annotate omero_roi_upload.py @ 2:267227e757cb draft

planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
author ufz
date Thu, 05 Sep 2024 11:55:50 +0000
parents
children 83ccd2b525e5
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267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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1 import argparse
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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2 import re
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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3
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4 import pandas as pd
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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5 from ezomero import connect, post_roi
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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6 from ezomero.rois import Ellipse, Label, Line, Point, Polygon, Polyline, Rectangle
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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7
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8
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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9 def parse_color(color_str):
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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10 if not color_str:
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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11 return None
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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12 return tuple(map(int, re.findall(r'\d+', color_str)))
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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13
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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14
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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15 def parse_points(points_str):
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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16 if not points_str:
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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17 return None
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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18 # Remove leading and trailing brackets and split into individual points
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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19 points_str = points_str.strip("[]")
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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20 points = points_str.split("),(")
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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21 points = [point.strip("()") for point in points] # Remove any remaining parentheses
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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22 return [tuple(map(float, point.split(','))) for point in points]
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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23
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24
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25 def create_shape(row):
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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26 shape_type = row['shape']
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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27 shape = None
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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28
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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29 if shape_type == 'Ellipse':
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30 shape = Ellipse(
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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31 x=row['x'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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32 y=row['y'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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33 x_rad=row['x_rad'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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34 y_rad=row['y_rad'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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35 z=row.get('z'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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36 c=row.get('c'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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37 t=row.get('t'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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38 fill_color=parse_color(row.get('fill_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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39 stroke_color=parse_color(row.get('stroke_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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40 stroke_width=row.get('stroke_width')
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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41 )
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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42 elif shape_type == 'Label':
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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43 shape = Label(
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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44 x=row['x'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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45 y=row['y'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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46 label=row['label'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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47 fontSize=row['fontSize'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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48 z=row.get('z'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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49 c=row.get('c'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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50 t=row.get('t'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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51 fill_color=parse_color(row.get('fill_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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52 stroke_color=parse_color(row.get('stroke_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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53 stroke_width=row.get('stroke_width')
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54 )
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55 elif shape_type == 'Line':
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56 shape = Line(
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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57 x1=row['x1'],
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58 y1=row['y1'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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59 x2=row['x2'],
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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60 y2=row['y2'],
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61 markerStart=row.get('markerStart', None),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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62 markerEnd=row.get('markerEnd', None),
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63 label=row.get('label', None),
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64 z=row.get('z'),
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65 c=row.get('c'),
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66 t=row.get('t'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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67 fill_color=parse_color(row.get('fill_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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68 stroke_color=parse_color(row.get('stroke_color')),
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69 stroke_width=row.get('stroke_width')
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70 )
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71 elif shape_type == 'Point':
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72 shape = Point(
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73 x=row['x'],
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74 y=row['y'],
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75 z=row.get('z'),
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76 c=row.get('c'),
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77 t=row.get('t'),
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78 fill_color=parse_color(row.get('fill_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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79 stroke_color=parse_color(row.get('stroke_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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80 stroke_width=row.get('stroke_width')
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81 )
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82 elif shape_type == 'Polygon':
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83 shape = Polygon(
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84 points=parse_points(row['points']),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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85 z=row.get('z'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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86 c=row.get('c'),
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87 t=row.get('t'),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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88 fill_color=parse_color(row.get('fill_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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89 stroke_color=parse_color(row.get('stroke_color')),
267227e757cb planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/omero commit 5b1b30d409355cee98485815c1dd4ac48649bcc1
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90 stroke_width=row.get('stroke_width')
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91 )
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92 elif shape_type == 'Polyline':
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93 shape = Polyline(
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94 points=parse_points(row['points']),
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95 z=row.get('z'),
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96 c=row.get('c'),
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97 t=row.get('t'),
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98 fill_color=parse_color(row.get('fill_color')),
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99 stroke_color=parse_color(row.get('stroke_color')),
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100 stroke_width=row.get('stroke_width')
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101 )
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102 elif shape_type == 'Rectangle':
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103 shape = Rectangle(
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104 x=row['x'],
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105 y=row['y'],
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106 width=row['width'],
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107 height=row['height'],
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108 z=row.get('z'),
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109 c=row.get('c'),
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110 t=row.get('t'),
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111 fill_color=parse_color(row.get('fill_color')),
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112 stroke_color=parse_color(row.get('stroke_color')),
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113 stroke_width=row.get('stroke_width')
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114 )
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115 return shape
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116
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117
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118 def main(input_file, conn, image_id, log_file):
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119 # Open log file
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120 with open(log_file, 'w') as log:
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121 df = pd.read_csv(input_file, sep='\t')
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122 for index, row in df.iterrows():
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123 msg = f"Processing row {index + 1}/{len(df)}: {row.to_dict()}"
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124 print(msg)
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125 log.write(msg + "\n")
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126 shape = create_shape(row)
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127 if shape:
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128 roi_name = row['roi_name'] if 'roi_name' in row else None
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129 roi_description = row['roi_description'] if 'roi_description' in row else None
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130 roi_id = post_roi(conn, image_id, [shape], name=roi_name, description=roi_description)
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131 msg = f"ROI ID: {roi_id} for row {index + 1}"
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132 print(msg)
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133 log.write(msg + "\n")
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134 else:
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135 msg = f"Skipping row {index + 1}: Unable to create shape"
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136 print(msg)
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137 log.write(msg + "\n")
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138
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139
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140 if __name__ == "__main__":
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141 parser = argparse.ArgumentParser(
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142 description="Create shapes from a tabular file and optionally post them as an ROI to OMERO.")
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143 parser.add_argument("--input_file", help="Path to the input tabular file.")
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144 parser.add_argument("--image_id", type=int, required=True, help="ID of the image to which the ROI will be linked")
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145 parser.add_argument("--host", type=str, required=True, help="OMERO server host")
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146 parser.add_argument("--user", type=str, required=True, help="OMERO username")
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147 parser.add_argument("--psw", type=str, required=True, help="OMERO password")
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148 parser.add_argument("--port", type=int, default=4064, help="OMERO server port")
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149 parser.add_argument("--log_file", type=str, default="process.txt", help="Log file path")
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150
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151 args = parser.parse_args()
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152
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153 conn = connect(
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154 host=args.host,
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155 user=args.user,
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156 password=args.psw,
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157 port=args.port,
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158 group="",
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159 secure=True
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160 )
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161
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162 try:
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163 main(args.input_file, conn, args.image_id, args.log_file)
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164 finally:
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165 conn.close()