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test_cdxbasics.py
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# -*- coding: utf-8 -*-
"""
Created on Tue Apr 14 21:24:52 2020
@author: hansb
"""
import unittest
import pickle
import cdxbasics.util as util
import cdxbasics.np as cdxnp
import cdxbasics.config as config
import cdxbasics.kwargs as mdl_kwargs
import cdxbasics.subdir as mdl_subdir
import cdxbasics.logger as mdl_logger
import cdxbasics.prettydict as prettydict
import cdxbasics.verbose as verbose
import cdxbasics.version as ver
import datetime as datetime
import dataclasses as dataclasses
import numpy as np
if False:
import importlib as imp
imp.reload(mdl_kwargs)
imp.reload(mdl_subdir)
imp.reload(mdl_logger)
imp.reload(config)
imp.reload(prettydict)
imp.reload(util)
import numpy as np
import pandas as pd
SubDir = mdl_subdir.SubDir
CacheMode = mdl_subdir.CacheMode
Logger = mdl_logger.Logger
LogException = Logger.LogException
dctkwargs = mdl_kwargs.dctkwargs
Generic = util.Generic
fmt = util.fmt
PrettyDict = prettydict.PrettyDict
PrettySortedDict = prettydict.PrettySortedDict
PrettyOrderedDict = prettydict.PrettyOrderedDict
uniqueHash = util.uniqueHash
uniqueHash32 = util.uniqueHash32
uniqueHash48 = util.uniqueHash48
uniqueHash64 = util.uniqueHash64
uniqueHashExt = util.uniqueHashExt
namedUniqueHashExt = util.namedUniqueHashExt
_compress_function_code = util._compress_function_code
OrderedDict = prettydict.OrderedDict
Config = config.Config
ConfigField = config.ConfigField
Float = config.Float
Int = config.Int
version = ver.version
mdl_subdir._log.setLevel(Logger.CRITICAL+1) # no logging in testing
class CDXBasicsTest(unittest.TestCase):
def test_dctkwargs(self):
BACKWARD_COMPATIBLE_ITEM_ACCESS = config
def f1(**kwargs):
kwargs = dctkwargs(kwargs)
a = kwargs('a',1) # with default
b = kwargs('b') # no default; must exist
c = kwargs.get('c',3) # with default
kwargs.done()
return (a,b,c)
self.assertEqual((-1,-2,-3), f1(a=-1,b=-2,c=-3))
self.assertEqual((+1,-2,+3), f1(b=-2))
with self.assertRaises(KeyError):
f1() # missing b
def test_Generic(self):
# PrettyDict is now PrettyDict
self.assertEqual( Generic, PrettyDict )
def test_PrettyDict(self):
g1 = PrettyDict(a=1)
g1.b = 2
g1['c'] = 3
self.assertEqual(g1.a, 1)
self.assertEqual(g1.b, 2)
self.assertEqual(g1.c, 3)
with self.assertRaises(KeyError):
_ = g1.d
g1.e = 4
g1.f = 5
del g1['e']
del g1['f']
with self.assertRaises(KeyError):
_ = g1.e
with self.assertRaises(KeyError):
_ = g1.f
self.assertEqual(g1.get('c',4),3)
self.assertEqual(g1.get('d',4),4)
self.assertEqual(g1('c'),3)
self.assertEqual(g1('c',4),3)
self.assertEqual(g1('d',4),4)
g1 = PrettyDict(g1)
self.assertEqual(g1.a, 1)
self.assertEqual(g1.b, 2)
self.assertEqual(g1.c, 3)
g1.update({ 'd':4 })
self.assertEqual(g1.d, 4)
g1.update(PrettyDict(e=5))
self.assertEqual(g1.e, 5)
g1.update({ 'd':4 },d=3)
self.assertEqual(g1.d, 3)
# functions
def F(self,x):
self.x = x
g = util.PrettyDict()
g.F = F
g.F(2)
self.assertEqual(g.x,2)
g2 = util.PrettyDict()
g2.F = g.F
g2.F(3)
self.assertEqual(g2.x,3) # new value only for this object is 3
self.assertEqual(g.x,2) # old value remains 2
with self.assertRaises(TypeError):
def G():
return 1
g.G = G
g.G()
# __ does not work
g = PrettyDict()
g.__x = 1
g._y = 2
self.assertEqual(g.__x,1) # works as usual
self.assertEqual(g['_y'],2) # protected works as for all python objects
with self.assertRaises(KeyError):
_ = g['__x'] # does not work: cannot use private members as dictionary elements
self.assertEqual( getattr(g, "__z", None), None )
with self.assertRaises(AttributeError):
getattr(g, "__z",)
# ordered dict
g1 = PrettyOrderedDict(a=1)
g1.b = 2
g1['c'] = 3
self.assertEqual(g1.a, 1)
self.assertEqual(g1.b, 2)
self.assertEqual(g1.c, 3)
with self.assertRaises(KeyError):
_ = g1.d
g = PrettyOrderedDict()
g.__x = 1
g._y = 2
self.assertEqual(g.__x,1) # works as usual
self.assertEqual(g['_y'],2) # protected works as for all python objects
with self.assertRaises(KeyError):
_ = g['__x'] # does not work: cannot use private members as dictionary elements
self.assertEqual( getattr(g, "__z", None), None )
with self.assertRaises(AttributeError):
getattr(g, "__z",)
# sorted dict
g1 = PrettySortedDict(a=1)
g1.b = 2
g1['c'] = 3
self.assertEqual(g1.a, 1)
self.assertEqual(g1.b, 2)
self.assertEqual(g1.c, 3)
with self.assertRaises(KeyError):
_ = g1.d
g = PrettySortedDict()
g.__x = 1
g._y = 2
self.assertEqual(g.__x,1) # works as usual
with self.assertRaises(KeyError):
_ = g['__x'] # does not work: cannot use private members as dictionary elements
with self.assertRaises(KeyError):
_ = g['_y'] # does not work: cannot use protected members as dictionary elements
with self.assertRaises(AttributeError):
_ = g.__z # must throw attribute errors otherwise various class handling processes get confused
def test_basics(self):
import datetime as datetime
class O(object):
def __init__(self):
self.x = -1
def fx(self):
pass
@property
def gr(self):
return 1
self.assertEqual( util.isAtomic(True), True )
self.assertEqual( util.isAtomic('Test'), True )
self.assertEqual( util.isAtomic(1.0), True )
self.assertEqual( util.isAtomic(1), True )
self.assertEqual( util.isAtomic(datetime.date(2020,4,1)), True )
self.assertEqual( util.isAtomic(datetime.datetime(2020,4,1,11,0,0)), False )
self.assertEqual( util.isAtomic(O()), False )
self.assertEqual( util.isAtomic(np.int_(0)), True )
self.assertEqual( util.isAtomic(np.int32(0)), True )
self.assertEqual( util.isAtomic(np.int64(0)), True )
self.assertEqual( util.isAtomic(np.complex128(0)), True )
self.assertEqual( util.isAtomic(np.datetime64()), True )
self.assertEqual( util.isAtomic(np.timedelta64()), True )
self.assertEqual( util.isAtomic(np.ushort(0)), True )
self.assertEqual( util.isAtomic(np.float32(0)), True )
self.assertEqual( util.isAtomic(np.float64(0)), True )
self.assertEqual( util.isAtomic(np.ulonglong(0)), True )
self.assertEqual( util.isAtomic(np.longdouble(0)), True )
self.assertEqual( util.isAtomic(np.half(0)), True )
def f(x):
pass
self.assertTrue( util.isFunction(f) )
self.assertTrue( util.isFunction(O.fx) )
self.assertTrue( util.isFunction(O().fx) )
self.assertTrue( util.isFunction(self.test_basics) )
self.assertTrue( util.isFunction(lambda x : x*x) )
self.assertFalse( util.isFunction(O) )
self.assertFalse( util.isFunction(O.gr) )
self.assertFalse( util.isFunction(O().gr) )
self.assertFalse( util.isFunction(1) )
self.assertFalse( util.isFunction("str") )
self.assertFalse( util.isFunction(1.0) )
def test_fmt(self):
self.assertEqual(fmt("number %d %d",1,2),"number 1 2")
self.assertEqual(fmt("number %(two)d %(one)d",one=1,two=2),"number 2 1")
with self.assertRaises(KeyError):
fmt("number %(two)d %(one)d",one=1)
with self.assertRaises(TypeError):
fmt("number %d %d",1)
with self.assertRaises(TypeError):
fmt("number %d %d",1,2,3)
def test_uniqueHash_plain(self):
tst = self
class Object(object):
def __init__(self):
self.x = [ 1,2,3. ]
self.y = { 'a':1, 'b':2 }
self.z = PrettyDict(c=3,d=4)
self.r = set([65,6234,1231,123123,12312])
self.t = (1,2,"test")
self.s = {1,3,4,2,5}
def ff():
pass
self.ff = ff
self.gg = lambda x : x*x
if not np is None and not pd is None:
self.a = np.array([1,2,3])
self.b = np.zeros((3,4,2))
self.c = pd.DataFrame({'a':np.array([1,2,3]),'b':np.array([10,20,30]),'c':np.array([100,200,300]), })
u = uniqueHash(self.b) # numpy
tst.assertEqual( u, "863f748c37fa0aa44bc1c4a5f8093244" )
u = uniqueHash(self.c) # panda frame
tst.assertEqual( u, "61af55defe5d0d51d5cad16c944460c9" )
def f(self):
pass
@staticmethod
def g(self):
pass
@property
def h(self):
return self.x
x = np.array([1,2,3,4.])
u = uniqueHash(x)
self.assertEqual( u, "d819f0b72b849d66112e139fa3b7c9f1" )
self.assertEqual( uniqueHash( np.float32(0) ), "30565a8911a6bb487e3745c0ea3c8224" )
self.assertEqual( uniqueHash( np.float64(0) ), "30565a8911a6bb487e3745c0ea3c8224" )
self.assertEqual( uniqueHash( np.int32(0) ), "cfcd208495d565ef66e7dff9f98764da" )
self.assertEqual( uniqueHash( np.int64(0) ), "cfcd208495d565ef66e7dff9f98764da" )
o2 = [ np.float32(0), np.float64(0), np.int32(0), np.int64(0) ]
u = uniqueHash(o2)
self.assertEqual( u, "818745c4d2c2ac8393b1d9571dc0d1bc" )
o = Object()
u = uniqueHash(o)
self.assertEqual( u, "ed70913eb87c7a6332e7948781d9a082" )
u = uniqueHash32(o)
self.assertEqual( u, "e4cd0483732d9cdaaef4a170dba1a442" )
u = uniqueHash48(o)
self.assertEqual( u, "e4cd0483732d9cdaaef4a170dba1a442542b61f9d5ff8352" )
u = uniqueHash64(o)
self.assertEqual( u, "e4cd0483732d9cdaaef4a170dba1a442542b61f9d5ff8352320fe22e94a2c563" )
u = uniqueHash64(o)
self.assertEqual( u, "e4cd0483732d9cdaaef4a170dba1a442542b61f9d5ff8352320fe22e94a2c563" )
# test functions
f1 = lambda x : x*x
f2 = lambda x : x*x
f3 = lambda x : x+2
u0 = uniqueHash(None)
u1 = uniqueHash(f1)
u2 = uniqueHash(f2)
u3 = uniqueHash(f3)
self.assertEqual(u1,u0)
self.assertEqual(u2,u0)
self.assertEqual(u3,u0)
raw1 = _compress_function_code(f1)
raw2 = _compress_function_code(f2)
raw3 = _compress_function_code(f3)
self.assertEqual(raw1,raw2)
self.assertNotEqual(raw1,raw3)
u1 = uniqueHashExt(32,True)(f1)
u2 = uniqueHashExt(32,True)(f2)
u3 = uniqueHashExt(32,True)(f3)
self.assertEqual(u1,u2)
self.assertNotEqual(u1,u3)
# plain
p = util.plain(o)
p = str(p).replace(' ','').replace('\n','')
if (not np is None) and (not pd is None):
tst = "{'x':[1,2,3.0],'y':{'a':1,'b':2},'z':{'c':3,'d':4},'r':[65,1231,123123,12312,6234],'t':[1,2,'test'],'s':[1,2,3,4,5],'a':array([1,2,3]),'b':array([[[0.,0.],[0.,0.],[0.,0.],[0.,0.]],[[0.,0.],[0.,0.],[0.,0.],[0.,0.]],[[0.,0.],[0.,0.],[0.,0.],[0.,0.]]]),'c':None}"
self.assertEqual(p,tst)
p = util.plain(o,sorted_dicts=True)
p = str(p).replace(' ','').replace('\n','')
if (not np is None) and (not pd is None):
tst = "SortedDict({'a':array([1,2,3]),'b':array([[[0.,0.],[0.,0.],[0.,0.],[0.,0.]],[[0.,0.],[0.,0.],[0.,0.],[0.,0.]],[[0.,0.],[0.,0.],[0.,0.],[0.,0.]]]),'c':None,'r':[65,1231,123123,12312,6234],'s':[1,2,3,4,5],'t':[1,2,'test'],'x':[1,2,3.0],'y':SortedDict({'a':1,'b':2}),'z':SortedDict({'c':3,'d':4})})"
self.assertEqual(p,tst)
p = util.plain(o,native_np=True)
p = str(p).replace(' ','').replace('\n','')
if (not np is None) and (not pd is None):
tst = "{'x':[1,2,3.0],'y':{'a':1,'b':2},'z':{'c':3,'d':4},'r':[65,1231,123123,12312,6234],'t':[1,2,'test'],'s':[1,2,3,4,5],'a':[1,2,3],'b':[[[0.0,0.0],[0.0,0.0],[0.0,0.0],[0.0,0.0]],[[0.0,0.0],[0.0,0.0],[0.0,0.0],[0.0,0.0]],[[0.0,0.0],[0.0,0.0],[0.0,0.0],[0.0,0.0]]],'c':None}"
self.assertEqual(p,tst)
def test_subdir(self):
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", eraseEverything=True )
sub.x = 1
sub['y'] = 2
sub.write('z',3)
sub.writeString('l',"hallo")
sub.write(['a','b'],[11,22])
lst = str(sorted(sub.keys()))
self.assertEqual(lst, "['a', 'b', 'x', 'y', 'z']")
lst = str(sorted(sub.keys(ext="txt")))
self.assertEqual(lst, "['l']")
# test naming
self.assertEqual( str(sub), sub.path + ";*" + sub.ext )
self.assertEqual( repr(sub), "SubDir(" + sub.path + ";*" + sub.ext + ")" )
# read them all back
self.assertEqual(sub.x,1)
self.assertEqual(sub.y,2)
self.assertEqual(sub.z,3)
self.assertEqual(sub.readString('l'),"hallo")
self.assertEqual(sub.a,11)
self.assertEqual(sub.b,22)
self.assertEqual(sub(['a','b'], None), [11,22])
self.assertEqual(sub.read(['a','b']), [11,22])
self.assertEqual(sub[['a','b']], [11,22])
self.assertEqual(sub(['aaaa','bbbb'], None), [None,None])
# test alternatives
self.assertEqual(sub['x'],1)
self.assertEqual(sub.read('x'),1)
self.assertEqual(sub.read('x',None),1)
self.assertEqual(sub.read('u',None),None)
self.assertEqual(sub('x',None),1)
self.assertEqual(sub('u',None),None)
# missing objects
with self.assertRaises(AttributeError):
print(sub.x2)
with self.assertRaises(KeyError):
print(sub['x2'])
with self.assertRaises(KeyError):
print(sub.read('x2',raiseOnError=True))
# delete & confirm they are gone
del sub.x
del sub['y']
sub.delete('z')
del sub.x # silent
del sub['x'] # silent
with self.assertRaises(KeyError):
sub.delete('x',raiseOnError=True)
# sub dirs
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", eraseEverything=True )
s1 = sub("subDir1")
s2 = sub("subDir2/")
s3 = SubDir("subDir3/",parent=sub)
s4 = SubDir("subDir4", parent=sub)
self.assertEqual(s1.path, sub.path + "subDir1/")
self.assertEqual(s2.path, sub.path + "subDir2/")
self.assertEqual(s3.path, sub.path + "subDir3/")
self.assertEqual(s4.path, sub.path + "subDir4/")
lst = str(sorted(sub.subDirs()))
self.assertEqual(lst, "['subDir1', 'subDir2', 'subDir3', 'subDir4']")
sub.deleteAllContent()
self.assertEqual(len(sub.keys()),0)
self.assertEqual(len(sub.subDirs()),0)
sub.eraseEverything()
# test vectors
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", eraseEverything=True )
sub.x = 1
sub[['y','z']] = [2,3]
self.assertEqual(sub[['x','y','z']], [1,2,3])
with self.assertRaises(KeyError):
self.assertEqual(sub[['x','y','z','r']], [1,2,3,None])
self.assertEqual(sub.read(['x','r'],default=None), [1,None])
self.assertEqual(sub(['x','r'],default=None), [1,None])
sub.write(['a','b'],1)
self.assertEqual(sub.read(['a','b']),[1,1])
with self.assertRaises(LogException):
sub.write(['x','y'],[1,2,3])
with self.assertRaises(LogException):
sub.write(['x','y'],[1,2,3])
sub.eraseEverything()
# test setting ext
sub1 = "!/.tmp_test_for_cdxbasics.subdir"
fd1 = SubDir(sub1).path
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir/test;*.bin", eraseEverything=True )
self.assertEqual(sub.path, fd1+"test/")
fn = sub.fullKeyName("file")
self.assertEqual(fn,fd1+"test/file.bin")
sub.eraseEverything()
# test versioning
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir")
version = "1.0.0"
sub.write("test", "hans", version=version )
r = sub.read("test", version=version )
self.assertEqual(r, "hans")
r = sub.read("test", "nothans", version="2.0.0", delete_wrong_version=False )
self.assertEqual(r, "nothans")
self.assertTrue(sub.exists("test"))
r = sub.is_version("test", version=version )
self.assertTrue(r)
r = sub.is_version("test", version="2.0.0" )
self.assertFalse(r)
r = sub.read("test", "nothans", version="2.0.0", delete_wrong_version=True )
self.assertFalse(sub.exists("test"))
sub.eraseEverything()
# test JSON
x = np.ones((10,))
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", fmt=SubDir.JSON_PICKLE )
sub.write("test", x)
r = sub.read("test", None, raiseOnError=True)
r = sub.read("test", None)
self.assertEqual( list(x), list(r) )
self.assertEqual(sub.ext, ".jpck")
sub.eraseEverything()
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", fmt=SubDir.JSON_PLAIN )
sub.write("test", x)
r = sub.read("test", None)
self.assertEqual( list(x), list(r) )
self.assertEqual(sub.ext, ".json")
sub.eraseEverything()
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", fmt=SubDir.BLOSC )
sub.write("test", x)
r = sub.read("test", None )
self.assertEqual( list(x), list(r) )
self.assertEqual(sub.ext, ".zbsc")
sub.write("test", x, version="1")
r = sub.read("test", None, version="1")
self.assertEqual( list(x), list(r) )
with self.assertRaises(Exception):
r = sub.read("test", None, version="2", raiseOnError=True)
# wrong version
sub.eraseEverything()
sub = SubDir("!/.tmp_test_for_cdxbasics.subdir", fmt=SubDir.GZIP )
sub.write("test", x)
r = sub.read("test", None )
self.assertEqual( list(x), list(r) )
self.assertEqual(sub.ext, ".pgz")
sub.write("test", x, version="1")
r = sub.read("test", None, version="1")
self.assertEqual( list(x), list(r) )
with self.assertRaises(Exception):
r = sub.read("test", None, version="2", raiseOnError=True)
# wrong version
sub.eraseEverything()
def test_cache_mode(self):
on = CacheMode("on")
gn = CacheMode("gen")
of = CacheMode("off")
cl = CacheMode("clear")
up = CacheMode("update")
ro = CacheMode("readonly")
with self.assertRaises(KeyError):
_ = CacheMode("OFF")
allc = [on, gn, of, cl, up, ro]
self.assertEqual( [ x.is_on for x in allc ], [True, False, False, False, False, False ] )
self.assertEqual( [ x.is_gen for x in allc ], [False, True, False, False, False, False ] )
self.assertEqual( [ x.is_off for x in allc ], [False, False, True, False, False, False ] )
self.assertEqual( [ x.is_clear for x in allc ], [False, False, False, True, False, False ] )
self.assertEqual( [ x.is_update for x in allc ], [False, False, False, False, True, False ] )
self.assertEqual( [ x.is_readonly for x in allc ], [False, False, False, False, False, True ] )
self.assertEqual( [ x.read for x in allc ], [True, True, False, False, False, True] )
self.assertEqual( [ x.write for x in allc ], [True, True, False, False, True, False] )
self.assertEqual( [ x.delete for x in allc ], [False, False, False, True, True, False ] )
self.assertEqual( [ x.del_incomp for x in allc ], [True, False, False, True, True, False ] )
def test_fmt_marcos(self):
self.assertEqual( util.fmt_seconds(10), "10s" )
self.assertEqual( util.fmt_seconds(61), "1:01" )
self.assertEqual( util.fmt_seconds(12+60*2+60*60*3), "3:02:12" )
self.assertEqual( util.fmt_seconds(12+60*2+60*60*100), "100:02:12" )
self.assertEqual( util.fmt_list(None), "-" )
self.assertEqual( util.fmt_list(None, none="n/a"), "n/a" )
self.assertEqual( util.fmt_list(["a"]), "a" )
self.assertEqual( util.fmt_list(["a","b"]), "a and b" )
self.assertEqual( util.fmt_list(["a","b"], link="or"), "a or b" )
self.assertEqual( util.fmt_list(["a","b"], link=None), "a, b" )
self.assertEqual( util.fmt_list(["a","b"], link=""), "a, b" )
self.assertEqual( util.fmt_list(["a","b", "c"]), "a, b and c" )
self.assertEqual( util.fmt_list(["a","b", "c"], link="or"), "a, b or c" )
self.assertEqual( util.fmt_list(["a","b", "c"], link=None), "a, b, c" )
self.assertEqual( util.fmt_list(["a","b", "c"], link=""), "a, b, c" )
self.assertEqual( util.fmt_dict({}), "-" )
self.assertEqual( util.fmt_dict({},none="n/a"), "n/a" )
self.assertEqual( util.fmt_dict(dict(a=1),sort=True), "a: 1" )
self.assertEqual( util.fmt_dict(dict(a=1,b=2),sort=True), "a: 1 and b: 2" )
self.assertEqual( util.fmt_dict(dict(a=1,b=2,c=3),sort=True), "a: 1, b: 2 and c: 3" )
self.assertEqual( util.fmt_dict(OrderedDict(c=1,b=2,a=3),sort=False), "c: 1, b: 2 and a: 3" )
self.assertEqual( util.fmt_big_number(1), "1" )
self.assertEqual( util.fmt_big_number(123), "123" )
self.assertEqual( util.fmt_big_number(1234), "1234" )
self.assertEqual( util.fmt_big_number(12345), "12.35K" )
self.assertEqual( util.fmt_big_number(123456), "123.46K" )
self.assertEqual( util.fmt_big_number(1234567), "1234.57K" )
self.assertEqual( util.fmt_big_number(12345678), "12.35M" )
self.assertEqual( util.fmt_big_number(123456789), "123.46M" )
self.assertEqual( util.fmt_big_number(1234567890), "1234.57M" )
self.assertEqual( util.fmt_big_number(12345678900), "12.35B" )
self.assertEqual( util.fmt_big_number(1234567890000), "1234.57B" )
self.assertEqual( util.fmt_big_number(12345678900000), "12.35T" )
self.assertEqual( util.fmt_big_byte_number(1), "1" )
self.assertEqual( util.fmt_big_byte_number(123), "123" )
self.assertEqual( util.fmt_big_byte_number(1234), "1234" )
self.assertEqual( util.fmt_big_byte_number(12345), "12.06K" )
self.assertEqual( util.fmt_big_byte_number(123456), "120.56K" )
self.assertEqual( util.fmt_big_byte_number(12*1024), "12K" )
self.assertEqual( util.fmt_big_byte_number(1234567), "1205.63K" )
self.assertEqual( util.fmt_big_byte_number(12345678), "11.77M" )
self.assertEqual( util.fmt_big_byte_number(123456789), "117.74M" )
self.assertEqual( util.fmt_big_byte_number(1234567890), "1177.38M" )
self.assertEqual( util.fmt_big_byte_number(12345678900), "11.5G" )
self.assertEqual( util.fmt_big_byte_number(1234567890000), "1149.78G" )
self.assertEqual( util.fmt_big_byte_number(12345678900000), "11.23T" )
self.assertEqual( util.fmt_big_byte_number(12*1024, True), "12KB" )
self.assertEqual( util.fmt_big_byte_number(1234567890000, True), "1149.78GB" )
DD = datetime.date
DT = datetime.datetime
TT = datetime.time
self.assertEqual( util.fmt_datetime(DD(2023,3,18)), "2023-03-18" )
self.assertEqual( util.fmt_datetime(DT(2023,3,18)), "2023-03-18 00:00:00" )
self.assertEqual( util.fmt_datetime(DT(2023,3,18,1,2,3)), "2023-03-18 01:02:03" )
self.assertEqual( util.fmt_datetime(TT(1,2,3)), "01:02:03" )
filename1 = "(*Hans/*\\|this << is >>>?"
filename2 = "Hans_this-is-(not).a;problem"
self.assertEqual( util.fmt_filename(filename2), filename2)
self.assertEqual( util.fmt_filename(filename1), "(.Hans_.__this (( is )))!")
def test_np(self):
P = np.exp( np.linspace(-10.,-1.,10) )
X = np.sin( np.linspace(-1,+1,10) )
mean = np.sum( P*X ) / np.sum(P)
self.assertAlmostEqual( cdxnp.mean(P, X), mean )
self.assertAlmostEqual( cdxnp.mean(None, X), 0. )
self.assertAlmostEqual( cdxnp.var(P, X), 0.02698584874615149 )
self.assertAlmostEqual( cdxnp.var(None, X), 0.3195943287456196 )
self.assertAlmostEqual( cdxnp.std(P, X), 0.16427370071363065 )
self.assertAlmostEqual( cdxnp.std(None, X), 0.5653267451179181 )
self.assertAlmostEqual( cdxnp.err(P, X), 0.051947905391990054 )
self.assertAlmostEqual( cdxnp.err(None, X), 0.17877201367820958 )
np.random.seed(112133123)
x = np.random.normal(size=(101,3))
P = np.random.uniform(size=(101,))
q1 = cdxnp.quantile( P, x, 0.5, axis=0 ).tolist()
q2 = cdxnp.quantile( P, x, 0.5, axis=0, keepdims=True ).tolist()
q3 = cdxnp.median( P, x, axis=0 ).tolist()
q4 = cdxnp.median( P, x, axis=0, keepdims=True ).tolist()
q1 = [ round(_, 4) for _ in q1 ]
q2 = [ [ round(_, 4) for _ in l ] for l in q2 ]
q3 = [ round(_, 4) for _ in q3 ]
q4 = [ [ round(_, 4) for _ in l ] for l in q4 ]
r1 = [0.0945, -0.5187, 0.0604]
r2 = [[0.0945, -0.5187, 0.0604]]
self.assertEqual(q1, r1)
self.assertEqual(q2, r2)
self.assertEqual(q3, r1)
self.assertEqual(q4, r2)
q1 = cdxnp.quantile( P, x, (0.1,0.5,0.7), axis=0 ).tolist()
q2 = cdxnp.quantile( P, x, (0.1,0.5,0.7), axis=0, keepdims=True ).tolist()
q1 = [ [ round(_, 4) for _ in l ] for l in q1 ]
q2 = [ [ round(_, 4) for _ in l ] for l in q2 ]
r = [[-1.3685, -1.3959, -0.9856], [0.0945, -0.5187, 0.0604], [0.6551, 0.3987, 0.5158]]
self.assertEqual(q1, r)
self.assertEqual(q2, r)
def test_verbose(self):
quiet = verbose.quiet
Context = verbose.Context
def f_sub( num=10, context = quiet ):
context.report(0, "Entering loop")
for i in range(num):
context.report(1, "Number %ld", i)
def f_main( context = quiet ):
context.write( "First step" )
# ... do something
context.report( 1, "Intermediate step 1" )
context.report( 1, "Intermediate step 2\nwith newlines" )
# ... do something
f_sub( context=context(1) )
# ... do something
context.write( "Final step" )
print("Verbose=1")
context = Context(1)
f_main(context)
print("\nVerbose=2")
context = Context(2)
f_main(context)
print("\nVerbose='all'")
context = Context('all')
f_main(context)
print("\nVerbose='quiet'")
context = Context('quiet')
f_main(context)
verbose1 = Context(1)
verbose1.level = 2
verbose2 = Context(2,indent=3)
verbose2.level = 3
self.assertEqual( uniqueHash( verbose1 ), uniqueHash( verbose2 ) )
@version("1.0")
def f(x):
return x
@version("2.0", dependencies=[f])
def g1(x):
return f(x)
@version("2.1", dependencies=[f])
def g2(x):
return f(x)
class A(object):
@version("2.2")
def r1(self, x):
return x
@version("2.3", dependencies=['A.r1', 'g1'])
def r2(self, x):
return x
@version("XV")
class B(object):
def f(self, x):
return x
@version("3.0", dependencies=['g1', g2, 'A.r1', A.r2, B])
def h(x,y):
a = A()
return g1(x)+g2(y)+a.r1(x)+a.r2(y)
@version("0.0.1")
class baseA(object):
pass
@version("0.0.2")
class baseB(baseA):
pass
class CDXBasicsVersionTest(unittest.TestCase):
def test_version(self):
# test dependency
self.assertEqual( h.version.input, "3.0" )
self.assertEqual( h.version.full, "3.0 { A.r1: 2.2, A.r2: 2.3 { A.r1: 2.2, g1: 2.0 { f: 1.0 } }, B: XV, g1: 2.0 { f: 1.0 }, g2: 2.1 { f: 1.0 } }" )
self.assertEqual( h.version.unique_id48, "3.0 { A.r1: 2.2, A.r2: 2.3 { A.r1: 2.2, 70b51907" )
self.assertEqual( h.version.is_dependent( g2 ), "2.1" )
self.assertEqual( h.version.is_dependent( "g2" ), "2.1" )
self.assertEqual( h.version.is_dependent( f ), "1.0" )
self.assertEqual( h.version.is_dependent( "f" ), "1.0" )
self.assertEqual( h.version.is_dependent( B ), "XV" )
self.assertEqual( baseA.version.full, "0.0.1")
self.assertEqual( baseB.version.full, "0.0.2 { baseA: 0.0.1 }")
# testing config
class CDXCConfigTest(unittest.TestCase):
def test_config(self):
config = Config(x=0., z=-1.)
x = config("x", 10., float, "test x")
self.assertEqual( x, 0. )
y = config("y", 10., float, "test y")
self.assertEqual( y, 10. )
with self.assertRaises(Exception):
# 'z' was not read
config.done()
# calling twice with different values
config = Config(x=0.)
x = config("x", 1., float, "test x")
x = config("x", 1., float, "test x") # ok: same parameters
with self.assertRaises(Exception):
x = config("x", 1., Float<0.5, "test x") # not ok: Float condition
with self.assertRaises(Exception):
x = config("x", 2., float, "test x") # not ok: different default
config.done()
# test usage per access method:
# __call__('a')
# get('a')
# get_default('a', ...)
# all register usage;
# get_raw('a')
# ['a']
# do not.
config = Config(a=1)
_ = config.get("a")
self.assertTrue( not 'a' in config.not_done )
config = Config(a=1)
_ = config.get_default("a", 0)
self.assertTrue( not 'a' in config.not_done )
config = Config(a=1)
_ = config("a")
self.assertTrue( not 'a' in config.not_done )
config = Config(a=1)
_ = config("a", 0)
self.assertTrue( not 'a' in config.not_done )
config = Config(a=1)
_ = config.get_raw('a')
self.assertTrue( 'a' in config.not_done )
config = Config(a=1)
_ = config['a']
self.assertTrue( 'a' in config.not_done )
# test sub configs
config = Config()
config.x = 1
config.a = "a"
config.sub.x = 2.
self.assertEqual(1., config("x", 0., float, "x"))
self.assertEqual("a", config("a", None, str, "a"))
self.assertEqual(2, config.sub("x", 0, int, "x"))
self.assertTrue( isinstance( config.sub, Config ) )
config.done()
# test detach
config = Config()
config.sub.x = 1
with self.assertRaises(Exception):
config.done() # 'sub.x' not read
config = Config()
config.sub.x = 1
sub = config.sub.detach()
config.done() # ok
_ = sub("x", 1)
config.done() # fine now
# test list (_Enum)
config = Config(t="a", q="q")
_ = config("t", "b", ['a', 'b', 'c'] )
self.assertEqual(_, 'a')
with self.assertRaises(Exception):
_ = config("q", "b", ['a', 'b', 'c'] ) # exception: 'q' not in set
# test tuple (_Alt)
config = Config(t="a")
_ = config("t", "b", (None, str) )
self.assertEqual(_, 'a')
config = Config(t=None)
_ = config("t", "b", (None, str) )
self.assertEqual(_, None)
with self.assertRaises(Exception):
config = Config(t="a")
_ = config("t", 1, (None, int) )
self.assertEqual(_, None)
config = Config()
_ = config("t", "b", (None, ['a','b']) )
self.assertEqual(_, 'b')
config = Config(t=2)
_ = config("t", 1, (Int>=1, Int<=1) )
self.assertEqual(_, 2)
config = Config()
_ = config("t", 3, (Int>=1, Int<=1) )
self.assertEqual(_, 3)
with self.assertRaises(Exception):
config = Config()
_ = config("t", 0, (Int>=1, Int<=-1) )
with self.assertRaises(Exception):
config = Config(t=0)
_ = config("t", 3, (Int>=1, Int<=-1) )
# combined conditons
config = Config(x=1., y=1.)
x = config("x", 1., ( Float>=0.) & (Float<=1.), "test x")
with self.assertRaises(Exception):
# test that violated condition is caught
y = config("y", 1., ( Float>=0.) & (Float<1.), "test y")
config = Config(x=1., y=1.)
with self.assertRaises(NotImplementedError):
# left hand must be > or >=
y = config("y", 1., ( Float<=0.) & (Float<1.), "test x")
config = Config(x=1., y=1.)
with self.assertRaises(NotImplementedError):
# right hand must be < or <=
y = config("y", 1., ( Float>=0.) & (Float>1.), "test x")
# test int
config = Config(x=1)
x = config("x", 0, ( Int>=0 ) & ( Int<=1), "int test")
config = Config(x=1)
with self.assertRaises(NotImplementedError):
# cannot mix types
x = config("x", 1., ( Float>=0.) & (Int<=1), "test x")
# test deleting children
config = Config()
config.a.x = 1
config.b.x = 2
config.c.x = 3
config.delete_children( 'a' )
l = sorted( config.children )
self.assertEqual(l, ['b', 'c'])
config = Config()
config.a.x = 1
config.b.x = 2
config.c.x = 3
config.delete_children( ['a','b'] )
l = sorted( config.children )
self.assertEqual(l, ['c'])
# test conversion to dictionaries
config = Config()
config.x = 1
config.y = 2
config.sub.x = 10
config.sub.y = 20
inp_dict = config.input_dict()
test = PrettyDict()
test.x = 1
test.y = 2
test.sub = PrettyDict()
test.sub.x = 10
test.sub.y = 20
self.assertEqual( test, inp_dict)
# clean_copy
config = Config()
config.gym.user_version = 1
config.gym.world_character_id = 2
config.gym.vol_model.type = "decoder"
_ = config.clean_copy()
"""
test = PrettyDict()
test.x = config("x", 1)
test.y = config("y", 22)
test.z = config("z", 33)
test.sub = PrettyDict()
test.sub.x = config.sub("x", 10)
test.sub.y = config.sub("y", 222)
test.sub.z = config.sub("z", 333)
usd_dict = config.usage_dict()
self.assertEqual( usd_dict, test )
"""
# test keys()
config = Config()
config.a = 1
config.x.b = 2
keys = list(config)
sorted(keys)
self.assertEqual( keys, ['a'])
keys = list(config.keys())
sorted(keys)
self.assertEqual( keys, ['a'])
# test update
config = Config()
config.a = 1
config.x.a = 1
config.z.a =1
config2 = Config()
config2.b = 2
config2.x.a = 2
config2.x.b = 2
config2.y.b = 2
config2.z = 2
config.update( config2 )
ur1 = config.input_report()
econfig = Config()
econfig.a = 1
econfig.b = 2
econfig.x.a = 2
econfig.x.b = 2
econfig.y.b = 2
econfig.z = 2
ur2 = econfig.input_report()
self.assertEqual( ur1, ur2 )
config = Config()
config.a = 1
config.x.a = 1
d = dict(b=2,x=dict(a=2,b=2),y=dict(b=2),z=2)
config.update(d)
ur2 = econfig.input_report()
self.assertEqual( ur1, ur2 )
# test str and repr
config = Config()