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authorDevtools Arcadia <arcadia-devtools@yandex-team.ru>2022-02-07 18:08:42 +0300
committerDevtools Arcadia <arcadia-devtools@mous.vla.yp-c.yandex.net>2022-02-07 18:08:42 +0300
commit1110808a9d39d4b808aef724c861a2e1a38d2a69 (patch)
treee26c9fed0de5d9873cce7e00bc214573dc2195b7 /library/python/func
downloadydb-1110808a9d39d4b808aef724c861a2e1a38d2a69.tar.gz
intermediate changes
ref:cde9a383711a11544ce7e107a78147fb96cc4029
Diffstat (limited to 'library/python/func')
-rw-r--r--library/python/func/__init__.py170
-rw-r--r--library/python/func/ut/test_func.py162
-rw-r--r--library/python/func/ut/ya.make11
-rw-r--r--library/python/func/ya.make11
4 files changed, 354 insertions, 0 deletions
diff --git a/library/python/func/__init__.py b/library/python/func/__init__.py
new file mode 100644
index 0000000000..7424361635
--- /dev/null
+++ b/library/python/func/__init__.py
@@ -0,0 +1,170 @@
+import functools
+import threading
+import collections
+
+
+def map0(func, value):
+ return func(value) if value is not None else value
+
+
+def single(x):
+ if len(x) != 1:
+ raise Exception('Length of {} is not equal to 1'.format(x))
+ return x[0]
+
+
+class _Result(object):
+ pass
+
+
+def lazy(func):
+ result = _Result()
+
+ @functools.wraps(func)
+ def wrapper(*args):
+ try:
+ return result.result
+ except AttributeError:
+ result.result = func(*args)
+
+ return result.result
+
+ return wrapper
+
+
+def lazy_property(fn):
+ attr_name = '_lazy_' + fn.__name__
+
+ @property
+ def _lazy_property(self):
+ if not hasattr(self, attr_name):
+ setattr(self, attr_name, fn(self))
+ return getattr(self, attr_name)
+
+ return _lazy_property
+
+
+class classproperty(object):
+ def __init__(self, func):
+ self.func = func
+
+ def __get__(self, _, owner):
+ return self.func(owner)
+
+
+class lazy_classproperty(object):
+ def __init__(self, func):
+ self.func = func
+
+ def __get__(self, _, owner):
+ attr_name = '_lazy_' + self.func.__name__
+
+ if not hasattr(owner, attr_name):
+ setattr(owner, attr_name, self.func(owner))
+ return getattr(owner, attr_name)
+
+
+def memoize(limit=0, thread_local=False):
+ assert limit >= 0
+
+ def decorator(func):
+ memory = {}
+ lock = threading.Lock()
+
+ if limit:
+ keys = collections.deque()
+
+ def get(args):
+ try:
+ return memory[args]
+ except KeyError:
+ with lock:
+ if args not in memory:
+ fargs = args[-1]
+ memory[args] = func(*fargs)
+ keys.append(args)
+ if len(keys) > limit:
+ del memory[keys.popleft()]
+ return memory[args]
+
+ else:
+
+ def get(args):
+ if args not in memory:
+ with lock:
+ if args not in memory:
+ fargs = args[-1]
+ memory[args] = func(*fargs)
+ return memory[args]
+
+ if thread_local:
+
+ @functools.wraps(func)
+ def wrapper(*args):
+ th = threading.current_thread()
+ return get((th.ident, th.name, args))
+
+ else:
+
+ @functools.wraps(func)
+ def wrapper(*args):
+ return get(('', '', args))
+
+ return wrapper
+
+ return decorator
+
+
+# XXX: add test
+def compose(*functions):
+ def compose2(f, g):
+ return lambda x: f(g(x))
+
+ return functools.reduce(compose2, functions, lambda x: x)
+
+
+class Singleton(type):
+ _instances = {}
+
+ def __call__(cls, *args, **kwargs):
+ if cls not in cls._instances:
+ cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs)
+ return cls._instances[cls]
+
+
+def stable_uniq(it):
+ seen = set()
+ res = []
+ for e in it:
+ if e not in seen:
+ res.append(e)
+ seen.add(e)
+ return res
+
+
+def first(it):
+ for d in it:
+ if d:
+ return d
+
+
+def split(data, func):
+ l, r = [], []
+ for e in data:
+ if func(e):
+ l.append(e)
+ else:
+ r.append(e)
+ return l, r
+
+
+def flatten_dict(dd, separator='.', prefix=''):
+ return (
+ {
+ prefix + separator + k if prefix else k: v
+ for kk, vv in dd.items()
+ for k, v in flatten_dict(vv, separator, kk).items()
+ }
+ if isinstance(dd, dict)
+ else {prefix: dd}
+ )
diff --git a/library/python/func/ut/test_func.py b/library/python/func/ut/test_func.py
new file mode 100644
index 0000000000..3c4fad1a07
--- /dev/null
+++ b/library/python/func/ut/test_func.py
@@ -0,0 +1,162 @@
+import pytest
+import threading
+
+import library.python.func as func
+
+
+def test_map0():
+ assert None is func.map0(lambda x: x + 1, None)
+ assert 3 == func.map0(lambda x: x + 1, 2)
+ assert None is func.map0(len, None)
+ assert 2 == func.map0(len, [1, 2])
+
+
+def test_single():
+ assert 1 == func.single([1])
+ with pytest.raises(Exception):
+ assert 1 == func.single([])
+ with pytest.raises(Exception):
+ assert 1 == func.single([1, 2])
+
+
+def test_memoize():
+ class Counter(object):
+ @staticmethod
+ def inc():
+ Counter._qty = getattr(Counter, '_qty', 0) + 1
+ return Counter._qty
+
+ @func.memoize()
+ def t1(a):
+ return a, Counter.inc()
+
+ @func.memoize()
+ def t2(a):
+ return a, Counter.inc()
+
+ @func.memoize()
+ def t3(a):
+ return a, Counter.inc()
+
+ @func.memoize()
+ def t4(a):
+ return a, Counter.inc()
+
+ @func.memoize()
+ def t5(a, b, c):
+ return a + b + c, Counter.inc()
+
+ @func.memoize()
+ def t6():
+ return Counter.inc()
+
+ @func.memoize(limit=2)
+ def t7(a, _b):
+ return a, Counter.inc()
+
+ assert (1, 1) == t1(1)
+ assert (1, 1) == t1(1)
+ assert (2, 2) == t1(2)
+ assert (2, 2) == t1(2)
+
+ assert (1, 3) == t2(1)
+ assert (1, 3) == t2(1)
+ assert (2, 4) == t2(2)
+ assert (2, 4) == t2(2)
+
+ assert (1, 5) == t3(1)
+ assert (1, 5) == t3(1)
+ assert (2, 6) == t3(2)
+ assert (2, 6) == t3(2)
+
+ assert (1, 7) == t4(1)
+ assert (1, 7) == t4(1)
+ assert (2, 8) == t4(2)
+ assert (2, 8) == t4(2)
+
+ assert (6, 9) == t5(1, 2, 3)
+ assert (6, 9) == t5(1, 2, 3)
+ assert (7, 10) == t5(1, 2, 4)
+ assert (7, 10) == t5(1, 2, 4)
+
+ assert 11 == t6()
+ assert 11 == t6()
+
+ assert (1, 12) == t7(1, None)
+ assert (2, 13) == t7(2, None)
+ assert (1, 12) == t7(1, None)
+ assert (2, 13) == t7(2, None)
+ # removed result for (1, None)
+ assert (3, 14) == t7(3, None)
+ assert (1, 15) == t7(1, None)
+
+ class ClassWithMemoizedMethod(object):
+ def __init__(self):
+ self.a = 0
+
+ @func.memoize(True)
+ def t(self, i):
+ self.a += i
+ return i
+
+ obj = ClassWithMemoizedMethod()
+ assert 10 == obj.t(10)
+ assert 10 == obj.a
+ assert 10 == obj.t(10)
+ assert 10 == obj.a
+
+ assert 20 == obj.t(20)
+ assert 30 == obj.a
+ assert 20 == obj.t(20)
+ assert 30 == obj.a
+
+
+def test_first():
+ assert func.first([0, [], (), None, False, {}, 0.0, '1', 0]) == '1'
+ assert func.first([]) is None
+ assert func.first([0]) is None
+
+
+def test_split():
+ assert func.split([1, 1], lambda x: x) == ([1, 1], [])
+ assert func.split([0, 0], lambda x: x) == ([], [0, 0])
+ assert func.split([], lambda x: x) == ([], [])
+ assert func.split([1, 0, 1], lambda x: x) == ([1, 1], [0])
+
+
+def test_flatten_dict():
+ assert func.flatten_dict({"a": 1, "b": 2}) == {"a": 1, "b": 2}
+ assert func.flatten_dict({"a": 1}) == {"a": 1}
+ assert func.flatten_dict({}) == {}
+ assert func.flatten_dict({"a": 1, "b": {"c": {"d": 2}}}) == {"a": 1, "b.c.d": 2}
+ assert func.flatten_dict({"a": 1, "b": {"c": {"d": 2}}}, separator="/") == {"a": 1, "b/c/d": 2}
+
+
+def test_memoize_thread_local():
+ class Counter(object):
+ def __init__(self, s):
+ self.val = s
+
+ def inc(self):
+ self.val += 1
+ return self.val
+
+ @func.memoize(thread_local=True)
+ def get_counter(start):
+ return Counter(start)
+
+ def th_inc():
+ assert get_counter(0).inc() == 1
+ assert get_counter(0).inc() == 2
+ assert get_counter(10).inc() == 11
+ assert get_counter(10).inc() == 12
+
+ th_inc()
+
+ th = threading.Thread(target=th_inc)
+ th.start()
+ th.join()
+
+
+if __name__ == '__main__':
+ pytest.main([__file__])
diff --git a/library/python/func/ut/ya.make b/library/python/func/ut/ya.make
new file mode 100644
index 0000000000..5ec6c1225e
--- /dev/null
+++ b/library/python/func/ut/ya.make
@@ -0,0 +1,11 @@
+OWNER(g:yatool)
+
+PY23_TEST()
+
+TEST_SRCS(test_func.py)
+
+PEERDIR(
+ library/python/func
+)
+
+END()
diff --git a/library/python/func/ya.make b/library/python/func/ya.make
new file mode 100644
index 0000000000..9d414a976e
--- /dev/null
+++ b/library/python/func/ya.make
@@ -0,0 +1,11 @@
+OWNER(g:yatool)
+
+PY23_LIBRARY()
+
+PY_SRCS(__init__.py)
+
+END()
+
+RECURSE_FOR_TESTS(
+ ut
+)