404 lines
13 KiB
Python
404 lines
13 KiB
Python
from functools import partial
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from types import FunctionType
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from typing import Callable, Optional
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import numpy as np
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from simple_term_menu import TerminalMenu
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from typing_extensions import Concatenate
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from simulator import BooleanNetwork
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def ShowMenu(options: list[str], title: str = "", highlight_entry: int = 0) -> int:
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menu = TerminalMenu(
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menu_entries=options,
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title=title,
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multi_select=False,
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cursor_index=highlight_entry,
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)
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selectedIndex = menu.show()
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if selectedIndex is None:
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selectedIndex = len(options) - 1
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return selectedIndex # pyright: ignore[reportReturnType]
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def Continue(title="") -> None:
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ShowMenu(title=title, options=[None, "Continue"], highlight_entry=1)
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print()
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# def MainMenu() -> None:
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# global currentFunction
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# options = ["Simulator", "Calculator", "Quit"]
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# actions: list[Callable[[], None]] = [SimulatorMenu, StopApplication]
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# selectedIndex = ShowMenu(
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# options, title="Boolean Network Simulator\nby Tom Zuidberg"
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# )
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# currentFunction = actions[selectedIndex]
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def StopApplication() -> None:
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quit()
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def MainMenu() -> None:
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global currentFunction
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def SelectExampleMenu() -> None:
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def bn4nodeSync() -> None:
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functions = [
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lambda x1, x2, x3, x4: not x2,
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lambda x1, x2, x3, x4: x1,
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lambda x1, x2, x3, x4: x1 ^ x4,
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lambda x1, x2, x3, x4: x3,
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]
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bn = BooleanNetwork(4).UseSynchronousScheme().SetFunctions(functions)
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global currentFunction
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funcStrings = ["not x2", "x1", "x1 ^ x4", "x3"]
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currentFunction = partial(BooleanNetworkMenu, bn, functions, funcStrings)
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def bn4nodeSeq() -> None:
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functions = [
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lambda x1, x2, x3, x4: not x2,
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lambda x1, x2, x3, x4: x1,
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lambda x1, x2, x3, x4: x1 ^ x4,
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lambda x1, x2, x3, x4: x3,
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]
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bn = (
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BooleanNetwork(4)
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.UseSequentialScheme([1, 2, 3, 4])
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.SetFunctions(functions)
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)
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global currentFunction
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funcStrings = ["not x2", "x1", "x1 ^ x4", "x3"]
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currentFunction = partial(BooleanNetworkMenu, bn, functions, funcStrings)
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def bn3nodeSync() -> None:
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functions = [
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lambda x1, x2, x3: not x3,
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lambda x1, x2, x3: not x1,
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lambda x1, x2, x3: not x2,
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]
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bn = BooleanNetwork(3).UseSynchronousScheme().SetFunctions(functions)
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global currentFunction
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funcStrings = ["not x3", "not x1", "not x2"]
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currentFunction = partial(BooleanNetworkMenu, bn, functions, funcStrings)
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def bn3nodeSeq() -> None:
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functions = [
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lambda x1, x2, x3: not x3,
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lambda x1, x2, x3: not x1,
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lambda x1, x2, x3: not x2,
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]
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bn = (
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BooleanNetwork(3).UseSequentialScheme([1, 2, 3]).SetFunctions(functions)
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)
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global currentFunction
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funcStrings = ["not x3", "not x1", "not x2"]
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currentFunction = partial(BooleanNetworkMenu, bn, functions, funcStrings)
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def ReturnHelper() -> None:
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global currentFunction
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currentFunction = MainMenu
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title = "Select an example boolean network:"
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options = [
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"4-node network with synchronous update",
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"4-node network with sequential update",
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"3-node repressilator network with synchronous update",
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"3-node repressilator network with sequential update",
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"Return to main menu",
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]
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actions = [bn4nodeSync, bn4nodeSeq, bn3nodeSync, bn3nodeSeq, ReturnHelper]
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actions[ShowMenu(options=options, title=title)]()
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options = [
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"Set up a new boolean network",
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"Set up a boolean network from existing ones",
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"Quit",
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]
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actions: list[Callable[[], None]] = [
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BooleanNetworkMenu,
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SelectExampleMenu,
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StopApplication,
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]
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selectedIndex = ShowMenu(
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options, title="Boolean Network Simulator\nby Tom Zuidberg"
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)
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currentFunction = actions[selectedIndex]
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def BooleanNetworkMenu(
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bn: Optional[BooleanNetwork] = None,
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funcs: Optional[list[Callable[Concatenate[bool, ...], bool]]] = None,
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funcStrings: Optional[list[str]] = None,
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) -> None:
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global currentFunction
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boolNetwork: BooleanNetwork = BooleanNetwork(3)
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writeToFile: bool = False
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done: bool = False
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functions: list = [None for _ in range(3)]
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functionStrings: list = [None for _ in range(3)]
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functionsDirtyFlag = False
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current_highlight = 0
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if bn is not None and funcStrings is not None and funcs is not None:
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boolNetwork = bn
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functions = funcs
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functionStrings = funcStrings
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def Menu() -> None:
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nonlocal current_highlight
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title: str = f"Boolean Network: {boolNetwork} (timeStep | state)"
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options = [
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f"Set size (current: {boolNetwork.size}) WARNING: this will reset all other options!",
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f"Set state (current: {str(boolNetwork)[-boolNetwork.size :]})",
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f"Set update scheme (current: {boolNetwork.updateScheme})",
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*[
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f"Set update function of node x{i} (current: {functionStrings[i - 1]})"
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for i in range(1, boolNetwork.size + 1)
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],
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None,
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"Update once (hold ENTER for continuous updates)",
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"Update multiple times",
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f"Write to file (works only with multi-update) (current: {writeToFile})",
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"Get Markov-Chain matrix (resets timeStep and state)",
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"Get stationairy distribution (resets timeStep and state)",
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None,
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"Return to main menu",
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]
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actions = [
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SetSizeHelper,
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SetStateHelper,
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SetUpdateSchemeHelper,
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*[partial(SetFunctionHelper, i) for i in range(boolNetwork.size)],
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None,
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UpdateHelper,
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MultiUpdateHelper,
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ToggleWriteToFileHelper,
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GetMarkovChainHelper,
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GetStableDistrHelper,
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None,
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ReturnHelper,
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]
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if boolNetwork.updateScheme in ("synchronous", "sequential", None):
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options.pop(-3)
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actions.pop(-3)
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selectedIndex = ShowMenu(
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options=options, title=title, highlight_entry=current_highlight
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)
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current_highlight = selectedIndex
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actions[selectedIndex]()
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def SetSizeHelper() -> None:
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nonlocal boolNetwork, functions, functionStrings
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while True:
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size = input("Set new size (Leave empty to cancel):\n").strip()
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if size == "":
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print("Cancelled")
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return
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try:
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size = int(size)
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except ValueError:
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print("Please enter only integers.")
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continue
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boolNetwork = BooleanNetwork(size)
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functions = [None for _ in range(size)]
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functionStrings = [None for _ in range(size)]
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return
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def SetStateHelper() -> None:
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nonlocal boolNetwork
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while True:
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state = input(
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"Set new state (Leave empty to cancel).\nAccepted format example: '01001'\n"
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).strip()
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if state == "":
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print("Cancelled")
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return
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try:
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boolNetwork.SetState(state)
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return
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except AssertionError as e:
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print("Invalid input:", e)
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def SetUpdateSchemeHelper() -> None:
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nonlocal boolNetwork
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def SetSequentialHelper() -> None:
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while True:
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seq = input(
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"Set sequence. (Leave empty to cancel)\nFormat example: '1,4,3,2'\n"
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).strip()
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if seq == "":
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print("Cancelled")
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return
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seq = seq.split(",")
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try:
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seq = [int(i) for i in seq]
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boolNetwork.UseSequentialScheme(seq)
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return
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except Exception as e:
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print("Invalid input:", e)
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def SetProbabilisticHelper() -> None:
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while True:
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chance = input(
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"Set flip chance as float between 0.0 and 1.0. (Leave empty to cancel)\n"
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).strip()
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if chance == "":
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print("Cancelled")
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return
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try:
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chance = float(chance)
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boolNetwork.UseProbabilisticScheme(chance)
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return
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except Exception as e:
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print("Invalid input:", e)
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title = "Select update scheme:"
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options = [
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"Synchronous update scheme",
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"Sequential update scheme",
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"Probabilistic update scheme",
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"Asynchronous random update scheme",
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"Cancel",
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]
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actions = [
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lambda: boolNetwork.UseSynchronousScheme(),
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SetSequentialHelper,
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SetProbabilisticHelper,
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lambda: boolNetwork.UseAsynchronousRandomScheme(),
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lambda: None,
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]
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actions[ShowMenu(options=options, title=title)]()
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def UpdateHelper() -> None:
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nonlocal functions, boolNetwork, functionsDirtyFlag
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if functionsDirtyFlag:
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try:
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boolNetwork.SetFunctions(functions)
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functionsDirtyFlag = False
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except Exception as e:
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print("Error while updating the functions:", e)
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return
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try:
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boolNetwork.Update()
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except Exception as e:
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print("Error while simulating once:", e)
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def MultiUpdateHelper() -> None:
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nonlocal boolNetwork, writeToFile, functions, functionsDirtyFlag
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if functionsDirtyFlag:
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try:
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boolNetwork.SetFunctions(functions)
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functionsDirtyFlag = False
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except Exception as e:
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print("Error while updating functions:", e)
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n = 0
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while True:
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n = input(
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"Enter amount of time steps to be simulated. (Leave empty to cancel)\n"
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).strip()
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if n == "":
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print("Cancelled")
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return
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try:
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n = int(n)
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if n < 0:
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raise ValueError
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break
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except ValueError:
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print("Invalid input")
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try:
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boolNetwork.Update(
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n, verbose=not writeToFile or n < 1000, writeToFile=writeToFile
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)
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Continue("Writing to file completed") if writeToFile else Continue()
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except Exception as e:
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print("Error while simulating:", e)
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def GetMarkovChainHelper() -> None:
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nonlocal boolNetwork
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print(boolNetwork.GetTransitionMatrix())
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Continue()
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boolNetwork.SetState([False for _ in range(boolNetwork.size)])
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def GetStableDistrHelper() -> None:
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print(boolNetwork.GetStableProbabilityDistribution())
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Continue()
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boolNetwork.SetState([False for _ in range(boolNetwork.size)])
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def SetFunctionHelper(index: int) -> None:
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nonlocal boolNetwork, functions, functionStrings, functionsDirtyFlag
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while True:
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funcString = input(
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f"Set new function for node x{index + 1}. The function will receive all nodes in form of x1, x2, ..., x[size]. (Leave empty to cancel)\n"
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)
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if funcString == "":
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print("Cancelled")
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return
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try:
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func = (
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"lambda "
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+ ",".join(f"x{i}" for i in range(1, boolNetwork.size + 1))
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+ ":"
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+ funcString
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)
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func = eval(func)
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if not isinstance(func, FunctionType):
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print("Please enter a valid function. Got: " + func)
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continue
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functions[index] = func
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functionStrings[index] = funcString
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functionsDirtyFlag = True
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return
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except Exception as e:
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print("Error while parsing function:", e)
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def ToggleWriteToFileHelper():
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nonlocal writeToFile
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writeToFile = not writeToFile
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def ReturnHelper():
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nonlocal done
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done = True
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while not done:
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Menu()
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currentFunction = MainMenu
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def main() -> None:
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global currentFunction
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currentFunction = MainMenu
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np.set_printoptions(precision=5, linewidth=300, sign=" ")
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while True:
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currentFunction()
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if __name__ == "__main__":
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main()
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