vania-janet/multiturn-rag-retrieval-data huggingface dataset:
$TgtNetwork = Get-VBRViServerNetworkInfo -Server $Esxi | Where-Object { $_.NetworkName -eq $TgtNetworkName }
$RestorePointDate = $LastRestorePoint.CreationTime
$RestoreDate = Get-Date -Format yyyy-MM-dd-HH:mm
$Reason = "Cyber-restore of $VMName retention point: $RestorePointDate at $RestoreDate"
$RestoredVMName = "$VMName-CR-$RestoreDate"

 Instant restore
Start-VBRInstantRecovery -RestorePoint $LastRestorePoint -Server $Esxi -ResourcePool $ResourcePool -Datastore $Datastore -Folder $Folder -SourceNetwork $SrcNetwork -TargetNetwork $TgtNetwork -VMName $RestoredVMName -PowerUp:$True -Reason $Reason -RunAsync -EnableAntivirusScan -EnableEntireVolumeScan -VirusDetectionAction DisableNetwork
Show more



 Log 

The following PowerShell commands display the log entries of the last restore session for the VM <vm_name>:

$VMName = "<vm_name>"
$Session = Get-VBRRestoreSession -Name $VMName | Sort-Object -Property CreationTime -Descending | Select-Object -First 1
$Logs = $Session.logger.GetLog().GetRecordsSortedByOrdinalId()
foreach ($Log in $Logs) { Write-Host $Log.Title }

The following example shows the log entries for a VM called nrt01. The antivirus scan was skipped for this Linux® VM.

Skipping nrt01: operating system is not supported for antivirus scan
Starting nrt01-CR-2021-11-19-12:50 recovery
Connecting to host host002.partner.ibmcloud.local
Restoring from Linux Hardened Repository - LHBR01
Checking if vPower NFS datastore is mounted on host
Locking backup files
Publishing backup files
Preparing change storage
Updating VM configuration
data source](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_imageargument-reference)<br> * Archive rule argument for [COS bucket resource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucketargument-reference)<br> * Policies for [ibm_kms_key](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/kms_key) and [ibm_kms_keys](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_keys) data source<br> * List bounded services argument for [ibm_container_cluster](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/container_cluster) data source<br> * Access rule and UA rule argument for [internet service firewall resource and datasource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cis_firewallattribute-reference)<br> * Allow IP spoofing argument for [ibm_is_instance]
* [Commodity Futures Trading Commission (CFTC) Rule 1.31(c)-(d)](https://www.ecfr.gov/cgi-bin/text-idx?SID=2404f765a6f79e0b7fcf05b6844046cb&mc=true&node=se17.1.1_131&rgn=div8)



To assist clients in making informed decisions, IBM engaged Cohasset Associates Inc. to conduct an independent assessment of IBM’s Immutable Object Storage. Review [Cohasset Associates Inc.’s report](https://cloud.ibm.com/docs/cloud-object-storage/images/immutable-cos.pdf) that provides details on the assessment of the Immutable Object Storage feature of IBM Cloud Object Storage.



 Audit of access and transactions 

Access log data for Immutable Object Storage to review changes to retention parameters, object retention period, and application of legal holds is available on a case-by-case basis by opening a customer service ticket.







 Using the console 

Retention policies can be added to new or existing empty buckets, and cannot be removed. For a new bucket, ensure that you are creating the bucket in a [supported region](https://cloud.ibm.com/docs/services/cloud-object-storage/basics?topic=cloud-object-storage-service-availabilityservice-availability), and then choose the Add retention policy option. For an existing bucket, ensure that it has no objects and then navigate to configuration settings and click the Create policy button below the bucket retention policy section. In either case, set a minimum, maximum, and default retention periods.





 Using the REST API, Libraries, and SDKs 

Several new APIs have been introduced to the IBM Cloud Object Storage SDKs to provide support for applications working with retention policies. Select a language (HTTP, Java, JavaScript, or Python) at the beginning of this page to view examples that use the appropriate Object Storage SDK.

All code examples assume the existence of a client object that is called cos that can call the different methods. For details on creating clients, see the specific SDK guides.
Why is my virtual server functionality disrupted? 

  What’s happening 

Your virtual server functionality is disrupted.

  Why it’s happening 

Multiple data volume or workloads are attached.

  How to fix it 

The [contract](https://cloud.ibm.com/docs/vpc?topic=vpc-about-contract_se) is mandatory. Attach only a single data volume and workload.



*  Single data volume

Currently, only a single data volume is supported. You might not get any explicit errors from VPC if you try to attach more data volumes, but it might disrupt the functionality. When the Hyper Protect Virtual Servers for VPC instance boots, it automatically detects the attached data volume and encrypts it. If it finds more than one data volume, it randomly selects one of them and encrypts it. The container workload stores data into this data volume. When the Hyper Protect Virtual Servers for VPC instance reboots, it follows the same process of randomly picking up one of the attached data volumes and it's possible that it doesn't pick up the one that has workload data. This leads to a situation where the workload no longer has access to its data.
*  Single workload

Currently, only a single workload is supported. Therefore, only a single workload must be specified as part of the docker-compose file.
* [IBM Systems Block Storage CSI driver](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-ibm-system-storage-block-csi-driver)
* [IBM Cloud Object Storage Driver](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-ibm-object-storage-plugin)
* [Block Storage for VPC Container Storage Interface (CSI) Driver](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-ibm-vpc-block-csi-driver)



* NetApp storage templates



* [NetApp Trident Operator](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-netapp-trident)
* [NetApp ONTAP-NAS](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-netapp-ontap-nas)
* [NetApp ONTAP-SAN](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-netapp-ontap-san)



* Red Hat storage templates



* [Local Storage Operator - Block](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-local-volume-block)
* [Local Storage Operator - File](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-local-volume-file)
* [OpenShift Data Foundation using local disks](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-odf-local)
* [OpenShift Data Foundation for remote devices](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-odf-remote)



* VMware storage templates



* [VMware Block Container Storage Interface (CSI) Driver](https://cloud.ibm.com/docs/satellite?topic=satellite-storage-vsphere-csi-driver)
See [Attributes](https://cloud.ibm.com/docs/discovery?topic=discovery-contract_parsingattributes) in [Parsing contracts](https://cloud.ibm.com/docs/discovery?topic=discovery-contract_parsing) for additional information.



Additionally, each object in the types and categories arrays includes a provenance_ids array. The values listed in the provenance_ids array are hashed values that you can send to IBM to provide feedback or receive support about the part of the analysis associated with the element.

Some sentences do not fall under any type or category, in which case the service returns the types and categories arrays as empty objects.

Some sentences cover multiple topics, in which case the service returns multiple sets of types and categories objects.

Some sentences do not contain any identifiable attributes, in which case the service returns the attributes array as empty objects.
Data privacy and governance 

As a pioneer in the provision of a fully managed and globally distributable Database-as-a-Service, IBM® Cloudant® for IBM Cloud® allows customers to locate data in any global IBM Cloud® or AWS region. By providing customers with such high levels of data mobility to serve the local needs of customers, IBM®, and IBM Cloudant take data privacy and governance seriously.

IBM Cloud data privacy processing processes and procedures are documented within the IBM Cloud DPA. This Data Processing Addendum (DPA) and its applicable DPA Exhibits apply to the Processing of Personal Data by IBM Cloud on behalf of Client (Client Personal Data). The processing of Personal Data is subject to the General Data Protection Regulation 2016/679 (GDPR). It is also subject to any other data protection laws that are identified at [Data Protection Laws](https://www.ibm.com/support/customer/csol/terms?id=DPA-DPL&lc=endetail-document) in order to provide services (Services) according to the Agreement between Client and IBM Cloud. The IBM Cloud DPA can be found at [Data Processing Addendum](https://www.ibm.com/dpa).

In addition to the DPA, the cloud services contain DPA exhibits that detail the types of data that is processed by this service. Cloud services also contain the relevant processing locations (including hosting locations) where client PI is processed. The relevant DPA exhibit for IBM Cloudant can be found on the [IBM Cloud Terms site](https://www.ibm.com/support/customer/csol/contractexplorer/cloud/datasheets/2052E430379B11E58B2CB2A838CE4F20/en).

IBM Cloud relies on Standard Contractual Clauses (as our primary data transfer mechanism) in our customer contracts. IBM Cloud also relies on numerous supplementary measures to help clients ensure an adequate level of protection when they transfer personal data outside of the EU/EEA.
* Memory - The total memory size of the ESXi servers in the cluster.
* Data center location - The IBM Cloud data center where the cluster is hosted.
* Pod - The pod where the cluster is deployed.
* Status - The status of the cluster. The status can have one of the following values:



* Initializing - The cluster is being created and configured.
* Modifying - The cluster is being modified.
* Available - The cluster is ready to use.
* Deleting - The cluster is being deleted.
* Deleted - The cluster is deleted.





4. Click a cluster name to view the ESXi servers, storage, and network interface details:



* ESXi servers details



* Name - The name of the ESXi server is in the format <host_prefix><n>.<subdomain_label>.<root_domain>, where:

host_prefix is the hostname prefix,

n is the sequence of the server,

subdomain_label is the subdomain label, and

root_domain is the root domain name.
* Version - The version of the ESXi server.
* Credentials - The username and password to access the ESXi server.
* Private IP - The private IP address of the ESXi server.
* Status - The status of the ESXi server, which can be one of the following values:



* Available - The ESXi server is ready to use.
* Adding - The ESXi server is being added.
* Deleting - The ESXi server is being deleted.





* Storage details



* Name - The data store name.
* Size - The capacity of the storage.
* IOPS/GB - The performance level of the storage.
* NFS protocol - The NFS version of the storage.



* Network Interface - VLAN details



* VLAN number - The unique VLAN number.
* Description - The description of the VLAN.
* Location - The data center location.
* Primary route - The primary route of the VLAN. Click View resource to access the VLAN details.



* Network Interface - Subnet details



* Name - The subnet name.
BI.S4.H2.1500 IBM Cloud Bare Metal (Local SSD) <br><br> * [OLTP Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2253)<br> * [OLAP Scale-Out Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2191)<br><br><br> 
 BI.S4.H2.3000 IBM Cloud Bare Metal (Local SSD) <br><br> * [OLAP Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2192)<br> * [OLTP Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2251)<br> * [OLAP Scale-Out Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2425)<br><br><br> 
 BI.S4.H4.3000 IBM Cloud Bare Metal (Local SSD) <br><br> * [OLAP Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2212)<br> * [OLTP Record](https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN//solutions?filters=iaas&id=s:2248)<br><br><br>
This functionality provides Db2 users with the ability to access data that is stored on inexpensive, scalable, and reliable object storage in open data formats such as PARQUET and ORC from within the Db2 Warehouse. This feature is available on the current generation of AWS plans. For more information, see [Open date format table support](https://cloud.ibm.com/docs/Db2whc?topic=Db2whc-open-data-format-table-support)





 Expertly managed and highly secure 

Day-to-day operations for Db2 Warehouse on Cloud, including database monitoring, uptime checks and failovers, are fully automated. Operations are supplemented by a DevOps team that are on call to handle unexpected system failures. Data is encrypted at rest and in motion by default. Administrators can also restrict access to sensitive data through data masking, row permissions, and role-based security, and can utilize database audit utilities to maintain audit trails for their data warehouse.





 Highly resilient and reliable 

Db2 Warehouse on Cloud provides double protection for your data with built-in snapshot backups and geo-replicated disaster recovery backups.





 Compatible with on-premises data warehouses 

Db2 Warehouse on Cloud can be configured with Oracle compatibility, so applications that were written for an Oracle database can run against Db2 Warehouse on Cloud without having to be rewritten. Db2 Warehouse on Cloud also comes with nearly 100% DDL, DML, and stored procedure compatibility with IBM Netezza®.





 Built-in machine learning and geospatial capabilities 

Train and run machine learning models directly in the Db2 Warehouse on Cloud engine, using SQL, Python, or R. Db2 Warehouse on Cloud also supports spatial analytics with Esri compatibility, including Esri data types such as GML, and integration with Jupyter Notebooks.







 Plans and configurations 

Db2 Warehouse on Cloud offers several elastic data warehouse configurations to meet your workload requirements.

When you deploy your configuration on IBM Cloud, the following three plans are available:



* Flex One: a single-partitioned plan designed for growing enterprises and new data warehouse projects.
* Flex: a multi-partitioned plan designed for storage-dense workloads, inexpensive querying of large data sets, and development and test environments.
BI.S3.NW192 IBM Cloud Bare Metal (Local SSD) 36 72 192 78,850 Intel Skylake SP 2.67 -- -- Classic 
 BI.S3.NW384 IBM Cloud Bare Metal (Local SSD) 36 72 384 79,430 Intel Skylake SP 5.33 -- -- Classic 
 BI.S3.NW768 IBM Cloud Bare Metal (Local SSD) 36 72 768 79,630 Intel Skylake SP 10.67 -- -- Classic 
 BI.S4.NW192 IBM Cloud Bare Metal (Local SSD) 32 64 192 82,470 Intel Cascade Lake SP 3.00 -- -- Classic 
 BI.S4.NW384 IBM Cloud Bare Metal (Local SSD) 32 64 384 85,130 Intel Cascade Lake SP 6.00 -- -- Classic 
 BI.S4.NW768 IBM Cloud Bare Metal (Local SSD) 40 80 768 112,830 Intel Cascade Lake SP 9.60 -- -- Classic 
 cx2d-metal-96x192 IBM Cloud Bare Metal (Local SSD) 48 96 192 101,070 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-2x4 IBM Cloud Virtual Server -- 2 4 2,238 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-4x8 IBM Cloud Virtual Server -- 4 8 4,475 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-8x16 IBM Cloud Virtual Server -- 8 16 8,950 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-16x32 IBM Cloud Virtual Server -- 16 32 17,900 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-32x64 IBM Cloud Virtual Server -- 32 64 35,800 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-48x96 IBM Cloud Virtual Server -- 48 96 53,700 Intel Cascade Lake SP 2.00 -- -- VPC 
 cx2-64x128 IBM Cloud Virtual Server -- 64 128 71,600 Intel Cascade Lake SP 2.00 -- -- VPC
[ref architecture icon](https://cloud.ibm.com/media/docs/images/homepage/reference-architecture.svg) [Process big data logs with SQL](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-big-data-log-analytics)Process big data logs with SQL Solution tutorial

In this tutorial, you will build a log analysis pipeline designed to collect, store and analyze log records to support regulatory requirements or aid information discovery. This solution leverages several services available in IBM Cloud: Event Streams, Object Storage, Data Engine (previously SQL Query), Key Protect, and IBM Analytics Engine. A script and tool will assist you to simulate the transmission of web server log messages from a static file to Event Streams.

![solution tutorial icon](https://cloud.ibm.com/media/docs/images/homepage/solution-tutorial.svg) [Provision a Public Gateway and Floating IPs for VMware Virtual Machines](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-vpc-bm-vmware-pgwip)Provision a Public Gateway and Floating IPs for VMware Virtual Machines Solution tutorial

If your VMware Virtual Machines require public Internet Access, you need to use either Public Gateway (outbound) or Floating IP (inbound). This tutorial provides an example for these use cases for a VMware VM's VLAN NIC.

![solution tutorial icon](https://cloud.ibm.com/media/docs/images/homepage/solution-tutorial.svg) [Provision Bare Metal Servers for VPC for VMware deployment](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-vpc-bm-vmware-bms)Provision Bare Metal Servers for VPC for VMware deployment Solution tutorial

This tutorial will show how to provision Bare Metal Servers for VPC into IBM Cloud VPC, and how to provision network interfaces for vSphere VMkernel adapters (VMK) adapters.

!
A distributed denial of service ([DDoS](https://en.wikipedia.org/wiki/Denial-of-service_attack)) attack is a malicious attempt to disrupt normal traffic of a server, service, or network by overwhelming the target or its surrounding infrastructure with a flood of internet traffic. CIS is equipped to protect your domain from DDoS.



1. In the CIS dashboard, select Reliability > Global Load Balancer.
2. Locate the GLB you created in the Load Balancers table.
3. Enable the Security and Performance features in the Proxy column:

Zoom

![CIS Proxy Toggle ON](https://cloud.ibm.com/docs-content/v1/content/f84e2238288b7f0355715a4c355609ce7ac48fb0/solution-tutorials/images/solution32-multi-region-k8s-cis/cis-proxy.png)

CIS Proxy Toggle ON



Your GLB is now protected. An immediate benefit is that the origin IP addresses of your clusters will be hidden from the clients. If CIS detects a threat for an upcoming request, the user may see a screen like this one before being redirected to your application:

Zoom

![Verifying - DDoS protection](https://cloud.ibm.com/docs-content/v1/content/f84e2238288b7f0355715a4c355609ce7ac48fb0/solution-tutorials/images/solution32-multi-region-k8s-cis/cis-DDoS.png)

Verifying - DDoS protection

In addition, you can now control what content gets cached by CIS and how long it stays cached. Go to Performance > Caching to define the global caching level and the browser expiration. You can customize the global security and caching rules with Page Rules. Page Rules enable fine-grained configuration using specific domain paths. As example with Page Rules, you could decide to cache all contents under /assets for 3 days:

Zoom

!
Global Attributes Metadata

 Attribute Attribute Name Attribute Description 

 Cloud Type ibm_ctype The cloud type is a value of public, dedicated, or local. 
 Location ibm_location The location of the monitored resource - this may be a region, data center, or global. 
 Resource ibm_resource The resource being measured by the service - typically a identifying name or GUID. 
 Resource Type ibm_resource_type The type of the resource being measured by the service. 
 Scope ibm_scope The scope is the account, organization, or space GUID associated with this metric. 





 Additional Attributes 

The following attributes are available for segmenting one or more attributes as described in the reference. See the individual metrics for segmentation options.



Table 13. Additional Attributes Metadata

 Attribute Attribute Name Attribute Description 

 Service instance ibm_service_instance The service instance segment identifies the instance the metric is associated with. 
 Service instance name ibm_service_instance_name The service instance name provides the user-provided name of the service instance, which isn't necessarily a unique value depending on the name provided by the user. 
 Resource group ibm_resource_group_name The resource group where the service instance was created.
Slovak [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2) [Version 2](https://cloud.ibm.com/docs/natural-language-understanding/?topic=natural-language-understanding-entity-types-version-2)
Direct Link 



 Resources Data sources 

 <br><br> * [ibm_dl_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/dl_gateway)<br> * [ibm_dl_provider_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/dl_provider_gateway)<br> * [ibm_dl_route_report](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/dl_route_report)<br> * [ibm_dl_virtual_connection](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/dl_virtual_connection)<br><br><br> <br><br> * [ibm_dl_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_gateway)<br> * [ibm_dl_gateways](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_gateways)<br> * [ibm_dl_locations](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_locations)<br> * [ibm