def main():
file_name_labeled_examples = 'D:\\KUL\\KUL MAI\\Masterproef\\data\\ACE-examples-data\\ace\\mach\\keys\\mach.kb'
file_name_settings = 'D:\\KUL\\KUL MAI\\Masterproef\\data\\ACE-examples-data\\ace\\mach\\keys\\mach.s'
file_name_background = 'D:\\KUL\\KUL MAI\\Masterproef\\data\\ACE-examples-data\\ace\\mach\\keys\mach.bg'
use_clausedb = True
use_mle = False
debug_printing_example_parsing = False
debug_printing_tree_building = False
debug_printing_tree_pruning = False
debug_printing_program_conversion = False
debug_printing_get_classifier = False
debug_printing_classification = True
parsed_settings = KeysSettingsParser().parse(file_name_settings)
treebuilder_type = TreeBuilderType.DETERMINISTIC
# background_knowledge = parse_background_knowledge(file_name_background)
if use_clausedb:
internal_ex_format = InternalExampleFormat.CLAUSEDB
else:
internal_ex_format = InternalExampleFormat.SIMPLEPROGRAM
run_keys(file_name_labeled_examples, parsed_settings, internal_ex_format, treebuilder_type,
fname_background_knowledge=file_name_background,
debug_printing_example_parsing=debug_printing_example_parsing,
debug_printing_tree_building=debug_printing_tree_building,
debug_printing_tree_pruning=debug_printing_tree_pruning,
debug_printing_program_conversion=debug_printing_program_conversion,
debug_printing_get_classifier=debug_printing_get_classifier,
debug_printing_classification=debug_printing_classification
)
def main():
project_dir = '/home/joschout/Repos/tilde'
dataset_name = 'mach'
data_dir = os.path.join(project_dir, 'ACE-examples-data', dataset_name)
keys_or_examples = 'keys'
file_name_settings = os.path.join(data_dir, keys_or_examples, dataset_name + '.s')
file_name_background = os.path.join(data_dir, keys_or_examples, dataset_name + '.bg')
file_name_labeled_examples = os.path.join(data_dir, keys_or_examples, dataset_name + '.kb')
use_clausedb = True
use_mle = False
debug_printing_example_parsing = False
debug_printing_tree_building = False
debug_printing_tree_pruning = False
debug_printing_program_conversion = False
debug_printing_get_classifier = False
debug_printing_classification = True
parsed_settings = KeysSettingsParser().parse(file_name_settings)
treebuilder_type = TreeBuilderType.DETERMINISTIC
# background_knowledge = parse_background_knowledge(file_name_background)
if use_clausedb:
internal_ex_format = InternalExampleFormat.CLAUSEDB
else:
internal_ex_format = InternalExampleFormat.SIMPLEPROGRAM
run_keys(file_name_labeled_examples, parsed_settings, internal_ex_format, treebuilder_type,
fname_background_knowledge=file_name_background,
debug_printing_example_parsing=debug_printing_example_parsing,
debug_printing_tree_building=debug_printing_tree_building,
debug_printing_tree_pruning=debug_printing_tree_pruning,
debug_printing_program_conversion=debug_printing_program_conversion,
debug_printing_get_classifier=debug_printing_get_classifier,
debug_printing_classification=debug_printing_classification
)
from mai_version.run.run_keys import run_keys
from mai_version.trees.TreeBuilder import TreeBuilderType
file_name_labeled_examples = '/home/joschout/Documents/tilde_data/ACE-examples-data/ace/bongard/keys/bongard.kb'
file_name_settings = '/home/joschout/Documents/tilde_data/ACE-examples-data/ace/bongard/keys/bongard.s'
use_clausedb = True
debug_printing_example_parsing = False
debug_printing_tree_building = False
debug_printing_tree_pruning = False
debug_printing_program_conversion = True
debug_printing_get_classifier = False
debug_printing_classification = False
parsed_settings = KeysSettingsParser().parse(file_name_settings)
treebuilder_type = TreeBuilderType.DETERMINISTIC
if use_clausedb:
internal_ex_format = InternalExampleFormat.CLAUSEDB
else:
internal_ex_format = InternalExampleFormat.SIMPLEPROGRAM
times = []
#
for i in range(0, 10):
#
start = timeit.default_timer()
run_keys(
"""
from typing import Dict
from problog.logic import Constant
from problog.program import PrologString, SimpleProgram
from mai_version.IO.parsing_settings.setting_parser import KeysSettingsParser
from mai_version.IO.parsing_settings.utils import FileSettings
fname_kb = "D:\\KUL\\KUL MAI\\Masterproef\\TILDE\\tilde\\fold\\data\\sisya\\t-0-0-0\\sisy.kb"
fname_s = "D:\\KUL\\KUL MAI\\Masterproef\\TILDE\\tilde\\fold\\data\\sisya\\t-0-0-0\\sisy.s"
parsed_settings = KeysSettingsParser().parse(fname_s) # type: FileSettings
language = parsed_settings.language
kb_pstr = PrologString(fname_kb)
example_key_type_name = "ptid"
example_databases = {} # type: Dict[Constant, SimpleProgram]
# for statement in kb_pstr:
#
#
nb_folds=nb_folds,
fold_suffix=fold_suffix)
# -- create output directory
if not os.path.exists(file_name_data.output_dir):
os.makedirs(file_name_data.output_dir)
print("start bongard4")
save_stdout = sys.stdout
if hide_printouts:
sys.stdout = open(os.devnull, "w")
# read in the fold information
# read in the examples
parsed_settings = KeysSettingsParser().parse(file_name_data.fname_settings)
language = parsed_settings.language # type: TypeModeLanguage
# TODO: unify this with models --> let models use a prediction goal predicate label()
prediction_goal_handler = parsed_settings.get_prediction_goal_handler(
) # type: KeysPredictionGoalHandler
prediction_goal = prediction_goal_handler.get_prediction_goal(
) # type: Term
print('=== START parsing background ===')
background_knowledge_wrapper \
= parse_background_knowledge_keys(file_name_data.fname_background,
prediction_goal) # type: BackgroundKnowledgeWrapper
full_background_knowledge_sp \