275 lines
5.5 KiB
Python
275 lines
5.5 KiB
Python
"""
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CIE 色度图底图渲染与缓存(工业版)
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特点:
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- colour-science 谱迹渲染
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- numpy RGBA 缓存
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- 内存 + 磁盘缓存
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- 支持 light / dark UI
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- 启动预热
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- 线程安全
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调用方式:
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bg, bbox = get_cie1931_background(mode="dark")
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ax.imshow(bg, extent=bbox)
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"""
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from __future__ import annotations
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import hashlib
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import os
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import threading
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from typing import Tuple
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import numpy as np
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# ----------------------------
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# 配置
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# ----------------------------
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# 渲染分辨率
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_DIAGRAM_RES = 1024
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# 缓存版本(风格变化时递增)
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_CACHE_VERSION = "v2"
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# UI 颜色
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_DARK_BG = "#0f1115"
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_LIGHT_BG = "#ffffff"
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_BBox = Tuple[float, float, float, float]
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_CIE1931_BBOX: _BBox = (0.0, 0.8, 0.0, 0.9)
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_CIE1976_BBOX: _BBox = (0.0, 0.65, 0.0, 0.6)
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_memory_cache: dict[str, np.ndarray] = {}
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_lock = threading.Lock()
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# ----------------------------
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# cache path
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# ----------------------------
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def _cache_dir() -> str:
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here = os.path.dirname(os.path.abspath(__file__))
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root = os.path.abspath(os.path.join(here, "..", ".."))
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d = os.path.join(root, "settings", "cache")
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os.makedirs(d, exist_ok=True)
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return d
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def _cache_key(kind: str, bbox: _BBox, mode: str) -> str:
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sig = f"{kind}|{bbox}|{mode}|{_DIAGRAM_RES}|{_CACHE_VERSION}"
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h = hashlib.md5(sig.encode()).hexdigest()[:10]
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return f"chromaticity_{kind}_{mode}_{h}.npy"
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def _cache_path(kind: str, bbox: _BBox, mode: str) -> str:
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return os.path.join(_cache_dir(), _cache_key(kind, bbox, mode))
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# ----------------------------
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# 渲染
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# ----------------------------
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def _render_chromaticity(kind: str, bbox: _BBox, mode: str) -> np.ndarray:
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"""
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通过 colour-science 渲染 chromaticity 图。
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"""
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import matplotlib
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prev_backend = matplotlib.get_backend()
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try:
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matplotlib.use("Agg", force=True)
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except Exception:
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pass
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import matplotlib.pyplot as plt
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import colour
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from colour.plotting import (
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plot_chromaticity_diagram_CIE1931,
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plot_chromaticity_diagram_CIE1976UCS,
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)
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if mode == "dark":
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colour.plotting.colour_style("dark")
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bg_color = _DARK_BG
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else:
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colour.plotting.colour_style("light")
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bg_color = _LIGHT_BG
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xmin, xmax, ymin, ymax = bbox
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aspect = (xmax - xmin) / (ymax - ymin)
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height = _DIAGRAM_RES
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width = int(round(height * aspect))
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fig = plt.figure(
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figsize=(width / 100.0, height / 100.0),
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dpi=100
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)
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fig.patch.set_facecolor(bg_color)
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ax = fig.add_axes([0, 0, 1, 1])
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ax.set_facecolor(bg_color)
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if kind == "cie1931":
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plot_chromaticity_diagram_CIE1931(
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axes=ax,
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show=False,
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title=False,
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tight_layout=False,
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bounding_box=bbox,
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transparent_background=False,
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)
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elif kind == "cie1976":
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plot_chromaticity_diagram_CIE1976UCS(
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axes=ax,
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show=False,
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title=False,
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tight_layout=False,
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bounding_box=bbox,
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transparent_background=False,
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)
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else:
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plt.close(fig)
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raise ValueError(f"unknown diagram kind: {kind}")
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ax.set_xlim(xmin, xmax)
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ax.set_ylim(ymin, ymax)
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ax.set_axis_off()
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ax.set_position([0, 0, 1, 1])
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fig.canvas.draw()
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buf = np.asarray(fig.canvas.buffer_rgba()).copy()
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buf = np.flipud(buf)
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plt.close(fig)
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try:
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matplotlib.use(prev_backend, force=True)
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except Exception:
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pass
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return buf
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# ----------------------------
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# load / render
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# ----------------------------
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def _load_or_render(kind: str, bbox: _BBox, mode: str) -> np.ndarray:
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key = _cache_key(kind, bbox, mode)
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with _lock:
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if key in _memory_cache:
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return _memory_cache[key]
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disk = _cache_path(kind, bbox, mode)
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if os.path.isfile(disk):
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try:
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arr = np.load(disk)
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_memory_cache[key] = arr
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return arr
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except Exception:
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try:
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os.remove(disk)
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except OSError:
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pass
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arr = _render_chromaticity(kind, bbox, mode)
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_memory_cache[key] = arr
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try:
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np.save(disk, arr)
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except Exception:
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pass
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return arr
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# ----------------------------
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# public API
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# ----------------------------
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def get_cie1931_background(mode: str = "dark") -> Tuple[np.ndarray, _BBox]:
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"""
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获取 CIE1931 背景图
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mode:
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"dark"
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"light"
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"""
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return _load_or_render("cie1931", _CIE1931_BBOX, mode), _CIE1931_BBOX
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def get_cie1976_background(mode: str = "dark") -> Tuple[np.ndarray, _BBox]:
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return _load_or_render("cie1976", _CIE1976_BBOX, mode), _CIE1976_BBOX
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# ----------------------------
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# cache control
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# ----------------------------
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def clear_cache(*, disk: bool = False) -> None:
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"""
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清空缓存
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"""
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with _lock:
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_memory_cache.clear()
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if disk:
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d = _cache_dir()
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for name in os.listdir(d):
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if name.startswith("chromaticity_"):
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try:
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os.remove(os.path.join(d, name))
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except OSError:
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pass
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# ----------------------------
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# warmup
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# ----------------------------
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def warmup_cache(mode: str = "dark") -> None:
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"""
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启动预热缓存
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可在软件启动时调用,避免首次绘图卡顿。
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"""
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get_cie1931_background(mode)
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get_cie1976_background(mode) |