{"taskset": {"n_runnable": 0, "name": null, "url_data": null, "catalog_id": null, "owner_type": null, "cited_by": null, "taskset": "swtbench-verified", "domain": "swe", "task_kind": null, "environment": null, "grading": null, "path": "datasets/swtbench-verified", "n_single_container": 433, "n_tasks": 433, "domain_raw": null, "sample_instruction": "The following text contains a user issue (in <issue/> brackets) posted at a repository. It may be necessary to use code from third party dependencies or files not contained in the attached documents however. Your task is to identify the issue and implement a test case that verifies a proposed solution to this issue. More details at the end of this text.\n<issue>\n      Modeling's `separability_matrix` does not compute separability correctly for nested CompoundModels\n      Consider the following model:\n\n      ```python\n      from astropy.modeling import models as m\n      from astropy.modeling.separable import separability_matrix\n\n      cm = m.Linear1D(10) & m.Linear1D(5)\n      ```\n\n      It's separability matrix as you might expect is a diagonal:\n\n      ```python\n      >>> separability_matrix(cm)\n      array([[ True, False],\n             [False,  True]])\n      ```\n\n      If I make the model more complex:\n      ```python\n      >>> separability_matrix(m.Pix2Sky_TAN() & m.Linear1D(10) & m.Linear1D(5))\n      array([[ True,  True, False, False],\n             [ True,  True, False, False],\n             [False, False,  True, False],\n             [False, False, False,  True]])\n      ```\n\n      The output matrix is again, as expected, the outputs and inputs to the linear models are separable and independent of each other.\n\n      If however, I nest these compound models:\n      ```python\n      >>> separability_matrix(m.Pix2Sky_TAN() & cm)\n      array([[ True,  True, False, False],\n         ", "owner_org": null, "url_repo": null, "url_paper": null, "license": null, "languages": [], "difficulties": {"?": 433}, "categories": ["test_generation"]}, "tasks": [{"agent_timeout": 1200, "category": "test_generation", "compose": false, "difficulty": "", "language": "", "oracle": null, "runnable": false, "tags": ["python", "test_generation", "swtbench"], "task": "astropy__astropy-12907", "taskset": "swtbench-verified"}, {"agent_timeout": 1200, "category": "test_generation", "compose": false, "difficulty": "", "language": "", "oracle": null, "runnable": false, "tags": ["python", "test_generation", "swtbench"], "task": "astropy__astropy-13033", "taskset": "swtbench-verified"}, {"agent_timeout": 1200, "category": "test_generation", "compose": false, "difficulty": "", 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