Mapytex/mapytex/calculus/random/list.py

65 lines
1.8 KiB
Python

"""
List generator
--------------
This function ignores tree structure and works with lists
>>> values = list_generator(["a", "a*b", "b", "c"], conditions=["b%c==1"])
>>> values # doctest: +SKIP
{'a': -8, 'a*b': -40, 'b': 5, 'c': 4}
"""
from .core.generate import random_generator
from .core.grammar import extract_letters, eval_words
DEFAUTL_CONFIG = {
"rejected": [0],
"min_max": (-10, 10),
}
def list_generator(
var_list: list[str],
conditions: list[str] = [],
global_config: dict = {},
configs: dict = {},
) -> list[int]:
"""Generate random computed values from the list
:param rd_variables: list of random variables to generate (can be computed value - "a*b")
:param conditions: condition over variables
:param global_config: configuration for all variables
:param configs: configuration for each variables
:return: list of generated variables
:example:
>>> a, ab, b, c = list_generator(["a", "a*b", "b", "c"])
>>> a, ab, b, c # doctest: +SKIP
(5, -20, -4, -3)
>>> a * b == ab
True
>>> ab # doctest: +SKIP
-20
>>> a, b # doctest: +SKIP
5, -4
>>> a, ab, b, c = list_generator(["a", "a*b", "b", "c"], conditions=["a-b==0"])
>>> a - b == 0
True
>>> a, ab, b, c = list_generator(["a", "a*b", "b", "c"], global_config={"rejected": [2, 3, 5, 7]})
>>> a not in [2, 3, 5, 7]
True
>>> b not in [2, 3, 5, 7]
True
>>> c not in [2, 3, 5, 7]
True
>>> a, ab, b, c = list_generator(["a", "a*b", "b", "c"], configs={"a": {"rejected": [2, 3, 5, 7]}})
>>> a not in [2, 3, 5, 7]
True
"""
rv = extract_letters(var_list)
rv_gen = random_generator(
rv, conditions, dict(DEFAUTL_CONFIG, **global_config), configs
)
generated = eval_words(var_list, rv_gen)
return [generated[v] for v in var_list]