Task schemas

collate_results

Inputs

parameter	type	default
g	-	-
x	-	-
all_g	-	None
all_x	-	None
all_accept	-	None
p_0	-	-

Outputs

parameter	type
chain_seeds	-
chain_g	-
threshold	-
num_chains	-
num_failed	-
level_pf	-
level_cov	-
pf	-
is_finished	-
accept_rate	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/collate_results.py>>
	script exe:	python_script
	script data-in:	'direct' g {'all_iterations': True} all_g all_x p_0 x all_accept
	script data-out:	'direct' num_failed is_finished chain_g chain_seeds num_chains threshold level_pf level_cov accept_rate pf
	commands: 0 exe: <<executable:python_script>>

define_load_case

Description

Pseudo-task for defining a load case as a literal value in the workflow.

Inputs

parameter	type	default
load_case	LoadCase	-

Outputs

This task schema has no output parameters.

Actions

This task schema has no actions.

define_microstructure_seeds

Inputs

parameter	type	default
microstructure_seeds	MicrostructureSeeds	-

Outputs

This task schema has no output parameters.

Actions

This task schema has no actions.

define_orientations

Inputs

parameter	type	default
orientations	Orientations	-

Outputs

This task schema has no output parameters.

Actions

This task schema has no actions.

dummy_pre_processor

Inputs

parameter	type	default
x	-	-

Outputs

parameter	type
y	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	python_env
	script:	<<script:uq/dummy_pre_processor.py>>
	script exe:	python_script
	script data-in:	'direct' x
	script data-out:	'direct' y
	commands: 0 exe: <<executable:python_script>>

dump_all_yield_stresses

Description

Dump yield stresses.

Inputs

parameter	type	default
VE_response	dict	-
yield_point	float	-
dump_path	str | path	-

Outputs

This task schema has no output parameters.

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/dump_all_yield_stresses.py>>
	script exe:	python_script
	script data-in:	'direct' yield_point dump_path VE_response
	commands: 0 exe: <<executable:python_script>>

evaluate_limit_state_normal_sum

Inputs

parameter	type	default
x	-	-
sum_y	-	-
target_pf	-	-
dimension	-	-

Outputs

parameter	type
g	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	python_env
	script:	<<script:uq/evaluate_limit_state_normal_sum.py>>
	script exe:	python_script
	script data-in:	'direct' x sum_y dimension target_pf
	script data-out:	'direct' g
	commands: 0 exe: <<executable:python_script>>

evaluate_yield_stress_limit_state

Inputs

parameter	type	default
x	-	-
threshold_yield_stress	-	-
yield_stress	-	-

Outputs

parameter	type
g	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/evaluate_yield_stress_limit_state.py>>
	script exe:	python_script
	script data-in:	'direct' threshold_yield_stress x yield_stress
	script data-out:	'direct' g
	commands: 0 exe: <<executable:python_script>>

fit_single_crystal_parameters

Description

Fit crystal parameters to the tensile test under a volume element model.

Inputs

parameter	type	default
VE_response	dict	-
single_crystal_parameters	SingleCrystalParameters	-
tensile_test	-	-
initial_damping	list	-

Outputs

parameter	type
single_crystal_parameters	SingleCrystalParameters
levenberg_marquardt_fitter	list

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	formable_env
	script:	<<script:formable/fit_single_crystal_parameters.py>>
	script exe:	python_script
	script data-in:	'direct' VE_response {'all_iterations': True} single_crystal_parameters {'all_iterations': True} tensile_test initial_damping
	script data-out:	'direct' single_crystal_parameters levenberg_marquardt_fitter
	commands: 0 exe: <<executable:python_script>>

fit_yield_function

Description

Fit yield functions to volumem element's response model.

Inputs

parameter	type	default
yield_function_name	str	-
yield_point_criteria	-	-
VE_response	dict	-
fit_yield_fixed_parameters	-	None
fit_yield_initial_parameters	-	None
fit_yield_opt_parameters	-	None

Outputs

parameter	type
fitted_yield_functions	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	formable_env
	script:	<<script:formable/fit_yield_function.py>>
	script exe:	python_script
	script data-in:	'direct' yield_point_criteria fit_yield_opt_parameters VE_response[uniaxial] yield_function_name VE_response[multiaxial] fit_yield_initial_parameters fit_yield_fixed_parameters
	script data-out:	'direct' fitted_yield_functions
	commands: 0 exe: <<executable:python_script>>

generate_microstructure_seeds

generate_microstructure_seeds_from_random

Description

Generate seeds for the crystalline microstructure.

Inputs

parameter	type	default
VE_size	list, length: 2 or 3	-
num_grains	int	-
phase_label	str	-

Outputs

parameter	type
microstructure_seeds	MicrostructureSeeds

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/seeds_from_random.py>>
	script exe:	python_script
	script data-in:	'direct' num_grains phase_label VE_size
	script data-out:	'direct' microstructure_seeds
	commands: 0 exe: <<executable:python_script>>

generate_next_state

Inputs

parameter	type	default
x	-	-
prop_std	-	-

Outputs

parameter	type
x	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/generate_next_state.py>>
	script exe:	python_script
	script data-in:	'direct' x prop_std
	script data-out:	'direct' x
	commands: 0 exe: <<executable:python_script>>

generate_next_state_CS

Inputs

parameter	type	default
x	-	-
prop_std	-	-

Outputs

parameter	type
x	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/generate_next_state_CS.py>>
	script exe:	python_script
	script data-in:	'direct' x prop_std
	script data-out:	'direct' x
	commands: 0 exe: <<executable:python_script>>

generate_next_state_ACS

Inputs

parameter	type	default
x	-	-
prop_std	-	-
lambda_	-	-

Outputs

parameter	type
x	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/generate_next_state_ACS.py>>
	script exe:	python_script
	script data-in:	'direct' x prop_std lambda_
	script data-out:	'direct' x
	commands: 0 exe: <<executable:python_script>>

generate_orientations

Description

Generate random crystal orientations.

Inputs

parameter	type	default
num_orientations	int	-

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	python_env
	script:	<<script:main_script_test.py>>
	script exe:	python_script
	script data-in:	'json' num_orientations
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:python_script>>

generate_rve

generate_rve_from_damask_input_files

Inputs

parameter	type	default
geom_path	-	-
material_path	-	-
orientations	Orientations	None

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/generate_volume_element_from_damask_input_files.py>>
	script exe:	python_script
	script data-in:	'direct' geom_path orientations material_path
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

generate_volume_element

generate_volume_element_from_voronoi

Description

Generate a volume element from microstructure seeds using a Voronoi diagram.

Inputs

parameter	type	default
microstructure_seeds	MicrostructureSeeds	-
VE_grid_size	list, length: 2 or 3	-
homog_label	str	'SX'
orientations	Orientations	None
scale_morphology	list, length: 3	None
scale_update_size	bool	'True'

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/generate_volume_element_voronoi.py>>
	script exe:	python_script
	script data-in:	'direct' orientations scale_update_size VE_grid_size homog_label microstructure_seeds scale_morphology
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

generate_volume_element_from_statistics

Description

Generate a volume element from phase statistics.

Inputs

parameter	type	default
grid_size	list, length: 2 or 3	-
phase_statistics	list	-
resolution	list	None
size	list, length: 2 or 3	None
origin	list, length: 2 or 3	None
periodic	bool	'True'
precipitates	bool	None
orientations	Orientations	None

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	check missing: 'output_files.dream_3D_hdf5_file' check missing: 'input_files.dream_3D_pipeline'
	scope:	input_file_generator[file=dream_3D_pipeline]
	environment:	dream_3D_env
	input file:	dream_3D_pipeline
	inputs:	grid_size, resolution, size, origin, periodic, phase_statistics, precipitates, orientations
	script:	<<script:dream_3D/generate_volume_element_statistics.py>>
	script exe:	python_script
	script data-in:	'direct' grid_size origin resolution phase_statistics orientations periodic size precipitates
	commands: 0 exe: <<executable:python_script>>
1	rules:	check missing: 'output_files.dream_3D_hdf5_file'
	scope:	main
	environment:	dream_3D_env
	commands: 0 cmd: <<executable:dream_3D_runner>> --pipeline ${PWD}/pipeline.json
2	rules:	check missing: 'output_files.dream_3D_hdf5_file'
	scope:	output_file_parser[output=Parameter(typ='volume_element')]
	environment:	dream_3D_env
	output:	volume_element
	output files:	dream_3D_hdf5_file
	script:	<<script:dream_3D/parse_dream_3D_volume_element.py>>
	script exe:	python_script
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

generate_volume_element_extrusion

Description

Generate a volume element by extrusion of a 2D model.

Inputs

parameter	type	default
microstructure_image	dict	-
depth	int	-
image_axes	list	-
homog_label	str	-
phase_label	str	None
phase_label_mapping	dict	None

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/generate_volume_element_extrusion.py>>
	script exe:	python_script
	script data-in:	'direct' depth phase_label_mapping homog_label microstructure_image image_axes phase_label
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

generate_volume_element_from_voronoi_random_variates

Inputs

parameter	type	default
x	-	-
VE_grid_size	list, length: 2 or 3	-
VE_size	list, length: 2 or 3	-
phase_label	str	-
homog_label	str	'SX'
scale_morphology	list, length: 3	None
scale_update_size	bool	'True'

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/generate_volume_element_voronoi_variates.py>>
	script exe:	python_script
	script data-in:	'direct' scale_update_size VE_grid_size homog_label VE_size x phase_label scale_morphology
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

increment_chain

Inputs

parameter	type	default
x	-	-
g	-	-
all_x	-	-
all_g	-	-
all_accept	-	-
threshold	-	-

Outputs

parameter	type
x	-
g	-
all_x	-
all_g	-
all_accept	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/increment_chain.py>>
	script exe:	python_script
	script data-in:	'direct' all_g threshold all_x x g all_accept
	script data-out:	'direct' all_g all_x x g all_accept
	commands: 0 exe: <<executable:python_script>>

increment_chain_inner

Inputs

parameter	type	default
x	-	-
g	-	-
threshold	-	-
all_x	-	-
all_g	-	-
all_x_inner	-	None
all_g_inner	-	None

Outputs

parameter	type
x	-
all_x_inner	-
all_g_inner	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/increment_chain_inner.py>>
	script exe:	python_script
	script data-in:	'direct' all_g threshold all_x all_x_inner all_g_inner x g
	script data-out:	'direct' x all_x_inner all_g_inner
	commands: 0 exe: <<executable:python_script>>

initialise_markov_chains

Inputs

parameter	type	default
chain_index	-	-
chain_seeds	-	-
chain_g	-	-

Outputs

parameter	type
x	-
g	-
all_x	-
all_g	-
all_accept	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/initialise_markov_chains.py>>
	script exe:	python_script
	script data-in:	'direct' chain_index chain_g chain_seeds
	script data-out:	'direct' all_g all_x x g all_accept
	commands: 0 exe: <<executable:python_script>>

initialise_markov_chains_ACS

Inputs

parameter	type	default
chain_index	-	-
chain_seeds	-	-
chain_g	-	-
all_x	-	-
all_g	-	-
num_chains_per_update	-	-
all_accept	-	-

Outputs

parameter	type
x	-
g	-
all_x	-
all_g	-
all_accept	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/initialise_markov_chains_ACS.py>>
	script exe:	python_script
	script data-in:	'direct' chain_index {'all_iterations': True} num_chains_per_update chain_g all_g chain_seeds all_x all_accept
	script data-out:	'direct' all_g all_x x g all_accept
	commands: 0 exe: <<executable:python_script>>

load_microstructure

load_microstructure_EBSD_DIC

Description

Get a 2D microstructure model from a differential interference contrast microscopy image.

Inputs

parameter	type	default
DIC	dict	-
EBSD	dict	-
root_path	str | path	-
transform_type	str	'affine'
scaling_factor	int | float	'1'
find_grains_algorithm	str, ('warp' | 'floodfill')	'warp'

Outputs

parameter	type
microstructure_image	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	defdap_env
	script:	<<script:defdap/load_microstructure_EBSD_DIC.py>>
	script exe:	python_script
	script data-in:	'direct' DIC root_path scaling_factor EBSD transform_type find_grains_algorithm
	script data-out:	'direct' microstructure_image
	commands: 0 exe: <<executable:python_script>>

load_microstructure_EBSD

Description

Get a 2D microstructure model from an electron backscatter diffraction microscopy image.

Inputs

parameter	type	default
EBSD	dict	-
root_path	str | path	-
scaling_factor	int | float	'1'

Outputs

parameter	type
microstructure_image	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	defdap_env
	script:	<<script:defdap/load_microstructure_EBSD.py>>
	script exe:	python_script
	script data-in:	'direct' EBSD scaling_factor root_path
	script data-out:	'direct' microstructure_image
	commands: 0 exe: <<executable:python_script>>

model_sum_x

Inputs

parameter	type	default
y	-	-

Outputs

parameter	type
sum_y	-

Actions[show ↓hide ↑]

0	rules:	resources.os_name: {'value.equal_to': 'nt'}
	scope:	main
	environment:	null_env
	commands: 0 cmd: Write-Output $(<<join[delim=" + "](parameter:y)>>) out: <<float(parameter:sum_y)>>
1	rules:	resources.os_name: {'value.equal_to': 'posix'}
	scope:	main
	environment:	null_env
	commands: 0 cmd: echo 'print(<<join[delim=" + "](parameter:y)>>)' | python out: <<float(parameter:sum_y)>>

modify_VE

modify_VE_add_buffer_zones

Description

Modify a volume element to add buffer zones around it.

Inputs

parameter	type	default
volume_element	dict	-
buffer_sizes	list, length: 6	-
phase_ids	list, length: 6	-
phase_labels	list, length: 6	-
homog_label	str	-
order	list, length: 3	None

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/add_VE_buffer_zones.py>>
	script exe:	python_script
	script data-in:	'direct' phase_labels buffer_sizes homog_label phase_ids volume_element order
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

modify_VE_grid_size

Description

Modify a volume element to alter the grid size.

Inputs

parameter	type	default
volume_element	dict	-
new_grid_size	list, length: 2 or 3	-

Outputs

parameter	type
volume_element	dict

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/modify_VE_grid_size.py>>
	script exe:	python_script
	script data-in:	'direct' volume_element new_grid_size
	script data-out:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>

read_tensile_test

read_tensile_test_from_CSV

Description

Read tensile test data from CSV.

Inputs

parameter	type	default
CSV_file_path	str | path	-
CSV_arguments	dict	-
eng_stress_col_index	int	None
eng_strain_col_index	int	None
true_stress_col_index	int	None
true_strain_col_index	int	None
stress_units	str, ('Pa' | 'MPa' | 'GPa')	'Pa'
plastic_range	list, length: 2	None

Outputs

parameter	type
tensile_test	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	formable_env
	script:	<<script:formable/read_tensile_test_CSV.py>>
	script exe:	python_script
	script data-in:	'direct' true_strain_col_index true_stress_col_index plastic_range eng_strain_col_index stress_units eng_stress_col_index CSV_arguments CSV_file_path
	script data-out:	'direct' tensile_test
	commands: 0 exe: <<executable:python_script>>

sample_direct_MC

Inputs

parameter	type	default
dimension	-	-

Outputs

parameter	type
x	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/sample_direct_MC.py>>
	script exe:	python_script
	script data-in:	'direct' dimension
	script data-out:	'direct' x
	commands: 0 exe: <<executable:python_script>>

sample_orientations

sample_orientations_from_CTF_file_mtex

Description

Get sample of crystal orientations from a contrast transfer function file.

Inputs

parameter	type	default
compile	bool	'False'
CTF_file_path	str | path	-
specimen_symmetry	str	-
EBSD_phase	str	-
num_orientations	int	-
EBSD_reference_frame_transformation	str, ('euler_to_spatial' | 'spatial_to_euler' | 'convertEuler2SpatialReferenceFrame' | 'convertSpatial2EulerReferenceFrame')	'euler_to_spatial'
EBSD_rotation	dict	None

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_orientations_CTF.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_orientations_CTF
	script exe:	run_compiled_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation EBSD_phase num_orientations compile CTF_file_path
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_orientations_CTF.m>>
	script exe:	run_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation EBSD_phase num_orientations compile CTF_file_path
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_orientations_from_CRC_file_mtex

Description

Get sample of crystal orientations from a channel reconstruction file.

Inputs

parameter	type	default
compile	bool	'False'
CRC_file_path	str | path	-
specimen_symmetry	str	-
EBSD_phase	str	-
num_orientations	int	-
EBSD_reference_frame_transformation	str, ('euler_to_spatial' | 'spatial_to_euler' | 'convertEuler2SpatialReferenceFrame' | 'convertSpatial2EulerReferenceFrame')	'euler_to_spatial'
EBSD_rotation	dict	None

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_orientations_CRC.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_orientations_CRC
	script exe:	run_compiled_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation CRC_file_path EBSD_phase num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_orientations_CRC.m>>
	script exe:	run_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation CRC_file_path EBSD_phase num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_texture

sample_texture_from_CTF_file_mtex

Description

Extract the crystal orientations from a CTF file.

Inputs

parameter	type	default
compile	bool	'False'
CTF_file_path	str | path	-
specimen_symmetry	str	-
EBSD_phase	str	-
num_orientations	int	-
EBSD_reference_frame_transformation	str, ('euler_to_spatial' | 'spatial_to_euler' | 'convertEuler2SpatialReferenceFrame' | 'convertSpatial2EulerReferenceFrame')	'euler_to_spatial'
EBSD_rotation	dict	None

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_CTF.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_texture_CTF
	script exe:	run_compiled_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation EBSD_phase num_orientations compile CTF_file_path
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_CTF.m>>
	script exe:	run_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation EBSD_phase num_orientations compile CTF_file_path
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_texture_from_CRC_file_mtex

Description

Extract the crystal orientations from a channel reconstruction file.

Inputs

parameter	type	default
compile	bool	'False'
CRC_file_path	str | path	-
specimen_symmetry	str	-
EBSD_phase	str	-
num_orientations	int	-
EBSD_reference_frame_transformation	str, ('euler_to_spatial' | 'spatial_to_euler' | 'convertEuler2SpatialReferenceFrame' | 'convertSpatial2EulerReferenceFrame')	'euler_to_spatial'
EBSD_rotation	dict	None

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_CRC.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_texture_CRC
	script exe:	run_compiled_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation CRC_file_path EBSD_phase num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_CRC.m>>
	script exe:	run_mtex
	script data-in:	'json' EBSD_reference_frame_transformation specimen_symmetry EBSD_rotation CRC_file_path EBSD_phase num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_texture_from_ODF_mat_file_mtex

Description

Extract the crystal orientations from an ODF material file.

Inputs

parameter	type	default
compile	bool	'False'
ODF_mat_file_path	str | path	-
num_orientations	int	-

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_ODF_mat.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_texture_ODF_mat
	script exe:	run_compiled_mtex
	script data-in:	'json' ODF_mat_file_path num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_ODF_mat.m>>
	script exe:	run_mtex
	script data-in:	'json' ODF_mat_file_path num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_texture_from_model_ODF_mtex

Description

Extract the crystal orientations from a model ODF file.

Inputs

parameter	type	default
num_orientations	int	-
crystal_symmetry	str	-
specimen_symmetry	str	-
ODF_components	list	-
compile	bool	'False'

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_model_ODF.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_texture_model_ODF
	script exe:	run_compiled_mtex
	script data-in:	'json' specimen_symmetry crystal_symmetry ODF_components num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_model_ODF.m>>
	script exe:	run_mtex
	script data-in:	'json' specimen_symmetry crystal_symmetry ODF_components num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

sample_texture_random_mtex

Description

Get sample of crystal orientations by generation from a random model.

Inputs

parameter	type	default
compile	bool	'False'
specimen_symmetry	str	-
num_orientations	int	-
crystal_symmetry	str	-

Outputs

parameter	type
orientations	Orientations

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_random.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	sample_texture_random
	script exe:	run_compiled_mtex
	script data-in:	'json' crystal_symmetry specimen_symmetry num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/sample_texture_random.m>>
	script exe:	run_mtex
	script data-in:	'json' crystal_symmetry specimen_symmetry num_orientations compile
	script data-out:	'hdf5' orientations
	commands: 0 exe: <<executable:run_mtex>>

simulate_VE_loading

simulate_VE_loading_damask

Description

Simulate applying a load case to a volume element.

Inputs

parameter	type	default
volume_element	dict	-
load_case	LoadCase	-
homogenization	dict	-
damask_phases	dict	-
damask_post_processing	list	-
VE_response_data	dict	-
damask_viz	-	None
single_crystal_parameters	SingleCrystalParameters	None
damask_solver	dict	None
damask_numerics	dict	None
calculate_yield_stress	-	None
remove_damask_hdf5	-	'False'

Outputs

parameter	type
damask_log	dict
damask_post_processing_result	-
VE_response	dict
damask_viz_result	-
yield_stress	-

Actions[show ↓hide ↑]

0	rules:	check missing: 'output_files.damask_stdout_file' check missing: 'output_files.damask_hdf5_file' check missing: 'input_files.damask_geom_file'
	scope:	input_file_generator[file=damask_geom_file]
	environment:	damask_parse_env
	input file:	damask_geom_file
	inputs:	volume_element
	script:	<<script:damask/write_geom.py>>
	script exe:	python_script
	script data-in:	'direct' volume_element
	commands: 0 exe: <<executable:python_script>>
1	rules:	check missing: 'output_files.damask_stdout_file' check missing: 'output_files.damask_hdf5_file' check missing: 'input_files.damask_load_file'
	scope:	input_file_generator[file=damask_load_file]
	environment:	damask_parse_env
	input file:	damask_load_file
	inputs:	load_case, damask_solver
	script:	<<script:damask/write_load.py>>
	script exe:	python_script
	script data-in:	'direct' damask_solver load_case
	commands: 0 exe: <<executable:python_script>>
2	rules:	check missing: 'output_files.damask_stdout_file' check missing: 'output_files.damask_hdf5_file' check missing: 'input_files.damask_material_file'
	scope:	input_file_generator[file=damask_material_file]
	environment:	damask_parse_env
	input file:	damask_material_file
	inputs:	volume_element, homogenization, damask_phases, single_crystal_parameters
	script:	<<script:damask/write_material.py>>
	script exe:	python_script
	script data-in:	'direct' single_crystal_parameters damask_phases volume_element homogenization
	commands: 0 exe: <<executable:python_script>>
3	rules:	check missing: 'output_files.damask_stdout_file' check missing: 'output_files.damask_hdf5_file' check missing: 'input_files.damask_numerics_file' inputs.damask_numerics: {'value.not_equal_to': None}
	scope:	input_file_generator[file=damask_numerics_file]
	environment:	damask_parse_env
	input file:	damask_numerics_file
	inputs:	damask_numerics
	script:	<<script:damask/write_numerics.py>>
	script exe:	python_script
	script data-in:	'direct' damask_numerics
	commands: 0 exe: <<executable:python_script>>
4	rules:	check missing: 'output_files.damask_stdout_file' check missing: 'output_files.damask_hdf5_file'
	scope:	main
	environment:	damask_env
	commands: 0 cmd: <<executable:damask_grid>> --load load.yaml --geom geom.vti out: stdout.log err: stderr.log
5	rules:	check missing: 'output_files.damask_stdout_file'
	scope:	output_file_parser[output=Parameter(typ='damask_log')]
	environment:	damask_parse_env
	output:	damask_log
	output files:	damask_stdout_file
	script:	<<script:damask/read_log.py>>
	script exe:	python_script
	script data-out:	'direct' damask_log
	commands: 0 exe: <<executable:python_script>>
6	rules:	check missing: 'output_files.damask_hdf5_file'
	scope:	output_file_parser[output=Parameter(typ='damask_post_processing_result')]
	environment:	damask_parse_env
	output:	damask_post_processing_result
	output files:	damask_hdf5_file
	script:	<<script:damask/process_damask_HDF5.py>>
	script exe:	python_script
	script data-in:	'direct' damask_post_processing
	script data-out:	'direct' damask_post_processing_result
	commands: 0 exe: <<executable:python_script>>
7	rules:	check missing: 'output_files.damask_hdf5_file'
	scope:	output_file_parser[output=Parameter(typ='VE_response')]
	environment:	damask_parse_env
	output:	VE_response
	output files:	damask_hdf5_file
	script:	<<script:damask/extract_damask_HDF5.py>>
	script exe:	python_script
	script data-in:	'direct' VE_response_data
	script data-out:	'direct' VE_response
	commands: 0 exe: <<executable:python_script>>
8	rules:	check missing: 'output_files.damask_hdf5_file' inputs.damask_viz: {'value.not_equal_to': None}
	scope:	output_file_parser[output=Parameter(typ='damask_viz_result')]
	environment:	damask_parse_env
	output:	damask_viz_result
	output files:	damask_hdf5_file
	script:	<<script:damask/viz_damask_HDF5.py>>
	script exe:	python_script
	script data-in:	'direct' damask_viz
	script data-out:	'direct' VE_response damask_viz_result
	commands: 0 exe: <<executable:python_script>>
9	rules:	check missing: 'output_files.damask_hdf5_file' inputs.calculate_yield_stress: {'value.not_equal_to': None}
	scope:	output_file_parser[output=Parameter(typ='yield_stress')]
	environment:	damask_parse_env
	output:	yield_stress
	output files:	damask_hdf5_file
	script:	<<script:damask/get_yield_stress.py>>
	script exe:	python_script
	script data-in:	'direct' calculate_yield_stress remove_damask_hdf5
	script data-out:	'direct' yield_stress VE_response
	commands: 0 exe: <<executable:python_script>>

simulate_VE_loading_damask_HC

Description

Simulate applying a load case to a volume element. High-concurrency mode.

Inputs

parameter	type	default
volume_element	dict	-
load_case	LoadCase	-
homogenization	dict	-
damask_phases	dict	-
damask_post_processing	list	-
VE_response_data	dict	-
damask_viz	-	None
single_crystal_parameters	SingleCrystalParameters	None
damask_solver	dict	None
damask_numerics	dict	None

Outputs

parameter	type
VE_response	dict

Actions[show ↓hide ↑]

0	rules:	check missing: 'output_files.damask_hdf5_file' check missing: 'input_files.damask_geom_file'
	scope:	input_file_generator[file=damask_geom_file]
	environment:	damask_parse_env
	input file:	damask_geom_file
	inputs:	volume_element, load_case, damask_solver, homogenization, damask_phases, single_crystal_parameters, damask_numerics
	script:	<<script:damask/high_concurrency/write_input_files.py>>
	script exe:	python_script
	script data-in:	'direct' damask_numerics damask_phases volume_element load_case single_crystal_parameters damask_solver homogenization
	commands: 0 exe: <<executable:python_script>>
1	rules:	check missing: 'output_files.damask_hdf5_file'
	scope:	main
	environment:	damask_env
	commands: 0 cmd: <<executable:damask_grid>> --load load.yaml --geom geom.vti out: stdout.log err: stderr.log
2	rules:	check missing: 'output_files.damask_hdf5_file'
	scope:	output_file_parser[output=Parameter(typ='VE_response')]
	environment:	damask_parse_env
	output:	VE_response
	output files:	damask_hdf5_file
	script:	<<script:damask/high_concurrency/process_HDF5.py>>
	script exe:	python_script
	script data-in:	'direct' damask_viz VE_response_data damask_post_processing
	script data-out:	'direct' VE_response
	commands: 0 exe: <<executable:python_script>>

system_analysis

Inputs

parameter	type	default
x	-	-

Outputs

parameter	type
g	-

Actions

This task schema has no actions.

system_analysis_16

Inputs

parameter	type	default
x	-	-

Outputs

parameter	type
g	-

Actions

This task schema has no actions.

system_analysis_32

Inputs

parameter	type	default
x	-	-

Outputs

parameter	type
g	-

Actions

This task schema has no actions.

system_analysis_DA_coarse

Inputs

parameter	type	default
x	-	-
x_0	-	-
stddev	-	-
y_star	-	-

Outputs

parameter	type
g	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	python_env
	script:	<<script:uq/system_analysis_toy_model_DA_coarse.py>>
	script exe:	python_script
	script data-in:	'direct' y_star x x_0 stddev
	script data-out:	'direct' g
	commands: 0 exe: <<executable:python_script>>

system_analysis_DA_fine

Inputs

parameter	type	default
x	-	-
x_0	-	-
stddev	-	-
y_star	-	-

Outputs

parameter	type
g	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	python_env
	script:	<<script:uq/system_analysis_toy_model_DA_fine.py>>
	script exe:	python_script
	script data-in:	'direct' y_star x x_0 stddev
	script data-out:	'direct' g
	commands: 0 exe: <<executable:python_script>>

system_analysis_toy_model

Inputs

parameter	type	default
x	-	-
target_pf	-	-
dimension	-	-

Outputs

parameter	type
g	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/system_analysis_toy_model.py>>
	script exe:	python_script
	script data-in:	'direct' x dimension target_pf
	script data-out:	'direct' g
	commands: 0 exe: <<executable:python_script>>

update_proposal

Inputs

parameter	type	default
lambda_	-	'1.0'
all_accept	-	None
all_x	-	None
all_g	-	None

Outputs

parameter	type
lambda_	-
all_x	-
all_g	-
all_accept	-

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:uq/update_proposal.py>>
	script exe:	python_script
	script data-in:	'direct' lambda_ {'all_iterations': True} all_x all_accept all_g
	script data-out:	'direct' all_x all_accept lambda_ all_g
	commands: 0 exe: <<executable:python_script>>

visualise_VE

visualise_VE_VTK

Description

Visualise a volume element.

Inputs

parameter	type	default
volume_element	dict	-
path	str | path	'geom.vti'

Outputs

This task schema has no output parameters.

Actions[show ↓hide ↑]

0	rules:	-
	scope:	main
	environment:	damask_parse_env
	script:	<<script:damask/write_geom.py>>
	script exe:	python_script
	script data-in:	'direct' path volume_element
	commands: 0 exe: <<executable:python_script>>

visualise_multi_orientations

visualise_multi_orientations_inverse_pole_figure_mtex

Inputs

parameter	type	default
orientations	Orientations	-
crystal_symmetry	str	-
IPF_reference_directions	-	"['z']"
use_contours	bool	'True'
plot_IPF_key	-	'True'
compile	bool	'False'

Outputs

This task schema has no output parameters.

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_inverse_pole_figures.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	plot_inverse_pole_figures
	script exe:	run_compiled_mtex
	script data-in:	'hdf5' orientations 'json' crystal_symmetry use_contours plot_IPF_key compile IPF_reference_directions
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_inverse_pole_figures.m>>
	script exe:	run_mtex
	script data-in:	'hdf5' orientations 'json' crystal_symmetry use_contours plot_IPF_key compile IPF_reference_directions
	commands: 0 exe: <<executable:run_mtex>>

visualise_orientations

visualise_orientations_pole_figure_mtex

Description

Visualise crystal orientations.

Inputs

parameter	type	default
orientations	Orientations	-
crystal_symmetry	str	-
pole_figure_directions	list	-
use_contours	bool	'True'
IPF_reference_direction	str, ('x' | 'y' | 'z')	'z'
colourbar_limits	list, length: 2	None
use_one_colourbar	bool	'False'
plot_IPF_key	-	'True'
compile	bool	'False'

Outputs

This task schema has no output parameters.

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_pole_figures.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	plot_pole_figures
	script exe:	run_compiled_mtex
	script data-in:	'hdf5' orientations 'json' IPF_reference_direction use_one_colourbar crystal_symmetry pole_figure_directions colourbar_limits use_contours plot_IPF_key compile
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_pole_figures.m>>
	script exe:	run_mtex
	script data-in:	'hdf5' orientations 'json' IPF_reference_direction use_one_colourbar crystal_symmetry pole_figure_directions colourbar_limits use_contours plot_IPF_key compile
	commands: 0 exe: <<executable:run_mtex>>

visualise_orientations_inverse_pole_figure_mtex

Inputs

parameter	type	default
orientations	Orientations	-
crystal_symmetry	str	-
IPF_reference_directions	-	"['z']"
use_contours	bool	'True'
plot_IPF_key	-	'True'
compile	bool	'False'

Outputs

This task schema has no output parameters.

Actions[show ↓hide ↑]

0	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_inverse_pole_figures.m>>
	script exe:	compile_mtex
	commands: 0 exe: <<executable:compile_mtex>>
1	rules:	inputs.compile: {'value.equal_to': True}
	scope:	main
	environment:	matlab_env
	script:	plot_inverse_pole_figures
	script exe:	run_compiled_mtex
	script data-in:	'hdf5' orientations 'json' crystal_symmetry use_contours plot_IPF_key compile IPF_reference_directions
	commands: 0 exe: <<executable:run_compiled_mtex>>
2	rules:	inputs.compile: {'value.equal_to': False}
	scope:	main
	environment:	matlab_env
	script:	<<script:mtex/plot_inverse_pole_figures.m>>
	script exe:	run_mtex
	script data-in:	'hdf5' orientations 'json' crystal_symmetry use_contours plot_IPF_key compile IPF_reference_directions
	commands: 0 exe: <<executable:run_mtex>>