PLUGINSPLUGIN-SODATASKSIO.KESTRA.PLUGIN.SODA.SCAN

Scan

yaml

type: "io.kestra.plugin.soda.Scan"

Run a soda scan

Examples

Run a scan on BigQuery

yaml

id: "scan"
type: "io.kestra.plugin.soda.Scan"
configuration:
  data_source kestra:
    type: bigquery
    connection:
      project_id: kestra-unit-test
      dataset: demo
      account_info_json: |
        { YOUR JSON SERVICE ACCOUNT KEY }
checks:
  checks for orderDetail:
  - row_count > 0
  - max(unitPrice):
      warn: when between 1 and 250
      fail: when > 250
  checks for territory:
  - row_count > 0
  - failed rows:
      name: Failed rows query test
      fail condition: regionId = 4
requirements:
 - soda-core-bigquery

Properties

`checks`

Type: object
Dynamic: ✔️
Required: ✔️

The checks file

`configuration`

Type: object
Dynamic: ✔️
Required: ✔️

The configuration file

`exitOnFailed`

Type: boolean
Dynamic: ❌
Required: ✔️
Default: true

Exit if any non true return value

This tells bash that it should exit the script if any statement returns a non-true return value. The benefit of using -e is that it prevents errors snowballing into serious issues when they could have been caught earlier.

`interpreter`

Type: string
Dynamic: ❌
Required: ✔️
Default: /bin/sh
Min length: 1

Interpreter to used

`pythonPath`

Type: string
Dynamic: ✔️
Required: ✔️
Default: python
Min length: 1

The python interpreter to use

Set the python interpreter path to use

`runner`

Type: string
Dynamic: ❌
Required: ✔️
Default: PROCESS
Possible Values:
- PROCESS
- DOCKER

Runner to use

`warningOnStdErr`

Type: boolean
Dynamic: ❌
Required: ✔️
Default: true

Use WARNING state if any stdErr is sent

`args`

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

Python command args

Arguments list to pass to main python script

`dockerOptions`

Type: DockerOptions
Dynamic: ❌
Required: ❌

Docker options when using runner DOCKER

`env`

Type: object
SubType: string
Dynamic: ✔️
Required: ❌

Additional environments variable to add for current process.

`files`

🔒 Deprecated

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

The list of files that will be uploaded to internal storage,

use outputFiles property instead

`inputFiles`

Type: object
SubType: string
Dynamic: ✔️
Required: ❌

Input files are extra files that will be available in the script working directory.

You can define the files as map or a JSON string.Each file can be defined inlined or can reference a file from Kestra's internal storage.

`interpreterArgs`

Type: array
SubType: string
Dynamic: ❌
Required: ❌
Default: [-c]

Interpreter args used

`outputDirs`

Type: array
SubType: string
Dynamic: ❌
Required: ❌

Output dirs list that will be uploaded to internal storage

List of key that will generate temporary directories. On the command, just can use with special variable named outputDirs.key. If you add a files with ["myDir"], you can use the special vars echo 1 >> {[ outputDirs.myDir }}/file1.txt and echo 2 >> {[ outputDirs.myDir }}/file2.txt and both files will be uploaded to internal storage. Then you can used them on others tasks using null

`outputFiles`

Type: array
SubType: string
Dynamic: ❌
Required: ❌

Output file list that will be uploaded to internal storage

List of key that will generate temporary files. On the command, just can use with special variable named outputFiles.key. If you add a files with ["first"], you can use the special vars echo 1 >> {[ outputFiles.first }} and you used on others tasks using null

`outputsFiles`

🔒 Deprecated

Type: array
SubType: string
Dynamic: ❌
Required: ❌

Deprecated Output file

use outputFiles

`requirements`

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

Requirements are python dependencies to add to the python execution process

Python dependencies list to setup in the virtualenv, in the same format than requirements.txt

`variables`

Type: object
Dynamic: ✔️
Required: ❌

The variables to pass

`verbose`

Type: boolean
Dynamic: ❌
Required: ❌
Default: false

Enable verbose logging

Outputs

`exitCode`

Type: integer
Default: 0

The exit code of the whole execution

`result`

Type: ScanResult

The scan result

`stdErrLineCount`

Type: integer
Default: 0

The standard error line count

`stdOutLineCount`

Type: integer
Default: 0

The standard output line count

Definitions

`Metric`

`identity`

Type: string
Dynamic: ❓
Required: ❌

`metricName`

Type: string
Dynamic: ❓
Required: ❌

`value`

Type: number
Dynamic: ❓
Required: ❌

`DockerOptions-Memory`

`kernelMemory`

Type: string
Dynamic: ✔️
Required: ❌

The maximum amount of kernel memory the container can use.

The minimum allowed value is 4m. Because kernel memory cannot be swapped out, a container which is starved of kernel memory may block host machine resources, which can have side effects on the host machine and on other containers. See --kernel-memory details.

`memory`

Type: string
Dynamic: ✔️
Required: ❌

The maximum amount of memory the container can use.

That is, you must set the value to at least 6 megabytes.

`memoryReservation`

Type: string
Dynamic: ✔️
Required: ❌

Allows you to specify a soft limit smaller than --memory which is activated when Docker detects contention or low memory on the host machine.

If you use memoryReservation, it must be set lower than memory for it to take precedence. Because it is a soft limit, it does not guarantee that the container doesn’t exceed the limit.

`memorySwap`

Type: string
Dynamic: ✔️
Required: ❌

The amount of memory this container is allowed to swap to disk

If memory and memorySwap are set to the same value, this prevents containers from using any swap. This is because memorySwap is the amount of combined memory and swap that can be used, while memory is only the amount of physical memory that can be used.

`memorySwappiness`

Type: string
Dynamic: ✔️
Required: ❌

The amount of memory this container is allowed to swap to disk

By default, the host kernel can swap out a percentage of anonymous pages used by a container. You can set memorySwappiness to a value between 0 and 100, to tune this percentage.

`oomKillDisable`

Type: boolean
Dynamic: ❌
Required: ❌

By default, if an out-of-memory (OOM) error occurs, the kernel kills processes in a container.

To change this behavior, use the oomKillDisable option. Only disable the OOM killer on containers where you have also set the memory option. If the memory flag is not set, the host can run out of memory and the kernel may need to kill the host system’s processes to free memory.

`DockerOptions`

`image`

Type: string
Dynamic: ✔️
Required: ✔️
Min length: 1

Docker image to use

`cpu`

Type: DockerOptions-Cpu
Dynamic: ❌
Required: ❌

Limits cpu usage.

By default, each container’s access to the host machine’s CPU cycles is unlimited. You can set various constraints to limit a given container’s access to the host machine’s CPU cycles.

`deviceRequests`

Type: array
SubType: DockerOptions-DeviceRequest
Dynamic: ❌
Required: ❌

A list of request for devices to be sent to device drivers

`dockerConfig`

Type: string
Dynamic: ✔️
Required: ❌

Docker config file

Full file that can be used to configure private registries, ...

`dockerHost`

Type: string
Dynamic: ✔️
Required: ❌

Docker api uri

`entryPoint`

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

Docker entrypoint to use

`extraHosts`

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

Docker extra host to use

`memory`

Type: DockerOptions-Memory
Dynamic: ❌
Required: ❌

Limits memory usage.

Docker can enforce hard memory limits, which allow the container to use no more than a given amount of user or system memory, or soft limits, which allow the container to use as much memory as it needs unless certain conditions are met, such as when the kernel detects low memory or contention on the host machine. Some of these options have different effects when used alone or when more than one option is set.

`networkMode`

Type: string
Dynamic: ✔️
Required: ❌

Docker network mode to use

`pullImage`

Type: boolean
Dynamic: ❌
Required: ❌
Default: true

Is a pull of image must be done before starting the container

Mostly used for local image with registry

`user`

Type: string
Dynamic: ✔️
Required: ❌

Docker user to use

`volumes`

Type: array
SubType: string
Dynamic: ✔️
Required: ❌

List of volumes to mount

Must be a valid mount expression as string, example : /home/user:/app

Volumes mount are disabled by default for security reasons, you must enabled on server configuration with kestra.tasks.scripts.docker.volume-enabled to true