From 1e24f668daf548dd04b983c056c6ad803cc0f959 Mon Sep 17 00:00:00 2001 From: Perside Foster Date: Mon, 13 Jan 2025 11:46:18 -0500 Subject: [PATCH] LWMS ID:11114 - Fixed the following labs (#745) * LWMS ID:11114 - Fixed the following labs 1. Lab1 - Create HeatWave DV Connection 2. Lab4 - Added ml_dev user for AutoML processing and updated sys.ML_TRAIN call 3. Lab5 - Changed connection user to ml_dev and fixed source code * LWMS ID:11114 - @carmenberdant1 requested changes on Lab 5 task 3, step 6 the image is not showing correctly. LWMS ID:11114 - @carmenberdant1 requested changes on Lab 5 task 3, step 6 the image is not showing correctly. * LWMS ID:11114 - Added comments to Lab 4 Task 1. LWMS ID:11114 - Added comments to Lab 4 Task 1. --- .../add-heatwave-cluster.md | 2 +- .../connect-dbs/connect-dbs.md | 2 +- .../images/mysql-endpoint-private-ip.png | Bin 16231 -> 17974 bytes .../navigation-compute-with-instance.png | Bin 476672 -> 476214 bytes .../create-dbs/create-dbs.md | 2 +- heatwave-machine-learning/develop/develop.md | 10 +-- .../develop/images/apache-test-page.png | Bin 73036 -> 72155 bytes .../develop/images/iris-web-php-config-ok.png | Bin 10522 -> 8685 bytes .../develop/images/iris-web-php-config.png | Bin 30336 -> 53904 bytes .../develop/images/iris-web-php-result.png | Bin 449723 -> 120337 bytes .../develop/images/iris-web-php.png | Bin 272244 -> 158944 bytes .../develop/images/php-info.png | Bin 73581 -> 72854 bytes .../do-heatwave-ml/do-heatwave-ml.md | 50 ++++++++++---- .../images/heatwave-load-shell.png | Bin 46826 -> 40436 bytes .../images/iris-ml-build-out.png | Bin 24385 -> 24161 bytes .../images/iris-ml-data-execute.png | Bin 153864 -> 150733 bytes .../images/iris-ml-explain-out.png | Bin 23818 -> 27301 bytes .../images/iris-ml-explain-table.png | Bin 54029 -> 63355 bytes .../images/iris-ml-predict-out-pretty.png | Bin 33368 -> 38945 bytes .../images/iris-ml-predict-out.png | Bin 16597 -> 19111 bytes .../images/iris-ml-predict-table.png | Bin 19946 -> 22904 bytes .../images/iris-ml-score-model-out.png | Bin 12604 -> 12508 bytes .../do-heatwave-ml/images/show-ml-data.png | Bin 14503 -> 14544 bytes .../introduction/introduction.md | 2 +- .../images/compute-instance-stop.png | Bin 276907 -> 275526 bytes .../images/navigation-compute-instance.png | Bin 347838 -> 347523 bytes .../stop-services/stop-services.md | 2 +- .../workshops/ocw23-freetier/index.html | 61 ------------------ .../workshops/ocw23-freetier/manifest.json | 59 ----------------- 29 files changed, 49 insertions(+), 141 deletions(-) delete mode 100644 heatwave-machine-learning/workshops/ocw23-freetier/index.html delete mode 100644 heatwave-machine-learning/workshops/ocw23-freetier/manifest.json diff --git a/heatwave-machine-learning/add-heatwave-cluster/add-heatwave-cluster.md b/heatwave-machine-learning/add-heatwave-cluster/add-heatwave-cluster.md index 4206d4140..e9734c2a3 100644 --- a/heatwave-machine-learning/add-heatwave-cluster/add-heatwave-cluster.md +++ b/heatwave-machine-learning/add-heatwave-cluster/add-heatwave-cluster.md @@ -53,4 +53,4 @@ You may now **proceed to the next lab** - **Author** - Perside Foster, MySQL Solution Engineering - **Contributors** - Mandy Pang, MySQL Principal Product Manager, Priscila Galvao, MySQL Solution Engineering, Nick Mader, MySQL Global Channel Enablement & Strategy Manager -- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering, July 2023 +- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering, January 2025 diff --git a/heatwave-machine-learning/connect-dbs/connect-dbs.md b/heatwave-machine-learning/connect-dbs/connect-dbs.md index 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In this lab we use the administrative account previously created, but if you want to use a dedicated MySQL user, please remember to grant the following privileges to use HeatWave AutoML + a. Create the ml\_dev user used to create the schema for the machine learning datasets + + ```bash + CREATE USER 'ml_dev'@'%' IDENTIFIED BY 'Welcome#123'; + ``` + + b. Grant ml\_dev the required privileges on the ml_data schema that contains the machine learning datasets + + ```bash + GRANT CREATE, ALTER, DROP, INSERT, UPDATE, DELETE, SELECT ON ml_data.* TO 'ml_dev'@'%'; + ``` + + c. Grant ml\_dev the required privileges on the ML_SCHEMA_ml_dev schema that contains the machine learning development objects + + ```bash + GRANT CREATE, ALTER, DROP, INSERT, UPDATE, DELETE, SELECT ON ML_SCHEMA_ml_dev.* TO 'ml_dev'@'%'; + ``` - a. SELECT and ALTER privileges on the schema that contains the machine learning datasets + d. Grant ml\_dev SELECT and EXECUTE privileges on the MySQL sys schema where HeatWave AutoML routines reside; ```bash - GRANT SELECT, ALTER ON schema_name.* TO 'user_name'@'%'; + GRANT SELECT, EXECUTE ON sys.* TO 'ml_dev'@'%'; ``` - b. SELECT and EXECUTE on the MySQL sys schema where HeatWave AutoML routines reside; for example: + e. Exit mysqlsh for admin user ```bash - GRANT SELECT, EXECUTE ON sys.* TO 'user_name'@'%'; + \q ``` ## Task 2: load training and test data -1. To Create the Machine Learning schema and tables on the MySQL HeatWave DB System perform download the sample database with this command: +1. On the command line, connect to the MySQL **ml\_dev** user using the MySQL Shell client tool with the following command: + + ```bash + mysqlsh -uml_dev -p -h 10.... -P3306 --sql + ``` + +2. To Create the Machine Learning schema and tables on the MySQL HeatWave DB System perform download the sample database with this command: a. Click on this link to **Download file [iris-ml-data.txt](files/iris-ml-data.txt)** to your local machine b. Open iris-ml-data.txt from your local machine with notepad @@ -72,9 +98,9 @@ In this lab, you will be guided through the following task: ![MDS iris data execute](./images/iris-ml-data-execute.png "iris-ml-data-execute ") -2. View the content of your machine Learning schema (ml_data) +3. View the content of your machine Learning schema (ml_data) - a. Connected to the new database ml_data + a. Connected to the new database ml_data ```bash use ml_data; @@ -93,13 +119,13 @@ In this lab, you will be guided through the following task: 1. Train the model using ML_TRAIN. Since this is a classification dataset, the classification task is specified to create a classification model: ```bash - CALL sys.ML_TRAIN('ml_data.iris_train', 'class',JSON_OBJECT('task', 'classification'), @iris_model); + CALL sys.ML_TRAIN('ml_data.iris_train', 'class', NULL, @iris_model); ``` 2. When the training operation finishes, the model handle is assigned to the @iris_model session variable, and the model is stored in your model catalog. You can view the entry in your model catalog using the following query: ```bash - SELECT model_id, model_handle, train_table_name FROM ML_SCHEMA_admin.MODEL_CATALOG; + SELECT model_id, model_handle, train_table_name FROM ML_SCHEMA_ml_dev.MODEL_CATALOG; ``` 3. 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b/heatwave-machine-learning/stop-services/stop-services.md index 72ad9dc72..dccb6d8c3 100644 --- a/heatwave-machine-learning/stop-services/stop-services.md +++ b/heatwave-machine-learning/stop-services/stop-services.md @@ -64,4 +64,4 @@ In this lab, you will be guided through the following task: - **Author** - Perside Foster, MySQL Principal Solution Engineering - **Contributors** - Mandy Pang, MySQL Principal Product Manager, Nick Mader, MySQL Global Channel Enablement & Strategy Manager -- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering, July 2023 \ No newline at end of file +- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering, January 2025 \ No newline at end of file diff --git a/heatwave-machine-learning/workshops/ocw23-freetier/index.html b/heatwave-machine-learning/workshops/ocw23-freetier/index.html deleted file mode 100644 index 840eaec39..000000000 --- a/heatwave-machine-learning/workshops/ocw23-freetier/index.html +++ /dev/null @@ -1,61 +0,0 @@ - - - - - - - - - Oracle LiveLabs - - - - - - - - - - - - -
    -
    -
    -
    -
    -
    -
    -
    - - - - diff --git a/heatwave-machine-learning/workshops/ocw23-freetier/manifest.json b/heatwave-machine-learning/workshops/ocw23-freetier/manifest.json deleted file mode 100644 index 79aafb234..000000000 --- a/heatwave-machine-learning/workshops/ocw23-freetier/manifest.json +++ /dev/null @@ -1,59 +0,0 @@ -{ - "workshoptitle": "Automate ML Apps with MySQL HeatWave", - "help": "livelabs-help-oci_us@oracle.com", - "tutorials": [ - { - "title": "Introduction", - "description": "The Introduction is always second. The title and contents menu title match for the Introduction.", - "filename": "../../introduction/introduction.md" - }, - - { - "title": "Get Started", - "description": "Prerequisites for LiveLabs (Oracle-owned tenancies). The title of the lab and the Contents Menu title (the title above) match for Prerequisite lab. This lab is always first.", - "filename": "https://oracle-livelabs.github.io/common/labs/cloud-login/cloud-login.md" - }, - - - { - "title": "Lab 1: Create MySQL Database System and HeatWave Cluster", - "filename": "../../create-dbs/create-dbs.md" - }, - - { - "title": "Lab 2: Add HeatWave cluster", - "filename": "../../add-heatwave-cluster/add-heatwave-cluster.md" - }, - - { - "title": "Lab 3: Connect to MySQL DB System", - "filename": "../../connect-dbs/connect-dbs.md" - }, - - - { - "title": "Lab 4: Build HeatWave AutoML with SQL", - "filename": "../../do-heatwave-ml/do-heatwave-ml.md" - }, - - { - "title": "Lab 5: (BONUS) Build HeatWave AutoML Web App with PHP", - "filename": "../../develop/develop.md" - }, - - { - "title": "Lab6: Stop OCI Services", - "filename": "../../stop-services/stop-services.md" - }, - - { - "title": "Need Help?", - "description": "Solutions to Common Problems and Directions for Receiving Live Help", - "filename":"https://oracle-livelabs.github.io/common//labs/need-help/need-help-freetier.md" - }, - - { "title": "Oracle CloudWorld 2023 - Support", - "filename": "https://oracle-livelabs.github.io/common/support/ocwsupportlab/ocwsupportlab.md" - } - ] -}

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a/heatwave-machine-learning/develop/develop.md b/heatwave-machine-learning/develop/develop.md index cb1b0294f..f72cd4c8d 100644 --- a/heatwave-machine-learning/develop/develop.md +++ b/heatwave-machine-learning/develop/develop.md @@ -138,14 +138,16 @@ In this lab, you will be guided through the following tasks: ``` ```bash - sudo wget https://objectstorage.us-ashburn-1.oraclecloud.com/p/EQTHbWQcztdMROAhjbJBgPdyK8gqU-khhM871SJCxsmsMHqJlGvGrJ6z5uSQlxot/n/mysqlpm/b/mysql_iris_ml_app/o/iris_app.zip + sudo wget https://objectstorage.us-ashburn-1.oraclecloud.com/p/9WLLKC8BD0tfBdIJ98_x7dXLN9Kvow9ZPtBD35KVwzdqoIQshX1WBBMBB7AqIGMT/n/mysqlpm/b/mysql_iris_ml_app/o/iris_app.zip ``` ```bash sudo unzip iris_app.zip ``` -3. Configure the application to connect to MySQL HeatWave.
    + **Note** This application uses the "ml_dev" database username that you should have used to create the Machine Learning Model. + +3. Configure the application to connect to MySQL HeatWave. Replace the database IP in config.php file with your heatwave database IP and save the file. ```bash @@ -166,7 +168,7 @@ In this lab, you will be guided through the following tasks: ![Iris App Execution](./images/iris-web-php.png "iris-app-php run") -6. Insert test values in the text boxes (you can use the examples in the page) and press '**Submit**' button to see the prediction: +6. Insert test values in the text boxes (you can use the examples in the page) and press '**Submit**' button. Page down to see the prediction, explanation, and score: ![Test Iris App](./images/iris-web-php-result.png "iris-app-php test ") @@ -175,4 +177,4 @@ In this lab, you will be guided through the following tasks: - **Author** - Perside Foster, MySQL Solution Engineering, Harsh Nayak, MySQL Solution Engineering - **Contributors** - Mandy Pang, MySQL Principal Product Manager, Priscila Galvao, MySQL Solution Engineering, Nick Mader, MySQL Global Channel Enablement & Strategy Manager, Marco Carlessi, MySQL Solution Engineering -- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering, Jul 2023 \ No newline at end of file +- **Last Updated By/Date** - Perside Foster, MySQL Solution Engineering,January 2025 \ No newline at end of file diff --git a/heatwave-machine-learning/develop/images/apache-test-page.png b/heatwave-machine-learning/develop/images/apache-test-page.png index a170d30b261cbc244346a49d16cba600f58c0413..d4af42f38849b52abc1c6df4c025b5c1d33bd1e2 100644 GIT binary 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