def __init__(
self,
variance: VarianceTracker = None,
floats: FloatTracker = None,
ints: IntTracker = None,
theta_sketch: ThetaSketch = None,
histogram: datasketches.kll_floats_sketch = None,
frequent_numbers: dsketch.FrequentNumbersSketch = None,
):
# Our own trackers
if variance is None:
variance = VarianceTracker()
if floats is None:
floats = FloatTracker()
if ints is None:
ints = IntTracker()
if theta_sketch is None:
theta_sketch = ThetaSketch()
if histogram is None:
histogram = datasketches.kll_floats_sketch(DEFAULT_HIST_K)
if frequent_numbers is None:
frequent_numbers = dsketch.FrequentNumbersSketch()
self.variance = variance
self.floats = floats
self.ints = ints
self.theta_sketch = theta_sketch
self.histogram = histogram
self.frequent_numbers = frequent_numbers
def __init__(
self,
count: int = None,
items: frequent_strings_sketch = None,
theta_sketch: ThetaSketch = None,
length: NumberTracker = None,
token_length: NumberTracker = None,
char_pos_tracker: CharPosTracker = None,
token_method: Callable[[], List[str]] = None,
):
if count is None:
count = 0
if items is None:
items = frequent_strings_sketch(round(math.log(MAX_ITEMS_SIZE)))
if theta_sketch is None:
theta_sketch = ThetaSketch()
self.count = count
self.items = items
self.theta_sketch = theta_sketch
self.char_pos_tracker = char_pos_tracker if char_pos_tracker else CharPosTracker(
)
self.length = length if length else NumberTracker()
self.token_length = token_length if token_length else NumberTracker()
self.token_method = token_method if token_method else lambda x: x.split(
" ")
def __init__(
self,
count: int = None,
items: frequent_strings_sketch = None,
theta_sketch: ThetaSketch = None,
):
if count is None:
count = 0
if items is None:
items = frequent_strings_sketch(round(math.log(MAX_ITEMS_SIZE)))
if theta_sketch is None:
theta_sketch = ThetaSketch()
self.count = count
self.items = items
self.theta_sketch = theta_sketch