Skip to main content

This package provides a stable interface for interactions between Snakemake and its executor plugins.

Project description

Stable interfaces and functionality for Snakemake executor plugins

This package provides a stable interface for interactions between Snakemake and its executor plugins (WIP).

Plugins should implement the following skeleton to comply with this interface:

from dataclasses import dataclass, field
from typing import List, Generator, Optional
from snakemake_interface_executor_plugins.executors.base import SubmittedJobInfo
from snakemake_interface_executor_plugins.executors.remote import RemoteExecutor
from snakemake_interface_executor_plugins import ExecutorSettingsBase, CommonSettings
from snakemake_interface_executor_plugins.workflow import WorkflowExecutorInterface
from snakemake_interface_executor_plugins.logging import LoggerExecutorInterface
from snakemake_interface_executor_plugins.jobs import (
    ExecutorJobInterface,
)

# Optional:
# Define additional settings for your executor.
# They will occur in the Snakemake CLI as --<executor-name>-<param-name>
# Omit this class if you don't need any.
# Make sure that all defined fields are Optional and specify a default value
# of None or anything else that makes sense in your case.
@dataclass
class ExecutorSettings(ExecutorSettingsBase):
    myparam: Optional[int]=field(
        default=None,
        metadata={
            "help": "Some help text", 
            # Optionally request that setting is also available for specification
            # via an environment variable. The variable will be named automatically as
            # SNAKEMAKE_<executor-name>_<param-name>, all upper case.
            # This mechanism should only be used for passwords and usernames.
            # For other items, we rather recommend to let people use a profile
            # for setting defaults
            # (https://snakemake.readthedocs.io/en/stable/executing/cli.html#profiles).
            "env_var": False,
            # Optionally specify that setting is required when the executor is in use.
            "required": True
        }
    )


# Required:
# Specify common settings shared by various executors.
common_settings = CommonSettings(
    # define whether your executor plugin executes locally
    # or remotely. In virtually all cases, it will be remote execution
    # (cluster, cloud, etc.). Only Snakemake's standard execution 
    # plugins (snakemake-executor-plugin-dryrun, snakemake-executor-plugin-local)
    # are expected to specify False here.
    non_local_exec=True
)


# Required:
# Implementation of your executor
class Executor(RemoteExecutor):
    def __init__(
        self,
        workflow: WorkflowExecutorInterface,
        logger: LoggerExecutorInterface,
    ):
        super().__init__(
            workflow,
            logger,
            # configure behavior of RemoteExecutor below
            # whether arguments for setting the remote provider shall  be passed to jobs
            pass_default_remote_provider_args=True,
            # whether arguments for setting default resources shall be passed to jobs
            pass_default_resources_args=True,
            # whether environment variables shall be passed to jobs
            pass_envvar_declarations_to_cmd=True,
            # specify initial amount of seconds to sleep before checking for job status
            init_sleep_seconds=0,
        )
        # access workflow
        self.workflow
        # access executor specific settings
        self.workflow.executor_settings

        # IMPORTANT: in your plugin, only access methods and properties of
        # Snakemake objects (like Workflow, Persistence, etc.) that are
        # defined in the interfaces found in the
        # snakemake-interface-executor-plugins and the
        # snakemake-interface-common package.
        # Other parts of those objects are NOT guaranteed to remain
        # stable across new releases.

        # To ensure that the used interfaces are not changing, you should
        # depend on these packages as >=a.b.c,<d with d=a+1 (i.e. pin the
        # dependency on this package to be at least the version at time
        # of development and less than the next major version which would
        # introduce breaking changes).

        # In case of errors outside of jobs, please raise a WorkflowError

    def run_job(self, job: ExecutorJobInterface):
        # Implement here how to run a job.
        # You can access the job's resources, etc.
        # via the job object.
        # After submitting the job, you have to call
        # self.report_job_submission(job_info).
        # with job_info being of type
        # snakemake_interface_executor_plugins.executors.base.SubmittedJobInfo.
        # If required, make sure to pass the job's id to the job_info object, as keyword
        # argument 'external_job_id'.

        ...

    async def check_active_jobs(
        self, active_jobs: List[SubmittedJobInfo]
    ) -> Generator[SubmittedJobInfo, None, None]:
        # Check the status of active jobs.

        # You have to iterate over the given list active_jobs.
        # If you provided it above, each will have its external_jobid set according
        # to the information you provided at submission time.
        # For jobs that have finished successfully, you have to call
        # self.report_job_success(active_job).
        # For jobs that have errored, you have to call
        # self.report_job_error(active_job).
        # This will also take care of providing a proper error message.
        # Usually there is no need to perform additional logging here.
        # Jobs that are still running have to be yielded.
        #
        # For queries to the remote middleware, please use
        # self.status_rate_limiter like this:
        #
        # async with self.status_rate_limiter:
        #    # query remote middleware here
        #
        # To modify the time until the next call of this method,
        # you can set self.next_sleep_seconds here.
        ...

    def cancel_jobs(self, active_jobs: List[SubmittedJobInfo]):
        # Cancel all active jobs.
        # This method is called when Snakemake is interrupted.
        ...

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Built Distribution

File details

Details for the file snakemake_interface_executor_plugins-3.0.1.tar.gz.

File metadata

File hashes

Hashes for snakemake_interface_executor_plugins-3.0.1.tar.gz
Algorithm Hash digest
SHA256 d4cd8691e9d9f82c5c56d2f07851d5ad2e8f7a7c89c31181f4ecd0d1e49e0005
MD5 0b8f247bd5b5d6b70d7dc7b8542b6322
BLAKE2b-256 189528b075e9f15d947ebdbeef7d2a95d087dc1657ad92a42b63337ea7625a48

See more details on using hashes here.

Provenance

File details

Details for the file snakemake_interface_executor_plugins-3.0.1-py3-none-any.whl.

File metadata

File hashes

Hashes for snakemake_interface_executor_plugins-3.0.1-py3-none-any.whl
Algorithm Hash digest
SHA256 6d12c2f9006a7bdea9c4594289f370232af65bab6e7d8cdae12e04c280e50a1f
MD5 9d4a41664aeb5aa9de24d0dd29eb4583
BLAKE2b-256 49ee8d9e9399d1364dde6a3da721e2e33ec9b121be2e5944a23fbf9cb7c536a1

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page