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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Creating and Training a Model ### Answer:
Use a Language project to contain a model that describes the labelled data. Console CLI API Open the navigation menu and click Analytics & AI. Under AI Services, click Language. In the left-side navigation menu, click Projects. Select the compartment that contains the project that you want to use, or select the compartment that you want to create a project in. Perform one of the following actions: To use an existing project, click its name. To create a new project, click Create Project. On the project's details page, click Create custom models. Choose the model type: Text classification: Select the classification model type. Single label is the default. Named entity recognition For Training data, select one of the followingoptions and provide the additional information: Object Storage First, ensure that the dataset is allowed and is uploaded in a bucket in Object Storage. Then, select the following values: Select the bucket that the dataset is in. Select a training data file for the model to use. Data Labeling From the list, select a dataset for the model to use. (Optional) Click Change Compartment to select a different compartment for the bucket or dataset. (Optional) Click here to create a new dataset with the Data Labeling service. Enter the specifics for the dataset. Create the dataset. Return to the Language service. For guidance on how to create and label datasets for Data Labeling, see text labeling, document labeling, and creating datasets for Data Labeling. (Optional) To set the validation and test data, click Show advanced options, then select the validation and test datasets to use. Change the compartment if the dataset resides in a different one. If you select a validation dataset, you must have a corresponding test dataset. Click Next. Select a compartment to host the custom model. We recommend that you save it in the same compartment as the project. (Optional) Enter a unique name (255 character limit) for the resource. If you don't provide a name, one is automatically generated. For example, ailanguage<resource>20230825155844. (Optional) Enter a description (400 character limit) for the resource. Click Next. Review the selections. (Optional) Click Edit to change the choices by returning to the Select data or Model detail step, and then complete the steps again. Click Create and train. This step might take as long as 30 minutes depending on the dataset. The model metrics are populated after the model is active. For more information click here https://docs.oracle.com/en-us/iaas/language/using/create-train-model.htm#create-training-model
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Pod Networking ### Answer:
CNI plugin. For more information click here https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengpodnetworking.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Overview of the Email Delivery Service ### Answer:
Email Delivery Service Components Regions and Availability Domains Ways to Access Oracle Cloud Infrastructure Authentication and Authorization SMTP Authentication and Connection Endpoints Monitoring Resources Email Delivery Service Capabilities and Limits Required IAM Service Policy Dedicated IP Addresses Tagging Resources Integration with Oracle Cloud Infrastructure Services For more information click here https://docs.oracle.com/en-us/iaas/Content/Email/Concepts/overview.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Deleting a Data Asset ### Answer:
Delete a data asset using the Console, CLI, or API. When you delete a data asset, all the harvested data entities or attributes in the data asset are deleted. All the jobs and schedules associated with the data assets are also deleted. Console CLI API On the Data assets page, click the data asset that you want to delete. On the details page of the data asset, click Delete. To confirm the data asset deletion, in the Delete Data Asset dialog box, type Delete and then click Delete. For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/delete-data-asset.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Working with Site-to-Site VPN ### Answer:
Migrating to Policy-Based VPN Viewing Tunnel Status and Configuration Using the CPE Configuration Helper Changing the Static Routes Changing the CPE IKE Identifier That Oracle Uses Using IKEv2 Changing the Shared Secret That an IPSec Tunnel Uses Changing from Static Routing to BGP Dynamic Routing Monitoring Your Site-to-Site VPN Viewing Your Site-to-Site VPN Log Messages Disabling or Terminating Site-to-Site VPN Managing Tags for an IPSec Connection or CPE Object Moving an IPSec Connection or CPE Object to a Different Compartment Managing Your DRG For more information click here https://docs.oracle.com/en-us/iaas/Content/Network/Tasks/workingwithIPsec.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Rules for Events ### Answer:
Prerequisites for Creating Rules Working with Rules Managing Tags for Rules Tags and Event Filtering Move Rules to a Different Compartment Monitoring Rules Object Events and the Events Service For more information click here https://docs.oracle.com/en-us/iaas/Content/Events/Task/managingrules.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Console Dashboards ### Answer:
Required IAM Policies To share dashboards For more information click here https://docs.oracle.com/en-us/iaas/Content/Dashboards/Tasks/dashboards.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Connections for Data Assets ### Answer:
After you register a data source as a data asset in your data catalog, you should create a connection to your data asset to be able to harvest it. You can create multiple connections to your data source. To harvest a data asset, at least one connection is required. Depending on the data source types, you can use secrets in Oracle Cloud Infrastructure Vault to store the password that you need to connect to the source using a connection. By using OCI Vault, you provide the OCID of the secret when specifying the connection details, so you don't have to enter the actual password when you create the data asset. A vault is a container for keys and secrets. Secrets store credentials such as required passwords for connecting to data sources. You use an encryption key in a vault to encrypt and import secret contents to the vault. Secret contents are based64-encoded. Data Catalog uses the same key to retrieve and decrypt secrets while connecting a data asset to the data source. For more information about vault, key, and secret, see Overview of Vault. For information about copying the secret OCID and the required IAM policies, see View Secret Details and Required IAM Policies for using OCI Vault. To set up and manage the connections for your data assets, see: Adding Connections Changing the Default Connection Testing a Connection Deleting a Connection For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/adding-connections-common.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Using Cloud Shell ### Answer:
Getting Started with Cloud Shell Transferring Files Customizing the Cloud Shell OCI CLI Configuration Managing Cloud Shell Regions Resetting Your Cloud Shell Environment Backing Up and Restoring Your Cloud Shell Home Directory using Object Storage Working with Python Versions Working with kubectl Versions Managing Language Runtimes Getting the Public IP Address for a Cloud Shell Session For more information click here https://docs.oracle.com/en-us/iaas/Content/API/Concepts/devcloudshellgettingstarted.htm#Using_Cloud_Shell For more information click here https://docs.oracle.com/en-us/iaas/Content/API/Concepts/cloudshellgettingstarted.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Setting Up Contextual Notifications for an Instance ### Answer:
Before You Begin Steps For more information click here https://docs.oracle.com/en-us/iaas/Content/Notification/Tasks/contextual-notifications-compute.htm#top For more information click here https://docs.oracle.com/en-us/iaas/Content/Notification/Tasks/create-contextual-notification.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/contextual-notifications-compute.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Remote Agent Appliances ### Answer:
Prerequisites Required IAM Policies Required Network Connectivity in the External Environment Required vSphere Privileges For more information click here https://docs.oracle.com/en-us/iaas/Content/cloud-migration/cloud-migration-remote-agent-appliance.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: System Status ### Answer:
Service Highlights Status Dashboard Service Events Programmatically Accessible Status Reports For more information click here https://docs.oracle.com/en-us/iaas/Content/General/Concepts/status-service.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Connecting to a DB System ### Answer:
Compute Instance VPN Connection Bastion Session Network Load Balancer For more information click here https://docs.oracle.com/en-us/iaas/mysql-database/doc/connecting-db-system1.html For more information click here https://docs.oracle.com/en-us/iaas/mysql-database/doc/connecting-db-system1.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Service Essentials ### Answer:
The following topics provide essential information that applies across Oracle Cloud Infrastructure. Security Credentials The types of credentials you'll use when working with Oracle Cloud Infrastructure. Regions and Availability Domains An introduction to the concepts of regions and availability domains. IP Address Ranges Provides information about public IP address ranges for services that are deployed in Oracle Cloud Infrastructure. Resource Identifiers A description of the different ways your Oracle Cloud Infrastructure resources are identified. Resource Monitoring Information about how to monitor your resources. Resource Tags Information about Oracle Cloud Infrastructure tags and how to apply them to your resources. Overview of Compartment Quotas Information about how to control resource consumption within compartments using quotas. Tenancy Explorer View all resources in a selected compartment, across regions. Service Limits A list of the default limits applied to your cloud resources and how to request an increase. Console Announcements Information about the announcements that occasionally appear in the Oracle Cloud Infrastructure Console Prerequisites for Oracle Platform Services on Oracle Cloud Infrastructure Instructions for setting up the resources required when running an Oracle Platform Service on Oracle Cloud Infrastructure. My Services Use Cases Use cases for the Oracle Cloud My Services API, to help you interact programmatically with My Services. Cloud Shell A free-to-use browser-based terminal accessible from the Oracle Cloud Console that provides access to a Linux shell with pre-authenticated Oracle Cloud Infrastructure CLI and other useful tools. For more information click here https://docs.oracle.com/en-us/iaas/Content/serviceessentials.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Ansible Collection ### Answer:
Notifications Questions or Feedback For more information click here https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/ansible.htm#Ansible_Modules_Collection
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Artifact Registry IAM Policies ### Answer:
Create Identity and Access Management (IAM) policies to control who has access to Artifact Registry resources and to control the type of access for each group of users. By default, only users in the Administrators group have access to all Artifact Registry resources. If you are new to IAM policies, see Getting Started with Policies. For a complete list of all policies in Oracle Cloud Infrastructure, see the Policy Reference. Resource-Types in Artifact Registry Supported Variables in Artifact Registry Details for Verb + Resource-Type Combinations in Artifact Registry Permissions Required for Each API Operation in Artifact Registry Policy Examples for Artifact Registry For more information click here https://docs.oracle.com/en-us/iaas/Content/artifacts/iam-policies.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Cleaning Up Resources from the Tutorial ### Answer:
Detach and Delete the Block Volume Terminate the Instance Delete the Virtual Cloud Network For more information click here https://docs.oracle.com/en-us/iaas/Content/GSG/Tasks/terminating_resources.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Using Big Data Studio ### Answer:
Prerequisites Big Studio Default Credentials Accessing Big Data Studio Additional Steps for Clusters with an Oracle-Managed Service Gateway and NAT Gateway Setting Preferences Overview of the User Interface For more information click here https://docs.oracle.com/en-us/iaas/Content/bigdata/notebooks-datastudio.htm#notebooks-access-studio
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Getting a Mount Target's Details ### Answer:
Get details about a File Storage mount target. For more information, see Details About Your Mount Target. Console CLI API Open the navigation menu and click Storage. Under File Storage, click Mount Targets. In the List scope section, under Compartment, select a compartment. Click the name of the mount target that you're interested in to view the mount target's details page. For more information click here https://docs.oracle.com/en-us/iaas/Content/File/Tasks/get-mount-target-details.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Queue ### Answer:
For more information click here https://docs.oracle.com/en-us/iaas/Content/queue/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Glossary ### Answer:
A B C D E F G H I K L M N O P Q R S T U V W Z For more information click here https://docs.oracle.com/en-us/iaas/Content/libraries/glossary/glossary-intro.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Oracle Support Rewards Overview ### Answer:
Required IAM Policy For more information click here https://docs.oracle.com/en-us/iaas/Content/Billing/Concepts/supportrewardsoverview.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Logging ### Answer:
/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Before You Begin With Data Flow SQL Endpoints ### Answer:
Understanding SQL Endpoints What are Data Flow SQL Endpoints For more information click here https://docs.oracle.com/en-us/iaas/data-flow/using/sql-endpoints-before-begin.htm#what-ares-data-flow-sql-endpoints
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Installing a Remote Agent Appliance for VMware vCenter ### Answer:
Details for Deploying an OVA or OVF Template For more information click here https://docs.oracle.com/en-us/iaas/Content/cloud-migration/cloud-migration-install-remote-agent-appliance.htm#cloud-migration-install-remote-agent-appliance
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Connecting to Services on a Cluster Using Load Balancer ### Answer:
The Oracle Cloud Infrastructure Load Balancing service provides automated traffic distribution from one entry point to multiple backend servers. You can use a load balancer with Big Data Service to provide the entry point for accessing services like Apache Ambari, Cloudera Manager, Hue, and Big Data Studio (the Big Data Service notebook application). You can use it for both the Cloudera Distribution including Hadoop (CDH) and Oracle Distribution including Apache Hadoop (ODH) Big Data Service clusters. About Load Balancers Overview Prerequisites STEP 1 (Ambari): Obtain SSL Certificates for Apache Ambari STEP 1 (Cloudera): Obtain SSL Certificates for Cloudera Manager STEP 2: Create the Load Balancer STEP 3: Create Certificate Bundles STEP 4: Configure the Backend Set for Apache Ambari or Cloudera Manager STEP 5: Create a Backend Set for Hue STEP 6: Create a Backend Set for Big Data Service STEP 7: Add a Backend Server for Apache Ambari or Cloudera Manager STEP 8: Add a Backend Server for Hue STEP 9: Add a Backend Server for Big Data Service STEP 10: Configure the Listener for Apache Ambari or Cloudera Manager STEP 11: Create a Listener for Hue STEP 12: Create a Listener for Big Data Service STEP 13: Access the Cluster Expand All Expandable Areas For more information click here https://docs.oracle.com/en-us/iaas/Content/bigdata/get-started-cluster-load-balancer.htm#cluster-load-balancer
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Overview of Audit ### Answer:
Version 2 Audit Log Schema Ways to Access Oracle Cloud Infrastructure Authentication and Authorization For more information click here https://docs.oracle.com/en-us/iaas/Content/Audit/Concepts/auditoverview.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: FastConnect Security ### Answer:
IPSec over FastConnect MACsec Encryption For more information click here https://docs.oracle.com/en-us/iaas/Content/Network/Concepts/fastconnectsecurity.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Updating API Gateways and API Deployments ### Answer:
Find out how to modify API gateways and API deployments that you previously created with the API Gateway service. Having created an API gateway, and deployed an API on the API gateway by creating an API deployment, you might decide to change either or both. For example, to change the API gateway's name or the tags applied to it, or to change an API deployment specification to add additional back ends to the API deployment. Note that there are some properties of API gateways and API deployments for which you cannot change the original values. You can update API gateways and API deployments using the Console, the CLI, and the API. You can update an API deployment specification by: using dialogs in the Console editing a JSON file Console CLI API To update an existing API gateway or an API deployment using the Console: In the Console, open the navigation menu and click Developer Services. Under API Management, click Gateways. Choose a Compartment you have permission to work in. On the Gateways page, click the name of the API gateway that you want to update (or that contains the API deployment you want to update) to show the Gateway Details page. To update an API gateway: Click Edit to: Change the API gateway's name. Avoid entering confidential information. Enable or disable the use of network security groups (NSGs) to control access to and from the API gateway, using security rules defined for the NSGs that you specify (up to a maximum of five network security groups). You can use security rules defined for NSGs instead of, or as well as, those defined for security lists. NSGs can belong to the same compartment as the API gateway, but do not have to. See Network Security Groups. Change the TLS certificate and domain name used by the API gateway. Note that API Gateway certificate resources and Certificates service certificate resources are only shown if available in the selected compartment. See Setting Up Custom Domains and TLS Certificates. Change response cache configuration settings. See Caching Responses to Improve Performance. Change the Certificate Authorities (CAs) and CA bundles included in the API gateway's trust store as custom CAs and custom CA bundles (in addition to the default CA bundle). See Customizing Trust Stores for TLS Certificate Verification. Click Move Resource to move the API gateway to a different compartment. Click Add Tag(s) and View Tag(s) to change and view the tags applied to the API gateway. To update an API deployment, on the Gateway Details page, select Deployments from the Resources list and click the Actions icon (three dots) beside the API deployment you want to update: Click Edit to change the API deployment's name, or to replace the original API deployment specification. You can change the original API deployment specification by selecting one of two options: From Scratch: Select to change API deployment specification properties using dialogs in the Console. Upload an existing API: Select to change API deployment specification properties by uploading a replacement JSON file. For more information about defining API deployment specifications, see Creating an API Deployment Specification. Avoid entering confidential information. Click Move Resource to move the API deployment to a different compartment. Click Add Tag(s) and View Tag(s) to change and view the tags applied to the API deployment. For more information click here https://docs.oracle.com/en-us/iaas/Content/APIGateway/Tasks/apigatewayupdating.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Integrated Services ### Answer:
Big Data Service is integrated with various services and features. For more information click here https://docs.oracle.com/en-us/iaas/Content/bigdata/integrated-services.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Manage Data Flow ### Answer:
Set Up to Manage Data Data Flow Events Data Flow Metrics For more information click here https://docs.oracle.com/en-us/iaas/data-flow/using/dfs_manage_data_with_data_flow.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Encrypting Kubernetes Secrets at Rest in Etcd ### Answer:
Setting Up Master Encryption Key Access Rotating the Master Encryption Key Master Encryption Keys in Other Tenancies For more information click here https://docs.oracle.com/en-us/iaas/Content/ContEng/Tasks/contengencryptingdata.htm#Encrypting_Kubernetes_Secrets_at_Rest_in_Etcd
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Creating a Data Asset ### Answer:
Add an Object Storage Data Asset Add an Autonomous Transaction Processing Data Asset Add an InfluxDB Database Data Asset For more information click here https://docs.oracle.com/en-us/iaas/Content/anomaly/using/data-asset-create.htm#da-create For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/create-data-asset.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Database Tools API Reference ### Answer:
Database Tools Connections Database Tools Endpoint Services Database Tools Private Endpoints Database Tools Work Requests For more information click here https://docs.oracle.com/en-us/iaas/database-tools/doc/api-reference.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Notebook Sessions ### Answer:
Notebook Session Metrics Alerting For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/tshoot-notebook.htm#notebook-sessions For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/manage-notebook-sessions.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: VMware Solution ### Answer:
SDKs and the CLI Cloud Shell Connect an SDDC Cluster Connect an SDDC to an on-premises network Connect an SDDC to Oracle Services Network Connect an SDDC to the internet Connect an SDDC to VCN resources Community Oracle Cloud Infrastructure blog Cloud infrastructure community forum For more information click here https://docs.oracle.com/en-us/iaas/Content/VMware/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Console Cookies and Local Storage ### Answer:
Oracle Cloud Infrastructure Console Login Page Cookies Oracle Cloud Infrastructure Console Login Page - Indexed DB Oracle Cloud Infrastructure Console Local Storage Oracle Cloud Infrastructure Console Session Storage Oracle Cloud Infrastructure Console Cookies Oracle Cloud Infrastructure Console Local Storage - Indexed DB Oracle Cloud Infrastructure Mobile App Cookies For more information click here https://docs.oracle.com/en-us/iaas/Content/General/Reference/cookies.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Block Volume Storage ### Answer:
Block Volume Overview Block Volume Performance Options Block Volume Scenarios Volume Backups and Clones For more information click here https://docs.oracle.com/en-us/iaas/compute-cloud-at-customer/topics/block/block-volume-storage.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Viewing and Setting Custom Property Values ### Answer:
View and modify the values for custom properties from the object detail tabs of the associated data catalog object types. Console CLI API Access the Data Entities tab by clicking Data Entities on the Home tab. In the Data Entity list, select the data entity you want to edit. The data entity details tab opens. Click the Edit link from the Custom Properties section. The Edit Custom Properties panel opens as an overlay. Make the required edits to the data entity custom properties. Click Save Changes. A notification displays indicating that the changes were saved successfully and the Edit Custom Properties panel closes. Similarly, you can view and edit custom properties for other data catalog object types. Editing data asset custom properties Editing attribute custom properties Editing glossary, category, or term custom properties For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/custom-properties-set-value.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Policies ### Answer:
Resource Types Supported Variables Details for Verbs + Resource Type Combinations Policy Examples For more information click here https://docs.oracle.com/en-us/iaas/Content/network-firewall/policies.htm For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/policies.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Stack Monitoring ### Answer:
Blog LiveLabs For more information click here https://docs.oracle.com/en-us/iaas/stack-monitoring/index.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Work Requests in Classic Migration Service ### Answer:
This topic describes work requests associated with managing sources and migrations. Note The Classic Migration Service does not use the common Work Requests API to support work request operations. Instead, Classic Migration Service work requests are supported by the application migration API. See Using the Console to View Work Requests for information on viewing work requests for other services. Many of the Classic Migration Service requests do not take effect immediately. In these cases, the request spawns an asynchronous workflow for fulfillment. To provide visibility for in-progress workflows, the Classic Migration Service creates a work request object. Because some operations depend on the completion of other operations, you must monitor each operation’s work request and confirm it has succeeded before proceeding to the next operation. For example, if you want to configure a migration, you first must create a migration. After the operation to create a migration completes, you can configure the migration. You can monitor the work request to create a migration to determine when that workflow is complete, and then configure the migration. For more information click here https://docs.oracle.com/en-us/iaas/application-migration/view_state_of_work_request.htm#view_state_of_work_request
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Developer Tools and Resources ### Answer:
This topic describes some of the available tools and resources that are covered in this section of the documentation. Oracle Cloud Infrastructure provides kits, tools, and plug-ins to facilitate the development of apps and simplify the management of infrastructure. Cloud Shell Cloud Shell is a free-to-use browser-based terminal accessible from the Oracle Cloud Console that provides access to a Linux shell with pre-authenticated Oracle Cloud Infrastructure CLI and other useful developer tools. You can use the shell to interact with OCI resources, follow labs and tutorials, and quickly run OCI CLI commands. Command Line Interface (CLI) The CLI is a small footprint tool that you can use on its own or with the Console to complete Oracle Cloud Infrastructure tasks. The CLI provides the same core functionality as the Console, plus additional commands. Some of these, such as the ability to run scripts, extend the Console's functionality. Code Editor provides a rich, in-console editing environment that enables you to edit code and update service workflows and scripts without having to switch between the Console and your local development environment. Software Development Kits and Command Line Interface Oracle Cloud Infrastructure provides Software Development Kits (SDKs) to enable the development of apps and custom solutions. The following SDKs are currently available: SDK for Java SDK for Python SDK for TypeScript and JavaScript SDK for .NET SDK for Go SDK for Ruby PL/SQL SDK DevOps Tools These tools can simplify provisioning and managing infrastructure or enable automated testing and continuous delivery. Tools include Terraform Provider used with Resource Manager. Other Tools These developer productivity tools include the HDFS Connector for Object Storage, the OCI Toolkit for Eclipse, and the Oracle Developer Tools for Visual Studio. API Reference and Appendices This general reference shows how to configure the SDKs and other developer tools to integrate with Oracle Cloud Infrastructure services. REST APIs This complete reference provides details on the Oracle Cloud Infrastructure REST APIs, including descriptions, syntax, endpoints, errors, and signatures. DevOps Tutorials These tutorials show you how to complete development related tasks with step-by-step instructions. Other Resources You can also stay up-to-date on the latest news on Oracle Cloud Infrastructure developer tools with these other resources and communities. Oracle GraalVM Enterprise is a JDK distribution designed to accelerate the execution of applications written in Java and other JVM languages while also providing a high-performance runtime for JavaScript, Ruby, Python, and a number of other popular languages. For more information, see Getting Started with GraalVM Enterprise on OCI. Oracle Cloud Infrastructure Blog Check out posts that are tagged with Developer Tools Oracle Cloud Infrastructure Forum See the latest discussion threads tagged with Developer Tools Stack Overflow Ask and answer questions tagged with oracle-cloud-infrastructure Twitter Follow Oracle Developers @oracledevs and Oracle Cloud Infrastructure @OracleIaaS on Twitter For more information click here https://docs.oracle.com/en-us/iaas/Content/devtoolshome.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Supporting Large Artifacts in the Model Catalog ### Answer:
The maximum size of a model artifact is 6 GB. The Console options for uploading models only supports model artifacts up to 100 MB in size. To upload large model artifacts, all the following examples use Python and the ADS. Large model artifacts are supported by copying an artifact from an Object Storage bucket to the service bucket of the model catalog. Preliminary Steps for Using ADS First, create some utility methods for the example to work: Copy import os import oci import random import warnings import numpy as np import ads from ads.catalog.model import ModelCatalog from ads.common.model_metadata import UseCaseType from ads.model.generic_model import GenericModel from numpy import array from numpy import ndarray from shutil import rmtree ads.set_auth("resource_principal") warnings.filterwarnings('ignore') # ads.set_auth("api_key") # ads.set_debug_mode(False) # auth = {"config": oci.config.from_file(os.path.join("~/.oci", "config"))} from sklearn.datasets import make_classification import pandas as pd import os class Size: MB_20 = 6000 MB_200 = 60000 MB_2000 = 600000 def generate_large_csv(size: Size = Size.MB_20, file_path: str = "./large_csv_file.csv"): X_big, y_big = make_classification(n_samples=size, n_features=200) df_big = pd.concat([pd.DataFrame(X_big), pd.DataFrame(y_big)], axis=0) df_big.to_csv(os.path.join(file_path)) Next, create a dummy model to use in this example and populate the model with a large-scale CSV file. This example uses a 20 MB file though files up to 6 GB work. Copy class Square: def predict(self, x): x_array = np.array(x) return np.ndarray.tolist(x_array * x_array) model = Square() artifact_dir = "./large_artifact/" generic_model = GenericModel( estimator=model, artifact_dir=artifact_dir ) generic_model.prepare( inference_conda_env="dataexpl_p37_cpu_v3", training_conda_env="dataexpl_p37_cpu_v3", use_case_type=UseCaseType.MULTINOMIAL_CLASSIFICATION, X_sample=X, y_sample=array(X) ** 2, force_overwrite=True ) generate_large_csv(Size.MB_20, file_path=os.path.join(artifact_dir, "large_csv_file.csv")) Saving a Large Model to the Model Catalog You must have an Object Storage bucket to support models larger than 2 GB. You can create a bucket in the Console or using the OCI API. Create an Object Storage bucket from the Console: Sign in to the Console. Open the navigation menu and click Storage. Under Object Storage & Archive Storage, click Buckets. Under List Scope, choose a Compartment. Click Create Bucket. Enter the following form information in the Create Bucket form. Bucket Name: Enter a-bucket-name. Default Storage Tier: Select Standard. Don't select the following options: Enable Auto-Tiering Enable Object Versioning Emit Object Events Uncommitted Multipart Uploads Cleanup Encryption: Select Encrypt using Oracle managed keys Click Create. The bucket is created. Construct the Bucket URI The bucket URI isn’t listed in the bucket details page in the Console so you must create the URI yourself. Create the bucket URI: Use the following template to create the bucket URI: oci://<bucket_name>@<namespace>/<objects_folder>/. Replace the bucket name with the one you created. For namespace, use a tenancy name (for example: my-tenancy). For object folder use my-object-folder. With the provided data, the bucket_uri would be: oci://my-bucket-name@my-tenancy/my-object-folder/. To upload large model artifacts, you must add two extra parameters to the GenericModel.save(...) method: bucket_uri: (str, optional) Defaults to None. The Object Storage URI where model artifact is temporarily copied to. The bucket_uri is only necessary for uploading large artifacts when the size is greater than 2 GB. However, you can also use the method with small artifacts as well. For example: oci://<bucket_name>@<namespace>/prefix/. remove_existing_artifact: (bool, optional) Defaults to True. The method decides whether artifacts uploaded to the Object Storage bucket should be removed. Take the model artifact and copy it from a notebook session to the bucket_uri. Next, copy the artifact from the bucket (bucket_uri) to the service bucket. If the artifact size greater than 2 GB and bucket_uri isn't provided, an error occurs. By default, the remove_existing_artifact attribute is set to True. The artifact is automatically removed from the bucket (bucket_uri) after a successful upload to the service bucket. If you don't want to remove artifact from the bucket, set: remove_existing_artifact = False. To summarize, the process is: Prepare model artifacts. Save base information about the model to the model catalog. Upload model artifacts to a Object Storage bucket (bucket_uri). Upload model artifacts from a bucket to the model catalog service bucket. Remove temporary artifacts from a bucket based on the remove_existing_artifact parameter: Copy large_model_id = generic_model.save( display_name='Generic Model With Large Artifact', bucket_uri=<provide bucket uri>, remove_existing_artifact=True ) Loading a Large Model to the Model Catalog To load models larger than 2 GB, add two extra parameters to the GenericModel.from_model_catalog(...) method: bucket_uri: (str, optional) Defaults to None. The Object Storage URI where model artifacts are temporarily copied to. The bucket_uri is only necessary for downloading large artifacts greater in size than 2 GB. The method works with the small artifacts as well. Example: oci://<bucket_name>@<namespace>/prefix/. remove_existing_artifact: (bool, optional) Defaults to `True`. The method decides whether artifacts uploaded to the Object Storage bucket should be removed. To summarize, the process is: Download the model artifacts from the model catalog service Object Storage bucket to a bucket. Download the model artifacts from the bucket to the notebook session. Remove the temporary artifacts from the bucket based on the remove_existing_artifact parameter. Load the base information about the model from the model catalog: Copy large_model = GenericModel.from_model_catalog( large_model_id, "model.pkl", "./downloaded_large_artifact/", bucket_uri=<provide bucket uri> , force_overwrite=True, remove_existing_artifact=True ) For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/model-large-artifacts.htm#model-download
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Troubleshooting ### Answer:
Work Request Errors Oracle Support For more information click here https://docs.oracle.com/en-us/iaas/operations-insights/doc/operations-insights-troubleshooting.html For more information click here https://docs.oracle.com/en-us/iaas/mysql-database/doc/troubleshooting.html For more information click here https://docs.oracle.com/en-us/iaas/analytics-for-applications/doc/troubleshooting-fawag.html For more information click here https://docs.oracle.com/en-us/iaas/jms/doc/troubleshooting.html For more information click here https://docs.oracle.com/en-us/iaas/disaster-recovery/doc/troubleshooting.html For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/troubleshooting.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/ContEng/Tasks/contengtroubleshooting.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/applications-manager/troubleshooting-apps.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/multicloud/odsa_troubleshooting.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Services that Produce Events ### Answer:
About Event Types and Example Reference Events Analytics Cloud API Gateway Application Migration Artifact Registry Autonomous Recovery Bastion Big Data Block Volume Blockchain Platform Budgets Cloud Guard Compute Container Engine for Kubernetes Container Registry Content Management Data Catalog Data Flow Data Integration Data Labeling Data Safe Data Science Data Transfer Database Database Migration Database Tools OCI Database with PostgreSQL Digital Assistant File Storage Full Stack Disaster Recovery Functions GoldenGate Health Checks IAM Integration Java Management MySQL Heatwave Networking Network Firewall NoSQL Database Cloud Notifications Subscriptions Event Types Topics Event Types Object Storage Buckets Event Types Objects Event Types Operations Insights Database Insight Event Types OS Management Resource Manager Secure Desktops Security Zones Speech Vulnerability Scanning WAF For more information click here https://docs.oracle.com/en-us/iaas/Content/Events/Reference/eventsproducers.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Discover Data Sources to Add Data Assets ### Answer:
As an administrator, use the Discover Data Sources button on the Home tab to let the system automatically discover the data sources available in your tenancy. You can then use these data sources to create data assets. After you create a data catalog, when you access the Home tab for the first time, you can view the following tiles: Data Assets Glossaries Learn The Data Assets tile has the following buttons: Create Data Asset - Lets you create a data asset to register the data source you want to harvest with Data Catalog. Discover Data Sources - Based on the filters that you apply, this button helps you to discover the available data sources. To discover the data sources and add data assets, follow these steps: In the Data Asset tile of the Home tab, click Discover Data Sources. The Discover Data Sources page appears. It displays the available data sources in the region and compartment where you created the data catalog instance. To get more specific results, on the Discover Data Sources page, do the following: From the Region list, select the region. In the Compartment field, select up to five compartments. Click Discover. The available data sources are displayed. You can filter data sources based on the type. In the Filters section, select the Type of data source. For example, Oracle Database. The available data source types are as follows: Autonomous Data Warehouse Autonomous Transaction processing Metastore MySQL Oracle Database - If you select this type, the Instance Shape field appears with the following options: Virtual Machine Bare Metal Exadata By default, All instance shapes are selected in this field. Oracle Object Store By default, All Data Sources are selected in the Type field. Similarly, you can search a data source by its name using the search field in the Available Data Sources section. Select the data source for which you want to add a data asset and click Create Data Asset. The Create Data Asset panel appears as an overlay with all the details already filled in. Click Create. The data asset is created and the Data Asset details page is displayed. You can now add a connection and then harvest the metadata. For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/auto-disc.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Listing Metric Stream Status in an Alarm ### Answer:
List the status of each metric stream in an alarm in Monitoring. A metric stream corresponds to a set of dimension key-value pairs. Note Ensure that the alarm is configured for split notifications (Split notifications per metric stream). Viewing states of metric streams is available only for alarms with this configuration. Monitoring stops tracking metric streams associated with RESET messages. For more information about message types, see Message Types. Messages are sent at the time the alarm transitions, either collectively for all metric streams or individually per metric stream. For more information about messages sent, see Message Types. For a scenario using individual messages per metric stream, see Scenario: Split Messages by Metric Stream. For alarm troubleshooting, see Troubleshooting Alarms. Console CLI API Open the navigation menu and click Observability & Management. Under Monitoring, click Alarm Definitions. Click the name of the alarm that you want. On the alarm details page, next to Metric streams, click View status. Metric streams is shown on details pages only for those alarms that are configured for split notifications (Split notifications per metric stream). Viewing states of metric streams is only available for alarms with this configuration. The Metric streams status dialog box is displayed, listing the current state (Firing or OK) for each metric stream that transitioned to another alarm state. For more information click here https://docs.oracle.com/en-us/iaas/Content/Monitoring/Tasks/list-alarm-status-metric-stream.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Transforming Incoming Requests and Outgoing Responses ### Answer:
Adding Header Transformation Request Policies Using the Console to Add Header Transformation Request Policies Editing a JSON File to Add Header Transformation Request Policies Adding Query Parameter Transformation Request Policies Using the Console to Add Query Parameter Transformation Request Policies Editing a JSON File to Add Query Parameter Transformation Request Policies Adding Header Transformation Response Policies Using the Console to Add Header Transformation Response Policies Editing a JSON File to Add Header Transformation Response Policies Examples Example 2: Transforming one header to a different header Example 3: Adding an authentication parameter obtained from a JWT as a request header For more information click here https://docs.oracle.com/en-us/iaas/Content/APIGateway/Tasks/apigatewaymodifyingresponsesrequests.htm#Transforming_Incoming_Requests_and_Outgoing_Responses_Not_available_in_the_Limited_Availability_Release
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Using Instance Configurations and Instance Pools ### Answer:
Instance Configurations Instance Pools Instance Pool Lifecycle States Distributing Instances Across Fault Domains for High Availability Limitations and Considerations Required IAM Policy Tagging Resources Propagation of Tagging on Resources For more information click here https://docs.oracle.com/en-us/iaas/Content/Compute/Concepts/instancemanagement.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Frequently Asked Questions ### Answer:
I'm not seeing Platform Services or Classic Services on my navigation menu. What happened? Where do I sign in to the Oracle Cloud Infrastructure Console? What steps do I need to take to use the unified Console URL? My team needs reports that were only available from My Services. How can I get back to the old dashboard? What is the tenancy home region? How do I find my tenancy home region? What are my Oracle Cloud Infrastructure account service limits (or resource quotas) and can I request more? Where do I find information about what APIs are available? What browsers can I use with the Console? How do I change my password? How do I reset my password if I forget it? How do I get support? Where do I find my Tenancy OCID? Expand All Expandable Areas For more information click here https://docs.oracle.com/en-us/iaas/Content/Marketplace/marketplace-faqs.htm For more information click here https://docs.oracle.com/en-us/iaas/analytics-for-applications/doc/frequently-asked-questions.html For more information click here https://docs.oracle.com/en-us/iaas/analytics-cloud/doc/frequently-asked-questions.html For more information click here https://docs.oracle.com/en-us/iaas/Content/GSG/Reference/faq.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Oracle Cloud Infrastructure Console Dashboards ### Answer:
The Console Dashboards service allows you to create custom dashboards in the Oracle Cloud Infrastructure Console to monitor resources, diagnostics, and key metrics for your tenancy. What's new Get Started Learn about Console Dashboards Enable Console Dashboards Securing Console Dashboards Community Oracle Cloud Infrastructure blog Cloud infrastructure community forum Using Console Dashboards Managing Console Dashboards Working with Console Dashboards Groups Configuring Widgets Support Get help and contact Support Post a question to the forum Create a support request Developer Tools API for Console Dashboards Command Line Reference for the Console Dashboards service For more information click here https://docs.oracle.com/en-us/iaas/Content/Dashboards/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Cloud Advisor Overview ### Answer:
Introduction Benefits Operation Authentication and Authorization Recommendation Categories Viewing Recommendations across an Organization More Information How Cloud Advisor Works Cloud Advisor Concepts Ways to Access Oracle Cloud Infrastructure OCI Resource Identifiers Cloud Advisor CLI and API Using Cloud Advisor For more information click here https://docs.oracle.com/en-us/iaas/Content/CloudAdvisor/Concepts/cloudadvisoroverview.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Getting Started with Data Flow ### Answer:
Learn about Oracle Cloud Infrastructure Data Flow Engineering, what it is, what you need to do before you begin using it, including setting up policies and storage, loading data, and how to import and bundle Spark applications. Before you Begin with Data Flow Set Up Data Flow Set Up Object Store Security Importing an Apache Spark Application to the Oracle Cloud Configuring a Private Network Adding Third-Party Libraries to Data Flow Applications For more information click here https://docs.oracle.com/en-us/iaas/data-flow/using/dfs_getting_started.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Troubleshooting Email Delivery ### Answer:
Common Errors Returned by Email Delivery Undelivered Emails Issues Connectivity Issues TLS Errors when Integrating with Postfix Inactive DKIM Key Service Limits Issues Data Privacy For more information click here https://docs.oracle.com/en-us/iaas/Content/Email/Concepts/troubleshooting.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: DB System ### Answer:
Storage MySQL Server Billing For more information click here https://docs.oracle.com/en-us/iaas/mysql-database/doc/db-system.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Transform data ### Answer:
Learn to design data transformations using OCI GoldenGate Data Transforms. Articles in this section: About Data Transforms Create Data Transforms resources Access the deployment Use Data Transforms For more information click here https://docs.oracle.com/en-us/iaas/goldengate/doc/transform-data.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: About Oracle Cloud Infrastructure Operations Insights ### Answer:
Capacity Planning Oracle SQL Warehouse Exadata Insights AWR Hub ADDM Spotlight in Operations Insights Enterprise Manager Warehouse SQL Explorer For more information click here https://docs.oracle.com/en-us/iaas/operations-insights/doc/operations-insights.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Health Checks ### Answer:
Required IAM Policy Available Protocols For more information click here https://docs.oracle.com/en-us/iaas/Content/HealthChecks/Tasks/managinghealthchecks.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Classic Migration Service Export CLI Tool ### Answer:
Downloading the Export Tool Exporting an Oracle Java Cloud Service Instance Exporting an Oracle SOA Cloud Service Instance Importing Information into the Target Application For more information click here https://docs.oracle.com/en-us/iaas/application-migration/export_CLI_tool.htm#untitled1
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Migration Jobs ### Answer:
Validating a Migration Checking the Interactive Validation Premigration Advisor Report Running a Migration Job Pausing and Resuming a Job Viewing Job Details Monitoring Job Status Preparing for Application Switchover Terminating a Job Deleting a Job Managing Tags for Jobs Using the Job API For more information click here https://docs.oracle.com/en-us/iaas/database-migration/doc/managing-migration-jobs.html
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Data Flow ### Answer:
Known Issues For more information click here https://docs.oracle.com/en-us/iaas/data-flow/using/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Data Flow Pools ### Answer:
Configuring Runs and Applications to Use Pools Limits For more information click here https://docs.oracle.com/en-us/iaas/data-flow/using/pools.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Order the Service and Provision an Instance ### Answer:
Digital Assistant Product Types Place an Order for Oracle Digital Assistant Activate a Digital Assistant Subscription Set Up Digital Assistant as an Individual Service Oracle Fusion Cloud Applications and Digital Assistant Migration from Gen 1 to Gen 2 Infrastructure For more information click here https://docs.oracle.com/en-us/iaas/digital-assistant/doc/order-service-and-provision-instance.html#GUID-EB06833C-7B1C-46F6-B63C-1F23375CEB7E
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Logs for Connector Hub ### Answer:
Service logs give you more visibility into the functioning of a connector and help you troubleshoot issues with a connector. You can get details on the data flow from a connector's source to its target and you can identify issues at any stage of the transfer. Each log record contains information about a connector run, indicating success or failure. Service logs are available in the Console. The Connector Hub service uses the Logging service to manage logging. By default, service logs are disabled. You can enable service logs when you create or update a connector. See Enabling a Service Log for a Connector. For information about connector log entries, see Details for Service Connector Hub. No additional policies are required to enable logs on a connector. You only need to have permission to configure the connector. Note Logs are an option in the Connector Hub service. Standard limits, restrictions, and rates apply when enabling the logging features. See Oracle Cloud Infrastructure Logging for more information. You can perform the following log management tasks with connectors: Enabling a Service Log for a Connector Getting a Service Log's Details for a Connector Disabling a Service Log for a Connector Deleting a Service Log for a Connector To rename a service log for a connector, see Editing a Log. For more information click here https://docs.oracle.com/en-us/iaas/Content/connector-hub/service-logging.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Synching Metastore Metadata ### Answer:
To extract the technical metadata of a metatsore data asset to your data catalog repository, you must enable the synching of the metadata. For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/sync-metastore-metadata.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Jobs ### Answer:
Editing a Scheduled Job Deleting a Scheduled Job Viewing Job Log and Error Messages Viewing Jobs Listing Jobs in a Compartment Listing Jobs Associated with a Group Listing Jobs Associated with an Instance Listing Jobs Associated with a Lifecycle Environment Listing Jobs Associated with a Management Station For more information click here https://docs.oracle.com/en-us/iaas/osmh/doc/jobs.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Tasks/jobs.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Application Dependency Management Metrics ### Answer:
Metrics enable you to monitor your cloud resources actively and passively. You can monitor the performance of your resources by using metrics. This topic describes the metrics emitted by the metric namespace oci_adm. Application Dependency Management (ADM) metrics help you track the following: The number of vulnerability audits that contain a vulnerable dependency. The maximum CVSS v2 score of vulnerable dependencies. The maximum CVSS v3 score of vulnerable dependencies. The resource monitored is Knowledge Base. Prerequisites To monitor resources, you must be given the required type of access in an IAM policy written by an administrator. Policies are required for using the Console, REST API, or SDK and CLI. The policy must give you access to the monitoring services and the resources being monitored. When you try to perform an action, you might get a message that you don’t have permission or are unauthorized. Confirm with your administrator the type of access that you have been granted and which compartment you must work in. For more information about user authorizations for monitoring, see the Authentication and Authorization section in Overview of Monitoring. The metrics listed on this page are automatically available for any Knowledge Bases that you create. You don't need to enable monitoring on the resource to get these metrics. Available Metrics The dimension included in Application Dependency Management metrics is knowledgeBaseId: Knowledge Base identifier. Metric Display Name Unit Description Dimensions MaxCvssV3Score CVSS v3 Score Count The maximum CVSS v3 score of vulnerable dependencies. knowledgeBaseId MaxCvssV2Score CVSS v2 Score Count The maximum CVSS v2 score of vulnerable dependencies. knowledgeBaseId IsVulnerable Audits with vulnerable dependencies 1 or 0 1: Vulnerability Audit has a vulnerability. 0: Vulnerability Audit does not have a vulnerability. The number of vulnerability audits that contain a vulnerable dependency. knowledgeBaseId Using the Oracle Cloud Console Here's how you view the metric charts: In the Console, open the navigation menu. Under Observability & Management, go to Monitoring and click Service Metrics. Select the compartment that contains the ADM resource whose performance you want to monitor. For Metric namespace, select oci_adm. The Service Metrics page dynamically updates the page to show charts for each metric that the selected metric namespace emits. Using the API To monitor the metrics, use the Monitoring API. For information about using the API and signing requests, see REST API documentation and Security Credentials. Console CLI API Here's how you view the metric charts: In the Console, open the navigation menu. Under Observability & Management, go to Monitoring and click Service Metrics. Select the compartment that contains the ADM resource whose performance you want to monitor. For Metric namespace, select oci_adm. The Service Metrics page dynamically updates the page to show charts for each metric that the selected metric namespace emits. For more information click here https://docs.oracle.com/en-us/iaas/Content/application-dependency-management/tasks/metrics.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: OCI Image Migrate Utilities ### Answer:
Migrating an Image with oci-image-migrate Migration Utilities Reference Additional Migration Information For more information click here https://docs.oracle.com/en-us/iaas/oracle-linux/migrate-utils/index.htm#index
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Resource Monitoring ### Answer:
For more information click here https://docs.oracle.com/en-us/iaas/Content/General/Concepts/resourcemonitoring.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Data Catalog Policies ### Answer:
Resource-Types Resource-Types for Dynamic Groups Supported Variables Details for Verbs + Resource-Type Combinations Permissions Required for Each API Operation For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/policies.htm#policies
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Samples, Playbooks, Architectures, Tutorials, and Blog Posts ### Answer:
Find out about other resources to which you can refer to learn more about using OCI Functions. Refer to other resources to learn more about using OCI Functions: Sample Functions Solution Playbooks Reference Architectures Developer Tutorials Blog Posts For more information click here https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsdownloadingsamples.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Maintenance, Monitoring, and Prevention ### Answer:
Security is an ongoing activity that requires maintenance, monitoring, and prevention. Threats move at machine speed, but traditional enterprise security can only analyze and react at human speed. Your organization must be prepared for a variety of threats. Among the main issues to consider are: Advanced persistent threats: Attackers target enterprise users with adaptive malware, ransomware, vulnerability exploits, and increasingly sophisticated email phishing campaigns. Porous perimeter: The ubiquity of the cloud and mobile devices means that employees access enterprise applications and data beyond the traditional perimeter. Unsanctioned IT: Users who are frustrated by IT's lack of flexibility and slow responsiveness, and bolstered by the simplicity of Software as a Service (SaaS) apps, create an unsanctioned IT culture. Machine learning and artificial intelligence are changing threat management for legacy security approaches in terms of cost, complexity, and resources. As part of your cloud transformation, ensure that your organization applies a new level of sophistication to cybersecurity threat prediction, prevention, detection, and response. Your security maintenance approach should include the following areas: Implement security monitoring and analytics. Services such as Data Safe can help you to actively monitor and alert for risks. Monitor and manage for configuration drift. Automate the installation of security updates and patches. Use cloud security posture management (CSPM) tools to automate security. Capabilities include: Threat detection and prevention. Intrusion detection systems and intrusion prevention systems. Next-generation machine learning models that process massive amounts of data and match discrete patterns and signatures to known threats. Machine learning tools that analyze user activity, define baselines for typical usage, identify suspicious behavior, and draw probabilistic conclusions about the validity of a threat. Use a security information and event management (SIEM) system to manage the security of your cloud resources. For more information click here https://docs.oracle.com/en-us/iaas/Content/cloud-adoption-framework/maintenance-monitoring-prevention.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Application Integrations ### Answer:
Manage application integration. This section contains information about ways of integrating external applications, non-Oracle applications, with IAM: Why Should You Integrate Your Applications?: Learn how to use application integration to reduce the time needed to develop new applications by offloading the business logic to secure them to IAM. Setting Up RADIUS Proxy: Use RADIUS Proxy to authenticate and authorize users or devices, and track the usage of services. Understanding App Gateway: Use App Gateway to integrate applications hosted either on a compute instance, in a cloud infrastructure, or in an on-premises server with IAM for authentication purposes. Installing and Configuring the Linux PAM: Use Linux PAM to integrate your Linux environment with IAM to perform end-user authentication with first and second factor authentication. Using the E-Business Suite Asserter with IAM: Use IAM E-Business Suite Asserter to integrate your Oracle E-Business Suite with IAM so that end users can authenticate in Oracle E-Business Suite environments and with Oracle E-Business Suite mobile applications using their IAM credentials. For more information click here https://docs.oracle.com/en-us/iaas/Content/Identity/appinteg/manage-appinteg.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Troubleshooting Notifications ### Answer:
Message Not Received Cause: Trigger not satisfied Cause: Resource didn't send message Cause: Incorrectly configured subscription Cause: Dropped message Cause: The subscription isn't active Cause: Unsupported resource used for SMS Cause: International SMS capabilities are missing Cause: Suppressed email address Cause: Monitoring permissions lacking for compartment Subscription Disappeared Function Not Invoked or Run Cause: Resource didn't send message Cause: Dropped message Cause: Function wasn't invoked Cause: Function wasn't run HTTPS (Custom URL) Subscription Confirmation Not Received For more information click here https://docs.oracle.com/en-us/iaas/Content/Notification/Tasks/troubleshootingnotifications.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Logging Analytics ### Answer:
Terraform provider GitHub: Kubernetes GitHub: One-click deployment GitHub: Fluentd output plugin Get Started Prerequisite IAM policies Configuration Onboarding Use sample log data Product page Ingest Logs Using Management Agents On-demand upload From Object Storage From OCI services Custom logs from OCI Logging Custom logs from OCI Streaming From Enterprise Manager Using Fluentd Alerts and Detection Rules Detect ingest-time events Schedule a search Create alerts for events View all alarms Scheduled task metrics More Resources Blog posts Videos Reference architectures Marketplace apps Support Get help and contact Support Create a service request Service limits Known issues Quick Start Tutorials Onboard and ingest OCI audit logs Set up continuous log collection Ingest logs using Fluentd Collect logs from Oracle autonomous databases Dashboards About dashboards Manage dashboards Oracle-defined dashboards Manage widgets About filters Custom filters Oracle-defined filters Administer Sources Parsers Entities Lookups Log storage Log partitioning Service metrics Policy reference Repositories All technical resources  New Policy catalog  New Oracle-defined sources Parsers for OCI services Supported entity-types For more information click here https://docs.oracle.com/en-us/iaas/logging-analytics/home.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Get Started with Oracle Applications ### Answer:
Support for Oracle Applications For more information click here https://docs.oracle.com/en-us/iaas/Content/GSG/Reference/gettingstartedwithoraapps.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Requirements ### Answer:
Learn about the minimum requirements to use Oracle Managed Cloud Self-Service Platform. The minimum requirements to use Oracle Managed Cloud Self-Service Platform are: A valid MOS account. At least one support identifier (SI) associated with your MOS account. Note SIs are termed customer support identifiers (CSIs) in Oracle Managed Cloud Self-Service Platform. At least one active Oracle E-Business Suite (EBSO) service associated with your MOS account. Additionally, you must have the following MOS privileges to perform specific tasks: To create RFC, MOS CreateRFC privilege for your customer organization associated with your MOS account. To schedule RFCs for deployment, MOS Authorized Approver privilege for the Oracle E-Business Suite environment where the CEMLI patch will be deployed, associated with your MOS account. Oracle Managed Cloud Self-Service Platform setup should be completed on your EBSO environments before it can apply CEMLI patches created from the portal. Please work with your SDM to create RFCs for Oracle Managed Cloud Self-Service Platform setup. To request Oracle Managed Cloud Self-Service Platform setup, you or your SDM must create RFCs with the following specifications: Category: Application - EBSO Ondemand or Application - EBS OPC or Application - EBS OCI Service Type: EBSO or EBSZ or EBSI RFC Type: Configuration - EBSO or OPCEBS_Configuration or OCIEBS_Configuration Sub Type: Sysadmin Changes or OPCEBS_Configuration or OCIEBS_Configuration Summary: Oracle Managed Cloud Self-Service Platform Setup for instance <SID> For more information click here https://docs.oracle.com/en-us/iaas/Content/managed-cloud-self-service/mgdcloudss_requirements.htm#mgdcloudss_requirements
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Known Issues for Cloud Shell ### Answer:
Go SDK cannot automatically find some regions while running in Cloud Shell For more information click here https://docs.oracle.com/en-us/iaas/Content/API/Concepts/cloudshell_known_issues.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Connecting to Data ### Answer:
Sources section of the ADS documentation. Also, you can install more data connectors by creating or modifying existing conda environments. For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/connect-to-data.htm#connect-data
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing Artifacts in Artifact Registry ### Answer:
Upload and manage artifacts in an Artifact Registry repository. Organize artifacts with paths, assign versions to artifacts, compare artifacts with SHA256 digests, and download immutable artifacts for DevOps projects. Uploading an Artifact Listing Artifacts Getting an Artifact's Details Downloading an Artifact Updating an Artifact Deleting an Artifact Searching for Artifacts For more information click here https://docs.oracle.com/en-us/iaas/Content/artifacts/manage-artifacts.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Working with Identity Domains ### Answer:
Manage identity domain features and settings. Manage the following identity domain-level features and settings: Managing Identity Domains: Create identity domains and manage resources within them. Managing Domain Settings: Manage domain level settings. Managing Session Settings: Manage session-level settings. Customizing Notifications: Customize the email notifications sent by an identity domain. Customizing the Interface: Use your company branding. Create a Hosted Sign In Page: Customize the look and feel of the identity domain sign-in experience by using style classes, custom HTML, and translation support. Managing Users: Manage user accounts. Managing Groups: Use groups to manage user access to applications and resources. Managing Dynamic Groups: Use dynamic groups to group compute instances and other resources and create policies for them. Managing Applications: Manage your cloud, Oracle, custom, and enterprise applications. Integrating Custom Applications with IAM: Use SCIM to integrate custom applications. Creating Self-Registration Profiles: Use self-registration profiles to allow uses to create their own accounts. Transferring Data: Import and export users, groups, Oracle application roles. Downloading SDKs and Applications: Download SDKs, the EBS Asserter, the Secure Form Fill Client, the Linux PAM, the Provisioning Bridge Client, App Gateway, RADIUS Proxy, or the Device Fingerprint Utility from the identity domains console. Managing Jobs: View jobs and job details, and export job errors to help you resolve them. Running Reports: Run operational or historical reports that capture data about users and applications. Customizing Schemas: Add, edit, or remove custom schema attributes and change user permissions for out-of-the-box schema attributes. Configuring OAuth Settings: Manage OAuth settings. For more information click here https://docs.oracle.com/en-us/iaas/Content/Identity/resources/manage-iam-resources.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Editing a Knowledge Base ### Answer:
Update the name of a knowledge base using the Console, CLI, or API. Console CLI API Open the navigation menu and click Developer Services. Under App Dependency Management, click Knowledge Bases. On the Knowledge bases page, from the list of compartments on the left side, select a compartment. From the list of knowledge bases, click the knowledge base that you want to update. In the Knowledge base details page, click Edit. On the Update knowledge base panel, update the name. Click Update knowledge base. For more information click here https://docs.oracle.com/en-us/iaas/Content/application-dependency-management/tasks/KnowledgeBases/update-knowledge-base.htm#top
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Editing a Project ### Answer:
Modify the information of a DevOps project. For accessing DevOps using the Oracle Cloud Console, REST API, and CLI, see Accessing DevOps. Console CLI API Open the navigation menu and click Developer Services. Under DevOps, click Projects. Select the project that you want to edit, and then click Edit. Make necessary updates to the project information, and save the changes. For more information click here https://docs.oracle.com/en-us/iaas/Content/devops/using/edit_project.htm#edit_a_project
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Data Integration Policies ### Answer:
Overview of Policy Syntax Resource-Types Supported Variables Details for Verbs + Resource-Type Combinations Permissions Required for Each API Operation Creating a Policy Using the Console Policy Examples For more information click here https://docs.oracle.com/en-us/iaas/data-integration/using/policies.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: OCC Policies and Permissions ### Answer:
Supported Variables Details for Verb + Resource Type Combinations Creating a Policy Policy Examples For more information click here https://docs.oracle.com/en-us/iaas/Content/control-center/policies-permissions.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Getting Started with Data Catalog ### Answer:
Before You Begin Create an Admin User Group Create Policies Using the Console's Data Catalog Overview Page For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/get-started.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Fusion Applications Environment Setup Wizard ### Answer:
Access the wizard from the Fusion Applications Overview page: From the Console home page, under My Applications, click Fusion Applications. This opens the Overview page. Under Get started with Fusion Applications, click Start . Tip If you don't see the message and Start environment wizard button, then either you already have an environment family created in your tenancy or you don't have permission to create environments. Completing the Environment Setup Wizard Set up environment family: Enter a name for your environment family or accept the default name provided. You can edit the name later. An environment family is a logical grouping of environments set up to facilitate management of the related environments. The environment family ensures that the applications on all your environments are maintained, upgraded, and patched at the same levels. Select subscriptions. The application subscriptions that you select here will be installed on all environments (production, test, and development) that you create in this family. Confirm or change the assigned region. The region is where the environments will be geographically located. Once you create the environment family, it can't be moved to a different region. All environments that you create will be in the region you assign to the family. For more information, see Choosing a Region for an Environment Family. Click Show advanced options to: Select a different compartment (this can be changed later). Customize the maintenance schedule (the quarterly schedule selection can't be changed later). To skip these options, click Next. (Optional) Confirm the compartment or select the compartment where you want to create this environment family. For more information about compartments, see Choosing a Compartment. (Optional) Click the Maintenance tab to customize the maintenance schedule. The maintenance schedule you set up for the environment family is the default for all the environments in the family. You can't change the quarterly update schedule after you create the environment family. For environments that you create in this family, you can customize the monthly patching. For more information about these options, see Understanding Environment Maintenance. Quarterly schedule – select the checkbox and then choose the maintenance month grouping that you want to use for the environments in the family. You can't update this choice later. If your environment family includes Oracle Payroll the schedule is set as Feb/May/August/November, and can't be changed. Monthly patching – enable the switch to activate monthly patching for the environments in this family. Monthly patching delivers bug fixes every month so you don’t have to wait until the quarterly update for these fixes. Features and other updates are still delivered on the quarterly schedule, and are not included in monthly patching. Set up environments: Environment name - enter a prefix for the name of the environments or accept the default (the tenancy name). Each environment created will be named using the prefix plus a suffix indicating the environment type (-prod, -devn, or -test). You can change these names later in the environment details page after creation. Confirm the environment types to create in the family. All environment types that are included in your subscription will be selected by default. You can choose to create production or development environments at a later time by deselecting these options, but you can't deselect the test environment. For more information about environment types, see About Environment Types. Enter credentials for the Fusion Applications Administrator. You can choose to add the same user to be the Administrator for all the newly created environments, or you can add different users for each environment. After each environment is provisioned, the user entered as the Administrator will receive an email to set up their password for that environment. Click Show advanced options to configure additional settings for DNS prefix and Encryption. Important You can't edit the DNS prefix later, so if you want to customize it, you must enter it now. To skip these options, click Next. (Optional) To customize the DNS prefix, click Networking. Adding a DNS prefix allows you to customize the URL used to access your Fusion Applications home page. The prefix can be 1-20 characters. As you enter the prefix, the URL preview is displayed. You can set a different prefix for each environment you are creating. (Optional, available only with the purchase of specific subscriptions.) Click the Encryption tab to encrypt the environment with customer-managed keys. For details about this feature, see Customer-Managed Keys for Oracle Break Glass. Review and create Review the information you entered. Click Edit if you need to make any changes. Click Submit to confirm and launch the environment creation process. Provisioning and Notifications The Fusion Applications environment family is created and the provisioning of the selected environments is started. Provisioning time depends on the subscriptions included in your environments, but typically takes a few hours. When provisioning is complete, an email is sent to the administrator email address that was specified in the credentials entered for each environment. For more information click here https://docs.oracle.com/en-us/iaas/Content/fusion-applications/setup-wizard.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Getting Started with Cloud Guard ### Answer:
Planning for Cloud Guard Enabling Cloud Guard Two Strategies Steps to Enable Cloud Guard Integrating Cloud Guard with Other Services Certificates Service Data Safe Service Threat Intelligence Service For more information click here https://docs.oracle.com/en-us/iaas/cloud-guard/using/part-start.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Harvesting Data Sources ### Answer:
When you harvest a data asset, the technical metadata is extracted into your data catalog repository. To harvest a data asset, you: Select the connection you want to use for the data asset. Select the data entities you want to harvest. Specify the details to create the harvest job. For more information click here https://docs.oracle.com/en-us/iaas/data-catalog/using/harvest-data-asset.htm#harvest-steps
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Managing VCNs and Subnets ### Answer:
On Compute Cloud@Customer, Virtual Cloud Network (VCN) Overview A virtual cloud network, or VCN, is a software-defined equivalent of a traditional network, with firewall rules and various types of communication gateways. A VCN resides in the single region of and covers one contiguous CIDR block of your choice. The size of a VCN is /16 to /30. The CIDR block can NOT be changed after the VCN is created. The maximum number of private IPs within a VCN is 64,000. Oracle recommends using a private IP address range as specified in RFC 1918 (10.0.0.0/8, 172.16.0.0/12, and 192.168.0.0/16). This documentation uses the term private IP address when referring to IP addresses in your VCN CIDR. You can privately connect a VCN to another VCN so that traffic doesn't leave the secure network environment of Compute Cloud@Customer. However, the CIDRs of the two VCNs must not overlap. The concept of privately connecting VCNs is called peering. It involves setting up a type of virtual router known as a Local Peering Gateway. For more information about the use of gateways in VCNs, see Configuring VCN Gateways. Subnets A VCN is subdivided into subnets. Each subnet in a VCN consists of a contiguous range of IPv4 addresses that don't overlap with other subnets in the VCN. The first two IPv4 addresses and the last in the subnet's CIDR are reserved by the Networking service. You can't change the size of the subnet after creation. Subnets act as a unit of configuration: all instances in a particular subnet use the same route table, security lists, and DHCP options. Subnets can be either public or private. This is defined when the subnet is created, and can't be changed later. In a private subnet, instances can't be assigned a public IP address. You can think of a compute instance as residing in a subnet. However, to be precise, each instance is attached to a virtual network interface card (VNIC), which in turn resides in the subnet and enables a network connection for that instance. For more information click here https://docs.oracle.com/en-us/iaas/compute-cloud-at-customer/topics/network/managing-vcns-and-subnets.htm#managing-vcns-and-subnets
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Applications Environment Management IAM Policy Reference ### Answer:
Resource Types Supported Variables Details for Verb + Resource-Type Combinations Commerce Details Financial Services Accounting Standards for Banking Cloud Service Details Financial Services Analytical Applications Cloud Service Details Financial Services Climate Change Analytics Cloud Service Details Financial Services Profitability and Balance Sheet Management Cloud Service Details Maxymiser Details Transportation and Global Trade Management Cloud Details For more information click here https://docs.oracle.com/en-us/iaas/Content/applications-manager/iam-policies.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Jobs ### Answer:
Can't create log object on behalf of the user Errors During a Job Run Creation Bring Your Own Container Job Run Failure When Downloading the Image Why Isn't Fast Launch an Option in the Console When Creating a Job 400 LimitExceeded Error There is currently no capacity for the specified shape Error 401 NotAuthenticated Error When making Requests to the Data Science API Job Run Logging Integration is Enabled Though Logs Aren't Generated Job Run Logging Integration is Enabled Though the Logs Appear Truncated Job Run Metrics Have No Data Job run artifact execution failed with exit code ___ Error Job Run Exit Code Isn't Indicated Job Run Invalid Entry Point For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/tshoot-jobs.htm#jobs-runs For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/jobs-about.htm For more information click here https://docs.oracle.com/en-us/iaas/Content/anomaly/using/jobs.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Using Notebooks to Connect to Data Flow ### Answer:
You can connect to Data Flow and run an Apache Spark application from a Data Science notebook session. These sessions allow you to run interactive Spark workloads on a long lasting Data Flow cluster through an Apache Livy integration. Data Flow uses fully managed Jupyter Notebooks to enable data scientists and data engineers to create, visualize, collaborate, and debug data engineering and data science applications. You can write these applications in Python, Scala, and PySpark. You can also connect a Data Science notebook session to Data Flow to run applications. The Data Flow kernels and applications run on Oracle Cloud Infrastructure Data Flow. Data Flow is a fully managed Apache Spark service that performs processing tasks on extremely large datasets, without the need to deploy or manage infrastructure. For more information, see the Data Flow documentation. Apache Spark is a distributed compute system designed to process data at scale. It supports large-scale SQL, batch, and stream processing, and machine learning tasks. Spark SQL provides database-like support. To query structured data, use Spark SQL. It is an ANSI standard SQL implementation. Data Flow is a fully managed Apache Spark service that performs processing tasks on extremely large datasets, without infrastructure to deploy or manage. You can use Spark Streaming to perform cloud ETL on your continuously produced streaming data. It enables rapid application delivery because you can focus on application development, not infrastructure management. Apache Livy is a REST interface to Spark. Submit fault-tolerant Spark jobs from the notebook using synchronous and asynchronous methods to retrieve the output. SparkMagic allows for interactive communication with Spark using Livy. Using the `%%spark` magic directive within a JupyterLab code cell. The SparkMagic commands are avilable for Spark 3.2.1 and the Data Flow conda environment. Data Flow Sessions support auto-scaling Data Flow cluster capabilities. For more information, see Autoscaling in the Data Flow documentation. Data Flow Sessions support the use of conda environments as customizable Spark runtime environments. Figure 1. Data Science Notebook to Data Flow Limitations Data Flow Sessions last up to 7 days or 10,080 mins (maxDurationInMinutes). Data Flow Sessions have a default idle timeout value of 480 mins (8 hours) (idleTimeoutInMinutes). You can configure a different value. The Data Flow Session is only available through a Data Science Notebook Session. Only Spark version 3.2.1 is supported. Tip Watch the tutorial video on using Data Science with Data Flow. Also see the Oracle Accelerated Data Science SDK documentation for more information on integrating Data Science and Data Flow. For more information click here https://docs.oracle.com/en-us/iaas/data-science/using/connect-to-data-flow-studio.htm#connect-to-data-flow-studio
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Example Connector Messages ### Answer:
Email (Raw) and Slack Email (Formatted) SMS For more information click here https://docs.oracle.com/en-us/iaas/Content/connector-hub/message-examples.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Logging Search ### Answer:
Required IAM Policy Required Permissions for Searching Logs Basic Search Queries Advanced Search Queries For more information click here https://docs.oracle.com/en-us/iaas/Content/Logging/Concepts/searchinglogs.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Oracle Cloud Migrations Work Requests ### Answer:
The Oracle Cloud Migrations work requests enable you to monitor long-running operations such as the creation of a migration plan. When you create an operation, the Oracle Cloud Migrations runs a work request. A work request is an activity log that helps you to track each step in the operation's progress. Each work request has an OCID that allows you to interact with it programmatically and use it for automation. Work Request Status Many Oracle Cloud Migrations requests don't take effect immediately. The request runs an asynchronous workflow for fulfillment. Some operations depend on the completion of a preceding operation before completing. You can monitor each operation’s work request and confirm that the operation succeeds before proceeding to the next operation. For a detailed list of status values and what they mean, see Work Requests. For more information click here https://docs.oracle.com/en-us/iaas/Content/cloud-migration/ocm-wk-req.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Networking scenarios ### Answer:
Basic scenarios All but the first of these basic routing scenarios send traffic from a subnet in the VCN to the DRG. To accomplish this, you must set up a rule in the subnet's route table. The rule's destination CIDR is the CIDR of the network that is being reached through the DRG, and the rule's target is the DRG. For more information, see VCN Route Tables. Scenario A: Public Subnet (no DRG required) Scenario B: Private Subnet with a VPN Scenario C: Public and Private Subnets with a VPN Peering These scenarios all allow traffic to flow from one VCN to another. Peering VCNs in the same region through a DRG (Upgraded DRG) Peering VCNs in different regions through a DRG (Upgraded DRG) Local VCN Peering using Local Peering Gateways (Legacy DRG) Remote VCN Peering using a Legacy DRG (Legacy DRG) Advanced scenarios using a single DRG VCN Ingress Routing: Some of the following advanced scenarios require ingress routing of traffic entering the VCN from a DRG through the VCN attachment. To accomplish this, you must associate a VCN route table (this is a route table created inside your VCN) with the VCN attachment. After a VCN route table is associated with a VCN attachment, there must always be a VCN route table associated with that attachment (that is, you cannot update the field in the corresponding data object to "Null"). Removing the VCN ingress routing functionality from a VCN attachment can only be accomplished by emptying the associated VCN route table or updating the attachment to refer to an empty VCN route table. Remote on-ramp (Upgraded DRG) Using a DRG to route traffic through a centralized network virtual appliance (Upgraded DRG) Private Access to Oracle Services Transit Routing inside a hub VCN Advanced scenario with multiple DRGs and multiple VCNs There's an extra advanced scenario that illustrates the use of multiple DRGs and VCNs. In this case, each VCN has its own dynamic routing gateway (DRG)  and its own FastConnect private virtual circuit . Contrast this with Transit Routing inside a hub VCN, in which there's a single DRG with either Site-to-Site VPN or a single FastConnect private virtual circuit. Here are some restrictions for using the scenario that has multiple DRGs: The scenario works only with FastConnect through a third-party provider or through colocation with Oracle. It is not supported for FastConnect through an Oracle partner. The scenario is supported only for VCNs in the same region and same tenancy. This is because all the virtual circuits use a single cross-connect, a regional resource. See FastConnect with Multiple DRGs and VCNs. For more information click here https://docs.oracle.com/en-us/iaas/Content/Network/Tasks/scenarios.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Resource Settings ### Answer:
page to edit that option. You can also change the default approval duration from this page. You can perform the following approval template tasks: Editing a Resource Setting Deleting a Resource Setting For more information click here https://docs.oracle.com/en-us/iaas/Content/managed-access/resource-settings.htm
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### Question: Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Oracle Linux KVM Image ### Answer:
Release Information Creating and Connecting to an Instance Allocating Block Storage and VNICs Creating and Attaching Block Storage Creating and Attaching VNICs Working with Virtual Machines Creating a Virtual Machine Removing a Virtual Machine Using the OCI-KVM Utilities oci-kvm create oci-kvm destroy oci-kvm create-pool oci-kvm list-pool oci-kvm create-network oci-kvm delete-network For more information click here https://docs.oracle.com/en-us/iaas/oracle-linux/kvm/index.htm#kvm
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