在專案中集成了百度地圖，剛開始Mark點少的時候滑動很流暢，後來將資料匯入有三千多個Mark點，這時候滑動地圖已經卡死了，只能換成點聚合了，先把需要用到的類從百度的示例專案複製到當前專案中，

需要用到如上標註的類，上程式碼：

public class BdMapFragment extends Fragment {

    @BindView(R.id.iv_addhouse)
    ImageView ivAddhouse;
    @BindView(R.id.ll_addhouse)
    LinearLayout llAddhouse;
    @BindView(R.id.iv_position)
    ImageView ivPosition;
    @BindView(R.id.et_search)
    EditText etSearch;
    @BindView(R.id.ll_search)
    LinearLayout llSearch;
    @BindView(R.id.start)
    Button start;
    @BindView(R.id.end)
    Button end;
    @BindView(R.id.route)
    Button route;
    @BindView(R.id.reset)
    Button reset;
    @BindView(R.id.ll_guidelayout)
    LinearLayout llGuidelayout;
    private boolean addHouse = false;
    private LocationClient mLocationClient;
    public BDLocationListener myListener;
    private ArrayList<PolyOverlyInfo> polyInfoList = new ArrayList<>();
    private View view;
    public static MapView mMapView = null;
    //private OverItemT mItemOverlay = null, serarchItemOverlay;
    private List<HousemarkBean> houseMarkList;
    private List<HousemarkBean> searchMarkList = new ArrayList<>();
    private static final String TAG = "BdMapFragment";
    private boolean isFrist = true;
    private BaiduMap mBaiduMap;
    private Polyline mPolyline;
    private Marker marker,housemarker;
    private BitmapDescriptor bitmapred, bitmapblue;
    private static final int BAIDU_READ_PHONE_STATE =100;
    private ClusterManager<MyItem> mClusterManager;

    @Override
    public View onCreateView(LayoutInflater inflater, ViewGroup container,
                             Bundle savedInstanceState) {
        //在使用SDK各元件之前初始化context資訊，傳入ApplicationContext
        //注意該方法要再setContentView方法之前實現
        view = LayoutInflater.from(getActivity()).inflate(R.layout.bdfragment_map, null);
        ButterKnife.bind(this, view);
        mMapView = (MapView) view.findViewById(R.id.mapview);
        bitmapred = BitmapDescriptorFactory.fromResource(R.drawable.position);
        mMapView.setLogoPosition(LogoPosition.logoPostionleftTop);
        mMapView.showZoomControls(false);
        mBaiduMap = mMapView.getMap();
        //普通地圖
        mBaiduMap.setMapType(BaiduMap.MAP_TYPE_NORMAL);
        // 定義點聚合管理類ClusterManager
        mClusterManager = new ClusterManager<MyItem>(getActivity(), mBaiduMap);
        
        mBaiduMap.setOnMapLoadedCallback(new BaiduMap.OnMapLoadedCallback() {//地圖載入完成後
            @Override
            public void onMapLoaded() {
                getAddressPoints();
            }
        });
        mBaiduMap.setOnMapStatusChangeListener(mClusterManager);
        // 設定maker點選時的響應
        mBaiduMap.setOnMarkerClickListener(mClusterManager);

        mClusterManager.setOnClusterClickListener(new ClusterManager.OnClusterClickListener<MyItem>() {
            @Override
            public boolean onClusterClick(Cluster<MyItem> cluster) {
                Toast.makeText(getActivity(),
                        "有" + cluster.getSize() + "個點", Toast.LENGTH_SHORT).show();

                return false;
            }
        });

        return view;
    }

   
    /**
     * 請求危房資訊資料
     */
    private void getAddressPoints() {

        houseMarkList = new ArrayList<>();
        Map<String, Object> params=new HashMap();
        params.put("regionCode", SPUtils.getregionCode());
        RetrofitManager.getInstance().createReq(MarkApi.class).getHouseInfo(params)
                .enqueue(new Callback<BaseBean<List<HousemarkBean>>>() {
                    @Override
                    public void onResponse(Call<BaseBean<List<HousemarkBean>>> call, Response<BaseBean<List<HousemarkBean>>> response) {
                        if (response.body() != null && response.body().getCode() == 1) {
                            houseMarkList = response.body().getRows();
                            addMark(houseMarkList);//新增Mark
                        }
                    }
                    @Override
                    public void onFailure(Call<BaseBean<List<HousemarkBean>>> call, Throwable t) {
                            t.printStackTrace();
                    }
                });
    }
    /**
     * 新增mark
     *
     * @param list 危房資訊集合
     */
    private void addMark(List<HousemarkBean> list) {

        List<MyItem> items = new ArrayList<MyItem>();
        for (HousemarkBean houseInfo : list) {
            LatLng latlng = PositionUtil.gpstoBd(new LatLng(houseInfo.getY(), houseInfo.getX()));
            items.add(new MyItem(latlng,houseInfo));
        }
        mClusterManager.addItems(items);
    }

    @Override
    public void onDestroyView() {
        // 關閉定點陣圖層
        mBaiduMap.setMyLocationEnabled(false);
        mMapView.onDestroy();
        mMapView = null;
        super.onDestroyView();
    }

    @Override
    public void onResume() {
        // MapView的生命週期與Activity同步，當activity恢復時需呼叫MapView.onResume()
        mMapView.onResume();
        super.onResume();
    }
    @Override
    public void onPause() {
        mMapView.onPause();
        super.onPause();
    }
    /**
     * @paramgeoPoint當前點選的點
     * @return當前點選位置所在街道資訊
     */
    private PolyOverlyInfo getPolyInfo(LatLng point) {
        for (PolyOverlyInfo polygonInfo : polyInfoList) {
            if (PointUtils.IsPointInPolygon(polygonInfo.getPolyline().getPoints(), point)) {
                return polygonInfo;
            }
        }
        return null;
    }

    /**
     * 每個Marker點，包含Marker點座標以及圖示
     */
    public class MyItem implements ClusterItem {
        private  LatLng mPosition;
        private HousemarkBean mhousemarkBean;

        public MyItem(LatLng latLng,HousemarkBean housemarkBean) {
            mPosition = latLng;
            mhousemarkBean=housemarkBean;
        }

        @Override
        public LatLng getPosition() {
            return mPosition;
        }

        @Override
        public BitmapDescriptor getBitmapDescriptor() {
            return BitmapDescriptorFactory
                    .fromResource(R.drawable.position);
        }

    }
    
    @Override
    public void onCreate(@Nullable Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        EventBus.getDefault().register(this);
    }

    @Override
    public void onDestroy() {
        super.onDestroy();
        EventBus.getDefault().unregister(this);
    }


}