vania-janet/multiturn-rag-retrieval-data huggingface dataset:
";Database=BLUDB",
";Hostname=",host.name,
";Port=",port,
";PROTOCOL=TCPIP",
";UID=", user.name,
";PWD=",pwd,sep="")
 Connect to using a odbc Driver Connection string to a remote database
con <- idaConnect(con.text)
* If your locally installed R development environment does not run in the Db2 Warehouse on Cloud database:

library(ibmdbR)
driver.name <- "{placeholderForYourDriverName}"
db.name <- "placeholderForYourDatabaseName"
host.name <- "placeholderForYourHostName"
port <-"placeholderForYourPort"
user.name <-"placeholderForYourUserName"
pwd <- "placeholderForYourPassword"
con.text <- paste("placeholderForYourDSNName;DRIVER=",driver.name,
";Database=",db.name,
";Hostname=",host.name,
";Port=",port,
";PROTOCOL=TCPIP",
";UID=", user.name,
";PWD=",pwd,sep="")
 Connect to using a odbc Driver Connection string to a remote database
con <- idaConnect(con.text)
Show more

The statement that is used to create the connection object uses the idaConnect() method, not the odbcConnect() or odbcDriverConnect() methods.



d. Initialize the analytics package by issuing the following R command:

idaInit(con)

e. To test whether the connection is working, issue the following R command:

idaShowTables()

The console displays a list of all of the tables and views in the current schema.



Watch this video to see how to create a connection in RStudio and add connected data to a project:
(https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqdrift-status-faq)
* [Can I interrupt or terminate running jobs?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqstopping-job-faq)
* [How do I correct an Incorrect Location Input error?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqpostcartapi-job-faq)
* [How can I view workspace resources?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqclicmdresource-job-faq)
* [How do I fix the CreateworkspaceWithContext failed Bad request error?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqlocationres-job-faq)
* [Are sensitive values in the state file encrypted?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqencrypt-state-file)
* [Why do workspace variables defined by using CLI throw 400 errors?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqwks-list-var)
* [Can I update the Terraform version (TF_VERSION) using a JSON file?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqtf-version-update)
* [Can start with a new Terraform state file on each job run?](https://cloud.ibm.com/docs/schematics?topic=schematics-workspaces-faqwks-job-trigger)
SUMA tasks and the command line 

The suma command can be used to perform various operations on a SUMA task or policy. An RqType parameter specifies the type of download that is being requested, such as a TL, SP, or Latest. You can use several flag options with the suma command to perform the following tasks:



* Create
* Edit
* List
* Schedule
* Unschedule
* Delete



To create and save a SUMA task by using the command line, enter the following command:

suma -w -a DisplayName=‘ AIX72TL2SP2‘ -a FilterML=‘7200-00‘

The command returns a task ID after the successful creation of a SUMA task:

Task ID 10 created.

To create and schedule a task that downloads the latest fixes and adds a policy label through the DisplayName field (useful when you are listing policies through SMIT), enter the following command:

suma -s "30 2 15 * " -a RqType=Latest 
-a DisplayName="Latest fixes - 15th Monthly"







 Using the Electronic Service Agent (ESA) to download fixes and updates for IBM i VMs 

Learn how to configure a [Universal Connection to IBM services](https://www.ibm.com/support/knowledgecenter/en/ssw_ibm_i_74/rzaji/rzaji_setup.htm). If you don't want to assign a public IP to an IBM i VM, you can use a multi-hop connection (proxy server) to download fixes and updates. You can also use the SNDPTFORD command and a network installation server to do the same.



 The SNDPTFORD command 

You can use the SNDPTFORD command to order and receive IBM-supplied fixes (or PTFs) for the IBM i environment and IBM-supplied applications. You can use this command over the electronic customer support configuration that uses TCP/IP connectivity through Universal Connection. You can use the SNDPTFORD command to order the following types of fixes and related information:



* Separate or accompanying cover letters
* Individual fixes
* Multiple fixes
For more information, see [detecting drift in Schematics](https://cloud.ibm.com/docs/schematics?topic=schematics-drift-note).
* Where can I see the status of a drift detection job ?

To verify the results of a drift detection job, you need to check the drift detection job log. The job log provides the details of the drift detection as in progress or completed with the appropriate status such as failure or success. For more information, see [detecting drift in Schematics](https://cloud.ibm.com/docs/schematics?topic=schematics-drift-note&interface=apidrift-in-ibm).
* Can I interrupt or terminate running jobs?

Yes, you can interrupt, force-stop, or terminate the provisioning resources or a running job in Schematics by using the job types. For more information, see [stopping the job types](https://cloud.ibm.com/docs/schematics?topic=schematics-interrupt-jobinterrupt-types).
* How do I correct an Incorrect Location Input error?

Error

{
"requestid": "3f59c342-cd2c-4703-aa10-9e8e7072a3ac",
"timestamp": "2022-06-28T20:02:58.529765308Z",
"messageid": "M1097",
"message": "Incorrect Location Input.",
"statuscode": 400
}

The Schematics global endpoint is defaulted to us environment. Therefore, you need to use [regional endpoints](https://cloud.ibm.com/apidocs/schematics/schematicsapi-endpoints) to point your location to a eu-de region.
* How can I view workspace resources?
If the results are a list of tables, run OPTIMIZE TABLE on the list before taking a backup.

For more infortmation, see [Error Message: Found tables with row versions due to INSTANT ADD/DROP columns](https://docs.percona.com/percona-xtrabackup/8.0/em/instant.html).





* Optimizing xtrabackup table

MySQL version 8.0.29 contained a design flaw that can cause data corruption for tables with INSTANT ADD/DROP COLUMNS. The issues in MySQL 8.0.29 make this version unsafe to take backups. If Xtrabackup detects tables with instant add/drop columns, you see an error message like this:

[ERROR] [MY-011825] [Xtrabackup] Tables found:
2023-03-03T08:09:34.643290-00:00 0 [ERROR] [MY-011825] [Xtrabackup] corrupted_table
2023-03-03T08:09:34.643300-00:00 0 [ERROR] [MY-011825] [Xtrabackup]
Please run OPTIMIZE TABLE or ALTER TABLE ALGORITHM=COPY on all listed tables to fix this issue.

This error can be seen using [Activity Tracker](https://cloud.ibm.com/docs/databases-for-mysql?topic=databases-for-mysql-activity-tracker) or [Log Analysis](https://cloud.ibm.com/docs/databases-for-mysql?topic=databases-for-mysql-logging).



 Resolving corrupted_table error 

To resolve the corrupted_table error, query and optimize the Xtrabackup table using a command like:

SELECT NAME FROM INFORMATION_SCHEMA.INNODB_TABLES WHERE TOTAL_ROW_VERSIONS > 0;

If the results are a list of tables, run OPTIMIZE TABLE on the list before taking a backup.
ibmcloud oc api-key info --cluster <cluster_name_or_ID>





 How do I set up the API key? 

To enable all users to access the infrastructure portfolio or other services, the user whose credentials are stored in the [API key must have the correct permissions](https://cloud.ibm.com/docs/openshift?topic=openshift-access-credsowner_permissions). Then, log in as the user or functional ID and perform the first admin action in a region and resource group or [reset the API key](https://cloud.ibm.com/docs/openshift?topic=openshift-access-credsapi_key_most_cases). For example, one of your admin users creates the first cluster in the default resource group in the us-south region. As a result, the IBM Cloud IAM API key for this admin user is created in the account for this resource group and region.





 What permissions does the user who sets the API key need? How do I give the user these permissions? 

See [Permissions to create a cluster](https://cloud.ibm.com/docs/openshift?topic=openshift-access_referencecluster_create_permissions) and [Ensuring that the API key or infrastructure credentials owner has the correct permissions](https://cloud.ibm.com/docs/openshift?topic=openshift-access-credsowner_permissions).

To check a user's permissions, review the access policies and access groups of the user in the [IBM Cloud console](https://cloud.ibm.com/iam/users), or use the ibmcloud iam user-policies <user> command.

If the API key is based on one user, how are other cluster users in the region and resource group affected?

Other users within the region and resource group of the account share the API key for accessing the infrastructure and other services with Red Hat OpenShift on IBM Cloud clusters.
If you see DEPRECATED_SUPPORTED in front of the index, it means that the metadata version is deprecated but supported and skipping works. The next REFRESH updates the metadata automatically.





 Deleting data skipping indexes 

To delete a data skipping index, use the following query:

DROP METAINDEX
ON cos://us-geo/sql/metergen STORED AS parquet

Dropping a table does not also drop the table indexes.







 Data skipping on catalog tables 

Data skipping also supports indexing and skipping on [catalog tables](https://cloud.ibm.com/docs/services/sql-query?topic=sql-query-hivemetastore). How the index is created differs for partitioned and nonpartitioned tables.

For nonpartitioned tables, indexing must be done by using the [Cloud Object Storage URI](https://cloud.ibm.com/docs/sql-query?topic=sql-query-sql-referenceCOSURI). In this case, the same metadata is used whether a query accesses the table by name or by physical location by using the Cloud Object Storage URI.

For [partitioned tables](https://cloud.ibm.com/docs/sql-query?topic=sql-query-hivemetastorepartitioned), indexes that are created in the Cloud Object Storage URI are not used when you access a table by name. Instead, all preceding command and query examples must be rewritten by replacing the Cloud Object Storage URI with the table name, by using the ON TABLE clause. For example, for the preceding CREATE INDEX statement, to index a table named metergen use the following syntax:

CREATE METAINDEX
MINMAX FOR temp,
MINMAX FOR lat,
MINMAX FOR lng,
BLOOMFILTER FOR vid,
VALUELIST FOR city
ON TABLE metergen

Refer to the [SQL reference](https://cloud.ibm.com/docs/services/sql-query?topic=sql-query-sql-reference) for the full list of query statements and commands.
For example, a PATCH request to change the name for the key in the previous example would look like:

PATCH /keys/b34f2d29-25ff-40ac-8762-78bad7e3eea9
{
"name": "my-renamed-key"
}

... and MUST NOT look like:

PATCH /keys/b34f2d29-25ff-40ac-8762-78bad7e3eea9
{
"label": "my-renamed-key"
}

Responses to requests that create or mutate a resource SHOULD return the resource's canonical representation. Rarely, a resource MAY have a "write-only" property represented in a request schema but not in its response schema.
Within a policy, you create a [backup plan](https://cloud.ibm.com/docs/vpc?topic=vpc-backup-policy-create&interface=uibackup-plan-ui) to schedule backups of these resources. You can schedule backups to be taken every daily, weekly, or monthly.
* How many backups can I create?

You can create up to 750 backups per volume per account. Consider how your [billing changes](https://cloud.ibm.com/docs/vpc?topic=vpc-snapshots-vpc-about&interface=apisnapshots_vpc_considerations) when you increase the number of snapshots that you take and retain.
* What are backup policy jobs?

Backup policy jobs, or backup jobs for short, are triggered when a scheduled backup snapshot is being created or deleted. If the create or delete action is successful, the backup job contains information about the backup snapshot that was created or deleted. If the job ran unsuccessfully, the job contains the reason for the failure. For more information, see [Viewing backup jobs](https://cloud.ibm.com/docs/vpc?topic=vpc-backup-view-policy-jobs).
* Can I back up my volume snapshots?

Tags for snapshots are inherited from the source volume. When you restore a volume from a snapshot, and the tags that are applied to the new volume match the tags in a backup policy, the new volume is backed up. But you can't directly back up a snapshot that has tags in a backup policy.
* How long are backups retained?

You can specify that backups be kept 1 - 30 days (default). The retention period can't be shorter than the backup frequency or it returns an error.

You can also specify the number of backups to retain, up to 750 per volume, after which the oldest backups are deleted.
* Are there limitations on how many backups I can take?

Yes. You can create 10 backup policies per account and up to 750 backups of a volume.
See /etc/fstab if you're not sure what the old mount point is for the xfs partition.

 mount /dev/sdb1 /mnt
2. Extend the file system. Substitute the mount point of the file system.

 xfs_growfs -d </mnt>









* Why do I see two disks in Disk Management when I add a single storage device?

Seeing two disks in Disk Management can occur if MPIO is not installed or is disabled for ISCSI. To verify the MPIO configuration, refer to the steps for [Verifying MPIO configuration for Linux®](https://cloud.ibm.com/docs/BlockStorage?topic=BlockStorage-mountingLinuxverifyMPIOLinux) or [Verifying whether MPIO is configured correctly in Windows® Operating systems](https://cloud.ibm.com/docs/BlockStorage?topic=BlockStorage-mountingWindowsverifyMPIOWindows).
* How do I reconnect storage after a chassis swap?

Complete the following steps to successfully reconnect the storage after a chassis swap.



1. Before the swap, remove the authorization (revoke access) from the storage devices.
2. After the swap, authorize the host again.
3. Discover the storage devices again, with the new credentials that were gained from the new authorization.



For more information, see [Managing Block Storage for Classic](https://cloud.ibm.com/docs/BlockStorage?topic=BlockStorage-managingstorage).
* How do I disconnect my storage device from a host?

Perform the following steps to disconnect from a host:



1. Remove operating system ISCSI sessions and, if applicable, unmount the device.
2. Revoke access for the host from the storage device in the [IBM Cloud® console](https://cloud.ibm.com/login).
3. Remove automatic discovery, and if applicable, remove connect database entries from the operating system for ISCSI connections.



* How do endurance and performance storage differ?
* deterministic/not deterministic

The optional deterministic/not deterministic specifies whether the function is stateless. A deterministic function always returns the same value for the same set of input values.
* return null on null input

The optional return null on null input specifies the function behavior when one or more of the input values are null. If return null on null input is specified, the system returns null on null input without invoking the UDF. If called on null input is specified, the UDF is invoked even for null input values.







 Usage notes for UDFs implemented in PMML 

Functions that are created from PMML files take a single table that is called params as their argument and output a table. The implementation of the function maps input fields between the input and output schema declared in the create function statement and the schema that is specified in the PMML file. In other words, the DataDictionary section that describes the names and types of fields that can appear in the input and output records that the model produces and consumes, the MiningSchema section that tells which named files defined in the DataDictionary section are in each tuple that represents a feature vector ,and the Output section that tells which named fields defined in the DataDictionary section are present in each tuple of the external representation of the output of the model. These functions must be table functions; each row in the table is passed to the PMML model and produce an output row.

This schema information is necessary because the PMML and AQL type systems do not match perfectly. For example, PMML has several types to represent timestamps, while AQL currently requires users to encode timestamps as string values. The schema information also allows developers who know AQL but not PMML to understand the AQL rule set.

The AQL compiler checks the input schema against the input schema of the PMML file to ensure that the two schemas are compatible. If the two schemas contain fields with the same name but incompatible types, compilation fails with an appropriate error message. If the function’s input or output schemas contain extra or missing columns, the resulting function ignores these columns and does not generate an error.
(https://cloud.ibm.com/docs/containers?topic=containers-cos_operation_not_permittedcos_operation_not_permitted)

[Why can't the ownership of the mount path be changed?](https://cloud.ibm.com/docs/containers?topic=containers-cos_mountpath_errorcos_mountpath_error)

[Why does installing the IBM Cloud Object Storage plug-in fail?](https://cloud.ibm.com/docs/containers?topic=containers-cos_plugin_failscos_plugin_fails)

[Why do I see wrong credentials or access denied messages when I create a PVC?](https://cloud.ibm.com/docs/containers?topic=containers-cred_failurecred_failure)

[Why do I see wrong s3fs or IAM API endpoints when I create a PVC?](https://cloud.ibm.com/docs/containers?topic=containers-cos_api_endpoint_failurecos_api_endpoint_failure)

[Why does my PVC remain in a pending state?](https://cloud.ibm.com/docs/containers?topic=containers-cos_pvc_pendingcos_pvc_pending)

[Why does PVC or pod creation fail due to not finding the Kubernetes secret?](https://cloud.ibm.com/docs/containers?topic=containers-cos_secret_access_failscos_secret_access_fails)

[Why is the transport endpoint not connected?](https://cloud.ibm.com/docs/containers?topic=containers-cos_transport_ts_connectcos_transport_ts_connect)





 Portworx Storage 

[Debugging Portworx failures](https://cloud.ibm.com/docs/containers?topic=containers-debug_storage_pxdebug_storage_px)
Backups for Databases for MySQL deployments are accessible from the Backups tab of your deployment's dashboard.



MySQL version 8.0.29 contained a design flaw that can cause data corruption for tables with INSTANT ADD/DROP COLUMNS. The issues in MySQL 8.0.29 make this version unsafe to take backups. If Xtrabackup detects tables with instant add/drop columns, you see an error message like this:

[ERROR] [MY-011825] [Xtrabackup] Tables found:
2023-03-03T08:09:34.643290-00:00 0 [ERROR] [MY-011825] [Xtrabackup] corrupted_table
2023-03-03T08:09:34.643300-00:00 0 [ERROR] [MY-011825] [Xtrabackup]
Please run OPTIMIZE TABLE or ALTER TABLE ALGORITHM=COPY on all listed tables to fix this issue.

This error can be seen using [Activity Tracker](https://cloud.ibm.com/docs/databases-for-mysql?topic=databases-for-mysql-activity-tracker) or [Log Analysis](https://cloud.ibm.com/docs/databases-for-mysql?topic=databases-for-mysql-logging).



 Resolving corrupted_table error 

To resolve the corrupted_table error, query and optimize the Xtrabackup table using a command like:

SELECT NAME FROM INFORMATION_SCHEMA.INNODB_TABLES WHERE TOTAL_ROW_VERSIONS > 0;

If the results are a list of tables, run OPTIMIZE TABLE on the list before taking a backup.

For more infortmation, see [Error Message: Found tables with row versions due to INSTANT ADD/DROP columns](https://docs.percona.com/percona-xtrabackup/8.0/em/instant.html).





* Optimizing xtrabackup table

MySQL version 8.0.29 contained a design flaw that can cause data corruption for tables with INSTANT ADD/DROP COLUMNS.
FAQs for IBM Cloud Carbon Calculator 



 Why can't I see my emissions data? 

You might not be able to view your accounts emissions data because you don't have the right access or the service doesn't have enough data. For access, account owners, account administrators, and users with a viewer role or higher on the billing service can view and export emissions data for the entire account. Supported services must have at least 30 days of data to be viewed on the carbon calculator.

If you're still having issues viewing data, [create a support case](https://cloud.ibm.com/unifiedsupport/cases/form) in the IBM Cloud Support Center.





 How do you calculate the emissions? 

The total emissions are calculated by comparing the energy-related usage with data center energy sources. Emissions from key greenhouse gases are measured in metric tons of carbon dioxide-equivalent (kgCO2e). You can download the total emissions data in CSV format. View the total emissions widget on the [Carbon Calculator](https://cloud.ibm.com/billing/carbon-calculator) page in the console.





 Can I view emissions for all services on my account? 

Emissions data is currently tracked for a subset of services, but more services are under consideration to be added. Emission data is currently available for the following services:



* Bare Metal Servers for Classic
* Bare Metal Servers for VPC
* Cloud HSM
* Cloud Object Storage
* FortiGate Security Appliance 10Gbps
* Kubernetes Service
* Load Balancers for Classic
* Virtual Server for Classic
* Virtual Server for VPC



Because emissions are reported after the close of each billing cycle, data for newly added services and current quarter results take about two months to populate.





 How do I use this data with Envizi or other third party ESG reporting tools? 

IBM Envizi is a robust data management foundation that is designed to create a single, trusted data source for all your ESG reporting and opportunity identification. Use ESG reporting to meet compliance and reporting requirements.
"read" : 1000,
"write" : 500
}
}
}





 Default JMESPath 

A JMESPath query is applied to the output of this command by default. The default JMESPath is:

target.throughput

If a custom JMESPath query is provided, it will replace the default JMESPath.









 Monitoring 

Commands for Monitoring resource.



 ibmcloud cloudant events-config 

Check event types that are being sent to IBM Cloud Activity Tracker for the IBM Cloudant instance.

ibmcloud cloudant events-config



 Example 

Example request

ibmcloud cloudant events-config





 Example default output 

Example ActivityTrackerEvents request and response.

management
data





 Example full output 

Example ActivityTrackerEvents request and response.

{
"types" : [ "management", "data" ]
}





 Default JMESPath 

A JMESPath query is applied to the output of this command by default. The default JMESPath is:

types

If a custom JMESPath query is provided, it will replace the default JMESPath.







 ibmcloud cloudant events-config-update 

Configure event types that are being sent to IBM Cloud Activity Tracker for the IBM Cloudant instance.

ibmcloud cloudant events-config-update --types TYPES



 Command options 

--types ([]string)
: An array of event types that are being sent to IBM Cloud Activity Tracker for the IBM Cloudant instance. Allowable values: management, data. "management" is a required element of this array. Required.

Allowable list items are: management, data. The minimum length is 1 item.





 Example 

Example request

ibmcloud cloudant events-config-update --types management,data





 Example output 

Example Ok response.

{
"ok" : true
}







 ibmcloud cloudant throughput 

View the current consumption of provisioned throughput capacity for an IBM Cloudant instance.