DAQ-find_xtal.py error messages
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@@ -5,7 +5,9 @@ from scipy import ndimage
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from aaredaqlib.models import CrystalSize
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from aaredaqlib.raster_grid import RasterGridRequest
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from aaredaqlib.logger_config import setup_logger
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logger = setup_logger('aareDAQ')
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def identify_crystal_raster(result, r: RasterGridRequest):
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images = result.images
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@@ -23,25 +25,25 @@ def identify_crystal_raster(result, r: RasterGridRequest):
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and (img.spots_ice / img.spots_low_res) != 1]
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if indexed_images:
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print(f"Find image by maximum number of spots indexed")
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logger.debug(f"Find image by maximum number of spots indexed")
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max_image = max(images, key=lambda img: img.spots_indexed)
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max_spots = max_image.spots_indexed
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max_images = [img for img in images if img.spots_indexed == max_spots]
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max_image = max_images[len(max_images) // 2]
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print(f"Image with maximum spots_low_res: {max_image}")
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print(f"Maximum spots_indexed value: {max_image.spots_indexed}")
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print(f"Maximum spots_low_res value: {max_image.spots_low_res}")
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logger.debug(f"Image with maximum spots_low_res: {max_image}")
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logger.debug(f"Maximum spots_indexed value: {max_image.spots_indexed}")
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logger.debug(f"Maximum spots_low_res value: {max_image.spots_low_res}")
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else:
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print(f"Find image by maximum number of low resolution spots")
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logger.debug(f"Find image by maximum number of low resolution spots")
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max_image = max(images, key=lambda img: img.spots_low_res)
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print(f"Image with maximum spots_low_res: {max_image}")
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print(f"Maximum spots_low_res value: {max_image.spots_low_res}")
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logger.debug(f"Image with maximum spots_low_res: {max_image}")
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logger.debug(f"Maximum spots_low_res value: {max_image.spots_low_res}")
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grid_mm_x = max_image.nx * r.grid_size_mm.x
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grid_mm_y = max_image.ny * r.grid_size_mm.y
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print(f"Grid coordinates in mm: ({grid_mm_x}, {grid_mm_y})")
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logger.debug(f"Grid coordinates in mm: ({grid_mm_x}, {grid_mm_y})")
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return grid_mm_x, grid_mm_y
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else:
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@@ -76,6 +78,7 @@ def rebuild_array_from_scan_results(scan_results: List,
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values.append(float(value))
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if not positions:
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logger.error("No valid positions found in scan results")
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raise ValueError("No valid positions found in scan results")
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# Determine array shape
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@@ -195,26 +198,28 @@ def get_xtal_size(crystal_size, result_array, r:RasterGridRequest):
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index=range(1, num_objects + 1))
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largest_idx = int(np.argmax(areas)) + 1 # +1 because labels start at 1
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largest_area = int(areas[largest_idx - 1])
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print(f"Largest object label: {largest_idx}, area (px): {largest_area}")
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logger.info(f"Largest object label: {largest_idx}, area (px): {largest_area}")
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object_mask = labeled_array == largest_idx
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rows = np.any(object_mask, axis=1)
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cols = np.any(object_mask, axis=0)
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row_min, row_max = np.where(rows)[0][[0, -1]]
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col_min, col_max = np.where(cols)[0][[0, -1]]
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print(f"Largest bbox: width={col_max - col_min}, height={row_max - row_min}")
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print(
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logger.info(f"Largest bbox: width={col_max - col_min}, height={row_max - row_min}")
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logger.info(
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f"Largest bbox: width={(col_max - col_min) * r.grid_size_mm.x}, y={(row_max - row_min) * r.grid_size_mm.y}")
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if r.n_x == 1:
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logger.debug("calculating z")
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crystal_size = CrystalSize(x=crystal_size.x, y=crystal_size.y,
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z=(col_max - col_min) * r.grid_size_mm.y * 1000)
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else:
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logger.debug("calculating x and y")
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crystal_size = CrystalSize(x=(row_max - row_min) * r.grid_size_mm.x * 1000,
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y=(col_max - col_min) * r.grid_size_mm.y * 1000,
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z=crystal_size.z)
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except ValueError as e:
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print(f"error calculating xtal size: {e}")
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logger.error(f"error calculating xtal size: {e}")
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crystal_size = CrystalSize(x=0,y=0,z=0)
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return crystal_size
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@@ -228,7 +233,7 @@ def get_best_b_factor(result_list: List):
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default=None)
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if best_b_factor is None:
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return None
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print(f"Best b: {best_b_factor.b}")
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logger.info(f"Best b: {best_b_factor.b}")
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return best_b_factor.b
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def get_best_res(result_list: List):
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@@ -237,7 +242,7 @@ def get_best_res(result_list: List):
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best_res = min((img for img in result_list if img.res is not None),
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key=lambda img: img.res,
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default=None)
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print(f"Best res: {best_res.res}")
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logger.info(f"Best res: {best_res.res}")
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return best_res.res
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def com_nan_check(com):
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@@ -252,7 +257,7 @@ def get_result_list_from_com(images, com):
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cy, cx = com[::-1]
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start_x, end_x = round(cx - 1), round(cx + 1)
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start_y, end_y = round(cy - 1), round(cy + 1)
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print(f"range x {start_x} {end_x}, y {start_y} {end_y}")
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logger.info(f"range x {start_x} {end_x}, y {start_y} {end_y}")
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result_list = [img for img in images
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if start_x <= img.nx <= end_x and start_y <= img.ny <= end_y]
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return result_list
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@@ -260,7 +265,7 @@ def get_result_list_from_com(images, com):
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def get_com_image_number(com, images):
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for image in images:
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if image.nx == round(com[0]) and image.ny == round(com[1]):
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print(f"com found for image: {image.number}")
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logger.info(f"com found for image: {image.number}")
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return
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def get_grid_mm_from_com(com, r:RasterGridRequest):
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@@ -276,9 +281,9 @@ def get_grid_mm_from_com(com, r:RasterGridRequest):
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def raster_centre_of_mass(result_array, r:RasterGridRequest):
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print('horizontal scan')
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logger.debug('horizontal scan')
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com = ndimage.center_of_mass(result_array)
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print(f"Center of mass: {com}")
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logger.info(f"Center of mass: {com}")
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grid_mm_x, grid_mm_y = get_grid_mm_from_com(com, r)
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return grid_mm_x, grid_mm_y, com
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