Source code for pyiron.base.job.script

# coding: utf-8
# Copyright (c) Max-Planck-Institut für Eisenforschung GmbH - Computational Materials Design (CM) Department
# Distributed under the terms of "New BSD License", see the LICENSE file.

from __future__ import print_function
import os
import shutil
from pyiron.base.job.generic import GenericJob
from pyiron.base.generic.parameters import GenericParameters

Jobclass to execute python scripts and jupyter notebooks

__author__ = "Jan Janssen"
__copyright__ = (
    "Copyright 2020, Max-Planck-Institut für Eisenforschung GmbH - "
    "Computational Materials Design (CM) Department"
__version__ = "1.0"
__maintainer__ = "Jan Janssen"
__email__ = ""
__status__ = "production"
__date__ = "Sep 1, 2017"

[docs]class ScriptJob(GenericJob): """ The ScriptJob class allows to submit Python scripts and Jupyter notebooks to the pyiron job management system. Args: project (ProjectHDFio): ProjectHDFio instance which points to the HDF5 file the job is stored in job_name (str): name of the job, which has to be unique within the project Attributes: attribute: job_name name of the job, which has to be unique within the project .. attribute:: status execution status of the job, can be one of the following [initialized, appended, created, submitted, running, aborted, collect, suspended, refresh, busy, finished] .. attribute:: job_id unique id to identify the job in the pyiron database .. attribute:: parent_id job id of the predecessor job - the job which was executed before the current one in the current job series .. attribute:: master_id job id of the master job - a meta job which groups a series of jobs, which are executed either in parallel or in serial. .. attribute:: child_ids list of child job ids - only meta jobs have child jobs - jobs which list the meta job as their master .. attribute:: project Project instance the jobs is located in .. attribute:: project_hdf5 ProjectHDFio instance which points to the HDF5 file the job is stored in .. attribute:: job_info_str short string to describe the job by it is job_name and job ID - mainly used for logging .. attribute:: working_directory working directory of the job is executed in - outside the HDF5 file .. attribute:: path path to the job as a combination of absolute file system path and path within the HDF5 file. .. attribute:: version Version of the hamiltonian, which is also the version of the executable unless a custom executable is used. .. attribute:: executable Executable used to run the job - usually the path to an external executable. .. attribute:: library_activated For job types which offer a Python library pyiron can use the python library instead of an external executable. .. attribute:: server Server object to handle the execution environment for the job. .. attribute:: queue_id the ID returned from the queuing system - it is most likely not the same as the job ID. .. attribute:: logger logger object to monitor the external execution and internal pyiron warnings. .. attribute:: restart_file_list list of files which are used to restart the calculation from these files. .. attribute:: job_type Job type object with all the available job types: ['ExampleJob', 'SerialMaster', 'ParallelMaster', 'ScriptJob', 'ListMaster'] .. attribute:: script_path the absolute path to the python script """ def __init__(self, project, job_name): super(ScriptJob, self).__init__(project, job_name) self.__version__ = "0.1" self.__name__ = "Script" self._script_path = None self.input = GenericParameters(table_name="custom_dict") @property def script_path(self): """ Python script path Returns: str: absolute path to the python script """ return self._script_path @script_path.setter def script_path(self, path): """ Python script path Args: path (str): relative or absolute path to the python script or a corresponding notebook """ if isinstance(path, str): self._script_path = self._get_abs_path(path) self.executable = self._executable_command( working_directory=self.working_directory, script_path=self._script_path ) else: raise TypeError( "path should be a string, but ", path, " is a ", type(path), " instead." )
[docs] def set_input_to_read_only(self): """ This function enforces read-only mode for the input classes, but it has to be implement in the individual classes. """ self.input.read_only = True
[docs] def to_hdf(self, hdf=None, group_name=None): """ Store the ScriptJob in an HDF5 file Args: hdf (ProjectHDFio): HDF5 group object - optional group_name (str): HDF5 subgroup name - optional """ super(ScriptJob, self).to_hdf(hdf=hdf, group_name=group_name) with"input") as hdf5_input: hdf5_input["path"] = self._script_path self.input.to_hdf(hdf5_input)
[docs] def from_hdf(self, hdf=None, group_name=None): """ Restore the ScriptJob from an HDF5 file Args: hdf (ProjectHDFio): HDF5 group object - optional group_name (str): HDF5 subgroup name - optional """ super(ScriptJob, self).from_hdf(hdf=hdf, group_name=group_name) with"input") as hdf5_input: try: self.script_path = hdf5_input["path"] self.input.from_hdf(hdf5_input) except TypeError: pass
[docs] def write_input(self): """ Copy the script to the working directory - only python scripts and jupyter notebooks are supported """ file_name = os.path.basename(self._script_path) shutil.copyfile( src=self._script_path, dst=os.path.join(self.working_directory, file_name) )
[docs] def collect_output(self): """ Collect output function updates the master ID entries for all the child jobs created by this script job, if the child job is already assigned to an master job nothing happens - master IDs are not overwritten. """ for job in self.project.iter_jobs(recursive=False, convert_to_object=False): pr_job = os.path.relpath(job.working_directory, self.project.path) ) for subjob_id in pr_job.get_job_ids(recursive=False): if pr_job.db.get_item_by_id(subjob_id)["masterid"] is None: pr_job.db.item_update({"masterid": str(job.job_id)}, subjob_id)
[docs] def run_if_lib(self): """ Compatibility function - but library run mode is not available """ raise NotImplementedError( "Library run mode is not implemented for script jobs." )
[docs] def collect_logfiles(self): """ Compatibility function - but no log files are being collected """ pass
@staticmethod def _executable_command(working_directory, script_path): """ internal function to generate the executable command to either use jupyter or python Args: working_directory (str): working directory of the current job script_path (str): path to the script which should be executed in the working directory Returns: str: executable command """ file_name = os.path.basename(script_path) path = os.path.join(working_directory, file_name) if file_name[-6:] == ".ipynb": return ( "jupyter nbconvert --ExecutePreprocessor.timeout=9999999 --to notebook --execute " + path ) elif file_name[-3:] == ".py": return "python " + path else: raise ValueError("Filename not recognized: ", path) def _executable_activate_mpi(self): """ Internal helper function to switch the executable to MPI mode """ pass @staticmethod def _get_abs_path(path): """ internal function to convert absolute or relative paths to absolute paths, using os.path.normpath, os.path.abspath and os.path.curdir Args: path (str): relative or absolute path Returns: str: absolute path """ return os.path.normpath(os.path.join(os.path.abspath(os.path.curdir), path))