PARAGRAPH_LENGTH = 200

INDEX_FILE_NAME = 'index.nmslib'
CSV_FILE_NAME = 'articles.csv'
W2V_FILE_NAME = 'articles2vector.w2v'

OUTPUT_PATH = '/srv/data'
MODEL_PATH = '/srv/data/models'

NEIGHBOURHOOD_AMOUNT = 10
NUM_FEATURES = 50
MIN_WORD_COUNT = 1
CONTEXT_SIZE = 7
DOWNSAMPLING = 1e-1

DISTANCE_THRESHOLD = 0.5

DATASET_LIMIT = 1000000


__all__ = [
    'PARAGRAPH_LENGTH',
    'INDEX_FILE_NAME',
    'CSV_FILE_NAME',
    'W2V_FILE_NAME',
    'OUTPUT_PATH',
    'MODEL_PATH',
    'NEIGHBOURHOOD_AMOUNT',
    'NUM_FEATURES',
    'MIN_WORD_COUNT',
    'CONTEXT_SIZE',
    'DOWNSAMPLING',
    'DISTANCE_THRESHOLD',
    'DATASET_LIMIT'
]
