ii-vision/screen.py
kris e0ab30d074 Fix deprecation warning on newer numpy
Similarity metric should be a float
2019-02-23 23:33:18 +00:00

105 lines
2.9 KiB
Python

"""Screen module represents Apple II video display."""
# from ortools.constraint_solver import pywrapcp
# from ortools.constraint_solver import routing_enums_pb2
import numpy as np
def bitmap_similarity(a1: np.array, a2: np.array) -> float:
"""Measure bitwise % similarity between two bitmap arrays"""
bits_different = np.sum(np.logical_xor(a1, a2)).item()
return 1. - (bits_different / (np.shape(a1)[0] * np.shape(a1)[1]))
class Bytemap:
"""Bitmap array with horizontal pixels packed into bytes."""
def __init__(self, bitmap: np.array):
self.ymax = bitmap.shape[0] # type: int
self.xmax = bitmap.shape[1] # type: int
if self.xmax % 7 != 0:
raise ValueError(
"Bitmap x dimension not divisible by 7: %d" % self.xmax)
self._unpacked_bitmap = bitmap
self.bytemap = self._pack() # type: np.array
def _pack(self) -> np.array:
pixels = self._unpacked_bitmap
# Insert zero column after every 7
for i in range(pixels.shape[1] // 7 - 1, -1, -1):
pixels = np.insert(pixels, (i + 1) * 7, False, axis=1)
# packbits is big-endian so we flip the array before and after to
# invert this
return np.flip(np.packbits(np.flip(pixels, axis=1), axis=1), axis=1)
def unpack(self) -> np.array:
"""Convert packed screen representation to bitmap."""
bm = np.unpackbits(self.bytemap, axis=1)
bm = np.delete(bm, np.arange(0, bm.shape[1], 8), axis=1)
# Need to flip each 7-bit sequence
reorder_cols = []
for i in range(bm.shape[1] // 7):
for j in range((i + 1) * 7 - 1, i * 7 - 1, -1):
reorder_cols.append(j)
bm = bm[:, reorder_cols]
return np.array(bm, dtype=np.bool)
class Bitmap:
XMAX = None # type: int
YMAX = None # type: int
def __init__(self, bitmap: np.array = None):
if bitmap is None:
self.bitmap = np.zeros((self.YMAX, self.XMAX), dtype=bool)
else:
self.bitmap = bitmap
def randomize(self) -> None:
self.bitmap = np.random.randint(
2, size=(self.YMAX, self.XMAX), dtype=bool)
def pack(self):
return Bytemap(self.bitmap)
@classmethod
def from_bytemap(cls, bytemap: Bytemap):
return cls(bytemap.unpack())
class HGR140Bitmap(Bitmap):
XMAX = 140 # double-wide pixels to not worry about colour effects
YMAX = 192
def pack(self):
# Double each pixel horizontally
return Bytemap(np.repeat(self.bitmap, 2, axis=1))
@classmethod
def from_bytemap(cls, bytemap: Bytemap):
# Undouble pixels
bm = bytemap.unpack()
return cls(
np.array(
np.delete(bm, np.arange(0, bm.shape[1], 2), axis=1),
dtype=np.bool
))
class HGRBitmap(Bitmap):
XMAX = 280
YMAX = 192
class DHGRBitmap(Bitmap):
XMAX = 560
YMAX = 192