constants.py

from enum import Enum
import socket

class CorrelationMeasure(Enum):
    UDS = 1
    CMI = 2
    MAC = 3
    ID = 4
    FID = 5
    
class DistanceMeasure(Enum):
    ID = 1
    CJS = 2
    FID = 3


class InteractionType(Enum):
    CUBES = 1
    XORCUBES = 2
    BLOBS = 3
    XORBLOBS = 4
    UNIFORM = 5


ID_THRESHOLD_QUANTILE = 0.3
ID_SLIDING_WINDOW = 40

NORMALIZATION_RADIUS = 1

FILE_DATA_OUTPUT = "out.arff"
FILE_DATA_CUTS = 'cut.txt'
FILE_NAME_PATTERN = '(?:.*/)*(.*)$'

# subspace mining parameters
MAX_SUBSPACE_SIZE = 5
DEFAULT_SM_K_RANGE=[2, 4, 8]
HETEROGENEOUS_THRESHOLD=0.8
BEAM_WIDTH=4

# cjs
CLUMP = 2
MAXMAX = 5

SUBSPACE_SET_STEP = 2

# class Environment(Enum):
#     TEST = 1
#     PRODUCTION = 2
#
# ENVIRONMENT = Environment.TEST

TRIVIAL_BINS_COUNT_LIST = [None, 5]

# old settings
TOTAL_IRRELEVANT_FEATURES = 100 if socket.gethostname() == 'push' else 3
#
# RELEVANT_FEATURES_UPPER_BOUND=3 if socket.gethostname() != 'push' else 31
# RELEVANT_FEATURES_LOWER_BOUND=2
#
# INTERACTIONS_UPPER_BOUND=4 if socket.gethostname() != 'push' else 11
# INTERACTIONS_LOWER_BOUND=3 if socket.gethostname() != 'push' else 1

# new settings (more constrained)

# main execution
IRRELEVANT_FEATURES_RANGE_LIST = [1, 2, 3, 4, 8, 16, 32, 64, 99, 6, 12, 24, 48, TOTAL_IRRELEVANT_FEATURES] \
    if socket.gethostname() == 'push' else [1, 2, TOTAL_IRRELEVANT_FEATURES]
FOOTPRINTS_NUMBER_RANGE_LIST = [4, 8]

# datasets iterator (executes either real datasets or artificial datasets, depends on value of REAL_DATASETS)
REAL_DATASETS=None
# REAL_DATASETS=['gas', 'gas_small', 'gas_r128', 'gas_small_r128']
INTERACTION_TYPE_RANGE_LIST = [InteractionType.CUBES, InteractionType.XORCUBES,
                             InteractionType.BLOBS, InteractionType.XORBLOBS,
                             # InteractionType.UNIFORM
                               ]
XOR_OFFSETS = [0, 1]
XOR_RELEVANT_FEATURES_RANGE_LIST = [3, 4, 5, 6] if socket.gethostname() == 'push' else [3]
CUBES_RELEVANT_FEATURES_RANGE_LIST = [4, 8] if socket.gethostname() == 'push' else [4]
INTERACTION_NUMBER_RANGE_LIST = [1, 2]
CUBES_NUMBER_RANGE_LIST = [1, 2]
ROWS_RANGE_LIST = [1000, 5000, 10000] if socket.gethostname() == 'push' else [1000]
# # datasets iterator (1 dataset)
# INTERACTION_TYPE_RANGE_LIST = [InteractionType.CUBES
#                              # InteractionType.UNIFORM
#                                ]
# XOR_OFFSETS = [0, 1]
# XOR_RELEVANT_FEATURES_RANGE_LIST = [3, 4, 5, 6] if socket.gethostname() == 'push' else [3]
# CUBES_RELEVANT_FEATURES_RANGE_LIST = [4, 8] if socket.gethostname() == 'push' else [4]
# INTERACTION_NUMBER_RANGE_LIST = [1]
# CUBES_NUMBER_RANGE_LIST = [1]
# ROWS_RANGE_LIST = [1000, 5000, 10000, 20000] if socket.gethostname() == 'push' else [1000]

# todo delete later
NAIVE_CHUNK_SIZE_RANGE_LIST = [2, 4, 10, 20] if socket.gethostname() == 'push' else [2]

BASE = '/local/tmp/ipd_extended_experiments2/' if socket.gethostname() == 'push' \
    else '/Users/tatyanadembelova/Documents/study/thesis/ipd_extended/'

DATA_DIR = BASE + ('new_cubes/' if REAL_DATASETS is None else "data/")
PERFECT_DISCRETIZATIONS_DIR = BASE + 'ideal_disc/'
PERFECT_SUBSPACES_JSON = BASE + 'ideal_subspaces.json'

SLIM_BASE = ("/Users/tatyanadembelova/Documents/study/thesis/" if socket.gethostname() != 'push' else BASE) + "code-fic/"
SLIM_DATA_DIR = SLIM_BASE + "data/"
SLIM_BIN = SLIM_BASE + "branches/slim/trunk/fic"
SLIM_COMPRESS_CONF = SLIM_BASE + "branches/slim/trunk/compress.conf"
SLIM_CONVERT_CONF = SLIM_BASE + "branches/slim/trunk/convertdb.conf"

PRECISION_RECALL_FILENAME = "Precision_recall_runtime.csv"
COMPRESSION_FILENAME = "Compression.csv"
DETAILS_FILENAME = "Details.csv"

WEKA_BIN = "/local/tmp/ipd_extended_experiments2/weka/weka-3-9-1/weka.jar" if socket.gethostname() == 'push' else "/Users/tatyanadembelova/Downloads/weka-3-9-1/weka.jar"