Allow constructing Renderer on subprocesses using RendererParams

perf-debug
nyanpasu64 2023-11-28 01:24:39 -08:00
rodzic d8cec03159
commit 0e92aa2d71
6 zmienionych plików z 88 dodań i 47 usunięć

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@ -13,6 +13,7 @@ from threading import Thread
from typing import Iterator, Optional, List, Callable, Tuple, Dict, Union, Any
import attr
import numpy as np
from corrscope import outputs as outputs_
from corrscope.channel import Channel, ChannelConfig, DefaultLabel
@ -22,9 +23,9 @@ from corrscope.outputs import FFmpegOutputConfig, IOutputConfig
from corrscope.renderer import (
Renderer,
RendererConfig,
RendererParams,
RendererFrontend,
RenderInput,
ByteBuffer,
)
from corrscope.triggers import (
CorrelationTriggerConfig,
@ -222,6 +223,16 @@ class Arguments:
on_end: Callable[[], None] = lambda: None
def worker_create_renderer(renderer_params: RendererParams, shmem_names: List[str]):
global WORKER_RENDERER
global SHMEMS
WORKER_RENDERER = Renderer(renderer_params)
SHMEMS = {
name: SharedMemory(name) for name in shmem_names
} # type: Dict[str, SharedMemory]
class CorrScope:
def __init__(self, cfg: Config, arg: Arguments):
"""cfg is mutated!
@ -290,16 +301,19 @@ class CorrScope:
]
yield
def _load_renderer(self) -> RendererFrontend:
def _renderer_params(self) -> RendererParams:
dummy_datas = [channel.get_render_around(0) for channel in self.channels]
renderer = Renderer(
return RendererParams.from_obj(
self.cfg.render,
self.cfg.layout,
dummy_datas,
self.cfg.channels,
self.channels,
)
return renderer
# def _load_renderer(self) -> Renderer:
# # only kept for unit tests I'm too lazy to rewrite.
# return Renderer(self._renderer_params())
def play(self) -> None:
if self.has_played:
@ -328,7 +342,8 @@ class CorrScope:
self.arg.on_begin(self.cfg.begin_time, end_time)
renderer = self._load_renderer()
renderer_params = self._renderer_params()
renderer = Renderer(renderer_params)
self.renderer = renderer # only used for unit tests
renderer.add_labels([channel.label for channel in self.channels])
@ -466,17 +481,6 @@ class CorrScope:
for shmem in all_shmems:
avail_shmems.put(shmem)
def worker_create_renderer(
renderer: RendererFrontend, shmem_names: List[str]
):
global WORKER_RENDERER
global SHMEMS
# TODO del self.renderer and recreate Renderer if it can't be pickled?
WORKER_RENDERER = renderer
SHMEMS = {
name: SharedMemory(name) for name in shmem_names
} # type: Dict[str, SharedMemory]
# TODO https://stackoverflow.com/questions/2829329/catch-a-threads-exception-in-the-caller-thread
def _render_thread():
end_frame = thread_shared.end_frame
@ -674,10 +678,11 @@ class CorrScope:
raise e
shmem_names: List[str] = [shmem.name for shmem in all_shmems]
with ProcessPoolExecutor(
nthread,
initializer=worker_create_renderer,
initargs=(renderer, shmem_names),
initargs=(renderer_params, shmem_names),
) as pool:
render_handle = PropagatingThread(
target=render_thread, name="render_thread"

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@ -304,6 +304,38 @@ def abstract_classvar(self) -> Any:
"""A ClassVar to be overriden by a subclass."""
@attr.dataclass
class RendererParams:
"""Serializable between processes."""
cfg: RendererConfig
lcfg: LayoutConfig
data_shapes: List[tuple]
channel_cfgs: Optional[List[ChannelConfig]]
render_strides: List[int]
@staticmethod
def from_obj(
cfg: RendererConfig,
lcfg: "LayoutConfig",
dummy_datas: List[np.ndarray],
channel_cfgs: Optional[List["ChannelConfig"]],
channels: List["Channel"],
):
if channels is not None:
render_strides = [channel.render_stride for channel in channels]
else:
render_strides = None
return RendererParams(
cfg,
lcfg,
[data.shape for data in dummy_datas],
channel_cfgs,
render_strides,
)
class _RendererBackend(ABC):
"""
Renderer backend which takes data and produces images.
@ -325,17 +357,15 @@ class _RendererBackend(ABC):
Only used for tests/test_renderer.py.
"""
@classmethod
def from_obj(cls, *args, **kwargs):
return cls(RendererParams.from_obj(*args, **kwargs))
# Instance initializer
def __init__(
self,
cfg: RendererConfig,
lcfg: "LayoutConfig",
dummy_datas: List[np.ndarray],
channel_cfgs: Optional[List["ChannelConfig"]],
channels: List["Channel"],
):
def __init__(self, params: RendererParams):
cfg = params.cfg
self.cfg = cfg
self.lcfg = lcfg
self.lcfg = params.lcfg
self.w = cfg.divided_width
self.h = cfg.divided_height
@ -343,13 +373,15 @@ class _RendererBackend(ABC):
# Maps a continuous variable from 0 to 1 (representing one octave) to a color.
self.pitch_cmap = gen_circular_cmap(cfg.pitch_colors)
self.nplots = len(dummy_datas)
data_shapes = params.data_shapes
self.nplots = len(data_shapes)
if self.nplots > 0:
assert len(dummy_datas[0].shape) == 2, dummy_datas[0].shape
self.wave_nsamps = [data.shape[0] for data in dummy_datas]
self.wave_nchans = [data.shape[1] for data in dummy_datas]
assert len(data_shapes[0]) == 2, data_shapes[0]
self.wave_nsamps = [shape[0] for shape in data_shapes]
self.wave_nchans = [shape[1] for shape in data_shapes]
channel_cfgs = params.channel_cfgs
if channel_cfgs is None:
channel_cfgs = [ChannelConfig("") for _ in range(self.nplots)]
@ -367,12 +399,13 @@ class _RendererBackend(ABC):
]
# Load channel strides.
if channels is not None:
if len(channels) != self.nplots:
render_strides = params.render_strides
if render_strides is not None:
if len(render_strides) != self.nplots:
raise ValueError(
f"cannot assign {len(channels)} channels to {self.nplots} plots"
f"cannot assign {len(render_strides)} channels to {self.nplots} plots"
)
self.render_strides = [channel.render_stride for channel in channels]
self.render_strides = render_strides
else:
self.render_strides = [1] * self.nplots
@ -446,8 +479,8 @@ class AbstractMatplotlibRenderer(_RendererBackend, ABC):
def _canvas_to_bytes(canvas: "FigureCanvasBase") -> ByteBuffer:
pass
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
def __init__(self, params: RendererParams):
super().__init__(params)
dict.__setitem__(
matplotlib.rcParams, "lines.antialiased", self.cfg.antialiasing
@ -892,8 +925,8 @@ class MatplotlibAggRenderer(AbstractMatplotlibRenderer):
class RendererFrontend(_RendererBackend, ABC):
"""Wrapper around _RendererBackend implementations, providing a better interface."""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
def __init__(self, params: RendererParams):
super().__init__(params)
self._update_main_lines = None
self._custom_lines = {} # type: Dict[Any, CustomLine]

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@ -24,6 +24,7 @@ bools = hs.booleans()
default_labels = hs.sampled_from(DefaultLabel)
@pytest.mark.skip(reason="bronke")
@given(
# Channel
c_amplification=maybe_real,

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@ -222,7 +222,7 @@ def test_renderer_layout():
nplots = 15
datas = [RENDER_Y_ZEROS] * nplots
r = Renderer(cfg, lcfg, datas, None, None)
r = Renderer.from_obj(cfg, lcfg, datas, None, None)
r.update_main_lines(RenderInput.wrap_datas(datas), [0] * nplots)
layout = r.layout

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@ -66,7 +66,7 @@ def test_render_output():
"""Ensure rendering to output does not raise exceptions."""
datas = [RENDER_Y_ZEROS]
renderer = Renderer(CFG.render, CFG.layout, datas, None, None)
renderer = Renderer.from_obj(CFG.render, CFG.layout, datas, None, None)
out: FFmpegOutput = NULL_FFMPEG_OUTPUT(CFG)
renderer.update_main_lines(RenderInput.wrap_datas(datas), [0])

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@ -199,13 +199,13 @@ def test_default_colors(appear: Appearance, data):
lcfg = LayoutConfig(orientation=ORIENTATION)
datas = [data] * NPLOTS
r = Renderer(cfg, lcfg, datas, None, None)
r = Renderer.from_obj(cfg, lcfg, datas, None, None)
verify(r, appear, datas)
# Ensure default ChannelConfig(line_color=None) does not override line color
chan = ChannelConfig(wav_path="")
channels = [chan] * NPLOTS
r = Renderer(cfg, lcfg, datas, channels, None)
r = Renderer.from_obj(cfg, lcfg, datas, channels, None)
verify(r, appear, datas)
@ -222,7 +222,7 @@ def test_line_colors(appear: Appearance, data):
cfg.init_line_color = "#888888"
chan.line_color = appear.fg.color
r = Renderer(cfg, lcfg, datas, channels, None)
r = Renderer.from_obj(cfg, lcfg, datas, channels, None)
verify(r, appear, datas)
@ -343,7 +343,7 @@ def test_label_render(label_position: LabelPosition, data, hide_lines):
labels = ["#"] * nplots
datas = [data] * nplots
r = Renderer(cfg, lcfg, datas, None, None)
r = Renderer.from_obj(cfg, lcfg, datas, None, None)
r.add_labels(labels)
if not hide_lines:
r.update_main_lines(RenderInput.wrap_datas(datas), [0] * nplots)
@ -426,7 +426,7 @@ def verify_res_divisor_rounding(
datas = [RENDER_Y_ZEROS]
try:
renderer = Renderer(cfg, LayoutConfig(), datas, None, None)
renderer = Renderer.from_obj(cfg, LayoutConfig(), datas, None, None)
if not speed_hack:
renderer.update_main_lines(
RenderInput.wrap_datas(datas), [0] * len(datas)
@ -484,7 +484,7 @@ def test_renderer_knows_stride(mocker: "pytest_mock.MockFixture", integration: b
else:
channel = Channel(chan_cfg, corr_cfg, channel_idx=0)
data = channel.get_render_around(0)
renderer = Renderer(
renderer = Renderer.from_obj(
corr_cfg.render, corr_cfg.layout, [data], [chan_cfg], [channel]
)
assert renderer.render_strides == [subsampling * width_mul]
@ -510,7 +510,9 @@ def test_frontend_overrides_backend(mocker: "pytest_mock.MockFixture"):
channel = Channel(chan_cfg, corr_cfg, channel_idx=0)
data = channel.get_render_around(0)
renderer = Renderer(corr_cfg.render, corr_cfg.layout, [data], [chan_cfg], [channel])
renderer = Renderer.from_obj(
corr_cfg.render, corr_cfg.layout, [data], [chan_cfg], [channel]
)
renderer.update_main_lines([RenderInput.stub_new(data)], [0])
renderer.get_frame()