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@ -5,18 +5,24 @@ Creating nice spot images from scans |
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__version__ = "0.0.1" |
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__version__ = "0.0.1" |
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from pathlib import Path |
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import sys |
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import sys |
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from pathlib import Path |
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from datetime import datetime |
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import click |
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from sensospot_data import parse_file |
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from sensospot_data import parse_file |
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from sensospot_data.parameters import _search_measurement_params_file |
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from sensospot_data.parameters import _search_measurement_params_file |
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from .images import recalculate, get_position, annotate_image, load_array_image, crop |
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from .images import ( |
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crop, |
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recalculate, |
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get_position, |
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annotate_image, |
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load_array_image, |
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) |
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from .parameters import get_spot_parameters, get_array_parameters |
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from .parameters import get_spot_parameters, get_array_parameters |
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def calulate_pixel_size(data_frame, array_definition): |
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def calulate_pixel_size(data_frame, array_definition): |
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first = get_position(data_frame.iloc[0], actual=False) |
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first = get_position(data_frame.iloc[0], actual=False) |
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last = get_position(data_frame.iloc[-1], actual=False) |
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last = get_position(data_frame.iloc[-1], actual=False) |
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@ -47,7 +53,7 @@ def get_example_data_path(input_dir): |
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tif_files = input_path.glob("*.tif") |
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tif_files = input_path.glob("*.tif") |
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example_tif = next(tif_files) |
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example_tif = next(tif_files) |
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return example_tif.with_suffix(".csv") |
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return example_tif.with_suffix(".csv") |
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def get_filename_prefix(input_dir): |
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def get_filename_prefix(input_dir): |
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file_path = get_example_data_path(input_dir) |
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file_path = get_example_data_path(input_dir) |
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@ -60,17 +66,18 @@ def retrieve_spot_parameters(input_dir, scale): |
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parameters_path = _search_measurement_params_file(input_dir) |
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parameters_path = _search_measurement_params_file(input_dir) |
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if parameters_path is None: |
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if parameters_path is None: |
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sys.exit(f"Could not find parameter files in {input_dir}") |
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sys.exit(f"Could not find parameter files in {input_dir}") |
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array_parameters = get_array_parameters(parameters_path) |
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array_parameters = get_array_parameters(parameters_path) |
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spot_parameters = get_spot_parameters(parameters_path, array_parameters) |
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spot_parameters = get_spot_parameters(parameters_path, array_parameters) |
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example_data_path = get_example_data_path(input_dir) |
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example_data_path = get_example_data_path(input_dir) |
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example_data = parse_file(example_data_path) |
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example_data = parse_file(example_data_path) |
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pixel_size = calulate_pixel_size(example_data, array_parameters) |
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pixel_size = calulate_pixel_size(example_data, array_parameters) |
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return recalculate(spot_parameters, scale / pixel_size) |
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return recalculate(spot_parameters, scale / pixel_size) |
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def search_image_files(input_dir, wells, exposures): |
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def search_image_files(input_dir, wells, exposures): |
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input_path = Path(input_dir) |
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input_path = Path(input_dir) |
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prefix = get_filename_prefix(input_path) |
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prefix = get_filename_prefix(input_path) |
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@ -78,6 +85,7 @@ def search_image_files(input_dir, wells, exposures): |
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pattern = tmp_pattern.replace("***", "*").replace("**", "*") |
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pattern = tmp_pattern.replace("***", "*").replace("**", "*") |
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return input_path.glob(pattern) |
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return input_path.glob(pattern) |
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def create_file_map(input_dir, wells, exposures): |
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def create_file_map(input_dir, wells, exposures): |
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file_map = {} |
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file_map = {} |
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for tif_path in search_image_files(input_dir, wells, exposures): |
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for tif_path in search_image_files(input_dir, wells, exposures): |
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@ -89,19 +97,31 @@ def create_file_map(input_dir, wells, exposures): |
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file_map[csv_path].append(tif_path) |
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file_map[csv_path].append(tif_path) |
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return file_map |
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return file_map |
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def process_image(image_file, spot_parameters, spot_data, scale): |
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def process_image(image_file, spot_parameters, spot_data, scale): |
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img = load_array_image(image_file, scale=scale) |
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img = load_array_image(image_file, scale=scale) |
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annotate_image(img, spot_parameters, spot_data, scale) |
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annotate_image(img, spot_parameters, spot_data, scale) |
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return img |
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return img |
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def create_crops(output_path, img, image_path, spot_parameters, array_data, scale): |
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def create_crops( |
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output_path, img, image_path, spot_parameters, array_data, scale |
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): |
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base_name = image_path.stem |
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base_name = image_path.stem |
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for index, spot_data in array_data.iterrows(): |
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for index, spot_data in array_data.iterrows(): |
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cropped_img = crop(img, spot_parameters, spot_data, scale) |
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cropped_img = crop(img, spot_parameters, spot_data, scale) |
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new_path = output_path / f"{base_name}_{index + 1:03}.tif" |
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new_path = output_path / f"{base_name}_{index + 1:03}.tif" |
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cropped_img.save(new_path) |
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cropped_img.save(new_path) |
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def process(input_dir, output_dir, scale=3, wells="*", exposures="*", add_single_spots=False): |
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def process( |
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input_dir, |
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output_dir, |
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wells="*", |
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exposures="*", |
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scale=3, |
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add_single_spots=False, |
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): |
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spot_parameters = retrieve_spot_parameters(input_dir, scale) |
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spot_parameters = retrieve_spot_parameters(input_dir, scale) |
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file_map = create_file_map(input_dir, wells, exposures) |
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file_map = create_file_map(input_dir, wells, exposures) |
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output_path = Path(output_dir) |
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output_path = Path(output_dir) |
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@ -114,5 +134,65 @@ def process(input_dir, output_dir, scale=3, wells="*", exposures="*", add_single |
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img = process_image(image_path, spot_parameters, array_data, scale) |
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img = process_image(image_path, spot_parameters, array_data, scale) |
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img.save(output_path / image_path.name) |
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img.save(output_path / image_path.name) |
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if add_single_spots: |
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if add_single_spots: |
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create_crops(output_path, img, image_path, spot_parameters, array_data, scale) |
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create_crops( |
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output_path, |
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img, |
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image_path, |
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spot_parameters, |
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array_data, |
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scale, |
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) |
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@click.command() |
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@click.argument( |
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"source", |
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type=click.Path( |
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exists=True, |
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file_okay=False, |
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dir_okay=True, |
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readable=True, |
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writable=True, |
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), |
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) |
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@click.option( |
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"-o", |
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"--output", |
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default=None, |
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help="Output directory name, defaults to folder on desktop", |
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) |
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@click.option( |
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"-w", |
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"--wells", |
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default="*", |
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help="restrict to this wells, * = all", |
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) |
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@click.option( |
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"-e", |
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"--Exposures", |
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default="*", |
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help="restrict to this exposure ids, * = all", |
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) |
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@click.option( |
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"-s", |
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"--scale", |
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type=int, |
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default=3, |
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help="scale-up of images", |
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) |
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@click.option( |
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"--spots", |
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default=False, |
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is_flag=True, |
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help="include cropped images of spots", |
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) |
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def run(source, output=None, wells="*", exposures="*", scale=3, spots=False): |
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if output is None or not Path(output).is_dir(): |
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default = Path.home() / "Desktop" |
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if not default.is_dir(): |
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default = Path.home() |
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now = datetime.now().strftime("%Y-%m-%d %H-%M-%S") |
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output = default / now |
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output.mkdir(exist_ok=True) |
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process(source, output, wells, exposures, scale, spots) |
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