我重写了@Udinic答案，以便代码自动生成表创建查询。它也不需要ConnectionSource。它还必须在事务中完成此操作。

public static String getOneTableDbSchema(SQLiteDatabase db, String tableName) {
    Cursor c = db.rawQuery(
            "SELECT * FROM `sqlite_master` WHERE `type` = 'table' AND `name` = '" + tableName + "'", null);
    String result = null;
    if (c.moveToFirst()) {
        result = c.getString(c.getColumnIndex("sql"));
    }
    c.close();
    return result;
}

public List<String> getTableColumns(SQLiteDatabase db, String tableName) {
    ArrayList<String> columns = new ArrayList<>();
    String cmd = "pragma table_info(" + tableName + ");";
    Cursor cur = db.rawQuery(cmd, null);

    while (cur.moveToNext()) {
        columns.add(cur.getString(cur.getColumnIndex("name")));
    }
    cur.close();

    return columns;
}

private void dropColumn(SQLiteDatabase db, String tableName, String[] columnsToRemove) {
    db.beginTransaction();
    try {
        List<String> columnNamesWithoutRemovedOnes = getTableColumns(db, tableName);
        // Remove the columns we don't want anymore from the table's list of columns
        columnNamesWithoutRemovedOnes.removeAll(Arrays.asList(columnsToRemove));

        String newColumnNamesSeparated = TextUtils.join(" , ", columnNamesWithoutRemovedOnes);
        String sql = getOneTableDbSchema(db, tableName);
        // Extract the SQL query that contains only columns
        String oldColumnsSql = sql.substring(sql.indexOf("(")+1, sql.lastIndexOf(")"));

        db.execSQL("ALTER TABLE " + tableName + " RENAME TO " + tableName + "_old;");
        db.execSQL("CREATE TABLE `" + tableName + "` (" + getSqlWithoutRemovedColumns(oldColumnsSql, columnsToRemove)+ ");");
        db.execSQL("INSERT INTO " + tableName + "(" + newColumnNamesSeparated + ") SELECT " + newColumnNamesSeparated + " FROM " + tableName + "_old;");
        db.execSQL("DROP TABLE " + tableName + "_old;");
        db.setTransactionSuccessful();
    } catch {
        //Error in between database transaction 
    } finally {
        db.endTransaction();
    }


}

我已经改进了user2638929回答，现在它可以保留列类型，主键，默认值等。

public static void dropColumns(SQLiteDatabase database, String tableName, Collection<String> columnsToRemove){
    List<String> columnNames = new ArrayList<>();
    List<String> columnNamesWithType = new ArrayList<>();
    List<String> primaryKeys = new ArrayList<>();
    String query = "pragma table_info(" + tableName + ");";
    Cursor cursor = database.rawQuery(query,null);
    while (cursor.moveToNext()){
        String columnName = cursor.getString(cursor.getColumnIndex("name"));

        if (columnsToRemove.contains(columnName)){
            continue;
        }

        String columnType = cursor.getString(cursor.getColumnIndex("type"));
        boolean isNotNull = cursor.getInt(cursor.getColumnIndex("notnull")) == 1;
        boolean isPk = cursor.getInt(cursor.getColumnIndex("pk")) == 1;

        columnNames.add(columnName);
        String tmp = "`" + columnName + "` " + columnType + " ";
        if (isNotNull){
            tmp += " NOT NULL ";
        }

        int defaultValueType = cursor.getType(cursor.getColumnIndex("dflt_value"));
        if (defaultValueType == Cursor.FIELD_TYPE_STRING){
            tmp += " DEFAULT " + "\"" + cursor.getString(cursor.getColumnIndex("dflt_value")) + "\" ";
        }else if(defaultValueType == Cursor.FIELD_TYPE_INTEGER){
            tmp += " DEFAULT " + cursor.getInt(cursor.getColumnIndex("dflt_value")) + " ";
        }else if (defaultValueType == Cursor.FIELD_TYPE_FLOAT){
            tmp += " DEFAULT " + cursor.getFloat(cursor.getColumnIndex("dflt_value")) + " ";
        }
        columnNamesWithType.add(tmp);
        if (isPk){
            primaryKeys.add("`" + columnName + "`");
        }
    }
    cursor.close();

    String columnNamesSeparated = TextUtils.join(", ", columnNames);
    if (primaryKeys.size() > 0){
        columnNamesWithType.add("PRIMARY KEY("+ TextUtils.join(", ", primaryKeys) +")");
    }
    String columnNamesWithTypeSeparated = TextUtils.join(", ", columnNamesWithType);

    database.beginTransaction();
    try {
        database.execSQL("ALTER TABLE " + tableName + " RENAME TO " + tableName + "_old;");
        database.execSQL("CREATE TABLE " + tableName + " (" + columnNamesWithTypeSeparated + ");");
        database.execSQL("INSERT INTO " + tableName + " (" + columnNamesSeparated + ") SELECT "
                + columnNamesSeparated + " FROM " + tableName + "_old;");
        database.execSQL("DROP TABLE " + tableName + "_old;");
        database.setTransactionSuccessful();
    }finally {
        database.endTransaction();
    }
}

PS:这里我使用的是android.arch.persistence.db。支持sqlitedatabase，但你可以很容易地修改它使用android.database.sqlite.SQLiteDatabase

在SQLite 3中不能删除特定的列。参见FAQ。

DB Browser for SQLite允许您添加或删除列。

在主视图中，选择Database Structure，单击表名。一个按钮Modify Table被启用，它会打开一个新窗口，您可以在其中选择列/字段并删除它。

基于http://www.sqlite.org/faq.html#q11上的信息在Python中实现。

import sqlite3 as db
import random
import string

QUERY_TEMPLATE_GET_COLUMNS = "PRAGMA table_info(@table_name)"
QUERY_TEMPLATE_DROP_COLUMN = """
  BEGIN TRANSACTION;
  CREATE TEMPORARY TABLE @tmp_table(@columns_to_keep);
  INSERT INTO @tmp_table SELECT @columns_to_keep FROM @table_name;
  DROP TABLE @table_name;
  CREATE TABLE @table_name(@columns_to_keep);
  INSERT INTO @table_name SELECT @columns_to_keep FROM @tmp_table;
  DROP TABLE @tmp_table;
  COMMIT;
"""

def drop_column(db_file, table_name, column_name):
    con = db.connect(db_file)
    QUERY_GET_COLUMNS = QUERY_TEMPLATE_GET_COLUMNS.replace("@table_name", table_name)
    query_res = con.execute(QUERY_GET_COLUMNS).fetchall()
    columns_list_to_keep = [i[1] for i in query_res if i[1] != column_name]
    columns_to_keep = ",".join(columns_list_to_keep)
    tmp_table = "tmp_%s" % "".join(random.sample(string.ascii_lowercase, 10))
    QUERY_DROP_COLUMN = QUERY_TEMPLATE_DROP_COLUMN.replace("@table_name", table_name)\
        .replace("@tmp_table", tmp_table).replace("@columns_to_keep", columns_to_keep)
    con.executescript(QUERY_DROP_COLUMN)
    con.close()

drop_column(DB_FILE, TABLE_NAME, COLUMN_NAME)

这个脚本首先创建随机的临时表，并只插入必要列的数据，除了将要删除的列。然后根据临时表恢复原表，删除临时表。

至少在3.37.0版本，sqlite3支持DROP COLUMN