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57 changes: 57 additions & 0 deletions histogrammar/primitives/bin.py
Original file line number Diff line number Diff line change
Expand Up @@ -142,6 +142,51 @@ def __init__(self, num, low, high, quantity, value=Count(), underflow=Count(), o
super(Bin, self).__init__()
self.specialize()

def ascii(self):
"""Prints ascii histogram, for debuging on headless machines"""
underflow = self.underflow.toInt()
overflow = self.overflow.toInt()
nanflow = self.nanflow.toInt()
values = [underflow] + self._toArray() + [overflow, nanflow]
min = values[0]
max = values[0]

length = len(values)
i = 1
while i < length:
if values[i] > max:
max = values[i]
elif values[i] < min:
min = values[i]
i += 1

# Map values to number of dots representing them (maximum is 63)
range = max - min
prop = 63 / range

dots = [None] * length
i = 0
while i < length:
dots[i] = int((values[i] - min)*prop)
i += 1

# Get range of values corresponding to each bin
ranges = ["underflow"] + [None] * (length - 3) + ["overflow", "nanflow"]
i = 1
while i < (length - 2):
ranges[i] = "[" + str(self.range(i))[1:]
i += 1

print("{:>19}{:>65}".format(min, max))
print(" " * 18 + "+" + "-" * 63 + "+")

i = 0
while i < length:
print("{:<14}{:<4}{:<65}".format(ranges[i], int(values[i]), "|" + "*" * dots[i] + " " * (63 - dots[i]) + "|"))
i += 1

print(" " * 18 + "+" + "-" * 63 + "+")

def histogram(self):
"""Return a plain histogram by converting all sub-aggregator values into :doc:`Counts <histogrammar.primitives.count.Count>`."""
out = Bin(len(self.values), self.low, self.high, self.quantity, None, self.underflow.copy(), self.overflow.copy(), self.nanflow.copy())
Expand Down Expand Up @@ -472,6 +517,17 @@ def _numpy(self, data, weights, shape):
def _sparksql(self, jvm, converter):
return converter.Bin(len(self.values), self.low, self.high, self.quantity.asSparkSQL(), self.values[0]._sparksql(jvm, converter), self.underflow._sparksql(jvm, converter), self.overflow._sparksql(jvm, converter), self.nanflow._sparksql(jvm, converter))

def _toArray(self):
"""Converts Bin to array of frequencies"""
values = [None] * int(len(self.values))
i = 0
for value in self.values:
value = str(value)
end = len(value) - 1
values[i] = float(value[7:end])
i += 1
return values

@property
def children(self):
"""List of sub-aggregators, to make it possible to walk the tree."""
Expand Down Expand Up @@ -579,3 +635,4 @@ def __hash__(self):
return hash((self.low, self.high, self.quantity, self.entries, tuple(self.values), self.underflow, self.overflow, self.nanflow))

Factory.register(Bin)

7 changes: 7 additions & 0 deletions histogrammar/primitives/count.py
Original file line number Diff line number Diff line change
Expand Up @@ -194,6 +194,13 @@ def _numpy(self, data, weights, shape):
def _sparksql(self, jvm, converter):
return converter.Count() # TODO: handle transform

def toInt(self):
"""Return intiger value of count"""
value = str(self)
end = len(value) - 1
value = float(value[7:end])
return int(value)

@property
def children(self):
"""List of sub-aggregators, to make it possible to walk the tree."""
Expand Down