code: def test_status_autogenerated_snapshot(self):
      test_name = "foobar"
      test_description = "test model"
      self.project_command.parse(
          [
              "init",
              "--name",
              test_name,
              "--description",
              test_description,
          ]
      )
  
      @self.project_command.cli_helper.input("\n")
      def dummy(self):
          return self.project_command.execute()
  
      _ = dummy(self)
  
      self.run_command = RunCommand(self.cli_helper)
      self.task_controller = TaskController()
  
      # Create and run a task and test if task is shown
      test_command = ["sh", "-c", "echo accuracy:0.45"]
      self.run_command.parse(["run", test_command])
  
      updated_first_task = self.run_command.execute()
      before_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_first_task.before_snapshot_id
      )
      after_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_first_task.after_snapshot_id
      )
      before_environment_obj = (
          self.task_controller.dal.environment.get_by_id(
              before_snapshot_obj.environment_id
          )
      )
      after_environment_obj = (
          self.task_controller.dal.environment.get_by_id(
              after_snapshot_obj.environment_id
          )
      )
      assert before_environment_obj == after_environment_obj
  
      self.project_command.parse(["status"])
      result = self.project_command.execute()
      (
          status_dict,
          current_snapshot,
          latest_snapshot_user_generated,
          latest_snapshot_auto_generated,
          unstaged_code,
          unstaged_environment,
          unstaged_files,
      ) = result
  
      assert status_dict
      assert isinstance(status_dict, dict)
      assert status_dict["name"] == test_name
      assert status_dict["description"] == test_description
      assert isinstance(status_dict["config"], dict)
      assert isinstance(current_snapshot, Snapshot)
      assert not latest_snapshot_user_generated
      assert isinstance(latest_snapshot_auto_generated, Snapshot)
      # current snapshot is the before snapshot for the run
      assert current_snapshot == before_snapshot_obj
      assert current_snapshot != latest_snapshot_auto_generated
      # latest autogenerated snapshot is the after snapshot id
      assert latest_snapshot_auto_generated == after_snapshot_obj
      # autogenerated snapshot is after the user generated snapshot
      assert not unstaged_code
      assert not unstaged_environment
      assert not unstaged_files
  
      # Create a snapshot
      self.snapshot_command = SnapshotCommand(self.cli_helper)
      with open(
          os.path.join(self.project_command.home, "test.py"), "wb"
      ) as f:
          f.write(to_bytes(str("import xgboost")))
      self.snapshot_command.parse(
          ["snapshot", "create", "--message", "test"]
      )
      first_snapshot = self.snapshot_command.execute()
  
      # Create and run a task and test if task is shown
      test_command = ["sh", "-c", "echo accuracy:0.45"]
      self.run_command.parse(["run", test_command])
  
      updated_second_task = self.run_command.execute()
      before_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_second_task.before_snapshot_id
      )
      after_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_second_task.after_snapshot_id
      )
      before_environment_obj = (
          self.task_controller.dal.environment.get_by_id(
              before_snapshot_obj.environment_id
          )
      )
      after_environment_obj = (
          self.task_controller.dal.environment.get_by_id(
              after_snapshot_obj.environment_id
          )
      )
      assert before_environment_obj == after_environment_obj
  
      self.project_command.parse(["status"])
      result = self.project_command.execute()
      (
          status_dict,
          current_snapshot,
          latest_snapshot_user_generated,
          latest_snapshot_auto_generated,
          unstaged_code,
          unstaged_environment,
          unstaged_files,
      ) = result
  
      assert status_dict
      assert isinstance(status_dict, dict)
      assert status_dict["name"] == test_name
      assert status_dict["description"] == test_description
      assert isinstance(status_dict["config"], dict)
      assert isinstance(current_snapshot, Snapshot)
      assert isinstance(latest_snapshot_user_generated, Snapshot)
      assert latest_snapshot_user_generated == first_snapshot
      assert isinstance(latest_snapshot_auto_generated, Snapshot)
      # current snapshot is the before snapshot for the run
      assert current_snapshot == before_snapshot_obj
      assert current_snapshot == latest_snapshot_user_generated
      assert current_snapshot != latest_snapshot_auto_generated
      # latest autogenerated snapshot is the after snapshot id
      assert latest_snapshot_auto_generated == after_snapshot_obj
      assert (
          latest_snapshot_auto_generated
          != latest_snapshot_user_generated
      )
      # user generated snapshot is not associated with any before or after snapshot
      assert latest_snapshot_user_generated == before_snapshot_obj
      assert latest_snapshot_user_generated != after_snapshot_obj
      # autogenerated snapshot is after the user generated snapshot
      assert (
          latest_snapshot_auto_generated.created_at
          > latest_snapshot_user_generated.created_at
      )
      assert not unstaged_code
      assert not unstaged_environment
      assert not unstaged_files
  
      # Check if the same snapshot is given back when created
      self.snapshot_command.parse(
          ["snapshot", "create", "--message", "test"]
      )
      new_snapshot = self.snapshot_command.execute()
      assert current_snapshot == new_snapshot
  
      # Create a user generated snapshot after some changes
      with open(
          os.path.join(self.project_command.home, "new.py"), "wb"
      ) as f:
          f.write(to_bytes(str("import xgboost")))
      self.snapshot_command.parse(
          ["snapshot", "create", "--message", "test"]
      )
      new_snapshot = self.snapshot_command.execute()
      # ensure we created a new snapshot
      assert current_snapshot != new_snapshot
  
      self.project_command.parse(["status"])
      result = self.project_command.execute()
      (
          status_dict,
          current_snapshot,
          latest_snapshot_user_generated,
          latest_snapshot_auto_generated,
          unstaged_code,
          unstaged_environment,
          unstaged_files,
      ) = result
  
      assert status_dict
      assert isinstance(status_dict, dict)
      assert status_dict["name"] == test_name
      assert status_dict["description"] == test_description
      assert isinstance(status_dict["config"], dict)
      assert isinstance(current_snapshot, Snapshot)
      assert isinstance(latest_snapshot_user_generated, Snapshot)
      # current snapshot is the latest user generated one
      assert current_snapshot == latest_snapshot_user_generated
      # latest autogenerated snapshot is not the user generated one
      assert (
          latest_snapshot_auto_generated
          != latest_snapshot_user_generated
      )
      # autogenerated snapshot is after the user generated snapshot
      assert (
          latest_snapshot_user_generated.created_at
          > latest_snapshot_auto_generated.created_at
      )
      assert not unstaged_code
      assert not unstaged_environment
      assert not unstaged_files
  
      # Create a snapshot from the auto generated one and ensure they are the same
      self.run_command = RunCommand(self.cli_helper)
      self.task_controller = TaskController()
  
      test_command = ["sh", "-c", "echo accuracy:0.45"]
      self.run_command.parse(["run", test_command])
      updated_third_task = self.run_command.execute()
      before_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_third_task.before_snapshot_id
      )
      after_snapshot_obj = self.task_controller.dal.snapshot.get_by_id(
          updated_third_task.after_snapshot_id
      )
      self.snapshot_command.parse(
          [
              "snapshot",
              "create",
              "--run-id",
              updated_third_task.id,
              "--message",
              "test",
          ]
      )
      converted_snapshot = self.snapshot_command.execute()
  
      self.project_command.parse(["status"])
      result = self.project_command.execute()
      (
          status_dict,
          current_snapshot,
          latest_snapshot_user_generated,
          latest_snapshot_auto_generated,
          unstaged_code,
          unstaged_environment,
          unstaged_files,
      ) = result
  
      assert status_dict
      assert isinstance(status_dict, dict)
      assert status_dict["name"] == test_name
      assert status_dict["description"] == test_description
      assert isinstance(status_dict["config"], dict)
      assert isinstance(current_snapshot, Snapshot)
      assert isinstance(latest_snapshot_user_generated, Snapshot)
      assert isinstance(latest_snapshot_auto_generated, Snapshot)
      # current snapshot is the before snapshot for the run
      assert current_snapshot == before_snapshot_obj
      assert current_snapshot != latest_snapshot_user_generated
      # latest user generated snapshot is the same as that created by the run
      assert converted_snapshot == latest_snapshot_user_generated
      assert latest_snapshot_user_generated == after_snapshot_obj
      # latest user generated converted the latest task so latest generate is from the last task
      assert (
          latest_snapshot_user_generated.created_at
          > latest_snapshot_auto_generated.created_at
      )
      assert not unstaged_code
      assert not unstaged_environment
      assert not unstaged_files
  
imports: from __future__ import division
  from __future__ import print_function
  from __future__ import unicode_literals
  import os
  import tempfile
  import platform
  import timeout_decorator
  from datmo.config import Config
  from datmo import __version__
  from datmo.cli.driver.helper import Helper
  from datmo.cli.command.project import ProjectCommand
  from datmo.cli.command.snapshot import SnapshotCommand
  from datmo.core.entity.snapshot import Snapshot
  from datmo.cli.command.run import RunCommand
  from datmo.core.controller.task import TaskController
  from datmo.core.util.exceptions import UnrecognizedCLIArgument
  from datmo.core.util.misc_functions import pytest_docker_environment_failed_instantiation
label_desc: Use image node_id 17 for calling the TestProjectCommand obj's underlying member method code with example usage: obj.test_status_autogenerated_snapshot() and returns: self