Python get_back_end_default Exemples

Exemple #1

# --- directories ---
droot = '/home/joschout/Repos/tilde/data-mai-experiments'
dlogic_relative = 't-0-0-0'
dfold_relative = 'folds'
dout_relative = 'output'

test_and_logic_names = [
    ('mutab0', 'muta-d'),
    ('mutaace1', 'muta-d'),
    ('financial', 'financial-d-mod'),
    ('canc', 'canc-d'),
    ('bongard4', 'bongard'),
]

default_handlers = [
    get_back_end_default(QueryBackEnd.SUBTLE),
    # get_back_end_default(QueryBackEnd.FLGG),
    # get_back_end_default(QueryBackEnd.DJANGO)
]

# --- fold settings ---
fname_prefix_fold = 'test'
fold_start_index = 0
nb_folds = 10
fold_suffix = '.txt'

for test_name, logic_name in test_and_logic_names:

    print('starting experiment', test_name)

    file_name_data = FileNameData(root_dir=droot,

Exemple #2

Fichier : financial_refactor.py Projet : sircanist/tilde

hide_printouts = False

# --- directories ---
droot = '/home/joschout/Repos/tilde/data-mai-experiments'
dlogic_relative = 't-0-0-0'
dfold_relative = 'folds'
dout_relative = 'output'

file_name_data = FileNameData(root_dir=droot,
                              logic_relative_dir=dlogic_relative,
                              fold_relative_dir=dfold_relative,
                              output_relative_dir=dout_relative,
                              test_name=test_name,
                              logic_name=logic_name)

default_handler = get_back_end_default(QueryBackEnd.SUBTLE)

# --- fold settings ---
fname_prefix_fold = 'test'
fold_start_index = 0
nb_folds = 10
fold_suffix = '.txt'

fold_info_controller = FoldInfoController(
    fold_file_directory=file_name_data.fold_dir,
    fold_fname_prefix=fname_prefix_fold,
    fold_start_index=fold_start_index,
    nb_folds=nb_folds,
    fold_suffix=fold_suffix)

run_experiment(file_name_data, fold_info_controller, default_handler,

Exemple #3

dlogic_relative = 't-0-0-0'
dfold_relative = 'folds'
dout_relative = 'output'

test_and_logic_names = [
    ('mutab0', 'muta-d'),
    # ('mutaace1', 'muta-d'),
    # ('financial', 'financial-d-mod'),
    # ('canc', 'canc-d'),
    # ('bongard4', 'bongard'),
]

default_handlers = [
    # get_back_end_default(QueryBackEnd.SUBTLE),
    # get_back_end_default(QueryBackEnd.FLGG),
    get_back_end_default(QueryBackEnd.DJANGO)
]

# --- fold settings ---
fname_prefix_fold = 'test'
fold_start_index = 0
nb_folds = 10
fold_suffix = '.txt'

for test_name, logic_name in test_and_logic_names:

    print('starting experiment', test_name)

    file_name_data = FileNameData(root_dir=droot,
                                  logic_relative_dir=dlogic_relative,
                                  fold_relative_dir=dfold_relative,

Exemple #4

from problog.engine import DefaultEngine

from refactor.io.label_collector import LabelCollectorMapper
from refactor.io.parsing_background_knowledge import parse_background_knowledge_keys
from refactor.io.parsing_examples import KeysExampleBuilder
from refactor.io.parsing_settings.setting_parser import KeysSettingsParser
from refactor.representation.example import InternalExampleFormat
from refactor.back_end_picking import get_back_end_default, QueryBackEnd
from refactor.query_testing_back_end.flgg_py4j.clause_handling import build_clause
from refactor.tilde_essentials.example import Example
from refactor.tilde_essentials.tree import DecisionTree
from refactor.tilde_essentials.verification import verify
from tilde_config import kb_file, s_file

default_handler = get_back_end_default(QueryBackEnd.FLGG)

file_name_labeled_examples = kb_file()
file_name_settings = s_file()

parsed_settings = KeysSettingsParser().parse(file_name_settings)

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
fname_background_knowledge = None

internal_ex_format = InternalExampleFormat.CLAUSEDB

Exemple #5

print('=== START collecting labels ===')
# LABELS
index_of_label_var = prediction_goal_handler.get_predicate_goal_index_of_label_var(
)  # type: int
label_collector = LabelCollectorMapper.get_label_collector(internal_ex_format,
                                                           prediction_goal,
                                                           index_of_label_var,
                                                           engine=engine)
label_collector.extract_labels(training_examples_collection)

possible_labels = label_collector.get_labels()  # type: Set[Label]
possible_labels = list(possible_labels)
print('=== END collecting labels ===\n')

default_handlers = [
    ('django', get_back_end_default(QueryBackEnd.DJANGO)),
    # ('problog-simple', get_back_end_default(QueryBackEnd.SIMPLE_PROGRAM)),
    ('subtle', get_back_end_default(QueryBackEnd.SUBTLE)),
    ('FLGG', get_back_end_default(QueryBackEnd.FLGG))
]

average_run_time_list = []

for name, default_handler in default_handlers:
    # =================================================================================================================

    examples = default_handler.get_transformed_example_list(
        training_examples_collection)

    # =================================================================================================================

Exemple #6

print('=== START collecting labels ===')
# LABELS
index_of_label_var = prediction_goal_handler.get_predicate_goal_index_of_label_var()  # type: int
label_collector = LabelCollectorMapper.get_label_collector(internal_ex_format, prediction_goal, index_of_label_var,
                                                           engine=engine)
label_collector.extract_labels(training_examples_collection)

possible_labels = label_collector.get_labels()  # type: Set[Label]
possible_labels = list(possible_labels)
print('=== END collecting labels ===\n')


default_handlers = [
    # ('django', get_back_end_default(QueryBackEnd.DJANGO)),
    # ('problog-simple', get_back_end_default(QueryBackEnd.SIMPLE_PROGRAM)),
    ('subtle', get_back_end_default(QueryBackEnd.SUBTLE)),
    # ('FLGG', get_back_end_default(QueryBackEnd.FLGG))
]


average_run_time_list = []

for name, default_handler in default_handlers:
    # =================================================================================================================

    examples = default_handler.get_transformed_example_list(training_examples_collection)

    # =================================================================================================================

    run_time_list = []

Exemple #7

Fichier : bongard_keys.py Projet : sircanist/tilde

from problog.engine import DefaultEngine

from refactor.back_end_picking import get_back_end_default, QueryBackEnd
from refactor.tilde_essentials.example import Example
from refactor.tilde_essentials.tree import DecisionTree
from refactor.tilde_essentials.tree_builder import TreeBuilder
from refactor.tilde_essentials.verification import verify
from refactor.query_testing_back_end.django.clause_handling import destruct_tree_tests, build_clause
from refactor.io.label_collector import LabelCollectorMapper
from refactor.io.parsing_background_knowledge import parse_background_knowledge_keys
from refactor.io.parsing_examples import KeysExampleBuilder
from refactor.io.parsing_settings.setting_parser import KeysSettingsParser
from refactor.representation.example import InternalExampleFormat
from tilde_config import kb_file, s_file

default_handler = get_back_end_default(QueryBackEnd.DJANGO)

file_name_labeled_examples = kb_file()
file_name_settings = s_file()

parsed_settings = KeysSettingsParser().parse(file_name_settings)

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
fname_background_knowledge = None

internal_ex_format = InternalExampleFormat.CLAUSEDB

Exemple #8

import time

from problog.engine import DefaultEngine

from refactor.io.label_collector import LabelCollectorMapper
from refactor.io.parsing_background_knowledge import parse_background_knowledge_keys
from refactor.io.parsing_examples import KeysExampleBuilder
from refactor.io.parsing_settings.setting_parser import KeysSettingsParser
from refactor.representation.example import InternalExampleFormat
from refactor.back_end_picking import get_back_end_default, QueryBackEnd
from refactor.tilde_essentials.tree import DecisionTree
from tilde_config import kb_file, s_file

default_handler = get_back_end_default(QueryBackEnd.SIMPLE_PROGRAM)

file_name_labeled_examples = kb_file()
file_name_settings = s_file()

engine = DefaultEngine
engine.unknown = 1

parsed_settings = KeysSettingsParser().parse(file_name_settings)

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
fname_background_knowledge = None