annotate vitessce_spatial.py @ 5:e860ca30cd0b draft

planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 90f081e58b5ee41bba3a7e6f01d97b5bd9392759
author goeckslab
date Wed, 28 May 2025 21:14:52 +0000
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6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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1 import argparse
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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2 import json
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3 import warnings
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4 from os.path import isdir, join
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e860ca30cd0b planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 90f081e58b5ee41bba3a7e6f01d97b5bd9392759
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5 # import urllib.parse
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6 from pathlib import Path
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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8 import scanpy as sc
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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9 from anndata import read_h5ad
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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10 from vitessce import (
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11 AnnDataWrapper,
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12 Component as cm,
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13 MultiImageWrapper,
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14 OmeTiffWrapper,
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15 VitessceConfig,
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16 )
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17 from vitessce.data_utils import (
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18 optimize_adata,
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19 VAR_CHUNK_SIZE,
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20 )
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6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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23 def main(inputs, output, image, offsets=None, anndata=None, masks=None, config_path=None):
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6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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24 """
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25 Parameter
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26 ---------
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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27 inputs : str
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28 File path to galaxy inputs config file.
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6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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29 output : str
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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30 Output folder for saving web content.
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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31 image : str
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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32 File path to the OME Tiff image.
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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33 anndata : str
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34 File path to anndata containing phenotyping info.
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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35 masks : str
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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36 File path to the image masks.
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37 config_path : str
e860ca30cd0b planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 90f081e58b5ee41bba3a7e6f01d97b5bd9392759
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38 File path to the config file containing galaxy_url and dataset_id.
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39 """
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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40 warnings.simplefilter('ignore')
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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41
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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42 with open(inputs, 'r') as param_handler:
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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43 params = json.load(param_handler)
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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44
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45 with open(config_path) as conf_fh:
e860ca30cd0b planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 90f081e58b5ee41bba3a7e6f01d97b5bd9392759
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46 config = json.load(conf_fh)
e860ca30cd0b planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 90f081e58b5ee41bba3a7e6f01d97b5bd9392759
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47
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48 galaxy_url = config["galaxy_url"]
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49 dataset_id = config["dataset_id"]
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50
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51 # initialize vitessce config and add OME-TIFF image, and masks if specified
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52 vc = VitessceConfig(schema_version="1.0.17", name=None, description=None)
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53 dataset = vc.add_dataset()
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54
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55 # FIXME: grab offsets file for faster display. NEED TO TEST
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56 image_wrappers = [OmeTiffWrapper(img_path=image, offsets_path=offsets, name='OMETIFF')]
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57 if masks:
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58 image_wrappers.append(
6df8d6e42152 planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/vitessce commit 9b2dc921e692af8045773013d9f87d4d790e2ea1
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59 OmeTiffWrapper(img_path=masks, name='MASKS', is_bitmask=True)
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60 )
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61 dataset.add_object(MultiImageWrapper(image_wrappers))
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62
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63 # set relative view sizes (w,h), full window dims are 12x12
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64 # if no anndata file, image and layer view can take up whole window
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65 if not anndata:
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66 spatial_dims = (9, 12)
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67 lc_dims = (3, 12)
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68 else:
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69 spatial_dims = (6, 6)
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70 lc_dims = (3, 6)
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71
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72 # add views for the images, and the layer/channels selector
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73 spatial = vc.add_view(
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74 view_type=cm.SPATIAL,
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75 dataset=dataset,
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76 w=spatial_dims[0],
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77 h=spatial_dims[1])
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78
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79 lc = vc.add_view(
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80 view_type=cm.LAYER_CONTROLLER,
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81 dataset=dataset,
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82 w=lc_dims[0],
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83 h=lc_dims[1])
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84
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85 # Build the prefix that Vitessce should use
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86 display_prefix = (f"{galaxy_url}/api/datasets/{dataset_id}/display?filename=")
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87
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88 # if no anndata file, export the config with these minimal components
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89 if not anndata:
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90 vc.layout(lc | spatial)
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91 config_dict = vc.export(
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92 to='files',
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93 base_url=display_prefix,
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94 out_dir=output)
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95 with open(Path(output).joinpath('config.json'), 'w') as f:
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96 json.dump(config_dict, f, indent=4)
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97 return
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98
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99 # read anndata file, compute embeddings
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100 adata = read_h5ad(anndata)
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101
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102 params = params['do_phenotyping']
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103 embedding = params['scatterplot_embeddings']['embedding']
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104 embedding_options = params['scatterplot_embeddings']['options']
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105 if embedding == 'umap':
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106 sc.pp.neighbors(adata, **embedding_options)
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107 sc.tl.umap(adata)
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108 mappings_obsm = 'X_umap'
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109 mappings_obsm_name = "UMAP"
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110 elif embedding == 'tsne':
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111 sc.tl.tsne(adata, **embedding_options)
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112 mappings_obsm = 'X_tsne'
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113 mappings_obsm_name = "tSNE"
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114 else:
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115 sc.tl.pca(adata, **embedding_options)
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116 mappings_obsm = 'X_pca'
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117 mappings_obsm_name = "PCA"
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118
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119 # Add spatial coords to obsm, although uncertain if this is needed
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120 # FIXME: provide options for alternative coordinate colnames
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121 adata.obsm['spatial'] = adata.obs[['X_centroid', 'Y_centroid']].values
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122
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123 # parse list of obs columns to use as cell type labels
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124 cell_set_obs = params['phenotype_factory']['phenotypes']
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125 if not isinstance(cell_set_obs, list):
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126 cell_set_obs = [x.strip() for x in cell_set_obs.split(',')]
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127
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128 # write anndata out as zarr hierarchy
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129 zarr_filepath = join("data", "adata.zarr")
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130 if not isdir(zarr_filepath):
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131 adata = optimize_adata(
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132 adata,
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133 obs_cols=cell_set_obs,
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134 obsm_keys=[mappings_obsm, 'spatial'],
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135 optimize_X=True
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136 )
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137 adata.write_zarr(
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138 zarr_filepath,
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139 chunks=[adata.shape[0], VAR_CHUNK_SIZE]
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140 )
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141
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142 # create a nicer label for the cell types to be displayed on the dashboard
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143 cell_set_obs_names = [obj[0].upper() + obj[1:] for obj in cell_set_obs]
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144
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145 # add anndata zarr to vitessce config
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146 dataset.add_object(
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147 AnnDataWrapper(
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148 adata_path=zarr_filepath,
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149 obs_feature_matrix_path="X", # FIXME: provide rep options
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150 obs_set_paths=['obs/' + x for x in cell_set_obs],
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151 obs_set_names=cell_set_obs_names,
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152 obs_locations_path='spatial',
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153 obs_embedding_paths=['obsm/' + mappings_obsm],
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154 obs_embedding_names=[mappings_obsm_name]
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155 )
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156 )
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157
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158 # add views
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159 cellsets = vc.add_view(
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160 view_type=cm.OBS_SETS,
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161 dataset=dataset,
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162 w=3,
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163 h=3)
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164
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165 scatterplot = vc.add_view(
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166 view_type=cm.SCATTERPLOT,
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167 dataset=dataset,
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168 mapping=mappings_obsm_name,
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169 w=3,
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170 h=6)
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171
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172 heatmap = vc.add_view(
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173 view_type=cm.HEATMAP,
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174 dataset=dataset,
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175 w=3,
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176 h=3)
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177
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178 genes = vc.add_view(
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179 view_type=cm.FEATURE_LIST,
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180 dataset=dataset,
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181 w=3,
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182 h=3)
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183
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184 cell_set_sizes = vc.add_view(
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185 view_type=cm.OBS_SET_SIZES,
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186 dataset=dataset,
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187 w=3,
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188 h=3)
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189
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190 cell_set_expression = vc.add_view(
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191 view_type=cm.OBS_SET_FEATURE_VALUE_DISTRIBUTION,
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192 dataset=dataset,
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193 w=3,
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194 h=6)
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195
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196 # define the dashboard layout
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197 vc.layout(
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198 (cellsets / genes / cell_set_expression)
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199 | (lc / scatterplot)
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200 | (cell_set_sizes / heatmap / spatial)
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201 )
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202
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203 # export the config file
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204 config_dict = vc.export(
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205 to='files',
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206 base_url=display_prefix,
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207 out_dir=output)
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208
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209 with open(Path(output).joinpath('config.json'), 'w') as f:
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210 json.dump(config_dict, f, indent=4)
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211
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212
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213 if __name__ == '__main__':
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214 aparser = argparse.ArgumentParser()
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215 aparser.add_argument("-i", "--inputs", dest="inputs", required=True)
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216 aparser.add_argument("-e", "--output", dest="output", required=True)
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217 aparser.add_argument("-g", "--image", dest="image", required=True)
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218 aparser.add_argument("-f", "--offsets", dest="offsets", required=False)
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219 aparser.add_argument("-a", "--anndata", dest="anndata", required=False)
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220 aparser.add_argument("-m", "--masks", dest="masks", required=False)
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221 aparser.add_argument("--galaxy_config", dest="config_path", required=True)
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222
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223 args = aparser.parse_args()
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224
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225 main(args.inputs, args.output, args.image, args.offsets, args.anndata, args.masks, args.config_path)