generated from mwc/lab_scatter
The first few went will for me but when I started to get to the def ratio function everything started getting confusing. When I was stuck I did try to use my notes from CsE 115 which helped me out a little.
84 lines
2.2 KiB
Python
84 lines
2.2 KiB
Python
# transform.py
|
|
# ------------
|
|
# By MWC Contributors
|
|
# The functions in this module transform data.
|
|
# None of them are finished; this is your job!
|
|
|
|
def maximum(data):
|
|
#Returns the largest number in data
|
|
largest= data[0]
|
|
for n in data:
|
|
if n > largest:
|
|
largest = n
|
|
return largest
|
|
|
|
|
|
def minimum(data):
|
|
#Returns the smallest number in data
|
|
smallest= data[0]
|
|
for n in data:
|
|
if n < smallest:
|
|
smallest = n
|
|
return smallest
|
|
|
|
def bounds(data):
|
|
#Returns a list of the smallest and largest numbers in data
|
|
smallest= data[0]
|
|
largest= data[0]
|
|
for n in data:
|
|
if n < smallest:
|
|
smallest = n
|
|
if n > largest:
|
|
largest = n
|
|
return [smallest,largest]
|
|
|
|
def clamp(value, low, high):
|
|
# """Clamps a value to a range from low to high.
|
|
# Returns value if it is between low and high.
|
|
# If value is lower than low, returns low. If value is higher than high, returns high."""
|
|
#
|
|
if value > high:
|
|
return high
|
|
elif value < low:
|
|
return low
|
|
else:
|
|
return value
|
|
|
|
def ratio(value, start, end):
|
|
"""Returns a number from 0.0 to 1.0, representing how far along value is from start to end.
|
|
The return value is clamped to [0, 1], so even if value is lower than start, the return
|
|
value will not be lower than 0.0.
|
|
"""
|
|
r= (value - start) / (end - start)
|
|
if start==end:
|
|
return 0.0
|
|
if r < 0.0:
|
|
return 0.0
|
|
elif r > 1.0:
|
|
return 1.0
|
|
else:
|
|
return r
|
|
def scale(value, domain_min, domain_max, range_min, range_max):
|
|
# "Given a value within a domain, returns the scaled equivalent within range."
|
|
|
|
if domain_min == domain_max:
|
|
return range_min
|
|
r = (value - domain_min) / (domain_max - domain_min)
|
|
return range_min + r * (range_max - range_min)
|
|
|
|
def get_x_values(points):
|
|
# "Returns the first value for each point in points."
|
|
x_values=[]
|
|
for i in points:
|
|
x_values.append(i[0])
|
|
return x_values
|
|
|
|
def get_y_values(points):
|
|
# "Returns the second value for each point in points."
|
|
y_values = []
|
|
for i in points:
|
|
y_values.append(i[1])
|
|
return y_values
|
|
|
|
|