Test stack params at start of scan main loop
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parent
4345f8c336
commit
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2 changed files with 54 additions and 24 deletions
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@ -10,7 +10,7 @@ See repository root for licensing information.
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from contextlib import contextmanager
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import logging
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import time
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from typing import Annotated, Mapping, Optional, Sequence, Literal
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from typing import Annotated, Mapping, Optional, Sequence, Literal, Type
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import os
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from dataclasses import dataclass
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@ -44,6 +44,7 @@ class StackParams:
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autofocus_dz: int,
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images_dir: str,
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save_resolution: tuple[int, int],
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logger: lt.deps.InvocationLogger,
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) -> None:
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"""Initialise the parameters. All arguments are keyword only.
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@ -58,7 +59,18 @@ class StackParams:
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:param autofocus_dz: The number of steps in a full autofocus (when required)
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:param images_dir: The directory to save images to disk
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:param save_resolution: The resolution to save the captures to disk with
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:param logger: A logger passed from the calling Thing
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"""
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if min_images_to_test < 3:
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logger.warning(
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"Can't test for focus with fewer than 3 images. Running scan with test images = 3"
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)
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min_images_to_test = 3
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elif min_images_to_test > 9:
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logger.warning(
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"Testing with more than 9 images is likely to focus on the cover slip, or strike the sample. Running scan with test images = 9"
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)
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min_images_to_test = 9
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if min_images_to_test < images_to_save:
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raise ValueError("Can't save more images than the minimum number tested")
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if min_images_to_test % 2 == 0 or min_images_to_test <= 0:
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@ -467,7 +479,7 @@ class AutofocusThing(lt.Thing):
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enough more images may be captured. After new images are captured the number sets
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the number of images used for checking if focus is central.
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Defaults to 9 which balances reliability and speed/
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Defaults to 9 which balances reliability and speed.
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"""
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stack_dz = lt.ThingSetting(initial_value=50, model=int)
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@ -480,15 +492,40 @@ class AutofocusThing(lt.Thing):
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* 200 for 20x
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"""
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@lt.thing_action
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def set_stack_params(
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self,
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images_dir: str,
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autofocus_dz: int,
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save_resolution: tuple[int, int],
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logger: lt.deps.InvocationLogger,
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) -> Type[StackParams]:
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"""Set up the parameters used for all stacks in a scan.
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:param images_dir: the folder to save all images
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:param autofocus_dz: the range to autofocus over if a stack fails
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:param save_resolution: The resolution to save the captures to disk with
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:param logger: A logger passed from the calling Thing
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:returns: A StackParams object with the required parameters.
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"""
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return StackParams(
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stack_dz=self.stack_dz,
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images_to_save=self.stack_images_to_save,
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min_images_to_test=self.stack_min_images_to_test,
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autofocus_dz=autofocus_dz,
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images_dir=images_dir,
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save_resolution=save_resolution,
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logger=logger,
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)
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@lt.thing_action
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def run_smart_stack(
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self,
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cam: CameraClient,
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stage: Stage,
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sharpness_monitor: SharpnessMonitorDep,
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images_dir: str,
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autofocus_dz: int,
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save_resolution: tuple[int, int],
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stack_parameters: Type[StackParams],
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) -> tuple[bool, int]:
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"""Run a smart stack.
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@ -503,27 +540,14 @@ class AutofocusThing(lt.Thing):
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:param stage: Stage Dependency supplied by LabThings dependency injection
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:param sharpness_monitor: Sharpness Monitor Dependency (for focus detection)
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supplied by LabThings dependency injection
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:param images_dir: the folder to save all images
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:param autofocus_dz: the range to autofocus over if a stack fails
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:param save_resolution: The resolution the images should be saved at, the
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images will be resampled if this doesn't match the camera's capture
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resolution
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:param stack_parameters: A StackParams object containing the required
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parameters to run a stack.
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:returns: A tuple containing:
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* A boolean, True if stack was successfully
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* The z position of the sharpest image
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"""
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# Set the variables to prevent changes from the GUI or other windows
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stack_parameters = StackParams(
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stack_dz=self.stack_dz,
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images_to_save=self.stack_images_to_save,
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min_images_to_test=self.stack_min_images_to_test,
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autofocus_dz=autofocus_dz,
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images_dir=images_dir,
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save_resolution=save_resolution,
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)
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tries = 0
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# Loop until a stack is successful
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while tries < stack_parameters.max_attempts:
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@ -26,7 +26,7 @@ from openflexure_microscope_server import scan_planners
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from openflexure_microscope_server import stitching
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# Things
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from .autofocus import AutofocusThing
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from .autofocus import AutofocusThing, StackParams
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from .camera_stage_mapping import CameraStageMapper
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from .camera import CameraDependency as CameraClient
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from .stage import StageDependency as StageDep
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@ -121,6 +121,7 @@ class SmartScanThing(lt.Thing):
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self._stage: Optional[StageDep] = None
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self._cam: Optional[CameraClient] = None
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self._csm: Optional[CSMDep] = None
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self._stack_params: Optional[StackParams] = None
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self._ongoing_scan: Optional[scan_directories.ScanDirectory] = None
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self._scan_data: Optional[scan_directories.ScanData] = None
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@ -189,6 +190,7 @@ class SmartScanThing(lt.Thing):
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self._scan_lock.release()
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# Ensure any PreviewStitcher created cannot be reused.
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self._preview_stitcher = None
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self._stack_params = None
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# Remove any scan folders containing zero images.
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self.purge_empty_scans(logger=logger)
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@ -363,6 +365,12 @@ class SmartScanThing(lt.Thing):
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self._cam.start_streaming(main_resolution=(3280, 2464))
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self._scan_data = self._collect_scan_data()
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self._ongoing_scan.save_scan_data(self._scan_data)
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self._stack_params = self._autofocus.set_stack_params(
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images_dir=self._ongoing_scan.images_dir,
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autofocus_dz=self.autofocus_dz,
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save_resolution=self._scan_data.save_resolution,
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logger=self._scan_logger,
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)
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self._preview_stitcher = stitching.PreviewStitcher(
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self._ongoing_scan.images_dir,
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overlap=self._scan_data.overlap,
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@ -451,9 +459,7 @@ class SmartScanThing(lt.Thing):
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continue
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focused, focused_height = self._autofocus.run_smart_stack(
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images_dir=self._ongoing_scan.images_dir,
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autofocus_dz=self._scan_data.autofocus_dz,
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save_resolution=self._scan_data.save_resolution,
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stack_parameters=self._stack_params
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)
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current_pos_xyz = (new_pos_xyz[0], new_pos_xyz[1], focused_height)
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