Android: Handling very large data sets in ContentP

I am using a ContentProvider to query a database and return a Cursor that is used in a CursorLoader:

ItemsActivity:

public class ItemsActivity extends SherlockActivity implements LoaderCallbacks<Cursor> {

    @Override
    public void onCreate(Bundle savedInstance) {
        ....
        getSupportLoaderManager().initLoader(LOADER_ID, null, this);
        ...
    }

    @Override
    public Loader<Cursor> onCreateLoader(int loaderId, Bundle bundle) {
        return new CursorLoader(getApplicationContext(), itemsListUri, ...); 
    }

    ...
}

ItemsContentProvider:

public Cursor query(Uri uri, String[] projection, String selection, ...) {
    SqliteQueryBuilder builder = new SqliteQueryBuilder();
    builder.setTables(ItemsTable.NAME);
    return builder.query(db, projection, selection, ...);
}

The activity has a ListView, and I am using a CursorAdapter (updated via the LoaderCallbacks) to represent the data within the cursor.

This is working fine, until I need to lookup the items in a large data set (for example, over 30,000 rows). Observing the logs I see that the lookup exceeds memory limits and some rows are dropped from the resulting cursor.

My question: what is the best way of handling very large datasets when using cursors like this?

My current solution is to break up the SQLite query in the ContentProvider into a sequence of queries with offsets and limits, then combine these queries using the MergeCursor class:

private static final int LIMIT = 5000;

// Ignoring projection, selection, etc for simplicity here
public Cursor query(Uri uri, String projection, String selection, ...) {
  List<Cursor> cursors = newList();
  int offset = 0;
  Cursor c = db.rawQuery("select * from items limit " + LIMIT + " offset " + offset, null);
  while (c.getCount() > 0) {
    cursors.add(c);
    offset += c.getCount();
    c = db.rawQuery("select * from items limit " + LIMIT + " offset " + offset, null);
  }
  return createMergedCursor(cursors);
}

private Cursor createMergedCursors(List<Cursor> cursors) {
    if (cursors.size() == 1) {
        return cursors.get(0);
    }
    return new MergeCursor(toCursorsArray(cursors));
}

This will load all the data, but there's a long delay while doing the lookups for the first time. The list view is empty for about 5 seconds while multiple queries are performed.

Note that when I try a single lookup (rather than batched lookups), the loading is almost instantaneous, although there are slight pauses when scrolling the list as memory limits are reached.

So:

Using a single query: fast list view updating, but scrolling pauses and memory limits reached.

Using batched queries: slow list view updating, but scrolling is smooth and no memory limits reached.

I'm wondering if there's a better solution that will update the list view quickly, but will also fetch more data as required when scrolling the list.

Android 4.2.1, Nexus 7

回答1:

Mobile devices are not designed to handle these amounts of data.

However, if you really want to inflict such a large scrolling list on your poor users, you can design it as a virtual list where entries are loaded only on demand; see Android Endless List.

Note: Using the OFFSET clause is inefficient; see Scrolling Cursor for details.

回答2:

I agree with CL that you shouldn't do this. This isn't a good idea on mobile and neither is it on desktops. Who wants to scroll 30000 elements? What for? Most probably the user is looking for one result only, isn't she? So provide an easy way to filter the result set.

Until the result set is small enough to be actually usable (this is not the same as the list scrolling fine - it's probably a much smaller number of results) you simply should display the total number of hits for the current query and maybe some elements as a sample to the user. The user must filter the list to get to actually usable sizes.