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orisys-sdk/src/orisys/capture/source.py
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ykcheungab 120b8c2cf6 为采集帧绑定主机时间与来源信息
采集时间随图像穿过处理队列,并修正未读帧的丢帧计数。通过采集与流水线针对性测试。
2026-10-11 12:48:34 +08:00

630 lines
22 KiB
Python

"""OpenCV-backed capture source with optional background thread and reconnect."""
from __future__ import annotations
import logging
import os
import sys
import threading
import time
from dataclasses import dataclass
from math import isfinite
from typing import Any, Protocol, runtime_checkable
import cv2
import numpy as np
from .config import (
CaptureConfig,
CaptureHealth,
CaptureStatus,
ReconnectPolicy,
SourceType,
)
logger = logging.getLogger(__name__)
@dataclass(frozen=True)
class CapturedFrame:
"""One image and the host clocks sampled when its capture read completed.
``sequence`` belongs to this source instance. ``media_time_ms`` is advisory
file metadata and is never substituted for the host acquisition clocks.
"""
image: np.ndarray
sequence: int
host_mono_ns: int
host_utc_ns: int
media_time_ms: float | None = None
@runtime_checkable
class VideoCaptureLike(Protocol):
"""Minimal protocol so tests can inject fake captures."""
def isOpened(self) -> bool: ...
def read(self) -> tuple[bool, Any]: ...
def release(self) -> None: ...
def get(self, propId: int) -> float: ...
def set(self, propId: int, value: float) -> bool: ...
def grab(self) -> bool: ...
def normalize_source(source: SourceType | None) -> SourceType:
"""Accept camera index, numeric string, V4L path, or filesystem path."""
if source is None:
return 0
if isinstance(source, str):
stripped = source.strip()
if not stripped:
return 0
if stripped.isdigit():
return int(stripped)
return stripped.rstrip("/\\") or stripped
return source
def is_live_camera(source: SourceType) -> bool:
"""True for camera indices and Linux V4L2 device paths."""
if isinstance(source, int):
return True
if isinstance(source, str) and source.startswith("/dev/video"):
return True
return False
def _backend_candidates(preferred: str = "auto") -> list[tuple[str, int]]:
preferred = (preferred or "auto").lower()
candidates: list[tuple[str, int]] = []
def add(name: str, attr: str) -> None:
if hasattr(cv2, attr):
candidates.append((name, getattr(cv2, attr)))
if preferred in ("dshow", "directshow") and sys.platform == "win32":
add("DSHOW", "CAP_DSHOW")
elif preferred in ("msmf",) and sys.platform == "win32":
add("MSMF", "CAP_MSMF")
elif preferred in ("v4l2", "v4l") and sys.platform.startswith("linux"):
add("V4L2", "CAP_V4L2")
elif preferred not in ("auto", "any", ""):
pass
if not candidates:
if sys.platform == "win32":
add("DSHOW", "CAP_DSHOW")
add("MSMF", "CAP_MSMF")
elif sys.platform.startswith("linux"):
add("V4L2", "CAP_V4L2")
if not candidates:
candidates.append(("ANY", cv2.CAP_ANY))
return candidates
def _fourcc_code(fourcc: str | None) -> int | None:
if not fourcc:
return None
text = str(fourcc).strip()
if len(text) != 4:
return None
return cv2.VideoWriter.fourcc(*text)
def _decode_fourcc(value: float) -> str:
fourcc_int = int(value)
if fourcc_int <= 0:
return "N/A"
bytes_ = [(fourcc_int >> (8 * i)) & 0xFF for i in range(4)]
return "".join(chr(b) if 32 <= b <= 126 else "." for b in bytes_)
def _read_stream_meta(cap: VideoCaptureLike) -> tuple[int, int, float, str]:
width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH) or 0)
height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT) or 0)
fps = float(cap.get(cv2.CAP_PROP_FPS) or 0.0)
fourcc = _decode_fourcc(cap.get(cv2.CAP_PROP_FOURCC) or 0)
return width, height, fps, fourcc
def _apply_stream_props(
cap: VideoCaptureLike,
*,
width: int | None,
height: int | None,
fps: float | None,
fourcc: str | None,
) -> None:
"""Apply live-camera stream properties (width/height before fourcc on DSHOW)."""
code = _fourcc_code(fourcc)
if width is not None:
cap.set(cv2.CAP_PROP_FRAME_WIDTH, float(width))
if height is not None:
cap.set(cv2.CAP_PROP_FRAME_HEIGHT, float(height))
if code is not None:
cap.set(cv2.CAP_PROP_FOURCC, code)
if fps is not None:
cap.set(cv2.CAP_PROP_FPS, float(fps))
# DSHOW often resets fourcc after size negotiation.
if code is not None:
cap.set(cv2.CAP_PROP_FOURCC, code)
def _warmup_capture(cap: VideoCaptureLike, *, grabs: int = 3) -> None:
for _ in range(max(0, grabs)):
try:
cap.grab()
except Exception:
break
def open_opencv_capture(
source: SourceType,
*,
backend: str = "auto",
width: int | None = None,
height: int | None = None,
fps: float | None = None,
fourcc: str | None = "MJPG",
apply_stream_props: bool = True,
) -> tuple[VideoCaptureLike, str]:
"""Open a ``cv2.VideoCapture`` trying preferred backends in order.
Returns ``(capture, backend_name)``.
"""
if sys.platform == "win32":
os.environ.setdefault("OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS", "0")
source = normalize_source(source)
live = is_live_camera(source)
last_error = "Failed to open video source."
requested_fourcc = (fourcc or "").strip().upper()
backends = _backend_candidates(backend) if live else [("ANY", cv2.CAP_ANY)]
for backend_name, backend_api in backends:
try:
if live and backend_api != cv2.CAP_ANY:
cap = cv2.VideoCapture(source, backend_api)
else:
cap = cv2.VideoCapture(source)
except Exception as exc: # pragma: no cover - OpenCV quirks
last_error = str(exc)
continue
if not cap.isOpened():
cap.release()
last_error = f"Backend {backend_name} failed to open {source!r}"
continue
if live and apply_stream_props:
_apply_stream_props(
cap,
width=width,
height=height,
fps=fps,
fourcc=fourcc,
)
_warmup_capture(cap)
_, _, _, negotiated = _read_stream_meta(cap)
if requested_fourcc and negotiated.upper() != requested_fourcc:
# Retry once: some drivers need a second fourcc set after warmup.
code = _fourcc_code(fourcc)
if code is not None:
cap.set(cv2.CAP_PROP_FOURCC, code)
_warmup_capture(cap, grabs=2)
return cap, backend_name
raise RuntimeError(last_error)
class CaptureSource:
"""Owns a video capture handle, optional background reader, and reconnect logic.
Optionally accepts an injected ``factory`` for tests::
CaptureSource(config, factory=lambda cfg: (FakeCap(), "FAKE"))
"""
def __init__(
self,
config: CaptureConfig,
*,
factory=None,
):
self.config = config
self._factory = factory or self._default_factory
self._cap: VideoCaptureLike | None = None
self._backend_name = ""
self._status = CaptureStatus(source=normalize_source(config.source))
self._reconnect_attempt = 0
self._lock = threading.Lock()
self._frame_lock = threading.Lock()
self._frame_cond = threading.Condition(self._frame_lock)
self._latest_frame: np.ndarray | None = None
self._latest_captured: CapturedFrame | None = None
self._latest_seq = 0
self._read_seq = 0
self._last_delivered_seq = 0
self._thread: threading.Thread | None = None
self._background_running = False
@staticmethod
def _default_factory(config: CaptureConfig) -> tuple[VideoCaptureLike, str]:
return open_opencv_capture(
config.source,
backend=config.backend,
width=config.width,
height=config.height,
fps=config.fps,
fourcc=config.fourcc,
apply_stream_props=is_live_camera(normalize_source(config.source)),
)
# Compatibility with older CaptureWorker API.
@property
def source(self) -> CaptureSource:
return self
@property
def running(self) -> bool:
return self._background_running
@property
def status(self) -> CaptureStatus:
with self._lock:
return CaptureStatus(
health=self._status.health,
source=self._status.source,
last_error=self._status.last_error,
last_frame_time=self._status.last_frame_time,
last_seq=self._status.last_seq,
dropped_frames=self._status.dropped_frames,
reconnect_attempts=self._status.reconnect_attempts,
consecutive_failures=self._status.consecutive_failures,
width=self._status.width,
height=self._status.height,
fps=self._status.fps,
backend_name=self._status.backend_name,
fourcc=self._status.fourcc,
)
@property
def cap(self) -> VideoCaptureLike | None:
"""Raw capture handle (compat with Sensor.cap)."""
return self._cap
def is_open(self) -> bool:
cap = self._cap
return cap is not None and cap.isOpened()
def open(self) -> None:
with self._lock:
self._status.health = CaptureHealth.CONNECTING
self._status.last_error = None
try:
cap, backend_name = self._factory(self.config)
except Exception as exc:
with self._lock:
self._status.health = CaptureHealth.FAILED
self._status.last_error = str(exc)
raise
with self._lock:
self._release_unlocked()
self._cap = cap
self._backend_name = backend_name
self._refresh_stream_meta_unlocked()
self._status.health = CaptureHealth.CONNECTED
self._status.backend_name = backend_name
self._status.consecutive_failures = 0
self._reconnect_attempt = 0
if self.config.verbose:
st = self.status
print(
f"OpenCV negotiated stream: FOURCC='{st.fourcc}', "
f"size={st.width}x{st.height}, fps={st.fps:.2f}, backend={st.backend_name}"
)
requested = (self.config.fourcc or "").strip().upper()
if (
requested
and is_live_camera(normalize_source(self.config.source))
and st.fourcc.upper() != requested
):
print(
f"Warning: requested FOURCC '{self.config.fourcc}' but camera "
f"negotiated '{st.fourcc}'."
)
def release(self) -> None:
self.stop_background()
with self._lock:
self._release_unlocked()
self._status.health = CaptureHealth.CLOSED
def close(self) -> None:
"""Stop background thread and release the capture handle."""
self.release()
def _release_unlocked(self) -> None:
if self._cap is not None:
try:
self._cap.release()
except Exception as exc:
# A failed release is not fatal, but it must not be invisible: the
# handle below is dropped either way, so a live-camera handle that
# OpenCV refused to free would otherwise leak silently until the
# process exits. Report it and keep tearing down.
logger.warning(
"capture: %r.release() failed: %s", self._backend_name or "capture", exc
)
self._cap = None
with self._frame_cond:
self._latest_frame = None
self._latest_captured = None
self._latest_seq = 0
def _refresh_stream_meta_unlocked(self) -> None:
cap = self._cap
if cap is None:
return
try:
width, height, fps, fourcc = _read_stream_meta(cap)
self._status.width = width
self._status.height = height
self._status.fps = fps
self._status.fourcc = fourcc
except Exception as exc:
# Metadata is advisory: a backend that cannot answer these get() calls
# still delivers frames, so do not fail the open. Record why the
# reported stream geometry is left at its previous/default values.
logger.warning("capture: could not read stream metadata: %s", exc)
def warmup_frames(self, count: int = 3) -> None:
"""Discard frames so the driver/format stabilizes (sync reads only)."""
if self._background_running:
return
for _ in range(max(0, int(count))):
self.read_raw()
def read_raw_stamped(self) -> CapturedFrame | None:
"""Read a frame and bind its identity and clocks before another read."""
cap = self._cap
if cap is None:
return None
try:
ok, frame = cap.read()
except Exception as exc:
with self._lock:
self._status.consecutive_failures += 1
self._status.last_error = str(exc)
return None
if not ok or frame is None:
with self._lock:
self._status.consecutive_failures += 1
return None
host_mono_ns = time.perf_counter_ns()
host_utc_ns = time.time_ns()
media_time_ms = None
if not is_live_camera(self._status.source):
try:
value = float(cap.get(cv2.CAP_PROP_POS_MSEC))
if isfinite(value) and value >= 0:
media_time_ms = value
except Exception as exc: # noqa: BLE001 - metadata must not stop capture
logger.debug("capture: media timestamp unavailable: %s", exc)
with self._lock:
self._read_seq += 1
sequence = self._read_seq
self._status.consecutive_failures = 0
self._status.last_frame_time = host_mono_ns / 1e9
if self._status.health != CaptureHealth.CONNECTED:
self._status.health = CaptureHealth.CONNECTED
return CapturedFrame(frame, sequence, host_mono_ns, host_utc_ns, media_time_ms)
def read_raw(self) -> tuple[bool, np.ndarray | None]:
"""Compatibility read without capture metadata."""
captured = self.read_raw_stamped()
return (captured is not None, None if captured is None else captured.image)
def read_latest_stamped(
self, *, copy: bool = True, wait_s: float = 0.0
) -> CapturedFrame | None:
"""Return a frame and its own stamp atomically from the background slot."""
if not self._background_running:
captured = self.read_raw_stamped()
if captured is not None and copy:
return CapturedFrame(
captured.image.copy(),
captured.sequence,
captured.host_mono_ns,
captured.host_utc_ns,
captured.media_time_ms,
)
return captured
deadline = time.perf_counter() + max(0.0, wait_s)
with self._frame_cond:
while self._latest_captured is None:
remaining = deadline - time.perf_counter()
if remaining <= 0:
return None
self._frame_cond.wait(timeout=remaining)
captured = self._latest_captured
self._last_delivered_seq = captured.sequence
if copy:
return CapturedFrame(
captured.image.copy(),
captured.sequence,
captured.host_mono_ns,
captured.host_utc_ns,
captured.media_time_ms,
)
return captured
def read_latest(
self,
*,
copy: bool = True,
wait_s: float = 0.0,
) -> tuple[bool, np.ndarray | None]:
"""Return the newest frame from the background thread, or read sync."""
captured = self.read_latest_stamped(copy=copy, wait_s=wait_s)
return (captured is not None, None if captured is None else captured.image)
def read(self, *, copy: bool = True, wait_s: float = 1.0) -> tuple[bool, np.ndarray | None]:
"""Compat alias used by finger runtime and older worker callers."""
wait = wait_s if wait_s > 0 else 1.0
return self.read_latest(copy=copy, wait_s=wait)
def start_background(self) -> None:
"""Start a daemon thread that keeps only the latest frame."""
if self._thread is not None:
return
if not self.is_open():
self.open()
self._background_running = True
self._thread = threading.Thread(
target=self._background_loop,
daemon=True,
name="orisys-capture",
)
self._thread.start()
if self.config.verbose:
print("Capture background thread started.")
def start(self) -> None:
"""Compat alias for ``start_background``."""
self.start_background()
def stop_background(self, timeout: float = 1.0) -> None:
self._background_running = False
if self._thread is not None:
self._thread.join(timeout=timeout)
self._thread = None
with self._frame_cond:
self._latest_frame = None
self._latest_captured = None
def stop(self, timeout: float = 1.0) -> None:
"""Compat alias for ``stop_background``."""
self.stop_background(timeout=timeout)
def _background_loop(self) -> None:
while self._background_running:
if self.should_reconnect():
if not self.reconnect():
time.sleep(0.05)
if self.status.health == CaptureHealth.FAILED:
time.sleep(0.2)
continue
captured = self.read_raw_stamped()
if captured is None:
if self.should_reconnect():
continue
time.sleep(0.001)
continue
with self._frame_cond:
if (
self._latest_captured is not None
and self._latest_captured.sequence > self._last_delivered_seq
):
with self._lock:
self._status.dropped_frames += 1
self._latest_seq = captured.sequence
self._latest_frame = captured.image
self._latest_captured = captured
with self._lock:
self._status.last_seq = self._latest_seq
self._frame_cond.notify_all()
def note_published(self, seq: int) -> None:
with self._lock:
self._status.last_seq = int(seq)
def note_dropped(self, n: int = 1) -> None:
with self._lock:
self._status.dropped_frames += int(n)
def should_reconnect(self) -> bool:
policy = self.config.reconnect
if not policy.enabled:
return False
with self._lock:
if self._status.health == CaptureHealth.CLOSED:
return False
if not self.is_open():
return True
if self._status.consecutive_failures >= max(1, policy.fail_threshold):
return True
if policy.stale_timeout_s is not None and self._status.last_frame_time is not None:
age = time.perf_counter() - self._status.last_frame_time
if age >= policy.stale_timeout_s and self._status.health == CaptureHealth.CONNECTED:
return True
return False
def reconnect(self) -> bool:
"""Attempt to reopen the capture. Returns True on success."""
policy: ReconnectPolicy = self.config.reconnect
if not policy.enabled:
return False
if policy.max_attempts is not None and self._reconnect_attempt >= policy.max_attempts:
with self._lock:
self._status.health = CaptureHealth.FAILED
self._status.last_error = "Reconnect attempts exhausted"
return False
with self._lock:
self._status.health = CaptureHealth.RECONNECTING
self._status.reconnect_attempts += 1
attempt = self._reconnect_attempt
self._reconnect_attempt += 1
self._release_unlocked()
delay = policy.next_backoff(attempt)
if self.config.verbose:
print(
f"Reconnecting to {self.config.source!r} "
f"(attempt {attempt + 1}, wait {delay:.2f}s)..."
)
time.sleep(delay)
try:
self.open()
return True
except Exception as exc:
with self._lock:
self._status.last_error = str(exc)
if policy.max_attempts is not None and self._reconnect_attempt >= policy.max_attempts:
self._status.health = CaptureHealth.FAILED
else:
self._status.health = CaptureHealth.RECONNECTING
return False
# Backward-compatible alias for one release cycle.
CaptureWorker = CaptureSource
def open_capture(
config: CaptureConfig,
*,
factory=None,
start_background: bool | None = None,
start_worker: bool | None = None,
) -> CaptureSource:
"""Open a capture source and optionally start its background thread.
For live cameras, the background thread starts by default (``config.background``).
File/video sources stay synchronous unless ``start_background=True``.
"""
source = CaptureSource(config, factory=factory)
source.open()
should_start = config.background
if start_background is not None:
should_start = start_background
elif start_worker is not None:
should_start = start_worker
live = is_live_camera(normalize_source(config.source))
if should_start and live:
source.start_background()
return source