc73f4ab5/docker_pycreds-0.3.0-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: MarkupSafe>=0.23 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from jinja2->nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (1.0)\n",
|
||||
"Requirement already satisfied: html5lib!=1.0b1,!=1.0b2,!=1.0b3,!=1.0b4,!=1.0b5,!=1.0b6,!=1.0b7,!=1.0b8,>=0.99999999pre in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from bleach->nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (1.0.1)\n",
|
||||
"Requirement already satisfied: wcwidth in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from prompt-toolkit<2.0.0,>=1.0.15->ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.1.7)\n",
|
||||
"Requirement already satisfied: ptyprocess>=0.5 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from pexpect; sys_platform != \"win32\"->ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.6.0)\n",
|
||||
"Requirement already satisfied: parso>=0.3.0 in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from jedi>=0.10->ipython>=5.0->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.3.1)\n",
|
||||
"Collecting docutils>=0.10 (from botocore<1.12.0,>=1.11.5->boto3->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/36/fa/08e9e6e0e3cbd1d362c3bbee8d01d0aedb2155c4ac112b19ef3cae8eed8d/docutils-0.14-py3-none-any.whl\n",
|
||||
"Collecting pbr>=0.11 (from mock->azure-cli-network->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/69/1c/98cba002ed975a91a0294863d9c774cc0ebe38e05bbb65e83314550b1677/pbr-4.2.0-py2.py3-none-any.whl\n",
|
||||
"Collecting bcrypt>=3.1.3 (from paramiko>=2.0.8->azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/b8/09/905ec939994e2c49dcffff72f823802557f166b3815ea54c1db3671eed42/bcrypt-3.1.4-cp36-cp36m-manylinux1_x86_64.whl\n",
|
||||
"Collecting pynacl>=1.0.1 (from paramiko>=2.0.8->azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/77/03/927e4cdbd821f929392608ddb2220a9548ce164c52047e90fadd20786fd8/PyNaCl-1.2.1-cp36-cp36m-manylinux1_x86_64.whl\n",
|
||||
"Collecting portalocker==1.2.1 (from azure-cli-telemetry->azure-cli-core->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/57/41/05e79e5516db1cc0c967b3202388cde729f871c871b0a07bf24ff11adfcf/portalocker-1.2.1-py2.py3-none-any.whl\n",
|
||||
"Collecting azure-mgmt-datalake-nspkg>=2.0.0 (from azure-mgmt-datalake-analytics==0.2.0->azure-cli-dla->azure-cli==2.0.41->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 12))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/45/44/ac10e1d1757a46299515568ec7ba62af84f012335cbba957aab32ee08f3d/azure_mgmt_datalake_nspkg-2.0.0-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: pycparser in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from cffi!=1.11.3,>=1.7->cryptography->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3)) (2.18)\n",
|
||||
"Collecting oauthlib>=0.6.2 (from requests-oauthlib>=0.5.0->msrest>=0.5.1->azureml-core==0.1.4->azureml-defaults==0.1.4->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 3))\n",
|
||||
" Using cached https://files.pythonhosted.org/packages/e6/d1/ddd9cfea3e736399b97ded5c2dd62d1322adef4a72d816f1ed1049d6a179/oauthlib-2.1.0-py2.py3-none-any.whl\n",
|
||||
"Requirement already satisfied: webencodings in /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/lib/python3.6/site-packages (from html5lib!=1.0b1,!=1.0b2,!=1.0b3,!=1.0b4,!=1.0b5,!=1.0b6,!=1.0b7,!=1.0b8,>=0.99999999pre->bleach->nbconvert->papermill==0.14.1->-r /tmp/azureml_runs/train-on-local_1535738630/azureml-setup/condaenv.gbtlmg.requirements.txt (line 4)) (0.5.1)\n",
|
||||
"twisted 18.7.0 requires PyHamcrest>=1.9.0, which is not installed.\n",
|
||||
"azure-cli-core 2.0.45 has requirement wheel==0.30.0, but you'll have wheel 0.31.1 which is incompatible.\n",
|
||||
"azure-cli-appservice 0.2.3 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"azure-mgmt-datalake-analytics 0.2.0 has requirement msrestazure~=0.4.7, but you'll have msrestazure 0.5.0 which is incompatible.\n",
|
||||
"azure-mgmt-datalake-store 0.2.0 has requirement msrestazure~=0.4.7, but you'll have msrestazure 0.5.0 which is incompatible.\n",
|
||||
"azure-cli-acr 2.1.4 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"azure-cli-acr 2.1.4 has requirement azure-storage-blob==1.1.0, but you'll have azure-storage-blob 1.3.1 which is incompatible.\n",
|
||||
"azure-cli-batchai 0.4.2 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"azure-cli-batchai 0.4.2 has requirement azure-storage-blob==1.1.0, but you'll have azure-storage-blob 1.3.1 which is incompatible.\n",
|
||||
"azure-mgmt-cognitiveservices 1.0.0 has requirement msrestazure~=0.4.7, but you'll have msrestazure 0.5.0 which is incompatible.\n",
|
||||
"azure-mgmt-recoveryservices 0.1.0 has requirement msrestazure~=0.4.11, but you'll have msrestazure 0.5.0 which is incompatible.\n",
|
||||
"azure-mgmt-recoveryservicesbackup 0.1.1 has requirement msrestazure~=0.4.11, but you'll have msrestazure 0.5.0 which is incompatible.\n",
|
||||
"azure-cli-extension 0.2.1 has requirement wheel==0.30.0, but you'll have wheel 0.31.1 which is incompatible.\n",
|
||||
"azure-cli-servicefabric 0.1.2 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"azure-cli-storage 2.2.1 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"azure-cli-sql 2.1.3 has requirement azure-mgmt-storage==2.0.0rc4, but you'll have azure-mgmt-storage 2.0.0 which is incompatible.\n",
|
||||
"Installing collected packages: azure-nspkg, azure-common, azure-storage-nspkg, azure-storage-common, azure-storage-blob, ndg-httpsclient, azure-mgmt-nspkg, oauthlib, requests-oauthlib, isodate, msrest, PyJWT, adal, msrestazure, azure-mgmt-containerregistry, backports.weakref, backports.tempfile, SecretStorage, azure-mgmt-keyvault, azure-mgmt-resource, antlr4-python3-runtime, argcomplete, colorama, humanfriendly, bcrypt, pynacl, paramiko, tabulate, jmespath, knack, portalocker, azure-cli-nspkg, applicationinsights, azure-cli-telemetry, azure-cli-core, azure-cli-command-modules-nspkg, azure-cli-profile, ruamel.yaml, pathspec, azure-mgmt-storage, azure-mgmt-authorization, jsonpickle, contextlib2, websocket-client, docker-pycreds, docker, azure-graphrbac, azureml-core, azureml-defaults, tqdm, textwrap3, ansiwrap, numpy, pandas, docutils, botocore, s3transfer, boto3, click, future, papermill, python-dotenv, Pillow, wget, setuptools, kiwisolver, pyparsing, cycler, matplotlib, multidict, yarl, idna-ssl, async-timeout, aiohttp, toolz, azure-mgmt-dns, azure-mgmt-trafficmanager, azure-mgmt-network, pbr, mock, azure-cli-network, azure-mgmt-devtestlabs, azure-cli-lab, azure-mgmt-reservations, azure-cli-reservations, azure-mgmt-cdn, azure-cli-cdn, azure-mgmt-monitor, azure-cli-monitor, vsts-cd-manager, xmltodict, azure-mgmt-web, azure-cli-appservice, azure-keyvault, azure-cli-role, azure-mgmt-iothubprovisioningservices, azure-mgmt-iothub, azure-cli-iot, azure-cli-interactive, azure-mgmt-datalake-nspkg, azure-mgmt-datalake-analytics, azure-mgmt-datalake-store, azure-cli-dla, azure-mgmt-advisor, azure-cli-advisor, azure-cli-acr, sshtunnel, azure-mgmt-batchai, azure-cli-batchai, azure-mgmt-servicebus, azure-cli-servicebus, azure-mgmt-cognitiveservices, azure-cli-cognitiveservices, azure-mgmt-recoveryservices, azure-mgmt-recoveryservicesbackup, azure-cli-backup, azure-mgmt-containerinstance, azure-mgmt-loganalytics, azure-cli-container, azure-cli-feedback, azure-cli-extension, azure-datalake-store, azure-cli-dls, azure-mgmt-datamigration, azure-cli-dms, azure-mgmt-servicefabric, azure-mgmt-compute, azure-cli-servicefabric, azure-mgmt-billing, azure-cli-billing, azure-mgmt-consumption, azure-cli-consumption, azure-mgmt-media, azure-cli-ams, azure-cli-cloud, azure-multiapi-storage, azure-cli-storage, azure-mgmt-marketplaceordering, azure-mgmt-msi, azure-cli-vm, azure-mgmt-managementgroups, azure-cli-resource, azure-cli-keyvault, azure-mgmt-redis, azure-cli-redis, whoosh, azure-cli-find, azure-mgmt-containerservice, scp, azure-cli-acs, azure-cli-configure, azure-mgmt-eventgrid, azure-cli-eventgrid, azure-mgmt-rdbms, azure-cli-rdbms, azure-mgmt-sql, azure-cli-sql, azure-mgmt-eventhub, azure-cli-eventhubs, pydocumentdb, azure-mgmt-cosmosdb, azure-cli-cosmosdb, azure-mgmt-batch, azure-batch, azure-cli-batch, azure-cli, astor, protobuf, termcolor, grpcio, gast, absl-py, markdown, werkzeug, tensorboard, tensorflow-gpu, scipy, h5py, keras-applications, keras-preprocessing, keras\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
" Found existing installation: setuptools 40.2.0\n",
|
||||
" Uninstalling setuptools-40.2.0:\n",
|
||||
" Successfully uninstalled setuptools-40.2.0\n",
|
||||
"Successfully installed Pillow-5.2.0 PyJWT-1.6.4 SecretStorage-2.3.1 absl-py-0.4.1 adal-1.0.2 aiohttp-3.3.2 ansiwrap-0.8.3 antlr4-python3-runtime-4.7.1 applicationinsights-0.11.6 argcomplete-1.9.4 astor-0.7.1 async-timeout-3.0.0 azure-batch-4.1.3 azure-cli-2.0.41 azure-cli-acr-2.1.4 azure-cli-acs-2.3.2 azure-cli-advisor-0.6.0 azure-cli-ams-0.2.3 azure-cli-appservice-0.2.3 azure-cli-backup-1.2.1 azure-cli-batch-3.3.3 azure-cli-batchai-0.4.2 azure-cli-billing-0.2.0 azure-cli-cdn-0.1.1 azure-cli-cloud-2.1.0 azure-cli-cognitiveservices-0.2.1 azure-cli-command-modules-nspkg-2.0.2 azure-cli-configure-2.0.18 azure-cli-consumption-0.4.0 azure-cli-container-0.3.3 azure-cli-core-2.0.45 azure-cli-cosmosdb-0.2.1 azure-cli-dla-0.2.2 azure-cli-dls-0.1.1 azure-cli-dms-0.1.0 azure-cli-eventgrid-0.2.0 azure-cli-eventhubs-0.2.3 azure-cli-extension-0.2.1 azure-cli-feedback-2.1.4 azure-cli-find-0.2.12 azure-cli-interactive-0.3.28 azure-cli-iot-0.3.1 azure-cli-keyvault-2.2.2 azure-cli-lab-0.1.1 azure-cli-monitor-0.2.3 azure-cli-network-2.2.4 azure-cli-nspkg-3.0.3 azure-cli-profile-2.1.1 azure-cli-rdbms-0.3.1 azure-cli-redis-0.3.2 azure-cli-reservations-0.3.2 azure-cli-resource-2.1.3 azure-cli-role-2.1.4 azure-cli-servicebus-0.2.2 azure-cli-servicefabric-0.1.2 azure-cli-sql-2.1.3 azure-cli-storage-2.2.1 azure-cli-telemetry-1.0.0 azure-cli-vm-2.2.2 azure-common-1.1.14 azure-datalake-store-0.0.27 azure-graphrbac-0.40.0 azure-keyvault-1.1.0 azure-mgmt-advisor-1.0.1 azure-mgmt-authorization-0.50.0 azure-mgmt-batch-5.0.1 azure-mgmt-batchai-2.0.0 azure-mgmt-billing-0.2.0 azure-mgmt-cdn-3.0.0 azure-mgmt-cognitiveservices-1.0.0 azure-mgmt-compute-4.0.0 azure-mgmt-consumption-2.0.0 azure-mgmt-containerinstance-1.0.0 azure-mgmt-containerregistry-2.1.0 azure-mgmt-containerservice-4.2.2 azure-mgmt-cosmosdb-0.4.0 azure-mgmt-datalake-analytics-0.2.0 azure-mgmt-datalake-nspkg-2.0.0 azure-mgmt-datalake-store-0.2.0 azure-mgmt-datamigration-0.1.0 azure-mgmt-devtestlabs-2.2.0 azure-mgmt-dns-2.0.0rc2 azure-mgmt-eventgrid-0.4.0 azure-mgmt-eventhub-2.1.0 azure-mgmt-iothub-0.5.0 azure-mgmt-iothubprovisioningservices-0.2.0 azure-mgmt-keyvault-1.1.0 azure-mgmt-loganalytics-0.2.0 azure-mgmt-managementgroups-0.1.0 azure-mgmt-marketplaceordering-0.1.0 azure-mgmt-media-1.0.0rc1 azure-mgmt-monitor-0.5.2 azure-mgmt-msi-0.2.0 azure-mgmt-network-2.0.0rc3 azure-mgmt-nspkg-2.0.0 azure-mgmt-rdbms-1.2.0 azure-mgmt-recoveryservices-0.1.0 azure-mgmt-recoveryservicesbackup-0.1.1 azure-mgmt-redis-5.0.0 azure-mgmt-reservations-0.2.1 azure-mgmt-resource-2.0.0 azure-mgmt-servicebus-0.5.1 azure-mgmt-servicefabric-0.2.0 azure-mgmt-sql-0.9.1 azure-mgmt-storage-2.0.0 azure-mgmt-trafficmanager-0.50.0 azure-mgmt-web-0.35.0 azure-multiapi-storage-0.2.2 azure-nspkg-2.0.0 azure-storage-blob-1.3.1 azure-storage-common-1.3.0 azure-storage-nspkg-3.0.0 azureml-core-0.1.4 azureml-defaults-0.1.4 backports.tempfile-1.0 backports.weakref-1.0.post1 bcrypt-3.1.4 boto3-1.8.5 botocore-1.11.5 click-6.7 colorama-0.3.9 contextlib2-0.5.5 cycler-0.10.0 docker-3.5.0 docker-pycreds-0.3.0 docutils-0.14 future-0.16.0 gast-0.2.0 grpcio-1.14.2 h5py-2.8.0 humanfriendly-4.16.1 idna-ssl-1.1.0 isodate-0.6.0 jmespath-0.9.3 jsonpickle-0.9.6 keras-2.2.0 keras-applications-1.0.2 keras-preprocessing-1.0.1 kiwisolver-1.0.1 knack-0.4.2 markdown-2.6.11 matplotlib-2.2.2 mock-2.0.0 msrest-0.5.4 msrestazure-0.5.0 multidict-4.3.1 ndg-httpsclient-0.5.1 numpy-1.15.1 oauthlib-2.1.0 pandas-0.23.4 papermill-0.14.1 paramiko-2.4.1 pathspec-0.5.7 pbr-4.2.0 portalocker-1.2.1 protobuf-3.6.1 pydocumentdb-2.3.2 pynacl-1.2.1 pyparsing-2.2.0 python-dotenv-0.9.0 requests-oauthlib-1.0.0 ruamel.yaml-0.15.51 s3transfer-0.1.13 scipy-1.1.0 scp-0.11.0 setuptools-39.1.0 sshtunnel-0.1.4 tabulate-0.8.2 tensorboard-1.9.0 tensorflow-gpu-1.9.0 termcolor-1.1.0 textwrap3-0.9.1 toolz-0.9.0 tqdm-4.23.4 vsts-cd-manager-1.0.2 websocket-client-0.51.0 werkzeug-0.14.1 wget-3.2 whoosh-2.7.4 xmltodict-0.11.0 yarl-1.2.6\n",
|
||||
"#\n",
|
||||
"# To activate this environment, use\n",
|
||||
"#\n",
|
||||
"# $ conda activate /home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d\n",
|
||||
"#\n",
|
||||
"# To deactivate an active environment, use\n",
|
||||
"#\n",
|
||||
"# $ conda deactivate\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"Running: ['/home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/bin/python', 'azureml-setup/run_script.py', '/home/jayaubuntudsvm/.azureml/envs/azureml_0961f65f05e3aaa4101dad5b3861013d/bin/python', 'azureml-setup/context_manager_injector.py', '-i', 'ProjectPythonPath:context_managers.ProjectPythonPath', '-i', 'OutputCollection:context_managers.RunHistory', 'train.py']\n",
|
||||
"Logging experiment running status in history service.\n",
|
||||
"Uploading experiment status to history service.\n",
|
||||
"Adding run profile attachment azureml-logs/80_driver_log.txt\n",
|
||||
"\n",
|
||||
"Streaming azureml-logs/80_driver_log.txt\n",
|
||||
"========================================\n",
|
||||
"\n",
|
||||
"Using TensorFlow backend.\n",
|
||||
"2018-08-31 18:05:53.410918: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA\n",
|
||||
"2018-08-31 18:05:53.546093: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1392] Found device 0 with properties: \n",
|
||||
"name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235\n",
|
||||
"pciBusID: 6f0b:00:00.0\n",
|
||||
"totalMemory: 11.17GiB freeMemory: 11.10GiB\n",
|
||||
"2018-08-31 18:05:53.546134: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1471] Adding visible gpu devices: 0\n",
|
||||
"2018-08-31 18:05:53.804893: I tensorflow/core/common_runtime/gpu/gpu_device.cc:952] Device interconnect StreamExecutor with strength 1 edge matrix:\n",
|
||||
"2018-08-31 18:05:53.804940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:958] 0 \n",
|
||||
"2018-08-31 18:05:53.804948: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0: N \n",
|
||||
"2018-08-31 18:05:53.805195: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1084] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10761 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 6f0b:00:00.0, compute capability: 3.7)\n",
|
||||
"Predicted: [[('n02127052', 'lynx', 0.9959085), ('n02128385', 'leopard', 0.0011504436), ('n02123159', 'tiger_cat', 0.0009417995)]]\n",
|
||||
"The experiment completed successfully. Starting post-processing steps.\n",
|
||||
"\n",
|
||||
"Execution Summary\n",
|
||||
"=================\n",
|
||||
"RunId: train-on-local_1535738630\n",
|
||||
"\n",
|
||||
"CPU times: user 3.89 s, sys: 198 ms, total: 4.08 s\n",
|
||||
"Wall time: 2min 41s\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"%%time \n",
|
||||
"print(\"Submitting an experiment.\")\n",
|
||||
"run = Run.submit(project_object = project,\n",
|
||||
" run_config = run_config, \n",
|
||||
" script_to_run = \"train.py\")\n",
|
||||
"\n",
|
||||
"# Shows output of the run on stdout.\n",
|
||||
"run.wait_for_completion(show_output = True)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 12,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"https://mlworkspace.azureml-test.net/portal/subscriptions/edf507a2-6235-46c5-b560-fd463ba2e771/resourceGroups/jayavienna/providers/Microsoft.MachineLearningServices/workspaces/jayavienna/history/train-on-local/runs/train-on-local_1535738630\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# import helpers.py\n",
|
||||
"import helpers\n",
|
||||
"print(helpers.get_run_history_url(run))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python [conda env:myenv]",
|
||||
"language": "python",
|
||||
"name": "conda-env-myenv-py"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.6.6"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
Загрузка…
Ссылка в новой задаче