Run
type: "io.kestra.plugin.dbt.cli.Run"
Invoke dbt run
command.
Examples
Invoke dbt
run
command.
namespace: io.kestra.tests
id: dbt-run
tasks:
- id: working-directory
type: io.kestra.core.tasks.flows.WorkingDirectory
tasks:
- id: cloneRepository
type: io.kestra.plugin.git.Clone
url: https://github.com/kestra-io/dbt-demo
branch: main
- id: dbt-run
type: io.kestra.plugin.dbt.cli.Run
runner: DOCKER
dbtPath: /usr/local/bin/dbt
docker:
image: ghcr.io/kestra-io/dbt-duckdb
profiles: |
jaffle_shop:
outputs:
dev:
type: duckdb
path: ':memory:'
extensions:
- parquet
target: dev
Properties
runner
- Type: string
- Dynamic: ❌
- Required: ✔️
- Default:
PROCESS
- Possible Values:
PROCESS
DOCKER
Runner to use
dbtPath
- Type: string
- Dynamic: ✔️
- Required: ❌
- Default:
./bin/dbt
The path to the dbt CLI
debug
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
false
Display debug logging during dbt execution.
Useful for debugging and making bug reports.
docker
- Type: DockerOptions
- Dynamic: ❌
- Required: ❌
- Default:
{image=ghcr.io/kestra-io/dbt, pullPolicy=ALWAYS}
Docker options for the DOCKER
runner
env
- Type: object
- SubType: string
- Dynamic: ✔️
- Required: ❌
Additional environment variables for the current process.
exclude
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
List of models to exclude
failFast
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
false
Stop execution at the first failure.
fullRefresh
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
false
Whether dbt will drop incremental models and fully-recalculate the incremental table from the model definition.
inputFiles
- Type:
- object
- string
- Dynamic: ✔️
- Required: ❌
The files to create on the local filesystem. It can be a map or a JSON object.
namespaceFiles
- Type: NamespaceFiles
- Dynamic: ❌
- Required: ❌
Inject namespace files.
Inject namespace files to this task. When enabled, it will, by default, load all namespace files into the working directory. However, you can use the
include
orexclude
properties to limit which namespace files will be injected.
outputFiles
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
The files from the local filesystem to send to Kestra's internal storage.
Must be a list of glob expressions relative to the current working directory, some examples:
my-dir/**
,my-dir/*/**
ormy-dir/my-file.txt
.
parseRunResults
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
true
Parse run result
Parsing run result to display duration of each task inside dbt
profiles
- Type: string
- Dynamic: ✔️
- Required: ❌
The profiles.yml
file content
If a
profile.yml
file already exist in the current working directory, it will be overridden.
projectDir
- Type: string
- Dynamic: ❌
- Required: ❌
Which directory to look in for the dbt_project.yml file.
Default is the current working directory and its parents.
select
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
List of nodes to include
selector
- Type: string
- Dynamic: ✔️
- Required: ❌
The selector name to use, as defined in selectors.yml
target
- Type: string
- Dynamic: ✔️
- Required: ❌
Which target to load for the given profile
thread
- Type: integer
- Dynamic: ❌
- Required: ❌
Specify the number of threads to use while executing models.
warnError
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
false
When dbt would normally warn, raise an exception.
Examples include --models that selects nothing, deprecations, configurations with no associated models, invalid test configurations, and missing sources/refs in tests.
Outputs
exitCode
- Type: integer
- Dynamic: ❓
- Required: ✔️
- Default:
0
The exit code of the entire flow execution.
outputFiles
- Type: object
- SubType: string
- Dynamic: ❌
- Required: ❌
The output files' URIs in Kestra's internal storage.
vars
- Type: object
- Dynamic: ❓
- Required: ❌
The value extracted from the output of the executed commands
.
Definitions
io.kestra.core.models.tasks.NamespaceFiles
Properties
enabled
- Type: boolean
- Dynamic: ❌
- Required: ❌
- Default:
true
Whether to enable namespace files to be loaded into the working directory. If explicitly set to true
in a task, it will load all Namespace Files into the task's working directory. Note that this property is by default set to true
so that you can specify only the include
and exclude
properties to filter the files to load without having to explicitly set enabled
to true
.
exclude
- Type: array
- SubType: string
- Dynamic: ❌
- Required: ❌
A list of filters to exclude matching glob patterns. This allows you to exclude a subset of the Namespace Files from being downloaded at runtime. You can combine this property together with include
to only inject a subset of files that you need into the task's working directory.
include
- Type: array
- SubType: string
- Dynamic: ❌
- Required: ❌
A list of filters to include only matching glob patterns. This allows you to only load a subset of the Namespace Files into the working directory.
io.kestra.plugin.scripts.runner.docker.Cpu
Properties
cpus
- Type: integer
- Dynamic: ❌
- Required: ❌
The maximum amount of 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.
io.kestra.plugin.scripts.runner.docker.Memory
Properties
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 resources the container can use.
It is recommended that you 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 thanmemory
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
andmemorySwap
are set to the same value, this prevents containers from using any swap. This is becausememorySwap
is the amount of combined memory and swap that can be used, whilememory
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 thememory
option. If thememory
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 the memory.
io.kestra.plugin.scripts.exec.scripts.models.DockerOptions
Properties
image
- Type: string
- Dynamic: ✔️
- Required: ✔️
- Min length:
1
Docker image to use.
config
- Type:
- string
- object
- Dynamic: ✔️
- Required: ❌
Docker configuration file.
Docker configuration file that can set access credentials to private container registries. Usually located in
~/.docker/config.json
.
cpu
- Type: Cpu
- Dynamic: ❌
- Required: ❌
Limits the CPU usage to a given maximum threshold value.
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.
credentials
- Type: Credentials
- Dynamic: ✔️
- Required: ❌
deviceRequests
- Type: array
- SubType: DeviceRequest
- Dynamic: ❌
- Required: ❌
A list of device requests to be sent to device drivers.
entryPoint
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
Docker entrypoint to use.
extraHosts
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
Extra hostname mappings to the container network interface configuration.
host
- Type: string
- Dynamic: ✔️
- Required: ❌
Docker API URI.
memory
- Type: Memory
- Dynamic: ❌
- Required: ❌
Limits memory usage to a given maximum threshold value.
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 e.g. host
, none
, etc.
pullPolicy
- Type: string
- Dynamic: ❌
- Required: ❌
- Default:
ALWAYS
- Possible Values:
IF_NOT_PRESENT
ALWAYS
NEVER
The image pull policy for a container image and the tag of the image, which affect when Docker attempts to pull (download) the specified image.
shmSize
- Type: string
- Dynamic: ✔️
- Required: ❌
Size of /dev/shm
in bytes.
The size must be greater than 0. If omitted, the system uses 64MB.
user
- Type: string
- Dynamic: ✔️
- Required: ❌
User in the Docker container.
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 enable them on server configuration by setting kestra.tasks.scripts.docker.volume-enabled
to true
.
io.kestra.plugin.scripts.runner.docker.Credentials
Properties
auth
- Type: string
- Dynamic: ✔️
- Required: ❌
The registry authentication.
The
auth
field is a base64-encoded authentication string ofusername:password
or a token.
identityToken
- Type: string
- Dynamic: ✔️
- Required: ❌
The identity token.
password
- Type: string
- Dynamic: ✔️
- Required: ❌
The registry password.
registry
- Type: string
- Dynamic: ✔️
- Required: ❌
The registry URL.
If not defined, the registry will be extracted from the image name.
registryToken
- Type: string
- Dynamic: ✔️
- Required: ❌
The registry token.
username
- Type: string
- Dynamic: ✔️
- Required: ❌
The registry username.
io.kestra.plugin.scripts.runner.docker.DeviceRequest
Properties
capabilities
- Type: array
- SubType: array
- Dynamic: ❌
- Required: ❌
A list of capabilities; an OR list of AND lists of capabilities.
count
- Type: integer
- Dynamic: ❌
- Required: ❌
deviceIds
- Type: array
- SubType: string
- Dynamic: ✔️
- Required: ❌
driver
- Type: string
- Dynamic: ✔️
- Required: ❌
options
- Type: object
- SubType: string
- Dynamic: ❌
- Required: ❌
Driver-specific options, specified as key/value pairs.
These options are passed directly to the driver.