Merge branch 'master' into 'eiger_refactor', resolve merge conflicts

# Conflicts:
#   ophyd_devices/epics/devices/eiger9m_csaxs.py
#   ophyd_devices/epics/devices/pilatus_csaxs.py
This commit is contained in:
appel_c 2023-11-08 10:03:14 +00:00
commit 324f5091ec
9 changed files with 12565 additions and 85 deletions

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@ -2,6 +2,18 @@
<!--next-version-placeholder-->
## v0.9.1 (2023-11-02)
### Fix
* Fixed complete call for non-otf scans ([`9e6dc2a`](https://gitlab.psi.ch/bec/ophyd_devices/-/commit/9e6dc2a9f72c5615abd8bea1fcdea6719a35f1ad))
## v0.9.0 (2023-10-31)
### Feature
* Added file-based replay for xtreme ([`d25f92c`](https://gitlab.psi.ch/bec/ophyd_devices/-/commit/d25f92c6323cccea6de8471f4445b997cfab85a3))
## v0.8.1 (2023-09-27)
### Fix

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@ -1,37 +1,47 @@
import enum
import os
import time
from typing import List
from ophyd import EpicsSignal, EpicsSignalRO, EpicsSignalWithRBV, Component as Cpt, Device
from typing import List
from bec_lib.core.devicemanager import DeviceStatus
from ophyd import EpicsSignal, EpicsSignalRO, EpicsSignalWithRBV, Component as Cpt, Device
from ophyd.mca import EpicsMCARecord
from ophyd.areadetector.plugins import HDF5Plugin_V21, FilePlugin_V22
from bec_lib.core.file_utils import FileWriterMixin
from bec_lib.core import MessageEndpoints, BECMessage
from bec_lib.core import bec_logger
from ophyd_devices.epics.devices.bec_scaninfo_mixin import BecScaninfoMixin
from ophyd_devices.epics.devices.bec_scaninfo_mixin import BecScaninfoMixin
from ophyd_devices.utils import bec_utils
logger = bec_logger.logger
class FalconError(Exception):
"""Base class for exceptions in this module."""
pass
class FalconTimeoutError(Exception):
"""Raised when the Falcon does not respond in time during unstage."""
pass
class DetectorState(int, enum.Enum):
"""Detector states for Falcon detector"""
DONE = 0
ACQUIRING = 1
class EpicsDXPFalcon(Device):
"""All high-level DXP parameters for each channel"""
"""DXP parameters for Falcon detector
Base class to map EPICS PVs from DXP parameters to ophyd signals.
"""
elapsed_live_time = Cpt(EpicsSignal, "ElapsedLiveTime")
elapsed_real_time = Cpt(EpicsSignal, "ElapsedRealTime")
@ -51,15 +61,17 @@ class EpicsDXPFalcon(Device):
current_pixel = Cpt(EpicsSignalRO, "CurrentPixel")
class FalconHDF5Plugins(Device): # HDF5Plugin_V21, FilePlugin_V22):
class FalconHDF5Plugins(Device):
"""HDF5 parameters for Falcon detector
Base class to map EPICS PVs from HDF5 Plugin to ophyd signals.
"""
capture = Cpt(EpicsSignalWithRBV, "Capture")
enable = Cpt(EpicsSignalWithRBV, "EnableCallbacks", string=True, kind="config")
xml_file_name = Cpt(EpicsSignalWithRBV, "XMLFileName", string=True, kind="config")
lazy_open = Cpt(EpicsSignalWithRBV, "LazyOpen", string=True, doc="0='No' 1='Yes'")
temp_suffix = Cpt(EpicsSignalWithRBV, "TempSuffix", string=True)
# file_path = Cpt(
# EpicsSignalWithRBV, "FilePath", string=True, kind="config", path_semantics="posix"
# )
file_path = Cpt(EpicsSignalWithRBV, "FilePath", string=True, kind="config")
file_name = Cpt(EpicsSignalWithRBV, "FileName", string=True, kind="config")
file_template = Cpt(EpicsSignalWithRBV, "FileTemplate", string=True, kind="config")
@ -70,29 +82,40 @@ class FalconHDF5Plugins(Device): # HDF5Plugin_V21, FilePlugin_V22):
class FalconCsaxs(Device):
"""FalxonX1 with HDF5 writer"""
"""Falcon Sitoro detector for CSAXS
Parent class: Device
Device classes: EpicsDXPFalcon dxp1:, EpicsMCARecord mca1, FalconHDF5Plugins HDF1:
Attributes:
name str: 'falcon'
prefix (str): PV prefix ("X12SA-SITORO:)
"""
# Specify which functions are revealed to the user in BEC client
USER_ACCESS = [
"describe",
]
dxp = Cpt(EpicsDXPFalcon, "dxp1:")
mca = Cpt(EpicsMCARecord, "mca1")
hdf5 = Cpt(FalconHDF5Plugins, "HDF1:")
# Control
# specify Epics PVs for Falcon
# TODO consider moving this outside of this class!
stop_all = Cpt(EpicsSignal, "StopAll")
erase_all = Cpt(EpicsSignal, "EraseAll")
start_all = Cpt(EpicsSignal, "StartAll")
state = Cpt(EpicsSignal, "Acquiring")
# Preset options
preset_mode = Cpt(EpicsSignal, "PresetMode") # 0 No preset 1 Real time 2 Events 3 Triggers
preset_real = Cpt(EpicsSignal, "PresetReal")
preset_events = Cpt(EpicsSignal, "PresetEvents")
preset_triggers = Cpt(EpicsSignal, "PresetTriggers")
# read-only diagnostics
triggers = Cpt(EpicsSignalRO, "MaxTriggers", lazy=True)
events = Cpt(EpicsSignalRO, "MaxEvents", lazy=True)
input_count_rate = Cpt(EpicsSignalRO, "MaxInputCountRate", lazy=True)
output_count_rate = Cpt(EpicsSignalRO, "MaxOutputCountRate", lazy=True)
# Mapping control
collect_mode = Cpt(EpicsSignal, "CollectMode") # 0 MCA spectra, 1 MCA mapping
pixel_advance_mode = Cpt(EpicsSignal, "PixelAdvanceMode")
ignore_gate = Cpt(EpicsSignal, "IgnoreGate")
@ -102,8 +125,6 @@ class FalconCsaxs(Device):
pixels_per_run = Cpt(EpicsSignal, "PixelsPerRun")
nd_array_mode = Cpt(EpicsSignal, "NDArrayMode")
# HDF5
def __init__(
self,
prefix="",
@ -117,6 +138,18 @@ class FalconCsaxs(Device):
sim_mode=False,
**kwargs,
):
"""Initialize Falcon detector
Args:
#TODO add here the parameters for kind, read_attrs, configuration_attrs, parent
prefix (str): PV prefix ("X12SA-SITORO:)
name (str): 'falcon'
kind (str):
read_attrs (list):
configuration_attrs (list):
parent (object):
device_manager (object): BEC device manager
sim_mode (bool): simulation mode to start the detector without BEC, e.g. from ipython shell
"""
super().__init__(
prefix=prefix,
name=name,
@ -130,7 +163,8 @@ class FalconCsaxs(Device):
raise FalconError("Add DeviceManager to initialization or init with sim_mode=True")
self._stopped = False
self.name = name
self.wait_for_connection() # Make sure to be connected before talking to PVs
self.wait_for_connection()
# Spin up connections for simulation or BEC mode
if not sim_mode:
from bec_lib.core.bec_service import SERVICE_CONFIG
@ -138,37 +172,60 @@ class FalconCsaxs(Device):
self._producer = self.device_manager.producer
self.service_cfg = SERVICE_CONFIG.config["service_config"]["file_writer"]
else:
base_path = f"/sls/X12SA/data/{self.scaninfo.username}/Data10/"
self._producer = bec_utils.MockProducer()
self.device_manager = bec_utils.MockDeviceManager()
self.scaninfo = BecScaninfoMixin(device_manager, sim_mode)
self.scaninfo.load_scan_metadata()
self.service_cfg = {"base_path": f"/sls/X12SA/data/{self.scaninfo.username}/Data10/"}
self.service_cfg = {"base_path": base_path}
self.scaninfo = BecScaninfoMixin(device_manager, sim_mode)
self.scaninfo.load_scan_metadata()
self.filewriter = FileWriterMixin(self.service_cfg)
self._init()
self.readout = 0.003 # 3 ms
def _init(self) -> None:
"""Initialize detector, filewriter and set default parameters"""
self._default_parameter()
self._init_detector()
self._init_filewriter()
def _default_parameter(self) -> None:
"""Set default parameters for Falcon
readout (float): readout time in seconds
_value_pixel_per_buffer (int): number of spectra in buffer of Falcon Sitoro"""
self.readout = 1e-3
self._value_pixel_per_buffer = 20 # 16
self._clean_up()
self._init_hdf5_saving()
self._init_mapping_mode()
self._stop_det()
self._stop_file_writer()
def _clean_up(self) -> None:
"""Clean up"""
self.hdf5.capture.put(0)
def _stop_det(self) -> None:
""" "Stop detector"""
self.stop_all.put(1)
self.erase_all.put(1)
def _init_hdf5_saving(self) -> None:
"""Set up hdf5 save parameters"""
def _stop_file_writer(self) -> None:
""" "Stop the file writer"""
self.hdf5.capture.put(0)
def _init_filewriter(self) -> None:
"""Initialize file writer for Falcon.
This includes setting variables for the HDF5 plugin (EPICS) that is used to write the data.
"""
self.hdf5.enable.put(1) # EnableCallbacks
self.hdf5.xml_file_name.put("layout.xml") # Points to hardcopy of HDF5 Layout xml file
self.hdf5.lazy_open.put(1) # Yes -> To be checked how to add FilePlugin_V21+
self.hdf5.lazy_open.put(
1
) # Potentially not needed, means a temp data file is created first, could be 0
self.hdf5.temp_suffix.put("") # -> To be checked how to add FilePlugin_V22+
self.hdf5.queue_size.put(2000)
self.hdf5.queue_size.put(2000) # size of queue for spectra in the buffer
def _init_mapping_mode(self) -> None:
"""Set up mapping mode params"""
def _init_detector(self) -> None:
"""Initialize Falcon detector.
The detector is operated in MCA mapping mode.
Parameters here affect the triggering, gating etc.
This includes also the readout chunk size and whether data is segmented into spectra in EPICS.
"""
self.collect_mode.put(1) # 1 MCA Mapping, 0 MCA Spectrum
self.preset_mode.put(1) # 1 Realtime
self.input_logic_polarity.put(0) # 0 Normal, 1 Inverted
@ -176,24 +233,47 @@ class FalconCsaxs(Device):
self.ignore_gate.put(0) # 1 Yes, 0 No
self.auto_pixels_per_buffer.put(0) # 0 Manual 1 Auto
self.pixels_per_buffer.put(self._value_pixel_per_buffer) #
self.nd_array_mode.put(1)
self.nd_array_mode.put(1) # Segmentation happens in EPICS
def stage(self) -> List[object]:
"""Stage command, called from BEC in preparation of a scan.
This will iniate the preparation of detector and file writer.
The following functuions are called (at least):
- _prep_file_writer
- _prep_det
- _publish_file_location
The device returns a List[object] from the Ophyd Device class.
#TODO make sure this is fullfiled
Staging not idempotent and should raise
:obj:`RedundantStaging` if staged twice without an
intermediate :meth:`~BlueskyInterface.unstage`.
"""
self._stopped = False
self.scaninfo.load_scan_metadata()
self.mokev = self.device_manager.devices.mokev.obj.read()[
self.device_manager.devices.mokev.name
]["value"]
self._prep_file_writer()
self._prep_det()
state = False
self._publish_file_location(done=state, successful=state)
self._arm_acquisition()
return super().stage()
def _prep_det(self) -> None:
"""Prepare detector for acquisition"""
self.collect_mode.put(1)
self.preset_real.put(self.scaninfo.exp_time)
self.pixels_per_run.put(int(self.scaninfo.num_points * self.scaninfo.frames_per_trigger))
# self.auto_pixels_per_buffer.put(0)
# self.pixels_per_buffer.put(self._value_pixel_per_buffer)
def _prep_file_writer(self) -> None:
"""Prep HDF5 weriting"""
# TODO creta filename and destination path from filepath
self.destination_path = self.filewriter.compile_full_filename(
"""Prepare filewriting from HDF5 plugin"""
self.filepath = self.filewriter.compile_full_filename(
self.scaninfo.scan_number, f"{self.name}.h5", 1000, 5, True
)
# self.hdf5.file_path.set(self.destination_path)
file_path, file_name = os.path.split(self.destination_path)
file_path, file_name = os.path.split(self.filepath)
self.hdf5.file_path.put(file_path)
self.hdf5.file_name.put(file_name)
self.hdf5.file_template.put(f"%s%s")
@ -202,29 +282,23 @@ class FalconCsaxs(Device):
self.hdf5.array_counter.put(0)
self.hdf5.capture.put(1)
def stage(self) -> List[object]:
"""stage the detector and file writer"""
# TODO clean up needed?
self._stopped = False
self.scaninfo.load_scan_metadata()
self.mokev = self.device_manager.devices.mokev.obj.read()[
self.device_manager.devices.mokev.name
]["value"]
logger.info("Waiting for pilatus2 to be armed")
self._prep_det()
logger.info("Pilatus2 armed")
logger.info("Waiting for pilatus2 zmq stream to be ready")
self._prep_file_writer()
logger.info("Pilatus2 zmq ready")
msg = BECMessage.FileMessage(file_path=self.destination_path, done=False)
def _publish_file_location(self, done=False, successful=False) -> None:
"""Publish the filepath to REDIS
First msg for file writer and the second one for other listeners (e.g. radial integ)
"""
pipe = self._producer.pipeline()
msg = BECMessage.FileMessage(file_path=self.filepath, done=done, successful=successful)
self._producer.set_and_publish(
MessageEndpoints.public_file(self.scaninfo.scanID, self.name),
msg.dumps(),
MessageEndpoints.public_file(self.scaninfo.scanID, self.name), msg.dumps(), pipe=pipe
)
self.arm_acquisition()
logger.info("Waiting for Falcon to be armed")
self._producer.set_and_publish(
MessageEndpoints.file_event(self.name), msg.dumps(), pip=pipe
)
pipe.execute()
def _arm_acquisition(self) -> None:
"""Arm Falcon detector for acquisition"""
self.start_all.put(1)
while True:
det_ctrl = self.state.read()[self.state.name]["value"]
if det_ctrl == int(DetectorState.ACQUIRING):
@ -232,14 +306,28 @@ class FalconCsaxs(Device):
if self._stopped == True:
break
time.sleep(0.005)
logger.info("Falcon is armed")
return super().stage()
def arm_acquisition(self) -> None:
self.start_all.put(1)
# TODO function for abstract class?
def trigger(self) -> DeviceStatus:
"""Trigger the detector, called from BEC."""
self._on_trigger()
return super().trigger()
# TODO function for abstract class?
def _on_trigger(self):
"""Specify action that should be taken upon trigger signal."""
pass
def unstage(self) -> List[object]:
logger.info("Waiting for Falcon to return from acquisition")
"""Unstage the device.
This method must be idempotent, multiple calls (without a new
call to 'stage') have no effect.
Functions called:
- _finished
- _publish_file_location
"""
old_scanID = self.scaninfo.scanID
self.scaninfo.load_scan_metadata()
logger.info(f"Old scanID: {old_scanID}, ")
@ -247,20 +335,25 @@ class FalconCsaxs(Device):
self._stopped = True
if self._stopped:
return super().unstage()
self._falcon_finished()
self._clean_up()
self._finished()
state = True
msg = BECMessage.FileMessage(file_path=self.destination_path, done=True, successful=state)
self._producer.set_and_publish(
MessageEndpoints.public_file(self.scaninfo.metadata["scanID"], self.name),
msg.dumps(),
)
self._publish_file_location(done=state, successful=state)
self._stopped = False
logger.info("Falcon done")
return super().unstage()
def _falcon_finished(self):
"""Function with 10s timeout"""
def _finished(self):
"""Check if acquisition is finished.
This function is called from unstage and stop
and will check detector and file backend status.
Timeouts after given time
Functions called:
- _stop_det
- _stop_file_writer
"""
sleep_time = 0.1
timeout = 5
timer = 0
while True:
det_ctrl = self.state.read()[self.state.name]["value"]
@ -268,25 +361,25 @@ class FalconCsaxs(Device):
received_frames = self.dxp.current_pixel.get()
written_frames = self.hdf5.array_counter.get()
total_frames = int(self.scaninfo.num_points * self.scaninfo.frames_per_trigger)
# TODO if no writing was performed before
# TODO Could check state of detector (det_ctrl) and file writer (writer_ctrl)
if total_frames == received_frames and total_frames == written_frames:
break
if self._stopped == True:
break
time.sleep(0.1)
timer += 0.1
if timer > 5:
time.sleep(sleep_time)
timer += sleep_time
if timer > timeout:
logger.info(
f"Falcon missed a trigger: received trigger {received_frames}, send data {written_frames} from total_frames {total_frames}"
)
break
# raise FalconTimeoutError
# f"Reached timeout with detector state {det_ctrl}, falcon state {writer_ctrl}, received trigger {received_frames} and files written {written_frames}"
# )
self._stop_det()
self._stop_file_writer()
def stop(self, *, success=False) -> None:
"""Stop the scan, with camera and file writer"""
self._clean_up()
self._stop_det()
self._stop_file_writer()
super().stop(success=success)
self._stopped = True

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@ -470,6 +470,31 @@ class PilatuscSAXS(DetectorBase):
"""Specify action that should be taken upon trigger signal."""
pass
def _publish_file_location(self, done=False, successful=False) -> None:
"""Publish the filepath to REDIS
First msg for file writer and the second one for other listeners (e.g. radial integ)
"""
pipe = self._producer.pipeline()
msg = BECMessage.FileMessage(file_path=self.filepath, done=done, successful=successful)
self._producer.set_and_publish(
MessageEndpoints.public_file(self.scaninfo.scanID, self.name), msg.dumps(), pipe=pipe
)
self._producer.set_and_publish(
MessageEndpoints.file_event(self.name), msg.dumps(), pip=pipe
)
pipe.execute()
# TODO function for abstract class?
def trigger(self) -> DeviceStatus:
"""Trigger the detector, called from BEC."""
self._on_trigger()
return super().trigger()
# TODO function for abstract class?
def _on_trigger(self):
"""Specify action that should be taken upon trigger signal."""
pass
def unstage(self) -> List[object]:
"""Unstage the device.
@ -542,6 +567,10 @@ class PilatuscSAXS(DetectorBase):
"""Stop the detector"""
self.cam.acquire.put(0)
def _stop_det(self) -> None:
"""Stop the detector"""
self.cam.acquire.put(0)
def stop(self, *, success=False) -> None:
"""Stop the scan, with camera and file writer"""
self._stop_det()

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@ -2,6 +2,7 @@ import threading
import time
import numpy as np
from bec_lib.core import BECMessage, MessageEndpoints
from ophyd import Component as Cpt
from ophyd import Device, Kind, Signal
from ophyd.flyers import FlyerInterface
@ -230,6 +231,186 @@ class SynXtremeOtf(FlyerInterface, Device):
self._run_subs(sub_type=self.SUB_FLYER, value=data)
class SynXtremeOtfReplay(FlyerInterface, Device):
"""
PGM on-the-fly scan
"""
SUB_VALUE = "value"
SUB_FLYER = "flyer"
_default_sub = SUB_VALUE
e1 = Cpt(SynSetpoint, kind=Kind.config)
e2 = Cpt(SynSetpoint, kind=Kind.config)
time = Cpt(SynSetpoint, kind=Kind.config)
folder = Cpt(SynSetpoint, dtype=str, value="", kind=Kind.config)
file = Cpt(SynSetpoint, dtype=str, value="", kind=Kind.config)
acquire = Cpt(SynSetpoint, auto_monitor=True)
edata = Cpt(SynData, kind=Kind.hinted, auto_monitor=True)
data = Cpt(SynData, kind=Kind.hinted, auto_monitor=True)
idata = Cpt(SynData, kind=Kind.hinted, auto_monitor=True)
fdata = Cpt(SynData, kind=Kind.hinted, auto_monitor=True)
count = Cpt(SynData, kind=Kind.omitted, auto_monitor=True)
def __init__(self, *args, device_manager=None, **kwargs):
super().__init__(*args, **kwargs)
self._start_time = 0
self.acquire.subscribe(self._update_status, run=False)
self.count.subscribe(self._update_data, run=False)
self._data_event = threading.Event()
self.precision = 3
self._measurement_data = {}
self._device_manager = device_manager
def kickoff(self):
self._read_file()
self._start_time = time.time()
self.acquire.put(1)
status = DeviceStatus(self)
status.set_finished()
return status
def _read_file(self):
data = {} # Create an empty dictionary to store the data
# Read the input file
with open(self.file.get(), "r") as file:
lines = file.readlines()
# Extract column titles and data types
titles = lines[0].strip().split("\t")
data_types = lines[1].strip().split("\t")
# Initialize the dictionary with empty lists for each title
for title in titles:
data[title] = []
# Process the data lines and populate the dictionary
for line in lines[2:]:
values = line.strip().split("\t")
for title, value, data_type in zip(titles, values, data_types):
if data_type == "java.lang.Double":
data[title].append(float(value))
else:
data[title].append(value)
self._measurement_data = data
def complete(self):
def check_value(*, old_value, value, **kwargs):
return old_value == 1 and value == 0
if self.acquire.get() == 0:
status = DeviceStatus(self)
status.set_finished()
return status
status = SubscriptionStatus(self.acquire, check_value, event_type=self.acquire.SUB_VALUE)
return status
def collect(self):
self._update_measurement_data()
data = {"time": self._start_time, "data": {}, "timestamps": {}}
for attr in ("edata", "data", "idata", "fdata"):
obj = getattr(self, attr)
if attr == "edata":
data["data"][obj.name] = np.asarray(
[float(x) for x in self._measurement_data["#Ecrbk"][7 : 7 + self.count.get()]]
)
else:
data["data"][obj.name] = obj.get()
data["timestamps"][obj.name] = obj.timestamp
return data
def _update_measurement_data(self):
timestamp = time.time()
signals = {
"signals_s1": {
"value": self._measurement_data["CADC1"][self.count.get()],
"timestamp": timestamp,
},
"signals_s2": {
"value": self._measurement_data["CADC2"][self.count.get()],
"timestamp": timestamp,
},
"signals_s3": {
"value": self._measurement_data["CADC3"][self.count.get()],
"timestamp": timestamp,
},
"signals_s4": {
"value": self._measurement_data["CADC4"][self.count.get()],
"timestamp": timestamp,
},
"signals_s5": {
"value": self._measurement_data["CADC5"][self.count.get()],
"timestamp": timestamp,
},
"signals_norm_tey": {
"value": self._measurement_data["CADC1"][self.count.get()]
/ self._measurement_data["CADC2"][self.count.get()],
"timestamp": timestamp,
},
"signals_norm_diode": {
"value": self._measurement_data["CADC1"][self.count.get()]
/ self._measurement_data["CADC3"][self.count.get()],
"timestamp": timestamp,
},
}
msg = BECMessage.DeviceMessage(
signals=signals, metadata=self._device_manager.devices.otf.metadata
).dumps()
self._device_manager.producer.set_and_publish(
MessageEndpoints.device_readback("signals"), msg
)
def describe_collect(self):
desc = {}
for attr in ("edata", "data", "idata", "fdata"):
desc.update(getattr(self, attr).describe())
return desc
def _update_status(self, *, old_value, value, **kwargs):
if old_value == 1 and value == 0:
self._done_acquiring()
return
if old_value == 0 and value == 1:
threading.Thread(target=self._start_acquiring, daemon=True).start()
def _reset_data(self):
for entry in ("edata", "data", "idata", "fdata"):
getattr(self, entry)._reset_data()
self.count._readback = 0
self._data_event.clear()
def _populate_data(self):
self._reset_data()
while not self._data_event.is_set():
for entry in ("edata", "data", "idata", "fdata"):
getattr(self, entry).append(np.random.rand())
self.count._readback = len(self.edata.get())
self.count._run_subs(
sub_type="value",
old_value=self.count._readback - 1,
value=self.count._readback,
timestamp=time.time(),
)
time.sleep(0.1)
self._data_event.clear()
def _start_acquiring(self):
threading.Thread(target=self._populate_data, daemon=True).start()
timeout_event = threading.Event()
flag = timeout_event.wait(self.time.get())
if not flag:
self._data_event.set()
self.acquire.put(0)
def _update_data(self, value, **kwargs):
if value == 0:
return
data = self.collect()
self._run_subs(sub_type=self.SUB_FLYER, value=data)
if __name__ == "__main__":
obj = SynXtremeOtf(name="otf")
status = obj.time.set(4)

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@ -1,6 +1,6 @@
from setuptools import setup
__version__ = "0.8.1"
__version__ = "0.9.1"
if __name__ == "__main__":
setup(