AdswerveBigQuery AdswerveBigQuery 

type: "io.kestra.plugin.singer.targets.AdswerveBigQuery"

A Singer target loads data into a BigQuery.

Full documentation can be found here (opens new window)

# Properties

# addMetadataColumns

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

Add singer Metadata columns.

Add _time_extracted and _time_loaded metadata columns.

# args

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

Python command args

Arguments list to pass to main python script

# command

  • Type: string
  • Dynamic: ✔️
  • Required: ❌

Override default singer command

# datasetId

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

The BigQuery dataset

# dockerOptions

Docker options when using runner DOCKER

# env

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

Additional environments variable to add for current process.

# 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.

# files

🔒 Deprecated

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

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

use outputFiles property instead

# from

  • Type: string
  • Dynamic: ❓
  • Required: ✔️

The raw data from a tap

# 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.

# interpreter

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

Interpreter to used

# interpreterArgs

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

Interpreter args used

# location

  • Type: string
  • Dynamic: ✔️
  • Required: ❌

The Dataset location

# maxCache

  • Type: integer
  • Dynamic: ❌
  • Required: ❌
  • Default: 50

Maximum cache size in MB

# mergeStateMessages

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

Enable control state flush

default: merges multiple state messages from the tap into the state file, if true : uses the last state message as the state file.

# 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 {{ outputs.taskId.outputFiles['myDir/file1.txt'] }}

# 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 {{ outputs.taskId.outputFiles.first }}

# outputsFiles

🔒 Deprecated

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

Deprecated Output file

use outputFiles

# pipPackages

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

Override default pip packages to use a specific version

# projectId

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

The BigQuery project

# pythonPath

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

The python interpreter to use

Set the python interpreter path to use

# replicationMethod

  • Type: string

  • Dynamic: ❌

  • Required: ❌

  • Default: append

  • Possible Values:

    • append
    • truncate

The replication method, append or truncate

# 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

# runner

  • Type: string

  • Dynamic: ❌

  • Required: ✔️

  • Default: PROCESS

  • Possible Values:

    • PROCESS
    • DOCKER

Runner to use

# serviceAccount

  • Type: string
  • Dynamic: ✔️
  • Required: ❌

The json service account key as string

# stateName

  • Type: string
  • Dynamic: ❌
  • Required: ✔️
  • Default: singer-state

The name of singer state file

# tableConfigs

  • Type: object
  • Dynamic: ❌
  • Required: ❌

The json service account key as string

# tablePrefix

  • Type: string
  • Dynamic: ✔️
  • Required: ❌

Add prefix to table name

# tableSuffix

  • Type: string
  • Dynamic: ✔️
  • Required: ❌

Add suffix to table name

# validateRecords

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

Validate every single record message to the corresponding JSON schema.

This option is disabled by default and invalid RECORD messages will fail only at load time by Postgres. Enabling this option will detect invalid records earlier but could cause performance degradation..

# warningOnStdErr

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

Use WARNING state if any stdErr is sent

# Outputs

# state

  • Type: string

Uri of the state file

# Definitions

# 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 https://docs.docker.com/config/containers/resource_constraints/#--kernel-memory-details 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

# cpu

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

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

# image

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

Docker image to use

# memory

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

# DockerOptions-Cpu

# cpus

  • Type: integer
  • Dynamic: ❓
  • Required: ❌

Specify how much of the available CPU resources a container can use.

For instance, if the host machine has two CPUs and you set cpus:"1.5", the container is guaranteed at most one and a half of the CPUs

# DockerOptions-DeviceRequest

# capabilities

  • Type: array
  • SubType: array
  • Dynamic: ❓
  • Required: ❌

A list of capabilities; an OR list of AND lists of capabilities.

# count

  • Type: integer
  • Dynamic: ❓
  • Required: ❌

A request for devices to be sent to device drivers

# deviceIds

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

A request for devices to be sent to device drivers

# driver

  • Type: string
  • Dynamic: ❓
  • Required: ❌

A request for devices to be sent to device drivers

# options

  • Type: object
  • SubType: string
  • Dynamic: ❓
  • Required: ❌

Driver-specific options, specified as a key/value pairs.

These options are passed directly to the driver.

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