Datasets:
				
			
			
	
			
	
		
			
	
		
		
		Sricharan Reddy Varra
		
	commited on
		
		
					Commit 
							
							·
						
						3dd07d9
	
1
								Parent(s):
							
							d047ac0
								
added datasets for nb4
Browse files- ark_example.py +39 -20
- data/segmentation/example_cell_output_dir.zip +3 -0
    	
        ark_example.py
    CHANGED
    
    | @@ -48,22 +48,29 @@ _URL_DATA = { | |
| 48 | 
             
                "image_data": "./data/image_data.zip",
         | 
| 49 | 
             
                "cell_table": "./data/segmentation/cell_table.zip",
         | 
| 50 | 
             
                "deepcell_output": "./data/segmentation/deepcell_output.zip",
         | 
| 51 | 
            -
                "example_pixel_output_dir": "./data/segmentation/example_pixel_output_dir.zip"
         | 
|  | |
| 52 | 
             
            }
         | 
| 53 |  | 
| 54 | 
             
            _URL_DATASET_CONFIGS = {
         | 
| 55 | 
            -
                " | 
| 56 | 
            -
                " | 
| 57 | 
             
                    "image_data": _URL_DATA["image_data"],
         | 
| 58 | 
             
                    "cell_table": _URL_DATA["cell_table"],
         | 
| 59 | 
             
                    "deepcell_output": _URL_DATA["deepcell_output"],
         | 
| 60 | 
             
                },
         | 
| 61 | 
            -
                " | 
| 62 | 
             
                    "image_data": _URL_DATA["image_data"],
         | 
| 63 | 
             
                    "cell_table": _URL_DATA["cell_table"],
         | 
| 64 | 
             
                    "deepcell_output": _URL_DATA["deepcell_output"],
         | 
| 65 | 
            -
                    "example_pixel_output_dir": _URL_DATA["example_pixel_output_dir"]
         | 
| 66 | 
            -
                }
         | 
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
| 67 | 
             
            }
         | 
| 68 |  | 
| 69 |  | 
| @@ -87,7 +94,7 @@ TMA24_R9C1 -> fov10 | |
| 87 | 
             
            class ArkExample(datasets.GeneratorBasedBuilder):
         | 
| 88 | 
             
                """The Dataset consists of 11 FOVs"""
         | 
| 89 |  | 
| 90 | 
            -
                VERSION = datasets.Version("0.0. | 
| 91 |  | 
| 92 | 
             
                # This is an example of a dataset with multiple configurations.
         | 
| 93 | 
             
                # If you don't want/need to define several sub-sets in your dataset,
         | 
| @@ -98,35 +105,47 @@ class ArkExample(datasets.GeneratorBasedBuilder): | |
| 98 | 
             
                # BUILDER_CONFIG_CLASS = MyBuilderConfig
         | 
| 99 |  | 
| 100 | 
             
                # You will be able to load one or the other configurations in the following list with
         | 
| 101 | 
            -
                # data = datasets.load_dataset('my_dataset', 'nb1')
         | 
| 102 | 
            -
                # data = datasets.load_dataset('my_dataset', 'nb2')
         | 
| 103 | 
             
                BUILDER_CONFIGS = [
         | 
| 104 | 
             
                    datasets.BuilderConfig(
         | 
| 105 | 
            -
                        name=" | 
| 106 | 
             
                        version=VERSION,
         | 
| 107 | 
            -
                        description="This  | 
| 108 | 
             
                    ),
         | 
| 109 | 
             
                    datasets.BuilderConfig(
         | 
| 110 | 
            -
                        name=" | 
| 111 | 
             
                        version=VERSION,
         | 
| 112 | 
            -
                        description="This  | 
| 113 | 
            -
                            Therefore you can start at any notebook with this dataset.",
         | 
| 114 | 
             
                    ),
         | 
| 115 | 
             
                    datasets.BuilderConfig(
         | 
| 116 | 
            -
                        name=" | 
| 117 | 
             
                        version=VERSION,
         | 
| 118 | 
            -
                        description="This  | 
| 119 | 
            -
                    )
         | 
|  | |
|  | |
|  | |
|  | |
|  | |
| 120 | 
             
                ]
         | 
| 121 |  | 
| 122 | 
             
                def _info(self):
         | 
| 123 | 
             
                    # This is the name of the configuration selected in BUILDER_CONFIGS above
         | 
| 124 | 
            -
                    if self.config.name in [ | 
|  | |
|  | |
|  | |
|  | |
|  | |
| 125 | 
             
                        features = datasets.Features(
         | 
| 126 | 
            -
                            { | 
|  | |
|  | |
|  | |
| 127 | 
             
                        )
         | 
| 128 | 
             
                    else:
         | 
| 129 | 
            -
                        ValueError( | 
|  | |
|  | |
| 130 | 
             
                    return datasets.DatasetInfo(
         | 
| 131 | 
             
                        # This is the description that will appear on the datasets page.
         | 
| 132 | 
             
                        description=_DESCRIPTION,
         | 
|  | |
| 48 | 
             
                "image_data": "./data/image_data.zip",
         | 
| 49 | 
             
                "cell_table": "./data/segmentation/cell_table.zip",
         | 
| 50 | 
             
                "deepcell_output": "./data/segmentation/deepcell_output.zip",
         | 
| 51 | 
            +
                "example_pixel_output_dir": "./data/segmentation/example_pixel_output_dir.zip",
         | 
| 52 | 
            +
                "example_cell_output_dir": "./data/segmentation/example_cell_output_dir.zip",
         | 
| 53 | 
             
            }
         | 
| 54 |  | 
| 55 | 
             
            _URL_DATASET_CONFIGS = {
         | 
| 56 | 
            +
                "segment_image_data": {"image_data": _URL_DATA["image_data"]},
         | 
| 57 | 
            +
                "cluster_pixels": {
         | 
| 58 | 
             
                    "image_data": _URL_DATA["image_data"],
         | 
| 59 | 
             
                    "cell_table": _URL_DATA["cell_table"],
         | 
| 60 | 
             
                    "deepcell_output": _URL_DATA["deepcell_output"],
         | 
| 61 | 
             
                },
         | 
| 62 | 
            +
                "cluster_cells": {
         | 
| 63 | 
             
                    "image_data": _URL_DATA["image_data"],
         | 
| 64 | 
             
                    "cell_table": _URL_DATA["cell_table"],
         | 
| 65 | 
             
                    "deepcell_output": _URL_DATA["deepcell_output"],
         | 
| 66 | 
            +
                    "example_pixel_output_dir": _URL_DATA["example_pixel_output_dir"],
         | 
| 67 | 
            +
                },
         | 
| 68 | 
            +
                "post_clustering": {
         | 
| 69 | 
            +
                    "image_data": _URL_DATA["image_data"],
         | 
| 70 | 
            +
                    "cell_table": _URL_DATA["cell_table"],
         | 
| 71 | 
            +
                    "deepcell_output": _URL_DATA["deepcell_output"],
         | 
| 72 | 
            +
                    "example_cell_output_dir": _URL_DATA["example_cell_output_dir"],
         | 
| 73 | 
            +
                },
         | 
| 74 | 
             
            }
         | 
| 75 |  | 
| 76 |  | 
|  | |
| 94 | 
             
            class ArkExample(datasets.GeneratorBasedBuilder):
         | 
| 95 | 
             
                """The Dataset consists of 11 FOVs"""
         | 
| 96 |  | 
| 97 | 
            +
                VERSION = datasets.Version("0.0.3")
         | 
| 98 |  | 
| 99 | 
             
                # This is an example of a dataset with multiple configurations.
         | 
| 100 | 
             
                # If you don't want/need to define several sub-sets in your dataset,
         | 
|  | |
| 105 | 
             
                # BUILDER_CONFIG_CLASS = MyBuilderConfig
         | 
| 106 |  | 
| 107 | 
             
                # You will be able to load one or the other configurations in the following list with
         | 
|  | |
|  | |
| 108 | 
             
                BUILDER_CONFIGS = [
         | 
| 109 | 
             
                    datasets.BuilderConfig(
         | 
| 110 | 
            +
                        name="segment_image_data",
         | 
| 111 | 
             
                        version=VERSION,
         | 
| 112 | 
            +
                        description="This configuration contains data used by notebook 1; contains only the 12 FOVs, and their 22 channels.",
         | 
| 113 | 
             
                    ),
         | 
| 114 | 
             
                    datasets.BuilderConfig(
         | 
| 115 | 
            +
                        name="cluster_pixels",
         | 
| 116 | 
             
                        version=VERSION,
         | 
| 117 | 
            +
                        description="This configuration contains data used by notebook 2, Pixel Clustering (Pixie Pipeline #1).",
         | 
|  | |
| 118 | 
             
                    ),
         | 
| 119 | 
             
                    datasets.BuilderConfig(
         | 
| 120 | 
            +
                        name="cluster_cells",
         | 
| 121 | 
             
                        version=VERSION,
         | 
| 122 | 
            +
                        description="This configuration contains data used by notebook 3, Cell Clustering (Pixie Pipeline #2).",
         | 
| 123 | 
            +
                    ),
         | 
| 124 | 
            +
                    datasets.BuilderConfig(
         | 
| 125 | 
            +
                        name="post_clustering",
         | 
| 126 | 
            +
                        version=VERSION,
         | 
| 127 | 
            +
                        description="This configuration contains data used by notebook 4 - Post Clustering.",
         | 
| 128 | 
            +
                    ),
         | 
| 129 | 
             
                ]
         | 
| 130 |  | 
| 131 | 
             
                def _info(self):
         | 
| 132 | 
             
                    # This is the name of the configuration selected in BUILDER_CONFIGS above
         | 
| 133 | 
            +
                    if self.config.name in [
         | 
| 134 | 
            +
                        "segment_image_data",
         | 
| 135 | 
            +
                        "cluster_pixels",
         | 
| 136 | 
            +
                        "cluster_cells",
         | 
| 137 | 
            +
                        "post_clustering",
         | 
| 138 | 
            +
                    ]:
         | 
| 139 | 
             
                        features = datasets.Features(
         | 
| 140 | 
            +
                            {
         | 
| 141 | 
            +
                                f: datasets.Value("string")
         | 
| 142 | 
            +
                                for f in _URL_DATASET_CONFIGS[self.config.name].keys()
         | 
| 143 | 
            +
                            }
         | 
| 144 | 
             
                        )
         | 
| 145 | 
             
                    else:
         | 
| 146 | 
            +
                        ValueError(
         | 
| 147 | 
            +
                            f"Dataset name is incorrect, options include {list(_URL_DATASET_CONFIGS.keys())}"
         | 
| 148 | 
            +
                        )
         | 
| 149 | 
             
                    return datasets.DatasetInfo(
         | 
| 150 | 
             
                        # This is the description that will appear on the datasets page.
         | 
| 151 | 
             
                        description=_DESCRIPTION,
         | 
    	
        data/segmentation/example_cell_output_dir.zip
    ADDED
    
    | @@ -0,0 +1,3 @@ | |
|  | |
|  | |
|  | 
|  | |
| 1 | 
            +
            version https://git-lfs.github.com/spec/v1
         | 
| 2 | 
            +
            oid sha256:ad78b0f72ede2eeaa05f5befb1f556a86f667a7dcdc31d5f5dc45cc1d933884f
         | 
| 3 | 
            +
            size 4197412
         | 
