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        "description": "Foresight Data Portal for Python\n===================\n\n\nInstallation\n------\n\n`\n    $ pip install --upgrade fsai_data_sdk\n`\n\nUsage\n------\n\n## Get Data\n### Get data at a specific location\n\n```python\n    import fsai_data_sdk as DatasetService\n\n    dataset_service = DatasetService(API_KEY, SECRET_KEY)\n    datasets = dataset_service.get_data_at(lng=-122.1598309, lat=37.4358347, radius=2000, layers=[\"SEMANTIC_2D\", \"DYNAMIC_OBJECTS\"])\n    print(len(datasets))\n    sample_dataset = datasets[0]\n    print(sample_dataset)\n    print(sample_dataset.layers.semantic_2d.get())\n    print(sample_dataset.layers.dynamic_objects[0].get())\n\n```\n\nThe **get_data_at** function returns a list of **Dataset**. Each **Dataset** object contains the data layers:\n* semantic_2d: a **DataGetter** object to get the semantic 2d json data of the area.\n* dynamic_objects: a list of **DataGetter** object to get the array of dynamic_object.\n\n### DataGetter class\nBecause the data layers are normally large, they can't be returned directly in the getting data calls. \nThe SDK wrap the data layer in the **DataGetter** class which provides a **get** function to fetch \nthe data and return the actual data of the layer.\n\n### Parsing data\n\n```python\n    import fsai_data_sdk as DatasetService\n    from fsai.services.data_object.DynamicObjectData import DynamicObjectData\n    from fsai.services.data_object.Semantic2DData import semantic_2d_data_from_dict\n\n\n    dataset_service = DatasetService(API_KEY, SECRET_KEY)\n    datasets = dataset_service.get_data_at(lng=-122.1598309, lat=37.4358347, radius=2000, layers=[\"SEMANTIC_2D\", \"DYNAMIC_OBJECTS\"])\n    print(len(datasets))\n    sample_dataset = datasets[0]\n\n\n    # DYNAMIC OBJECT\n    \"Get raw JSON data\"\n    dynamic_object_json_data = sample_dataset.layers.dynamic_objects[0].get()\n\n    \"Get parsed data objects\"\n    dynamic_object_data = DynamicObjectData.from_json(dynamic_object_json_data)\n    for object in dynamic_object_data.collections[0].objects:\n        print(object.get_moving_distance())\n\n    # SEMANTIC MAP\n    \"Get semantic map apollo open drive JSON data\"\n    semantic_2d_data = sample_dataset.layers.semantic_2d.get()\n    \"Get parsed data objects\"\n    semantic_object = semantic_2d_data_from_dict(semantic_2d_data)\n    # empty to get sum length\n    total_length = 0\n    # loop through all the roads and compute the total length\n    for road in semantic_object.road:\n        total_length = total_length + road.attributes.length\n    print('\\n')\n    print(total_length)\n\n```\n\n## See also\n* SDK for Javascript https://github.com/ForesightAI/fsai_data_sdk_js\n* Rest API: https://data.foresight.ai/docs/public/api/\n\n\n",
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