constants.py

from enum import Enum
import socket

class Method(Enum):
    PERFECT = 8
    TRIVIAL = 0
    # ORIGINAL = 1       #full ipd
    SM_GREEDY_TOPK = 2
    SM_HET_GREEDY_TOPK = 3
    SM_BEST_FIRST = 4
    SM_BEAM_SEARCH = 5
    SM_HET_BEAM_SEARCH = 6
    # PREDEFINED = 7     #subspaces up to optimal

    PREDEFINED_SUBSPACESETS = 9
    PREDEFINED_OPTIMAL_SUBSPACESET = 10
    PREDEFINED_OPTIMAL_SUBSPACESET_AND_IRRELEVANT = 11
    FULL = 12


class CorrelationMeasure(Enum):
    UDS = 1
    CMI = 2
    MAC = 3


class DistanceMeasure(Enum):
    ID = 1
    CJS = 2


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
HETEROGENEOUS_THRESHOLD=0.8
BEAM_WIDTH=4

# cjs
CLUMP = 2
MAXMAX = 5

SUBSPACE_SET_STEP = 2

# todo change later
IRRELEVANT_FEATURES = 4

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