// Copyright 2015-2017 Parity Technologies (UK) Ltd. // This file is part of Parity. // Parity is free software: you can redistribute it and/or modify // it under the terms of the GNU General Public License as published by // the Free Software Foundation, either version 3 of the License, or // (at your option) any later version. // Parity is distributed in the hope that it will be useful, // but WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the // GNU General Public License for more details. // You should have received a copy of the GNU General Public License // along with Parity. If not, see . #[macro_use] extern crate log; extern crate elastic_array; extern crate parking_lot; extern crate regex; extern crate rocksdb; extern crate ethcore_bigint as bigint; extern crate kvdb; extern crate rlp; use std::collections::HashMap; use std::marker::PhantomData; use std::path::{PathBuf, Path}; use std::{mem, fs, io}; use parking_lot::{Mutex, MutexGuard, RwLock}; use rocksdb::{ DB, Writable, WriteBatch, WriteOptions, IteratorMode, DBIterator, Options, DBCompactionStyle, BlockBasedOptions, Direction, Cache, Column, ReadOptions }; use elastic_array::ElasticArray32; use rlp::{UntrustedRlp, RlpType, Compressible}; use kvdb::{KeyValueDB, DBTransaction, DBValue, DBOp, Result}; #[cfg(target_os = "linux")] use regex::Regex; #[cfg(target_os = "linux")] use std::process::Command; #[cfg(target_os = "linux")] use std::fs::File; const DB_BACKGROUND_FLUSHES: i32 = 2; const DB_BACKGROUND_COMPACTIONS: i32 = 2; const DB_WRITE_BUFFER_SIZE: usize = 2048 * 1000; enum KeyState { Insert(DBValue), InsertCompressed(DBValue), Delete, } /// Compaction profile for the database settings #[derive(Clone, Copy, PartialEq, Debug)] pub struct CompactionProfile { /// L0-L1 target file size pub initial_file_size: u64, /// L2-LN target file size multiplier pub file_size_multiplier: i32, /// rate limiter for background flushes and compactions, bytes/sec, if any pub write_rate_limit: Option, } impl Default for CompactionProfile { /// Default profile suitable for most storage fn default() -> CompactionProfile { CompactionProfile::ssd() } } /// Given output of df command return Linux rotational flag file path. #[cfg(target_os = "linux")] pub fn rotational_from_df_output(df_out: Vec) -> Option { use std::str; str::from_utf8(df_out.as_slice()) .ok() // Get the drive name. .and_then(|df_str| Regex::new(r"/dev/(sd[:alpha:]{1,2})") .ok() .and_then(|re| re.captures(df_str)) .and_then(|captures| captures.get(1))) // Generate path e.g. /sys/block/sda/queue/rotational .map(|drive_path| { let mut p = PathBuf::from("/sys/block"); p.push(drive_path.as_str()); p.push("queue/rotational"); p }) } impl CompactionProfile { /// Attempt to determine the best profile automatically, only Linux for now. #[cfg(target_os = "linux")] pub fn auto(db_path: &Path) -> CompactionProfile { use std::io::Read; let hdd_check_file = db_path .to_str() .and_then(|path_str| Command::new("df").arg(path_str).output().ok()) .and_then(|df_res| match df_res.status.success() { true => Some(df_res.stdout), false => None, }) .and_then(rotational_from_df_output); // Read out the file and match compaction profile. if let Some(hdd_check) = hdd_check_file { if let Ok(mut file) = File::open(hdd_check.as_path()) { let mut buffer = [0; 1]; if file.read_exact(&mut buffer).is_ok() { // 0 means not rotational. if buffer == [48] { return Self::ssd(); } // 1 means rotational. if buffer == [49] { return Self::hdd(); } } } } // Fallback if drive type was not determined. Self::default() } /// Just default for other platforms. #[cfg(not(target_os = "linux"))] pub fn auto(_db_path: &Path) -> CompactionProfile { Self::default() } /// Default profile suitable for SSD storage pub fn ssd() -> CompactionProfile { CompactionProfile { initial_file_size: 32 * 1024 * 1024, file_size_multiplier: 2, write_rate_limit: None, } } /// Slow HDD compaction profile pub fn hdd() -> CompactionProfile { CompactionProfile { initial_file_size: 192 * 1024 * 1024, file_size_multiplier: 1, write_rate_limit: Some(8 * 1024 * 1024), } } } /// Database configuration #[derive(Clone)] pub struct DatabaseConfig { /// Max number of open files. pub max_open_files: i32, /// Cache sizes (in MiB) for specific columns. pub cache_sizes: HashMap, usize>, /// Compaction profile pub compaction: CompactionProfile, /// Set number of columns pub columns: Option, /// Should we keep WAL enabled? pub wal: bool, } impl DatabaseConfig { /// Create new `DatabaseConfig` with default parameters and specified set of columns. /// Note that cache sizes must be explicitly set. pub fn with_columns(columns: Option) -> Self { let mut config = Self::default(); config.columns = columns; config } /// Set the column cache size in MiB. pub fn set_cache(&mut self, col: Option, size: usize) { self.cache_sizes.insert(col, size); } } impl Default for DatabaseConfig { fn default() -> DatabaseConfig { DatabaseConfig { cache_sizes: HashMap::new(), max_open_files: 512, compaction: CompactionProfile::default(), columns: None, wal: true, } } } /// Database iterator (for flushed data only) // The compromise of holding only a virtual borrow vs. holding a lock on the // inner DB (to prevent closing via restoration) may be re-evaluated in the future. // pub struct DatabaseIterator<'a> { iter: DBIterator, _marker: PhantomData<&'a Database>, } impl<'a> Iterator for DatabaseIterator<'a> { type Item = (Box<[u8]>, Box<[u8]>); fn next(&mut self) -> Option { self.iter.next() } } struct DBAndColumns { db: DB, cfs: Vec, } // get column family configuration from database config. fn col_config(col: u32, config: &DatabaseConfig) -> Options { // default cache size for columns not specified. const DEFAULT_CACHE: usize = 2; let mut opts = Options::new(); opts.set_compaction_style(DBCompactionStyle::DBUniversalCompaction); opts.set_target_file_size_base(config.compaction.initial_file_size); opts.set_target_file_size_multiplier(config.compaction.file_size_multiplier); opts.set_db_write_buffer_size(DB_WRITE_BUFFER_SIZE); let col_opt = config.columns.map(|_| col); { let cache_size = config.cache_sizes.get(&col_opt).cloned().unwrap_or(DEFAULT_CACHE); let mut block_opts = BlockBasedOptions::new(); // all goes to read cache. block_opts.set_cache(Cache::new(cache_size * 1024 * 1024)); opts.set_block_based_table_factory(&block_opts); } opts } /// Key-Value database. pub struct Database { db: RwLock>, config: DatabaseConfig, write_opts: WriteOptions, read_opts: ReadOptions, path: String, // Dirty values added with `write_buffered`. Cleaned on `flush`. overlay: RwLock, KeyState>>>, // Values currently being flushed. Cleared when `flush` completes. flushing: RwLock, KeyState>>>, // Prevents concurrent flushes. // Value indicates if a flush is in progress. flushing_lock: Mutex, } impl Database { /// Open database with default settings. pub fn open_default(path: &str) -> Result { Database::open(&DatabaseConfig::default(), path) } /// Open database file. Creates if it does not exist. pub fn open(config: &DatabaseConfig, path: &str) -> Result { let mut opts = Options::new(); if let Some(rate_limit) = config.compaction.write_rate_limit { opts.set_parsed_options(&format!("rate_limiter_bytes_per_sec={}", rate_limit))?; } opts.set_parsed_options(&format!("max_total_wal_size={}", 64 * 1024 * 1024))?; opts.set_parsed_options("verify_checksums_in_compaction=0")?; opts.set_parsed_options("keep_log_file_num=1")?; opts.set_max_open_files(config.max_open_files); opts.create_if_missing(true); opts.set_use_fsync(false); opts.set_db_write_buffer_size(DB_WRITE_BUFFER_SIZE); opts.set_max_background_flushes(DB_BACKGROUND_FLUSHES); opts.set_max_background_compactions(DB_BACKGROUND_COMPACTIONS); // compaction settings opts.set_compaction_style(DBCompactionStyle::DBUniversalCompaction); opts.set_target_file_size_base(config.compaction.initial_file_size); opts.set_target_file_size_multiplier(config.compaction.file_size_multiplier); let mut cf_options = Vec::with_capacity(config.columns.unwrap_or(0) as usize); let cfnames: Vec<_> = (0..config.columns.unwrap_or(0)).map(|c| format!("col{}", c)).collect(); let cfnames: Vec<&str> = cfnames.iter().map(|n| n as &str).collect(); for col in 0 .. config.columns.unwrap_or(0) { cf_options.push(col_config(col, &config)); } let mut write_opts = WriteOptions::new(); if !config.wal { write_opts.disable_wal(true); } let mut read_opts = ReadOptions::new(); read_opts.set_verify_checksums(false); let mut cfs: Vec = Vec::new(); let db = match config.columns { Some(columns) => { match DB::open_cf(&opts, path, &cfnames, &cf_options) { Ok(db) => { cfs = cfnames.iter().map(|n| db.cf_handle(n) .expect("rocksdb opens a cf_handle for each cfname; qed")).collect(); assert!(cfs.len() == columns as usize); Ok(db) } Err(_) => { // retry and create CFs match DB::open_cf(&opts, path, &[], &[]) { Ok(mut db) => { cfs = cfnames.iter().enumerate().map(|(i, n)| db.create_cf(n, &cf_options[i])).collect::<::std::result::Result<_, _>>()?; Ok(db) }, err @ Err(_) => err, } } } }, None => DB::open(&opts, path) }; let db = match db { Ok(db) => db, Err(ref s) if s.starts_with("Corruption:") => { info!("{}", s); info!("Attempting DB repair for {}", path); DB::repair(&opts, path)?; match cfnames.is_empty() { true => DB::open(&opts, path)?, false => DB::open_cf(&opts, path, &cfnames, &cf_options)? } }, Err(s) => { return Err(s.into()); } }; let num_cols = cfs.len(); Ok(Database { db: RwLock::new(Some(DBAndColumns{ db: db, cfs: cfs })), config: config.clone(), write_opts: write_opts, overlay: RwLock::new((0..(num_cols + 1)).map(|_| HashMap::new()).collect()), flushing: RwLock::new((0..(num_cols + 1)).map(|_| HashMap::new()).collect()), flushing_lock: Mutex::new((false)), path: path.to_owned(), read_opts: read_opts, }) } /// Helper to create new transaction for this database. pub fn transaction(&self) -> DBTransaction { DBTransaction::new() } fn to_overlay_column(col: Option) -> usize { col.map_or(0, |c| (c + 1) as usize) } /// Commit transaction to database. pub fn write_buffered(&self, tr: DBTransaction) { let mut overlay = self.overlay.write(); let ops = tr.ops; for op in ops { match op { DBOp::Insert { col, key, value } => { let c = Self::to_overlay_column(col); overlay[c].insert(key, KeyState::Insert(value)); }, DBOp::InsertCompressed { col, key, value } => { let c = Self::to_overlay_column(col); overlay[c].insert(key, KeyState::InsertCompressed(value)); }, DBOp::Delete { col, key } => { let c = Self::to_overlay_column(col); overlay[c].insert(key, KeyState::Delete); }, } }; } /// Commit buffered changes to database. Must be called under `flush_lock` fn write_flushing_with_lock(&self, _lock: &mut MutexGuard) -> Result<()> { match *self.db.read() { Some(DBAndColumns { ref db, ref cfs }) => { let batch = WriteBatch::new(); mem::swap(&mut *self.overlay.write(), &mut *self.flushing.write()); { for (c, column) in self.flushing.read().iter().enumerate() { for (ref key, ref state) in column.iter() { match **state { KeyState::Delete => { if c > 0 { batch.delete_cf(cfs[c - 1], &key)?; } else { batch.delete(&key)?; } }, KeyState::Insert(ref value) => { if c > 0 { batch.put_cf(cfs[c - 1], &key, value)?; } else { batch.put(&key, &value)?; } }, KeyState::InsertCompressed(ref value) => { let compressed = UntrustedRlp::new(&value).compress(RlpType::Blocks); if c > 0 { batch.put_cf(cfs[c - 1], &key, &compressed)?; } else { batch.put(&key, &value)?; } } } } } } db.write_opt(batch, &self.write_opts)?; for column in self.flushing.write().iter_mut() { column.clear(); column.shrink_to_fit(); } Ok(()) }, None => Err("Database is closed".into()) } } /// Commit buffered changes to database. pub fn flush(&self) -> Result<()> { let mut lock = self.flushing_lock.lock(); // If RocksDB batch allocation fails the thread gets terminated and the lock is released. // The value inside the lock is used to detect that. if *lock { // This can only happen if another flushing thread is terminated unexpectedly. return Err("Database write failure. Running low on memory perhaps?".into()); } *lock = true; let result = self.write_flushing_with_lock(&mut lock); *lock = false; result } /// Commit transaction to database. pub fn write(&self, tr: DBTransaction) -> Result<()> { match *self.db.read() { Some(DBAndColumns { ref db, ref cfs }) => { let batch = WriteBatch::new(); let ops = tr.ops; for op in ops { match op { DBOp::Insert { col, key, value } => { col.map_or_else(|| batch.put(&key, &value), |c| batch.put_cf(cfs[c as usize], &key, &value))? }, DBOp::InsertCompressed { col, key, value } => { let compressed = UntrustedRlp::new(&value).compress(RlpType::Blocks); col.map_or_else(|| batch.put(&key, &compressed), |c| batch.put_cf(cfs[c as usize], &key, &compressed))? }, DBOp::Delete { col, key } => { col.map_or_else(|| batch.delete(&key), |c| batch.delete_cf(cfs[c as usize], &key))? }, } } db.write_opt(batch, &self.write_opts).map_err(Into::into) }, None => Err("Database is closed".into()) } } /// Get value by key. pub fn get(&self, col: Option, key: &[u8]) -> Result> { match *self.db.read() { Some(DBAndColumns { ref db, ref cfs }) => { let overlay = &self.overlay.read()[Self::to_overlay_column(col)]; match overlay.get(key) { Some(&KeyState::Insert(ref value)) | Some(&KeyState::InsertCompressed(ref value)) => Ok(Some(value.clone())), Some(&KeyState::Delete) => Ok(None), None => { let flushing = &self.flushing.read()[Self::to_overlay_column(col)]; match flushing.get(key) { Some(&KeyState::Insert(ref value)) | Some(&KeyState::InsertCompressed(ref value)) => Ok(Some(value.clone())), Some(&KeyState::Delete) => Ok(None), None => { col.map_or_else( || db.get_opt(key, &self.read_opts).map(|r| r.map(|v| DBValue::from_slice(&v))), |c| db.get_cf_opt(cfs[c as usize], key, &self.read_opts).map(|r| r.map(|v| DBValue::from_slice(&v)))) .map_err(Into::into) }, } }, } }, None => Ok(None), } } /// Get value by partial key. Prefix size should match configured prefix size. Only searches flushed values. // TODO: support prefix seek for unflushed data pub fn get_by_prefix(&self, col: Option, prefix: &[u8]) -> Option> { self.iter_from_prefix(col, prefix).and_then(|mut iter| { match iter.next() { // TODO: use prefix_same_as_start read option (not availabele in C API currently) Some((k, v)) => if k[0 .. prefix.len()] == prefix[..] { Some(v) } else { None }, _ => None } }) } /// Get database iterator for flushed data. pub fn iter(&self, col: Option) -> Option { //TODO: iterate over overlay match *self.db.read() { Some(DBAndColumns { ref db, ref cfs }) => { let iter = col.map_or_else( || db.iterator_opt(IteratorMode::Start, &self.read_opts), |c| db.iterator_cf_opt(cfs[c as usize], IteratorMode::Start, &self.read_opts) .expect("iterator params are valid; qed") ); Some(DatabaseIterator { iter: iter, _marker: PhantomData, }) }, None => None, } } fn iter_from_prefix(&self, col: Option, prefix: &[u8]) -> Option { match *self.db.read() { Some(DBAndColumns { ref db, ref cfs }) => { let iter = col.map_or_else(|| db.iterator_opt(IteratorMode::From(prefix, Direction::Forward), &self.read_opts), |c| db.iterator_cf_opt(cfs[c as usize], IteratorMode::From(prefix, Direction::Forward), &self.read_opts) .expect("iterator params are valid; qed")); Some(DatabaseIterator { iter: iter, _marker: PhantomData, }) }, None => None, } } /// Close the database fn close(&self) { *self.db.write() = None; self.overlay.write().clear(); self.flushing.write().clear(); } /// Restore the database from a copy at given path. pub fn restore(&self, new_db: &str) -> Result<()> { self.close(); let mut backup_db = PathBuf::from(&self.path); backup_db.pop(); backup_db.push("backup_db"); let existed = match fs::rename(&self.path, &backup_db) { Ok(_) => true, Err(e) => if let io::ErrorKind::NotFound = e.kind() { false } else { return Err(e.into()); } }; match fs::rename(&new_db, &self.path) { Ok(_) => { // clean up the backup. if existed { fs::remove_dir_all(&backup_db)?; } } Err(e) => { // restore the backup. if existed { fs::rename(&backup_db, &self.path)?; } return Err(e.into()) } } // reopen the database and steal handles into self let db = Self::open(&self.config, &self.path)?; *self.db.write() = mem::replace(&mut *db.db.write(), None); *self.overlay.write() = mem::replace(&mut *db.overlay.write(), Vec::new()); *self.flushing.write() = mem::replace(&mut *db.flushing.write(), Vec::new()); Ok(()) } /// The number of non-default column families. pub fn num_columns(&self) -> u32 { self.db.read().as_ref() .and_then(|db| if db.cfs.is_empty() { None } else { Some(db.cfs.len()) } ) .map(|n| n as u32) .unwrap_or(0) } /// Drop a column family. pub fn drop_column(&self) -> Result<()> { match *self.db.write() { Some(DBAndColumns { ref mut db, ref mut cfs }) => { if let Some(col) = cfs.pop() { let name = format!("col{}", cfs.len()); drop(col); db.drop_cf(&name)?; } Ok(()) }, None => Ok(()), } } /// Add a column family. pub fn add_column(&self) -> Result<()> { match *self.db.write() { Some(DBAndColumns { ref mut db, ref mut cfs }) => { let col = cfs.len() as u32; let name = format!("col{}", col); cfs.push(db.create_cf(&name, &col_config(col, &self.config))?); Ok(()) }, None => Ok(()), } } } // duplicate declaration of methods here to avoid trait import in certain existing cases // at time of addition. impl KeyValueDB for Database { fn get(&self, col: Option, key: &[u8]) -> Result> { Database::get(self, col, key) } fn get_by_prefix(&self, col: Option, prefix: &[u8]) -> Option> { Database::get_by_prefix(self, col, prefix) } fn write_buffered(&self, transaction: DBTransaction) { Database::write_buffered(self, transaction) } fn write(&self, transaction: DBTransaction) -> Result<()> { Database::write(self, transaction) } fn flush(&self) -> Result<()> { Database::flush(self) } fn iter<'a>(&'a self, col: Option) -> Box, Box<[u8]>)> + 'a> { let unboxed = Database::iter(self, col); Box::new(unboxed.into_iter().flat_map(|inner| inner)) } fn iter_from_prefix<'a>(&'a self, col: Option, prefix: &'a [u8]) -> Box, Box<[u8]>)> + 'a> { let unboxed = Database::iter_from_prefix(self, col, prefix); Box::new(unboxed.into_iter().flat_map(|inner| inner)) } fn restore(&self, new_db: &str) -> Result<()> { Database::restore(self, new_db) } } impl Drop for Database { fn drop(&mut self) { // write all buffered changes if we can. let _ = self.flush(); } } #[cfg(test)] mod tests { extern crate tempdir; use std::str::FromStr; use self::tempdir::TempDir; use bigint::hash::H256; use super::*; fn test_db(config: &DatabaseConfig) { let tempdir = TempDir::new("").unwrap(); let db = Database::open(config, tempdir.path().to_str().unwrap()).unwrap(); let key1 = H256::from_str("02c69be41d0b7e40352fc85be1cd65eb03d40ef8427a0ca4596b1ead9a00e9fc").unwrap(); let key2 = H256::from_str("03c69be41d0b7e40352fc85be1cd65eb03d40ef8427a0ca4596b1ead9a00e9fc").unwrap(); let key3 = H256::from_str("01c69be41d0b7e40352fc85be1cd65eb03d40ef8427a0ca4596b1ead9a00e9fc").unwrap(); let mut batch = db.transaction(); batch.put(None, &key1, b"cat"); batch.put(None, &key2, b"dog"); db.write(batch).unwrap(); assert_eq!(&*db.get(None, &key1).unwrap().unwrap(), b"cat"); let contents: Vec<_> = db.iter(None).into_iter().flat_map(|inner| inner).collect(); assert_eq!(contents.len(), 2); assert_eq!(&*contents[0].0, &*key1); assert_eq!(&*contents[0].1, b"cat"); assert_eq!(&*contents[1].0, &*key2); assert_eq!(&*contents[1].1, b"dog"); let mut batch = db.transaction(); batch.delete(None, &key1); db.write(batch).unwrap(); assert!(db.get(None, &key1).unwrap().is_none()); let mut batch = db.transaction(); batch.put(None, &key1, b"cat"); db.write(batch).unwrap(); let mut transaction = db.transaction(); transaction.put(None, &key3, b"elephant"); transaction.delete(None, &key1); db.write(transaction).unwrap(); assert!(db.get(None, &key1).unwrap().is_none()); assert_eq!(&*db.get(None, &key3).unwrap().unwrap(), b"elephant"); assert_eq!(&*db.get_by_prefix(None, &key3).unwrap(), b"elephant"); assert_eq!(&*db.get_by_prefix(None, &key2).unwrap(), b"dog"); let mut transaction = db.transaction(); transaction.put(None, &key1, b"horse"); transaction.delete(None, &key3); db.write_buffered(transaction); assert!(db.get(None, &key3).unwrap().is_none()); assert_eq!(&*db.get(None, &key1).unwrap().unwrap(), b"horse"); db.flush().unwrap(); assert!(db.get(None, &key3).unwrap().is_none()); assert_eq!(&*db.get(None, &key1).unwrap().unwrap(), b"horse"); } #[test] fn kvdb() { let tempdir = TempDir::new("").unwrap(); let _ = Database::open_default(tempdir.path().to_str().unwrap()).unwrap(); test_db(&DatabaseConfig::default()); } #[test] #[cfg(target_os = "linux")] fn df_to_rotational() { use std::path::PathBuf; // Example df output. let example_df = vec![70, 105, 108, 101, 115, 121, 115, 116, 101, 109, 32, 32, 32, 32, 32, 49, 75, 45, 98, 108, 111, 99, 107, 115, 32, 32, 32, 32, 32, 85, 115, 101, 100, 32, 65, 118, 97, 105, 108, 97, 98, 108, 101, 32, 85, 115, 101, 37, 32, 77, 111, 117, 110, 116, 101, 100, 32, 111, 110, 10, 47, 100, 101, 118, 47, 115, 100, 97, 49, 32, 32, 32, 32, 32, 32, 32, 54, 49, 52, 48, 57, 51, 48, 48, 32, 51, 56, 56, 50, 50, 50, 51, 54, 32, 32, 49, 57, 52, 52, 52, 54, 49, 54, 32, 32, 54, 55, 37, 32, 47, 10]; let expected_output = Some(PathBuf::from("/sys/block/sda/queue/rotational")); assert_eq!(rotational_from_df_output(example_df), expected_output); } #[test] fn add_columns() { let config = DatabaseConfig::default(); let config_5 = DatabaseConfig::with_columns(Some(5)); let tempdir = TempDir::new("").unwrap(); // open empty, add 5. { let db = Database::open(&config, tempdir.path().to_str().unwrap()).unwrap(); assert_eq!(db.num_columns(), 0); for i in 0..5 { db.add_column().unwrap(); assert_eq!(db.num_columns(), i + 1); } } // reopen as 5. { let db = Database::open(&config_5, tempdir.path().to_str().unwrap()).unwrap(); assert_eq!(db.num_columns(), 5); } } #[test] fn drop_columns() { let config = DatabaseConfig::default(); let config_5 = DatabaseConfig::with_columns(Some(5)); let tempdir = TempDir::new("").unwrap(); // open 5, remove all. { let db = Database::open(&config_5, tempdir.path().to_str().unwrap()).unwrap(); assert_eq!(db.num_columns(), 5); for i in (0..5).rev() { db.drop_column().unwrap(); assert_eq!(db.num_columns(), i); } } // reopen as 0. { let db = Database::open(&config, tempdir.path().to_str().unwrap()).unwrap(); assert_eq!(db.num_columns(), 0); } } }