From dc1235f81c0269942323321bc7e6a0b4c87b2e53 Mon Sep 17 00:00:00 2001 From: jhickszen Date: Mon, 24 Jan 2022 23:40:37 -0500 Subject: [PATCH 01/19] clean up azure dir --- content/Azure/01_intro_to_cloud_console.ipynb | 10 +- content/Azure/04_intro_to_cli.ipynb | 296 +---- .../Azure/05_intro_to_cloud_storage_cli.ipynb | 167 ++- content/Azure/06_running_analysis.ipynb | 1009 ++--------------- content/Azure/08_cleaning_up_resources.ipynb | 43 +- content/Azure/glossary.ipynb | 34 + content/Azure/intro_to_compute_cli.ipynb | 260 ----- content/_toc.yml | 1 + 8 files changed, 327 insertions(+), 1493 deletions(-) create mode 100644 content/Azure/glossary.ipynb delete mode 100644 content/Azure/intro_to_compute_cli.ipynb diff --git a/content/Azure/01_intro_to_cloud_console.ipynb b/content/Azure/01_intro_to_cloud_console.ipynb index d3e30aa..ccdbac9 100644 --- a/content/Azure/01_intro_to_cloud_console.ipynb +++ b/content/Azure/01_intro_to_cloud_console.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b6f03192", + "id": "b3a74289", "metadata": {}, "source": [ "# Introduction to the Azure Cloud Console\n", @@ -28,7 +28,7 @@ }, { "cell_type": "markdown", - "id": "abb35991", + "id": "926df543", "metadata": {}, "source": [ "## The Who, What, and Where of the Cloud\n", @@ -103,7 +103,7 @@ }, { "cell_type": "markdown", - "id": "ed7e581f", + "id": "b474c54d", "metadata": {}, "source": [ "## Services\n", @@ -112,7 +112,7 @@ "\n", "The Navigation Menu (often called the hamburger) is used to navigate to the various products, which are also sometimes called services.\n", "\n", - "![hamburger-navigation](img/hamburger-navigation.png)\n", + "![hamburger-navigation](images/hamburger-navigation.png)\n", "\n", " * Click on a product to navigate the product page\n", " * You can pin frequently used items on the top of this page by clicking on the pin icon. \n", @@ -130,7 +130,7 @@ }, { "cell_type": "markdown", - "id": "4537d270", + "id": "a25ba0f1", "metadata": {}, "source": [ "## Everything Else\n", diff --git a/content/Azure/04_intro_to_cli.ipynb b/content/Azure/04_intro_to_cli.ipynb index 09f62d7..f0b0cea 100644 --- a/content/Azure/04_intro_to_cli.ipynb +++ b/content/Azure/04_intro_to_cli.ipynb @@ -2,18 +2,18 @@ "cells": [ { "cell_type": "markdown", - "id": "f5be7a6c", + "id": "0fb9d517", "metadata": {}, "source": [ "# Introduction to the Azure CLI\n", "\n", "Learner Questions\n", " * How do I use the Cloud CLI?\n", - " * How do I use `az`?\n", + " * How do I use az?\n", "\n", "Learning Objectives\n", " * Find and use the \"Cloud Shell\" in the web console\n", - " * Use basic cloud CLI commands (`az`)\n", + " * Use basic cloud CLI commands (az)\n", " * Determine basic user/account settings.\n", " * Use environment variables for configuration - No hard coding\n", " * Understand the importance of using variables for configuration.\n", @@ -24,7 +24,7 @@ }, { "cell_type": "markdown", - "id": "b609b6ed", + "id": "7ec8b5bf", "metadata": {}, "source": [ "## Cloud Automation\n", @@ -38,7 +38,7 @@ }, { "cell_type": "markdown", - "id": "e8cda207", + "id": "68bd896e", "metadata": {}, "source": [ "## Open the Cloud Shell\n", @@ -48,13 +48,13 @@ "To use the Azure Cloud Shell:\n", " \n", " * Open up a Cloud Shell by clicking on the cloud shell icon (greater than sign followed by underscore) on the blue bar just to the right of search window. On first launch, Cloud Shell prompts to create a resource group, storage account, and Azure Files share on your behalf. This will open a cloud shell at the bottum of your browser window. You can choose a bash shell or Power shell.\n", - " * If you want a new cloud shell in a different window, click the new cloud shell button (file icon with '+' in upper right corner) on the cloud shell menu bar. This will create a new cloud shell window tab. **Note:** you may need to allow popups or enable popups for this website depending on the browser you use. You can also pull up the tab to increase the shell screen size.\n", + " * If you want a new cloud shell in a different window, click the new cloud shell button (file icon with + in upper right corner) on the cloud shell menu bar. This will create a new cloud shell window tab. **Note:** you may need to allow popups or enable popups for this website depending on the browser you use. You can also pull up the tab to increase the shell screen size.\n", " * To quit cloud shell type exit at the prompt." ] }, { "cell_type": "markdown", - "id": "1799e8dd", + "id": "d9583740", "metadata": {}, "source": [ "## Exercise\n", @@ -67,62 +67,37 @@ }, { "cell_type": "markdown", - "id": "da18d22e", + "id": "366108a9", "metadata": {}, "source": [ "## Basic Cloud Commands\n", "\n", "The cloud can also be controlled using a command line interface (CLI) or a programming language such as Python. Collectively these tools interact with the cloud over a Application Programming Interface (API) and this capability forms the basis of the cloud, the ability to control infrastructure programmatically. \n", "\n", - "For information about installing the Azure CLI for your OS see: https://docs.microsoft.com/en-us/cli/azure/install-azure-cli. If you are on your own OS you will need to login via `az login`.\n", + "For information about installing the Azure CLI for your OS see: https://docs.microsoft.com/en-us/cli/azure/install-azure-cli. If you are on your own OS you will need to login via az login.\n", "\n", - "The `az` command is used to control most aspects of Azure Cloud." + "The az command is used to control most aspects of Azure Cloud." ] }, { "cell_type": "markdown", - "id": "f7b90dba", + "id": "a68f3190", "metadata": {}, "source": [ "Now let us look at your account information (your details will be different). " ] }, { - "cell_type": "code", - "execution_count": 1, - "id": "27170c24", + "cell_type": "markdown", + "id": "c61af998", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\n", - " {\n", - " \"cloudName\": \"AzureCloud\",\n", - " \"id\": \"975b9702-e6b9-47b5-94a5-ca5f2b110ca8\",\n", - " \"isDefault\": true,\n", - " \"name\": \"class-dev\",\n", - " \"state\": \"Enabled\",\n", - " \"tenantId\": \"78ea4b46-9f08-4ef5-949b-2dae057c55d8\",\n", - " \"user\": {\n", - " \"assignedIdentityInfo\": \"MSI\",\n", - " \"name\": \"systemAssignedIdentity\",\n", - " \"type\": \"servicePrincipal\"\n", - " }\n", - " }\n", - "]\n", - "\u001b[0m" - ] - } - ], "source": [ - "az account list" + "# az account list" ] }, { "cell_type": "markdown", - "id": "e8feb7f2", + "id": "8b51b583", "metadata": {}, "source": [ "## Environment Variables\n", @@ -133,36 +108,24 @@ ] }, { - "cell_type": "code", - "execution_count": 2, - "id": "b8f74fe9-0943-4bd9-a91b-da09c001f8a1", + "cell_type": "markdown", + "id": "a67e26c4", "metadata": {}, - "outputs": [], "source": [ "TEST=1" ] }, { - "cell_type": "code", - "execution_count": 3, - "id": "b937f6c7-3697-4bc0-8e32-da0b0faec593", + "cell_type": "markdown", + "id": "2af53bf6", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1\n" - ] - } - ], "source": [ "echo $TEST" ] }, { "cell_type": "markdown", - "id": "78fe7013-a5ae-498f-aeab-ba1f3c710de1", + "id": "5d784f5c", "metadata": {}, "source": [ "Although we do not always need to, we should always enclose shell variables in double quotes and enclose the variable name in curly braces (funny things may happen otherwise). In most cases it is easier to do this every time than try to figure out when it is possible to use the short form. We only use the short form here when it is used frequently and known to always work.\n", @@ -171,108 +134,68 @@ ] }, { - "cell_type": "code", - "execution_count": 4, - "id": "bae0587c-0379-40e3-9c31-16ba5505487a", + "cell_type": "markdown", + "id": "f70908e5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "learner\n" - ] - } - ], "source": [ "echo \"${USER}\"" ] }, { - "cell_type": "code", - "execution_count": 5, - "id": "52b4add5-0d18-4faf-a304-b7e0ee8ba82e", + "cell_type": "markdown", + "id": "6c5bfd86", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "essentials\n" - ] - } - ], "source": [ "echo \"${HOSTNAME}\"" ] }, { "cell_type": "markdown", - "id": "0be0c5dc-8f65-4749-a56b-f47bbdeb6106", + "id": "0722637d", "metadata": {}, "source": [ - "If you are using the cloudshell then your hostname will look similar to `cc-2510c465-7677c9dc4c-fcl8k`" + "If you are using the cloudshell then your hostname will look similar to cc-2510c465-7677c9dc4c-fcl8k" ] }, { "cell_type": "markdown", - "id": "ef895f38-ad16-4f2d-aa18-ec913732dd69", + "id": "e07f6919", "metadata": {}, "source": [ "We can also use the output of commands to set string values." ] }, { - "cell_type": "code", - "execution_count": 6, - "id": "776806e4-209f-45fa-b14e-f771f5d5089d", + "cell_type": "markdown", + "id": "a90996d2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Thu Dec 2 17:16:22 UTC 2021\n" - ] - } - ], "source": [ - "date" + "# date" ] }, { - "cell_type": "code", - "execution_count": 7, - "id": "560fde63-0eb8-4c52-9787-4debfe35ec23", + "cell_type": "markdown", + "id": "20a5bdaa", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Date: Thu Dec 2 17:16:23 UTC 2021\n" - ] - } - ], "source": [ - "echo \"Date: $(date)\"" + "# echo \"Date: $(date)\"" ] }, { "cell_type": "markdown", - "id": "49c2302b", + "id": "108b3e76", "metadata": { "tags": [] }, "source": [ - "First, as with all Azure work we need to create a Resource Group (RG). A resource group is a logical container into which Azure resources are deployed and managed. Now let us combine all of the above to create a `RG` but first let us set a RG name and region env variable so we do not need to use the actual value in future commands.\n", + "First, as with all Azure work we need to create a Resource Group (RG). A resource group is a logical container into which Azure resources are deployed and managed. Now let us combine all of the above to create a RG but first let us set a RG name and region env variable so we do not need to use the actual value in future commands.\n", "\n", "Example:" ] }, { "cell_type": "markdown", - "id": "1f73131a", + "id": "1c87694c", "metadata": {}, "source": [ "Define some enviroment variables." @@ -280,7 +203,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "id": "d00a37e4", "metadata": {}, "outputs": [], @@ -290,175 +213,68 @@ ] }, { - "cell_type": "code", - "execution_count": 9, - "id": "d7988c45", + "cell_type": "markdown", + "id": "6b5db328", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rg-essentials\n" - ] - } - ], "source": [ - "echo $RG" + " # echo $RG" ] }, { - "cell_type": "code", - "execution_count": 13, - "id": "49f484a6", + "cell_type": "markdown", + "id": "b11e6783", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\n", - " \"id\": \"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/rg-essentials\",\n", - " \"location\": \"eastus\",\n", - " \"managedBy\": null,\n", - " \"name\": \"rg-essentials\",\n", - " \"properties\": {\n", - " \"provisioningState\": \"Succeeded\"\n", - " },\n", - " \"tags\": null,\n", - " \"type\": \"Microsoft.Resources/resourceGroups\"\n", - "}\n", - "\u001b[0m" - ] - } - ], "source": [ - "az group create --name $RG --location $REGION" + "# az group create --name $RG --location $REGION" ] }, { "cell_type": "markdown", - "id": "7fe71e66", + "id": "a22ac088", "metadata": {}, "source": [ - "Now use the `RG` environment variable to get information about your resource group. This information is available at any time with the following command not just at creation." + "Now use the RG environment variable to get information about your resource group. This information is available at any time with the following command not just at creation." ] }, { - "cell_type": "code", - "execution_count": 14, - "id": "31b01f78-94b1-44f0-a2af-d657058941b2", + "cell_type": "markdown", + "id": "1a7686fc", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\n", - " \"id\": \"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/rg-essentials\",\n", - " \"location\": \"eastus\",\n", - " \"managedBy\": null,\n", - " \"name\": \"rg-essentials\",\n", - " \"properties\": {\n", - " \"provisioningState\": \"Succeeded\"\n", - " },\n", - " \"tags\": null,\n", - " \"type\": \"Microsoft.Resources/resourceGroups\"\n", - "}\n", - "\u001b[0m" - ] - } - ], "source": [ - "az group show --resource-group $RG" + "# az group show --resource-group $RG" ] }, { "cell_type": "markdown", - "id": "270e0abb-d5e9-476a-af91-060cc0ea0349", + "id": "0eb11c11", "metadata": {}, "source": [ "## Exercise\n", "FIXME:\n", " * What command shows the project number? (hint: we used it already)\n", " * What is the name of this variable? (hint: it is case sensitive)\n", - " * What command shows *just* the Project Number (hint: use `--format`)\n", - " * Set the `PROJECT_NUMBER` environment variable with the correct value. (hint: be careful with punctuation and matching punctuation)" + " * What command shows *just* the Project Number (hint: use --format)\n", + " * Set the *PROJECT_NUMBER* environment variable with the correct value. (hint: be careful with punctuation and matching punctuation)" ] }, { "cell_type": "markdown", - "id": "3b744cd4-3c7e-43f2-83ae-0ff02ec9de83", + "id": "8da1b71e", "metadata": {}, "source": [ "## Advanced Call-Out: Formating Output.\n", "\n", - "The following example shows how to output the configuration as `JSON`." + "The following example shows how to output the configuration as JSON." ] }, { - "cell_type": "code", - "execution_count": 18, - "id": "678a1735-8cad-403c-b302-639de1fb0f4b", + "cell_type": "markdown", + "id": "8e241cd0", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[1;39m[\n", - " \u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"id\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/cloudshell\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"location\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"centralus\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"managedBy\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"name\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"cloudshell\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"properties\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"provisioningState\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Succeeded\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"tags\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"type\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Microsoft.Resources/resourceGroups\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"id\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/rg-essentials-dev\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"location\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"centralus\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"managedBy\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"name\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"rg-essentials-dev\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"properties\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"provisioningState\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Succeeded\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"tags\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"type\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Microsoft.Resources/resourceGroups\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"id\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/NetworkWatcherRG\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"location\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"eastus\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"managedBy\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"name\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"NetworkWatcherRG\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"properties\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"provisioningState\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Succeeded\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"tags\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"type\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Microsoft.Resources/resourceGroups\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"id\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"/subscriptions/975b9702-e6b9-47b5-94a5-ca5f2b110ca8/resourceGroups/rg-essentials\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"location\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"eastus\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"managedBy\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"name\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"rg-essentials\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"properties\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"provisioningState\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Succeeded\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"tags\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;30mnull\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"type\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"Microsoft.Resources/resourceGroups\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m\n", - "\u001b[1;39m]\u001b[0m\n" - ] - } - ], "source": [ - "az group list --output json | jq" + "# az group list --output json | jq" ] } ], diff --git a/content/Azure/05_intro_to_cloud_storage_cli.ipynb b/content/Azure/05_intro_to_cloud_storage_cli.ipynb index 5451fe8..ef2660e 100644 --- a/content/Azure/05_intro_to_cloud_storage_cli.ipynb +++ b/content/Azure/05_intro_to_cloud_storage_cli.ipynb @@ -45,9 +45,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'eastus' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mRG\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_rg\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mLOCATION\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0meastus\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mBLOB_CON\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_blob_cont\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mSTGE_ACCT\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_stor_ac\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mCTR\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_stge_ctr\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'eastus' is not defined" + ] + } + ], "source": [ "RG=\"demo_rg\"\n", "LOCATION=eastus\n", @@ -64,10 +76,8 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ "az group create --name $RG --location $LOCATION" ] @@ -87,12 +97,7 @@ "metadata": {}, "outputs": [], "source": [ - "az storage account create \\\n", - " --name $STGE_ACCT \\\n", - " --resource-group $RG \\\n", - " --location $LOCATION \\\n", - " --sku Standard_ZRS \\\n", - " --encryption-services blob\n" + "az storage account create --name $STGE_ACCT --resource-group $RG --location $LOCATION --sku Standard_ZRS --encryption-services blob" ] }, { @@ -105,10 +110,8 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ "az ad signed-in-user show --query objectId -o tsv | az role assignment create \\\n", " --role \"Storage Blob Data Contributor\" \\\n", @@ -124,15 +127,10 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "az storage container create \\\n", - " --account-name $STGE_ACCT \\\n", - " --name $CTR \\\n", - " --auth-mode login" + "az storage container create --account-name $STGE_ACCT --name $CTR --auth-mode login" ] }, { @@ -165,18 +163,27 @@ "Copy demo_file to your blob." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "az storage blob upload --account-name $STGE_ACCT --container-name $CTR --name demo_file --file demo_file --auth-mode login" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that the blob is there by Listing the blobs in the container. " + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "az storage blob upload \\\n", - " --account-name $STGE_ACCT \\\n", - " --container-name $CTR \\\n", - " --name demo_file \\\n", - " --file demo_file \\\n", - " --auth-mode login" + "az storage blob list --account-name $STGE_ACCT --container-name $CTR --output table --auth-mode login" ] }, { @@ -186,18 +193,43 @@ "Download the file we just uploaded." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "az storage blob download --account-name $STGE_ACCT --container-name $CTR --name demo_file --file demo_file_download file --auth-mode login" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In Cloud Shell type the following command:" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "az storage blob download \\\n", - " --account-name $STGE_ACCT \\\n", - " --container-name $STGE_ACCT \\\n", - " --name demo_file \\\n", - " --file ~/destination/path/for/file \\\n", - " --auth-mode login" + "ls demo_file_download" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that the downloaded file is the same file we uploaded." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "diff demo_file demo_file_download" ] }, { @@ -211,6 +243,75 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "We will clean up the resources in this lesson in the reverse order that we created them. \n", + "\n", + "## Blob\n", + "Delete a blob" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az storage blob delete --account-name $STGE_ACCT --container-name $CTR --name demo_file --auth-mode login" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify the blob was deleted" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az storage blob list --account-name $STGE_ACCT --container-name $CTR --output table --auth-mode login" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Storage Account\n", + "Delete the Storage Account." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az storage account delete -n $STGE_ACCT -g RG" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that the Storage Account has been deleted." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az storage account list | grep $STGE_ACCT" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Source Group\n", "By deleting the Resource Group, you will delete all resouce in that group.\n", "\n", "The --no-wait parameter keeps the CLI from blocking while the deletion takes place." diff --git a/content/Azure/06_running_analysis.ipynb b/content/Azure/06_running_analysis.ipynb index 2abf7ac..b5ce5ae 100644 --- a/content/Azure/06_running_analysis.ipynb +++ b/content/Azure/06_running_analysis.ipynb @@ -30,7 +30,7 @@ }, { "cell_type": "markdown", - "id": "6291edee-c2df-4941-9b8e-de42649640f9", + "id": "3a0fb40b", "metadata": {}, "source": [ "## Create a VM\n", @@ -47,7 +47,7 @@ }, { "cell_type": "markdown", - "id": "c87e200c-1d18-44f5-b4e6-28b697b04b3c", + "id": "26f414ef", "metadata": {}, "source": [ "## Connect to the VM\n", @@ -61,7 +61,7 @@ }, { "cell_type": "markdown", - "id": "44f32772-0abb-4fa7-a013-202fc646df5e", + "id": "41c471fb", "metadata": {}, "source": [ "```\n", @@ -84,7 +84,7 @@ }, { "cell_type": "markdown", - "id": "0ab6ad28-24bf-4c0f-b4dd-3be2ec25aaa7", + "id": "aa2c0f15", "metadata": {}, "source": [ "## Secure the VM\n", @@ -93,30 +93,9 @@ ] }, { - "cell_type": "code", - "execution_count": 1, - "id": "0f2df994-202e-4e3e-96c2-1536d8adb036", + "cell_type": "markdown", + "id": "d95ece63", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Get:1 http://security.debian.org/debian-security buster/updates InRelease [65.4 kB]\n", - "Hit:2 http://deb.debian.org/debian buster InRelease\n", - "Hit:3 http://deb.debian.org/debian buster-updates InRelease\n", - "Hit:4 http://deb.debian.org/debian buster-backports InRelease\n", - "Hit:5 http://packages.cloud.google.com/apt cloud-sdk-buster InRelease\n", - "Hit:6 http://packages.cloud.google.com/apt google-cloud-packages-archive-keyring-buster InRelease\n", - "Get:7 http://packages.cloud.google.com/apt google-compute-engine-buster-stable InRelease [5526 B]\n", - "Fetched 70.9 kB in 1s (91.3 kB/s) \u001b[0m\u001b[33m\n", - "Reading package lists... Done\n", - "Building dependency tree \n", - "Reading state information... Done\n", - "2 packages can be upgraded. Run 'apt list --upgradable' to see them.\n" - ] - } - ], "source": [ "sudo apt update\n", "sudo unattended-upgrades" @@ -124,7 +103,7 @@ }, { "cell_type": "markdown", - "id": "b7c4db9e-f098-41bc-80d2-b524444eec7f", + "id": "da999ac0", "metadata": {}, "source": [ "## Get Example Code\n", @@ -134,30 +113,18 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "05fadd30-4f35-4a93-b713-cc132131b948", + "execution_count": null, + "id": "0fc21993", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading package lists... Done\n", - "Building dependency tree \n", - "Reading state information... Done\n", - "git is already the newest version (1:2.20.1-2+deb10u3).\n", - "0 upgraded, 0 newly installed, 0 to remove and 2 not upgraded.\n" - ] - } - ], + "outputs": [], "source": [ "sudo apt-get install --yes git" ] }, { "cell_type": "code", - "execution_count": 3, - "id": "96db6a66-3fbf-419a-b8c8-dbb27639e990", + "execution_count": null, + "id": "3d30db18", "metadata": {}, "outputs": [], "source": [ @@ -166,28 +133,17 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "36554c99-ba08-4733-8ef2-e68d42d0d2b7", + "execution_count": null, + "id": "4a86fa33", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cloning into 'CLASS-Examples'...\n", - "remote: Enumerating objects: 66, done.\u001b[K\n", - "remote: Total 66 (delta 0), reused 0 (delta 0), pack-reused 66\u001b[K\n", - "Unpacking objects: 100% (66/66), done.\n" - ] - } - ], + "outputs": [], "source": [ "git clone https://github.internet2.edu/CLASS/CLASS-Examples.git" ] }, { "cell_type": "markdown", - "id": "3d2eb9fc-bec9-449d-a7ab-f3127f59d512", + "id": "5067f044", "metadata": {}, "source": [ "We now change the current directory to the `landsat` directory in the `CLASS-Examples` directory that was just created by the previous git command." @@ -195,8 +151,8 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "90c1cda7-60d4-44bb-84f8-e776a77a94ab", + "execution_count": null, + "id": "7510d393", "metadata": {}, "outputs": [], "source": [ @@ -205,7 +161,7 @@ }, { "cell_type": "markdown", - "id": "6ea81d23-e1b0-4cac-a3ac-fed7a9723eca", + "id": "80788411", "metadata": {}, "source": [ "Your prompt should now change showing the current directory as follows.\n", @@ -216,32 +172,17 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "55b628d5-6e5c-45a5-9cd3-c129db9cdcd2", + "execution_count": null, + "id": "6f213bfd", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 28\n", - "-rw-r--r-- 1 learner learner 960 Dec 17 19:00 ReadMe.md\n", - "-rw-r--r-- 1 learner learner 72 Dec 17 19:00 clean.sh\n", - "-rw-r--r-- 1 learner learner 613 Dec 17 19:00 combine.py\n", - "-rw-r--r-- 1 learner learner 280 Dec 17 19:00 download.sh\n", - "-rw-r--r-- 1 learner learner 314 Dec 17 19:00 get-index.sh\n", - "-rw-r--r-- 1 learner learner 76 Dec 17 19:00 search.json\n", - "-rw-r--r-- 1 learner learner 783 Dec 17 19:00 search.py\n" - ] - } - ], + "outputs": [], "source": [ "ls -l" ] }, { "cell_type": "markdown", - "id": "2b8b3144-7453-4350-a1cf-7fa74af2bcbf", + "id": "13168790", "metadata": {}, "source": [ "## Access the bucket\n", @@ -251,36 +192,17 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "e56ab74a-ae6d-4602-a26b-4a2656bd40cd", + "execution_count": null, + "id": "245f32a2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gs://gcp-public-data-landsat/index.csv.gz\n", - "gs://gcp-public-data-landsat/LC08/\n", - "gs://gcp-public-data-landsat/LE07/\n", - "gs://gcp-public-data-landsat/LM01/\n", - "gs://gcp-public-data-landsat/LM02/\n", - "gs://gcp-public-data-landsat/LM03/\n", - "gs://gcp-public-data-landsat/LM04/\n", - "gs://gcp-public-data-landsat/LM05/\n", - "gs://gcp-public-data-landsat/LO08/\n", - "gs://gcp-public-data-landsat/LT04/\n", - "gs://gcp-public-data-landsat/LT05/\n", - "gs://gcp-public-data-landsat/LT08/\n" - ] - } - ], + "outputs": [], "source": [ "gsutil ls gs://gcp-public-data-landsat/" ] }, { "cell_type": "markdown", - "id": "89acffba-cbce-436c-98dd-05467b6675a6", + "id": "9153424d", "metadata": {}, "source": [ "The index file is a list of all the files in the bucket and we can use it to search and filter files.\n", @@ -290,50 +212,27 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "bbe85b75-c7cd-40ed-a3b0-37cbd0a5f52e", + "execution_count": null, + "id": "e4ffd7e4", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: created directory 'data'\n" - ] - } - ], + "outputs": [], "source": [ "mkdir -v data" ] }, { "cell_type": "code", - "execution_count": 9, - "id": "18a9b71c-5871-4ce2-a202-b48ad04e8d38", + "execution_count": null, + "id": "f90b7dc4", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Copying gs://gcp-public-data-landsat/index.csv.gz...\n", - "==> NOTE: You are downloading one or more large file(s), which would \n", - "run significantly faster if you enabled sliced object downloads. This\n", - "feature is enabled by default but requires that compiled crcmod be\n", - "installed (see \"gsutil help crcmod\").\n", - "\n", - "\\ [1 files][761.0 MiB/761.0 MiB] 42.0 MiB/s \n", - "Operation completed over 1 objects/761.0 MiB. \n" - ] - } - ], + "outputs": [], "source": [ "gsutil cp gs://gcp-public-data-landsat/index.csv.gz data/" ] }, { "cell_type": "markdown", - "id": "76b905b4-1c2a-4960-a14f-974b77f671cd", + "id": "0837cf43", "metadata": {}, "source": [ "We will now uncompress the index file to make it easier to use. This may take some time depending on the machine type you are using." @@ -341,8 +240,8 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "2cdaf24c-c4aa-4e80-9236-939e7c982916", + "execution_count": null, + "id": "9ed5a46b", "metadata": {}, "outputs": [], "source": [ @@ -359,19 +258,10 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "b005876c-f9af-43d6-80c6-f04295413b9b", + "execution_count": null, + "id": "5f4031b0", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 2.6G\n", - "-rw-r--r-- 1 learner learner 2.6G Dec 17 19:01 index.csv\n" - ] - } - ], + "outputs": [], "source": [ "ls -lh data" ] @@ -386,21 +276,10 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "ffe969db-d207-44fe-8957-8d129c76ee8f", + "execution_count": null, + "id": "990f4c3f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "SCENE_ID,PRODUCT_ID,SPACECRAFT_ID,SENSOR_ID,DATE_ACQUIRED,COLLECTION_NUMBER,COLLECTION_CATEGORY,SENSING_TIME,DATA_TYPE,WRS_PATH,WRS_ROW,CLOUD_COVER,NORTH_LAT,SOUTH_LAT,WEST_LON,EAST_LON,TOTAL_SIZE,BASE_URL\n", - "LM51940171984262KIS00,LM05_L1GS_194017_19840918_20210913_01_T2,LANDSAT_5,MSS,1984-09-18,01,T2,1984-09-18T09:36:27.0970000Z,L1GS,194,17,51.0,62.58023,60.38359,14.45307,19.13901,34758212,gs://gcp-public-data-landsat/LM05/01/194/017/LM05_L1GS_194017_19840918_20210913_01_T2\n", - "LM10420331972311AAA04,LM01_L1TP_042033_19721106_20180429_01_T2,LANDSAT_1,MSS,1972-11-06,01,T2,1972-11-06T17:49:00.5000000Z,L1TP,42,33,3.0,39.68891,37.707,-115.59896,-112.90344,26932395,gs://gcp-public-data-landsat/LM01/01/042/033/LM01_L1TP_042033_19721106_20180429_01_T2\n", - "LT50150151992246PAC00,LT05_L1TP_015015_19920902_20170121_01_T1,LANDSAT_5,TM,1992-09-02,01,T1,1992-09-02T15:01:34.1390130Z,L1TP,15,15,90.0,65.32118,63.11726,-67.3438,-61.89671,118785510,gs://gcp-public-data-landsat/LT05/01/015/015/LT05_L1TP_015015_19920902_20170121_01_T1\n" - ] - } - ], + "outputs": [], "source": [ "head --lines=4 data/index.csv" ] @@ -417,36 +296,10 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "c5e300c3-e1f3-4cd4-9679-77725e61c4db", + "execution_count": null, + "id": "64ddd71e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "#!/usr/bin/python3\n", - "import json\n", - "import csv\n", - "import sys\n", - "\n", - "# Example: Burr Oak Tree\n", - "# 38.899313,-92.464562 (Lat north+, Long west-) ; Landsat Path 025, Row 033\n", - "config=json.load(open(\"search.json\"))\n", - "lat,lon=config['lat'],config['lon']\n", - "landsat=config['landsat']\n", - "\n", - "reader=csv.reader(sys.stdin)\n", - "header=next(reader) # skip header\n", - "for l in reader:\n", - " SCENE_ID,PRODUCT_ID,SPACECRAFT_ID,SENSOR_ID,DATE_ACQUIRED,COLLECTION_NUMBER,COLLECTION_CATEGORY,SENSING_TIME,DATA_TYPE,WRS_PATH,WRS_ROW,CLOUD_COVER,NORTH_LAT,SOUTH_LAT,WEST_LON,EAST_LON,TOTAL_SIZE,BASE_URL=l\n", - " west,east=float(WEST_LON),float(EAST_LON)\n", - " north,south=float(NORTH_LAT),float(SOUTH_LAT)\n", - " if SPACECRAFT_ID==landsat and north >= lat and south <= lat and west <= lon and east >= lon:\n", - " print(BASE_URL) # output BASE_URL\n" - ] - } - ], + "outputs": [], "source": [ "cat search.py" ] @@ -461,22 +314,10 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "c9872510-4265-4b0e-aeb5-5a829ff69b24", + "execution_count": null, + "id": "b7d84cb5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\n", - " \"lat\": 38.899313,\n", - " \"lon\": -92.464562,\n", - " \"landsat\": \"LANDSAT_8\"\n", - "}\n" - ] - } - ], + "outputs": [], "source": [ "cat search.json" ] @@ -491,22 +332,10 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "6912a9ec-0f9b-4500-ba20-d4280592b323", + "execution_count": null, + "id": "a201fd0e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1\n", - "gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1\n", - "gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20150127_20170302_01_T1\n", - "gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20161028_20170219_01_T1\n", - "gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20191224_20200110_01_T1\n" - ] - } - ], + "outputs": [], "source": [ "head --lines=200000 data/index.csv | python3 search.py" ] @@ -523,27 +352,10 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "3572c518-df83-4906-bfa6-a37bde2a5063", + "execution_count": null, + "id": "3ac78b3c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "#!/bin/bash\n", - "\n", - "# Read space separated URL from STDIN and download \n", - "while read -r URL ; do\n", - " echo \"+++ $URL\"\n", - " # -m parallel\n", - " # -n no-clobber (do not re-download data)\n", - " # -r recursive (download all the data in the specified URL)\n", - " gsutil -m cp -n -r \"${URL}/\" data/\n", - "done\n" - ] - } - ], + "outputs": [], "source": [ "cat download.sh" ] @@ -558,64 +370,12 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "cccec3e1-0dcd-4e3b-a059-a884f5219b66", + "execution_count": null, + "id": "2e93f083", "metadata": { - "scrolled": true, "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+++ gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_ANG.txt...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B3.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B9.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B4.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B1.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B8.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B6.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_BQA.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B11.TIF...\n", - "==> NOTE: You are downloading one or more large file(s), which would\n", - "run significantly faster if you enabled sliced object downloads. This\n", - "feature is enabled by default but requires that compiled crcmod be\n", - "installed (see \"gsutil help crcmod\").\n", - "\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B10.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_MTL.txt...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B5.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B2.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20211010_20211018_01_T1/LC08_L1TP_025033_20211010_20211018_01_T1_B7.TIF...\n", - "| [14/14 files][997.2 MiB/997.2 MiB] 100% Done 65.3 MiB/s ETA 00:00:00 \n", - "Operation completed over 14 objects/997.2 MiB. \n", - "+++ gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_ANG.txt...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B1.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B11.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B10.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B8.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B9.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B3.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_BQA.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B6.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B7.TIF...\n", - "==> NOTE: You are downloading one or more large file(s), which would \n", - "run significantly faster if you enabled sliced object downloads. This\n", - "feature is enabled by default but requires that compiled crcmod be\n", - "installed (see \"gsutil help crcmod\").\n", - "\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B2.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_MTL.txt...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B4.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20170913_20170928_01_T1/LC08_L1TP_025033_20170913_20170928_01_T1_B5.TIF...\n", - "- [14/14 files][979.2 MiB/979.2 MiB] 100% Done 14.9 MiB/s ETA 00:00:00 \n", - "Operation completed over 14 objects/979.2 MiB. \n" - ] - } - ], + "outputs": [], "source": [ "head --lines=200000 data/index.csv | python3 search.py | head --lines=2 | bash download.sh" ] @@ -630,21 +390,10 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "a37c1567-14b5-4dc7-bc27-d1b84411fce1", + "execution_count": null, + "id": "271c7c4c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 2665792\n", - "drwxr-xr-x 2 learner learner 4096 Dec 17 19:02 \u001b[0m\u001b[01;34mLC08_L1TP_025033_20170913_20170928_01_T1\u001b[0m\n", - "drwxr-xr-x 2 learner learner 4096 Dec 17 19:01 \u001b[01;34mLC08_L1TP_025033_20211010_20211018_01_T1\u001b[0m\n", - "-rw-r--r-- 1 learner learner 2729754843 Dec 17 19:01 index.csv\n" - ] - } - ], + "outputs": [], "source": [ "ls -l data" ] @@ -661,57 +410,20 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "0c027e92-ae6f-4152-b8d6-5a70172de3e2", + "execution_count": null, + "id": "e41b58c6", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "#!/usr/bin/python3\n", - "import os\n", - "import rasterio\n", - "\n", - "# Open the first directory in data, could walk entire tree\n", - "for dirname, dirs, files in os.walk('data'):\n", - " source = dirs[0]\n", - " break\n", - "\n", - "# Open band (B2/Blue) and copy metadata for result.\n", - "with rasterio.open(\"data/%s/%s_B2.TIF\" % (source, source)) as band2:\n", - " meta = band2.meta\n", - "\n", - "# Combine bands into PNG\n", - "meta.update(count = 3, driver='PNG')\n", - "with rasterio.open(\"output/result-%s.png\" % source, 'w+', **meta) as output:\n", - " for i in range(1, 4):\n", - " print(source, i)\n", - " output.write_band(i,rasterio.open(\"data/%s/%s_B%d.TIF\" % (source, source, i+3)).read(1))\n" - ] - } - ], + "outputs": [], "source": [ "cat combine.py" ] }, { "cell_type": "code", - "execution_count": 20, - "id": "77999a80-7cfd-46d3-86a6-05d199f7e66d", + "execution_count": null, + "id": "194c8cef", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\n", - " File \"combine.py\", line 3, in \n", - " import rasterio\n", - "ModuleNotFoundError: No module named 'rasterio'\n" - ] - } - ], + "outputs": [], "source": [ "python3 combine.py\n", "/bin/true # ignore this line used for jupyter" @@ -728,471 +440,12 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "b5a2b29b-9c1d-4376-a3eb-4a3dc4bac160", + "execution_count": null, + "id": "659ed9d0", "metadata": { - "scrolled": true, "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: created directory 'output/'\n", - "Reading package lists... Done\n", - "Building dependency tree \n", - "Reading state information... Done\n", - "The following additional packages will be installed:\n", - " fontconfig-config fonts-dejavu-core gdal-data libaec0 libarmadillo9\n", - " libarpack2 libblas3 libcharls2 libdap25 libdapclient6v5 libdapserver7v5\n", - " libepsilon1 libfontconfig1 libfreexl1 libfyba0 libgdal20 libgeos-3.7.1\n", - " libgeos-c1v5 libgeotiff2 libgfortran5 libgif7 libhdf4-0-alt libhdf5-103\n", - " libicu63 libjbig0 libjpeg62-turbo libkmlbase1 libkmlconvenience1 libkmldom1\n", - " libkmlengine1 libkmlregionator1 libkmlxsd1 liblapack3 liblcms2-2 libltdl7\n", - " libmariadb3 libminizip1 libnetcdf13 libnspr4 libnss3 libodbc1 libogdi3.2\n", - " libopenjp2-7 libpoppler82 libpq5 libproj13 libqhull7 libspatialite7\n", - " libsuperlu5 libsz2 libtiff5 liburiparser1 libwebp6 libxerces-c3.2 libxml2\n", - " libxslt1.1 mariadb-common mysql-common odbcinst odbcinst1debian2\n", - " poppler-data proj-bin proj-data python3-affine python3-attr python3-bs4\n", - " python3-chardet python3-click python3-click-plugins python3-cligj\n", - " python3-colorama python3-html5lib python3-lxml python3-numpy\n", - " python3-pyparsing python3-snuggs python3-soupsieve python3-webencodings\n", - "Suggested packages:\n", - " geotiff-bin gdal-bin libgeotiff-epsg libhdf4-doc libhdf4-alt-dev hdf4-tools\n", - " liblcms2-utils libmyodbc odbc-postgresql tdsodbc unixodbc-bin ogdi-bin\n", - " poppler-utils ghostscript fonts-japanese-mincho | fonts-ipafont-mincho\n", - " fonts-japanese-gothic | fonts-ipafont-gothic fonts-arphic-ukai\n", - " fonts-arphic-uming fonts-nanum python-attr-doc python3-genshi\n", - " python3-lxml-dbg python-lxml-doc gfortran python-numpy-doc python3-pytest\n", - " python3-numpy-dbg python-pyparsing-doc\n", - "The following NEW packages will be installed:\n", - " fontconfig-config fonts-dejavu-core gdal-data libaec0 libarmadillo9\n", - " libarpack2 libblas3 libcharls2 libdap25 libdapclient6v5 libdapserver7v5\n", - " libepsilon1 libfontconfig1 libfreexl1 libfyba0 libgdal20 libgeos-3.7.1\n", - " libgeos-c1v5 libgeotiff2 libgfortran5 libgif7 libhdf4-0-alt libhdf5-103\n", - " libicu63 libjbig0 libjpeg62-turbo libkmlbase1 libkmlconvenience1 libkmldom1\n", - " libkmlengine1 libkmlregionator1 libkmlxsd1 liblapack3 liblcms2-2 libltdl7\n", - " libmariadb3 libminizip1 libnetcdf13 libnspr4 libnss3 libodbc1 libogdi3.2\n", - " libopenjp2-7 libpoppler82 libpq5 libproj13 libqhull7 libspatialite7\n", - " libsuperlu5 libsz2 libtiff5 liburiparser1 libwebp6 libxerces-c3.2 libxml2\n", - " libxslt1.1 mariadb-common mysql-common odbcinst odbcinst1debian2\n", - " poppler-data proj-bin proj-data python3-affine python3-attr python3-bs4\n", - " python3-chardet python3-click python3-click-plugins python3-cligj\n", - " python3-colorama python3-html5lib python3-lxml python3-numpy\n", - " python3-pyparsing python3-rasterio python3-snuggs python3-soupsieve\n", - " python3-webencodings\n", - "0 upgraded, 79 newly installed, 0 to remove and 2 not upgraded.\n", - "Need to get 46.8 MB of archives.\n", - "After this operation, 172 MB of additional disk space will be used.\n", - "Get:1 http://security.debian.org/debian-security buster/updates/main amd64 libicu63 amd64 63.1-6+deb10u2 [8300 kB]\n", - "Get:2 http://deb.debian.org/debian buster/main amd64 poppler-data all 0.4.9-2 [1473 kB]\n", - "Get:3 http://deb.debian.org/debian buster/main amd64 fonts-dejavu-core all 2.37-1 [1068 kB]\n", - "Get:4 http://deb.debian.org/debian buster/main amd64 fontconfig-config all 2.13.1-2 [280 kB]\n", - "Get:5 http://deb.debian.org/debian buster/main amd64 gdal-data all 2.4.0+dfsg-1 [744 kB]\n", - "Get:6 http://deb.debian.org/debian buster/main amd64 libaec0 amd64 1.0.2-1 [20.1 kB]\n", - "Get:7 http://deb.debian.org/debian buster/main amd64 libgfortran5 amd64 8.3.0-6 [581 kB]\n", - "Get:8 http://deb.debian.org/debian buster/main amd64 libblas3 amd64 3.8.0-2 [148 kB]\n", - "Get:9 http://deb.debian.org/debian buster/main amd64 liblapack3 amd64 3.8.0-2 [2110 kB]\n", - "Get:10 http://deb.debian.org/debian buster/main amd64 libarpack2 amd64 3.7.0-2 [102 kB]\n", - "Get:11 http://deb.debian.org/debian buster/main amd64 libsuperlu5 amd64 5.2.1+dfsg1-4 [161 kB]\n", - "Get:12 http://deb.debian.org/debian buster/main amd64 libarmadillo9 amd64 1:9.200.7+dfsg-1 [88.6 kB]\n", - "Get:13 http://deb.debian.org/debian buster/main amd64 libcharls2 amd64 2.0.0+dfsg-1 [64.3 kB]\n", - "Get:14 http://deb.debian.org/debian buster/main amd64 libxml2 amd64 2.9.4+dfsg1-7+deb10u2 [689 kB]\n", - "Get:15 http://security.debian.org/debian-security buster/updates/main amd64 libtiff5 amd64 4.1.0+git191117-2~deb10u3 [271 kB]\n", - "Get:16 http://security.debian.org/debian-security buster/updates/main amd64 libnss3 amd64 2:3.42.1-1+deb10u4 [1161 kB]\n", - "Get:17 http://deb.debian.org/debian buster/main amd64 libdap25 amd64 3.20.3-1 [557 kB]\n", - "Get:18 http://deb.debian.org/debian buster/main amd64 libdapclient6v5 amd64 3.20.3-1 [202 kB]\n", - "Get:19 http://deb.debian.org/debian buster/main amd64 libdapserver7v5 amd64 3.20.3-1 [131 kB]\n", - "Get:20 http://security.debian.org/debian-security buster/updates/main amd64 libpq5 amd64 11.14-0+deb10u1 [171 kB]\n", - "Get:21 http://deb.debian.org/debian buster/main amd64 libepsilon1 amd64 0.9.2+dfsg-4 [42.0 kB]\n", - "Get:22 http://deb.debian.org/debian buster/main amd64 libfontconfig1 amd64 2.13.1-2 [346 kB]\n", - "Get:23 http://deb.debian.org/debian buster/main amd64 libfreexl1 amd64 1.0.5-3 [34.1 kB]\n", - "Get:24 http://deb.debian.org/debian buster/main amd64 libfyba0 amd64 4.1.1-6 [114 kB]\n", - "Get:25 http://deb.debian.org/debian buster/main amd64 libgeos-3.7.1 amd64 3.7.1-1 [735 kB]\n", - "Get:26 http://deb.debian.org/debian buster/main amd64 libgeos-c1v5 amd64 3.7.1-1 [299 kB]\n", - "Get:27 http://deb.debian.org/debian buster/main amd64 proj-data all 5.2.0-1 [6986 kB]\n", - "Get:28 http://deb.debian.org/debian buster/main amd64 libproj13 amd64 5.2.0-1 [225 kB]\n", - "Get:29 http://deb.debian.org/debian buster/main amd64 libjbig0 amd64 2.1-3.1+b2 [31.0 kB]\n", - "Get:30 http://deb.debian.org/debian buster/main amd64 libjpeg62-turbo amd64 1:1.5.2-2+deb10u1 [133 kB]\n", - "Get:31 http://deb.debian.org/debian buster/main amd64 libwebp6 amd64 0.6.1-2+deb10u1 [261 kB]\n", - "Get:32 http://deb.debian.org/debian buster/main amd64 libgeotiff2 amd64 1.4.3-1 [72.0 kB]\n", - "Get:33 http://deb.debian.org/debian buster/main amd64 libgif7 amd64 5.1.4-3 [43.3 kB]\n", - "Get:34 http://deb.debian.org/debian buster/main amd64 libhdf4-0-alt amd64 4.2.13-4 [277 kB]\n", - "Get:35 http://deb.debian.org/debian buster/main amd64 libsz2 amd64 1.0.2-1 [6676 B]\n", - "Get:36 http://deb.debian.org/debian buster/main amd64 libhdf5-103 amd64 1.10.4+repack-10 [1325 kB]\n", - "Get:37 http://deb.debian.org/debian buster/main amd64 libminizip1 amd64 1.1-8+b1 [20.4 kB]\n", - "Get:38 http://deb.debian.org/debian buster/main amd64 liburiparser1 amd64 0.9.1-1 [47.8 kB]\n", - "Get:39 http://deb.debian.org/debian buster/main amd64 libkmlbase1 amd64 1.3.0-7 [48.9 kB]\n", - "Get:40 http://deb.debian.org/debian buster/main amd64 libkmldom1 amd64 1.3.0-7 [172 kB]\n", - "Get:41 http://deb.debian.org/debian buster/main amd64 libkmlengine1 amd64 1.3.0-7 [78.4 kB]\n", - "Get:42 http://deb.debian.org/debian buster/main amd64 libkmlconvenience1 amd64 1.3.0-7 [50.1 kB]\n", - "Get:43 http://deb.debian.org/debian buster/main amd64 libkmlregionator1 amd64 1.3.0-7 [25.1 kB]\n", - "Get:44 http://deb.debian.org/debian buster/main amd64 libkmlxsd1 amd64 1.3.0-7 [34.6 kB]\n", - "Get:45 http://deb.debian.org/debian buster/main amd64 mysql-common all 5.8+1.0.5 [7324 B]\n", - "Get:46 http://deb.debian.org/debian buster/main amd64 mariadb-common all 1:10.3.31-0+deb10u1 [32.7 kB]\n", - "Get:47 http://deb.debian.org/debian buster/main amd64 libmariadb3 amd64 1:10.3.31-0+deb10u1 [173 kB]\n", - "Get:48 http://deb.debian.org/debian buster/main amd64 libnetcdf13 amd64 1:4.6.2-1 [403 kB]\n", - "Get:49 http://deb.debian.org/debian buster/main amd64 libltdl7 amd64 2.4.6-9 [390 kB]\n", - "Get:50 http://deb.debian.org/debian buster/main amd64 libodbc1 amd64 2.3.6-0.1 [223 kB]\n", - "Get:51 http://deb.debian.org/debian buster/main amd64 libogdi3.2 amd64 3.2.1+ds-4 [241 kB]\n", - "Get:52 http://deb.debian.org/debian buster/main amd64 libopenjp2-7 amd64 2.3.0-2+deb10u2 [158 kB]\n", - "Get:53 http://deb.debian.org/debian buster/main amd64 liblcms2-2 amd64 2.9-3 [145 kB]\n", - "Get:54 http://deb.debian.org/debian buster/main amd64 libnspr4 amd64 2:4.20-1 [112 kB]\n", - "Get:55 http://deb.debian.org/debian buster/main amd64 libpoppler82 amd64 0.71.0-5 [1507 kB]\n", - "Get:56 http://deb.debian.org/debian buster/main amd64 libqhull7 amd64 2015.2-4 [196 kB]\n", - "Get:57 http://deb.debian.org/debian buster/main amd64 libspatialite7 amd64 4.3.0a-5+b2 [1256 kB]\n", - "Get:58 http://deb.debian.org/debian buster/main amd64 libxerces-c3.2 amd64 3.2.2+debian-1+deb10u1 [886 kB]\n", - "Get:59 http://deb.debian.org/debian buster/main amd64 odbcinst amd64 2.3.6-0.1 [48.4 kB]\n", - "Get:60 http://deb.debian.org/debian buster/main amd64 odbcinst1debian2 amd64 2.3.6-0.1 [78.1 kB]\n", - "Get:61 http://deb.debian.org/debian buster/main amd64 libgdal20 amd64 2.4.0+dfsg-1+b1 [6171 kB]\n", - "Get:62 http://deb.debian.org/debian buster/main amd64 libxslt1.1 amd64 1.1.32-2.2~deb10u1 [237 kB]\n", - "Get:63 http://deb.debian.org/debian buster/main amd64 proj-bin amd64 5.2.0-1 [105 kB]\n", - "Get:64 http://deb.debian.org/debian buster/main amd64 python3-affine all 2.2.2-1 [14.5 kB]\n", - "Get:65 http://deb.debian.org/debian buster/main amd64 python3-attr all 18.2.0-1 [37.3 kB]\n", - "Get:66 http://deb.debian.org/debian buster/main amd64 python3-soupsieve all 1.8+dfsg-1 [27.6 kB]\n", - "Get:67 http://deb.debian.org/debian buster/main amd64 python3-bs4 all 4.7.1-1 [94.1 kB]\n", - "Get:68 http://deb.debian.org/debian buster/main amd64 python3-chardet all 3.0.4-3 [80.5 kB]\n", - "Get:69 http://deb.debian.org/debian buster/main amd64 python3-colorama all 0.3.7-1 [18.1 kB]\n", - "Get:70 http://deb.debian.org/debian buster/main amd64 python3-click all 7.0-1 [73.6 kB]\n", - "Get:71 http://deb.debian.org/debian buster/main amd64 python3-click-plugins all 1.0.4-1 [7540 B]\n", - "Get:72 http://deb.debian.org/debian buster/main amd64 python3-cligj all 0.5.0-1 [8212 B]\n", - "Get:73 http://deb.debian.org/debian buster/main amd64 python3-webencodings all 0.5.1-1 [10.9 kB]\n", - "Get:74 http://deb.debian.org/debian buster/main amd64 python3-html5lib all 1.0.1-1 [89.5 kB]\n", - "Get:75 http://deb.debian.org/debian buster/main amd64 python3-lxml amd64 4.3.2-1+deb10u3 [1162 kB]\n", - "Get:76 http://deb.debian.org/debian buster/main amd64 python3-numpy amd64 1:1.16.2-1 [2119 kB]\n", - "Get:77 http://deb.debian.org/debian buster/main amd64 python3-pyparsing all 2.2.0+dfsg1-2 [89.6 kB]\n", - "Get:78 http://deb.debian.org/debian buster/main amd64 python3-snuggs all 1.4.3-1 [7228 B]\n", - "Get:79 http://deb.debian.org/debian buster/main amd64 python3-rasterio amd64 1.0.21-1 [818 kB]\n", - "Fetched 46.8 MB in 1s (85.4 MB/s) \n", - "Extracting templates from packages: 100%\n", - "Preconfiguring packages ...\n", - "Selecting previously unselected package poppler-data.\n", - "(Reading database ... 57529 files and directories currently installed.)\n", - "Preparing to unpack .../00-poppler-data_0.4.9-2_all.deb ...\n", - "Unpacking poppler-data (0.4.9-2) ...\n", - "Selecting previously unselected package fonts-dejavu-core.\n", - "Preparing to unpack .../01-fonts-dejavu-core_2.37-1_all.deb ...\n", - "Unpacking fonts-dejavu-core (2.37-1) ...\n", - "Selecting previously unselected package fontconfig-config.\n", - 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"Selecting previously unselected package python3-lxml:amd64.\n", - "Preparing to unpack .../74-python3-lxml_4.3.2-1+deb10u3_amd64.deb ...\n", - "Unpacking python3-lxml:amd64 (4.3.2-1+deb10u3) ...\n", - "Selecting previously unselected package python3-numpy.\n", - "Preparing to unpack .../75-python3-numpy_1%3a1.16.2-1_amd64.deb ...\n", - "Unpacking python3-numpy (1:1.16.2-1) ...\n", - "Selecting previously unselected package python3-pyparsing.\n", - "Preparing to unpack .../76-python3-pyparsing_2.2.0+dfsg1-2_all.deb ...\n", - "Unpacking python3-pyparsing (2.2.0+dfsg1-2) ...\n", - "Selecting previously unselected package python3-snuggs.\n", - "Preparing to unpack .../77-python3-snuggs_1.4.3-1_all.deb ...\n", - "Unpacking python3-snuggs (1.4.3-1) ...\n", - "Selecting previously unselected package python3-rasterio.\n", - "Preparing to unpack .../78-python3-rasterio_1.0.21-1_amd64.deb ...\n", - "Unpacking python3-rasterio (1.0.21-1) ...\n", - "Setting up liblcms2-2:amd64 (2.9-3) ...\n", - "Setting up python3-attr (18.2.0-1) ...\n", - "Setting up mysql-common (5.8+1.0.5) ...\n", - "update-alternatives: using /etc/mysql/my.cnf.fallback to provide /etc/mysql/my.cnf (my.cnf) in auto mode\n", - "Setting up proj-data (5.2.0-1) ...\n", - "Setting up python3-colorama (0.3.7-1) ...\n", - "Setting up libcharls2:amd64 (2.0.0+dfsg-1) ...\n", - "Setting up libminizip1:amd64 (1.1-8+b1) ...\n", - "Setting up libproj13:amd64 (5.2.0-1) ...\n", - "Setting up libpq5:amd64 (11.14-0+deb10u1) ...\n", - "Setting up proj-bin (5.2.0-1) ...\n", - "Setting up libqhull7:amd64 (2015.2-4) ...\n", - "Setting up python3-click (7.0-1) ...\n", - "Setting up libepsilon1:amd64 (0.9.2+dfsg-4) ...\n", - "Setting up libjbig0:amd64 (2.1-3.1+b2) ...\n", - "Setting up python3-webencodings (0.5.1-1) ...\n", - "Setting up libgeos-3.7.1:amd64 (3.7.1-1) ...\n", - "Setting up libaec0:amd64 (1.0.2-1) ...\n", - "Setting up libicu63:amd64 (63.1-6+deb10u2) ...\n", - "Setting up gdal-data (2.4.0+dfsg-1) ...\n", - "Setting up poppler-data (0.4.9-2) ...\n", - "Setting up mariadb-common (1:10.3.31-0+deb10u1) ...\n", - "update-alternatives: using /etc/mysql/mariadb.cnf to provide /etc/mysql/my.cnf (my.cnf) in auto mode\n", - "Setting up python3-chardet (3.0.4-3) ...\n", - "Setting up libjpeg62-turbo:amd64 (1:1.5.2-2+deb10u1) ...\n", - "Setting up python3-pyparsing (2.2.0+dfsg1-2) ...\n", - "Setting up libnspr4:amd64 (2:4.20-1) ...\n", - "Setting up libwebp6:amd64 (0.6.1-2+deb10u1) ...\n", - "Setting up libgeos-c1v5:amd64 (3.7.1-1) ...\n", - "Setting up python3-click-plugins (1.0.4-1) ...\n", - "Setting up libmariadb3:amd64 (1:10.3.31-0+deb10u1) ...\n", - "Setting up fonts-dejavu-core (2.37-1) ...\n", - "Setting up python3-html5lib (1.0.1-1) ...\n", - "Setting up libltdl7:amd64 (2.4.6-9) ...\n", - "Setting up libgfortran5:amd64 (8.3.0-6) ...\n", - "Setting up libhdf4-0-alt (4.2.13-4) ...\n", - "Setting up libgif7:amd64 (5.1.4-3) ...\n", - "Setting up liburiparser1:amd64 (0.9.1-1) ...\n", - "Setting up libfreexl1:amd64 (1.0.5-3) ...\n", - "Setting up libfyba0:amd64 (4.1.1-6) ...\n", - "Setting up libkmlbase1:amd64 (1.3.0-7) ...\n", - "Setting up libopenjp2-7:amd64 (2.3.0-2+deb10u2) ...\n", - "Setting up libtiff5:amd64 (4.1.0+git191117-2~deb10u3) ...\n", - "Setting up python3-affine (2.2.2-1) ...\n", - "Setting up libxml2:amd64 (2.9.4+dfsg1-7+deb10u2) ...\n", - "Setting up python3-soupsieve (1.8+dfsg-1) ...\n", - "Setting up libsz2:amd64 (1.0.2-1) ...\n", - "Setting up libkmlxsd1:amd64 (1.3.0-7) ...\n", - "Setting up libkmldom1:amd64 (1.3.0-7) ...\n", - "Setting up libspatialite7:amd64 (4.3.0a-5+b2) ...\n", - "Setting up libogdi3.2 (3.2.1+ds-4) ...\n", - "Setting up libxerces-c3.2:amd64 (3.2.2+debian-1+deb10u1) ...\n", - "Setting up libkmlengine1:amd64 (1.3.0-7) ...\n", - "Setting up libkmlconvenience1:amd64 (1.3.0-7) ...\n", - "Setting up fontconfig-config (2.13.1-2) ...\n", - "Setting up python3-cligj (0.5.0-1) ...\n", - "Setting up libdap25:amd64 (3.20.3-1) ...\n", - "Setting up libnss3:amd64 (2:3.42.1-1+deb10u4) ...\n", - "Setting up libdapserver7v5:amd64 (3.20.3-1) ...\n", - "Setting up python3-bs4 (4.7.1-1) ...\n", - "Setting up libgeotiff2:amd64 (1.4.3-1) ...\n", - "Setting up libblas3:amd64 (3.8.0-2) ...\n", - "update-alternatives: using /usr/lib/x86_64-linux-gnu/blas/libblas.so.3 to provide /usr/lib/x86_64-linux-gnu/libblas.so.3 (libblas.so.3-x86_64-linux-gnu) in auto mode\n", - "Setting up libkmlregionator1:amd64 (1.3.0-7) ...\n", - "Setting up libhdf5-103:amd64 (1.10.4+repack-10) ...\n", - "Setting up libodbc1:amd64 (2.3.6-0.1) ...\n", - "Setting up libxslt1.1:amd64 (1.1.32-2.2~deb10u1) ...\n", - "Setting up libdapclient6v5:amd64 (3.20.3-1) ...\n", - "Setting up libfontconfig1:amd64 (2.13.1-2) ...\n", - "Setting up liblapack3:amd64 (3.8.0-2) ...\n", - "update-alternatives: using /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3 to provide /usr/lib/x86_64-linux-gnu/liblapack.so.3 (liblapack.so.3-x86_64-linux-gnu) in auto mode\n", - "Setting up libarpack2:amd64 (3.7.0-2) ...\n", - "Setting up libsuperlu5:amd64 (5.2.1+dfsg1-4) ...\n", - "Setting up libpoppler82:amd64 (0.71.0-5) ...\n", - "Setting up libnetcdf13:amd64 (1:4.6.2-1) ...\n", - "Setting up python3-numpy (1:1.16.2-1) ...\n", - "Setting up python3-lxml:amd64 (4.3.2-1+deb10u3) ...\n", - "Setting up libarmadillo9 (1:9.200.7+dfsg-1) ...\n", - "Setting up python3-snuggs (1.4.3-1) ...\n", - "Setting up odbcinst (2.3.6-0.1) ...\n", - "Setting up odbcinst1debian2:amd64 (2.3.6-0.1) ...\n", - "Setting up libgdal20 (2.4.0+dfsg-1+b1) ...\n", - "Setting up python3-rasterio (1.0.21-1) ...\n", - "Processing triggers for libc-bin (2.28-10) ...\n", - "Processing triggers for man-db (2.8.5-2) ...\n" - ] - } - ], + "outputs": [], "source": [ "mkdir -v output/\n", "sudo apt-get install python3-rasterio --yes" @@ -1200,21 +453,10 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "b9e367a0-26ce-42ce-bb04-6a432f41876e", + "execution_count": null, + "id": "45a25550", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "LC08_L1TP_025033_20211010_20211018_01_T1 1\n", - "LC08_L1TP_025033_20211010_20211018_01_T1 2\n", - "LC08_L1TP_025033_20211010_20211018_01_T1 3\n", - "ERROR 4: output/result-LC08_L1TP_025033_20211010_20211018_01_T1.png: No such file or directory\n" - ] - } - ], + "outputs": [], "source": [ "/usr/bin/python3 combine.py" ] @@ -1237,20 +479,10 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "db9f26aa-6317-4834-8bf1-972c8b3cc032", + "execution_count": null, + "id": "7f3f6f0b", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 195M\n", - "-rw-r--r-- 1 learner learner 195M Dec 17 19:03 \u001b[0m\u001b[01;35mresult-LC08_L1TP_025033_20211010_20211018_01_T1.png\u001b[0m\n", - "-rw-r--r-- 1 learner learner 910 Dec 17 19:03 result-LC08_L1TP_025033_20211010_20211018_01_T1.png.aux.xml\n" - ] - } - ], + "outputs": [], "source": [ "ls -lh output" ] @@ -1278,18 +510,10 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "f36cb8c5-f305-4cb2-a5cc-0c9fd8592fb4", + "execution_count": null, + "id": "715291b5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "bucket: essentials-learner-2021-12-17 region: us-west2\n" - ] - } - ], + "outputs": [], "source": [ "BUCKET=\"essentials-${USER}-$(date +%F)\"\n", "REGION=\"us-west2\"\n", @@ -1297,19 +521,9 @@ ] }, { - "cell_type": "code", - "execution_count": 25, - "id": "c2ae2b74-5e93-4c55-8bd7-63337f7dcbb8", + "cell_type": "markdown", + "id": "920ff5ef", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Creating gs://essentials-learner-2021-12-17/...\n" - ] - } - ], "source": [ "gsutil mb -b on -l $REGION --pap enforced \"gs://$BUCKET\"" ] @@ -1324,33 +538,10 @@ }, { "cell_type": "code", - "execution_count": 26, - "id": "681e6b1d-98bb-448a-a57e-f5674214effd", + "execution_count": null, + "id": "9340b10d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Copying file://output/result-LC08_L1TP_025033_20211010_20211018_01_T1.png.aux.xml [Content-Type=application/xml]...\n", - "Copying file://output/result-LC08_L1TP_025033_20211010_20211018_01_T1.png [Content-Type=image/png]...\n", - "==> NOTE: You are uploading one or more large file(s), which would run \n", - "significantly faster if you enable parallel composite uploads. This\n", - "feature can be enabled by editing the\n", - "\"parallel_composite_upload_threshold\" value in your .boto\n", - "configuration file. However, note that if you do this large files will\n", - "be uploaded as `composite objects\n", - "`_,which\n", - "means that any user who downloads such objects will need to have a\n", - "compiled crcmod installed (see \"gsutil help crcmod\"). This is because\n", - "without a compiled crcmod, computing checksums on composite objects is\n", - "so slow that gsutil disables downloads of composite objects.\n", - "\n", - "\\ [2/2 files][194.0 MiB/194.0 MiB] 100% Done \n", - "Operation completed over 2 objects/194.0 MiB. \n" - ] - } - ], + "outputs": [], "source": [ "gsutil -m cp -r \"output\" \"gs://$BUCKET\"" ] @@ -1365,38 +556,20 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "248c47be-625f-44f5-a6b6-919e8d8baafd", + "execution_count": null, + "id": "754c7eb4", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gs://essentials-learner-2021-12-17/output/\n" - ] - } - ], + "outputs": [], "source": [ "gsutil ls \"gs://$BUCKET\"" ] }, { "cell_type": "code", - "execution_count": 28, - "id": "b1ea18e9-5861-4479-9948-3303952dee8a", + "execution_count": null, + "id": "0e927a0a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "194.05 MiB 2021-12-17T19:03:54Z gs://essentials-learner-2021-12-17/output/result-LC08_L1TP_025033_20211010_20211018_01_T1.png\n", - " 910 B 2021-12-17T19:03:52Z gs://essentials-learner-2021-12-17/output/result-LC08_L1TP_025033_20211010_20211018_01_T1.png.aux.xml\n", - "TOTAL: 2 objects, 203478494 bytes (194.05 MiB)\n" - ] - } - ], + "outputs": [], "source": [ "gsutil ls -lh \"gs://$BUCKET/output\"" ] @@ -1425,7 +598,7 @@ }, { "cell_type": "markdown", - "id": "50990a67-f901-48fd-9295-25ef73245142", + "id": "85237d4a", "metadata": { "tags": [] }, @@ -1435,7 +608,7 @@ " * In the \"New Principals\" box add the Identity for the collaborator (another individual) as directed by the instructor.\n", " * Select the \"Storage Object Viewer\" by typing \"Storage Object Viewer\" in the filter and then selecting \"Storage Object Viewer\". Do not use any \"Legacy Storage\" roles.\n", " * Click \"Save\" to save the policy.\n", - " ![iam-storage-object-viewer](img/iam-storage-object-viewer.png)\n", + " \n", " * Verify the policy is listed in the \"Permissions\" table on the \"Bucket Details\" page (you should now be on this page).\n", "\n", "*Advanced Note: Changes in permissions will show up on the **Home** -> **Activity** page.*" diff --git a/content/Azure/08_cleaning_up_resources.ipynb b/content/Azure/08_cleaning_up_resources.ipynb index 6b11af4..0494252 100644 --- a/content/Azure/08_cleaning_up_resources.ipynb +++ b/content/Azure/08_cleaning_up_resources.ipynb @@ -35,19 +35,9 @@ ] }, { - "cell_type": "code", - "execution_count": 7, - "id": "7a134850-8c4f-47c6-9816-6d487a88eda1", + "cell_type": "markdown", + "id": "7171ff08", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rg-essentials\n" - ] - } - ], "source": [ "RG=rg-essentials\n", "echo $RG" @@ -62,20 +52,9 @@ ] }, { - "cell_type": "code", - "execution_count": 8, - "id": "6ccd79ab-0068-4a2a-9aca-2c47454f9d85", + "cell_type": "markdown", + "id": "b5d3261e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\u001b[0m" - ] - } - ], "source": [ "az vm list --resource-group $RG --output table" ] @@ -91,19 +70,9 @@ ] }, { - "cell_type": "code", - "execution_count": 9, - "id": "3ff9bb93-aadf-4319-aed4-b5fc1f2518c8", + "cell_type": "markdown", + "id": "92c8ae09", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[K\u001b[0minished .." - ] - } - ], "source": [ "az group delete --resource-group $RG --yes" ] diff --git a/content/Azure/glossary.ipynb b/content/Azure/glossary.ipynb new file mode 100644 index 0000000..e690bf9 --- /dev/null +++ b/content/Azure/glossary.ipynb @@ -0,0 +1,34 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1f0027c2-df7b-426e-b4f4-3e1db9916d14", + "metadata": {}, + "source": [ + "# Glossary\n", + "\n", + "* **Account** - The Google account (email) associated with an individual. This is the identity that you use to access console and takes the form of an email address.\n", + "* **Project** - Resources and services in Google Cloud are created within a single Project. \n", + "* **Project Name** - The long human readable name of your project. You can change this.\n", + "* **Project ID** - an alpha-numeric string identifier for the project. This is not changeable.\n", + "* **Project Number** - a long number that also identifies the project but is rarely used (it is an internal identifier). \n", + "* **Billing Account** - an account used to pay for Google Cloud services. A Billing Account is associated with a Project and enables resource allocation. A project has only one Billing Account associated with it. A Billing account can be used for multiple Projects." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Bash", + "language": "bash", + "name": "bash" + }, + "language_info": { + "codemirror_mode": "shell", + "file_extension": ".sh", + "mimetype": "text/x-sh", + "name": "bash" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/content/Azure/intro_to_compute_cli.ipynb b/content/Azure/intro_to_compute_cli.ipynb deleted file mode 100644 index 0bb8ebf..0000000 --- a/content/Azure/intro_to_compute_cli.ipynb +++ /dev/null @@ -1,260 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Intro to Compute CLI\n", - "\n", - "**Overview**\n", - " \n", - "**Teaching:**\n", - "\n", - "**Exercises:**\n", - "\n", - "**Questions:**\n", - " * How do I create my own computer in the cloud?\n", - "\n", - "**Objectives:**\n", - " * Allocate a virtual machine in Azure.\n", - " * Learn how to connect to a virtual machine using ssh in the cloud shell." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Open the cloud shell (See: intro_to_cli)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define some environment variables" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "RG=\"demo_rg\"\n", - "LOCATION=eastus\n", - "VM=\"demo_vm\"\n", - "STGE_ACCT=\"demo_stor_ac\"\n", - "CTR=\"demo_stge_ctr\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create resource group" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "az group create --name $RG --location $LOCATION" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create a VM" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If this is the fist time running this command (or your ~/.ssh dir does not have an id_rsa key pair). It will generate a new key pair id_rsa in ~/.ssh. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "az vm create --resource-group $RG \\\n", - " --name $VM \\\n", - " --image UbuntuLTS \\\n", - " --admin-username demouser \\\n", - " --generate-ssh-keys \\\n", - " --output json \\\n", - " --verbose " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To create a VM with an existing pair first create a new key pair" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ssh-keygen" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You will be prompted to \"Enter file in which to save the key\", type \"id_rsa\". This will create a key pair in the current dir." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here you should enter a passphrase (a series of words) to protect the key. You will be asked to re-enter the passphrase as shown below:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "Enter same passphrase again:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "After successfully retyping the passphrase the key generation process will continue showing similar message as follows (the fingerprint and art will look different):" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note: The following using \"--ssh-key-values\" to define which keys to use." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "az vm create --name $VM \n", - " --resource-group $RG \n", - " --image UbuntuLTS \n", - " --admin-username demouser \n", - " --ssh-key-values id_rsa.pub" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Show VM details (all)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "az vm show --name $VM --resource-group $RG" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Login into VM" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Get the public IP address from the output above.\n", - "If you generated a new key pair using \"--generate-ssh-keys\", login with the following command." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ssh " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you used the command with \"--ssh-key-values id_rsa.pub\" to use existing keys, use the following command to logiin:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ssh -i /id_rsa " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "clean up\n", - "\n", - "The --no-wait parameter keeps the CLI from blocking while the deletion takes place." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "az group delete --name $RG --no-wait" - ] - } - ], - "metadata": { - "interpreter": { - "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" - }, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/content/_toc.yml b/content/_toc.yml index 649e2a9..e23eff0 100644 --- a/content/_toc.yml +++ b/content/_toc.yml @@ -32,6 +32,7 @@ parts: - file: Azure/06_running_analysis - file: Azure/07_monitoring_costs - file: Azure/08_cleaning_up_resources + - file: Azure/glossary - file: GCP/intro_to_GCP_Essentials sections: From 6bf38b28d13b859046a67b1f509e743268d3adde Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Wed, 2 Feb 2022 23:25:13 +0000 Subject: [PATCH 02/19] Fix warnings, semantic markup, content * Combine part1 and part2 of compute to align with numbering and not split a core concept across an episode. * Start moving CLI to bash kernel * Added CLI screenshots. * Used markup not HTML for images. * Fixed warnings * Added some headers. --- content/AWS/01_intro_to_cloud_console.ipynb | 5 +- ..._part1.ipynb => 02_intro_to_compute.ipynb} | 134 +++++++++++++----- ....ipynb => 03_intro_to_cloud_storage.ipynb} | 36 ++--- content/AWS/03_intro_to_compute_part2.ipynb | 99 ------------- content/AWS/05_intro_to_cli.ipynb | 100 +++++++------ content/AWS/images/cloudshell.png | Bin 0 -> 48858 bytes content/AWS/images/console-cloudshell.png | Bin 0 -> 31570 bytes content/AWS/intro_to_AWS_Essentials.ipynb | 9 +- content/_toc.yml | 5 +- 9 files changed, 177 insertions(+), 211 deletions(-) rename content/AWS/{02_intro_to_compute_part1.ipynb => 02_intro_to_compute.ipynb} (65%) rename content/AWS/{04_intro_to_cloud_storage.ipynb => 03_intro_to_cloud_storage.ipynb} (75%) delete mode 100644 content/AWS/03_intro_to_compute_part2.ipynb create mode 100644 content/AWS/images/cloudshell.png create mode 100644 content/AWS/images/console-cloudshell.png diff --git a/content/AWS/01_intro_to_cloud_console.ipynb b/content/AWS/01_intro_to_cloud_console.ipynb index 5b51c1a..4f1e4f2 100644 --- a/content/AWS/01_intro_to_cloud_console.ipynb +++ b/content/AWS/01_intro_to_cloud_console.ipynb @@ -101,7 +101,6 @@ "metadata": {}, "source": [ "```{admonition} Exercise\n", - ":class: attention\n", "\n", "* What is your IAM username? \n", "* Why is IAM important?\n", @@ -112,7 +111,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -126,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.7.10" } }, "nbformat": 4, diff --git a/content/AWS/02_intro_to_compute_part1.ipynb b/content/AWS/02_intro_to_compute.ipynb similarity index 65% rename from content/AWS/02_intro_to_compute_part1.ipynb rename to content/AWS/02_intro_to_compute.ipynb index b18baa6..130f410 100644 --- a/content/AWS/02_intro_to_compute_part1.ipynb +++ b/content/AWS/02_intro_to_compute.ipynb @@ -46,7 +46,7 @@ "id": "bc5d082d", "metadata": {}, "source": [ - "We begin with the AWS console again. Under the \"Build a Solution\" panel, select `Launch a Virtual Machine`\n", + "We begin with the AWS console again. Under the \"Build a Solution\" panel, select **Launch a Virtual Machine**\n", "\n", "![Start page for the AWS console](images/console_ec2.png)\n", "\n", @@ -73,58 +73,61 @@ "id": "b9809503", "metadata": {}, "source": [ - "## 1. Select an AMI\n", + "## Select an AMI (Step 1)\n", "\n", "An Amazon Machine Image (AMI) is a template that Amazon uses to describe the operating system, disk type and all the software configuration that is needed to make sure a computer runs smoothly. Imagine that you are purchasing a new laptop; fresh out of the box, the laptop is pre-configured with an operating system (e.g. Windows, Mac OS, Ubuntu etc.), configuration files that tells the laptop what peripherals are attached, and pre-installed software like Adobe PDF reader. An AMI contains all this information so that your EC2 instance runs exactly like it would a new laptop out of the box! There is much more to learn about AMIs and how they can used for collaboration and data sharing but that is not within the scope of CLASS Essentials. \n", "\n", "As you scroll through the AMI list (Figure 2) you will notice that the list contains offerings from various vendors (e.g. Amazon, RedHat, Windows, etc.). We will be choosing the Ubuntu operating system for flexibility and versatility (can be used outside of the AWS ecosystem). \n", "\n", - "To list all the Free Tier AMIs, check the box on the right that says ```Free tier only```.\n", + "To list all the Free Tier AMIs, check the box on the right that says **Free tier only**.\n", "\n", - "\n", + "![ec2-ami](images/ec2-ami.png)\n", + "Step 1 - Select an AMI - Free Tier Only\n", "\n", - "
Figure 2: Step 1 - Select an AMI - Free Tier Only

\n", + "Scroll to `Ubuntu Server 20.04 LTS(HVM), SSD Volume Type` Select `64-bit(x86)`. \n", "\n", - "Scroll to ```Ubuntu Server 20.04 LTS(HVM), SSD Volume Type``` (Figure 3). Select ```64-bit(x86)```. \n", - "\n", - "\n", - "\n", - "
Figure 3: Step 1 - Select an AMI - Operating System Selection

" + "![ec2-ubuntu](images/ec2-ubuntu.png)\n", + "Step 1 - Select an AMI - Operating System Selection" ] }, { "cell_type": "markdown", - "id": "17597535", - "metadata": {}, + "id": "9c658eed-3cf6-4f46-bde6-f3b481874013", + "metadata": { + "tags": [] + }, "source": [ - "## Step 2: Choose an Instance Type\n", + "## Choose an Instance Type (Step 2)\n", "\n", "Choosing an instance type is choosing the hardware for your computing system: you get to pick the number of CPUs and memory size for your instance. \n", "\n", "Instance types are group by [**families**](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-types.html) and denotes whether, for example, an instance is optimized for batch processing (compute-optimized, C-family), optimized for databases (memory-optimized, R-family) or has accelerated hardware (GPUs) for AI or Machine Learning pipelines. \n", "\n", - "When you choose an Instance Type (Figure 3), the screen show additional information about the selected instance type including the number of CPUs, the memory size, the type of storage and information about networking. \n", + "When you choose an Instance Type (below), the screen show additional information about the selected instance type including the number of CPUs, the memory size, the type of storage and information about networking. \n", + "![ec2-ubuntu](images/ec2-ubuntu.png)\n", "\n", "In the Instance Storage (GB) column, you will notice a term called **EBS**. EBS is the acronym for **Elastic Block Storage** and is analogous to the hard disk or boot drive on your personal computer or laptop. More details about EBS and different kinds of disk storage on EC2 instances are beyond the scope of CLASS Essentials. \n", "\n", "```{admonition} Note\n", ":class: note\n", - "The four most common types of storage you will encounter on AWS are: Elastic Block Storage (EBS), Elastic File Storage (EFS), Simple Storage Service (s3) and s3 Glacier. In the simplest terms, EBS is analogous to a computer hard drive and EFS is analogous to a network file system (NFS) or shared file system. s3 is AWS's object storage which is discussed [here](05_intro_to_cloud_storage). s3 Glacier is a cost-effective way of storing s3 files that you do not need to access frequently. \n", + "The four most common types of storage you will encounter on AWS are: Elastic Block Storage (EBS), Elastic File Storage (EFS), Simple Storage Service (s3) and s3 Glacier. In the simplest terms, EBS is analogous to a computer hard drive and EFS is analogous to a network file system (NFS) or shared file system. s3 is AWS's object storage which is discussed [here](03_intro_to_cloud_storage). s3 Glacier is a cost-effective way of storing s3 files that you do not need to access frequently. \n", "```\n", "\n", - "Here will will select a ```t2.micro``` instance which is Free Tier Eligible but only has 1vCPU and 1 GiB of memory. The cost of running a t2.micro instance is " + "Here will will select a `t2.micro` instance which is Free Tier Eligible but only has 1vCPU and 1 GiB of memory. The cost of running a **t2.micro** instance is, at the time of publication, as follows: \n", + "\n", + "![Choose an Instance Type](images/ec2-type.png)\n", + "\n", + "Select **Next: Configure Instance Details**." ] }, { "cell_type": "markdown", - "id": "4ee655a3", - "metadata": {}, + "id": "285aad80-5670-4bdf-b9c3-86439720e9e1", + "metadata": { + "tags": [] + }, "source": [ - "![Choose an Instance Type](images/ec2-type.png)\n", - "\n", - "Select ```Next: Configure Instance Details```.\n", - "\n", - "## Step 3: Configure Instance Details\n", + "## Configure Instance Details (Step 3)\n", "Step 3 in creating an EC2 instance involves a rudimentary understanding of several key AWS and cloud jargon (Figure 4). While delving deeper into some of the terminology is outside of the scope of CLASS Essentials, we go will through these terms in brief as we learn how to configure your EC2 instance. For the most part, we will **leave the settings as default**. CLASS Intermediate offers a more in depth discussion on cloud concepts. \n", "\n", "![Configure Instance Details](images/ec2-configure.png)\n", @@ -133,7 +136,7 @@ "\n", "```{admonition} Note\n", ":class: note\n", - "Recall that we learned about regions in the [previous chapter](./01_intro_to_cloud_console). \n", + "Recall that we learned about regions in the [previous chapter](01_intro_to_cloud_console). \n", "```\n", "\n", "**Purchasing Options** : Throughout your AWS journey, you will hear the term **Spot Instances**. Spot instances make use of the servers that go unused in AWS data centers to minimize costs. Recall that AWS has many data centers spread across the globe and not all their servers are utilized at 100% capacity at all times. Amazon uses Spot Instances as a flexible way to profit from extra capacity. Users have access to Spot Instances through a bidding process, sometimes users can save up to 90% off the on-deman compute instance this way! We will not expand much more on Spot Instances in CLASS Essentials but if you are interested, I2's CLASS Intermediate talks more " @@ -154,22 +157,87 @@ }, { "cell_type": "markdown", - "id": "1b8642f4", + "id": "b36239c2-a76b-46e7-a495-d6da6e4598a4", "metadata": {}, - "source": [] + "source": [ + "## Review Progress\n", + "\n", + "In the previous steps we learned how to launch a virtual machine from the AWS console. We selected an Amazon Machine Image (AMI), Chose an Instance and Configured Launch Settings. Recall that there are 7 steps to walk through to create a new EC2 instance; we will go through each in detail: \n", + "\n", + "1. Select an AMI\n", + "2. Choose Instance Type\n", + "3. Configure Instance \n", + "4. Add Storage\n", + "5. Add Tags\n", + "6. Configure Security Group\n", + "7. Review/Launch" + ] }, { - "cell_type": "code", - "execution_count": null, - "id": "fff35db8", + "cell_type": "markdown", + "id": "07b8ec13-c056-4236-ac14-12926bd7f872", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "## Add Storage (Step 4)\n", + "\n", + "Storage on an EC2 instance is akin to a hard drive. Here we will leave the default settings but it is important to know that a hard drive on an EC2 instance is known as [Elastic Block Storage](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AmazonEBS.html). EBS volumes behave like raw, unformatted block devices.\n", + "\n", + "![ec2-storage](images/ec2-storage.png)" + ] + }, + { + "cell_type": "markdown", + "id": "a29c2a86-c864-493c-9e3f-0b4cced47dd9", + "metadata": {}, + "source": [ + "## Add Tags (Step 5)\n", + "\n", + "[Tags](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/Using_Tags.html) are labels that you assign to an AWS resource. Each tag consists of a key and an optional value, both of which you define.Tags enable you to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. e\n", + "\n", + "![ec2-tags](images/ec2-tags.png)" + ] + }, + { + "cell_type": "markdown", + "id": "45d695b3-c39b-4889-af48-a0bfb901cb32", + "metadata": {}, + "source": [ + "## Step 6: Configure Security Group (Step 6)\n", + "\n", + "A [security group](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html) acts as a virtual firewall for your EC2 instances to control inbound and outbound traffic. Again, we will not delve too much into networking protocols in CLASS Essentials. We will leave the default values of opening port 22 so that we can securely log in to the EC2 instance that we create. \n", + "\n", + "![ec2-sg](images/ec2-sg.png)" + ] + }, + { + "cell_type": "markdown", + "id": "5334a614-fb7f-409f-8aba-d1f18c92bc60", + "metadata": {}, + "source": [ + "## Step 7: Review Instance Launch\n", + "\n", + "Next review the details and click on **Launch**\n", + "![ec2-launch](images/ec2-launch.png)\n", + "\n", + "You will be prompted to generate a ssh-key to access the virtual machine. For now we will create a new one by entering `essentials-aws` in the key name and clicking **Download**\n", + "![ec2-sshkey](images/ec2-sshkey.png)\n", + "\n", + "You shoudl now see the following message\n", + "![ec2-confirm](images/ec2-confirm.png)\n", + "\n", + "Congratulations, you have created a virtual machine.\n", + "\n", + "```{admonition} Caution\n", + ":class: caution\n", + "\n", + "We will delete this virtual machine later. If you do not, **you will be charged for the running machine**.\n", + "```" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -183,7 +251,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.7.10" } }, "nbformat": 4, diff --git a/content/AWS/04_intro_to_cloud_storage.ipynb b/content/AWS/03_intro_to_cloud_storage.ipynb similarity index 75% rename from content/AWS/04_intro_to_cloud_storage.ipynb rename to content/AWS/03_intro_to_cloud_storage.ipynb index 43d669f..8c4307d 100644 --- a/content/AWS/04_intro_to_cloud_storage.ipynb +++ b/content/AWS/03_intro_to_cloud_storage.ipynb @@ -32,57 +32,51 @@ "id": "338a2a01", "metadata": {}, "source": [ + "## Finding the S3 Storage Service\n", "There are three types of [cloud data storage](https://aws.amazon.com/what-is-cloud-storage/): object storage, file storage, and block storage. In this module, we will focus on object storage (e.g. Amazon Simple Storage Service (S3)).\n", "\n", "Recall that there are multiple ways to locate an AWS service: Using the search bar and using the home button at the top left hand of the screen. Here, we will search for the service **s3**. \n", "\n", - "\n", - "\n", - "" + "![s3-launch-1](images/s3_launch_1.png)" ] }, { "cell_type": "markdown", - "id": "177860a7", + "id": "983c6867-2d6b-43d2-b8b2-1d527084883d", "metadata": {}, "source": [ "Here we will click into the s3 service page. Note that the region here is Global. s3 namespaces, meaning the name of the buckets are global, which means that no two buckets can have the same name even if they reside in a different region. \n", "\n", - "Click ```Create Bucket```. \n", + "Click `Create Bucket`. \n", "\n", - "" + "![s3-launch-2](images/s3_launch_2.png)" ] }, { "cell_type": "markdown", - "id": "9e0f64bf", + "id": "941baf18-7388-4086-9947-a7c4a4240d53", "metadata": {}, "source": [ - "This will bring you to the Create Bucket page. Here we will choose a name for our new bucket - it will need to be a unique global namespace. Here I will use my identifying IAM (user1783892) to create a bucket. We will name my bucket ```bucket-user1783892```, leave the region as us-east-1 as well as all the default settings and click ```Create Bucket```\n", + "## Create a Bucket\n", + "\n", + "This will bring you to the Create Bucket page. Here we will choose a name for our new bucket - it will need to be a unique global namespace. Here I will use my identifying IAM (user1783892) to create a bucket. We will name my bucket `bucket-user1783892`, leave the region as us-east-1 as well as all the default settings and click `Create Bucket`\n", "\n", - "" + "![s3-launch](images/s3_launch_3.png)" ] }, { "cell_type": "markdown", - "id": "8c3eca82", + "id": "01184ed1-3844-4ea0-ba9c-2da13a8174ce", "metadata": {}, "source": [ - "" + "You should now see the bucket being created as follows:\n", + "![s3-launch-4](images/s3_launch_4.png)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8a8b8f92", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -96,7 +90,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.7.10" } }, "nbformat": 4, diff --git a/content/AWS/03_intro_to_compute_part2.ipynb b/content/AWS/03_intro_to_compute_part2.ipynb deleted file mode 100644 index 60316dc..0000000 --- a/content/AWS/03_intro_to_compute_part2.ipynb +++ /dev/null @@ -1,99 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "502f2360", - "metadata": {}, - "source": [ - "In the previous lesson we learned how to launch a virtual machine from the AWS console. We selected an Amazon Machine Image (AMI), Chose an Instance and Configured Launch Settings. Recall that there are 7 steps to walk through to create a new EC2 instance; we will go through each in detail: \n", - "\n", - "1. Select an AMI\n", - "2. Choose Instance Type\n", - "3. Configure Instance \n", - "4. Add Storage\n", - "5. Add Tags\n", - "6. Configure Security Group\n", - "7. Review/Launch" - ] - }, - { - "cell_type": "markdown", - "id": "b9809503", - "metadata": {}, - "source": [ - "## Step 4. Add Storage\n", - "\n", - "Storage on an EC2 instance is akin to a hard drive. Here we will leave the default settings but it is important to know that a hard drive on an EC2 instance is known as [Elastic Block Storage](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AmazonEBS.html). EBS volumes behave like raw, unformatted block devices.\n", - "\n", - "" - ] - }, - { - "cell_type": "markdown", - "id": "17597535", - "metadata": {}, - "source": [ - "## Step 5: Add Tags\n", - "\n", - "[Tags](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/Using_Tags.html) are labels that you assign to an AWS resource. Each tag consists of a key and an optional value, both of which you define.Tags enable you to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. e\n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "4ee655a3", - "metadata": {}, - "source": [ - "## Step 6: Configure Security Group\n", - "\n", - "A [security group](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html) acts as a virtual firewall for your EC2 instances to control inbound and outbound traffic. Again, we will not delve too much into networking protocols in CLASS Essentials. We will leave the default values of opening port 22 so that we can securely log in to the EC2 instance that we create. \n", - "\n", - "" - ] - }, - { - "cell_type": "markdown", - "id": "5235bac7", - "metadata": {}, - "source": [ - "## Step 7: Review Instance Launch\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "113ba95a", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/content/AWS/05_intro_to_cli.ipynb b/content/AWS/05_intro_to_cli.ipynb index d66a8d0..089c3b2 100644 --- a/content/AWS/05_intro_to_cli.ipynb +++ b/content/AWS/05_intro_to_cli.ipynb @@ -26,31 +26,55 @@ }, { "cell_type": "markdown", - "id": "8e8dd80c", + "id": "12c0c7ed-7ff4-4826-a4ef-3aedb0f22143", "metadata": {}, "source": [ + "## Open a CloudShell\n", + "\n", "Now that we have successfully created an EC2 Instance and an s3 bucket, we will explore ways that these two AWS resources can interact. While your s3 bucket from the previously lesson is launching, we will navigate to the AWS CloudShell. You can find in the top toolbar of the console. \n", "\n", - "Clicking the icon will launch the AWS CloudShell. \n", + "Clicking the icon will launch the AWS CloudShell.\n", + "![console-cloudshell](images/console-cloudshell.png)\n", "\n", "If this is your first time using the cloud console, you may encounter a pop up. It is fine to dismiss it. \n", "\n", "Once we have launched the CloudShell, we can run some commands. Here a fundamental knowledge of unix commands may be useful but we will utilize the several aws-cli commands to help you get a feel of what the AWS CLI can do. At the prompt (the prompt is where is says [cloudshell-user@ip-XXXXXXX~]$), we will test out these commands:\n", + "![cloudshell](images/cloudshell.png)" + ] + }, + { + "cell_type": "markdown", + "id": "175776ed-7c95-468a-90c9-1bbdec3c5328", + "metadata": {}, + "source": [ + "## Using the CLI\n", "\n", - "To list the contents: \n", - "\n", - "``` bash\n", - "ls\n", - "\n", - "```\n", - "\n", - "To check which file directory you are working in:\n", - "\n", - "```bash\n", - "pwd\n", - "\n", - "```\n", - "\n", + "To check which file directory you are working in" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "55024290-8843-4ae2-a81f-9ba6c5bdec13", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/ec2-user\n" + ] + } + ], + "source": [ + "pwd" + ] + }, + { + "cell_type": "markdown", + "id": "47bdf3d8-3772-4f95-a119-f1f5eba717a5", + "metadata": {}, + "source": [ "To use the AWS command to list your s3 buckets:\n", "\n", "```bash\n", @@ -68,20 +92,15 @@ "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. \n", "\n", "```bash\n", - "cat > hemingway.txt\n", - "The world breaks everyone. \n", + "echo \"The world breaks everyone\" > hemingway.txt\n", "```\n", "\n", - "Press ^C to exit edit mode. \n", - "\n", "Now let's move the file into our s3 bucket. \n", "\n", "```bash\n", "aws s3 mv ./hemingway.txt s3://bucketname\n", "\n", - "```\n", - "\n", - "\n" + "```" ] }, { @@ -89,7 +108,7 @@ "id": "9ed2bb8f", "metadata": {}, "source": [ - "" + "![cli-commands-1](images/cli_commands_1.png)" ] }, { @@ -98,38 +117,25 @@ "metadata": {}, "source": [ "```{admonition} Exercise\n", - ":class: attention\n", + ":class:\n", "\n", + "* How can you see the contents of your bucket through the CLI? \n", "* How can you see the contents of your bucket through the AWS console? \n", - "````" - ] - }, - { - "cell_type": "markdown", - "id": "c27cdc13", - "metadata": {}, - "source": [ - "# Using the CLI to access resources" + "```\n" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" + "display_name": "Bash", + "language": "bash", + "name": "bash" }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.5" + "codemirror_mode": "shell", + "file_extension": ".sh", + "mimetype": "text/x-sh", + "name": "bash" } }, "nbformat": 4, diff --git a/content/AWS/images/cloudshell.png b/content/AWS/images/cloudshell.png new file mode 100644 index 0000000000000000000000000000000000000000..bc22f5ec451b4f63b8bbd0a15b191b77af3cb567 GIT binary patch literal 48858 zcmZ^~1ymeCvo?&oCRlKHcUjy*aEIW*A+Wf+2PY8R9fBn|Ebi_s?y$JKe!Ta!d;b62 zJv}qEU0v1PPxn+y_54s#l0`=$M1g{WLYMn2r3M8B|4u@!AtAiqzwK9ILP4P{T1!f* z$Vp0)t2hBItiPK>L4E%5D+N&_Q5SDu{jP}bD-4X91Te@2<}-3$=vqc;2z9*5x6eq7 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[Introduction to the AWS Cloud Console](./01_intro_to_cloud_console)\n", - "2. [Introduction to Cloud Compute - Part 1](./02_intro_to_compute_part1)\n", - "3. [Introduction to Cloud Compute - Part 2](./03_intro_to_compute_part2)\n", - "4. [Introduction to Cloud Storage](./04_intro_to_cloud_storage)\n", + "2. [Introduction to Cloud Compute](./02_intro_to_compute)\n", + "4. [Introduction to Cloud Storage](./03_intro_to_cloud_storage)\n", "5. [Introduction to the AWS CLI](./05_intro_to_cli)\n", "6. [Running Analysis on the Cloud](./06_running_analysis)\n", "7. [Monitoring Costs](./07_monitoring_costs)\n", @@ -22,7 +21,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -36,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.7.10" } }, "nbformat": 4, diff --git a/content/_toc.yml b/content/_toc.yml index 0ace1bd..3a2f2a8 100644 --- a/content/_toc.yml +++ b/content/_toc.yml @@ -14,9 +14,8 @@ parts: - file: AWS/intro_to_AWS_Essentials sections: - file: AWS/01_intro_to_cloud_console - - file: AWS/02_intro_to_compute_part1 - - file: AWS/03_intro_to_compute_part2 - - file: AWS/04_intro_to_cloud_storage + - file: AWS/02_intro_to_compute + - file: AWS/03_intro_to_cloud_storage - file: AWS/05_intro_to_cli - file: AWS/06_running_analysis - file: AWS/07_monitoring_costs From 46fdae5336006850fba289344f9bf4c99399a519 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 00:28:16 +0000 Subject: [PATCH 03/19] AWS: Intro to CLI in AWS CloudShell updates and run --- content/AWS/05_intro_to_cli.ipynb | 374 +++++++++++++++++++++++++++--- 1 file changed, 340 insertions(+), 34 deletions(-) diff --git a/content/AWS/05_intro_to_cli.ipynb b/content/AWS/05_intro_to_cli.ipynb index 089c3b2..025b5d3 100644 --- a/content/AWS/05_intro_to_cli.ipynb +++ b/content/AWS/05_intro_to_cli.ipynb @@ -49,12 +49,12 @@ "source": [ "## Using the CLI\n", "\n", - "To check which file directory you are working in" + "Change to the home directory and check which file directory you are working in" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "id": "55024290-8843-4ae2-a81f-9ba6c5bdec13", "metadata": {}, "outputs": [ @@ -62,53 +62,330 @@ "name": "stdout", "output_type": "stream", "text": [ - "/home/ec2-user\n" + "/home/cloudshell-user\n" ] } ], "source": [ + "cd ~\n", "pwd" ] }, { "cell_type": "markdown", - "id": "47bdf3d8-3772-4f95-a119-f1f5eba717a5", + "id": "33d9fba8-c7d1-4266-9714-9093b04fcf8b", "metadata": {}, "source": [ - "To use the AWS command to list your s3 buckets:\n", - "\n", - "```bash\n", - "aws s3 ls\n", - "\n", - "```\n", - "\n", - "Let's list the contents of your s3 bucket:\n", - "\n", - "```bash\n", - "aws s3 ls s3://bucketname\n", - "\n", - "```\n", - "\n", - "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. \n", - "\n", - "```bash\n", - "echo \"The world breaks everyone\" > hemingway.txt\n", - "```\n", - "\n", - "Now let's move the file into our s3 bucket. \n", - "\n", - "```bash\n", - "aws s3 mv ./hemingway.txt s3://bucketname\n", + "Check what is there (probably nothing)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "17edba1b-49e2-4378-9a85-ac9326c0f056", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hemingway.txt\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "markdown", + "id": "57f2bf71-60fe-4635-bb8b-df1e46347f0d", + "metadata": {}, + "source": [ + "Set the time and date to your local time" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fcded343-770b-49e7-851c-825b66ff2ee1", + "metadata": {}, + "outputs": [], + "source": [ + "export TZ=US/Central" + ] + }, + { + "cell_type": "markdown", + "id": "627831ea-7c22-4073-af33-bbc508bd03b4", + "metadata": {}, + "source": [ + "To use the AWS command to list your s3 buckets:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a1e47882-e2a7-4dd8-beb4-1a5fcde2ff52", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2022-02-02 17:53:39 essentials-test-learner-2022-02-02\n" + ] + } + ], + "source": [ + "aws s3 ls" + ] + }, + { + "cell_type": "markdown", + "id": "d3798517-272c-4710-817a-3b8ea9ff3443", + "metadata": {}, + "source": [ + "## Using S3 with the CLI\n", "\n", - "```" + "Use a variable for the bucket name and display it. Be sure to replace `learner` with your user username (for example `user1766969`)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2a3fb47f-3032-4b1a-92e1-885b3b3daefb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "essentials-test-learner-2022-02-02\n" + ] + } + ], + "source": [ + "BUCKET=essentials-test-learner-$(date +%F)\n", + "echo $BUCKET" + ] + }, + { + "cell_type": "markdown", + "id": "985dd2a1-5191-4166-8e8f-ae7f47d5a983", + "metadata": {}, + "source": [ + "Let's list the contents of your s3 bucket:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f0e7d0eb-af86-428b-8975-967099734116", + "metadata": {}, + "outputs": [], + "source": [ + "aws s3 ls s3://$BUCKET" ] }, { "cell_type": "markdown", - "id": "9ed2bb8f", + "id": "ae11d3f5-0c53-4e4c-a211-31ea00455e75", "metadata": {}, "source": [ - "![cli-commands-1](images/cli_commands_1.png)" + "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "49cbd384-550f-4751-8a68-466d653c4ddf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "echo \"The world breaks everyone\" > hemingway.txt" + ] + }, + { + "cell_type": "markdown", + "id": "52a1baf9-1161-4d9b-a6bc-16c970d6a7fa", + "metadata": {}, + "source": [ + "Check the file just to be sure" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e9bd3f82-35ef-4676-8101-5e0b282104ba", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hemingway.txt\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1ef90f2d-bf70-4012-ab9c-9ff67e72d98c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The world breaks everyone\n" + ] + } + ], + "source": [ + "cat hemingway.txt" + ] + }, + { + "cell_type": "markdown", + "id": "c41dae7d-d5f9-46e6-a5ac-52fe777a44e6", + "metadata": {}, + "source": [ + "Now let's move the file into our s3 bucket. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "672312e5-c532-4ff9-8d29-2e4bf056e88e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "move: ./hemingway.txt to s3://essentials-test-learner-2022-02-02/hemingway.txt\n" + ] + } + ], + "source": [ + "aws s3 mv ./hemingway.txt s3://$BUCKET" + ] + }, + { + "cell_type": "markdown", + "id": "213da888-c131-4732-9739-b5a149e1b3b0", + "metadata": {}, + "source": [ + "Check the it was a move (not a copy) by checking the file is gone" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4c66a71e-9e34-4178-9559-3af88cc73503", + "metadata": {}, + "outputs": [], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "3d8888ca-1ef3-4c82-8ac5-f21e556b089e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "download: s3://essentials-test-learner-2022-02-02/hemingway.txt to ./hemingway.txt\n" + ] + } + ], + "source": [ + "aws s3 cp s3://$BUCKET/hemingway.txt ." + ] + }, + { + "cell_type": "markdown", + "id": "c56d3469-1b92-4fd6-aaae-547bd9db2331", + "metadata": {}, + "source": [ + "Check that we got the file back" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9edabccc-1793-4225-9ef5-ae83f15a51c8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hemingway.txt\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "9f110d51-24cb-48c0-9d4d-2b98b44cbf96", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The world breaks everyone\n" + ] + } + ], + "source": [ + "cat hemingway.txt" + ] + }, + { + "cell_type": "markdown", + "id": "84f4876d-0bb2-4987-9821-2a1d172f98af", + "metadata": {}, + "source": [ + "Cleanup after ourselves" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "704f3842-3f94-47f8-922d-ac9e69573460", + "metadata": {}, + "outputs": [], + "source": [ + "rm hemingway.txt" + ] + }, + { + "cell_type": "markdown", + "id": "78aa0823-bdb7-4edc-8296-6367e9452563", + "metadata": {}, + "source": [ + "```{admonition} Danger\n", + ":class: Danger\n", + "\n", + "The `aws s3 mv` command permanently deletes files. They cannot be recovered!\n", + "```" ] }, { @@ -119,9 +396,38 @@ "```{admonition} Exercise\n", ":class:\n", "\n", - "* How can you see the contents of your bucket through the CLI? \n", - "* How can you see the contents of your bucket through the AWS console? \n", - "```\n" + "* How could you copy the original file instead of move it? \n", + "* How can you see the contents of your bucket through the AWS console?\n", + "* How would you remove the object `hemingway.txt` from your bucket?\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "8d9a34a4-2a3a-4351-b2ae-73b8a519f442", + "metadata": {}, + "source": [ + "## Cleanup\n", + "\n", + "Remove the object from the bucket" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "536e1b46-e1e1-4158-b323-4d4d8c8e83ff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "delete: s3://essentials-test-learner-2022-02-02/hemingway.txt\n" + ] + } + ], + "source": [ + "aws s3 rm s3://$BUCKET/hemingway.txt" ] } ], From 32a55bbaeda1253a0ec260d70df46e862663d9ec Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Wed, 2 Feb 2022 18:23:48 -0600 Subject: [PATCH 04/19] Push essentials-cloudshell key to the VM for AWS --- scripts/aws-create.sh | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/aws-create.sh b/scripts/aws-create.sh index 643f523..2f8a073 100755 --- a/scripts/aws-create.sh +++ b/scripts/aws-create.sh @@ -52,6 +52,7 @@ echo "+++ configuring VM" ssh ec2-user@$IP -A < .ssh/known_hosts git config --global color.ui auto @@ -60,6 +61,7 @@ git config --global pull.ff only git config --global user.name "$(git config user.name)" git config --global user.email "$(git config user.email)" git clone --branch $BRANCH $REPO +echo $(cat ~/.ssh/id_essentials-cloudshell.pub) >> .ssh/authorized_keys EOF echo "+++ configure ~/.ssh/$VM.config" From b4dab85ac9a956cd3126d122ce082f9729dd3426 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 18:38:39 +0000 Subject: [PATCH 05/19] Rename sharing result to 06. --- ...06b_sharing_results.ipynb => 06_sharing_results.ipynb} | 0 content/GCP/intro_to_GCP_Essentials.ipynb | 8 +------- content/_toc.yml | 2 +- 3 files changed, 2 insertions(+), 8 deletions(-) rename content/GCP/{06b_sharing_results.ipynb => 06_sharing_results.ipynb} (100%) diff --git a/content/GCP/06b_sharing_results.ipynb b/content/GCP/06_sharing_results.ipynb similarity index 100% rename from content/GCP/06b_sharing_results.ipynb rename to content/GCP/06_sharing_results.ipynb diff --git a/content/GCP/intro_to_GCP_Essentials.ipynb b/content/GCP/intro_to_GCP_Essentials.ipynb index 6bff3c8..e486192 100644 --- a/content/GCP/intro_to_GCP_Essentials.ipynb +++ b/content/GCP/intro_to_GCP_Essentials.ipynb @@ -15,16 +15,10 @@ "4. [Introduction to the Cloud CLI](./04_intro_to_cli)\n", "4. [Using the Cloud Storage CLI](./05_cli_storage)\n", "6. [Running Analysis on the Cloud](./06_running_analysis)\n", - " and [Sharing Results](./06b_sharing_results)\n", + " and [Sharing Results](./06_sharing_results) (optional)\n", "7. [Monitoring Costs](./07_monitoring_costs)\n", "8. [Cleaning up Resources and Best Practices](./08_cleaning_up_resources)\n" ] - }, - { - "cell_type": "markdown", - "id": "78058910", - "metadata": {}, - "source": [] } ], "metadata": { diff --git a/content/_toc.yml b/content/_toc.yml index 3a2f2a8..fe9bcd4 100644 --- a/content/_toc.yml +++ b/content/_toc.yml @@ -41,7 +41,7 @@ parts: - file: GCP/04_intro_to_cli - file: GCP/05_cli_storage - file: GCP/06_running_analysis - - file: GCP/06b_sharing_results + - file: GCP/06_sharing_results - file: GCP/07_monitoring_costs - file: GCP/08_cleaning_up_resources - file: GCP/glossary From df67f49a436fa2d6b7c001a0e63ab8d7563af1c0 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 19:36:05 +0000 Subject: [PATCH 06/19] GCP: Glossary additions --- content/GCP/05_cli_storage.ipynb | 5 ++++- content/GCP/glossary.ipynb | 21 +++++++++++++++------ 2 files changed, 19 insertions(+), 7 deletions(-) diff --git a/content/GCP/05_cli_storage.ipynb b/content/GCP/05_cli_storage.ipynb index 4076e4f..00d761a 100644 --- a/content/GCP/05_cli_storage.ipynb +++ b/content/GCP/05_cli_storage.ipynb @@ -211,7 +211,10 @@ "cell_type": "code", "execution_count": 7, "id": "ecc0e4fe-c9d0-4edd-9a0c-56b5b9ec7c54", - "metadata": {}, + "metadata": { + "scrolled": true, + "tags": [] + }, "outputs": [ { "name": "stdout", diff --git a/content/GCP/glossary.ipynb b/content/GCP/glossary.ipynb index e690bf9..b0ef7a6 100644 --- a/content/GCP/glossary.ipynb +++ b/content/GCP/glossary.ipynb @@ -7,12 +7,21 @@ "source": [ "# Glossary\n", "\n", - "* **Account** - The Google account (email) associated with an individual. This is the identity that you use to access console and takes the form of an email address.\n", - "* **Project** - Resources and services in Google Cloud are created within a single Project. \n", - "* **Project Name** - The long human readable name of your project. You can change this.\n", - "* **Project ID** - an alpha-numeric string identifier for the project. This is not changeable.\n", - "* **Project Number** - a long number that also identifies the project but is rarely used (it is an internal identifier). \n", - "* **Billing Account** - an account used to pay for Google Cloud services. A Billing Account is associated with a Project and enables resource allocation. A project has only one Billing Account associated with it. A Billing account can be used for multiple Projects." + " * **Account** - The Google account (email) associated with an individual. This is the identity that you use to access console and takes the form of an email address.\n", + " * **API** - Application Programming Interface (API). An external interface for a library or software, usually well documented. The cloud uses remote accessible APIs to allocate and control resources.\n", + " * **Billing Account** - an account used to pay for Google Cloud services. A Billing Account is associated with a Project and enables resource allocation. A project has only one Billing Account associated with it. A Billing account can be used for multiple Projects.\n", + " * **Bucket** - A collection of key value pairs (similar to a Python dictionary) and is often called object storage. Object storage in Google is called Cloud Storage and is similar to Amazon S3.\n", + " * **Cloud Shell** - A Linux command line interface (CLI) running inside the GCP web console. \n", + " * **Disk Image** - The operating system disk for a **VM Instance** such as Ubuntu, Debian, and other Linux distributions.\n", + " * **Project** - Resources and services in Google Cloud are created within a single Project. \n", + " * **Project Name** - The long human readable name of your project. You can change this.\n", + " * **Project ID** - an alpha-numeric string identifier for the project. This is not changeable.\n", + " * **Project Number** - a long number that also identifies the project but is rarely used (it is an internal identifier). \n", + " * **Region** - A geographical region within the world (typically a city) in which a number of physical or logical data centers are located (each is a different **zone**). An example of a **region** is `us-west2`, which is located in Los Angeles.\n", + " * **Service Account** - A machine **account** or identity that is used to give permissions to a resource, such as a **VM Instance** in GCP. These take the form of an email, usually ending with `gserviceaccount.com`.\n", + " * **Label** - A key value pair attached to a resource to aid in finding resources, allocating billing, debugging, etc.. A Label is similar to a *tag* in AWS and Azure. \n", + " * **VM Instance** - A Virtual Machine (VM) is a virtual computer running in a **zone**.\n", + " * **Zone** - A logical or physical data center (a building with computers in it) in which cloud resources physically reside. Each **zone** in a **region** have different resources. An example of a **zone** is `us-west2-c`." ] } ], From 0d114c5bbc70954d7a12991baf1115064b69ab2b Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 20:19:52 +0000 Subject: [PATCH 07/19] GCP: Simpler use of environment variables. --- content/GCP/02_intro_to_compute.ipynb | 2 +- content/GCP/04_intro_to_cli.ipynb | 149 +++++++++++++------------- 2 files changed, 73 insertions(+), 78 deletions(-) diff --git a/content/GCP/02_intro_to_compute.ipynb b/content/GCP/02_intro_to_compute.ipynb index 7097fbc..fda48cd 100644 --- a/content/GCP/02_intro_to_compute.ipynb +++ b/content/GCP/02_intro_to_compute.ipynb @@ -309,7 +309,7 @@ "Did you \"Follow\" the VM instance by looking at the **activity** page as discussed above?\n", "\n", "Since we care about paying for resources we are not using we review our project by visiting the *compute engine* service and reviewing that we no longer have any *VM instances* running. \n", - " * Go to **Navigation Menu** -> **Compute Engine** (under Compute) -> **Instances** and look for your virtual machine.\n", + " * Go to **Navigation Menu** -> **Compute Engine** (under Compute) -> **Instances** and look for your virtual machine. It should be gone!\n", "\n", "In a later episode we will show how to easily list all the resources in a project." ] diff --git a/content/GCP/04_intro_to_cli.ipynb b/content/GCP/04_intro_to_cli.ipynb index 9136726..6ffab2b 100644 --- a/content/GCP/04_intro_to_cli.ipynb +++ b/content/GCP/04_intro_to_cli.ipynb @@ -62,8 +62,11 @@ "id": "8eb44568-1108-4963-aebf-7f6b98ddaffc", "metadata": {}, "source": [ - "### Advanced call-out\n", - "You can access the cloud shell from your laptop via `gcloud cloud-shell ssh` if you have the [Google Cloud SDK installed](https://cloud.google.com/sdk/docs/install). Installing the Google Cloud SDK will also allow you to run `gcloud` and `gsutil` commands directly from your laptop, workstation, or cluster. *Pro-tip, you cannot use a service account to access the cloud shell.*" + "```{admonition} Tip\n", + ":class: tip\n", + "\n", + "You can access the cloud shell from your laptop via `gcloud cloud-shell ssh` if you have the [Google Cloud SDK installed](https://cloud.google.com/sdk/docs/install). Installing the Google Cloud SDK will also allow you to run `gcloud` and `gsutil` commands directly from your laptop, workstation, or cluster. *Pro-tip, you cannot use a service account to access the cloud shell.*\n", + "```" ] }, { @@ -236,12 +239,18 @@ "\n", "*To make the point even clearer, we use environment variables in the Cloud Essentials notebooks instead of hard coding them, which makes it easy for anyone to run, use, and edit and thus collaborate and contribute to them!*\n", "\n", - "We now demonstrate the basic use environment variables. As a reminder, environment variables are used to store configuration information that can be easily passed between programs and programming languages." + "We now demonstrate the basic use environment variables. As a reminder, environment variables are used to store configuration information that can be easily passed between programs and programming languages.\n", + "\n", + "```{admonition} Advanced Tip\n", + ":class: tip\n", + "\n", + "Although we do not always need to, we should always enclose shell variables in double quotes and enclose the variable name in curly braces (funny things may happen otherwise) when writing scripts, for example `\"${TEST}\"`. In most cases it is easier to do this every time than try to figure out when it is possible to use the short form. We only use the short form (`$TEST`) when it is used frequently and known to always work (most cases here), in our case it is `$PROJECT` and `$BUCKET`. When in doubt, use the explicit form.\n", + "```" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "b8f74fe9-0943-4bd9-a91b-da09c001f8a1", "metadata": {}, "outputs": [], @@ -251,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "b937f6c7-3697-4bc0-8e32-da0b0faec593", "metadata": {}, "outputs": [ @@ -272,14 +281,12 @@ "id": "78fe7013-a5ae-498f-aeab-ba1f3c710de1", "metadata": {}, "source": [ - "Although we do not always need to, we should always enclose shell variables in double quotes and enclose the variable name in curly braces (funny things may happen otherwise). In most cases it is easier to do this every time than try to figure out when it is possible to use the short form. We only use the short form (`$TEST`) when it is used frequently and known to always work, in our case it is `$PROJECT` and `$BUCKET`. When in doubt, use the explicit form.\n", - "\n", "There are a number of environment variables already set that contain useful information, for example:" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "bae0587c-0379-40e3-9c31-16ba5505487a", "metadata": {}, "outputs": [ @@ -287,17 +294,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "student31\n" + "learner\n" ] } ], "source": [ - "echo \"${USER}\"" + "echo $USER" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "52b4add5-0d18-4faf-a304-b7e0ee8ba82e", "metadata": {}, "outputs": [ @@ -305,12 +312,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "cs-730348008320-default-default-wwhtf\n" + "essentials\n" ] } ], "source": [ - "echo \"${HOSTNAME}\"" + "echo $HOSTNAME" ] }, { @@ -323,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "776806e4-209f-45fa-b14e-f771f5d5089d", "metadata": {}, "outputs": [ @@ -331,7 +338,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Tue 02 Nov 2021 07:15:33 PM UTC\n" + "Thu Feb 3 20:10:51 UTC 2022\n" ] } ], @@ -341,7 +348,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "id": "560fde63-0eb8-4c52-9787-4debfe35ec23", "metadata": {}, "outputs": [ @@ -349,7 +356,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Date: Tue 02 Nov 2021 07:15:34 PM UTC\n" + "Date: Thu Feb 3 20:10:52 UTC 2022\n" ] } ], @@ -357,6 +364,14 @@ "echo \"Date: $(date)\"" ] }, + { + "cell_type": "markdown", + "id": "4ba54cbd-573e-43f6-ad7c-ccf6dac871b0", + "metadata": {}, + "source": [ + "We use double quotes to make it a single string." + ] + }, { "cell_type": "markdown", "id": "6323f7bf-b2fe-4c94-a87a-2d35e75a1a49", @@ -369,7 +384,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "id": "18f40620-8537-42b5-948f-dd581e604a36", "metadata": {}, "outputs": [ @@ -377,8 +392,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Your active configuration is: [cloudshell-17640]\n", - "just-armor-301114\n" + "essentials-learner\n" ] } ], @@ -388,27 +402,19 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "id": "a959f857-8a20-4356-bc30-dbf8c75be96d", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Your active configuration is: [cloudshell-17640]\n" - ] - } - ], + "outputs": [], "source": [ "PROJECT=\"$(gcloud config get-value project)\"" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "id": "c1d27e89-cc69-4979-82c4-79c3fb36bccb", "metadata": {}, "outputs": [ @@ -416,7 +422,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "just-armor-301114\n" + "essentials-learner\n" ] } ], @@ -437,12 +443,12 @@ "id": "c25e6431-4f92-454a-bd10-e77cb28deec6", "metadata": {}, "source": [ - "Now use the `PROJECT` envrionment variable to get more information about the active project." + "Now use the `PROJECT` environment variable to get more information about the active project (you may be prompted to enable the API)." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 19, "id": "31b01f78-94b1-44f0-a2af-d657058941b2", "metadata": {}, "outputs": [ @@ -450,11 +456,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "createTime: '2021-01-08T14:17:35.831Z'\n", + "createTime: '2022-01-14T19:03:26.486Z'\n", "lifecycleState: ACTIVE\n", - "name: CLASS Project\n", - "projectId: just-armor-301114\n", - "projectNumber: '1002111293252'\n" + "name: essentials-learner\n", + "parent:\n", + " id: '1072231596131'\n", + " type: folder\n", + "projectId: essentials-learner\n", + "projectNumber: '998995103712'\n" ] } ], @@ -472,7 +481,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 21, "id": "845b2aaf-0032-4043-a40a-d2482693d23e", "metadata": {}, "outputs": [ @@ -480,20 +489,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "[accessibility]\n", - "screen_reader = True\n", - "[component_manager]\n", - "disable_update_check = True\n", - "[compute]\n", - "gce_metadata_read_timeout_sec = 30\n", "[core]\n", - "account = student31@class.internet2.edu\n", + "account = 998995103712-compute@developer.gserviceaccount.com\n", "disable_usage_reporting = True\n", - "project = just-armor-301114\n", - "[metrics]\n", - "environment = devshell\n", + "project = essentials-learner\n", "\n", - "Your active configuration is: [cloudshell-17640]\n" + "Your active configuration is: [default]\n" ] } ], @@ -511,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 23, "id": "9714ebe2-2921-498b-9e0e-69ec6a85896a", "metadata": {}, "outputs": [ @@ -519,7 +520,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "just-armor-301114\n" + "essentials-learner\n" ] } ], @@ -537,7 +538,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 25, "id": "7d803ddd-acca-4ad1-933a-4d6e6044def6", "metadata": {}, "outputs": [ @@ -545,12 +546,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "just-armor-301114\n" + "essentials-learner\n" ] } ], "source": [ - "PROJECT=\"$(gcloud config list --format='value(core.project)')\"\n", + "PROJECT=$(gcloud config list --format='value(core.project)')\n", "echo $PROJECT" ] }, @@ -588,7 +589,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 26, "id": "678a1735-8cad-403c-b302-639de1fb0f4b", "metadata": { "tags": [] @@ -598,26 +599,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"accessibility\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"screen_reader\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"True\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"component_manager\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"disable_update_check\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"True\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"compute\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"gce_metadata_read_timeout_sec\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"30\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"core\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"account\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"student31@class.internet2.edu\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"disable_usage_reporting\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"True\"\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"project\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"just-armor-301114\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", - " \u001b[0m\u001b[34;1m\"metrics\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", - " \u001b[0m\u001b[34;1m\"environment\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"devshell\"\u001b[0m\u001b[1;39m\n", - " \u001b[1;39m}\u001b[0m\u001b[1;39m\n", - "\u001b[1;39m}\u001b[0m\n" + "bash: jq: command not found\n" ] + }, + { + "ename": "", + "evalue": "127", + "output_type": "error", + "traceback": [] } ], "source": [ @@ -626,7 +615,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 27, "id": "b0dec5ed-dc7f-4003-b228-f6605119ce47", "metadata": {}, "outputs": [ @@ -634,8 +623,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "just-armor-301114\n" + "bash: jq: command not found\n" ] + }, + { + "ename": "", + "evalue": "127", + "output_type": "error", + "traceback": [] } ], "source": [ From 9c77425071ae559f7f1b187b4717845d76138322 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 21:56:49 +0000 Subject: [PATCH 08/19] GCP: Simplify the use of ENV var's. --- content/GCP/04_intro_to_cli.ipynb | 195 +++++++++--------------------- 1 file changed, 60 insertions(+), 135 deletions(-) diff --git a/content/GCP/04_intro_to_cli.ipynb b/content/GCP/04_intro_to_cli.ipynb index 6ffab2b..72499e4 100644 --- a/content/GCP/04_intro_to_cli.ipynb +++ b/content/GCP/04_intro_to_cli.ipynb @@ -104,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "3ce9e6fb-9f5f-42e1-8512-35c0564f8e85", "metadata": {}, "outputs": [ @@ -112,7 +112,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "998995103712-compute@developer.gserviceaccount.com\n" + "Your active configuration is: [cloudshell-2071]\n", + "learner@class.internet2.edu\n" ] } ], @@ -130,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "cfb10587-e007-45ae-839f-7bcfe088c711", "metadata": {}, "outputs": [ @@ -138,6 +139,7 @@ "name": "stdout", "output_type": "stream", "text": [ + "Your active configuration is: [cloudshell-2071]\n", "essentials-learner\n" ] } @@ -156,7 +158,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "617325c9-d853-4291-a1db-938ab9439fee", "metadata": {}, "outputs": [ @@ -250,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "b8f74fe9-0943-4bd9-a91b-da09c001f8a1", "metadata": {}, "outputs": [], @@ -260,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "b937f6c7-3697-4bc0-8e32-da0b0faec593", "metadata": {}, "outputs": [ @@ -286,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "bae0587c-0379-40e3-9c31-16ba5505487a", "metadata": {}, "outputs": [ @@ -304,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "52b4add5-0d18-4faf-a304-b7e0ee8ba82e", "metadata": {}, "outputs": [ @@ -312,7 +314,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "essentials\n" + "cs-194566722441-default\n" ] } ], @@ -330,7 +332,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "id": "776806e4-209f-45fa-b14e-f771f5d5089d", "metadata": {}, "outputs": [ @@ -338,7 +340,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Thu Feb 3 20:10:51 UTC 2022\n" + "Thu 03 Feb 2022 09:50:31 PM UTC\n" ] } ], @@ -348,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "560fde63-0eb8-4c52-9787-4debfe35ec23", "metadata": {}, "outputs": [ @@ -356,7 +358,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Date: Thu Feb 3 20:10:52 UTC 2022\n" + "Date: Thu 03 Feb 2022 09:50:31 PM UTC\n" ] } ], @@ -384,7 +386,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "id": "18f40620-8537-42b5-948f-dd581e604a36", "metadata": {}, "outputs": [ @@ -392,6 +394,7 @@ "name": "stdout", "output_type": "stream", "text": [ + "Your active configuration is: [cloudshell-2071]\n", "essentials-learner\n" ] } @@ -402,19 +405,27 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "id": "a959f857-8a20-4356-bc30-dbf8c75be96d", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Your active configuration is: [cloudshell-2071]\n" + ] + } + ], "source": [ - "PROJECT=\"$(gcloud config get-value project)\"" + "PROJECT=$(gcloud config get-value project)" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "id": "c1d27e89-cc69-4979-82c4-79c3fb36bccb", "metadata": {}, "outputs": [ @@ -435,7 +446,17 @@ "id": "9d3a8504-a75c-4945-ab54-85f1d9a7e2b2", "metadata": {}, "source": [ - "Note the \"Your active configuration is: ...\" line is a \"warning\" and not actually part of the output of the program." + "Note the \"Your active configuration is: ...\" line is a \"warning\" and not actually part of the output of the program.\n", + "\n", + "````{admonition} Advanced Tip\n", + ":class: tip\n", + "\n", + "You can also use \n", + "```\n", + "PROJECT=$(gcloud config list --format='value(core.project)')\n", + "```\n", + "to get the project id without the warning.\n", + "````" ] }, { @@ -448,7 +469,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 14, "id": "31b01f78-94b1-44f0-a2af-d657058941b2", "metadata": {}, "outputs": [ @@ -471,98 +492,6 @@ "gcloud projects describe $PROJECT" ] }, - { - "cell_type": "markdown", - "id": "ed2ab9ce-6b0a-4939-88c7-8103e29413b7", - "metadata": {}, - "source": [ - "Note the extraneous message about the active configuration produced by the `gcloud config get-value project` command. A slightly different way to access the data can be used to remove the extraneous message by using the following command:" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "845b2aaf-0032-4043-a40a-d2482693d23e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[core]\n", - "account = 998995103712-compute@developer.gserviceaccount.com\n", - "disable_usage_reporting = True\n", - "project = essentials-learner\n", - "\n", - "Your active configuration is: [default]\n" - ] - } - ], - "source": [ - "gcloud config list" - ] - }, - { - "cell_type": "markdown", - "id": "d919b26d-2f64-4a43-9c76-34f7798fe853", - "metadata": {}, - "source": [ - "We can now use the `--format='value()'` option to get specific values. The following command returns the project number without the extraneous message." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "9714ebe2-2921-498b-9e0e-69ec6a85896a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "essentials-learner\n" - ] - } - ], - "source": [ - "gcloud config list --format='value(core.project)'" - ] - }, - { - "cell_type": "markdown", - "id": "ba660d2b-5ddf-449b-8049-56a40f2e366b", - "metadata": {}, - "source": [ - "Note where the `core` part comes in the output of the `gcloud config list` command." - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "7d803ddd-acca-4ad1-933a-4d6e6044def6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "essentials-learner\n" - ] - } - ], - "source": [ - "PROJECT=$(gcloud config list --format='value(core.project)')\n", - "echo $PROJECT" - ] - }, - { - "cell_type": "markdown", - "id": "d40b2c7b-7331-412d-80e1-f1a77204075a", - "metadata": {}, - "source": [ - "We will use this form from now on. Since we know the Project ID only contains numbers, letters, and dashes with no spaces there is no need to use quotes." - ] - }, { "cell_type": "markdown", "id": "270e0abb-d5e9-476a-af91-060cc0ea0349", @@ -570,10 +499,8 @@ "source": [ "```{admonition} Exercise\n", "\n", - " * What command shows the project number? (hint: we used it already)\n", - " * What is the name of this variable? (hint: it is case sensitive)\n", - " * What command shows *just* the Project Number (hint: use `--format`)\n", - " * Set the `PROJECT_NUMBER` environment variable with the correct value. (hint: be careful with punctuation (single and double quotes) and matching brackets and punctuation)\n", + " * What command shows the account? (hint: we used it already)\n", + " * Set the `ACCOUNT` environment variable with the correct value. (hint: be careful with punctuation (single and double quotes) and matching brackets and punctuation)\n", "```" ] }, @@ -584,12 +511,12 @@ "source": [ "## Formating and Scripting Output (Optional)\n", "\n", - "The following example shows how to output the configuration as `JSON`. The command `jq` can also be used to parse the JSON data." + "The following example shows how to output the configuration as `JSON`. The command `jq` can also be used to parse the JSON data in addition to the `--format` option." ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 15, "id": "678a1735-8cad-403c-b302-639de1fb0f4b", "metadata": { "tags": [] @@ -599,23 +526,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "bash: jq: command not found\n" + "\u001b[1;39m{\n", + " \u001b[0m\u001b[34;1m\"createTime\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"2022-01-14T19:03:26.486Z\"\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"lifecycleState\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"ACTIVE\"\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"name\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"essentials-learner\"\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"parent\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[1;39m{\n", + " \u001b[0m\u001b[34;1m\"id\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"1072231596131\"\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"type\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"folder\"\u001b[0m\u001b[1;39m\n", + " \u001b[1;39m}\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"projectId\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"essentials-learner\"\u001b[0m\u001b[1;39m,\n", + " \u001b[0m\u001b[34;1m\"projectNumber\"\u001b[0m\u001b[1;39m: \u001b[0m\u001b[0;32m\"998995103712\"\u001b[0m\u001b[1;39m\n", + "\u001b[1;39m}\u001b[0m\n" ] - }, - { - "ename": "", - "evalue": "127", - "output_type": "error", - "traceback": [] } ], "source": [ - "gcloud config list --format=json |jq" + "gcloud projects describe $PROJECT --format=json | jq" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 16, "id": "b0dec5ed-dc7f-4003-b228-f6605119ce47", "metadata": {}, "outputs": [ @@ -623,18 +554,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "bash: jq: command not found\n" + "998995103712\n" ] - }, - { - "ename": "", - "evalue": "127", - "output_type": "error", - "traceback": [] } ], "source": [ - "gcloud config list --format=json |jq -r .core.project" + "gcloud projects describe $PROJECT --format=json | jq -r .projectNumber" ] } ], From 2a18af844fd3fb74d13c88a0f30d8f15be02cbc8 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 22:22:16 +0000 Subject: [PATCH 09/19] GCP: simplify syntax and re-render in cloudshell --- content/GCP/05_cli_storage.ipynb | 319 +++++++++++++------------------ 1 file changed, 137 insertions(+), 182 deletions(-) diff --git a/content/GCP/05_cli_storage.ipynb b/content/GCP/05_cli_storage.ipynb index 00d761a..878850e 100644 --- a/content/GCP/05_cli_storage.ipynb +++ b/content/GCP/05_cli_storage.ipynb @@ -53,7 +53,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "998995103712-compute@developer.gserviceaccount.com\n" + "Your active configuration is: [cloudshell-27767]\n", + "learner@class.internet2.edu\n" ] } ], @@ -71,6 +72,7 @@ "name": "stdout", "output_type": "stream", "text": [ + "Your active configuration is: [cloudshell-27767]\n", "essentials-learner\n" ] } @@ -82,6 +84,25 @@ { "cell_type": "code", "execution_count": 3, + "id": "44f0b255-508a-4488-abde-87aae67cd5b3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Your active configuration is: [cloudshell-27767]\n", + "learner@class.internet2.edu\n" + ] + } + ], + "source": [ + "ACCOUNT=$(gcloud config get-value account) ; echo $ACCOUNT" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "id": "36fcc48b-8a5b-4158-9704-f1ea7c9951eb", "metadata": {}, "outputs": [ @@ -89,13 +110,13 @@ "name": "stdout", "output_type": "stream", "text": [ + "Your active configuration is: [cloudshell-27767]\n", "essentials-learner\n" ] } ], "source": [ - "PROJECT=$(gcloud config list --format='value(core.project)')\n", - "echo $PROJECT" + "PROJECT=$(gcloud config get-value project) ; echo $PROJECT" ] }, { @@ -118,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "255eb914-a06a-4bfd-adbb-7ca2f94678e7", "metadata": {}, "outputs": [ @@ -126,18 +147,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "essentials-learner-2022-01-21\n" + "essentials-learner-2022-02-03\n" ] } ], "source": [ - "BUCKET=\"essentials-${USER}-$(date +%F)\"\n", + "BUCKET=\"essentials-$USER-$(date +%F)\"\n", "echo $BUCKET" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "b0661b4c-b56b-4d6d-ba3c-e1c5f38699c6", "metadata": {}, "outputs": [ @@ -145,12 +166,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Creating gs://essentials-learner-2022-01-21/...\n" + "Creating gs://essentials-learner-2022-02-03/...\n" ] } ], "source": [ - "gsutil mb \"gs://$BUCKET\"" + "gsutil mb gs://$BUCKET" ] }, { @@ -175,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "8ae2988a-fca8-4601-a7e5-458627fe68e3", "metadata": {}, "outputs": [ @@ -183,7 +204,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/\n" + "gs://essentials-learner-2022-02-03/\n" ] } ], @@ -209,7 +230,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "ecc0e4fe-c9d0-4edd-9a0c-56b5b9ec7c54", "metadata": { "scrolled": true, @@ -220,7 +241,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/ :\n", + "gs://essentials-learner-2022-02-03/ :\n", "\tStorage class:\t\t\tSTANDARD\n", "\tLocation type:\t\t\tmulti-region\n", "\tLocation constraint:\t\tUS\n", @@ -232,71 +253,17 @@ "\tRequester Pays enabled:\t\tNone\n", "\tLabels:\t\t\t\tNone\n", "\tDefault KMS key:\t\tNone\n", - "\tTime created:\t\t\tFri, 21 Jan 2022 23:23:39 GMT\n", - "\tTime updated:\t\t\tFri, 21 Jan 2022 23:23:39 GMT\n", + "\tTime created:\t\t\tThu, 03 Feb 2022 22:19:56 GMT\n", + "\tTime updated:\t\t\tThu, 03 Feb 2022 22:19:56 GMT\n", "\tMetageneration:\t\t\t1\n", "\tBucket Policy Only enabled:\tFalse\n", "\tPublic access prevention:\tinherited\n", - "\tRPO:\t\t\t\tDEFAULT\n", - "\tACL:\t\t\t\t\n", - "\t [\n", - "\t {\n", - "\t \"entity\": \"project-owners-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"owners\"\n", - "\t },\n", - "\t \"role\": \"OWNER\"\n", - "\t },\n", - "\t {\n", - "\t \"entity\": \"project-editors-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"editors\"\n", - "\t },\n", - "\t \"role\": \"OWNER\"\n", - "\t },\n", - "\t {\n", - "\t \"entity\": \"project-viewers-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"viewers\"\n", - "\t },\n", - "\t \"role\": \"READER\"\n", - "\t }\n", - "\t ]\n", - "\tDefault ACL:\t\t\t\n", - "\t [\n", - "\t {\n", - "\t \"entity\": \"project-owners-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"owners\"\n", - "\t },\n", - "\t \"role\": \"OWNER\"\n", - "\t },\n", - "\t {\n", - "\t \"entity\": \"project-editors-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"editors\"\n", - "\t },\n", - "\t \"role\": \"OWNER\"\n", - "\t },\n", - "\t {\n", - "\t \"entity\": \"project-viewers-998995103712\",\n", - "\t \"projectTeam\": {\n", - "\t \"projectNumber\": \"998995103712\",\n", - "\t \"team\": \"viewers\"\n", - "\t },\n", - "\t \"role\": \"READER\"\n", - "\t }\n", - "\t ]\n" + "\tRPO:\t\t\t\tDEFAULT\n" ] } ], "source": [ - "gsutil ls -L -b \"gs://$BUCKET\"" + "gsutil ls -L -b gs://$BUCKET | head -18" ] }, { @@ -306,14 +273,14 @@ "source": [ "You can see that the bucket is \"multi-region\" and uses the \"standard\" storage class (this is the type of storage). The standard storage class is best used for frequently used buckets. Other storage classes are designed for less frequent use, are less expensive, but come with more restrictions and more complex access costs and should only be used after careful consideration.\n", "\n", - "Ignore the \"ACL\" section for now.\n", + "*We used the `| head -18 ` command here to limit the response to the first few lines (we ignore ACL for now)*\n", "\n", "You may also want to verify that you can see the newly created bucket in the web console dashboard or \"Cloud Storage\" page and explore the properties there." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "8fc85600-a793-413b-b139-642e4cf08a8e", "metadata": {}, "outputs": [], @@ -334,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "bb8e7270-2f64-4fbd-b312-b18a7960700f", "metadata": { "scrolled": true, @@ -346,76 +313,20 @@ "output_type": "stream", "text": [ "---\n", - "insertId: -o4omdgeg7sge\n", + "insertId: -oywycvf1xe8xy\n", "logName: projects/essentials-learner/logs/cloudaudit.googleapis.com%2Factivity\n", "protoPayload:\n", " '@type': type.googleapis.com/google.cloud.audit.AuditLog\n", " authenticationInfo:\n", - " principalEmail: 998995103712-compute@developer.gserviceaccount.com\n", - " serviceAccountDelegationInfo:\n", - " - firstPartyPrincipal:\n", - " principalEmail: service-998995103712@compute-system.iam.gserviceaccount.com\n", + " principalEmail: learner@class.internet2.edu\n", " authorizationInfo:\n", " - granted: true\n", - " permission: storage.buckets.create\n", - " resource: projects/_/buckets/essentials-learner-2022-01-21\n", - " resourceAttributes: {}\n", - " metadata:\n", - " rpo: DEFAULT\n", - " methodName: storage.buckets.create\n", - " request:\n", - " defaultObjectAcl:\n", - " '@type': type.googleapis.com/google.iam.v1.Policy\n", - " bindings:\n", - " - members:\n", - " - projectViewer:essentials-learner\n", - " role: roles/storage.legacyObjectReader\n", - " - members:\n", - " - projectOwner:essentials-learner\n", - " - projectEditor:essentials-learner\n", - " role: roles/storage.legacyObjectOwner\n", - " requestMetadata:\n", - " callerIp: 34.102.126.22\n", - " callerNetwork: //compute.googleapis.com/projects/essentials-learner/global/networks/__unknown__\n", - " callerSuppliedUserAgent: apitools Python/3.7.3 gsutil/5.5 (linux) analytics/disabled\n", - " interactive/True command/mb google-cloud-sdk/366.0.0,gzip(gfe)\n", - " destinationAttributes: {}\n", - " requestAttributes:\n", - " auth: {}\n", - " time: '2022-01-21T23:23:39.060742076Z'\n", - " resourceLocation:\n", - " currentLocations:\n", - " - us\n", - " resourceName: projects/_/buckets/essentials-learner-2022-01-21\n", - " serviceData:\n", - " '@type': type.googleapis.com/google.iam.v1.logging.AuditData\n", - " policyDelta:\n", - " bindingDeltas:\n", - " - action: ADD\n", - " member: projectEditor:essentials-learner\n", - " role: roles/storage.legacyBucketOwner\n", - " - action: ADD\n", - " member: projectOwner:essentials-learner\n", - " role: roles/storage.legacyBucketOwner\n", - " - action: ADD\n", - " member: projectViewer:essentials-learner\n", - " role: roles/storage.legacyBucketReader\n", - " serviceName: storage.googleapis.com\n", - " status: {}\n", - "receiveTimestamp: '2022-01-21T23:23:39.729940907Z'\n", - "resource:\n", - " labels:\n", - " bucket_name: essentials-learner-2022-01-21\n", - " location: us\n", - " project_id: essentials-learner\n", - " type: gcs_bucket\n", - "severity: NOTICE\n", - "timestamp: '2022-01-21T23:23:39.055676566Z'\n" + " permission: storage.buckets.create\n" ] } ], "source": [ - "gcloud logging read --limit 1" + "gcloud logging read --limit 1 | head" ] }, { @@ -455,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "f9a90752-871f-4156-b122-4c46fd4bfa43", "metadata": {}, "outputs": [], @@ -473,7 +384,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "bc0fb778-cc2e-4af4-8aa8-ca90d6b4f877", "metadata": {}, "outputs": [ @@ -499,7 +410,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "6384974b-d422-4ac1-90b7-cf9feec9aa8c", "metadata": {}, "outputs": [ @@ -514,12 +425,12 @@ } ], "source": [ - "gsutil cp one.txt \"gs://$BUCKET/1\"" + "gsutil cp one.txt gs://$BUCKET/1" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "49589119-56bb-4c7b-b0a6-36e8f1133056", "metadata": {}, "outputs": [ @@ -527,12 +438,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/1\n" + "gs://essentials-learner-2022-02-03/1\n" ] } ], "source": [ - "gsutil ls \"gs://$BUCKET\"" + "gsutil ls gs://$BUCKET" ] }, { @@ -543,6 +454,24 @@ "Copy the object to the standard out (displays it on the screen)." ] }, + { + "cell_type": "code", + "execution_count": 15, + "id": "79d0f1ac-e42f-46c4-aeec-6548a2651015", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "test one\n" + ] + } + ], + "source": [ + "gsutil cat gs://$BUCKET/1" + ] + }, { "cell_type": "markdown", "id": "ef366240-1152-4b30-b99f-b7835f63788d", @@ -553,7 +482,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "id": "442cc51f-8856-41d4-a3a6-072c8569beef", "metadata": {}, "outputs": [ @@ -571,7 +500,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "id": "4e3c0de9-8a23-428a-9689-0cf896228afe", "metadata": {}, "outputs": [ @@ -584,7 +513,7 @@ } ], "source": [ - "gsutil cat \"gs://$BUCKET/1\"" + "gsutil cat gs://$BUCKET/1" ] }, { @@ -597,7 +526,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "id": "13f94b36-7dea-46b9-9e8b-baa8b4e59de6", "metadata": {}, "outputs": [ @@ -605,19 +534,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "Copying gs://essentials-learner-2022-01-21/1...\n", + "Copying gs://essentials-learner-2022-02-03/1...\n", "/ [1 files][ 9.0 B/ 9.0 B] \n", "Operation completed over 1 objects/9.0 B. \n" ] } ], "source": [ - "gsutil cp \"gs://$BUCKET/1\" one.txt" + "gsutil cp gs://$BUCKET/1 one.txt" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "id": "3982f21c-b827-4772-aa8c-3ac67e478b0d", "metadata": {}, "outputs": [ @@ -643,7 +572,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "id": "6b57a3fc-94ea-4c25-b7ac-2744d7b28852", "metadata": {}, "outputs": [ @@ -669,7 +598,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "id": "5a7fc453-fca7-4ab4-8f0a-cb4de53bc992", "metadata": {}, "outputs": [ @@ -684,7 +613,7 @@ } ], "source": [ - "date | gsutil cp - \"gs://$BUCKET/2\"" + "date | gsutil cp - gs://$BUCKET/2" ] }, { @@ -697,7 +626,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "id": "1be58d86-5de7-420c-a3b3-0b82839ac90f", "metadata": {}, "outputs": [ @@ -705,8 +634,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/1\n", - "gs://essentials-learner-2022-01-21/2\n" + "gs://essentials-learner-2022-02-03/1\n", + "gs://essentials-learner-2022-02-03/2\n" ] } ], @@ -721,13 +650,13 @@ "source": [ "```{admonition} Exercise\n", "\n", - "* Display the date in the bucket.\n", + "* Display the object with the date in the bucket.\n", "```" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 23, "id": "e3d0585b-4d81-4429-ad90-b3ff51eec13d", "metadata": {}, "outputs": [ @@ -735,12 +664,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Fri Jan 21 23:23:53 UTC 2022\n" + "Thu 03 Feb 2022 10:20:26 PM UTC\n" ] } ], "source": [ - "gsutil cat \"gs://$BUCKET/2\"" + "gsutil cat gs://$BUCKET/2" ] }, { @@ -753,7 +682,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 24, "id": "9ad460d9-7a4f-4e3f-befb-2bbb10c51993", "metadata": {}, "outputs": [ @@ -761,19 +690,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "Removing gs://essentials-learner-2022-01-21/1...\n", + "Removing gs://essentials-learner-2022-02-03/1...\n", "/ [1 objects] \n", "Operation completed over 1 objects. \n" ] } ], "source": [ - "gsutil rm \"gs://$BUCKET/1\"" + "gsutil rm gs://$BUCKET/1" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 25, "id": "8fd782f2-700a-4862-970b-1b4751009d5f", "metadata": {}, "outputs": [ @@ -781,12 +710,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/2\n" + "gs://essentials-learner-2022-02-03/2\n" ] } ], "source": [ - "gsutil ls \"gs://$BUCKET\"" + "gsutil ls gs://$BUCKET" ] }, { @@ -799,7 +728,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 26, "id": "e1350695-0f01-4205-a604-91d62896783e", "metadata": {}, "outputs": [ @@ -807,13 +736,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Removing gs://essentials-learner-2022-01-21/...\n", - "NotEmptyException: 409 BucketNotEmpty (essentials-learner-2022-01-21)\n" + "Removing gs://essentials-learner-2022-02-03/...\n", + "NotEmptyException: 409 BucketNotEmpty (essentials-learner-2022-02-03)\n" ] } ], "source": [ - "gsutil rb \"gs://$BUCKET\"\n", + "gsutil rb gs://$BUCKET\n", "/bin/true # ignore expected error in Jupyter" ] }, @@ -827,7 +756,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 27, "id": "ba2671f8-521f-48b4-9231-491d128ba67c", "metadata": {}, "outputs": [ @@ -835,19 +764,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "Removing gs://essentials-learner-2022-01-21/2...\n", + "Removing gs://essentials-learner-2022-02-03/2...\n", "/ [1 objects] \n", "Operation completed over 1 objects. \n" ] } ], "source": [ - "gsutil rm \"gs://$BUCKET/2\"" + "gsutil rm gs://$BUCKET/2" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 28, "id": "73d8b299-8e8e-443e-ae5b-4ecf7efa0442", "metadata": {}, "outputs": [ @@ -855,7 +784,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/\n" + "gs://essentials-learner-2022-02-03/\n" ] } ], @@ -874,7 +803,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 29, "id": "7b32764d-e7b5-42d6-8f88-bc6936b2024a", "metadata": {}, "outputs": [ @@ -882,7 +811,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/\n" + "gs://essentials-learner-2022-02-03/\n" ] } ], @@ -900,7 +829,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 30, "id": "82487bd8-14f4-4811-8f5a-dd346042bd0f", "metadata": {}, "outputs": [ @@ -908,7 +837,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Bucket: essentials-learner-2022-01-21\n" + "Bucket: essentials-learner-2022-02-03\n" ] } ], @@ -916,9 +845,35 @@ "echo \"Bucket: $BUCKET\"" ] }, + { + "cell_type": "markdown", + "id": "6120eee3-47d0-4e28-a1dd-b1090297a573", + "metadata": {}, + "source": [ + "Check to see if the bucket is empty" + ] + }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 31, + "id": "a52e1838-02f4-406c-a58f-6a709d9aaf2e", + "metadata": {}, + "outputs": [], + "source": [ + "gsutil ls gs://$BUCKET" + ] + }, + { + "cell_type": "markdown", + "id": "6eb97c7e-aed6-493a-b724-a4d6ba3cb806", + "metadata": {}, + "source": [ + "Remove the bucket" + ] + }, + { + "cell_type": "code", + "execution_count": 32, "id": "8635db94-2f3c-46d2-acc2-76a176fb37e7", "metadata": {}, "outputs": [ @@ -926,12 +881,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Removing gs://essentials-learner-2022-01-21/...\n" + "Removing gs://essentials-learner-2022-02-03/...\n" ] } ], "source": [ - "gsutil rb \"gs://$BUCKET\"" + "gsutil rb gs://$BUCKET" ] }, { @@ -939,12 +894,12 @@ "id": "3e2178ca", "metadata": {}, "source": [ - "We verify that the bucket has been removed. In this example there is no output since there are no more buckets." + "We verify that the bucket has been removed." ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "id": "ed6f0204-0de2-4d20-ab00-3b7a1023fd86", "metadata": {}, "outputs": [], From 48c028b24c8972f8e0afa54fa8e13ca71e721fb5 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Thu, 3 Feb 2022 16:35:52 -0600 Subject: [PATCH 10/19] GCP: Scripts to run jupyterlab in cloudshell --- Build.md | 25 +++++++++++++++++++------ scripts/gcp-cloudshell-jupyter-lab.sh | 4 ++++ scripts/gcp-cloudshell.sh | 4 ++++ 3 files changed, 27 insertions(+), 6 deletions(-) create mode 100755 scripts/gcp-cloudshell-jupyter-lab.sh create mode 100755 scripts/gcp-cloudshell.sh diff --git a/Build.md b/Build.md index c4033d1..2a88a6d 100644 --- a/Build.md +++ b/Build.md @@ -32,14 +32,27 @@ This copies the contents of `content/_build/html/` to `docs/` so GitHub Pages wi ## GCP -Using Jupyter launched from a remote Visual Code Studio session inside GCP Cloud-Shell requires some local settings stored in `local.sh`, use the following as a template replacing the project and email with the proper vaules: -``` -gcloud config set account student31@class.internet2.edu -export GOOGLE_CLOUD_PROJECT=just-armor-301114 -export DEVSHELL_PROJECT_ID=$GOOGLE_CLOUD_PROJECT -gcloud config set project $GOOGLE_CLOUD_PROJECT +Checkout the project so it is not seen by the students. Run `./scripts/gcp-cloudshell.sh` to open the shell with the agent and ports 8080 and 8081 forwarded and run the following commands (onetime setup). Be sure to check the project and account values. + +```bash +git clone git@github.internet2.edu:/CLASS/CLASS-Essentials.git .essentials +cd .essentials/ +git checkout -b gcp-dev --track origin/gcp-dev + +ACCOUNT=learner@class.internet2.edu +PROJECT=essentials-learner +cat > .essentials/local.sh < Date: Fri, 4 Feb 2022 12:34:27 -0600 Subject: [PATCH 11/19] Revert "AWS: Intro to CLI in AWS CloudShell updates and run" This reverts commit 46fdae5336006850fba289344f9bf4c99399a519. --- content/AWS/05_intro_to_cli.ipynb | 374 +++--------------------------- 1 file changed, 34 insertions(+), 340 deletions(-) diff --git a/content/AWS/05_intro_to_cli.ipynb b/content/AWS/05_intro_to_cli.ipynb index 025b5d3..089c3b2 100644 --- a/content/AWS/05_intro_to_cli.ipynb +++ b/content/AWS/05_intro_to_cli.ipynb @@ -49,12 +49,12 @@ "source": [ "## Using the CLI\n", "\n", - "Change to the home directory and check which file directory you are working in" + "To check which file directory you are working in" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 6, "id": "55024290-8843-4ae2-a81f-9ba6c5bdec13", "metadata": {}, "outputs": [ @@ -62,330 +62,53 @@ "name": "stdout", "output_type": "stream", "text": [ - "/home/cloudshell-user\n" + "/home/ec2-user\n" ] } ], "source": [ - "cd ~\n", "pwd" ] }, { "cell_type": "markdown", - "id": "33d9fba8-c7d1-4266-9714-9093b04fcf8b", - "metadata": {}, - "source": [ - "Check what is there (probably nothing)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "17edba1b-49e2-4378-9a85-ac9326c0f056", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hemingway.txt\n" - ] - } - ], - "source": [ - "ls" - ] - }, - { - "cell_type": "markdown", - "id": "57f2bf71-60fe-4635-bb8b-df1e46347f0d", - "metadata": {}, - "source": [ - "Set the time and date to your local time" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "fcded343-770b-49e7-851c-825b66ff2ee1", + "id": "47bdf3d8-3772-4f95-a119-f1f5eba717a5", "metadata": {}, - "outputs": [], "source": [ - "export TZ=US/Central" - ] - }, - { - "cell_type": "markdown", - "id": "627831ea-7c22-4073-af33-bbc508bd03b4", - "metadata": {}, - "source": [ - "To use the AWS command to list your s3 buckets:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "a1e47882-e2a7-4dd8-beb4-1a5fcde2ff52", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2022-02-02 17:53:39 essentials-test-learner-2022-02-02\n" - ] - } - ], - "source": [ - "aws s3 ls" - ] - }, - { - "cell_type": "markdown", - "id": "d3798517-272c-4710-817a-3b8ea9ff3443", - "metadata": {}, - "source": [ - "## Using S3 with the CLI\n", + "To use the AWS command to list your s3 buckets:\n", "\n", - "Use a variable for the bucket name and display it. Be sure to replace `learner` with your user username (for example `user1766969`)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "2a3fb47f-3032-4b1a-92e1-885b3b3daefb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "essentials-test-learner-2022-02-02\n" - ] - } - ], - "source": [ - "BUCKET=essentials-test-learner-$(date +%F)\n", - "echo $BUCKET" - ] - }, - { - "cell_type": "markdown", - "id": "985dd2a1-5191-4166-8e8f-ae7f47d5a983", - "metadata": {}, - "source": [ - "Let's list the contents of your s3 bucket:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f0e7d0eb-af86-428b-8975-967099734116", - "metadata": {}, - "outputs": [], - "source": [ - "aws s3 ls s3://$BUCKET" - ] - }, - { - "cell_type": "markdown", - "id": "ae11d3f5-0c53-4e4c-a211-31ea00455e75", - "metadata": {}, - "source": [ - "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "49cbd384-550f-4751-8a68-466d653c4ddf", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "echo \"The world breaks everyone\" > hemingway.txt" - ] - }, - { - "cell_type": "markdown", - "id": "52a1baf9-1161-4d9b-a6bc-16c970d6a7fa", - "metadata": {}, - "source": [ - "Check the file just to be sure" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "e9bd3f82-35ef-4676-8101-5e0b282104ba", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hemingway.txt\n" - ] - } - ], - "source": [ - "ls" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "1ef90f2d-bf70-4012-ab9c-9ff67e72d98c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The world breaks everyone\n" - ] - } - ], - "source": [ - "cat hemingway.txt" - ] - }, - { - "cell_type": "markdown", - "id": "c41dae7d-d5f9-46e6-a5ac-52fe777a44e6", - "metadata": {}, - "source": [ - "Now let's move the file into our s3 bucket. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "672312e5-c532-4ff9-8d29-2e4bf056e88e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "move: ./hemingway.txt to s3://essentials-test-learner-2022-02-02/hemingway.txt\n" - ] - } - ], - "source": [ - "aws s3 mv ./hemingway.txt s3://$BUCKET" - ] - }, - { - "cell_type": "markdown", - "id": "213da888-c131-4732-9739-b5a149e1b3b0", - "metadata": {}, - "source": [ - "Check the it was a move (not a copy) by checking the file is gone" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "4c66a71e-9e34-4178-9559-3af88cc73503", - "metadata": {}, - "outputs": [], - "source": [ - "ls" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "3d8888ca-1ef3-4c82-8ac5-f21e556b089e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "download: s3://essentials-test-learner-2022-02-02/hemingway.txt to ./hemingway.txt\n" - ] - } - ], - "source": [ - "aws s3 cp s3://$BUCKET/hemingway.txt ." - ] - }, - { - "cell_type": "markdown", - "id": "c56d3469-1b92-4fd6-aaae-547bd9db2331", - "metadata": {}, - "source": [ - "Check that we got the file back" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "9edabccc-1793-4225-9ef5-ae83f15a51c8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hemingway.txt\n" - ] - } - ], - "source": [ - "ls" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "9f110d51-24cb-48c0-9d4d-2b98b44cbf96", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The world breaks everyone\n" - ] - } - ], - "source": [ - "cat hemingway.txt" - ] - }, - { - "cell_type": "markdown", - "id": "84f4876d-0bb2-4987-9821-2a1d172f98af", - "metadata": {}, - "source": [ - "Cleanup after ourselves" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "704f3842-3f94-47f8-922d-ac9e69573460", - "metadata": {}, - "outputs": [], - "source": [ - "rm hemingway.txt" + "```bash\n", + "aws s3 ls\n", + "\n", + "```\n", + "\n", + "Let's list the contents of your s3 bucket:\n", + "\n", + "```bash\n", + "aws s3 ls s3://bucketname\n", + "\n", + "```\n", + "\n", + "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. \n", + "\n", + "```bash\n", + "echo \"The world breaks everyone\" > hemingway.txt\n", + "```\n", + "\n", + "Now let's move the file into our s3 bucket. \n", + "\n", + "```bash\n", + "aws s3 mv ./hemingway.txt s3://bucketname\n", + "\n", + "```" ] }, { "cell_type": "markdown", - "id": "78aa0823-bdb7-4edc-8296-6367e9452563", + "id": "9ed2bb8f", "metadata": {}, "source": [ - "```{admonition} Danger\n", - ":class: Danger\n", - "\n", - "The `aws s3 mv` command permanently deletes files. They cannot be recovered!\n", - "```" + "![cli-commands-1](images/cli_commands_1.png)" ] }, { @@ -396,38 +119,9 @@ "```{admonition} Exercise\n", ":class:\n", "\n", - "* How could you copy the original file instead of move it? \n", - "* How can you see the contents of your bucket through the AWS console?\n", - "* How would you remove the object `hemingway.txt` from your bucket?\n", - "```" - ] - }, - { - "cell_type": "markdown", - "id": "8d9a34a4-2a3a-4351-b2ae-73b8a519f442", - "metadata": {}, - "source": [ - "## Cleanup\n", - "\n", - "Remove the object from the bucket" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "536e1b46-e1e1-4158-b323-4d4d8c8e83ff", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "delete: s3://essentials-test-learner-2022-02-02/hemingway.txt\n" - ] - } - ], - "source": [ - "aws s3 rm s3://$BUCKET/hemingway.txt" + "* How can you see the contents of your bucket through the CLI? \n", + "* How can you see the contents of your bucket through the AWS console? \n", + "```\n" ] } ], From fc07d298463a18eff32060b216f88d605a7f5e33 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Fri, 4 Feb 2022 12:34:35 -0600 Subject: [PATCH 12/19] Revert "Fix warnings, semantic markup, content" This reverts commit 6bf38b28d13b859046a67b1f509e743268d3adde. --- content/AWS/01_intro_to_cloud_console.ipynb | 5 +- ....ipynb => 02_intro_to_compute_part1.ipynb} | 134 +++++------------- content/AWS/03_intro_to_compute_part2.ipynb | 99 +++++++++++++ ....ipynb => 04_intro_to_cloud_storage.ipynb} | 36 +++-- content/AWS/05_intro_to_cli.ipynb | 100 ++++++------- content/AWS/images/cloudshell.png | Bin 48858 -> 0 bytes content/AWS/images/console-cloudshell.png | Bin 31570 -> 0 bytes content/AWS/intro_to_AWS_Essentials.ipynb | 9 +- content/_toc.yml | 5 +- 9 files changed, 211 insertions(+), 177 deletions(-) rename content/AWS/{02_intro_to_compute.ipynb => 02_intro_to_compute_part1.ipynb} (65%) create mode 100644 content/AWS/03_intro_to_compute_part2.ipynb rename content/AWS/{03_intro_to_cloud_storage.ipynb => 04_intro_to_cloud_storage.ipynb} (75%) delete mode 100644 content/AWS/images/cloudshell.png delete mode 100644 content/AWS/images/console-cloudshell.png diff --git a/content/AWS/01_intro_to_cloud_console.ipynb b/content/AWS/01_intro_to_cloud_console.ipynb index 4f1e4f2..5b51c1a 100644 --- a/content/AWS/01_intro_to_cloud_console.ipynb +++ b/content/AWS/01_intro_to_cloud_console.ipynb @@ -101,6 +101,7 @@ "metadata": {}, "source": [ "```{admonition} Exercise\n", + ":class: attention\n", "\n", "* What is your IAM username? \n", "* Why is IAM important?\n", @@ -111,7 +112,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -125,7 +126,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.5" } }, "nbformat": 4, diff --git a/content/AWS/02_intro_to_compute.ipynb b/content/AWS/02_intro_to_compute_part1.ipynb similarity index 65% rename from content/AWS/02_intro_to_compute.ipynb rename to content/AWS/02_intro_to_compute_part1.ipynb index 130f410..b18baa6 100644 --- a/content/AWS/02_intro_to_compute.ipynb +++ b/content/AWS/02_intro_to_compute_part1.ipynb @@ -46,7 +46,7 @@ "id": "bc5d082d", "metadata": {}, "source": [ - "We begin with the AWS console again. Under the \"Build a Solution\" panel, select **Launch a Virtual Machine**\n", + "We begin with the AWS console again. Under the \"Build a Solution\" panel, select `Launch a Virtual Machine`\n", "\n", "![Start page for the AWS console](images/console_ec2.png)\n", "\n", @@ -73,61 +73,58 @@ "id": "b9809503", "metadata": {}, "source": [ - "## Select an AMI (Step 1)\n", + "## 1. Select an AMI\n", "\n", "An Amazon Machine Image (AMI) is a template that Amazon uses to describe the operating system, disk type and all the software configuration that is needed to make sure a computer runs smoothly. Imagine that you are purchasing a new laptop; fresh out of the box, the laptop is pre-configured with an operating system (e.g. Windows, Mac OS, Ubuntu etc.), configuration files that tells the laptop what peripherals are attached, and pre-installed software like Adobe PDF reader. An AMI contains all this information so that your EC2 instance runs exactly like it would a new laptop out of the box! There is much more to learn about AMIs and how they can used for collaboration and data sharing but that is not within the scope of CLASS Essentials. \n", "\n", "As you scroll through the AMI list (Figure 2) you will notice that the list contains offerings from various vendors (e.g. Amazon, RedHat, Windows, etc.). We will be choosing the Ubuntu operating system for flexibility and versatility (can be used outside of the AWS ecosystem). \n", "\n", - "To list all the Free Tier AMIs, check the box on the right that says **Free tier only**.\n", + "To list all the Free Tier AMIs, check the box on the right that says ```Free tier only```.\n", "\n", - "![ec2-ami](images/ec2-ami.png)\n", - "Step 1 - Select an AMI - Free Tier Only\n", + "\n", "\n", - "Scroll to `Ubuntu Server 20.04 LTS(HVM), SSD Volume Type` Select `64-bit(x86)`. \n", + "
Figure 2: Step 1 - Select an AMI - Free Tier Only

\n", "\n", - "![ec2-ubuntu](images/ec2-ubuntu.png)\n", - "Step 1 - Select an AMI - Operating System Selection" + "Scroll to ```Ubuntu Server 20.04 LTS(HVM), SSD Volume Type``` (Figure 3). Select ```64-bit(x86)```. \n", + "\n", + "\n", + "\n", + "
Figure 3: Step 1 - Select an AMI - Operating System Selection

" ] }, { "cell_type": "markdown", - "id": "9c658eed-3cf6-4f46-bde6-f3b481874013", - "metadata": { - "tags": [] - }, + "id": "17597535", + "metadata": {}, "source": [ - "## Choose an Instance Type (Step 2)\n", + "## Step 2: Choose an Instance Type\n", "\n", "Choosing an instance type is choosing the hardware for your computing system: you get to pick the number of CPUs and memory size for your instance. \n", "\n", "Instance types are group by [**families**](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-types.html) and denotes whether, for example, an instance is optimized for batch processing (compute-optimized, C-family), optimized for databases (memory-optimized, R-family) or has accelerated hardware (GPUs) for AI or Machine Learning pipelines. \n", "\n", - "When you choose an Instance Type (below), the screen show additional information about the selected instance type including the number of CPUs, the memory size, the type of storage and information about networking. \n", - "![ec2-ubuntu](images/ec2-ubuntu.png)\n", + "When you choose an Instance Type (Figure 3), the screen show additional information about the selected instance type including the number of CPUs, the memory size, the type of storage and information about networking. \n", "\n", "In the Instance Storage (GB) column, you will notice a term called **EBS**. EBS is the acronym for **Elastic Block Storage** and is analogous to the hard disk or boot drive on your personal computer or laptop. More details about EBS and different kinds of disk storage on EC2 instances are beyond the scope of CLASS Essentials. \n", "\n", "```{admonition} Note\n", ":class: note\n", - "The four most common types of storage you will encounter on AWS are: Elastic Block Storage (EBS), Elastic File Storage (EFS), Simple Storage Service (s3) and s3 Glacier. In the simplest terms, EBS is analogous to a computer hard drive and EFS is analogous to a network file system (NFS) or shared file system. s3 is AWS's object storage which is discussed [here](03_intro_to_cloud_storage). s3 Glacier is a cost-effective way of storing s3 files that you do not need to access frequently. \n", + "The four most common types of storage you will encounter on AWS are: Elastic Block Storage (EBS), Elastic File Storage (EFS), Simple Storage Service (s3) and s3 Glacier. In the simplest terms, EBS is analogous to a computer hard drive and EFS is analogous to a network file system (NFS) or shared file system. s3 is AWS's object storage which is discussed [here](05_intro_to_cloud_storage). s3 Glacier is a cost-effective way of storing s3 files that you do not need to access frequently. \n", "```\n", "\n", - "Here will will select a `t2.micro` instance which is Free Tier Eligible but only has 1vCPU and 1 GiB of memory. The cost of running a **t2.micro** instance is, at the time of publication, as follows: \n", - "\n", - "![Choose an Instance Type](images/ec2-type.png)\n", - "\n", - "Select **Next: Configure Instance Details**." + "Here will will select a ```t2.micro``` instance which is Free Tier Eligible but only has 1vCPU and 1 GiB of memory. The cost of running a t2.micro instance is " ] }, { "cell_type": "markdown", - "id": "285aad80-5670-4bdf-b9c3-86439720e9e1", - "metadata": { - "tags": [] - }, + "id": "4ee655a3", + "metadata": {}, "source": [ - "## Configure Instance Details (Step 3)\n", + "![Choose an Instance Type](images/ec2-type.png)\n", + "\n", + "Select ```Next: Configure Instance Details```.\n", + "\n", + "## Step 3: Configure Instance Details\n", "Step 3 in creating an EC2 instance involves a rudimentary understanding of several key AWS and cloud jargon (Figure 4). While delving deeper into some of the terminology is outside of the scope of CLASS Essentials, we go will through these terms in brief as we learn how to configure your EC2 instance. For the most part, we will **leave the settings as default**. CLASS Intermediate offers a more in depth discussion on cloud concepts. \n", "\n", "![Configure Instance Details](images/ec2-configure.png)\n", @@ -136,7 +133,7 @@ "\n", "```{admonition} Note\n", ":class: note\n", - "Recall that we learned about regions in the [previous chapter](01_intro_to_cloud_console). \n", + "Recall that we learned about regions in the [previous chapter](./01_intro_to_cloud_console). \n", "```\n", "\n", "**Purchasing Options** : Throughout your AWS journey, you will hear the term **Spot Instances**. Spot instances make use of the servers that go unused in AWS data centers to minimize costs. Recall that AWS has many data centers spread across the globe and not all their servers are utilized at 100% capacity at all times. Amazon uses Spot Instances as a flexible way to profit from extra capacity. Users have access to Spot Instances through a bidding process, sometimes users can save up to 90% off the on-deman compute instance this way! We will not expand much more on Spot Instances in CLASS Essentials but if you are interested, I2's CLASS Intermediate talks more " @@ -157,87 +154,22 @@ }, { "cell_type": "markdown", - "id": "b36239c2-a76b-46e7-a495-d6da6e4598a4", + "id": "1b8642f4", "metadata": {}, - "source": [ - "## Review Progress\n", - "\n", - "In the previous steps we learned how to launch a virtual machine from the AWS console. We selected an Amazon Machine Image (AMI), Chose an Instance and Configured Launch Settings. Recall that there are 7 steps to walk through to create a new EC2 instance; we will go through each in detail: \n", - "\n", - "1. Select an AMI\n", - "2. Choose Instance Type\n", - "3. Configure Instance \n", - "4. Add Storage\n", - "5. Add Tags\n", - "6. Configure Security Group\n", - "7. Review/Launch" - ] + "source": [] }, { - "cell_type": "markdown", - "id": "07b8ec13-c056-4236-ac14-12926bd7f872", + "cell_type": "code", + "execution_count": null, + "id": "fff35db8", "metadata": {}, - "source": [ - "## Add Storage (Step 4)\n", - "\n", - "Storage on an EC2 instance is akin to a hard drive. Here we will leave the default settings but it is important to know that a hard drive on an EC2 instance is known as [Elastic Block Storage](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AmazonEBS.html). EBS volumes behave like raw, unformatted block devices.\n", - "\n", - "![ec2-storage](images/ec2-storage.png)" - ] - }, - { - "cell_type": "markdown", - "id": "a29c2a86-c864-493c-9e3f-0b4cced47dd9", - "metadata": {}, - "source": [ - "## Add Tags (Step 5)\n", - "\n", - "[Tags](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/Using_Tags.html) are labels that you assign to an AWS resource. Each tag consists of a key and an optional value, both of which you define.Tags enable you to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. e\n", - "\n", - "![ec2-tags](images/ec2-tags.png)" - ] - }, - { - "cell_type": "markdown", - "id": "45d695b3-c39b-4889-af48-a0bfb901cb32", - "metadata": {}, - "source": [ - "## Step 6: Configure Security Group (Step 6)\n", - "\n", - "A [security group](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html) acts as a virtual firewall for your EC2 instances to control inbound and outbound traffic. Again, we will not delve too much into networking protocols in CLASS Essentials. We will leave the default values of opening port 22 so that we can securely log in to the EC2 instance that we create. \n", - "\n", - "![ec2-sg](images/ec2-sg.png)" - ] - }, - { - "cell_type": "markdown", - "id": "5334a614-fb7f-409f-8aba-d1f18c92bc60", - "metadata": {}, - "source": [ - "## Step 7: Review Instance Launch\n", - "\n", - "Next review the details and click on **Launch**\n", - "![ec2-launch](images/ec2-launch.png)\n", - "\n", - "You will be prompted to generate a ssh-key to access the virtual machine. For now we will create a new one by entering `essentials-aws` in the key name and clicking **Download**\n", - "![ec2-sshkey](images/ec2-sshkey.png)\n", - "\n", - "You shoudl now see the following message\n", - "![ec2-confirm](images/ec2-confirm.png)\n", - "\n", - "Congratulations, you have created a virtual machine.\n", - "\n", - "```{admonition} Caution\n", - ":class: caution\n", - "\n", - "We will delete this virtual machine later. If you do not, **you will be charged for the running machine**.\n", - "```" - ] + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -251,7 +183,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.5" } }, "nbformat": 4, diff --git a/content/AWS/03_intro_to_compute_part2.ipynb b/content/AWS/03_intro_to_compute_part2.ipynb new file mode 100644 index 0000000..60316dc --- /dev/null +++ b/content/AWS/03_intro_to_compute_part2.ipynb @@ -0,0 +1,99 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "502f2360", + "metadata": {}, + "source": [ + "In the previous lesson we learned how to launch a virtual machine from the AWS console. We selected an Amazon Machine Image (AMI), Chose an Instance and Configured Launch Settings. Recall that there are 7 steps to walk through to create a new EC2 instance; we will go through each in detail: \n", + "\n", + "1. Select an AMI\n", + "2. Choose Instance Type\n", + "3. Configure Instance \n", + "4. Add Storage\n", + "5. Add Tags\n", + "6. Configure Security Group\n", + "7. Review/Launch" + ] + }, + { + "cell_type": "markdown", + "id": "b9809503", + "metadata": {}, + "source": [ + "## Step 4. Add Storage\n", + "\n", + "Storage on an EC2 instance is akin to a hard drive. Here we will leave the default settings but it is important to know that a hard drive on an EC2 instance is known as [Elastic Block Storage](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AmazonEBS.html). EBS volumes behave like raw, unformatted block devices.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "id": "17597535", + "metadata": {}, + "source": [ + "## Step 5: Add Tags\n", + "\n", + "[Tags](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/Using_Tags.html) are labels that you assign to an AWS resource. Each tag consists of a key and an optional value, both of which you define.Tags enable you to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. e\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "4ee655a3", + "metadata": {}, + "source": [ + "## Step 6: Configure Security Group\n", + "\n", + "A [security group](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html) acts as a virtual firewall for your EC2 instances to control inbound and outbound traffic. Again, we will not delve too much into networking protocols in CLASS Essentials. We will leave the default values of opening port 22 so that we can securely log in to the EC2 instance that we create. \n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "id": "5235bac7", + "metadata": {}, + "source": [ + "## Step 7: Review Instance Launch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "113ba95a", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/content/AWS/03_intro_to_cloud_storage.ipynb b/content/AWS/04_intro_to_cloud_storage.ipynb similarity index 75% rename from content/AWS/03_intro_to_cloud_storage.ipynb rename to content/AWS/04_intro_to_cloud_storage.ipynb index 8c4307d..43d669f 100644 --- a/content/AWS/03_intro_to_cloud_storage.ipynb +++ b/content/AWS/04_intro_to_cloud_storage.ipynb @@ -32,51 +32,57 @@ "id": "338a2a01", "metadata": {}, "source": [ - "## Finding the S3 Storage Service\n", "There are three types of [cloud data storage](https://aws.amazon.com/what-is-cloud-storage/): object storage, file storage, and block storage. In this module, we will focus on object storage (e.g. Amazon Simple Storage Service (S3)).\n", "\n", "Recall that there are multiple ways to locate an AWS service: Using the search bar and using the home button at the top left hand of the screen. Here, we will search for the service **s3**. \n", "\n", - "![s3-launch-1](images/s3_launch_1.png)" + "\n", + "\n", + "" ] }, { "cell_type": "markdown", - "id": "983c6867-2d6b-43d2-b8b2-1d527084883d", + "id": "177860a7", "metadata": {}, "source": [ "Here we will click into the s3 service page. Note that the region here is Global. s3 namespaces, meaning the name of the buckets are global, which means that no two buckets can have the same name even if they reside in a different region. \n", "\n", - "Click `Create Bucket`. \n", + "Click ```Create Bucket```. \n", "\n", - "![s3-launch-2](images/s3_launch_2.png)" + "" ] }, { "cell_type": "markdown", - "id": "941baf18-7388-4086-9947-a7c4a4240d53", + "id": "9e0f64bf", "metadata": {}, "source": [ - "## Create a Bucket\n", - "\n", - "This will bring you to the Create Bucket page. Here we will choose a name for our new bucket - it will need to be a unique global namespace. Here I will use my identifying IAM (user1783892) to create a bucket. We will name my bucket `bucket-user1783892`, leave the region as us-east-1 as well as all the default settings and click `Create Bucket`\n", + "This will bring you to the Create Bucket page. Here we will choose a name for our new bucket - it will need to be a unique global namespace. Here I will use my identifying IAM (user1783892) to create a bucket. We will name my bucket ```bucket-user1783892```, leave the region as us-east-1 as well as all the default settings and click ```Create Bucket```\n", "\n", - "![s3-launch](images/s3_launch_3.png)" + "" ] }, { "cell_type": "markdown", - "id": "01184ed1-3844-4ea0-ba9c-2da13a8174ce", + "id": "8c3eca82", "metadata": {}, "source": [ - "You should now see the bucket being created as follows:\n", - "![s3-launch-4](images/s3_launch_4.png)" + "" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8a8b8f92", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -90,7 +96,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.5" } }, "nbformat": 4, diff --git a/content/AWS/05_intro_to_cli.ipynb b/content/AWS/05_intro_to_cli.ipynb index 089c3b2..d66a8d0 100644 --- a/content/AWS/05_intro_to_cli.ipynb +++ b/content/AWS/05_intro_to_cli.ipynb @@ -26,55 +26,31 @@ }, { "cell_type": "markdown", - "id": "12c0c7ed-7ff4-4826-a4ef-3aedb0f22143", + "id": "8e8dd80c", "metadata": {}, "source": [ - "## Open a CloudShell\n", - "\n", "Now that we have successfully created an EC2 Instance and an s3 bucket, we will explore ways that these two AWS resources can interact. While your s3 bucket from the previously lesson is launching, we will navigate to the AWS CloudShell. You can find in the top toolbar of the console. \n", "\n", - "Clicking the icon will launch the AWS CloudShell.\n", - "![console-cloudshell](images/console-cloudshell.png)\n", + "Clicking the icon will launch the AWS CloudShell. \n", "\n", "If this is your first time using the cloud console, you may encounter a pop up. It is fine to dismiss it. \n", "\n", "Once we have launched the CloudShell, we can run some commands. Here a fundamental knowledge of unix commands may be useful but we will utilize the several aws-cli commands to help you get a feel of what the AWS CLI can do. At the prompt (the prompt is where is says [cloudshell-user@ip-XXXXXXX~]$), we will test out these commands:\n", - "![cloudshell](images/cloudshell.png)" - ] - }, - { - "cell_type": "markdown", - "id": "175776ed-7c95-468a-90c9-1bbdec3c5328", - "metadata": {}, - "source": [ - "## Using the CLI\n", "\n", - "To check which file directory you are working in" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "55024290-8843-4ae2-a81f-9ba6c5bdec13", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/ec2-user\n" - ] - } - ], - "source": [ - "pwd" - ] - }, - { - "cell_type": "markdown", - "id": "47bdf3d8-3772-4f95-a119-f1f5eba717a5", - "metadata": {}, - "source": [ + "To list the contents: \n", + "\n", + "``` bash\n", + "ls\n", + "\n", + "```\n", + "\n", + "To check which file directory you are working in:\n", + "\n", + "```bash\n", + "pwd\n", + "\n", + "```\n", + "\n", "To use the AWS command to list your s3 buckets:\n", "\n", "```bash\n", @@ -92,15 +68,20 @@ "Looks like there is nothing there right now. So let us create a text file called `hemingway.txt` and populate it with a nonsensical quote. \n", "\n", "```bash\n", - "echo \"The world breaks everyone\" > hemingway.txt\n", + "cat > hemingway.txt\n", + "The world breaks everyone. \n", "```\n", "\n", + "Press ^C to exit edit mode. \n", + "\n", "Now let's move the file into our s3 bucket. \n", "\n", "```bash\n", "aws s3 mv ./hemingway.txt s3://bucketname\n", "\n", - "```" + "```\n", + "\n", + "\n" ] }, { @@ -108,7 +89,7 @@ "id": "9ed2bb8f", "metadata": {}, "source": [ - "![cli-commands-1](images/cli_commands_1.png)" + "" ] }, { @@ -117,25 +98,38 @@ "metadata": {}, "source": [ "```{admonition} Exercise\n", - ":class:\n", + ":class: attention\n", "\n", - "* How can you see the contents of your bucket through the CLI? \n", "* How can you see the contents of your bucket through the AWS console? \n", - "```\n" + "````" + ] + }, + { + "cell_type": "markdown", + "id": "c27cdc13", + "metadata": {}, + "source": [ + "# Using the CLI to access resources" ] } ], "metadata": { "kernelspec": { - "display_name": "Bash", - "language": "bash", - "name": "bash" + "display_name": "Python 3", + "language": "python", + "name": "python3" }, "language_info": { - "codemirror_mode": "shell", - "file_extension": ".sh", - "mimetype": "text/x-sh", - "name": "bash" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.5" } }, "nbformat": 4, diff --git a/content/AWS/images/cloudshell.png b/content/AWS/images/cloudshell.png deleted file mode 100644 index bc22f5ec451b4f63b8bbd0a15b191b77af3cb567..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 48858 zcmZ^~1ymeCvo?&oCRlKHcUjy*aEIW*A+Wf+2PY8R9fBn|Ebi_s?y$JKe!Ta!d;b62 zJv}qEU0v1PPxn+y_54s#l0`=$M1g{WLYMn2r3M8B|4u@!AtAiqzwK9ILP4P{T1!f* 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z-#i><9if^xS5LQE7p3o1fN4gH6u{__VSP_?R3uOQ?~f{C9ujbp4^Ec&SZQ9QD8X^pJ0BTcQDXmt@Zb^X`^vLWOED1sL9ke8#<1lE20Lewe<)hf z2I`KRF48i74-8EG>v4Zc5|aKMK^-pM<^8vR$>ew4Ay;&P?|Wc)z=Zp&eZN|)XbLS< zFNot2EW`YD@vqyyRC?oj$B}xr{!5YnsBWxY3u;SwMCs*!D-Z+oAz0QM1BqYW*YD@I O{$7g9ixrC)`usnVaax4{ diff --git a/content/AWS/intro_to_AWS_Essentials.ipynb b/content/AWS/intro_to_AWS_Essentials.ipynb index 3a1b97e..7db8505 100644 --- a/content/AWS/intro_to_AWS_Essentials.ipynb +++ b/content/AWS/intro_to_AWS_Essentials.ipynb @@ -10,8 +10,9 @@ "The modules in this lesson are: \n", "\n", "1. [Introduction to the AWS Cloud Console](./01_intro_to_cloud_console)\n", - "2. [Introduction to Cloud Compute](./02_intro_to_compute)\n", - "4. [Introduction to Cloud Storage](./03_intro_to_cloud_storage)\n", + "2. [Introduction to Cloud Compute - Part 1](./02_intro_to_compute_part1)\n", + "3. [Introduction to Cloud Compute - Part 2](./03_intro_to_compute_part2)\n", + "4. [Introduction to Cloud Storage](./04_intro_to_cloud_storage)\n", "5. [Introduction to the AWS CLI](./05_intro_to_cli)\n", "6. [Running Analysis on the Cloud](./06_running_analysis)\n", "7. [Monitoring Costs](./07_monitoring_costs)\n", @@ -21,7 +22,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -35,7 +36,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.5" } }, "nbformat": 4, diff --git a/content/_toc.yml b/content/_toc.yml index 3a2f2a8..0ace1bd 100644 --- a/content/_toc.yml +++ b/content/_toc.yml @@ -14,8 +14,9 @@ parts: - file: AWS/intro_to_AWS_Essentials sections: - file: AWS/01_intro_to_cloud_console - - file: AWS/02_intro_to_compute - - file: AWS/03_intro_to_cloud_storage + - file: AWS/02_intro_to_compute_part1 + - file: AWS/03_intro_to_compute_part2 + - file: AWS/04_intro_to_cloud_storage - file: AWS/05_intro_to_cli - file: AWS/06_running_analysis - file: AWS/07_monitoring_costs From fef3fcd93e9474f9f43569c70c2a8a71476cb916 Mon Sep 17 00:00:00 2001 From: amanda-tan Date: Fri, 4 Feb 2022 11:28:35 -0800 Subject: [PATCH 13/19] Update README.md --- README.md | 23 ++++++++++++++++++++--- 1 file changed, 20 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index f62fac3..56b09b3 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,21 @@ -# CLASS-core -Curriculum development for Cloud for Researchers, A Primer +# CLASS-Essentials +This is the repository for the CLASS Essentials Curriculum material for AWS, GCP and Azure. -For development see the [build instructions](Build.md). +# Contribution Workflow +We use a `Feature` branch workflow: each user works on a specific Feature branch associated with a specific cloud provider. The core idea behind the `Feature` Branch Workflow is that all feature development should take place in a dedicated branch instead of the main branch. The Feature branches in this repository currently are `aws-dev`, `gcp-dev`, and `azure-dev`. More information can be found on [this Atlassian page](https://www.atlassian.com/git/tutorials/comparing-workflows/feature-branch-workflow). + +Best Practices: +1. Do not edit directly in a branch that you did not create. Use Github issues or pull requests to suggest or request changes. +2. Make pull requests before merging to main. + +# Maintainers +[John Hicks](jhicks@internet2.edu) + +[Tim Middlekoop](tmiddelkoop@internet2.edu) + +[Ananya Ravipati](aravipati@internet2.edu) + +[Amanda Tan](atan@internet2.edu) + +# License +Creative Commons License
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If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions. + +c. No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor. + +d. Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority. + +> Creative Commons is not a party to its public licenses. Notwithstanding, Creative Commons may elect to apply one of its public licenses to material it publishes and in those instances will be considered the “Licensor.” Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at [creativecommons.org/policies](http://creativecommons.org/policies), Creative Commons does not authorize the use of the trademark “Creative Commons” or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. +> +> Creative Commons may be contacted at creativecommons.org From c44baade034a17ff6a32f369e3dbdd667e5b4be3 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Fri, 4 Feb 2022 22:39:24 +0000 Subject: [PATCH 15/19] GCP: Remove from git workflow and replace with wget+unzip --- content/GCP/06_running_analysis.ipynb | 103 ++++++++++++++++++++------ 1 file changed, 80 insertions(+), 23 deletions(-) diff --git a/content/GCP/06_running_analysis.ipynb b/content/GCP/06_running_analysis.ipynb index 72780cd..82474b4 100644 --- a/content/GCP/06_running_analysis.ipynb +++ b/content/GCP/06_running_analysis.ipynb @@ -233,12 +233,12 @@ "source": [ "## Get Example Code\n", "\n", - "We will now install `git` and use it to download the example code into your home directory. For those of you who are unfamiliar with git, it is a way to collaboratively manage files and we will only be using it to download the example that we will be using. " + "We will now install `wget` and `unzip` and use it to download the example code into your home directory. " ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "05fadd30-4f35-4a93-b713-cc132131b948", "metadata": {}, "outputs": [ @@ -249,18 +249,37 @@ "Reading package lists... Done\n", "Building dependency tree \n", "Reading state information... Done\n", - "git is already the newest version (1:2.20.1-2+deb10u3).\n", - "0 upgraded, 0 newly installed, 0 to remove and 2 not upgraded.\n" + "Suggested packages:\n", + " zip\n", + "The following NEW packages will be installed:\n", + " unzip wget\n", + "0 upgraded, 2 newly installed, 0 to remove and 2 not upgraded.\n", + "Need to get 1074 kB of archives.\n", + "After this operation, 3915 kB of additional disk space will be used.\n", + "Get:1 http://deb.debian.org/debian buster/main amd64 wget amd64 1.20.1-1.1 [902 kB]\n", + "Get:2 http://deb.debian.org/debian buster/main amd64 unzip amd64 6.0-23+deb10u2 [172 kB]\n", + "Fetched 1074 kB in 0s (40.4 MB/s)\n", + "Selecting previously unselected package wget.\n", + "(Reading database ... 57683 files and directories currently installed.)\n", + "Preparing to unpack .../wget_1.20.1-1.1_amd64.deb ...\n", + "Unpacking wget (1.20.1-1.1) ...\n", + "Selecting previously unselected package unzip.\n", + "Preparing to unpack .../unzip_6.0-23+deb10u2_amd64.deb ...\n", + "Unpacking unzip (6.0-23+deb10u2) ...\n", + "Setting up wget (1.20.1-1.1) ...\n", + "Setting up unzip (6.0-23+deb10u2) ...\n", + "Processing triggers for mime-support (3.62) ...\n", + "Processing triggers for man-db (2.8.5-2) ...\n" ] } ], "source": [ - "sudo apt-get install --yes git" + "sudo apt-get install --yes wget unzip" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "id": "96db6a66-3fbf-419a-b8c8-dbb27639e990", "metadata": {}, "outputs": [], @@ -268,9 +287,17 @@ "cd ~" ] }, + { + "cell_type": "markdown", + "id": "bebfa80a-85c7-4040-82d8-ff495b51324d", + "metadata": {}, + "source": [ + "Download the zip file `-nv` to make the output less verbose." + ] + }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 2, "id": "36554c99-ba08-4733-8ef2-e68d42d0d2b7", "metadata": {}, "outputs": [ @@ -278,15 +305,45 @@ "name": "stdout", "output_type": "stream", "text": [ - "Cloning into 'CLASS-Examples'...\n", - "remote: Enumerating objects: 66, done.\u001b[K\n", - "remote: Total 66 (delta 0), reused 0 (delta 0), pack-reused 66\u001b[K\n", - "Unpacking objects: 100% (66/66), done.\n" + "2022-02-04 22:33:37 URL:https://github.internet2.edu/_codeload/CLASS/CLASS-Examples/zip/v1 [5482/5482] -> \"v1.zip\" [1]\n" + ] + } + ], + "source": [ + "wget -nv https://github.internet2.edu/CLASS/CLASS-Examples/archive/v1.zip" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7418ed55-9f57-4e15-b9c7-8fe39e59ec29", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Archive: v1.zip\n", + "b3d47595a1679f3416774de87f76d5a2b9fe65bf\n", + " creating: CLASS-Examples-1/\n", + " inflating: CLASS-Examples-1/.gitignore \n", + " creating: CLASS-Examples-1/bayeswave/\n", + " extracting: CLASS-Examples-1/bayeswave/.gitignore \n", + " inflating: CLASS-Examples-1/bayeswave/ReadMe.md \n", + " inflating: CLASS-Examples-1/bayeswave/bayeswave-job.yaml \n", + " creating: CLASS-Examples-1/landsat/\n", + " inflating: CLASS-Examples-1/landsat/ReadMe.md \n", + " inflating: CLASS-Examples-1/landsat/clean.sh \n", + " inflating: CLASS-Examples-1/landsat/combine.py \n", + " inflating: CLASS-Examples-1/landsat/download.sh \n", + " inflating: CLASS-Examples-1/landsat/get-index.sh \n", + " inflating: CLASS-Examples-1/landsat/search.json \n", + " inflating: CLASS-Examples-1/landsat/search.py \n" ] } ], "source": [ - "git clone https://github.internet2.edu/CLASS/CLASS-Examples.git" + "unzip v1.zip" ] }, { @@ -299,12 +356,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "id": "90c1cda7-60d4-44bb-84f8-e776a77a94ab", "metadata": {}, "outputs": [], "source": [ - "cd ~/CLASS-Examples/landsat/" + "cd ~/CLASS-Examples-1/landsat/" ] }, { @@ -314,13 +371,13 @@ "source": [ "Your prompt should now change showing the current directory as follows.\n", "```\n", - "learner@essentials:~/CLASS-Examples/landsat$\n", + "learner@essentials:~/CLASS-Examples-1/landsat$\n", "```" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "55b628d5-6e5c-45a5-9cd3-c129db9cdcd2", "metadata": {}, "outputs": [ @@ -329,13 +386,13 @@ "output_type": "stream", "text": [ "total 28\n", - "-rw-r--r-- 1 learner learner 960 Jan 21 21:32 ReadMe.md\n", - "-rw-r--r-- 1 learner learner 72 Jan 21 21:32 clean.sh\n", - "-rw-r--r-- 1 learner learner 613 Jan 21 21:32 combine.py\n", - "-rw-r--r-- 1 learner learner 280 Jan 21 21:32 download.sh\n", - "-rw-r--r-- 1 learner learner 314 Jan 21 21:32 get-index.sh\n", - "-rw-r--r-- 1 learner learner 76 Jan 21 21:32 search.json\n", - "-rw-r--r-- 1 learner learner 783 Jan 21 21:32 search.py\n" + "-rw-r--r-- 1 learner learner 960 Dec 13 20:53 ReadMe.md\n", + "-rw-r--r-- 1 learner learner 72 Dec 13 20:53 clean.sh\n", + "-rw-r--r-- 1 learner learner 613 Dec 13 20:53 combine.py\n", + "-rw-r--r-- 1 learner learner 280 Dec 13 20:53 download.sh\n", + "-rw-r--r-- 1 learner learner 314 Dec 13 20:53 get-index.sh\n", + "-rw-r--r-- 1 learner learner 76 Dec 13 20:53 search.json\n", + "-rw-r--r-- 1 learner learner 783 Dec 13 20:53 search.py\n" ] } ], From 2e2aa089c139448edc283d1104283c5f05ee6635 Mon Sep 17 00:00:00 2001 From: amanda-tan Date: Sun, 6 Feb 2022 13:52:54 -0800 Subject: [PATCH 16/19] Revert "GCP: Remove from git workflow and replace with wget+unzip" --- content/GCP/06_running_analysis.ipynb | 103 ++++++-------------------- 1 file changed, 23 insertions(+), 80 deletions(-) diff --git a/content/GCP/06_running_analysis.ipynb b/content/GCP/06_running_analysis.ipynb index 82474b4..72780cd 100644 --- a/content/GCP/06_running_analysis.ipynb +++ b/content/GCP/06_running_analysis.ipynb @@ -233,12 +233,12 @@ "source": [ "## Get Example Code\n", "\n", - "We will now install `wget` and `unzip` and use it to download the example code into your home directory. " + "We will now install `git` and use it to download the example code into your home directory. For those of you who are unfamiliar with git, it is a way to collaboratively manage files and we will only be using it to download the example that we will be using. " ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 5, "id": "05fadd30-4f35-4a93-b713-cc132131b948", "metadata": {}, "outputs": [ @@ -249,37 +249,18 @@ "Reading package lists... Done\n", "Building dependency tree \n", "Reading state information... Done\n", - "Suggested packages:\n", - " zip\n", - "The following NEW packages will be installed:\n", - " unzip wget\n", - "0 upgraded, 2 newly installed, 0 to remove and 2 not upgraded.\n", - "Need to get 1074 kB of archives.\n", - "After this operation, 3915 kB of additional disk space will be used.\n", - "Get:1 http://deb.debian.org/debian buster/main amd64 wget amd64 1.20.1-1.1 [902 kB]\n", - "Get:2 http://deb.debian.org/debian buster/main amd64 unzip amd64 6.0-23+deb10u2 [172 kB]\n", - "Fetched 1074 kB in 0s (40.4 MB/s)\n", - "Selecting previously unselected package wget.\n", - "(Reading database ... 57683 files and directories currently installed.)\n", - "Preparing to unpack .../wget_1.20.1-1.1_amd64.deb ...\n", - "Unpacking wget (1.20.1-1.1) ...\n", - "Selecting previously unselected package unzip.\n", - "Preparing to unpack .../unzip_6.0-23+deb10u2_amd64.deb ...\n", - "Unpacking unzip (6.0-23+deb10u2) ...\n", - "Setting up wget (1.20.1-1.1) ...\n", - "Setting up unzip (6.0-23+deb10u2) ...\n", - "Processing triggers for mime-support (3.62) ...\n", - "Processing triggers for man-db (2.8.5-2) ...\n" + "git is already the newest version (1:2.20.1-2+deb10u3).\n", + "0 upgraded, 0 newly installed, 0 to remove and 2 not upgraded.\n" ] } ], "source": [ - "sudo apt-get install --yes wget unzip" + "sudo apt-get install --yes git" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 6, "id": "96db6a66-3fbf-419a-b8c8-dbb27639e990", "metadata": {}, "outputs": [], @@ -287,17 +268,9 @@ "cd ~" ] }, - { - "cell_type": "markdown", - "id": "bebfa80a-85c7-4040-82d8-ff495b51324d", - "metadata": {}, - "source": [ - "Download the zip file `-nv` to make the output less verbose." - ] - }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 7, "id": "36554c99-ba08-4733-8ef2-e68d42d0d2b7", "metadata": {}, "outputs": [ @@ -305,45 +278,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "2022-02-04 22:33:37 URL:https://github.internet2.edu/_codeload/CLASS/CLASS-Examples/zip/v1 [5482/5482] -> \"v1.zip\" [1]\n" - ] - } - ], - "source": [ - "wget -nv https://github.internet2.edu/CLASS/CLASS-Examples/archive/v1.zip" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "7418ed55-9f57-4e15-b9c7-8fe39e59ec29", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Archive: v1.zip\n", - "b3d47595a1679f3416774de87f76d5a2b9fe65bf\n", - " creating: CLASS-Examples-1/\n", - " inflating: CLASS-Examples-1/.gitignore \n", - " creating: CLASS-Examples-1/bayeswave/\n", - " extracting: CLASS-Examples-1/bayeswave/.gitignore \n", - " inflating: CLASS-Examples-1/bayeswave/ReadMe.md \n", - " inflating: CLASS-Examples-1/bayeswave/bayeswave-job.yaml \n", - " creating: CLASS-Examples-1/landsat/\n", - " inflating: CLASS-Examples-1/landsat/ReadMe.md \n", - " inflating: CLASS-Examples-1/landsat/clean.sh \n", - " inflating: CLASS-Examples-1/landsat/combine.py \n", - " inflating: CLASS-Examples-1/landsat/download.sh \n", - " inflating: CLASS-Examples-1/landsat/get-index.sh \n", - " inflating: CLASS-Examples-1/landsat/search.json \n", - " inflating: CLASS-Examples-1/landsat/search.py \n" + "Cloning into 'CLASS-Examples'...\n", + "remote: Enumerating objects: 66, done.\u001b[K\n", + "remote: Total 66 (delta 0), reused 0 (delta 0), pack-reused 66\u001b[K\n", + "Unpacking objects: 100% (66/66), done.\n" ] } ], "source": [ - "unzip v1.zip" + "git clone https://github.internet2.edu/CLASS/CLASS-Examples.git" ] }, { @@ -356,12 +299,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 8, "id": "90c1cda7-60d4-44bb-84f8-e776a77a94ab", "metadata": {}, "outputs": [], "source": [ - "cd ~/CLASS-Examples-1/landsat/" + "cd ~/CLASS-Examples/landsat/" ] }, { @@ -371,13 +314,13 @@ "source": [ "Your prompt should now change showing the current directory as follows.\n", "```\n", - "learner@essentials:~/CLASS-Examples-1/landsat$\n", + "learner@essentials:~/CLASS-Examples/landsat$\n", "```" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "id": "55b628d5-6e5c-45a5-9cd3-c129db9cdcd2", "metadata": {}, "outputs": [ @@ -386,13 +329,13 @@ "output_type": "stream", "text": [ "total 28\n", - "-rw-r--r-- 1 learner learner 960 Dec 13 20:53 ReadMe.md\n", - "-rw-r--r-- 1 learner learner 72 Dec 13 20:53 clean.sh\n", - "-rw-r--r-- 1 learner learner 613 Dec 13 20:53 combine.py\n", - "-rw-r--r-- 1 learner learner 280 Dec 13 20:53 download.sh\n", - "-rw-r--r-- 1 learner learner 314 Dec 13 20:53 get-index.sh\n", - "-rw-r--r-- 1 learner learner 76 Dec 13 20:53 search.json\n", - "-rw-r--r-- 1 learner learner 783 Dec 13 20:53 search.py\n" + "-rw-r--r-- 1 learner learner 960 Jan 21 21:32 ReadMe.md\n", + "-rw-r--r-- 1 learner learner 72 Jan 21 21:32 clean.sh\n", + "-rw-r--r-- 1 learner learner 613 Jan 21 21:32 combine.py\n", + "-rw-r--r-- 1 learner learner 280 Jan 21 21:32 download.sh\n", + "-rw-r--r-- 1 learner learner 314 Jan 21 21:32 get-index.sh\n", + "-rw-r--r-- 1 learner learner 76 Jan 21 21:32 search.json\n", + "-rw-r--r-- 1 learner learner 783 Jan 21 21:32 search.py\n" ] } ], From eaf0dc8800dd129012d429cf07620830af787876 Mon Sep 17 00:00:00 2001 From: Timothy Middelkoop Date: Mon, 7 Feb 2022 16:26:49 +0000 Subject: [PATCH 17/19] GCP: Update analysis names and flush out example episode --- content/GCP/06_running_analysis.ipynb | 328 +++++++++++------- .../img/compute-iam-scope-storage-full.png | Bin 0 -> 7821 bytes content/GCP/img/compute-iam-scope-top.png | Bin 0 -> 47971 bytes .../GCP/img/compute-iam-service-account.png | Bin 0 -> 29904 bytes content/GCP/img/example-object-preview.png | Bin 0 -> 340732 bytes content/GCP/img/example-object.png | Bin 0 -> 105357 bytes 6 files changed, 197 insertions(+), 131 deletions(-) create mode 100644 content/GCP/img/compute-iam-scope-storage-full.png create mode 100644 content/GCP/img/compute-iam-scope-top.png create mode 100644 content/GCP/img/compute-iam-service-account.png create mode 100644 content/GCP/img/example-object-preview.png create mode 100644 content/GCP/img/example-object.png diff --git a/content/GCP/06_running_analysis.ipynb b/content/GCP/06_running_analysis.ipynb index 72780cd..f5bfdd1 100644 --- a/content/GCP/06_running_analysis.ipynb +++ b/content/GCP/06_running_analysis.ipynb @@ -12,13 +12,22 @@ "\n", "**Teaching:** 80 min\n", "\n", - "**Exercises:**\n", + "**Exercises:** 8 min\n", "\n", "**Questions:**\n", - "* Can you show me an example?\n", + " * Can you show me an example?\n", "\n", "**Objectives:**\n", - "* Create a simple workflow using a cloud VM and cloud object storage.\n", + " * Create a simple workflow using a cloud VM and cloud object storage.\n", + " * Update a VM Instance software for important security updates.\n", + " * Create a VM Instance with the appropriate storage scope.\n", + " * Create a private regional storage bucket with appropriate security settings.\n", + " * Using the CLI to install software.\n", + " * Download source code using git\n", + " * Retrieve data from a bucket\n", + " * Run the python analysis code\n", + " * Store results in a bucket\n", + " * View the results in the Cloud Storage browser.\n", "\n", "```" ] @@ -30,30 +39,55 @@ "source": [ "## A Research Computational and Data Workflow - Drew's story\n", "\n", - "Drew needs to do some analysis on the data. They need data (satellite images stored in the cloud), computational resources (a virtual machine), some software (we will supply this), and a place to store the results (Cloud Storage). We will assemble all these parts in the cloud \n" + "Drew needs to do some analysis on the data. They need data (satellite images stored in the cloud), computational resources (a virtual machine), some software (we will supply this), and a place to store the results (Cloud Storage). We will assemble and process all these parts in the cloud with a simple example.\n" ] }, { "cell_type": "markdown", - "id": "6291edee-c2df-4941-9b8e-de42649640f9", + "id": "245ffbcb-bf77-4ad1-8bde-1c7d2717ab46", "metadata": {}, "source": [ "## Create a VM\n", "\n", - "Since we only create resources as we need them in the cloud, we will now create a new virtual machine (VM) for Drew to use for their analysis.\n", + "Since we only create resources as we need them in the cloud, we will now create a new virtual machine (VM)instance for Drew to use for their analysis.\n", "\n", - "We will do this as an exercise to give you practice in creating resources. Since the virtual machine will need access to storage on your behalf, you will need to change the **access scope** to give **Full** access to the **Storage** API to the virtual machine. \n", - "\n", - "### Exercise\n", + "We will do this as an exercise to give you practice in creating resources. Since the virtual machine will need access to storage on your behalf, you will need to change the **access scope** to give **Full** access to the **Storage** API to the virtual machine." + ] + }, + { + "cell_type": "markdown", + "id": "45cb5d1d-c28a-4e0e-a0f3-bf68add065be", + "metadata": {}, + "source": [ + "````{admonition} Exercise\n", "\n", "Using the console navigate to the \"Compute Engine\" service and create a new VM with the following properties.\n", " * Call the VM \"essentials\"\n", " * Allow the VM \"Full\" access to \"Storage\". This can be found under \"Identity and API\" on the \"create an instance\" page and then selecting \"Set access for each API\" and change \"Storage\" to \"Full\". **This will allow the VM to create, read, write, and delete all storage buckets in the project\"**\n", - " * Feel free to select a bit larger VM by changing the machine type to something larger, for example an \"e2-standard-2\".\n", + " * Select a bit larger VM by changing the machine type to something larger, for example an \"e2-standard-2\".\n", + "````" + ] + }, + { + "cell_type": "markdown", + "id": "009fbfee-f1ce-4046-8223-0aa11b21bd61", + "metadata": {}, + "source": [ + "*Instructor: place the above exercise instructions on the screen*\n", + "\n", + "*When you are done feel free to connect to the virtual machine on your own for additional practice. Once everyone has created their VM we will connect to the machine as described below.*\n", + "\n", + "Please verify that the virtual machine was created as above. If you are unsure delete the virtual machine instance and create it again.\n", "\n", - "*Instructor: place these instructions on the screen*\n", + "Verify that the **Compute Engine default service account** is being used.\n", + "![compute-iam-service-account](img/compute-iam-service-account.png)\n", "\n", - "*When you are done feel free to connect to the virtual machine on your own for additional practice. Once everyone has created their VM we will connect to the machine as described below.*" + "Change **Access scopes** to **Set access for each API**\n", + "![compute-iam-scope-top](img/compute-iam-scope-top.png)\n", + "\n", + "And set **Storage** to **Full**.\n", + "![compute-iam-scope-storage-full](img/compute-iam-scope-storage-full.png)\n", + "\n" ] }, { @@ -100,7 +134,7 @@ "source": [ "## Secure the VM\n", "\n", - "We first make sure that the VM is up to date with the latest security patches by running the following commands. Note: the `sudo unattended-upgrades` command only installs security patches." + "We first make sure that the VM is up to date with the latest security patches by running the following commands. Note: the `sudo unattended-upgrades` command only installs important security packages and does not upgrade all packages." ] }, { @@ -113,20 +147,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Get:1 http://security.debian.org/debian-security buster/updates InRelease [65.4 kB]\n", - "Hit:2 http://deb.debian.org/debian buster InRelease \u001b[0m\u001b[33m\n", - "Get:3 http://deb.debian.org/debian buster-updates InRelease [51.9 kB]\n", - "Get:4 http://deb.debian.org/debian buster-backports InRelease [46.7 kB]\n", - "Hit:5 http://packages.cloud.google.com/apt cloud-sdk-buster InRelease\n", + "Hit:1 http://security.debian.org/debian-security buster/updates InRelease\n", + "Hit:2 http://deb.debian.org/debian buster InRelease\n", + "Hit:3 http://deb.debian.org/debian buster-updates InRelease\n", + "Hit:4 http://deb.debian.org/debian buster-backports InRelease\n", + "Get:5 http://packages.cloud.google.com/apt cloud-sdk-buster InRelease [6780 B]\n", "Hit:6 http://packages.cloud.google.com/apt google-cloud-packages-archive-keyring-buster InRelease\n", "Hit:7 http://packages.cloud.google.com/apt google-compute-engine-buster-stable InRelease\n", - "Get:8 http://deb.debian.org/debian buster-backports/main amd64 Packages.diff/Index [27.8 kB]\n", - "Get:9 http://deb.debian.org/debian buster-backports/main Translation-en.diff/Index [27.8 kB]\n", - "Get:10 http://deb.debian.org/debian buster-backports/main amd64 Packages 2022-01-21-2002.00.pdiff [2515 B]\n", - "Get:11 http://deb.debian.org/debian buster-backports/main Translation-en 2022-01-21-2002.00.pdiff [3068 B]\n", - "Get:10 http://deb.debian.org/debian buster-backports/main amd64 Packages 2022-01-21-2002.00.pdiff [2515 B]\n", - "Get:11 http://deb.debian.org/debian buster-backports/main Translation-en 2022-01-21-2002.00.pdiff [3068 B]\n", - "Fetched 225 kB in 1s (278 kB/s)0m\u001b[33m \u001b[0m\u001b[33m\n", + "Fetched 6780 B in 1s (8978 B/s)\n", "Reading package lists... Done\n", "Building dependency tree \n", "Reading state information... Done\n", @@ -172,7 +200,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "bucket: essentials-learner-2022-01-21 region: us-west2\n" + "bucket: essentials-learner-2022-02-07 region: us-west2\n" ] } ], @@ -192,7 +220,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Creating gs://essentials-learner-2022-01-21/...\n" + "Creating gs://essentials-learner-2022-02-07/...\n" ] } ], @@ -218,7 +246,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/\n" + "gs://essentials-learner-2022-02-07/\n" ] } ], @@ -260,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 11, "id": "96db6a66-3fbf-419a-b8c8-dbb27639e990", "metadata": {}, "outputs": [], @@ -270,7 +298,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 12, "id": "36554c99-ba08-4733-8ef2-e68d42d0d2b7", "metadata": {}, "outputs": [ @@ -279,9 +307,11 @@ "output_type": "stream", "text": [ "Cloning into 'CLASS-Examples'...\n", - "remote: Enumerating objects: 66, done.\u001b[K\n", - "remote: Total 66 (delta 0), reused 0 (delta 0), pack-reused 66\u001b[K\n", - "Unpacking objects: 100% (66/66), done.\n" + "remote: Enumerating objects: 4, done.\u001b[K\n", + "remote: Counting objects: 100% (4/4), done.\u001b[K\n", + "remote: Compressing objects: 100% (4/4), done.\u001b[K\n", + "remote: Total 70 (delta 0), reused 1 (delta 0), pack-reused 66\u001b[K\n", + "Unpacking objects: 100% (70/70), done.\n" ] } ], @@ -299,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "id": "90c1cda7-60d4-44bb-84f8-e776a77a94ab", "metadata": {}, "outputs": [], @@ -320,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, "id": "55b628d5-6e5c-45a5-9cd3-c129db9cdcd2", "metadata": {}, "outputs": [ @@ -329,13 +359,13 @@ "output_type": "stream", "text": [ "total 28\n", - "-rw-r--r-- 1 learner learner 960 Jan 21 21:32 ReadMe.md\n", - "-rw-r--r-- 1 learner learner 72 Jan 21 21:32 clean.sh\n", - "-rw-r--r-- 1 learner learner 613 Jan 21 21:32 combine.py\n", - "-rw-r--r-- 1 learner learner 280 Jan 21 21:32 download.sh\n", - "-rw-r--r-- 1 learner learner 314 Jan 21 21:32 get-index.sh\n", - "-rw-r--r-- 1 learner learner 76 Jan 21 21:32 search.json\n", - "-rw-r--r-- 1 learner learner 783 Jan 21 21:32 search.py\n" + "-rw-r--r-- 1 learner learner 964 Feb 7 16:04 ReadMe.md\n", + "-rw-r--r-- 1 learner learner 72 Feb 7 16:04 clean.sh\n", + "-rw-r--r-- 1 learner learner 280 Feb 7 16:04 download.sh\n", + "-rw-r--r-- 1 learner learner 314 Feb 7 16:04 get-index.sh\n", + "-rw-r--r-- 1 learner learner 613 Feb 7 16:04 process_sat.py\n", + "-rw-r--r-- 1 learner learner 76 Feb 7 16:04 search.json\n", + "-rw-r--r-- 1 learner learner 783 Feb 7 16:04 search.py\n" ] } ], @@ -357,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "id": "e56ab74a-ae6d-4602-a26b-4a2656bd40cd", "metadata": {}, "outputs": [ @@ -406,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 16, "id": "bbe85b75-c7cd-40ed-a3b0-37cbd0a5f52e", "metadata": {}, "outputs": [ @@ -424,7 +454,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 17, "id": "18a9b71c-5871-4ce2-a202-b48ad04e8d38", "metadata": {}, "outputs": [ @@ -438,7 +468,7 @@ "feature is enabled by default but requires that compiled crcmod be\n", "installed (see \"gsutil help crcmod\").\n", "\n", - "| [1 files][731.9 MiB/731.9 MiB] \n", + "/ [1 files][731.9 MiB/731.9 MiB] 63.0 MiB/s \n", "Operation completed over 1 objects/731.9 MiB. \n" ] } @@ -457,7 +487,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 18, "id": "2cdaf24c-c4aa-4e80-9236-939e7c982916", "metadata": {}, "outputs": [], @@ -475,7 +505,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 19, "id": "b005876c-f9af-43d6-80c6-f04295413b9b", "metadata": {}, "outputs": [ @@ -484,7 +514,7 @@ "output_type": "stream", "text": [ "total 2.5G\n", - "-rw-r--r-- 1 learner learner 2.5G Jan 21 21:32 index.csv\n" + "-rw-r--r-- 1 learner learner 2.5G Feb 7 16:04 index.csv\n" ] } ], @@ -502,7 +532,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 20, "id": "ffe969db-d207-44fe-8957-8d129c76ee8f", "metadata": {}, "outputs": [ @@ -521,6 +551,18 @@ "head --lines=4 data/index.csv" ] }, + { + "cell_type": "markdown", + "id": "f98c38de-87fa-4e66-9d4b-186fbf81b3b2", + "metadata": {}, + "source": [ + "````{admonition} Tip\n", + ":class: Tip\n", + "\n", + "Now our virtual machine instance is ready and we can access the code and data. Now is a great time to take a short break.\n", + "````" + ] + }, { "cell_type": "markdown", "id": "532e6da3-302a-4e8a-8570-752995f30f1d", @@ -533,7 +575,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 21, "id": "c5e300c3-e1f3-4cd4-9679-77725e61c4db", "metadata": {}, "outputs": [ @@ -577,7 +619,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 22, "id": "c9872510-4265-4b0e-aeb5-5a829ff69b24", "metadata": {}, "outputs": [ @@ -607,7 +649,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 23, "id": "6912a9ec-0f9b-4500-ba20-d4280592b323", "metadata": {}, "outputs": [ @@ -638,7 +680,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 24, "id": "3572c518-df83-4906-bfa6-a37bde2a5063", "metadata": {}, "outputs": [ @@ -673,7 +715,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 25, "id": "cccec3e1-0dcd-4e3b-a059-a884f5219b66", "metadata": { "scrolled": true, @@ -687,14 +729,14 @@ "+++ gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_ANG.txt...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B1.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B3.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B10.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B3.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B11.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B4.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B2.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B6.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B5.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B4.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B11.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B7.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B2.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B8.TIF...\n", "==> NOTE: You are downloading one or more large file(s), which would\n", "run significantly faster if you enabled sliced object downloads. This\n", @@ -704,21 +746,21 @@ "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_B9.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_BQA.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20201007_20201016_01_T1/LC08_L1TP_025033_20201007_20201016_01_T1_MTL.txt...\n", - "- [14/14 files][952.9 MiB/952.9 MiB] 100% Done \n", + "| [14/14 files][952.9 MiB/952.9 MiB] 100% Done 18.6 MiB/s ETA 00:00:00 \n", "Operation completed over 14 objects/952.9 MiB. \n", "+++ gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_ANG.txt...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B3.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B1.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B10.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B4.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B5.TIF...\n", - "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B6.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B11.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B10.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B2.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B5.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B7.TIF...\n", + "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B6.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B8.TIF...\n", - "==> NOTE: You are downloading one or more large file(s), which would\n", + "==> NOTE: You are downloading one or more large file(s), which would \n", "run significantly faster if you enabled sliced object downloads. This\n", "feature is enabled by default but requires that compiled crcmod be\n", "installed (see \"gsutil help crcmod\").\n", @@ -726,7 +768,7 @@ "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_B9.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_BQA.TIF...\n", "Copying gs://gcp-public-data-landsat/LC08/01/025/033/LC08_L1TP_025033_20210519_20210528_01_T1/LC08_L1TP_025033_20210519_20210528_01_T1_MTL.txt...\n", - "/ [14/14 files][ 1.0 GiB/ 1.0 GiB] 100% Done 30.3 MiB/s ETA 00:00:00 \n", + "- [14/14 files][ 1.0 GiB/ 1.0 GiB] 100% Done 19.1 MiB/s ETA 00:00:00 \n", "Operation completed over 14 objects/1.0 GiB. \n" ] } @@ -745,7 +787,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 26, "id": "a37c1567-14b5-4dc7-bc27-d1b84411fce1", "metadata": {}, "outputs": [ @@ -754,9 +796,9 @@ "output_type": "stream", "text": [ "total 2564796\n", - "drwxr-xr-x 2 learner learner 4096 Jan 21 21:33 \u001b[0m\u001b[01;34mLC08_L1TP_025033_20201007_20201016_01_T1\u001b[0m\n", - "drwxr-xr-x 2 learner learner 4096 Jan 21 21:33 \u001b[01;34mLC08_L1TP_025033_20210519_20210528_01_T1\u001b[0m\n", - "-rw-r--r-- 1 learner learner 2626336574 Jan 21 21:32 index.csv\n" + "drwxr-xr-x 2 learner learner 4096 Feb 7 16:07 \u001b[0m\u001b[01;34mLC08_L1TP_025033_20201007_20201016_01_T1\u001b[0m\n", + "drwxr-xr-x 2 learner learner 4096 Feb 7 16:08 \u001b[01;34mLC08_L1TP_025033_20210519_20210528_01_T1\u001b[0m\n", + "-rw-r--r-- 1 learner learner 2626336574 Feb 7 16:04 index.csv\n" ] } ], @@ -776,7 +818,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 27, "id": "0c027e92-ae6f-4152-b8d6-5a70172de3e2", "metadata": {}, "outputs": [ @@ -807,12 +849,12 @@ } ], "source": [ - "cat combine.py" + "cat process_sat.py" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 28, "id": "77999a80-7cfd-46d3-86a6-05d199f7e66d", "metadata": {}, "outputs": [ @@ -821,14 +863,14 @@ "output_type": "stream", "text": [ "Traceback (most recent call last):\n", - " File \"combine.py\", line 3, in \n", + " File \"process_sat.py\", line 3, in \n", " import rasterio\n", "ModuleNotFoundError: No module named 'rasterio'\n" ] } ], "source": [ - "python3 combine.py\n", + "python3 process_sat.py\n", "/bin/true # ignore this line used for jupyter" ] }, @@ -843,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 29, "id": "b5a2b29b-9c1d-4376-a3eb-4a3dc4bac160", "metadata": { "scrolled": true, @@ -900,8 +942,8 @@ "0 upgraded, 79 newly installed, 0 to remove and 2 not upgraded.\n", "Need to get 46.8 MB of archives.\n", "After this operation, 172 MB of additional disk space will be used.\n", - "Get:1 http://security.debian.org/debian-security buster/updates/main amd64 libicu63 amd64 63.1-6+deb10u2 [8300 kB]\n", - "Get:2 http://deb.debian.org/debian buster/main amd64 poppler-data all 0.4.9-2 [1473 kB]\n", + "Get:1 http://deb.debian.org/debian buster/main amd64 poppler-data all 0.4.9-2 [1473 kB]\n", + "Get:2 http://security.debian.org/debian-security buster/updates/main amd64 libicu63 amd64 63.1-6+deb10u2 [8300 kB]\n", "Get:3 http://deb.debian.org/debian buster/main amd64 fonts-dejavu-core all 2.37-1 [1068 kB]\n", "Get:4 http://deb.debian.org/debian buster/main amd64 fontconfig-config all 2.13.1-2 [280 kB]\n", "Get:5 http://deb.debian.org/debian buster/main amd64 gdal-data all 2.4.0+dfsg-1 [744 kB]\n", @@ -909,36 +951,36 @@ "Get:7 http://deb.debian.org/debian buster/main amd64 libgfortran5 amd64 8.3.0-6 [581 kB]\n", "Get:8 http://deb.debian.org/debian buster/main amd64 libblas3 amd64 3.8.0-2 [148 kB]\n", "Get:9 http://deb.debian.org/debian buster/main amd64 liblapack3 amd64 3.8.0-2 [2110 kB]\n", - "Get:10 http://deb.debian.org/debian buster/main amd64 libarpack2 amd64 3.7.0-2 [102 kB]\n", - "Get:11 http://deb.debian.org/debian buster/main amd64 libsuperlu5 amd64 5.2.1+dfsg1-4 [161 kB]\n", - "Get:12 http://security.debian.org/debian-security buster/updates/main amd64 libtiff5 amd64 4.1.0+git191117-2~deb10u3 [271 kB]\n", - "Get:13 http://deb.debian.org/debian buster/main amd64 libarmadillo9 amd64 1:9.200.7+dfsg-1 [88.6 kB]\n", - "Get:14 http://security.debian.org/debian-security buster/updates/main amd64 libnss3 amd64 2:3.42.1-1+deb10u4 [1161 kB]\n", - "Get:15 http://deb.debian.org/debian buster/main amd64 libcharls2 amd64 2.0.0+dfsg-1 [64.3 kB]\n", - "Get:16 http://deb.debian.org/debian buster/main amd64 libxml2 amd64 2.9.4+dfsg1-7+deb10u2 [689 kB]\n", - "Get:17 http://deb.debian.org/debian buster/main amd64 libdap25 amd64 3.20.3-1 [557 kB]\n", - "Get:18 http://security.debian.org/debian-security buster/updates/main amd64 libpq5 amd64 11.14-0+deb10u1 [171 kB]\n", - "Get:19 http://security.debian.org/debian-security buster/updates/main amd64 python3-lxml amd64 4.3.2-1+deb10u4 [1163 kB]\n", - "Get:20 http://deb.debian.org/debian buster/main amd64 libdapclient6v5 amd64 3.20.3-1 [202 kB]\n", - "Get:21 http://deb.debian.org/debian buster/main amd64 libdapserver7v5 amd64 3.20.3-1 [131 kB]\n", - "Get:22 http://deb.debian.org/debian buster/main amd64 libepsilon1 amd64 0.9.2+dfsg-4 [42.0 kB]\n", - "Get:23 http://deb.debian.org/debian buster/main amd64 libfontconfig1 amd64 2.13.1-2 [346 kB]\n", - "Get:24 http://deb.debian.org/debian buster/main amd64 libfreexl1 amd64 1.0.5-3 [34.1 kB]\n", - "Get:25 http://deb.debian.org/debian buster/main amd64 libfyba0 amd64 4.1.1-6 [114 kB]\n", - "Get:26 http://deb.debian.org/debian buster/main amd64 libgeos-3.7.1 amd64 3.7.1-1 [735 kB]\n", - "Get:27 http://deb.debian.org/debian buster/main amd64 libgeos-c1v5 amd64 3.7.1-1 [299 kB]\n", - "Get:28 http://deb.debian.org/debian buster/main amd64 proj-data all 5.2.0-1 [6986 kB]\n", - "Get:29 http://deb.debian.org/debian buster/main amd64 libproj13 amd64 5.2.0-1 [225 kB]\n", - "Get:30 http://deb.debian.org/debian buster/main amd64 libjbig0 amd64 2.1-3.1+b2 [31.0 kB]\n", - "Get:31 http://deb.debian.org/debian buster/main amd64 libjpeg62-turbo amd64 1:1.5.2-2+deb10u1 [133 kB]\n", - "Get:32 http://deb.debian.org/debian buster/main amd64 libwebp6 amd64 0.6.1-2+deb10u1 [261 kB]\n", - "Get:33 http://deb.debian.org/debian buster/main amd64 libgeotiff2 amd64 1.4.3-1 [72.0 kB]\n", - "Get:34 http://deb.debian.org/debian buster/main amd64 libgif7 amd64 5.1.4-3 [43.3 kB]\n", - "Get:35 http://deb.debian.org/debian buster/main amd64 libhdf4-0-alt amd64 4.2.13-4 [277 kB]\n", - "Get:36 http://deb.debian.org/debian buster/main amd64 libsz2 amd64 1.0.2-1 [6676 B]\n", - "Get:37 http://deb.debian.org/debian buster/main amd64 libhdf5-103 amd64 1.10.4+repack-10 [1325 kB]\n", - "Get:38 http://deb.debian.org/debian buster/main amd64 libminizip1 amd64 1.1-8+b1 [20.4 kB]\n", - "Get:39 http://deb.debian.org/debian buster/main amd64 liburiparser1 amd64 0.9.1-1 [47.8 kB]\n", + "Get:10 http://security.debian.org/debian-security buster/updates/main amd64 libtiff5 amd64 4.1.0+git191117-2~deb10u3 [271 kB]\n", + "Get:11 http://security.debian.org/debian-security buster/updates/main amd64 liburiparser1 amd64 0.9.1-1+deb10u1 [48.1 kB]\n", + "Get:12 http://security.debian.org/debian-security buster/updates/main amd64 libnss3 amd64 2:3.42.1-1+deb10u5 [1160 kB]\n", + "Get:13 http://security.debian.org/debian-security buster/updates/main amd64 libpq5 amd64 11.14-0+deb10u1 [171 kB]\n", + "Get:14 http://security.debian.org/debian-security buster/updates/main amd64 python3-lxml amd64 4.3.2-1+deb10u4 [1163 kB]\n", + "Get:15 http://deb.debian.org/debian buster/main amd64 libarpack2 amd64 3.7.0-2 [102 kB]\n", + "Get:16 http://deb.debian.org/debian buster/main amd64 libsuperlu5 amd64 5.2.1+dfsg1-4 [161 kB]\n", + "Get:17 http://deb.debian.org/debian buster/main amd64 libarmadillo9 amd64 1:9.200.7+dfsg-1 [88.6 kB]\n", + "Get:18 http://deb.debian.org/debian buster/main amd64 libcharls2 amd64 2.0.0+dfsg-1 [64.3 kB]\n", + "Get:19 http://deb.debian.org/debian buster/main amd64 libxml2 amd64 2.9.4+dfsg1-7+deb10u2 [689 kB]\n", + "Get:20 http://deb.debian.org/debian buster/main amd64 libdap25 amd64 3.20.3-1 [557 kB]\n", + "Get:21 http://deb.debian.org/debian buster/main amd64 libdapclient6v5 amd64 3.20.3-1 [202 kB]\n", + "Get:22 http://deb.debian.org/debian buster/main amd64 libdapserver7v5 amd64 3.20.3-1 [131 kB]\n", + "Get:23 http://deb.debian.org/debian buster/main amd64 libepsilon1 amd64 0.9.2+dfsg-4 [42.0 kB]\n", + "Get:24 http://deb.debian.org/debian buster/main amd64 libfontconfig1 amd64 2.13.1-2 [346 kB]\n", + "Get:25 http://deb.debian.org/debian buster/main amd64 libfreexl1 amd64 1.0.5-3 [34.1 kB]\n", + "Get:26 http://deb.debian.org/debian buster/main amd64 libfyba0 amd64 4.1.1-6 [114 kB]\n", + "Get:27 http://deb.debian.org/debian buster/main amd64 libgeos-3.7.1 amd64 3.7.1-1 [735 kB]\n", + "Get:28 http://deb.debian.org/debian buster/main amd64 libgeos-c1v5 amd64 3.7.1-1 [299 kB]\n", + "Get:29 http://deb.debian.org/debian buster/main amd64 proj-data all 5.2.0-1 [6986 kB]\n", + "Get:30 http://deb.debian.org/debian buster/main amd64 libproj13 amd64 5.2.0-1 [225 kB]\n", + "Get:31 http://deb.debian.org/debian buster/main amd64 libjbig0 amd64 2.1-3.1+b2 [31.0 kB]\n", + "Get:32 http://deb.debian.org/debian buster/main amd64 libjpeg62-turbo amd64 1:1.5.2-2+deb10u1 [133 kB]\n", + "Get:33 http://deb.debian.org/debian buster/main amd64 libwebp6 amd64 0.6.1-2+deb10u1 [261 kB]\n", + "Get:34 http://deb.debian.org/debian buster/main amd64 libgeotiff2 amd64 1.4.3-1 [72.0 kB]\n", + "Get:35 http://deb.debian.org/debian buster/main amd64 libgif7 amd64 5.1.4-3 [43.3 kB]\n", + "Get:36 http://deb.debian.org/debian buster/main amd64 libhdf4-0-alt amd64 4.2.13-4 [277 kB]\n", + "Get:37 http://deb.debian.org/debian buster/main amd64 libsz2 amd64 1.0.2-1 [6676 B]\n", + "Get:38 http://deb.debian.org/debian buster/main amd64 libhdf5-103 amd64 1.10.4+repack-10 [1325 kB]\n", + "Get:39 http://deb.debian.org/debian buster/main amd64 libminizip1 amd64 1.1-8+b1 [20.4 kB]\n", "Get:40 http://deb.debian.org/debian buster/main amd64 libkmlbase1 amd64 1.3.0-7 [48.9 kB]\n", "Get:41 http://deb.debian.org/debian buster/main amd64 libkmldom1 amd64 1.3.0-7 [172 kB]\n", "Get:42 http://deb.debian.org/debian buster/main amd64 libkmlengine1 amd64 1.3.0-7 [78.4 kB]\n", @@ -979,11 +1021,11 @@ "Get:77 http://deb.debian.org/debian buster/main amd64 python3-pyparsing all 2.2.0+dfsg1-2 [89.6 kB]\n", "Get:78 http://deb.debian.org/debian buster/main amd64 python3-snuggs all 1.4.3-1 [7228 B]\n", "Get:79 http://deb.debian.org/debian buster/main amd64 python3-rasterio amd64 1.0.21-1 [818 kB]\n", - "Fetched 46.8 MB in 2s (28.9 MB/s) \n", + "Fetched 46.8 MB in 5s (8830 kB/s) \n", "Extracting templates from packages: 100%\n", "Preconfiguring packages ...\n", "Selecting previously unselected package poppler-data.\n", - "(Reading database ... 57529 files and directories currently installed.)\n", + "(Reading database ... 57683 files and directories currently installed.)\n", "Preparing to unpack .../00-poppler-data_0.4.9-2_all.deb ...\n", "Unpacking poppler-data (0.4.9-2) ...\n", "Selecting previously unselected package fonts-dejavu-core.\n", @@ -1089,8 +1131,8 @@ "Preparing to unpack .../34-libminizip1_1.1-8+b1_amd64.deb ...\n", "Unpacking libminizip1:amd64 (1.1-8+b1) ...\n", "Selecting previously unselected package liburiparser1:amd64.\n", - "Preparing to unpack .../35-liburiparser1_0.9.1-1_amd64.deb ...\n", - "Unpacking liburiparser1:amd64 (0.9.1-1) ...\n", + "Preparing to unpack .../35-liburiparser1_0.9.1-1+deb10u1_amd64.deb ...\n", + "Unpacking liburiparser1:amd64 (0.9.1-1+deb10u1) ...\n", "Selecting previously unselected package libkmlbase1:amd64.\n", "Preparing to unpack .../36-libkmlbase1_1.3.0-7_amd64.deb ...\n", "Unpacking libkmlbase1:amd64 (1.3.0-7) ...\n", @@ -1140,8 +1182,8 @@ "Preparing to unpack .../51-libnspr4_2%3a4.20-1_amd64.deb ...\n", "Unpacking libnspr4:amd64 (2:4.20-1) ...\n", "Selecting previously unselected package libnss3:amd64.\n", - "Preparing to unpack .../52-libnss3_2%3a3.42.1-1+deb10u4_amd64.deb ...\n", - "Unpacking libnss3:amd64 (2:3.42.1-1+deb10u4) ...\n", + "Preparing to unpack .../52-libnss3_2%3a3.42.1-1+deb10u5_amd64.deb ...\n", + "Unpacking libnss3:amd64 (2:3.42.1-1+deb10u5) ...\n", "Selecting previously unselected package libpoppler82:amd64.\n", "Preparing to unpack .../53-libpoppler82_0.71.0-5_amd64.deb ...\n", "Unpacking libpoppler82:amd64 (0.71.0-5) ...\n", @@ -1257,7 +1299,7 @@ "Setting up libgfortran5:amd64 (8.3.0-6) ...\n", "Setting up libhdf4-0-alt (4.2.13-4) ...\n", "Setting up libgif7:amd64 (5.1.4-3) ...\n", - "Setting up liburiparser1:amd64 (0.9.1-1) ...\n", + "Setting up liburiparser1:amd64 (0.9.1-1+deb10u1) ...\n", "Setting up libfreexl1:amd64 (1.0.5-3) ...\n", "Setting up libfyba0:amd64 (4.1.1-6) ...\n", "Setting up libkmlbase1:amd64 (1.3.0-7) ...\n", @@ -1277,7 +1319,7 @@ "Setting up fontconfig-config (2.13.1-2) ...\n", "Setting up python3-cligj (0.5.0-1) ...\n", "Setting up libdap25:amd64 (3.20.3-1) ...\n", - "Setting up libnss3:amd64 (2:3.42.1-1+deb10u4) ...\n", + "Setting up libnss3:amd64 (2:3.42.1-1+deb10u5) ...\n", "Setting up libdapserver7v5:amd64 (3.20.3-1) ...\n", "Setting up python3-bs4 (4.7.1-1) ...\n", "Setting up libgeotiff2:amd64 (1.4.3-1) ...\n", @@ -1315,7 +1357,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 31, "id": "b9e367a0-26ce-42ce-bb04-6a432f41876e", "metadata": {}, "outputs": [ @@ -1331,7 +1373,7 @@ } ], "source": [ - "/usr/bin/python3 combine.py" + "/usr/bin/python3 process_sat.py" ] }, { @@ -1352,7 +1394,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 32, "id": "db9f26aa-6317-4834-8bf1-972c8b3cc032", "metadata": {}, "outputs": [ @@ -1361,8 +1403,8 @@ "output_type": "stream", "text": [ "total 192M\n", - "-rw-r--r-- 1 learner learner 192M Jan 21 21:34 \u001b[0m\u001b[01;35mresult-LC08_L1TP_025033_20201007_20201016_01_T1.png\u001b[0m\n", - "-rw-r--r-- 1 learner learner 910 Jan 21 21:34 result-LC08_L1TP_025033_20201007_20201016_01_T1.png.aux.xml\n" + "-rw-r--r-- 1 learner learner 192M Feb 7 16:09 \u001b[0m\u001b[01;35mresult-LC08_L1TP_025033_20201007_20201016_01_T1.png\u001b[0m\n", + "-rw-r--r-- 1 learner learner 910 Feb 7 16:09 result-LC08_L1TP_025033_20201007_20201016_01_T1.png.aux.xml\n" ] } ], @@ -1382,7 +1424,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 33, "id": "9345472f-4ef3-490b-a80e-2462cd534c89", "metadata": {}, "outputs": [ @@ -1390,7 +1432,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "essentials-learner-2022-01-21\n" + "essentials-learner-2022-02-07\n" ] } ], @@ -1400,7 +1442,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 34, "id": "27dfae96-faf2-4d5d-8a78-97781841f172", "metadata": {}, "outputs": [ @@ -1408,7 +1450,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/\n" + "gs://essentials-learner-2022-02-07/\n" ] } ], @@ -1428,7 +1470,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 35, "id": "681e6b1d-98bb-448a-a57e-f5674214effd", "metadata": {}, "outputs": [ @@ -1469,7 +1511,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 36, "id": "248c47be-625f-44f5-a6b6-919e8d8baafd", "metadata": {}, "outputs": [ @@ -1477,7 +1519,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "gs://essentials-learner-2022-01-21/output/\n" + "gs://essentials-learner-2022-02-07/output/\n" ] } ], @@ -1487,7 +1529,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 37, "id": "b1ea18e9-5861-4479-9948-3303952dee8a", "metadata": {}, "outputs": [ @@ -1495,8 +1537,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "191.58 MiB 2022-01-21T21:34:56Z gs://essentials-learner-2022-01-21/output/result-LC08_L1TP_025033_20201007_20201016_01_T1.png\n", - " 910 B 2022-01-21T21:34:54Z gs://essentials-learner-2022-01-21/output/result-LC08_L1TP_025033_20201007_20201016_01_T1.png.aux.xml\n", + "191.58 MiB 2022-02-07T16:09:41Z gs://essentials-learner-2022-02-07/output/result-LC08_L1TP_025033_20201007_20201016_01_T1.png\n", + " 910 B 2022-02-07T16:09:39Z gs://essentials-learner-2022-02-07/output/result-LC08_L1TP_025033_20201007_20201016_01_T1.png.aux.xml\n", "TOTAL: 2 objects, 200890195 bytes (191.58 MiB)\n" ] } @@ -1507,7 +1549,7 @@ }, { "cell_type": "markdown", - "id": "66a41f97-3834-4d09-bfe5-c3f224628842", + "id": "36530927-2205-4586-bca7-10b8698f5a15", "metadata": {}, "source": [ "## Viewing the Results\n", @@ -1515,6 +1557,30 @@ "You now can view the results by using the Google Cloud Platform Web Console and navigating to \"Cloud Storage\", selecting the bucket, and then the result object you wish to view (select the `.png` file). You will need to click the \"Preview\" button given the large size of the image." ] }, + { + "cell_type": "markdown", + "id": "4de32b26-f4cb-4f33-b7d5-e3852769840a", + "metadata": {}, + "source": [ + "````{admonition} Exercise\n", + "\n", + " * Try to find and view the results on your own\n", + "\n", + "````" + ] + }, + { + "cell_type": "markdown", + "id": "9f7a4893-104a-4467-84ac-871d21db6050", + "metadata": {}, + "source": [ + "Navigate to **Cloud Storage** -> **Browser** -> **Bucket** -> **output** folder and then click on the **result** object.\n", + "![example-object](img/example-object.png)\n", + "\n", + "And press the **Preview** button below the object details (check the details) and you should see something similar to the following:\n", + "![example-object-preview](img/example-object-preview.png)" + ] + }, { "cell_type": "markdown", "id": "40d9ab41-8920-45f2-8218-550baac5b069", diff --git a/content/GCP/img/compute-iam-scope-storage-full.png 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zfSvFNZn@LDnmb9v3|i>^h~1}dZB;3AKI*^vjC-i42WvVXwv|139X-kw29RHvpfD6} z6ve#1;UZO8voAz`9=N}rT|NBd*gwIR5 z@v*Q}@*K!+PgDQ;`0uhG2rv$bsZxnD73{P(Jq?xGU;G3jOZ#{K`z z|7|Hq49e~eA?oMp|FqlR9G?;?Y9pq*0>^NTuFQ4s{!2st#U4Oq9@yO)Jn$96|Jv_n zo!}2OC_`_ubd~-`MO0`FH}V(@8eFa`|A`m>GQ0sKo_{_%(ZFfejK z3QB&T^ecOl|3}~O*5ayEsezfo!$FmNVE|?kGOdUWhvRh z`P;z%X1IQKjJFNg3czyqmnHwRXv=d(FmB5*x891{e>Iv6z}j1&evbI-m;c*qes{kT zrN33-7}eqyhwcBG?5m6|7t(KKt?r}s*8LA-P>Uq`#6a(Vvu$^ Date: Mon, 7 Feb 2022 16:29:19 +0000 Subject: [PATCH 18/19] GCP: Add spell to spelcheck commits --- scripts/gcp-create.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/gcp-create.sh b/scripts/gcp-create.sh index 8a0fd2d..efbc780 100755 --- a/scripts/gcp-create.sh +++ b/scripts/gcp-create.sh @@ -41,7 +41,7 @@ done echo "+++ configuring VM" gcloud compute ssh --zone=$ZONE $NAME@$VM --ssh-flag='-A' < .ssh/known_hosts git config --global color.ui auto git config --global push.default simple From 32bbe68e6046c2abffdaa56fd24ea3318c887c17 Mon Sep 17 00:00:00 2001 From: jhicks Date: Tue, 8 Feb 2022 13:04:28 -0500 Subject: [PATCH 19/19] Azure dev --- content/Azure/01_intro_to_cloud_console.ipynb | 143 ++++++++++++------ content/Azure/02_intro_to_compute.ipynb | 31 ++-- .../Azure/05_intro_to_cloud_storage_cli.ipynb | 39 +++-- content/Azure/glossary.ipynb | 40 +++-- content/Azure/images/Azure-cloud-shell.png | Bin 0 -> 57040 bytes content/Azure/images/Azure-services-menu.png | Bin 0 -> 42603 bytes content/Azure/images/hamburger-navigation.png | Bin 0 -> 45418 bytes 7 files changed, 158 insertions(+), 95 deletions(-) create mode 100644 content/Azure/images/Azure-cloud-shell.png create mode 100644 content/Azure/images/Azure-services-menu.png create mode 100644 content/Azure/images/hamburger-navigation.png diff --git a/content/Azure/01_intro_to_cloud_console.ipynb b/content/Azure/01_intro_to_cloud_console.ipynb index ccdbac9..7619591 100644 --- a/content/Azure/01_intro_to_cloud_console.ipynb +++ b/content/Azure/01_intro_to_cloud_console.ipynb @@ -28,19 +28,18 @@ }, { "cell_type": "markdown", - "id": "926df543", + "id": "7ba16e4b", "metadata": {}, "source": [ "## The Who, What, and Where of the Cloud\n", "\n", "Before we get started we must first define, and find, a few key pieces of information about your environment that will be used throughout this lesson. This information is also important to ensure that this information is what you expect, otherwise you may use the wrong account or run or store things in the wrong place. It is important to be clear about these terms as they are often different in other cloud providers. \n", - "\n", - "(need glossary for Azure) We provide a [glossary of Azure terms](glossary.ipynb) for your reference." + "We provide a [glossary of Azure terms](glossary.ipynb) for your reference." ] }, { "cell_type": "markdown", - "id": "3e128379", + "id": "b8747e81", "metadata": {}, "source": [ "## Accounts (Authentication and Identity) & login\n", @@ -48,21 +47,21 @@ "The (Azure) **Account** is the identity used to access the Azure web console and is in the form of an email address and is associated with an individual. This is typically the account you use to access Azure services associated with your institution and not your personal account. We will now login to the Azure web console and verify our account.\n", "\n", " * Login to the web console with your (Azure) account by going to [https://portal.azure.com//](https://portal.azure.com//)\n", - " * Fill in your username and password (assigned to you in the an email from CLASS or perhap from your institution. \n", - " * Find your user/account under the \"Avatar\" in the top right (see number 4 below).\n", + " * Fill in your username and password (assigned to you in the an email from CLASS or perhap from your institution). \n", + " * Find your user/account under the \"Avatar\" in the top right (see number 5 below).\n", "\n", - "You are now logged on. Welcome to the first step of your cloud journey!" + "You are now logged in. Welcome to the first step of your cloud journey!" ] }, { "cell_type": "markdown", - "id": "90066c19", + "id": "6f9af1ea", "metadata": {}, "source": [ "### Exercise\n", "\n", "Take a few moments to ask yourself the following questions:\n", - " * What account are you currently using in the Google Cloud web console?\n", + " * What account are you currently using in the Azure Cloud web console?\n", " * Are you logged into any other accounts?\n", " * How do you know which account is being used?\n", " \n", @@ -71,66 +70,50 @@ }, { "cell_type": "markdown", - "id": "160353bd", + "id": "4901d3bb", "metadata": {}, "source": [ "## Subscriptions\n", " \n", - "Click on the *Directories & Subscriptions* buttton (#4).\n", - "Verify that you are in the right *Directory and Subscription* (briefly discribe D&S).\n", + "Click on the *Directories & Subscriptions* buttton (number 4 below).\n", + "Verify that you are in the right *Directory and Subscription* (For more information on Directories and Subscriptions, see the *glossary of Azure terms* link above).\n", " \n", "Take a few moments to ask yourself the following questions:\n", - " * What is the *name* of the Project you are currently using in the Google Cloud Platform web console?\n", - " * What is the *Project ID* of that project?\n", - " * What is the *Project Number* of that project?\n", - " * Do you have multiple projects?\n", - " * How do you know which project you are currently using?\n", - "\n", - "If you are currently not using the correct project for this lesson, switch to the correct one." - ] - }, - { - "cell_type": "markdown", - "id": "6e3b3cbd", - "metadata": {}, - "source": [ - "## Services\n", - "\n", - "The web console is used to control and observe the cloud from the browser. It should only be used for simple and one-time tasks, exploring new services, accessing documentation, or for monitoring and debugging resources in the cloud. Programmatic control through the console, programming languages (for example Python), and other automation tools should be used for day to day activities to make the most out of the cloud and to help with the reproducibility of research and teaching.\n", + " * What is the *name* of the Subscription you are currently using in the Azure web console?\n", + " * Do you have multiple subscriptions?\n", + " * How do you know which subscription you are currently using?\n", "\n", - "The Navigation Menu (number 1 above) is used to navigate to the various products, which are also sometimes called services.\n" + "If you are currently not using the correct subscription for this lesson, switch to the correct one." ] }, { "cell_type": "markdown", - "id": "b474c54d", + "id": "d2611421", "metadata": {}, "source": [ "## Services\n", "\n", "The web console is used to control and observe the cloud from the browser. It should only be used for simple and one-time tasks, exploring new services, accessing documentation, or for monitoring and debugging resources in the cloud. Programmatic control through the console, programming languages (for example Python), and other automation tools should be used for day to day activities to make the most out of the cloud and to help with the reproducibility of research and teaching.\n", "\n", - "The Navigation Menu (often called the hamburger) is used to navigate to the various products, which are also sometimes called services.\n", + "The Navigation Menu (number 1 below) is used to navigate to the various products, which are also called services.\n", "\n", - "![hamburger-navigation](images/hamburger-navigation.png)\n", + "![hamburger-navigation](images/Azure-services-menu.png)\n", "\n", - " * Click on a product to navigate the product page\n", - " * You can pin frequently used items on the top of this page by clicking on the pin icon. \n", + " * Click on a product to navigate to the product page \n", " * Click the hamburger again to hide the Left Sidebar.\n", "\n", - "All the different products and services are the \"What\" of the cloud. We will start with compute, called *Google Compute Engine* in the next Episode. \n", + "All the different products and services are the \"What\" of the cloud. We will start with compute, called *Azure VM* in the next Episode. \n", "\n", "### Exercise \n", "\n", - "Take a few moments to navigate a few key services.\n", - " * Navigate to the \"Compute Engine\" service under the \"Compute\" product group.\n", - " * You will probably need to \"Enable\" this service first by clicking on the \"Enable\" button on the \"Compute Engine API\" page. This will only need to be done once per project.\n", - " * Navigate to \"Cloud Storage\" under the \"Storage\" product group and enable the service if necessary." + "Take a few moments to navigate to a few key services.\n", + " * Navigate to the \"Virtual Machine\" service in the Left Sidebar menu.\n", + " * Navigate to \"Storage Accounts\" service in the Left Sidebar menu.\n" ] }, { "cell_type": "markdown", - "id": "a25ba0f1", + "id": "13817be0", "metadata": {}, "source": [ "## Everything Else\n", @@ -160,7 +143,7 @@ }, { "cell_type": "markdown", - "id": "e94b53e2", + "id": "5ab062d4", "metadata": {}, "source": [ "## Open a Cloud Shell\n", @@ -169,14 +152,80 @@ "\n", "To use the Cloud Shell:\n", " * Open up a Cloud Shell by clicking on the **Cloud Shell** icon in the right side of the top blue bar (number 3 above).\n", - " * Once the Cloud Shell is open, you should see \"Welcome to Azure Cloud Shell\".\n", + " * Once the Cloud Shell is open and has initialized, you should see \"Welcome to Azure Cloud Shell\".\n", " * Click the middle box icon on the right side of the Cloud Shell bar to maximize the screen. You can find the correct icon by hovering over the icons to see their names.\n", - " * Note: You can open the Cloud Shell in a new tab by clicking on the **Open new session** icon (looks like a box with a \"+\") in the middle of the Cloud Shell bar.\n" + " * Note: You can open the Cloud Shell in a new tab by clicking on the **Open new session** icon (looks like a box with a \"+\") in the middle of the Cloud Shell bar.\n", + "\n", + "![Azure-cloud-shell](images/Azure-cloud-shell.png)\n", + "\n", + "You will notice that in the upper left corner of the cloud shell there is a pull down menu. This should be set to **bash** (The other option is PowerShell). We will now prepare for the next lessons by creating an ssh key." + ] + }, + { + "cell_type": "markdown", + "id": "53d98252", + "metadata": {}, + "source": [ + "Now we will create a ssh key pair to use with some of the other lessons (e.g. we need a ssh key when creating a VM in order to login securely).\n", + "\n", + "At the **$** prompt, enter **ssh-keygen** and follow the prompts." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "be8b4eb8", + "metadata": {}, + "outputs": [], + "source": [ + "$ ssh-keygen\n", + "Generating public/private rsa key pair.\n", + "Enter file in which to save the key (/home/john/.ssh/id_rsa):" + ] + }, + { + "cell_type": "markdown", + "id": "af178e4d", + "metadata": {}, + "source": [ + "This prompt is asking you to create a .ssh directory in your home directory and generate ssh public/private keys named id_rsa.pub/id_rsa (default).\n", + "\n", + "Press enter to continue to create the key. You will see another message asking you for a passphrase, similar to the following:\n", + "```\n", + "Generating public/private rsa key pair.\n", + "Enter passphrase (empty for no passphrase):\n", + "```\n", + "Here you should enter a passphrase (a series of words) to protect the key. You will be asked to re-enter the passphrase as shown below:\n", + "```\n", + "Enter same passphrase again:\n", + "```\n", + "\n", + "After successfully retyping the passphrase the key generation process will continue showing similar message as follows (the fingerprint and art will look different):\n", + "```\n", + "Your identification has been saved in /home/learner/.ssh/id_rsa.\n", + "Your public key has been saved in /home/learner/.ssh/id_rsa.pub.\n", + "The key fingerprint is:\n", + "SHA256:D9yj1nZEUigahirvjkIFoCP7RfjDu67Ku88M7nHQftI learner@cs-748001990186-default-boost-r9phq\n", + "The key's randomart image is:\n", + "+---[RSA 2048]----+\n", + "|o . .. |\n", + "|.. .. o . .. |\n", + "|+ o... o .. . |\n", + "|ooo= .. . o |\n", + "|.+..= S o . |\n", + "| o+..o = o |\n", + "|.+.+.E o + . |\n", + "|+.B o. . . . |\n", + "|=O**o |\n", + "+----[SHA256]-----+\n", + "```\n", + "\n", + "The ssh key generation is now complete. This will only happen once for your account. Later during the VM create proces you will be asked to Cut & Paste the public key into a form. " ] }, { "cell_type": "markdown", - "id": "e17944ad", + "id": "779c8715", "metadata": {}, "source": [ "## Exercise\n", @@ -197,7 +246,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -211,7 +260,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/content/Azure/02_intro_to_compute.ipynb b/content/Azure/02_intro_to_compute.ipynb index 5c47b31..d401cb0 100644 --- a/content/Azure/02_intro_to_compute.ipynb +++ b/content/Azure/02_intro_to_compute.ipynb @@ -38,7 +38,7 @@ }, { "cell_type": "markdown", - "id": "3565e61f", + "id": "eb6326d6", "metadata": {}, "source": [ "## Azure Virtual Machines" @@ -46,11 +46,15 @@ }, { "cell_type": "markdown", - "id": "4efebb57", + "id": "ce935ec7", "metadata": {}, "source": [ "Before we begin this lesson/episode we need to create a ssh key in order to login into the VM we about to create. We will use the public key when we create the VM.\n", "\n", + "**Note:** Step 1. below is not required if you have already created a ssh key in the [Intro to Cloud Console](01_intro_to_cloud_console.ipynb) lesson. If you have already created a key go directly to step 2.\n", + "\n", + "**Step 1.**\n", + "\n", "If you have not used the cloud shell to connect to a *VM Instance* before you will need to create a new *ssh key*. The Compute Engine will use this key to allow you to access the *VM instance* in a secure manner. If this is the case you will see a message similar to the following:\n", "```\n", "WARNING: The private SSH key file for gcloud does not exist.\n", @@ -95,20 +99,17 @@ "\n", "The ssh key generation is now complete. This will only happen once for your account. Later during the VM create proces you will be asked to Cut & Paste the public key into a form. \n", "\n", - "Copy the public key to your clip board \n", - "\n", "\n", - "future connections.\n" + "**Step 2.**\n", + "Copy the public key to your clip board future connections.\n" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "7245d24e", + "cell_type": "markdown", + "id": "0f47f212", "metadata": {}, - "outputs": [], "source": [ - "cat /home/learner/.ssh/azure_compute_engine.pub" + "cat /home/learner/.ssh/id_rsa.pub" ] }, { @@ -294,7 +295,7 @@ }, { "cell_type": "markdown", - "id": "bb819970", + "id": "41119145", "metadata": {}, "source": [ "## Clean up\n", @@ -314,7 +315,9 @@ "* Select the Resource Group to delete.\n", "* Click delete\n", "* A warning will ask you to enter the name of the Resource Group to make sure you want to continue with this perminent operation.\n", - "* Confirm that you want ot delete the Resouce Group." + "* Confirm that you want ot delete the Resouce Group.\n", + "\n", + "Note: By deleting the Resource Group you will delete all services under it." ] }, { @@ -328,7 +331,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -342,7 +345,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/content/Azure/05_intro_to_cloud_storage_cli.ipynb b/content/Azure/05_intro_to_cloud_storage_cli.ipynb index ef2660e..b082779 100644 --- a/content/Azure/05_intro_to_cloud_storage_cli.ipynb +++ b/content/Azure/05_intro_to_cloud_storage_cli.ipynb @@ -45,24 +45,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'eastus' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mRG\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_rg\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mLOCATION\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0meastus\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mBLOB_CON\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_blob_cont\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mSTGE_ACCT\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_stor_ac\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mCTR\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"demo_stge_ctr\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mNameError\u001b[0m: name 'eastus' is not defined" - ] - } - ], + "outputs": [], "source": [ "RG=\"demo_rg\"\n", - "LOCATION=eastus\n", + "LOCATION=\"eastus\"\n", "BLOB_CON=\"demo_blob_cont\"\n", "STGE_ACCT=\"demo_stor_ac\"\n", "CTR=\"demo_stge_ctr\"" @@ -76,8 +64,10 @@ ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ "az group create --name $RG --location $LOCATION" ] @@ -93,9 +83,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (838669738.py, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"/var/folders/ty/h84mzh251vdbfwf3zsph_xrh0000gq/T/ipykernel_80687/838669738.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m az storage account create --name $STGE_ACCT --resource-group $RG --location $LOCATION --sku Standard_ZRS --encryption-services blob\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], "source": [ "az storage account create --name $STGE_ACCT --resource-group $RG --location $LOCATION --sku Standard_ZRS --encryption-services blob" ] @@ -332,7 +331,7 @@ "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" }, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -346,7 +345,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/content/Azure/glossary.ipynb b/content/Azure/glossary.ipynb index e690bf9..f7501e9 100644 --- a/content/Azure/glossary.ipynb +++ b/content/Azure/glossary.ipynb @@ -2,31 +2,43 @@ "cells": [ { "cell_type": "markdown", - "id": "1f0027c2-df7b-426e-b4f4-3e1db9916d14", + "id": "efd09804", "metadata": {}, "source": [ "# Glossary\n", "\n", - "* **Account** - The Google account (email) associated with an individual. This is the identity that you use to access console and takes the form of an email address.\n", - "* **Project** - Resources and services in Google Cloud are created within a single Project. \n", - "* **Project Name** - The long human readable name of your project. You can change this.\n", - "* **Project ID** - an alpha-numeric string identifier for the project. This is not changeable.\n", - "* **Project Number** - a long number that also identifies the project but is rarely used (it is an internal identifier). \n", - "* **Billing Account** - an account used to pay for Google Cloud services. A Billing Account is associated with a Project and enables resource allocation. A project has only one Billing Account associated with it. A Billing account can be used for multiple Projects." + "* **Active Directory** - This is were your identity is defined. This is typically setup by the institution that you belong to.\n", + "* **Subscription** - Resources and services in Azure are created within a Subsrciption and this acts as your billing account. \n", + "* **Account** - The Azure account (email) associated with an individual. This is the identity that you use to access console.\n", + "* **Resource Group** - A resource group is a *container* (in the literal sense not to be confused with a Docker container for example) that holds related resources that you want to manage as a group." ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "471d2fe5", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Bash", - "language": "bash", - "name": "bash" + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" }, "language_info": { - "codemirror_mode": "shell", - "file_extension": ".sh", - "mimetype": "text/x-sh", - "name": "bash" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" } }, "nbformat": 4, diff --git a/content/Azure/images/Azure-cloud-shell.png b/content/Azure/images/Azure-cloud-shell.png new file mode 100644 index 0000000000000000000000000000000000000000..5d8634746c3ec5b4853d4788e5037fbd5dc7b849 GIT binary patch literal 57040 zcmb4r2Ut^C*R|ad3l54XidaCJfPkQc5)~UI6d{z*qzj=)?_dELPys=t6Hp0|LJz$t zQUnBqKtf09p+#ySA@HBfTfX^bzDN9h9wFi8=H7eGJ$tXc*4j5zQ~l0CHg2|U+qNB4 zzI*fDwrzVewr$%k|Jxq$mlupeL-6K~t&)0 z_-{W-O6aSCLEP~t6MPOo6r-f_5#H{)DL28TbIb~D^IGug4kaP@M=5awjXNJdfB5{z z{ofdd@Hhs}i-j~`z(Jbt{0 zNBHhVl_0rC^CwlE6Y_o!YO!eh@WF?+x!J~j;K0n06UR5y*Ect5!<(C%VtWz-6CZ!S z#=p($f$1=}#8Da;SzRlAWosC0n=p9&+qUf?w%c}rSKGmVZt#EGww+PWw(SMKIl%v$ zsXP9&b#F%M&i}mLF3t&YB%K1>Z_;p8A@ zX6a;ZCFbSukhRM;c`pcf>0sq%cE-!W-q97}rEu=gPe8zH)}O`Co%!=4Zb*f5`Y_Ei zN=`0TXJo`KiCsFU$adz;8F?2=YskHuxBtC6c&Bjgft%Yyh`6|?r>B^wl$eu?jktuY ztgQGYNpVR@QSb>-S8qo*GcQp`*Yp4SlK*_qO)FOm7u$z!woZ;`Sl?@A?&R*KaPA!I zK>z*suk*C>vi+YUIlBJ)vcLt3v$lv!h+Pu@?{|Y;HW~mv)x~hGf()w5X}tbUkTfO^rrdSdJ~TFTCt*>bGkY=56a94{;^x=*x_B* z!&KsjyaRt6C@-F?oT+51P(SVKX}$6#K7JzLQlQ_8tNL}0gsyvXPG8TQlwGjxb0{8I z599S;&x0L@4x0GSx+A-D(+0do4z5rHP`&)ICR3=ul^&a-w!!M+;vsMHcuS(qCY@Zj zQacjSx96n&ePV`2@w;$(0Z(AfzLi)guaz&gAY!(9bNfnltVzCWn?gehuR^a_^}35; zg;!p(Yip_E;7XqZ@=Cu~v_t9Gn=0P6K07Slo;tKScw2E1N3bQ6FpXgMc<6FSVZeb?b@+kW~Z^}yq0kE*Xzm+d(fg>s+Nm={F85xe-#^yR4p z=%$?S>i5k8r9%pxW$x6uoSp3QU!yzP6c^QeT84)oT0jXkHJrts6Um<4UvjF8B*d%D zBMt<1mbp-Ucw6fYZ8V#P7jY@o z_%@3c=bw*|uc=xeetysY>Z5HtemnE?AGtSDQ@>>xIbFa0Syg<$?9`K9Rdwh|OjM#Y z(mEr_1;gX_<1A&GeJ_tCyTa19u=0yG$dxMvpVnFw;+YH0;(gtD7R@sTIy#mir+wm* zuRKU~pX_dz>9a2=G@T~lXNek60>A2;_YH;Z`BtiZev2(Ic!xGxEpPY!W8Ej6UM$!t6* z6))b>?N7aRSB)!p#w|@CQ}0V+C0#*WBWUa0HJf)hXIbUMg%f>4e9y=lH=FK?Rr>jT z0k-PeJbsc}RVaXt4JM#J`4G*>L(1wotwWHuXImb!Gyj7mf4XSJ>(_@wm1|I%*I_Qb zva3(G-0w^z`*ygx?~Pt!dowmO+A@oCD1b4$b{r+~3xj(&m%cn5l2u{Rv(#~^z>|Y5 zV_JW{sLydf`#)}|*XJ+!wia(F7ocJJJ{23|az(Q_MPDH3DwJA+(Uh02z&|Eazh!sW z^XE!qO9J18KKTurL7W1E9ni}rE!AG9+5h(vyFa!|tYlQhmtNX#@KkWSKlLelB1dQZ z?BHHrp{^^7u0_B9ZBgpG?s^>;-bF+_h0KKWLQR@Ai2u0U)C1f3-@>Jn4P=c?g5A8~ zB&!3>XaByubq&GjQC()9>grUNavtqENc0gu=sk5q#KZv=xA*T;eujO=Ne`3iPC*r& z*rX1_WXU7l>FUG(m?LE5wJ5=}_$Es3pxbq=yZ5+WC7C>}3OvpEzpwiLxSuk49!Ey1 zM_me~<@0~{F(XjYak9p8Ka6&7xu<^gt{Y=+`c}OeizZbIZsv8OhDAovzj^8Y{fhrF zPTL-H9~HcKAf^NJMutE0Q#qAu^%Zx;MWypUk0`9IIOiR^&k9vuoX@I^PEY9dJ<&*! 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