Пример #1
0
def recording_update_to_latest_new_style(rec_dir: str):
    info_file = RecordingInfoFile.read_file_from_recording(rec_dir)
    check_min_player_version(info_file)

    # incremental upgrade ...
    if info_file.meta_version < parse_version("2.1"):
        info_file = update_newstyle_20_21(rec_dir)
    if info_file.meta_version < parse_version("2.2"):
        info_file = update_newstyle_21_22(rec_dir)
    if info_file.meta_version < parse_version("2.3"):
        info_file = update_newstyle_22_23(rec_dir)
Пример #2
0
def update_newstyle_20_21(rec_dir: str):
    # There was a bug in v1.16 and v1.17 that caused corrupted gaze data when
    # transforming a PI recording to new_style. Need to delete and re-transform.
    info_file = RecordingInfoFile.read_file_from_recording(rec_dir)

    if (info_file.recording_software_name ==
            RecordingInfoFile.RECORDING_SOFTWARE_NAME_PUPIL_INVISIBLE):
        logger.debug("Upgrading PI recording opened with pre v.1.18")
        for path in Path(rec_dir).iterdir():
            if not path.is_file:
                continue
            if path.name in ["gaze.pldata", "gaze_timestamps.npy"]:
                logger.debug(
                    f"Deleting potentially corrupted file '{path.name}'"
                    f" from pre v1.18.")
                path.unlink()
        invisible._convert_gaze(PupilRecording(rec_dir))
        # Bump info file version to 2.1
        new_info_file = RecordingInfoFile.create_empty_file(
            rec_dir, fixed_version=parse_version("2.1"))
        new_info_file.update_writeable_properties_from(info_file)
        info_file = new_info_file
        info_file.save_file()

    return info_file
Пример #3
0
def _generate_pprf_2_1_info_file(rec_dir: str) -> RecordingInfoFile:
    info_json = utils.read_info_json_file(rec_dir)

    # Get information about recording from info.csv and info.json
    recording_uuid = info_json["recording_id"]
    start_time_system_ns = int(info_json["start_time"])
    start_time_synced_ns = int(info_json["start_time"])
    duration_ns = int(info_json["duration"])
    recording_software_name = RecordingInfoFile.RECORDING_SOFTWARE_NAME_PUPIL_INVISIBLE
    recording_software_version = info_json["app_version"]
    recording_name = utils.default_recording_name(rec_dir)
    system_info = android_system_info(info_json)

    # Create a recording info file with the new format,
    # fill out the information, validate, and return.
    new_info_file = RecordingInfoFile.create_empty_file(
        rec_dir, parse_version("2.1"))
    new_info_file.recording_uuid = recording_uuid
    new_info_file.start_time_system_ns = start_time_system_ns
    new_info_file.start_time_synced_ns = start_time_synced_ns
    new_info_file.duration_ns = duration_ns
    new_info_file.recording_software_name = recording_software_name
    new_info_file.recording_software_version = recording_software_version
    new_info_file.recording_name = recording_name
    new_info_file.system_info = system_info
    new_info_file.validate()
    new_info_file.save_file()
Пример #4
0
def update_newstyle_21_22(rec_dir: str):
    # Used to make Pupil v2.0 recordings backwards incompatible with v1.x
    old_info_file = RecordingInfoFile.read_file_from_recording(rec_dir)
    new_info_file = RecordingInfoFile.create_empty_file(
        rec_dir, fixed_version=parse_version("2.2"))
    new_info_file.update_writeable_properties_from(old_info_file)
    new_info_file.save_file()
    return new_info_file
Пример #5
0
def _read_rec_version_legacy(meta_info):
    version_string = meta_info.get("Data Format Version",
                                   meta_info["Capture Software Version"])
    version_string = "".join([
        c for c in version_string if c in "1234567890.-"
    ])  # strip letters in case of legacy version format
    logger.debug(f"Recording version: {version_string}")
    return parse_version(version_string)
Пример #6
0
 def __init__(self, g_pool, streams_should_record=None):
     super().__init__(g_pool)
     if g_pool.version < parse_version("3.4.59"):
         self.icon_chr = "RC"  # no icon custimization available yet
     self._is_recording = False
     self._streams = {}
     self._streams_should_record = streams_should_record or {}
     self._stream_recorders = []
     self._resolver = lsl.ContinuousResolver()
Пример #7
0
    def read_file_from_recording(rec_dir: str) -> "RecordingInfoFile":
        info_file_version = RecordingInfoFile.detect_recording_info_file_version(
            rec_dir)
        try:
            info_file_class = RecordingInfoFile._info_file_versions[
                info_file_version]

        except KeyError:
            latest_version = RecordingInfoFile.get_latest_info_file_version()
            if info_file_version <= latest_version:
                # Something went really wrong with our versioning! Should never happen!
                raise RecordingInfoInvalidError(
                    "Unexpected version order error!")

            # We don't have a template for this meta version. Check for
            # min_player_version and try to find a best template.
            try:
                info_file_path = RecordingInfoFile._info_file_path(rec_dir)
                with open(info_file_path, "r") as f:
                    info_dict = RecordingInfoFile._read_dict_from_file(f)
                min_player_version = parse_version(
                    info_dict["min_player_version"])
            except Exception as e:
                # Catching BaseException since at this point we don't know anything
                logger.error(
                    f"Exception during trying to load min_player_version for recording"
                    f" with meta version {info_file_version} from player with latest"
                    f" meta version {latest_version}: {str(e)}")
                raise RecordingInfoInvalidError(
                    f"Recording is too new to be opened with this version of Player!"
                )

            if min_player_version > get_version():
                raise RecordingInfoInvalidError(
                    f"This recording requires Player version >= {min_player_version}!"
                )

            # At this point we should be safe, but warn the user anyways
            logger.warning(
                "Opening recording of newer version than this version of Pupil Player."
                " This might lead to problems."
                " Please consider updating to the latest version of Pupil Player!"
            )
            logger.debug(
                f"Trying to open info file meta version {info_file_version}"
                f" with template for version {latest_version}!")
            info_file_class = RecordingInfoFile._info_file_versions[
                latest_version]

        return info_file_class(rec_dir=rec_dir,
                               should_load_file=True,
                               should_validate=True)
Пример #8
0
 def __init__(
         self,
         g_pool,
         previous_outlets: Iterable[Tuple[str, str]] = (),
         # kept for backwards compatibility with with previous plugin version's session
         # settings (`# type: ignore` disables code checker warnings):
         outlet_uuid=...,  # type: ignore
 ):
     super().__init__(g_pool)
     if g_pool.version < parse_version("3.4.59"):
         self.icon_chr = "RL"  # no icon custimization available yet
     self.adjust_pupil_to_lsl_time()
     self.setup_outlets(previous_outlets)
Пример #9
0
def transform_invisible_to_corresponding_new_style(rec_dir: str):
    logger.info("Transform Pupil Invisible to new style recording...")
    info_json = utils.read_info_json_file(rec_dir)
    pi_version = parse_version(info_json["data_format_version"])

    if pi_version > NEWEST_SUPPORTED_VERSION:
        raise InvalidRecordingException(
            f"This version of player is too old! Please upgrade.")

    # elif pi_version > 3.0:
    #     ...
    # elif pi_version > 2.0:
    #     ...

    else:
        _transform_invisible_v1_0_to_pprf_2_1(rec_dir)
Пример #10
0
def _generate_pprf_2_0_info_file(rec_dir):
    logger.debug("Generate PPRF 2.0 info file...")
    info_csv = rec_info_utils.read_info_csv_file(rec_dir)

    # Get information about recording from info.csv
    try:
        recording_uuid = info_csv.get("Recording UUID", uuid.uuid4())
        recording_software_name = info_csv.get(
            "Capture Software",
            RecordingInfoFile.RECORDING_SOFTWARE_NAME_PUPIL_CAPTURE)
        start_time_system_s = float(
            info_csv.get(
                "Start Time (System)",
                _infer_start_time_system_from_legacy(info_csv,
                                                     recording_software_name),
            ))
        start_time_synced_s = float(
            info_csv.get("Start Time (Synced)",
                         _infer_start_time_synced_from_legacy(rec_dir)))
        duration_s = rec_info_utils.parse_duration_string(
            info_csv["Duration Time"])
        recording_software_version = info_csv["Capture Software Version"]
        recording_name = info_csv.get(
            "Recording Name", rec_info_utils.default_recording_name(rec_dir))
        system_info = info_csv.get("System Info",
                                   rec_info_utils.default_system_info(rec_dir))
    except KeyError as e:
        logger.debug(f"KeyError while parsing old-style info.csv: {str(e)}")
        raise InvalidRecordingException(
            "This recording is too old to be opened with this version of Player!"
        )

    # Create a recording info file with the new format,
    # fill out the information, validate, and return.
    new_info_file = RecordingInfoFile.create_empty_file(
        rec_dir, fixed_version=parse_version("2.0"))
    new_info_file.recording_uuid = recording_uuid
    new_info_file.start_time_system_s = start_time_system_s
    new_info_file.start_time_synced_s = start_time_synced_s
    new_info_file.duration_s = duration_s
    new_info_file.recording_software_name = recording_software_name
    new_info_file.recording_software_version = recording_software_version
    new_info_file.recording_name = recording_name
    new_info_file.system_info = system_info
    new_info_file.validate()
    new_info_file.save_file()
Пример #11
0
def transform_mobile_to_corresponding_new_style(
        rec_dir: str) -> RecordingInfoFile:
    logger.info("Transform Pupil Mobile to new style recording...")
    info_csv = utils.read_info_csv_file(rec_dir)

    mobile_version = parse_version(info_csv["Capture Software Version"])

    if mobile_version >= NEXT_UNSUPPORTED_VERSION:
        raise InvalidRecordingException(
            ("This Player version does not support Pupil Mobile versions >= "
             f"{NEXT_UNSUPPORTED_VERSION}. Got {mobile_version}."))

    # elif mobile_version >= 3.0:
    #     ...
    # elif mobile_version >= 2.0:
    #     ...

    else:
        _transform_mobile_v1_2_to_pprf_2_0(rec_dir)
Пример #12
0
def update_newstyle_22_23(rec_dir: str):
    # Pupil detectors now use eye camera intrinsics. Previously we did not include those
    # in the recording, so now the dummy intrinsics would be used. These do not have an
    # appropriate focal length value for the 3D pupil detector. Instead we will just add
    # all default intrinsics for Cam1 and Cam2 eye cameras to the recording. The correct
    # one will be picked according to the resolution later on. This isnot optimal, if
    # the recording uses Cam3, but there is no way of inferring this and we just assume
    # the probability that it is Cam2 is much higher.

    # Make sure we don't overwrite any existing eye intrinsics, although there should be
    # none at this point, except if someone copied them over from a later recording into
    # an un-updated recording!
    if any((Path(rec_dir) / f"eye{eye_id}.intrinsics").exists()
           for eye_id in (0, 1)):
        logger.error(
            "Found recorded eye intrinsics! These must have been copied over manually!"
            " Will not patch eye intrinsics automatically!")
    else:
        for cam, data in cm.default_intrinsics.items():
            match = re.match(r"Pupil Cam[12] ID(?P<eye_id>[01])", cam)
            if match is None:
                continue

            eye_id = match.group("eye_id")
            for resolution in data.keys():
                logger.info(f"Patching eye intrinsics for {cam}{resolution}.")
                intrinsics = cm.Camera_Model.from_default(cam, resolution)
                intrinsics.save(rec_dir, f"eye{eye_id}")

    # update info file
    old_info_file = RecordingInfoFile.read_file_from_recording(rec_dir)
    new_info_file = RecordingInfoFile.create_empty_file(
        rec_dir, fixed_version=parse_version("2.3"))
    new_info_file.update_writeable_properties_from(old_info_file)
    new_info_file.save_file()
    return new_info_file
Пример #13
0
---------------------------------------------------------------------------~(*)
"""
import logging
import traceback
import typing as T

import pupil_detectors
from version_utils import parse_version

from .detector_2d_plugin import Detector2DPlugin
from .detector_base_plugin import EVENT_KEY, PupilDetectorPlugin

logger = logging.getLogger(__name__)

required_version_str = "2.0.0"
if parse_version(
        pupil_detectors.__version__) < parse_version(required_version_str):
    msg = (
        f"This version of Pupil requires pupil_detectors >= {required_version_str}."
        f" You are running with pupil_detectors == {pupil_detectors.__version__}."
        f" Please upgrade to a newer version!")
    logger.error(msg)
    raise RuntimeError(msg)


def available_detector_plugins() -> T.List[T.Type[PupilDetectorPlugin]]:
    """Load and list available plugins

    Returns list of all detectors.
    """

    all_plugins: T.List[T.Type[PupilDetectorPlugin]] = [Detector2DPlugin]
Пример #14
0
def _update_recording_to_old_style_v1_16(rec_dir):
    logger.debug("Update old style recording...")

    meta_info = rec_info_utils.read_info_csv_file(rec_dir)
    update_meta_info(rec_dir, meta_info)

    # Reference format: v0.7.4
    rec_version = _read_rec_version_legacy(meta_info)

    # Convert python2 to python3
    if rec_version <= parse_version("0.8.7"):
        update_recording_bytes_to_unicode(rec_dir)

    if rec_version >= parse_version("0.7.4"):
        pass
    elif rec_version >= parse_version("0.7.3"):
        update_recording_v073_to_v074(rec_dir)
    elif rec_version >= parse_version("0.5"):
        update_recording_v05_to_v074(rec_dir)
    elif rec_version >= parse_version("0.4"):
        update_recording_v04_to_v074(rec_dir)
    elif rec_version >= parse_version("0.3"):
        update_recording_v03_to_v074(rec_dir)
    else:
        logger.error("This recording is too old. Sorry.")
        return

    # Incremental format updates
    if rec_version < parse_version("0.8.2"):
        update_recording_v074_to_v082(rec_dir)
    if rec_version < parse_version("0.8.3"):
        update_recording_v082_to_v083(rec_dir)
    if rec_version < parse_version("0.8.6"):
        update_recording_v083_to_v086(rec_dir)
    if rec_version < parse_version("0.8.7"):
        update_recording_v086_to_v087(rec_dir)
    if rec_version < parse_version("0.9.1"):
        update_recording_v087_to_v091(rec_dir)
    if rec_version < parse_version("0.9.3"):
        update_recording_v091_to_v093(rec_dir)
    if rec_version < parse_version("0.9.4"):
        update_recording_v093_to_v094(rec_dir)
    if rec_version < parse_version("0.9.13"):
        update_recording_v094_to_v0913(rec_dir)
    if rec_version < parse_version("1.3"):
        update_recording_v0913_to_v13(rec_dir)
    if rec_version < parse_version("1.4"):
        update_recording_v13_v14(rec_dir)

    if rec_version < parse_version("1.8"):
        update_recording_v14_v18(rec_dir)
    if rec_version < parse_version("1.9"):
        update_recording_v18_v19(rec_dir)
    if rec_version < parse_version("1.11"):
        update_recording_v19_v111(rec_dir)
    if rec_version < parse_version("1.13"):
        update_recording_v111_v113(rec_dir)
    if rec_version < parse_version("1.14"):
        update_recording_v113_v114(rec_dir)
    if rec_version < parse_version("1.16"):
        update_recording_v114_v116(rec_dir)
Пример #15
0
from time import monotonic

import av
import av.filter
import numpy as np
import pyaudio as pa
import pyglui.cygl.utils as pyglui_utils
from pyglui import ui

import gl_utils
from audio_utils import Audio_Viz_Transform, NoAudioLoadedError, load_audio
from plugin import System_Plugin_Base
from version_utils import parse_version


assert parse_version(av.__version__) >= parse_version("0.4.4")


logger = logging.getLogger(__name__)
logger.setLevel(logger.DEBUG)

# av.logging.set_level(av.logging.DEBUG)
# logging.getLogger('libav').setLevel(logging.DEBUG)

viz_color = pyglui_utils.RGBA(0.9844, 0.5938, 0.4023, 1.0)


class FileSeekError(Exception):
    pass

Пример #16
0
import logging
import time

import ndsi
from pyglui import ui
from version_utils import parse_version

import os_utils
from camera_models import Camera_Model

from .base_backend import Base_Manager, Base_Source, SourceInfo

try:
    from ndsi import __version__

    assert parse_version(__version__) >= parse_version("1.3")
    from ndsi import __protocol_version__
except (ImportError, AssertionError):
    raise Exception("pyndsi version is too old. Please upgrade!") from None

os_utils.patch_pyre_zhelper_cdll()
logger = logging.getLogger(__name__)

# Suppress pyre debug logs (except beacon)
logger.debug("Suppressing pyre debug logs (except zbeacon)")
logging.getLogger("pyre").setLevel(logging.WARNING)
logging.getLogger("pyre.zbeacon").setLevel(logging.DEBUG)


class NDSI_Source(Base_Source):
    """Pupil Mobile video source
Пример #17
0
def validator_version_string(value: str):
    _ = parse_version(value)
Пример #18
0
def player_drop(rec_dir, ipc_pub_url, ipc_sub_url, ipc_push_url, user_dir,
                app_version, debug):
    # general imports
    import logging

    # networking
    import zmq
    import zmq_tools
    from time import sleep

    # zmq ipc setup
    zmq_ctx = zmq.Context()
    ipc_pub = zmq_tools.Msg_Dispatcher(zmq_ctx, ipc_push_url)

    # log setup
    logging.getLogger("OpenGL").setLevel(logging.ERROR)
    logger = logging.getLogger()
    logger.handlers = []
    logger.setLevel(logging.INFO)
    logger.addHandler(zmq_tools.ZMQ_handler(zmq_ctx, ipc_push_url))
    # create logger for the context of this function
    logger = logging.getLogger(__name__)

    try:
        import glfw
        from gl_utils import GLFWErrorReporting

        GLFWErrorReporting.set_default()

        import gl_utils
        from OpenGL.GL import glClearColor
        from version_utils import parse_version
        from file_methods import Persistent_Dict
        from pyglui.pyfontstash import fontstash
        from pyglui.ui import get_roboto_font_path
        import player_methods as pm
        from pupil_recording import (
            assert_valid_recording_type,
            InvalidRecordingException,
        )
        from pupil_recording.update import update_recording

        process_was_interrupted = False

        def interrupt_handler(sig, frame):
            import traceback

            trace = traceback.format_stack(f=frame)
            logger.debug(f"Caught signal {sig} in:\n" + "".join(trace))
            nonlocal process_was_interrupted
            process_was_interrupted = True

        signal.signal(signal.SIGINT, interrupt_handler)

        def on_drop(window, paths):
            nonlocal rec_dir
            rec_dir = paths[0]

        if rec_dir:
            try:
                assert_valid_recording_type(rec_dir)
            except InvalidRecordingException as err:
                logger.error(str(err))
                rec_dir = None
        # load session persistent settings
        session_settings = Persistent_Dict(
            os.path.join(user_dir, "user_settings_player"))
        if parse_version(session_settings.get("version",
                                              "0.0")) != app_version:
            logger.info(
                "Session setting are from a  different version of this app. I will not use those."
            )
            session_settings.clear()
        w, h = session_settings.get("window_size", (1280, 720))

        glfw.init()
        glfw.window_hint(glfw.SCALE_TO_MONITOR, glfw.TRUE)
        glfw.window_hint(glfw.RESIZABLE, 0)
        window = glfw.create_window(w, h, "Pupil Player", None, None)
        glfw.window_hint(glfw.RESIZABLE, 1)

        glfw.make_context_current(window)

        window_position_manager = gl_utils.WindowPositionManager()
        window_pos = window_position_manager.new_window_position(
            window=window,
            default_position=window_position_default,
            previous_position=session_settings.get("window_position", None),
        )
        glfw.set_window_pos(window, window_pos[0], window_pos[1])

        glfw.set_drop_callback(window, on_drop)

        glfont = fontstash.Context()
        glfont.add_font("roboto", get_roboto_font_path())
        glfont.set_align_string(v_align="center", h_align="middle")
        glfont.set_color_float((0.2, 0.2, 0.2, 0.9))
        gl_utils.basic_gl_setup()
        glClearColor(0.5, 0.5, 0.5, 0.0)
        text = "Drop a recording directory onto this window."
        tip = "(Tip: You can drop a recording directory onto the app icon.)"

        # text = "Please supply a Pupil recording directory as first arg when calling Pupil Player."

        def display_string(string, font_size, center_y):
            x = w / 2 * content_scale
            y = center_y * content_scale

            glfont.set_size(font_size * content_scale)

            glfont.set_blur(10.5)
            glfont.set_color_float((0.0, 0.0, 0.0, 1.0))
            glfont.draw_text(x, y, string)

            glfont.set_blur(0.96)
            glfont.set_color_float((1.0, 1.0, 1.0, 1.0))
            glfont.draw_text(x, y, string)

        while not glfw.window_should_close(
                window) and not process_was_interrupted:

            fb_size = glfw.get_framebuffer_size(window)
            content_scale = gl_utils.get_content_scale(window)
            gl_utils.adjust_gl_view(*fb_size)

            if rec_dir:
                try:
                    assert_valid_recording_type(rec_dir)
                    logger.info(
                        "Starting new session with '{}'".format(rec_dir))
                    text = "Updating recording format."
                    tip = "This may take a while!"
                except InvalidRecordingException as err:
                    logger.error(str(err))
                    if err.recovery:
                        text = err.reason
                        tip = err.recovery
                    else:
                        text = "Invalid recording"
                        tip = err.reason
                    rec_dir = None

            gl_utils.clear_gl_screen()

            display_string(text, font_size=51, center_y=216)
            for idx, line in enumerate(tip.split("\n")):
                tip_font_size = 42
                center_y = 288 + tip_font_size * idx * 1.2
                display_string(line,
                               font_size=tip_font_size,
                               center_y=center_y)

            glfw.swap_buffers(window)

            if rec_dir:
                try:
                    update_recording(rec_dir)
                except AssertionError as err:
                    logger.error(str(err))
                    tip = "Oops! There was an error updating the recording."
                    rec_dir = None
                except InvalidRecordingException as err:
                    logger.error(str(err))
                    if err.recovery:
                        text = err.reason
                        tip = err.recovery
                    else:
                        text = "Invalid recording"
                        tip = err.reason
                    rec_dir = None
                else:
                    glfw.set_window_should_close(window, True)

            glfw.poll_events()

        session_settings["window_position"] = glfw.get_window_pos(window)
        session_settings.close()
        glfw.destroy_window(window)
        if rec_dir:
            ipc_pub.notify({
                "subject": "player_process.should_start",
                "rec_dir": rec_dir
            })

    except Exception:
        import traceback

        trace = traceback.format_exc()
        logger.error(
            "Process player_drop crashed with trace:\n{}".format(trace))

    finally:
        sleep(1.0)
Пример #19
0
 def meta_version(self) -> ParsedVersion:
     return parse_version("2.1")
Пример #20
0
import uuid
from pathlib import Path

from ..info import RecordingInfoFile
from ..info import recording_info_utils as utils
from ..recording import PupilRecording
from ..recording_utils import InvalidRecordingException
from . import update_utils

from version_utils import parse_version

# NOTE: Due to Pupil Mobile not having a data format version, we are using the software
# version here. The idea is to use Major.Minor specifically. This means that the
# software version of Pupil Mobile should can be increased in the patch version part
# only if this won't need additional update methods here.
NEXT_UNSUPPORTED_VERSION = parse_version("1.3")

logger = logging.getLogger(__name__)


def transform_mobile_to_corresponding_new_style(rec_dir: str) -> RecordingInfoFile:
    logger.info("Transform Pupil Mobile to new style recording...")
    info_csv = utils.read_info_csv_file(rec_dir)

    mobile_version = parse_version(info_csv["Capture Software Version"])

    if mobile_version >= NEXT_UNSUPPORTED_VERSION:
        raise InvalidRecordingException(
            (
                "This Player version does not support Pupil Mobile versions >= "
                f"{NEXT_UNSUPPORTED_VERSION}. Got {mobile_version}."
Пример #21
0
Файл: eye.py Проект: N-M-T/pupil
def eye(
    timebase,
    is_alive_flag,
    ipc_pub_url,
    ipc_sub_url,
    ipc_push_url,
    user_dir,
    version,
    eye_id,
    overwrite_cap_settings=None,
    hide_ui=False,
    debug=False,
    pub_socket_hwm=None,
    parent_application="capture",
):
    """reads eye video and detects the pupil.

    Creates a window, gl context.
    Grabs images from a capture.
    Streams Pupil coordinates.

    Reacts to notifications:
        ``eye_process.should_stop``: Stops the eye process
        ``recording.started``: Starts recording eye video
        ``recording.stopped``: Stops recording eye video
        ``frame_publishing.started``: Starts frame publishing
        ``frame_publishing.stopped``: Stops frame publishing
        ``start_eye_plugin``: Start plugins in eye process

    Emits notifications:
        ``eye_process.started``: Eye process started
        ``eye_process.stopped``: Eye process stopped

    Emits data:
        ``pupil.<eye id>``: Pupil data for eye with id ``<eye id>``
        ``frame.eye.<eye id>``: Eye frames with id ``<eye id>``
    """

    # We deferr the imports becasue of multiprocessing.
    # Otherwise the world process each process also loads the other imports.
    import zmq
    import zmq_tools

    zmq_ctx = zmq.Context()
    ipc_socket = zmq_tools.Msg_Dispatcher(zmq_ctx, ipc_push_url)
    pupil_socket = zmq_tools.Msg_Streamer(zmq_ctx, ipc_pub_url, pub_socket_hwm)
    notify_sub = zmq_tools.Msg_Receiver(zmq_ctx, ipc_sub_url, topics=("notify",))

    # logging setup
    import logging

    logging.getLogger("OpenGL").setLevel(logging.ERROR)
    logger = logging.getLogger()
    logger.handlers = []
    logger.setLevel(logging.NOTSET)
    logger.addHandler(zmq_tools.ZMQ_handler(zmq_ctx, ipc_push_url))
    # create logger for the context of this function
    logger = logging.getLogger(__name__)

    if is_alive_flag.value:
        # indicates eye process that this is a duplicated startup
        logger.warning("Aborting redundant eye process startup")
        return

    with Is_Alive_Manager(is_alive_flag, ipc_socket, eye_id, logger):
        # general imports
        import traceback
        import numpy as np
        import cv2

        from OpenGL.GL import GL_COLOR_BUFFER_BIT

        # display
        import glfw
        from gl_utils import GLFWErrorReporting

        GLFWErrorReporting.set_default()

        from pyglui import ui, graph, cygl
        from pyglui.cygl.utils import Named_Texture
        import gl_utils
        from gl_utils import basic_gl_setup, adjust_gl_view, clear_gl_screen
        from gl_utils import make_coord_system_pixel_based
        from gl_utils import make_coord_system_norm_based
        from gl_utils import is_window_visible, glViewport

        # monitoring
        import psutil

        # Plug-ins
        from plugin import Plugin_List

        # helpers/utils
        from uvc import get_time_monotonic
        from file_methods import Persistent_Dict
        from version_utils import parse_version
        from methods import normalize, denormalize, timer
        from av_writer import JPEG_Writer, MPEG_Writer, NonMonotonicTimestampError
        from ndsi import H264Writer
        from video_capture import source_classes, manager_classes
        from roi import Roi

        from background_helper import IPC_Logging_Task_Proxy
        from pupil_detector_plugins import available_detector_plugins, EVENT_KEY

        IPC_Logging_Task_Proxy.push_url = ipc_push_url

        def interrupt_handler(sig, frame):
            import traceback

            trace = traceback.format_stack(f=frame)
            logger.debug(f"Caught signal {sig} in:\n" + "".join(trace))
            # NOTE: Interrupt is handled in world/service/player which are responsible for
            # shutting down the eye process properly

        signal.signal(signal.SIGINT, interrupt_handler)

        # UI Platform tweaks
        if platform.system() == "Linux":
            scroll_factor = 10.0
            window_position_default = (600, 300 * eye_id + 30)
        elif platform.system() == "Windows":
            scroll_factor = 10.0
            window_position_default = (600, 90 + 300 * eye_id)
        else:
            scroll_factor = 1.0
            window_position_default = (600, 300 * eye_id)

        icon_bar_width = 50
        window_size = None
        content_scale = 1.0

        # g_pool holds variables for this process
        g_pool = SimpleNamespace()

        # make some constants avaiable
        g_pool.debug = debug
        g_pool.user_dir = user_dir
        g_pool.version = version
        g_pool.app = parent_application
        g_pool.eye_id = eye_id
        g_pool.process = f"eye{eye_id}"
        g_pool.timebase = timebase
        g_pool.camera_render_size = None

        g_pool.zmq_ctx = zmq_ctx
        g_pool.ipc_pub = ipc_socket
        g_pool.ipc_pub_url = ipc_pub_url
        g_pool.ipc_sub_url = ipc_sub_url
        g_pool.ipc_push_url = ipc_push_url

        def get_timestamp():
            return get_time_monotonic() - g_pool.timebase.value

        g_pool.get_timestamp = get_timestamp
        g_pool.get_now = get_time_monotonic

        def load_runtime_pupil_detection_plugins():
            from plugin import import_runtime_plugins
            from pupil_detector_plugins.detector_base_plugin import PupilDetectorPlugin

            plugins_path = os.path.join(g_pool.user_dir, "plugins")

            for plugin in import_runtime_plugins(plugins_path):
                if not isinstance(plugin, type):
                    continue
                if not issubclass(plugin, PupilDetectorPlugin):
                    continue
                if plugin is PupilDetectorPlugin:
                    continue
                yield plugin

        available_detectors = available_detector_plugins()
        runtime_detectors = list(load_runtime_pupil_detection_plugins())
        plugins = (
            manager_classes
            + source_classes
            + available_detectors
            + runtime_detectors
            + [Roi]
        )
        g_pool.plugin_by_name = {p.__name__: p for p in plugins}

        preferred_names = [
            f"Pupil Cam3 ID{eye_id}",
            f"Pupil Cam2 ID{eye_id}",
            f"Pupil Cam1 ID{eye_id}",
        ]
        if eye_id == 0:
            preferred_names += ["HD-6000"]

        default_capture_name = "UVC_Source"
        default_capture_settings = {
            "preferred_names": preferred_names,
            "frame_size": (192, 192),
            "frame_rate": 120,
        }

        default_plugins = [
            # TODO: extend with plugins
            (default_capture_name, default_capture_settings),
            ("UVC_Manager", {}),
            *[(p.__name__, {}) for p in available_detectors],
            ("NDSI_Manager", {}),
            ("HMD_Streaming_Manager", {}),
            ("File_Manager", {}),
            ("Roi", {}),
        ]

        def consume_events_and_render_buffer():
            glfw.make_context_current(main_window)
            clear_gl_screen()

            if all(c > 0 for c in g_pool.camera_render_size):
                glViewport(0, 0, *g_pool.camera_render_size)
                for p in g_pool.plugins:
                    p.gl_display()

            glViewport(0, 0, *window_size)
            # render graphs
            fps_graph.draw()
            cpu_graph.draw()

            # render GUI
            try:
                clipboard = glfw.get_clipboard_string(main_window).decode()
            except (AttributeError, glfw.GLFWError):
                # clipboard is None, might happen on startup
                clipboard = ""
            g_pool.gui.update_clipboard(clipboard)
            user_input = g_pool.gui.update()
            if user_input.clipboard != clipboard:
                # only write to clipboard if content changed
                glfw.set_clipboard_string(main_window, user_input.clipboard)

            for button, action, mods in user_input.buttons:
                x, y = glfw.get_cursor_pos(main_window)
                pos = gl_utils.window_coordinate_to_framebuffer_coordinate(
                    main_window, x, y, cached_scale=None
                )
                pos = normalize(pos, g_pool.camera_render_size)
                if g_pool.flip:
                    pos = 1 - pos[0], 1 - pos[1]
                # Position in img pixels
                pos = denormalize(pos, g_pool.capture.frame_size)

                for plugin in g_pool.plugins:
                    if plugin.on_click(pos, button, action):
                        break

            for key, scancode, action, mods in user_input.keys:
                for plugin in g_pool.plugins:
                    if plugin.on_key(key, scancode, action, mods):
                        break

            for char_ in user_input.chars:
                for plugin in g_pool.plugins:
                    if plugin.on_char(char_):
                        break

            # update screen
            glfw.swap_buffers(main_window)

        # Callback functions
        def on_resize(window, w, h):
            nonlocal window_size
            nonlocal content_scale

            is_minimized = bool(glfw.get_window_attrib(window, glfw.ICONIFIED))

            if is_minimized:
                return

            # Always clear buffers on resize to make sure that there are no overlapping
            # artifacts from previous frames.
            gl_utils.glClear(GL_COLOR_BUFFER_BIT)
            gl_utils.glClearColor(0, 0, 0, 1)

            active_window = glfw.get_current_context()
            glfw.make_context_current(window)
            content_scale = gl_utils.get_content_scale(window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(window)
            g_pool.gui.scale = content_scale
            window_size = w, h
            g_pool.camera_render_size = w - int(icon_bar_width * g_pool.gui.scale), h
            g_pool.gui.update_window(w, h)
            g_pool.gui.collect_menus()
            for g in g_pool.graphs:
                g.scale = content_scale
                g.adjust_window_size(w, h)
            adjust_gl_view(w, h)
            glfw.make_context_current(active_window)

            # Minimum window size required, otherwise parts of the UI can cause openGL
            # issues with permanent effects. Depends on the content scale, which can
            # potentially be dynamically modified, so we re-adjust the size limits every
            # time here.
            min_size = int(2 * icon_bar_width * g_pool.gui.scale / framebuffer_scale)
            glfw.set_window_size_limits(
                window,
                min_size,
                min_size,
                glfw.DONT_CARE,
                glfw.DONT_CARE,
            )

            # Needed, to update the window buffer while resizing
            consume_events_and_render_buffer()

        def on_window_key(window, key, scancode, action, mods):
            g_pool.gui.update_key(key, scancode, action, mods)

        def on_window_char(window, char):
            g_pool.gui.update_char(char)

        def on_iconify(window, iconified):
            g_pool.iconified = iconified

        def on_window_mouse_button(window, button, action, mods):
            g_pool.gui.update_button(button, action, mods)

        def on_pos(window, x, y):
            x, y = gl_utils.window_coordinate_to_framebuffer_coordinate(
                window, x, y, cached_scale=None
            )
            g_pool.gui.update_mouse(x, y)

            pos = x, y
            pos = normalize(pos, g_pool.camera_render_size)
            if g_pool.flip:
                pos = 1 - pos[0], 1 - pos[1]
            # Position in img pixels
            pos = denormalize(pos, g_pool.capture.frame_size)

            for p in g_pool.plugins:
                p.on_pos(pos)

        def on_scroll(window, x, y):
            g_pool.gui.update_scroll(x, y * scroll_factor)

        def on_drop(window, paths):
            for plugin in g_pool.plugins:
                if plugin.on_drop(paths):
                    break

        # load session persistent settings
        session_settings = Persistent_Dict(
            os.path.join(g_pool.user_dir, "user_settings_eye{}".format(eye_id))
        )
        if parse_version(session_settings.get("version", "0.0")) != g_pool.version:
            logger.info(
                "Session setting are from a different version of this app. I will not use those."
            )
            session_settings.clear()

        camera_is_physically_flipped = eye_id == 0
        g_pool.iconified = False
        g_pool.capture = None
        g_pool.flip = session_settings.get("flip", camera_is_physically_flipped)
        g_pool.display_mode = session_settings.get("display_mode", "camera_image")
        g_pool.display_mode_info_text = {
            "camera_image": "Raw eye camera image. This uses the least amount of CPU power",
            "roi": "Click and drag on the blue circles to adjust the region of interest. The region should be as small as possible, but large enough to capture all pupil movements.",
            "algorithm": "Algorithm display mode overlays a visualization of the pupil detection parameters on top of the eye video. Adjust parameters within the Pupil Detection menu below.",
        }

        def set_display_mode_info(val):
            g_pool.display_mode = val
            g_pool.display_mode_info.text = g_pool.display_mode_info_text[val]

        def toggle_general_settings(collapsed):
            # this is the menu toggle logic.
            # Only one menu can be open.
            # If no menu is open the menubar should collapse.
            g_pool.menubar.collapsed = collapsed
            for m in g_pool.menubar.elements:
                m.collapsed = True
            general_settings.collapsed = collapsed

        # Initialize glfw
        glfw.init()
        glfw.window_hint(glfw.SCALE_TO_MONITOR, glfw.TRUE)
        if hide_ui:
            glfw.window_hint(glfw.VISIBLE, 0)  # hide window
        title = "Pupil Capture - eye {}".format(eye_id)

        # Pupil Cam1 uses 4:3 resolutions. Pupil Cam2 and Cam3 use 1:1 resolutions.
        # As all Pupil Core and VR/AR add-ons are shipped with Pupil Cam2 and Cam3
        # cameras, we adjust the default eye window size to a 1:1 content aspect ratio.
        # The size of 500 was chosen s.t. the menu still fits.
        default_window_size = 500 + icon_bar_width, 500
        width, height = session_settings.get("window_size", default_window_size)

        main_window = glfw.create_window(width, height, title, None, None)

        window_position_manager = gl_utils.WindowPositionManager()
        window_pos = window_position_manager.new_window_position(
            window=main_window,
            default_position=window_position_default,
            previous_position=session_settings.get("window_position", None),
        )
        glfw.set_window_pos(main_window, window_pos[0], window_pos[1])

        glfw.make_context_current(main_window)
        cygl.utils.init()

        # gl_state settings
        basic_gl_setup()
        g_pool.image_tex = Named_Texture()
        g_pool.image_tex.update_from_ndarray(np.ones((1, 1), dtype=np.uint8) + 125)

        # setup GUI
        g_pool.gui = ui.UI()
        g_pool.menubar = ui.Scrolling_Menu(
            "Settings", pos=(-500, 0), size=(-icon_bar_width, 0), header_pos="left"
        )
        g_pool.iconbar = ui.Scrolling_Menu(
            "Icons", pos=(-icon_bar_width, 0), size=(0, 0), header_pos="hidden"
        )
        g_pool.gui.append(g_pool.menubar)
        g_pool.gui.append(g_pool.iconbar)

        general_settings = ui.Growing_Menu("General", header_pos="headline")

        def set_window_size():
            # Get current capture frame size
            f_width, f_height = g_pool.capture.frame_size
            # Eye camera resolutions are too small to be used as default window sizes.
            # We use double their size instead.
            frame_scale_factor = 2
            f_width *= frame_scale_factor
            f_height *= frame_scale_factor

            # Get current display scale factor
            content_scale = gl_utils.get_content_scale(main_window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(main_window)
            display_scale_factor = content_scale / framebuffer_scale

            # Scale the capture frame size by display scale factor
            f_width *= display_scale_factor
            f_height *= display_scale_factor

            # Increas the width to account for the added scaled icon bar width
            f_width += icon_bar_width * display_scale_factor

            # Set the newly calculated size (scaled capture frame size + scaled icon bar width)
            glfw.set_window_size(main_window, int(f_width), int(f_height))

        general_settings.append(ui.Button("Reset window size", set_window_size))
        general_settings.append(ui.Switch("flip", g_pool, label="Flip image display"))
        general_settings.append(
            ui.Selector(
                "display_mode",
                g_pool,
                setter=set_display_mode_info,
                selection=["camera_image", "roi", "algorithm"],
                labels=["Camera Image", "ROI", "Algorithm"],
                label="Mode",
            )
        )
        g_pool.display_mode_info = ui.Info_Text(
            g_pool.display_mode_info_text[g_pool.display_mode]
        )

        general_settings.append(g_pool.display_mode_info)

        g_pool.menubar.append(general_settings)
        icon = ui.Icon(
            "collapsed",
            general_settings,
            label=chr(0xE8B8),
            on_val=False,
            off_val=True,
            setter=toggle_general_settings,
            label_font="pupil_icons",
        )
        icon.tooltip = "General Settings"
        g_pool.iconbar.append(icon)

        plugins_to_load = session_settings.get("loaded_plugins", default_plugins)
        if overwrite_cap_settings:
            # Ensure that overwrite_cap_settings takes preference over source plugins
            # with incorrect settings that were loaded from session settings.
            plugins_to_load.append(overwrite_cap_settings)

        # Add runtime plugins to the list of plugins to load with default arguments,
        # if not already restored from session settings
        plugins_to_load_names = set(name for name, _ in plugins_to_load)
        for runtime_detector in runtime_detectors:
            runtime_name = runtime_detector.__name__
            if runtime_name not in plugins_to_load_names:
                plugins_to_load.append((runtime_name, {}))

        g_pool.plugins = Plugin_List(g_pool, plugins_to_load)

        if not g_pool.capture:
            # Make sure we always have a capture running. Important if there was no
            # capture stored in session settings.
            g_pool.plugins.add(
                g_pool.plugin_by_name[default_capture_name], default_capture_settings
            )

        toggle_general_settings(True)

        g_pool.writer = None
        g_pool.rec_path = None

        # Register callbacks main_window
        glfw.set_framebuffer_size_callback(main_window, on_resize)
        glfw.set_window_iconify_callback(main_window, on_iconify)
        glfw.set_key_callback(main_window, on_window_key)
        glfw.set_char_callback(main_window, on_window_char)
        glfw.set_mouse_button_callback(main_window, on_window_mouse_button)
        glfw.set_cursor_pos_callback(main_window, on_pos)
        glfw.set_scroll_callback(main_window, on_scroll)
        glfw.set_drop_callback(main_window, on_drop)

        # load last gui configuration
        g_pool.gui.configuration = session_settings.get("ui_config", {})
        # If previously selected plugin was not loaded this time, we will have an
        # expanded menubar without any menu selected. We need to ensure the menubar is
        # collapsed in this case.
        if all(submenu.collapsed for submenu in g_pool.menubar.elements):
            g_pool.menubar.collapsed = True

        # set up performance graphs
        pid = os.getpid()
        ps = psutil.Process(pid)
        ts = g_pool.get_timestamp()

        cpu_graph = graph.Bar_Graph()
        cpu_graph.pos = (20, 50)
        cpu_graph.update_fn = ps.cpu_percent
        cpu_graph.update_rate = 5
        cpu_graph.label = "CPU %0.1f"

        fps_graph = graph.Bar_Graph()
        fps_graph.pos = (140, 50)
        fps_graph.update_rate = 5
        fps_graph.label = "%0.0f FPS"
        g_pool.graphs = [cpu_graph, fps_graph]

        # set the last saved window size
        on_resize(main_window, *glfw.get_framebuffer_size(main_window))

        should_publish_frames = False
        frame_publish_format = "jpeg"
        frame_publish_format_recent_warning = False

        # create a timer to control window update frequency
        window_update_timer = timer(1 / 60)

        def window_should_update():
            return next(window_update_timer)

        logger.warning("Process started.")

        frame = None

        if platform.system() == "Darwin":
            # On macOS, calls to glfw.swap_buffers() deliberately take longer in case of
            # occluded windows, based on the swap interval value. This causes an FPS drop
            # and leads to problems when recording. To side-step this behaviour, the swap
            # interval is set to zero.
            #
            # Read more about window occlusion on macOS here:
            # https://developer.apple.com/library/archive/documentation/Performance/Conceptual/power_efficiency_guidelines_osx/WorkWhenVisible.html
            glfw.swap_interval(0)

        # Event loop
        window_should_close = False
        while not window_should_close:

            if notify_sub.new_data:
                t, notification = notify_sub.recv()
                subject = notification["subject"]
                if subject.startswith("eye_process.should_stop"):
                    if notification["eye_id"] == eye_id:
                        break
                elif subject == "recording.started":
                    if notification["record_eye"] and g_pool.capture.online:
                        g_pool.rec_path = notification["rec_path"]
                        raw_mode = notification["compression"]
                        start_time_synced = notification["start_time_synced"]
                        logger.info(f"Will save eye video to: {g_pool.rec_path}")
                        video_path = os.path.join(
                            g_pool.rec_path, "eye{}.mp4".format(eye_id)
                        )
                        if raw_mode and frame and g_pool.capture.jpeg_support:
                            g_pool.writer = JPEG_Writer(video_path, start_time_synced)
                        elif hasattr(g_pool.capture._recent_frame, "h264_buffer"):
                            g_pool.writer = H264Writer(
                                video_path,
                                g_pool.capture.frame_size[0],
                                g_pool.capture.frame_size[1],
                                g_pool.capture.frame_rate,
                            )
                        else:
                            g_pool.writer = MPEG_Writer(video_path, start_time_synced)
                elif subject == "recording.stopped":
                    if g_pool.writer:
                        logger.info("Done recording.")
                        try:
                            g_pool.writer.release()
                        except RuntimeError:
                            logger.error("No eye video recorded")
                        else:
                            # TODO: wrap recording logic into plugin
                            g_pool.capture.intrinsics.save(
                                g_pool.rec_path, custom_name=f"eye{eye_id}"
                            )
                        finally:
                            g_pool.writer = None
                elif subject.startswith("meta.should_doc"):
                    ipc_socket.notify(
                        {
                            "subject": "meta.doc",
                            "actor": "eye{}".format(eye_id),
                            "doc": eye.__doc__,
                        }
                    )
                elif subject.startswith("frame_publishing.started"):
                    should_publish_frames = True
                    frame_publish_format = notification.get("format", "jpeg")
                elif subject.startswith("frame_publishing.stopped"):
                    should_publish_frames = False
                    frame_publish_format = "jpeg"
                elif (
                    subject.startswith("start_eye_plugin")
                    and notification["target"] == g_pool.process
                ):
                    try:
                        g_pool.plugins.add(
                            g_pool.plugin_by_name[notification["name"]],
                            notification.get("args", {}),
                        )
                    except KeyError as err:
                        logger.error(f"Attempt to load unknown plugin: {err}")
                elif (
                    subject.startswith("stop_eye_plugin")
                    and notification["target"] == g_pool.process
                ):
                    try:
                        plugin_to_stop = g_pool.plugin_by_name[notification["name"]]
                    except KeyError as err:
                        logger.error(f"Attempt to load unknown plugin: {err}")
                    else:
                        plugin_to_stop.alive = False
                        g_pool.plugins.clean()

                for plugin in g_pool.plugins:
                    plugin.on_notify(notification)

            event = {}
            for plugin in g_pool.plugins:
                plugin.recent_events(event)

            frame = event.get("frame")
            if frame:
                if should_publish_frames:
                    try:
                        if frame_publish_format == "jpeg":
                            data = frame.jpeg_buffer
                        elif frame_publish_format == "yuv":
                            data = frame.yuv_buffer
                        elif frame_publish_format == "bgr":
                            data = frame.bgr
                        elif frame_publish_format == "gray":
                            data = frame.gray
                        assert data is not None
                    except (AttributeError, AssertionError, NameError):
                        if not frame_publish_format_recent_warning:
                            frame_publish_format_recent_warning = True
                            logger.warning(
                                '{}s are not compatible with format "{}"'.format(
                                    type(frame), frame_publish_format
                                )
                            )
                    else:
                        frame_publish_format_recent_warning = False
                        pupil_socket.send(
                            {
                                "topic": "frame.eye.{}".format(eye_id),
                                "width": frame.width,
                                "height": frame.height,
                                "index": frame.index,
                                "timestamp": frame.timestamp,
                                "format": frame_publish_format,
                                "__raw_data__": [data],
                            }
                        )

                t = frame.timestamp
                dt, ts = t - ts, t
                try:
                    fps_graph.add(1.0 / dt)
                except ZeroDivisionError:
                    pass

                if g_pool.writer:
                    try:
                        g_pool.writer.write_video_frame(frame)
                    except NonMonotonicTimestampError as e:
                        logger.error(
                            "Recorder received non-monotonic timestamp!"
                            " Stopping the recording!"
                        )
                        logger.debug(str(e))
                        ipc_socket.notify({"subject": "recording.should_stop"})
                        ipc_socket.notify(
                            {"subject": "recording.should_stop", "remote_notify": "all"}
                        )

                for result in event.get(EVENT_KEY, ()):
                    pupil_socket.send(result)

            # GL drawing
            if window_should_update():
                cpu_graph.update()
                if is_window_visible(main_window):
                    consume_events_and_render_buffer()
                glfw.poll_events()
                window_should_close = glfw.window_should_close(main_window)

        # END while running

        # in case eye recording was still runnnig: Save&close
        if g_pool.writer:
            logger.info("Done recording eye.")
            g_pool.writer.release()
            g_pool.writer = None

        session_settings["loaded_plugins"] = g_pool.plugins.get_initializers()
        # save session persistent settings
        session_settings["flip"] = g_pool.flip
        session_settings["display_mode"] = g_pool.display_mode
        session_settings["ui_config"] = g_pool.gui.configuration
        session_settings["version"] = str(g_pool.version)

        if not hide_ui:
            glfw.restore_window(main_window)  # need to do this for windows os
            session_settings["window_position"] = glfw.get_window_pos(main_window)
            session_window_size = glfw.get_window_size(main_window)
            if 0 not in session_window_size:
                f_width, f_height = session_window_size
                if platform.system() in ("Windows", "Linux"):
                    # Store unscaled window size as the operating system will scale the
                    # windows appropriately during launch on Windows and Linux.
                    f_width, f_height = (
                        f_width / content_scale,
                        f_height / content_scale,
                    )
                session_settings["window_size"] = int(f_width), int(f_height)

        session_settings.close()

        for plugin in g_pool.plugins:
            plugin.alive = False
        g_pool.plugins.clean()

    glfw.destroy_window(main_window)
    g_pool.gui.terminate()
    glfw.terminate()
    logger.info("Process shutting down.")
Пример #22
0
"""
(*)~---------------------------------------------------------------------------
Pupil - eye tracking platform
Copyright (C) 2012-2021 Pupil Labs

Distributed under the terms of the GNU
Lesser General Public License (LGPL v3.0).
See COPYING and COPYING.LESSER for license details.
---------------------------------------------------------------------------~(*)
"""
from .recording_info import RecordingInfoFile, RecordingInfo
from .recording_info_2_0 import _RecordingInfoFile_2_0
from .recording_info_2_1 import _RecordingInfoFile_2_1
from .recording_info_2_2 import _RecordingInfoFile_2_2
from .recording_info_2_3 import _RecordingInfoFile_2_3
from version_utils import parse_version

RecordingInfoFile.register_child_class(parse_version("2.0"),
                                       _RecordingInfoFile_2_0)
RecordingInfoFile.register_child_class(parse_version("2.1"),
                                       _RecordingInfoFile_2_1)
RecordingInfoFile.register_child_class(parse_version("2.2"),
                                       _RecordingInfoFile_2_2)
RecordingInfoFile.register_child_class(parse_version("2.3"),
                                       _RecordingInfoFile_2_3)
Пример #23
0
def service(
    timebase,
    eye_procs_alive,
    ipc_pub_url,
    ipc_sub_url,
    ipc_push_url,
    user_dir,
    version,
    preferred_remote_port,
    hide_ui,
    debug,
):
    """Maps pupil to gaze data, can run various plug-ins.

    Reacts to notifications:
       ``start_plugin``: Starts given plugin with the given arguments
       ``eye_process.started``: Sets the detection method eye process
       ``service_process.should_stop``: Stops the service process

    Emits notifications:
        ``eye_process.should_start``
        ``eye_process.should_stop``
        ``service_process.started``
        ``service_process.stopped``
        ``launcher_process.should_stop``

    Emits data:
        ``gaze``: Gaze data from current gaze mapping plugin.``
        ``*``: any other plugin generated data in the events that it not [dt,pupil,gaze].
    """

    # We defer the imports because of multiprocessing.
    # Otherwise the service process each process also loads the other imports.
    # This is not harmful but unnecessary.

    # general imports
    from time import sleep
    import logging
    import zmq
    import zmq_tools

    # zmq ipc setup
    zmq_ctx = zmq.Context()
    ipc_pub = zmq_tools.Msg_Dispatcher(zmq_ctx, ipc_push_url)
    gaze_pub = zmq_tools.Msg_Streamer(zmq_ctx, ipc_pub_url)
    pupil_sub = zmq_tools.Msg_Receiver(zmq_ctx, ipc_sub_url, topics=("pupil",))
    notify_sub = zmq_tools.Msg_Receiver(zmq_ctx, ipc_sub_url, topics=("notify",))

    poller = zmq.Poller()
    poller.register(pupil_sub.socket)
    poller.register(notify_sub.socket)

    # log setup
    logging.getLogger("OpenGL").setLevel(logging.ERROR)
    logger = logging.getLogger()
    logger.handlers = []
    logger.addHandler(zmq_tools.ZMQ_handler(zmq_ctx, ipc_push_url))
    # create logger for the context of this function
    logger = logging.getLogger(__name__)

    def launch_eye_process(eye_id, delay=0):
        n = {"subject": "eye_process.should_start", "eye_id": eye_id, "delay": delay}
        ipc_pub.notify(n)

    def stop_eye_process(eye_id):
        n = {"subject": "eye_process.should_stop", "eye_id": eye_id}
        ipc_pub.notify(n)

    try:

        # helpers/utils
        from file_methods import Persistent_Dict
        from methods import delta_t, get_system_info
        from version_utils import parse_version
        import audio
        from uvc import get_time_monotonic

        # Plug-ins
        from plugin import Plugin, Plugin_List, import_runtime_plugins
        from calibration_choreography import (
            available_calibration_choreography_plugins,
            patch_loaded_plugins_with_choreography_plugin,
        )
        from gaze_mapping import registered_gazer_classes
        from network_api import NetworkApiPlugin
        from pupil_groups import Pupil_Groups
        from blink_detection import Blink_Detection
        from fixation_detector import Fixation_Detector
        from service_ui import Service_UI
        from background_helper import IPC_Logging_Task_Proxy

        IPC_Logging_Task_Proxy.push_url = ipc_push_url

        process_was_interrupted = False

        def interrupt_handler(sig, frame):
            import traceback

            trace = traceback.format_stack(f=frame)
            logger.debug(f"Caught signal {sig} in:\n" + "".join(trace))
            nonlocal process_was_interrupted
            process_was_interrupted = True

        signal.signal(signal.SIGINT, interrupt_handler)

        logger.info("Application Version: {}".format(version))
        logger.info("System Info: {}".format(get_system_info()))
        logger.debug(f"Debug flag: {debug}")

        # g_pool holds variables for this process they are accesible to all plugins
        g_pool = SimpleNamespace()
        g_pool.debug = debug
        g_pool.app = "service"
        g_pool.user_dir = user_dir
        g_pool.version = version
        g_pool.get_now = get_time_monotonic
        g_pool.zmq_ctx = zmq_ctx
        g_pool.ipc_pub = ipc_pub
        g_pool.ipc_pub_url = ipc_pub_url
        g_pool.ipc_sub_url = ipc_sub_url
        g_pool.ipc_push_url = ipc_push_url
        g_pool.eye_procs_alive = eye_procs_alive
        g_pool.timebase = timebase
        g_pool.preferred_remote_port = preferred_remote_port
        g_pool.hide_ui = hide_ui

        def get_timestamp():
            return get_time_monotonic() - g_pool.timebase.value

        g_pool.get_timestamp = get_timestamp

        # manage plugins
        runtime_plugins = import_runtime_plugins(
            os.path.join(g_pool.user_dir, "plugins")
        )
        user_launchable_plugins = [
            Service_UI,
            Pupil_Groups,
            NetworkApiPlugin,
            Blink_Detection,
        ] + runtime_plugins
        plugin_by_index = (
            runtime_plugins
            + available_calibration_choreography_plugins()
            + registered_gazer_classes()
            + user_launchable_plugins
        )
        name_by_index = [pupil_datum.__name__ for pupil_datum in plugin_by_index]
        plugin_by_name = dict(zip(name_by_index, plugin_by_index))
        default_plugins = [
            ("Service_UI", {}),
            # Calibration choreography plugin is added bellow by calling
            # patch_world_session_settings_with_choreography_plugin
            ("NetworkApiPlugin", {}),
            ("Blink_Detection", {}),
            ("Fixation_Detector", {}),
        ]
        g_pool.plugin_by_name = plugin_by_name

        tick = delta_t()

        def get_dt():
            return next(tick)

        # load session persistent settings
        session_settings = Persistent_Dict(
            os.path.join(g_pool.user_dir, "user_settings_service")
        )
        if parse_version(session_settings.get("version", "0.0")) < g_pool.version:
            logger.info(
                "Session setting are from older version of this app. I will not use those."
            )
            session_settings.clear()

        g_pool.min_calibration_confidence = session_settings.get(
            "min_calibration_confidence", 0.8
        )

        audio.set_audio_mode(
            session_settings.get("audio_mode", audio.get_default_audio_mode())
        )

        ipc_pub.notify({"subject": "service_process.started"})
        logger.warning("Process started.")
        g_pool.service_should_run = True

        loaded_plugins = session_settings.get("loaded_plugins", default_plugins)

        # Resolve the active calibration choreography plugin
        loaded_plugins = patch_loaded_plugins_with_choreography_plugin(
            loaded_plugins, app=g_pool.app
        )
        session_settings["loaded_plugins"] = loaded_plugins

        # plugins that are loaded based on user settings from previous session
        g_pool.plugins = Plugin_List(g_pool, loaded_plugins)

        # NOTE: The NetworkApiPlugin plugin fails to load when the port is already in use
        # and will set this variable to false. Then we should not even start the eye
        # processes. Otherwise we would have to wait for their initialization before
        # attempting cleanup in Service.
        if g_pool.service_should_run:
            if session_settings.get("eye1_process_alive", True):
                launch_eye_process(1, delay=0.3)
            if session_settings.get("eye0_process_alive", True):
                launch_eye_process(0, delay=0.0)

        def handle_notifications(n):
            subject = n["subject"]
            if subject == "start_plugin":
                try:
                    g_pool.plugins.add(
                        plugin_by_name[n["name"]], args=n.get("args", {})
                    )
                except KeyError as err:
                    logger.error(f"Attempt to load unknown plugin: {err}")
            elif subject == "service_process.should_stop":
                g_pool.service_should_run = False
            elif subject.startswith("meta.should_doc"):
                ipc_pub.notify(
                    {"subject": "meta.doc", "actor": g_pool.app, "doc": service.__doc__}
                )
                for p in g_pool.plugins:
                    if (
                        p.on_notify.__doc__
                        and p.__class__.on_notify != Plugin.on_notify
                    ):
                        ipc_pub.notify(
                            {
                                "subject": "meta.doc",
                                "actor": p.class_name,
                                "doc": p.on_notify.__doc__,
                            }
                        )

        # initiate ui update loop
        ipc_pub.notify(
            {"subject": "service_process.ui.should_update", "initial_delay": 1 / 40}
        )

        g_pool.active_gaze_mapping_plugin = None

        # Event loop
        while g_pool.service_should_run and not process_was_interrupted:
            socks = dict(poller.poll())
            if pupil_sub.socket in socks:
                topic, pupil_datum = pupil_sub.recv()

                events = {}
                events["pupil"] = [pupil_datum]

                if g_pool.active_gaze_mapping_plugin:
                    new_gaze_data = g_pool.active_gaze_mapping_plugin.map_pupil_to_gaze(
                        [pupil_datum]
                    )
                    events["gaze"] = []

                    for gaze_datum in new_gaze_data:
                        gaze_pub.send(gaze_datum)
                        events["gaze"].append(gaze_datum)

                for plugin in g_pool.plugins:
                    plugin.recent_events(events=events)

            if notify_sub.socket in socks:
                topic, n = notify_sub.recv()
                handle_notifications(n)
                for plugin in g_pool.plugins:
                    plugin.on_notify(n)

            # check if a plugin need to be destroyed
            g_pool.plugins.clean()

        session_settings["loaded_plugins"] = g_pool.plugins.get_initializers()
        session_settings["version"] = str(g_pool.version)
        session_settings["eye0_process_alive"] = eye_procs_alive[0].value
        session_settings["eye1_process_alive"] = eye_procs_alive[1].value
        session_settings[
            "min_calibration_confidence"
        ] = g_pool.min_calibration_confidence
        session_settings["audio_mode"] = audio.get_audio_mode()
        session_settings.close()

        # de-init all running plugins
        for pupil_datum in g_pool.plugins:
            pupil_datum.alive = False
        g_pool.plugins.clean()

    except Exception:
        import traceback

        trace = traceback.format_exc()
        logger.error("Process Service crashed with trace:\n{}".format(trace))

    finally:
        # shut down eye processes:
        stop_eye_process(0)
        stop_eye_process(1)

        logger.info("Process shutting down.")
        ipc_pub.notify({"subject": "service_process.stopped"})

        # shut down launcher
        n = {"subject": "launcher_process.should_stop"}
        ipc_pub.notify(n)
        sleep(1.0)
Пример #24
0
 def detect_recording_info_file_version(rec_dir: str) -> ParsedVersion:
     file_path = RecordingInfoFile._info_file_path(rec_dir=rec_dir)
     with open(file_path, "r") as file:
         read_dict = RecordingInfoFile._read_dict_from_file(file=file)
     return parse_version(read_dict["meta_version"])
Пример #25
0
import file_methods as fm
import methods as m
from video_capture.utils import pi_gaze_items

from ..info import RecordingInfoFile
from ..info import recording_info_utils as utils
from ..recording import PupilRecording
from ..recording_utils import InvalidRecordingException
from . import update_utils

from version_utils import parse_version

logger = logging.getLogger(__name__)

NEWEST_SUPPORTED_VERSION = parse_version("1.3")


def transform_invisible_to_corresponding_new_style(rec_dir: str):
    logger.info("Transform Pupil Invisible to new style recording...")
    info_json = utils.read_info_json_file(rec_dir)
    pi_version = parse_version(info_json["data_format_version"])

    if pi_version > NEWEST_SUPPORTED_VERSION:
        raise InvalidRecordingException(
            f"This version of player is too old! Please upgrade.")

    # elif pi_version > 3.0:
    #     ...
    # elif pi_version > 2.0:
    #     ...
import time
from pathlib import Path

import numpy as np
from pyglui import cygl, ui

import gl_utils
import uvc
from camera_models import Camera_Model
from version_utils import parse_version

from .base_backend import Base_Manager, Base_Source, InitialisationError, SourceInfo
from .utils import Check_Frame_Stripes, Exposure_Time

# check versions for our own depedencies as they are fast-changing
assert parse_version(uvc.__version__) >= parse_version("0.13")

# logging
logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)


class TJSAMP(enum.IntEnum):
    """Reimplements turbojpeg.h TJSAMP"""

    TJSAMP_444 = 0
    TJSAMP_422 = 1
    TJSAMP_420 = 2
    TJSAMP_GRAY = 3
    TJSAMP_440 = 4
    TJSAMP_411 = 5
Пример #27
0
def world(
    timebase,
    eye_procs_alive,
    ipc_pub_url,
    ipc_sub_url,
    ipc_push_url,
    user_dir,
    version,
    preferred_remote_port,
    hide_ui,
    debug,
):
    """Reads world video and runs plugins.

    Creates a window, gl context.
    Grabs images from a capture.
    Maps pupil to gaze data
    Can run various plug-ins.

    Reacts to notifications:
        ``eye_process.started``
        ``start_plugin``
        ``should_stop``

    Emits notifications:
        ``eye_process.should_start``
        ``eye_process.should_stop``
        ``world_process.started``
        ``world_process.stopped``
        ``recording.should_stop``: Emits on camera failure
        ``launcher_process.should_stop``

    Emits data:
        ``gaze``: Gaze data from current gaze mapping plugin.``
        ``*``: any other plugin generated data in the events
               that it not [dt,pupil,gaze].
    """

    # We defer the imports because of multiprocessing.
    # Otherwise the world process each process also loads the other imports.
    # This is not harmful but unnecessary.

    # general imports
    from time import sleep
    import logging

    # networking
    import zmq
    import zmq_tools

    # zmq ipc setup
    zmq_ctx = zmq.Context()
    ipc_pub = zmq_tools.Msg_Dispatcher(zmq_ctx, ipc_push_url)
    notify_sub = zmq_tools.Msg_Receiver(zmq_ctx, ipc_sub_url, topics=("notify",))

    # log setup
    logging.getLogger("OpenGL").setLevel(logging.ERROR)
    logger = logging.getLogger()
    logger.handlers = []
    logger.setLevel(logging.NOTSET)
    logger.addHandler(zmq_tools.ZMQ_handler(zmq_ctx, ipc_push_url))
    # create logger for the context of this function
    logger = logging.getLogger(__name__)

    def launch_eye_process(eye_id, delay=0):
        n = {
            "subject": "eye_process.should_start.{}".format(eye_id),
            "eye_id": eye_id,
            "delay": delay,
        }
        ipc_pub.notify(n)

    def stop_eye_process(eye_id):
        n = {
            "subject": "eye_process.should_stop.{}".format(eye_id),
            "eye_id": eye_id,
            "delay": 0.2,
        }
        ipc_pub.notify(n)

    def start_stop_eye(eye_id, make_alive):
        if make_alive:
            launch_eye_process(eye_id)
        else:
            stop_eye_process(eye_id)

    def detection_enabled_getter() -> bool:
        return g_pool.pupil_detection_enabled

    def detection_enabled_setter(is_on: bool):
        g_pool.pupil_detection_enabled = is_on
        n = {"subject": "set_pupil_detection_enabled", "value": is_on}
        ipc_pub.notify(n)

    try:
        from background_helper import IPC_Logging_Task_Proxy

        IPC_Logging_Task_Proxy.push_url = ipc_push_url

        from tasklib.background.patches import IPCLoggingPatch

        IPCLoggingPatch.ipc_push_url = ipc_push_url

        from OpenGL.GL import GL_COLOR_BUFFER_BIT

        # display
        import glfw

        glfw.ERROR_REPORTING = "raise"

        from version_utils import parse_version
        from pyglui import ui, cygl, __version__ as pyglui_version

        assert parse_version(pyglui_version) >= parse_version(
            "1.27"
        ), "pyglui out of date, please upgrade to newest version"
        from pyglui.cygl.utils import Named_Texture
        import gl_utils

        # helpers/utils
        from file_methods import Persistent_Dict
        from methods import normalize, denormalize, delta_t, get_system_info, timer
        from uvc import get_time_monotonic

        logger.info("Application Version: {}".format(version))
        logger.info("System Info: {}".format(get_system_info()))
        logger.debug(f"Debug flag: {debug}")

        import audio

        # Plug-ins
        from plugin import (
            Plugin,
            System_Plugin_Base,
            Plugin_List,
            import_runtime_plugins,
        )
        from plugin_manager import Plugin_Manager
        from calibration_choreography import (
            available_calibration_choreography_plugins,
            CalibrationChoreographyPlugin,
            patch_loaded_plugins_with_choreography_plugin,
        )

        available_choreography_plugins = available_calibration_choreography_plugins()

        from gaze_mapping import registered_gazer_classes
        from gaze_mapping.gazer_base import GazerBase
        from pupil_detector_plugins.detector_base_plugin import PupilDetectorPlugin
        from fixation_detector import Fixation_Detector
        from recorder import Recorder
        from display_recent_gaze import Display_Recent_Gaze
        from time_sync import Time_Sync
        from network_api import NetworkApiPlugin
        from pupil_groups import Pupil_Groups
        from surface_tracker import Surface_Tracker_Online
        from log_display import Log_Display
        from annotations import Annotation_Capture
        from log_history import Log_History
        from blink_detection import Blink_Detection
        from video_capture import (
            source_classes,
            manager_classes,
            Base_Manager,
            Base_Source,
        )
        from pupil_data_relay import Pupil_Data_Relay
        from remote_recorder import Remote_Recorder
        from accuracy_visualizer import Accuracy_Visualizer

        from system_graphs import System_Graphs
        from camera_intrinsics_estimation import Camera_Intrinsics_Estimation
        from hololens_relay import Hololens_Relay
        from head_pose_tracker.online_head_pose_tracker import Online_Head_Pose_Tracker

        # UI Platform tweaks
        if platform.system() == "Linux":
            scroll_factor = 10.0
            window_position_default = (30, 30)
        elif platform.system() == "Windows":
            scroll_factor = 10.0
            window_position_default = (8, 90)
        else:
            scroll_factor = 1.0
            window_position_default = (0, 0)

        process_was_interrupted = False

        def interrupt_handler(sig, frame):
            import traceback

            trace = traceback.format_stack(f=frame)
            logger.debug(f"Caught signal {sig} in:\n" + "".join(trace))
            nonlocal process_was_interrupted
            process_was_interrupted = True

        signal.signal(signal.SIGINT, interrupt_handler)

        icon_bar_width = 50
        window_size = None
        camera_render_size = None
        content_scale = 1.0

        # g_pool holds variables for this process they are accessible to all plugins
        g_pool = SimpleNamespace()
        g_pool.debug = debug
        g_pool.app = "capture"
        g_pool.process = "world"
        g_pool.user_dir = user_dir
        g_pool.version = version
        g_pool.timebase = timebase
        g_pool.zmq_ctx = zmq_ctx
        g_pool.ipc_pub = ipc_pub
        g_pool.ipc_pub_url = ipc_pub_url
        g_pool.ipc_sub_url = ipc_sub_url
        g_pool.ipc_push_url = ipc_push_url
        g_pool.eye_procs_alive = eye_procs_alive
        g_pool.preferred_remote_port = preferred_remote_port

        def get_timestamp():
            return get_time_monotonic() - g_pool.timebase.value

        g_pool.get_timestamp = get_timestamp
        g_pool.get_now = get_time_monotonic

        # manage plugins
        runtime_plugins = import_runtime_plugins(
            os.path.join(g_pool.user_dir, "plugins")
        )
        runtime_plugins = [
            p for p in runtime_plugins if not issubclass(p, PupilDetectorPlugin)
        ]
        user_plugins = [
            Pupil_Groups,
            NetworkApiPlugin,
            Time_Sync,
            Surface_Tracker_Online,
            Annotation_Capture,
            Log_History,
            Fixation_Detector,
            Blink_Detection,
            Remote_Recorder,
            Accuracy_Visualizer,
            Camera_Intrinsics_Estimation,
            Hololens_Relay,
            Online_Head_Pose_Tracker,
        ]

        system_plugins = (
            [
                Log_Display,
                Display_Recent_Gaze,
                Recorder,
                Pupil_Data_Relay,
                Plugin_Manager,
                System_Graphs,
            ]
            + manager_classes
            + source_classes
        )
        plugins = (
            system_plugins
            + user_plugins
            + runtime_plugins
            + available_choreography_plugins
            + registered_gazer_classes()
        )
        user_plugins += [
            p
            for p in runtime_plugins
            if not isinstance(
                p,
                (
                    Base_Manager,
                    Base_Source,
                    System_Plugin_Base,
                    CalibrationChoreographyPlugin,
                    GazerBase,
                ),
            )
        ]
        g_pool.plugin_by_name = {p.__name__: p for p in plugins}

        default_capture_name = "UVC_Source"
        default_capture_settings = {
            "preferred_names": [
                "Pupil Cam1 ID2",
                "Logitech Camera",
                "(046d:081d)",
                "C510",
                "B525",
                "C525",
                "C615",
                "C920",
                "C930e",
            ],
            "frame_size": (1280, 720),
            "frame_rate": 30,
        }

        default_plugins = [
            (default_capture_name, default_capture_settings),
            ("Pupil_Data_Relay", {}),
            ("UVC_Manager", {}),
            ("NDSI_Manager", {}),
            ("HMD_Streaming_Manager", {}),
            ("File_Manager", {}),
            ("Log_Display", {}),
            ("Dummy_Gaze_Mapper", {}),
            ("Display_Recent_Gaze", {}),
            # Calibration choreography plugin is added below by calling
            # patch_loaded_plugins_with_choreography_plugin
            ("Recorder", {}),
            ("NetworkApiPlugin", {}),
            ("Fixation_Detector", {}),
            ("Blink_Detection", {}),
            ("Accuracy_Visualizer", {}),
            ("Plugin_Manager", {}),
            ("System_Graphs", {}),
        ]

        def consume_events_and_render_buffer():
            gl_utils.glViewport(0, 0, *camera_render_size)
            for p in g_pool.plugins:
                p.gl_display()

            gl_utils.glViewport(0, 0, *window_size)
            try:
                clipboard = glfw.get_clipboard_string(main_window).decode()
            except (AttributeError, glfw.GLFWError):
                # clipboard is None, might happen on startup
                clipboard = ""
            g_pool.gui.update_clipboard(clipboard)
            user_input = g_pool.gui.update()
            if user_input.clipboard != clipboard:
                # only write to clipboard if content changed
                glfw.set_clipboard_string(main_window, user_input.clipboard)

            for button, action, mods in user_input.buttons:
                x, y = glfw.get_cursor_pos(main_window)
                pos = gl_utils.window_coordinate_to_framebuffer_coordinate(
                    main_window, x, y, cached_scale=None
                )
                pos = normalize(pos, camera_render_size)
                # Position in img pixels
                pos = denormalize(pos, g_pool.capture.frame_size)

                for plugin in g_pool.plugins:
                    if plugin.on_click(pos, button, action):
                        break

            for key, scancode, action, mods in user_input.keys:
                for plugin in g_pool.plugins:
                    if plugin.on_key(key, scancode, action, mods):
                        break

            for char_ in user_input.chars:
                for plugin in g_pool.plugins:
                    if plugin.on_char(char_):
                        break

            glfw.swap_buffers(main_window)

        # Callback functions
        def on_resize(window, w, h):
            nonlocal window_size
            nonlocal camera_render_size
            nonlocal content_scale
            if w == 0 or h == 0:
                return

            # Always clear buffers on resize to make sure that there are no overlapping
            # artifacts from previous frames.
            gl_utils.glClear(GL_COLOR_BUFFER_BIT)
            gl_utils.glClearColor(0, 0, 0, 1)

            content_scale = gl_utils.get_content_scale(window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(window)
            g_pool.gui.scale = content_scale
            window_size = w, h
            camera_render_size = w - int(icon_bar_width * g_pool.gui.scale), h
            g_pool.gui.update_window(*window_size)
            g_pool.gui.collect_menus()

            for p in g_pool.plugins:
                p.on_window_resize(window, *camera_render_size)

            # Minimum window size required, otherwise parts of the UI can cause openGL
            # issues with permanent effects. Depends on the content scale, which can
            # potentially be dynamically modified, so we re-adjust the size limits every
            # time here.
            min_size = int(2 * icon_bar_width * g_pool.gui.scale / framebuffer_scale)
            glfw.set_window_size_limits(
                window,
                min_size,
                min_size,
                glfw.DONT_CARE,
                glfw.DONT_CARE,
            )

            # Needed, to update the window buffer while resizing
            consume_events_and_render_buffer()

        def on_window_key(window, key, scancode, action, mods):
            g_pool.gui.update_key(key, scancode, action, mods)

        def on_window_char(window, char):
            g_pool.gui.update_char(char)

        def on_window_mouse_button(window, button, action, mods):
            g_pool.gui.update_button(button, action, mods)

        def on_pos(window, x, y):
            x, y = gl_utils.window_coordinate_to_framebuffer_coordinate(
                window, x, y, cached_scale=None
            )
            g_pool.gui.update_mouse(x, y)
            pos = x, y
            pos = normalize(pos, camera_render_size)
            # Position in img pixels
            pos = denormalize(pos, g_pool.capture.frame_size)
            for p in g_pool.plugins:
                p.on_pos(pos)

        def on_scroll(window, x, y):
            g_pool.gui.update_scroll(x, y * scroll_factor)

        def on_drop(window, paths):
            for plugin in g_pool.plugins:
                if plugin.on_drop(paths):
                    break

        tick = delta_t()

        def get_dt():
            return next(tick)

        # load session persistent settings
        session_settings = Persistent_Dict(
            os.path.join(g_pool.user_dir, "user_settings_world")
        )
        if parse_version(session_settings.get("version", "0.0")) != g_pool.version:
            logger.info(
                "Session setting are from a different version of this app. I will not use those."
            )
            session_settings.clear()

        g_pool.min_data_confidence = 0.6
        g_pool.min_calibration_confidence = session_settings.get(
            "min_calibration_confidence", 0.8
        )
        g_pool.pupil_detection_enabled = session_settings.get(
            "pupil_detection_enabled", True
        )
        g_pool.active_gaze_mapping_plugin = None
        g_pool.capture = None

        audio.set_audio_mode(
            session_settings.get("audio_mode", audio.get_default_audio_mode())
        )

        def handle_notifications(noti):
            subject = noti["subject"]
            if subject == "set_pupil_detection_enabled":
                g_pool.pupil_detection_enabled = noti["value"]
            elif subject == "start_plugin":
                try:
                    g_pool.plugins.add(
                        g_pool.plugin_by_name[noti["name"]], args=noti.get("args", {})
                    )
                except KeyError as err:
                    logger.error(f"Attempt to load unknown plugin: {err}")
            elif subject == "stop_plugin":
                for p in g_pool.plugins:
                    if p.class_name == noti["name"]:
                        p.alive = False
                        g_pool.plugins.clean()
            elif subject == "eye_process.started":
                noti = {
                    "subject": "set_pupil_detection_enabled",
                    "value": g_pool.pupil_detection_enabled,
                }
                ipc_pub.notify(noti)
            elif subject == "set_min_calibration_confidence":
                g_pool.min_calibration_confidence = noti["value"]
            elif subject.startswith("meta.should_doc"):
                ipc_pub.notify(
                    {"subject": "meta.doc", "actor": g_pool.app, "doc": world.__doc__}
                )
                for p in g_pool.plugins:
                    if (
                        p.on_notify.__doc__
                        and p.__class__.on_notify != Plugin.on_notify
                    ):
                        ipc_pub.notify(
                            {
                                "subject": "meta.doc",
                                "actor": p.class_name,
                                "doc": p.on_notify.__doc__,
                            }
                        )
            elif subject == "world_process.adapt_window_size":
                set_window_size()
            elif subject == "world_process.should_stop":
                glfw.set_window_should_close(main_window, True)

        width, height = session_settings.get(
            "window_size", (1280 + icon_bar_width, 720)
        )

        # window and gl setup
        glfw.init()
        glfw.window_hint(glfw.SCALE_TO_MONITOR, glfw.TRUE)
        if hide_ui:
            glfw.window_hint(glfw.VISIBLE, 0)  # hide window
        main_window = glfw.create_window(
            width, height, "Pupil Capture - World", None, None
        )

        window_position_manager = gl_utils.WindowPositionManager()
        window_pos = window_position_manager.new_window_position(
            window=main_window,
            default_position=window_position_default,
            previous_position=session_settings.get("window_position", None),
        )
        glfw.set_window_pos(main_window, window_pos[0], window_pos[1])

        glfw.make_context_current(main_window)
        cygl.utils.init()
        g_pool.main_window = main_window

        def reset_restart():
            logger.warning("Resetting all settings and restarting Capture.")
            glfw.set_window_should_close(main_window, True)
            ipc_pub.notify({"subject": "clear_settings_process.should_start"})
            ipc_pub.notify({"subject": "world_process.should_start", "delay": 2.0})

        def toggle_general_settings(collapsed):
            # this is the menu toggle logic.
            # Only one menu can be open.
            # If no menu is opened, the menubar should collapse.
            g_pool.menubar.collapsed = collapsed
            for m in g_pool.menubar.elements:
                m.collapsed = True
            general_settings.collapsed = collapsed

        # setup GUI
        g_pool.gui = ui.UI()
        g_pool.menubar = ui.Scrolling_Menu(
            "Settings", pos=(-400, 0), size=(-icon_bar_width, 0), header_pos="left"
        )
        g_pool.iconbar = ui.Scrolling_Menu(
            "Icons", pos=(-icon_bar_width, 0), size=(0, 0), header_pos="hidden"
        )
        g_pool.quickbar = ui.Stretching_Menu("Quick Bar", (0, 100), (120, -100))
        g_pool.gui.append(g_pool.menubar)
        g_pool.gui.append(g_pool.iconbar)
        g_pool.gui.append(g_pool.quickbar)

        general_settings = ui.Growing_Menu("General", header_pos="headline")

        def set_window_size():
            # Get current capture frame size
            f_width, f_height = g_pool.capture.frame_size

            # Get current display scale factor
            content_scale = gl_utils.get_content_scale(main_window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(main_window)
            display_scale_factor = content_scale / framebuffer_scale

            # Scale the capture frame size by display scale factor
            f_width *= display_scale_factor
            f_height *= display_scale_factor

            # Increas the width to account for the added scaled icon bar width
            f_width += icon_bar_width * display_scale_factor

            # Set the newly calculated size (scaled capture frame size + scaled icon bar width)
            glfw.set_window_size(main_window, int(f_width), int(f_height))

        general_settings.append(ui.Button("Reset window size", set_window_size))
        general_settings.append(
            ui.Selector(
                "Audio mode",
                None,
                getter=audio.get_audio_mode,
                setter=audio.set_audio_mode,
                selection=audio.get_audio_mode_list(),
            )
        )

        general_settings.append(
            ui.Switch(
                "pupil_detection_enabled",
                label="Pupil detection",
                getter=detection_enabled_getter,
                setter=detection_enabled_setter,
            )
        )
        general_settings.append(
            ui.Switch(
                "eye0_process",
                label="Detect eye 0",
                setter=lambda alive: start_stop_eye(0, alive),
                getter=lambda: eye_procs_alive[0].value,
            )
        )
        general_settings.append(
            ui.Switch(
                "eye1_process",
                label="Detect eye 1",
                setter=lambda alive: start_stop_eye(1, alive),
                getter=lambda: eye_procs_alive[1].value,
            )
        )

        general_settings.append(
            ui.Info_Text("Capture Version: {}".format(g_pool.version))
        )
        general_settings.append(
            ui.Button("Restart with default settings", reset_restart)
        )

        g_pool.menubar.append(general_settings)
        icon = ui.Icon(
            "collapsed",
            general_settings,
            label=chr(0xE8B8),
            on_val=False,
            off_val=True,
            setter=toggle_general_settings,
            label_font="pupil_icons",
        )
        icon.tooltip = "General Settings"
        g_pool.iconbar.append(icon)

        user_plugin_separator = ui.Separator()
        user_plugin_separator.order = 0.35
        g_pool.iconbar.append(user_plugin_separator)

        loaded_plugins = session_settings.get("loaded_plugins", default_plugins)

        # Resolve the active calibration choreography plugin
        loaded_plugins = patch_loaded_plugins_with_choreography_plugin(
            loaded_plugins, app=g_pool.app
        )
        session_settings["loaded_plugins"] = loaded_plugins

        # plugins that are loaded based on user settings from previous session
        g_pool.plugins = Plugin_List(g_pool, loaded_plugins)

        if not g_pool.capture:
            # Make sure we always have a capture running. Important if there was no
            # capture stored in session settings.
            g_pool.plugins.add(
                g_pool.plugin_by_name[default_capture_name], default_capture_settings
            )

        # Register callbacks main_window
        glfw.set_framebuffer_size_callback(main_window, on_resize)
        glfw.set_key_callback(main_window, on_window_key)
        glfw.set_char_callback(main_window, on_window_char)
        glfw.set_mouse_button_callback(main_window, on_window_mouse_button)
        glfw.set_cursor_pos_callback(main_window, on_pos)
        glfw.set_scroll_callback(main_window, on_scroll)
        glfw.set_drop_callback(main_window, on_drop)

        # gl_state settings
        gl_utils.basic_gl_setup()
        g_pool.image_tex = Named_Texture()

        toggle_general_settings(True)

        # now that we have a proper window we can load the last gui configuration
        g_pool.gui.configuration = session_settings.get("ui_config", {})
        # If previously selected plugin was not loaded this time, we will have an
        # expanded menubar without any menu selected. We need to ensure the menubar is
        # collapsed in this case.
        if all(submenu.collapsed for submenu in g_pool.menubar.elements):
            g_pool.menubar.collapsed = True

        # create a timer to control window update frequency
        window_update_timer = timer(1 / 60)

        def window_should_update():
            return next(window_update_timer)

        # trigger setup of window and gl sizes
        on_resize(main_window, *glfw.get_framebuffer_size(main_window))

        if session_settings.get("eye1_process_alive", True):
            launch_eye_process(1, delay=0.6)
        if session_settings.get("eye0_process_alive", True):
            launch_eye_process(0, delay=0.3)

        ipc_pub.notify({"subject": "world_process.started"})
        logger.warning("Process started.")

        if platform.system() == "Darwin":
            # On macOS, calls to glfw.swap_buffers() deliberately take longer in case of
            # occluded windows, based on the swap interval value. This causes an FPS drop
            # and leads to problems when recording. To side-step this behaviour, the swap
            # interval is set to zero.
            #
            # Read more about window occlusion on macOS here:
            # https://developer.apple.com/library/archive/documentation/Performance/Conceptual/power_efficiency_guidelines_osx/WorkWhenVisible.html
            glfw.swap_interval(0)

        # Event loop
        while not glfw.window_should_close(main_window) and not process_was_interrupted:

            # fetch newest notifications
            new_notifications = []
            while notify_sub.new_data:
                t, n = notify_sub.recv()
                new_notifications.append(n)

            # notify each plugin if there are new notifications:
            for n in new_notifications:
                handle_notifications(n)
                for p in g_pool.plugins:
                    p.on_notify(n)

            # a dictionary that allows plugins to post and read events
            events = {}
            # report time between now and the last loop interation
            events["dt"] = get_dt()

            # allow each Plugin to do its work.
            for p in g_pool.plugins:
                p.recent_events(events)

            # check if a plugin need to be destroyed
            g_pool.plugins.clean()

            # "blacklisted" events that were already sent
            del events["pupil"]
            del events["gaze"]
            # delete if exists. More expensive than del, so only use it when key might not exist
            events.pop("annotation", None)

            # send new events to ipc:
            if "frame" in events:
                del events["frame"]  # send explicitly with frame publisher
            if "depth_frame" in events:
                del events["depth_frame"]
            if "audio_packets" in events:
                del events["audio_packets"]
            del events["dt"]  # no need to send this
            for data in events.values():
                assert isinstance(data, (list, tuple))
                for d in data:
                    ipc_pub.send(d)

            glfw.make_context_current(main_window)
            # render visual feedback from loaded plugins
            glfw.poll_events()
            if window_should_update() and gl_utils.is_window_visible(main_window):

                gl_utils.glViewport(0, 0, *camera_render_size)
                for p in g_pool.plugins:
                    p.gl_display()

                gl_utils.glViewport(0, 0, *window_size)
                try:
                    clipboard = glfw.get_clipboard_string(main_window).decode()
                except (AttributeError, glfw.GLFWError):
                    # clipboard is None, might happen on startup
                    clipboard = ""
                g_pool.gui.update_clipboard(clipboard)
                user_input = g_pool.gui.update()
                if user_input.clipboard != clipboard:
                    # only write to clipboard if content changed
                    glfw.set_clipboard_string(main_window, user_input.clipboard)

                for button, action, mods in user_input.buttons:
                    x, y = glfw.get_cursor_pos(main_window)
                    pos = gl_utils.window_coordinate_to_framebuffer_coordinate(
                        main_window, x, y, cached_scale=None
                    )
                    pos = normalize(pos, camera_render_size)
                    # Position in img pixels
                    pos = denormalize(pos, g_pool.capture.frame_size)

                    for plugin in g_pool.plugins:
                        if plugin.on_click(pos, button, action):
                            break

                for key, scancode, action, mods in user_input.keys:
                    for plugin in g_pool.plugins:
                        if plugin.on_key(key, scancode, action, mods):
                            break

                for char_ in user_input.chars:
                    for plugin in g_pool.plugins:
                        if plugin.on_char(char_):
                            break

                glfw.swap_buffers(main_window)

        session_settings["loaded_plugins"] = g_pool.plugins.get_initializers()
        session_settings["ui_config"] = g_pool.gui.configuration
        session_settings["version"] = str(g_pool.version)
        session_settings["eye0_process_alive"] = eye_procs_alive[0].value
        session_settings["eye1_process_alive"] = eye_procs_alive[1].value
        session_settings[
            "min_calibration_confidence"
        ] = g_pool.min_calibration_confidence
        session_settings["pupil_detection_enabled"] = g_pool.pupil_detection_enabled
        session_settings["audio_mode"] = audio.get_audio_mode()

        if not hide_ui:
            glfw.restore_window(main_window)  # need to do this for windows os
            session_settings["window_position"] = glfw.get_window_pos(main_window)
            session_window_size = glfw.get_window_size(main_window)
            if 0 not in session_window_size:
                f_width, f_height = session_window_size
                if platform.system() in ("Windows", "Linux"):
                    f_width, f_height = (
                        f_width / content_scale,
                        f_height / content_scale,
                    )
                session_settings["window_size"] = int(f_width), int(f_height)

        session_settings.close()

        # de-init all running plugins
        for p in g_pool.plugins:
            p.alive = False
        g_pool.plugins.clean()

        g_pool.gui.terminate()
        glfw.destroy_window(main_window)
        glfw.terminate()

    except Exception:
        import traceback

        trace = traceback.format_exc()
        logger.error("Process Capture crashed with trace:\n{}".format(trace))

    finally:
        # shut down eye processes:
        stop_eye_process(0)
        stop_eye_process(1)

        logger.info("Process shutting down.")
        ipc_pub.notify({"subject": "world_process.stopped"})
        sleep(1.0)
Пример #28
0
 def min_player_version(self) -> ParsedVersion:
     return parse_version("1.16")
Пример #29
0
Lesser General Public License (LGPL v3.0).
See COPYING and COPYING.LESSER for license details.
---------------------------------------------------------------------------~(*)
"""

import platform, sys, os, time, traceback
import subprocess as sp
from version_utils import parse_version

import logging

logger = logging.getLogger(__name__)

os_name = platform.system()
if os_name == "Darwin":
    mac_version = parse_version(platform.mac_ver()[0])
    min_version = parse_version("10.11.0")

if os_name == "Darwin" and mac_version >= min_version:

    class Prevent_Idle_Sleep(object):
        def __init__(self):
            self.caffeine_process = None

        def __enter__(self):
            self.caffeine_process = sp.Popen(
                ["caffeinate", "-w", str(os.getpid())])
            logger.info("Disabled idle sleep.")

        def __exit__(self, etype, value, tb):
            if etype is not None:
Пример #30
0
def player(rec_dir, ipc_pub_url, ipc_sub_url, ipc_push_url, user_dir,
           app_version, debug):
    # general imports
    from time import sleep
    import logging
    from glob import glob
    from time import time, strftime, localtime

    # networking
    import zmq
    import zmq_tools

    import numpy as np

    # zmq ipc setup
    zmq_ctx = zmq.Context()
    ipc_pub = zmq_tools.Msg_Dispatcher(zmq_ctx, ipc_push_url)
    notify_sub = zmq_tools.Msg_Receiver(zmq_ctx,
                                        ipc_sub_url,
                                        topics=("notify", ))

    # log setup
    logging.getLogger("OpenGL").setLevel(logging.ERROR)
    logger = logging.getLogger()
    logger.handlers = []
    logger.setLevel(logging.NOTSET)
    logger.addHandler(zmq_tools.ZMQ_handler(zmq_ctx, ipc_push_url))
    # create logger for the context of this function
    logger = logging.getLogger(__name__)

    try:
        from background_helper import IPC_Logging_Task_Proxy

        IPC_Logging_Task_Proxy.push_url = ipc_push_url

        from tasklib.background.patches import IPCLoggingPatch

        IPCLoggingPatch.ipc_push_url = ipc_push_url

        # imports
        from file_methods import Persistent_Dict, next_export_sub_dir

        from OpenGL.GL import GL_COLOR_BUFFER_BIT

        # display
        import glfw
        from gl_utils import GLFWErrorReporting

        GLFWErrorReporting.set_default()

        # check versions for our own depedencies as they are fast-changing
        from pyglui import __version__ as pyglui_version

        from pyglui import ui, cygl
        from pyglui.cygl.utils import Named_Texture, RGBA
        import gl_utils

        # capture
        from video_capture import File_Source

        # helpers/utils
        from version_utils import parse_version
        from methods import normalize, denormalize, delta_t, get_system_info
        import player_methods as pm
        from pupil_recording import PupilRecording
        from csv_utils import write_key_value_file
        from hotkey import Hotkey

        # Plug-ins
        from plugin import Plugin, Plugin_List, import_runtime_plugins
        from plugin_manager import Plugin_Manager
        from vis_circle import Vis_Circle
        from vis_cross import Vis_Cross
        from vis_polyline import Vis_Polyline
        from vis_light_points import Vis_Light_Points
        from vis_watermark import Vis_Watermark
        from vis_fixation import Vis_Fixation

        from seek_control import Seek_Control
        from surface_tracker import Surface_Tracker_Offline

        # from marker_auto_trim_marks import Marker_Auto_Trim_Marks
        from fixation_detector import Offline_Fixation_Detector
        from log_display import Log_Display
        from annotations import Annotation_Player
        from raw_data_exporter import Raw_Data_Exporter
        from log_history import Log_History
        from pupil_producers import (
            DisabledPupilProducer,
            Pupil_From_Recording,
            Offline_Pupil_Detection,
        )
        from gaze_producer.gaze_from_recording import GazeFromRecording
        from gaze_producer.gaze_from_offline_calibration import (
            GazeFromOfflineCalibration, )
        from pupil_detector_plugins.detector_base_plugin import PupilDetectorPlugin
        from system_graphs import System_Graphs
        from system_timelines import System_Timelines
        from blink_detection import Offline_Blink_Detection
        from audio_playback import Audio_Playback
        from video_export.plugins.imotions_exporter import iMotions_Exporter
        from video_export.plugins.eye_video_exporter import Eye_Video_Exporter
        from video_export.plugins.world_video_exporter import World_Video_Exporter
        from head_pose_tracker.offline_head_pose_tracker import (
            Offline_Head_Pose_Tracker, )
        from video_capture import File_Source
        from video_overlay.plugins import Video_Overlay, Eye_Overlay

        from pupil_recording import (
            assert_valid_recording_type,
            InvalidRecordingException,
        )

        assert parse_version(pyglui_version) >= parse_version(
            "1.29"), "pyglui out of date, please upgrade to newest version"

        process_was_interrupted = False

        def interrupt_handler(sig, frame):
            import traceback

            trace = traceback.format_stack(f=frame)
            logger.debug(f"Caught signal {sig} in:\n" + "".join(trace))
            nonlocal process_was_interrupted
            process_was_interrupted = True

        signal.signal(signal.SIGINT, interrupt_handler)

        runtime_plugins = import_runtime_plugins(
            os.path.join(user_dir, "plugins"))
        runtime_plugins = [
            p for p in runtime_plugins
            if not issubclass(p, PupilDetectorPlugin)
        ]
        system_plugins = [
            Log_Display,
            Seek_Control,
            Plugin_Manager,
            System_Graphs,
            System_Timelines,
            Audio_Playback,
        ]
        user_plugins = [
            Vis_Circle,
            Vis_Fixation,
            Vis_Polyline,
            Vis_Light_Points,
            Vis_Cross,
            Vis_Watermark,
            Eye_Overlay,
            Video_Overlay,
            Offline_Fixation_Detector,
            Offline_Blink_Detection,
            Surface_Tracker_Offline,
            Raw_Data_Exporter,
            Annotation_Player,
            Log_History,
            DisabledPupilProducer,
            Pupil_From_Recording,
            Offline_Pupil_Detection,
            GazeFromRecording,
            GazeFromOfflineCalibration,
            World_Video_Exporter,
            iMotions_Exporter,
            Eye_Video_Exporter,
            Offline_Head_Pose_Tracker,
        ] + runtime_plugins

        plugins = system_plugins + user_plugins

        def consume_events_and_render_buffer():
            gl_utils.glViewport(0, 0, *g_pool.camera_render_size)
            g_pool.capture.gl_display()
            for p in g_pool.plugins:
                p.gl_display()

            gl_utils.glViewport(0, 0, *window_size)

            try:
                clipboard = glfw.get_clipboard_string(main_window).decode()
            except (AttributeError, glfw.GLFWError):
                # clipbaord is None, might happen on startup
                clipboard = ""
            g_pool.gui.update_clipboard(clipboard)
            user_input = g_pool.gui.update()
            if user_input.clipboard and user_input.clipboard != clipboard:
                # only write to clipboard if content changed
                glfw.set_clipboard_string(main_window, user_input.clipboard)

            for b in user_input.buttons:
                button, action, mods = b
                x, y = glfw.get_cursor_pos(main_window)
                pos = gl_utils.window_coordinate_to_framebuffer_coordinate(
                    main_window, x, y, cached_scale=None)
                pos = normalize(pos, g_pool.camera_render_size)
                pos = denormalize(pos, g_pool.capture.frame_size)

                for plugin in g_pool.plugins:
                    if plugin.on_click(pos, button, action):
                        break

            for key, scancode, action, mods in user_input.keys:
                for plugin in g_pool.plugins:
                    if plugin.on_key(key, scancode, action, mods):
                        break

            for char_ in user_input.chars:
                for plugin in g_pool.plugins:
                    if plugin.on_char(char_):
                        break

            glfw.swap_buffers(main_window)

        # Callback functions
        def on_resize(window, w, h):
            nonlocal window_size
            nonlocal content_scale
            if w == 0 or h == 0:
                return

            # Always clear buffers on resize to make sure that there are no overlapping
            # artifacts from previous frames.
            gl_utils.glClear(GL_COLOR_BUFFER_BIT)
            gl_utils.glClearColor(0, 0, 0, 1)

            content_scale = gl_utils.get_content_scale(window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(window)
            g_pool.gui.scale = content_scale
            window_size = w, h
            g_pool.camera_render_size = w - int(
                icon_bar_width * g_pool.gui.scale), h
            g_pool.gui.update_window(*window_size)
            g_pool.gui.collect_menus()
            for p in g_pool.plugins:
                p.on_window_resize(window, *g_pool.camera_render_size)

            # Minimum window size required, otherwise parts of the UI can cause openGL
            # issues with permanent effects. Depends on the content scale, which can
            # potentially be dynamically modified, so we re-adjust the size limits every
            # time here.
            min_size = int(2 * icon_bar_width * g_pool.gui.scale /
                           framebuffer_scale)
            glfw.set_window_size_limits(
                window,
                min_size,
                min_size,
                glfw.DONT_CARE,
                glfw.DONT_CARE,
            )

            # Needed, to update the window buffer while resizing
            consume_events_and_render_buffer()

        def on_window_key(window, key, scancode, action, mods):
            g_pool.gui.update_key(key, scancode, action, mods)

        def on_window_char(window, char):
            g_pool.gui.update_char(char)

        def on_window_mouse_button(window, button, action, mods):
            g_pool.gui.update_button(button, action, mods)

        def on_pos(window, x, y):
            x, y = gl_utils.window_coordinate_to_framebuffer_coordinate(
                window, x, y, cached_scale=None)
            g_pool.gui.update_mouse(x, y)
            pos = x, y
            pos = normalize(pos, g_pool.camera_render_size)
            # Position in img pixels
            pos = denormalize(pos, g_pool.capture.frame_size)
            for p in g_pool.plugins:
                p.on_pos(pos)

        def on_scroll(window, x, y):
            g_pool.gui.update_scroll(x, y * scroll_factor)

        def on_drop(window, paths):
            for path in paths:
                try:
                    assert_valid_recording_type(path)
                    _restart_with_recording(path)
                    return
                except InvalidRecordingException as err:
                    logger.debug(str(err))

            for plugin in g_pool.plugins:
                if plugin.on_drop(paths):
                    break

        def _restart_with_recording(rec_dir):
            logger.debug("Starting new session with '{}'".format(rec_dir))
            ipc_pub.notify({
                "subject": "player_drop_process.should_start",
                "rec_dir": rec_dir
            })
            glfw.set_window_should_close(g_pool.main_window, True)

        tick = delta_t()

        def get_dt():
            return next(tick)

        recording = PupilRecording(rec_dir)
        meta_info = recording.meta_info

        # log info about Pupil Platform and Platform in player.log
        logger.info("Application Version: {}".format(app_version))
        logger.info("System Info: {}".format(get_system_info()))
        logger.debug(f"Debug flag: {debug}")

        icon_bar_width = 50
        window_size = None
        content_scale = 1.0

        # create container for globally scoped vars
        g_pool = SimpleNamespace()
        g_pool.app = "player"
        g_pool.process = "player"
        g_pool.zmq_ctx = zmq_ctx
        g_pool.ipc_pub = ipc_pub
        g_pool.ipc_pub_url = ipc_pub_url
        g_pool.ipc_sub_url = ipc_sub_url
        g_pool.ipc_push_url = ipc_push_url
        g_pool.plugin_by_name = {p.__name__: p for p in plugins}
        g_pool.camera_render_size = None

        video_path = recording.files().core().world().videos()[0].resolve()
        File_Source(
            g_pool,
            timing="external",
            source_path=video_path,
            buffered_decoding=True,
            fill_gaps=True,
        )

        # load session persistent settings
        session_settings = Persistent_Dict(
            os.path.join(user_dir, "user_settings_player"))
        if parse_version(session_settings.get("version",
                                              "0.0")) != app_version:
            logger.info(
                "Session setting are a different version of this app. I will not use those."
            )
            session_settings.clear()

        width, height = g_pool.capture.frame_size
        width += icon_bar_width
        width, height = session_settings.get("window_size", (width, height))

        window_name = f"Pupil Player: {meta_info.recording_name} - {rec_dir}"

        glfw.init()
        glfw.window_hint(glfw.SCALE_TO_MONITOR, glfw.TRUE)
        main_window = glfw.create_window(width, height, window_name, None,
                                         None)
        window_position_manager = gl_utils.WindowPositionManager()
        window_pos = window_position_manager.new_window_position(
            window=main_window,
            default_position=window_position_default,
            previous_position=session_settings.get("window_position", None),
        )
        glfw.set_window_pos(main_window, window_pos[0], window_pos[1])

        glfw.make_context_current(main_window)
        cygl.utils.init()
        g_pool.main_window = main_window

        g_pool.version = app_version
        g_pool.timestamps = g_pool.capture.timestamps
        g_pool.get_timestamp = lambda: 0.0
        g_pool.user_dir = user_dir
        g_pool.rec_dir = rec_dir
        g_pool.meta_info = meta_info
        g_pool.min_data_confidence = session_settings.get(
            "min_data_confidence", MIN_DATA_CONFIDENCE_DEFAULT)
        g_pool.min_calibration_confidence = session_settings.get(
            "min_calibration_confidence", MIN_CALIBRATION_CONFIDENCE_DEFAULT)

        # populated by producers
        g_pool.pupil_positions = pm.PupilDataBisector()
        g_pool.gaze_positions = pm.Bisector()
        g_pool.fixations = pm.Affiliator()
        g_pool.eye_movements = pm.Affiliator()

        def set_data_confidence(new_confidence):
            g_pool.min_data_confidence = new_confidence
            notification = {"subject": "min_data_confidence_changed"}
            notification["_notify_time_"] = time() + 0.8
            g_pool.ipc_pub.notify(notification)

        def do_export(_):
            left_idx = g_pool.seek_control.trim_left
            right_idx = g_pool.seek_control.trim_right
            export_range = left_idx, right_idx + 1  # exclusive range.stop
            export_ts_window = pm.exact_window(g_pool.timestamps,
                                               (left_idx, right_idx))

            export_dir = os.path.join(g_pool.rec_dir, "exports")
            export_dir = next_export_sub_dir(export_dir)

            os.makedirs(export_dir)
            logger.info('Created export dir at "{}"'.format(export_dir))

            export_info = {
                "Player Software Version":
                str(g_pool.version),
                "Data Format Version":
                meta_info.min_player_version,
                "Export Date":
                strftime("%d.%m.%Y", localtime()),
                "Export Time":
                strftime("%H:%M:%S", localtime()),
                "Frame Index Range:":
                g_pool.seek_control.get_frame_index_trim_range_string(),
                "Relative Time Range":
                g_pool.seek_control.get_rel_time_trim_range_string(),
                "Absolute Time Range":
                g_pool.seek_control.get_abs_time_trim_range_string(),
            }
            with open(os.path.join(export_dir, "export_info.csv"), "w") as csv:
                write_key_value_file(csv, export_info)

            notification = {
                "subject": "should_export",
                "range": export_range,
                "ts_window": export_ts_window,
                "export_dir": export_dir,
            }
            g_pool.ipc_pub.notify(notification)

        def reset_restart():
            logger.warning("Resetting all settings and restarting Player.")
            glfw.set_window_should_close(main_window, True)
            ipc_pub.notify({"subject": "clear_settings_process.should_start"})
            ipc_pub.notify({
                "subject": "player_process.should_start",
                "rec_dir": rec_dir,
                "delay": 2.0,
            })

        def toggle_general_settings(collapsed):
            # this is the menu toggle logic.
            # Only one menu can be open.
            # If no menu is open the menubar should collapse.
            g_pool.menubar.collapsed = collapsed
            for m in g_pool.menubar.elements:
                m.collapsed = True
            general_settings.collapsed = collapsed

        g_pool.gui = ui.UI()
        g_pool.menubar = ui.Scrolling_Menu("Settings",
                                           pos=(-500, 0),
                                           size=(-icon_bar_width, 0),
                                           header_pos="left")
        g_pool.iconbar = ui.Scrolling_Menu("Icons",
                                           pos=(-icon_bar_width, 0),
                                           size=(0, 0),
                                           header_pos="hidden")
        g_pool.timelines = ui.Container((0, 0), (0, 0), (0, 0))
        g_pool.timelines.horizontal_constraint = g_pool.menubar
        g_pool.user_timelines = ui.Timeline_Menu("User Timelines",
                                                 pos=(0.0, -150.0),
                                                 size=(0.0, 0.0),
                                                 header_pos="headline")
        g_pool.user_timelines.color = RGBA(a=0.0)
        g_pool.user_timelines.collapsed = True
        # add container that constaints itself to the seekbar height
        vert_constr = ui.Container((0, 0), (0, -50.0), (0, 0))
        vert_constr.append(g_pool.user_timelines)
        g_pool.timelines.append(vert_constr)

        def set_window_size():
            # Get current capture frame size
            f_width, f_height = g_pool.capture.frame_size

            # Get current display scale factor
            content_scale = gl_utils.get_content_scale(main_window)
            framebuffer_scale = gl_utils.get_framebuffer_scale(main_window)
            display_scale_factor = content_scale / framebuffer_scale

            # Scale the capture frame size by display scale factor
            f_width *= display_scale_factor
            f_height *= display_scale_factor

            # Increas the width to account for the added scaled icon bar width
            f_width += icon_bar_width * display_scale_factor

            # Set the newly calculated size (scaled capture frame size + scaled icon bar width)
            glfw.set_window_size(main_window, int(f_width), int(f_height))

        general_settings = ui.Growing_Menu("General", header_pos="headline")
        general_settings.append(ui.Button("Reset window size",
                                          set_window_size))
        general_settings.append(
            ui.Info_Text(
                f"Minimum Player Version: {meta_info.min_player_version}"))
        general_settings.append(
            ui.Info_Text(f"Player Version: {g_pool.version}"))
        general_settings.append(
            ui.Info_Text(
                f"Recording Software: {meta_info.recording_software_name}"))
        general_settings.append(
            ui.Info_Text(
                f"Recording Software Version: {meta_info.recording_software_version}"
            ))

        general_settings.append(
            ui.Info_Text(
                "High level data, e.g. fixations, or visualizations only consider gaze data that has an equal or higher confidence than the minimum data confidence."
            ))
        general_settings.append(
            ui.Slider(
                "min_data_confidence",
                g_pool,
                setter=set_data_confidence,
                step=0.05,
                min=0.0,
                max=1.0,
                label="Minimum data confidence",
            ))

        general_settings.append(
            ui.Button("Restart with default settings", reset_restart))

        g_pool.menubar.append(general_settings)
        icon = ui.Icon(
            "collapsed",
            general_settings,
            label=chr(0xE8B8),
            on_val=False,
            off_val=True,
            setter=toggle_general_settings,
            label_font="pupil_icons",
        )
        icon.tooltip = "General Settings"
        g_pool.iconbar.append(icon)

        user_plugin_separator = ui.Separator()
        user_plugin_separator.order = 0.35
        g_pool.iconbar.append(user_plugin_separator)

        g_pool.quickbar = ui.Stretching_Menu("Quick Bar", (0, 100),
                                             (100, -100))
        g_pool.export_button = ui.Thumb(
            "export",
            label=chr(0xE2C5),
            getter=lambda: False,
            setter=do_export,
            hotkey=Hotkey.EXPORT_START_PLAYER_HOTKEY(),
            label_font="pupil_icons",
        )
        g_pool.quickbar.extend([g_pool.export_button])
        g_pool.gui.append(g_pool.menubar)
        g_pool.gui.append(g_pool.timelines)
        g_pool.gui.append(g_pool.iconbar)
        g_pool.gui.append(g_pool.quickbar)

        # we always load these plugins
        _pupil_producer_plugins = [
            # In priority order (first is default)
            ("Pupil_From_Recording", {}),
            ("Offline_Pupil_Detection", {}),
            ("DisabledPupilProducer", {}),
        ]
        _pupil_producer_plugins = list(reversed(_pupil_producer_plugins))
        _gaze_producer_plugins = [
            # In priority order (first is default)
            ("GazeFromRecording", {}),
            ("GazeFromOfflineCalibration", {}),
        ]
        _gaze_producer_plugins = list(reversed(_gaze_producer_plugins))
        default_plugins = [
            ("Plugin_Manager", {}),
            ("Seek_Control", {}),
            ("Log_Display", {}),
            ("Raw_Data_Exporter", {}),
            ("Vis_Polyline", {}),
            ("Vis_Circle", {}),
            ("System_Graphs", {}),
            ("System_Timelines", {}),
            ("World_Video_Exporter", {}),
            *_pupil_producer_plugins,
            *_gaze_producer_plugins,
            ("Audio_Playback", {}),
        ]
        _plugins_to_load = session_settings.get("loaded_plugins", None)
        if _plugins_to_load is None:
            # If no plugins are available from a previous session,
            # then use the default plugin list
            _plugins_to_load = default_plugins
        else:
            # If there are plugins available from a previous session,
            # then prepend plugins that are required, but might have not been available before
            _plugins_to_load = [
                *_pupil_producer_plugins,
                *_gaze_producer_plugins,
                *_plugins_to_load,
            ]

        g_pool.plugins = Plugin_List(g_pool, _plugins_to_load)

        # Manually add g_pool.capture to the plugin list
        g_pool.plugins._plugins.append(g_pool.capture)
        g_pool.plugins._plugins.sort(key=lambda p: p.order)
        g_pool.capture.init_ui()

        general_settings.insert(
            -1,
            ui.Text_Input(
                "rel_time_trim_section",
                getter=g_pool.seek_control.get_rel_time_trim_range_string,
                setter=g_pool.seek_control.set_rel_time_trim_range_string,
                label="Relative time range to export",
            ),
        )
        general_settings.insert(
            -1,
            ui.Text_Input(
                "frame_idx_trim_section",
                getter=g_pool.seek_control.get_frame_index_trim_range_string,
                setter=g_pool.seek_control.set_frame_index_trim_range_string,
                label="Frame index range to export",
            ),
        )

        # Register callbacks main_window
        glfw.set_framebuffer_size_callback(main_window, on_resize)
        glfw.set_key_callback(main_window, on_window_key)
        glfw.set_char_callback(main_window, on_window_char)
        glfw.set_mouse_button_callback(main_window, on_window_mouse_button)
        glfw.set_cursor_pos_callback(main_window, on_pos)
        glfw.set_scroll_callback(main_window, on_scroll)
        glfw.set_drop_callback(main_window, on_drop)

        toggle_general_settings(True)

        g_pool.gui.configuration = session_settings.get("ui_config", {})
        # If previously selected plugin was not loaded this time, we will have an
        # expanded menubar without any menu selected. We need to ensure the menubar is
        # collapsed in this case.
        if all(submenu.collapsed for submenu in g_pool.menubar.elements):
            g_pool.menubar.collapsed = True

        # gl_state settings
        gl_utils.basic_gl_setup()
        g_pool.image_tex = Named_Texture()

        # trigger on_resize
        on_resize(main_window, *glfw.get_framebuffer_size(main_window))

        def handle_notifications(n):
            subject = n["subject"]
            if subject == "start_plugin":
                g_pool.plugins.add(g_pool.plugin_by_name[n["name"]],
                                   args=n.get("args", {}))
            elif subject.startswith("meta.should_doc"):
                ipc_pub.notify({
                    "subject": "meta.doc",
                    "actor": g_pool.app,
                    "doc": player.__doc__
                })
                for p in g_pool.plugins:
                    if (p.on_notify.__doc__
                            and p.__class__.on_notify != Plugin.on_notify):
                        ipc_pub.notify({
                            "subject": "meta.doc",
                            "actor": p.class_name,
                            "doc": p.on_notify.__doc__,
                        })

        while not glfw.window_should_close(
                main_window) and not process_was_interrupted:

            # fetch newest notifications
            new_notifications = []
            while notify_sub.new_data:
                t, n = notify_sub.recv()
                new_notifications.append(n)

            # notify each plugin if there are new notifications:
            for n in new_notifications:
                handle_notifications(n)
                for p in g_pool.plugins:
                    p.on_notify(n)

            events = {}
            # report time between now and the last loop interation
            events["dt"] = get_dt()

            # pupil and gaze positions are added by their respective producer plugins
            events["pupil"] = []
            events["gaze"] = []

            # allow each Plugin to do its work.
            for p in g_pool.plugins:
                p.recent_events(events)

            # check if a plugin need to be destroyed
            g_pool.plugins.clean()

            glfw.make_context_current(main_window)
            glfw.poll_events()
            # render visual feedback from loaded plugins
            if gl_utils.is_window_visible(main_window):

                gl_utils.glViewport(0, 0, *g_pool.camera_render_size)
                g_pool.capture.gl_display()
                for p in g_pool.plugins:
                    p.gl_display()

                gl_utils.glViewport(0, 0, *window_size)

                try:
                    clipboard = glfw.get_clipboard_string(main_window).decode()
                except (AttributeError, glfw.GLFWError):
                    # clipbaord is None, might happen on startup
                    clipboard = ""
                g_pool.gui.update_clipboard(clipboard)
                user_input = g_pool.gui.update()
                if user_input.clipboard and user_input.clipboard != clipboard:
                    # only write to clipboard if content changed
                    glfw.set_clipboard_string(main_window,
                                              user_input.clipboard)

                for b in user_input.buttons:
                    button, action, mods = b
                    x, y = glfw.get_cursor_pos(main_window)
                    pos = gl_utils.window_coordinate_to_framebuffer_coordinate(
                        main_window, x, y, cached_scale=None)
                    pos = normalize(pos, g_pool.camera_render_size)
                    pos = denormalize(pos, g_pool.capture.frame_size)

                    for plugin in g_pool.plugins:
                        if plugin.on_click(pos, button, action):
                            break

                for key, scancode, action, mods in user_input.keys:
                    for plugin in g_pool.plugins:
                        if plugin.on_key(key, scancode, action, mods):
                            break

                for char_ in user_input.chars:
                    for plugin in g_pool.plugins:
                        if plugin.on_char(char_):
                            break

                # present frames at appropriate speed
                g_pool.seek_control.wait(events["frame"].timestamp)
                glfw.swap_buffers(main_window)

        session_settings["loaded_plugins"] = g_pool.plugins.get_initializers()
        session_settings["min_data_confidence"] = g_pool.min_data_confidence
        session_settings[
            "min_calibration_confidence"] = g_pool.min_calibration_confidence
        session_settings["ui_config"] = g_pool.gui.configuration
        session_settings["window_position"] = glfw.get_window_pos(main_window)
        session_settings["version"] = str(g_pool.version)

        session_window_size = glfw.get_window_size(main_window)
        if 0 not in session_window_size:
            f_width, f_height = session_window_size
            if platform.system() in ("Windows", "Linux"):
                f_width, f_height = (
                    f_width / content_scale,
                    f_height / content_scale,
                )
            session_settings["window_size"] = int(f_width), int(f_height)

        session_settings.close()

        # de-init all running plugins
        for p in g_pool.plugins:
            p.alive = False
        g_pool.plugins.clean()

        g_pool.gui.terminate()
        glfw.destroy_window(main_window)

    except Exception:
        import traceback

        trace = traceback.format_exc()
        logger.error("Process Player crashed with trace:\n{}".format(trace))
    finally:
        logger.info("Process shutting down.")
        ipc_pub.notify({"subject": "player_process.stopped"})
        sleep(1.0)