在布局文件中添加

<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
    xmlns:app="http://schemas.android.com/apk/res-auto"
    xmlns:tools="http://schemas.android.com/tools"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    android:orientation="vertical"
    tools:context="jun.com.module_home.activity.SwipeRefreshLayoutActivity">

    <android.support.v4.widget.SwipeRefreshLayout
        android:id="@+id/swipeRefreshLayout"
        android:layout_width="match_parent"
        android:layout_height="match_parent">

        <android.support.v7.widget.RecyclerView
            android:id="@+id/recyclerView"
            android:layout_width="match_parent"
            android:layout_height="match_parent"></android.support.v7.widget.RecyclerView>

    </android.support.v4.widget.SwipeRefreshLayout>

</LinearLayout>

在需要使用的地方添加如下代码

public class SwipeRefreshLayoutActivity extends BaseActivity implements SwipeRefreshLayout.OnRefreshListener {

    private SwipeRefreshLayout swipeLayout;
    private RecyclerView recyclerView;
    private TextAdapter adapter;
    private ArrayList<String> stringList;

    @Override
    public int getLayoutId() {
        return R.layout.home_activity_swiperefreshlayout;
    }

    @Override
    public void initData() {
        stringList = new ArrayList<String>();
        for (int i = 'A'; i < 'z'; i++) {
            stringList.add("" + (char) i);
        }
    }

    @Override
    public void initView() {
        swipeLayout = findView(R.id.swipeRefreshLayout);
        recyclerView = findView(R.id.recyclerView);
        //为SwipeRefreshLayout设置监听事件
        swipeLayout.setOnRefreshListener(this);
        //为SwipeRefreshLayout设置刷新时的颜色变化，最多可以设置4种
        swipeLayout.setColorSchemeResources(android.R.color.holo_blue_bright,
                android.R.color.holo_green_light,
                android.R.color.holo_orange_light,
                android.R.color.holo_red_light);

        //RecyclerView相关设置

        recyclerView = findViewById(R.id.recyclerView);
        // 给每个item添加分割线
        recyclerView.addItemDecoration(new DividerItemDecoration(this, DividerItemDecoration.VERTICAL));//垂直分割线
//        recyclerView.addItemDecoration(new DividerItemDecoration(this, DividerItemDecoration.HORIZONTAL));//水平分割线
        // 如果可以确定每个item的高度是固定的，设置这个选项可以提高性能
        recyclerView.setHasFixedSize(true);
        // 设置item增加和移除的动画
        recyclerView.setItemAnimator(new DefaultItemAnimator());

        // 设置布局管理器
        //线性
        LinearLayoutManager layoutManager = new LinearLayoutManager(this);//默认竖直
//        layoutManager.setOrientation(LinearLayoutManager.HORIZONTAL);//水平
        //网格
//        GridLayoutManager layoutManager = new GridLayoutManager(this,4);
        //瀑布流,可以在适配器的onBindViewHolder方法中为我们的item设置个随机的高度
//        StaggeredGridLayoutManager layoutManager = new StaggeredGridLayoutManager(4,StaggeredGridLayoutManager.VERTICAL);//参数控制水平还是垂直滑动
        recyclerView.setLayoutManager(layoutManager);

        //绑定适配器
        adapter = new TextAdapter(this, stringList);
        recyclerView.setAdapter(adapter);
    }

    @Override
    public void initListener() {

    }

    @Override
    public void viewsClick(View view) {

    }

    @Override
    public void onRefresh() {
        //刷新
        // 模拟一些比较耗时的操作，比如联网获取数据，需要放到子线程去执行
        new Handler().postDelayed(new Runnable() {
            @Override
            public void run() {
                refreshData();
                swipeLayout.setRefreshing(false);
            }
        }, 4000);
    }

    //简单示例，手动添加数据
    private void refreshData() {
        stringList.add("我很帅");
        adapter.notifyDataSetChanged();
    }
}