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r'''A simple test harness
These should be trivial, but all the standard ones in python suck. This one
sucks far less.
'''
import sys
import numpy as np
import os
import re
from inspect import currentframe
Nchecks = 0
NchecksFailed = 0
# no line breaks. Useful for test reporting. Yes, this sets global state, but
# we're running a test harness. This is fine
np.set_printoptions(linewidth=1e10, suppress=True)
def test_location():
r'''Reports string describing current location in the test
Skips over the backtrace entries that are in the test harness itself
'''
filename_this = os.path.split( __file__ )[1]
if filename_this.endswith(".pyc"):
filename_this = filename_this[:-1]
frame = currentframe().f_back.f_back
while frame:
if frame.f_back is None or \
not frame.f_code.co_filename.endswith(filename_this):
break
frame = frame.f_back
testfile = os.path.split(frame.f_code.co_filename)[1]
try:
return "{}:{} {}()".format(testfile, frame.f_lineno, frame.f_code.co_name)
except:
return ''
def print_red(x):
"""print the message in red"""
sys.stdout.write("\x1b[31m" + test_location() + ": " + x + "\x1b[0m\n")
def print_green(x):
"""Print the message in green"""
sys.stdout.write("\x1b[32m" + test_location() + ": " + x + "\x1b[0m\n")
def confirm_equal(x, xref, msg='', eps=1e-6):
r'''If x is equal to xref, report test success.
msg identifies this check. eps sets the RMS equality tolerance. The x,xref
arguments can be given as many different types. This function tries to do
the right thing.
'''
global Nchecks
global NchecksFailed
Nchecks = Nchecks + 1
# strip all trailing whitespace in each line, in case these are strings
if isinstance(x, str):
x = re.sub('[ \t]+(\n|$)', '\\1', x)
if isinstance(xref, str):
xref = re.sub('[ \t]+(\n|$)', '\\1', xref)
# convert data to numpy if possible
try:
xref = np.array(xref)
except:
pass
try:
x = np.array(x)
except:
pass
try: # flatten array if possible
x = x.ravel()
xref = xref.ravel()
except:
pass
try:
N = x.shape[0]
except:
N = 1
try:
Nref = xref.shape[0]
except:
Nref = 1
if N != Nref:
print_red(("FAILED{}: mismatched array sizes: N = {} but Nref = {}. Arrays: \n" +
"x = {}\n" +
"xref = {}").
format((': ' + msg) if msg else '',
N, Nref,
x, xref))
NchecksFailed = NchecksFailed + 1
return False
if N != 0:
try: # I I can subtract, get the error that way
diff = x - xref
def norm2sq(x):
"""Return 2 norm"""
return np.inner(x, x)
rms = np.sqrt(norm2sq(diff) / N)
if not np.all(np.isfinite(rms)):
print_red("FAILED{}: Some comparison results are NaN or Inf. "
"rms error = {}. x = {}, xref = {}".format(
(': ' + msg) if msg else '', rms, x, xref))
NchecksFailed = NchecksFailed + 1
return False
if rms > eps:
print_red("FAILED{}: rms error = {}.\nx,xref,err =\n{}".format(
(': ' + msg) if msg else '', rms,
np.vstack((x, xref, diff)).transpose()))
NchecksFailed = NchecksFailed + 1
return False
except: # Can't subtract. Do == instead
if not np.array_equal(x, xref):
print_red("FAILED{}: x =\n'{}', xref =\n'{}'".format(
(': ' + msg) if msg else '', x, xref))
NchecksFailed = NchecksFailed + 1
return False
print_green("OK{}".format((': ' + msg) if msg else ''))
return True
def confirm(x, msg=''):
r'''If x is true, report test success.
msg identifies this check'''
global Nchecks
global NchecksFailed
Nchecks = Nchecks + 1
if not x:
print_red("FAILED{}".format((': ' + msg) if msg else ''))
NchecksFailed = NchecksFailed + 1
return False
print_green("OK{}".format((': ' + msg) if msg else ''))
return True
def confirm_is(x, xref, msg=''):
r'''If x is xref, report test success.
msg identifies this check
'''
global Nchecks
global NchecksFailed
Nchecks = Nchecks + 1
if x is xref:
print_green("OK{}".format((': ' + msg) if msg else ''))
return True
print_red("FAILED{}".format((': ' + msg) if msg else ''))
NchecksFailed = NchecksFailed + 1
return False
def confirm_raises(f, msg=''):
r'''If f() raises an exception, report test success.
msg identifies this check'''
global Nchecks
global NchecksFailed
Nchecks = Nchecks + 1
try:
f()
print_red("FAILED{}".format((': ' + msg) if msg else ''))
NchecksFailed = NchecksFailed + 1
return False
except:
print_green("OK{}".format((': ' + msg) if msg else ''))
return True
def confirm_does_not_raise(f, msg=''):
r'''If f() raises an exception, report test failure.
msg identifies this check'''
global Nchecks
global NchecksFailed
Nchecks = Nchecks + 1
try:
f()
print_green("OK{}".format((': ' + msg) if msg else ''))
return True
except Exception as e:
print_red("FAILED{}. Exception: {}".format((': ' + msg) if msg else '', e))
NchecksFailed = NchecksFailed + 1
return False
def finish():
r'''Finalize the executed tests.
Prints the test summary. Exits successfully iff all the tests passed.
'''
if not Nchecks and not NchecksFailed:
print_red("No tests defined")
sys.exit(0)
if NchecksFailed:
print_red("Some tests failed: {} out of {}".format(NchecksFailed, Nchecks))
sys.exit(1)
print_green("All tests passed: {} total".format(Nchecks))
sys.exit(0)
# numpysane-specific tests. Keep these in this file to make sure test-harness
# line numbers are not reported
def assertValueShape(value_ref, s, f, *args, **kwargs):
r'''Makes sure a given call produces a given value and shape.
It is redundant to specify both, but it makes it clear I'm asking for
what I think I'm asking. The value check can be skipped by passing None.
'''
try:
res = f(*args, **kwargs)
except Exception as e:
print_red("FAILED: Exception \"{}\" calling \"{}\"".format(e,f))
global NchecksFailed
NchecksFailed += 1
return
if 'out' in kwargs:
confirm(res is kwargs['out'], msg='returning same matrix as the given "out"')
if s is not None:
try:
shape = res.shape
except:
shape = ()
confirm_equal(shape, s, msg='shape matches')
if value_ref is not None:
confirm_equal(value_ref, res, msg='value matches')
if 'dtype' in kwargs:
confirm_equal(np.dtype(res.dtype), np.dtype(kwargs['dtype']), msg='matching dtype')
def assertResult_inoutplace( ref, func, *args, **kwargs ):
r'''makes sure func(a,b) == ref.
Tests both a pre-allocated array and a slice-at-a-time allocate/copy
mode
Only one test-specific kwarg is known: 'out_inplace_dtype'. The rest are
passed down to the test function
'''
out_inplace_dtype = kwargs.get('out_inplace_dtype', None)
try: del kwargs['out_inplace_dtype']
except: pass
assertValueShape( ref, ref.shape, func, *args, **kwargs )
output = np.empty(ref.shape, dtype=out_inplace_dtype)
assertValueShape( ref, ref.shape, func, *args, out=output, **kwargs)
confirm_equal(ref, output)
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