1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
//! Persistent accounts are stored in below path location:
//!  <path>/<pid>/data/
//!
//! The persistent store would allow for this mode of operation:
//!  - Concurrent single thread append with many concurrent readers.
//!
//! The underlying memory is memory mapped to a file. The accounts would be
//! stored across multiple files and the mappings of file and offset of a
//! particular account would be stored in a shared index. This will allow for
//! concurrent commits without blocking reads, which will sequentially write
//! to memory, ssd or disk, and should be as fast as the hardware allow for.
//! The only required in memory data structure with a write lock is the index,
//! which should be fast to update.
//!
//! AppendVec's only store accounts for single forks.  To bootstrap the
//! index from a persistent store of AppendVec's, the entries include
//! a "write_version".  A single global atomic `AccountsDB::write_version`
//! tracks the number of commits to the entire data store. So the latest
//! commit for each fork entry would be indexed.

use crate::accounts_index::{AccountsIndex, Fork};
use crate::append_vec::{AppendVec, StorageMeta, StoredAccount};
use hashbrown::{HashMap, HashSet};
use log::*;
use rand::{thread_rng, Rng};
use rayon::prelude::*;
use solana_sdk::account::Account;
use solana_sdk::pubkey::Pubkey;
use std::fs::{create_dir_all, remove_dir_all};
use std::path::Path;
use std::sync::atomic::{AtomicUsize, Ordering};
use std::sync::{Arc, RwLock};

const ACCOUNT_DATA_FILE_SIZE: u64 = 64 * 1024 * 1024;
const ACCOUNT_DATA_FILE: &str = "data";

#[derive(Debug, Default)]
pub struct ErrorCounters {
    pub account_not_found: usize,
    pub account_in_use: usize,
    pub account_loaded_twice: usize,
    pub blockhash_not_found: usize,
    pub blockhash_too_old: usize,
    pub reserve_blockhash: usize,
    pub invalid_account_for_fee: usize,
    pub insufficient_funds: usize,
    pub invalid_account_index: usize,
    pub duplicate_signature: usize,
    pub call_chain_too_deep: usize,
    pub missing_signature_for_fee: usize,
}

#[derive(Default, Clone)]
pub struct AccountInfo {
    /// index identifying the append storage
    id: AppendVecId,

    /// offset into the storage
    offset: usize,

    /// lamports in the account used when squashing kept for optimization
    /// purposes to remove accounts with zero balance.
    lamports: u64,
}
/// An offset into the AccountsDB::storage vector
type AppendVecId = usize;
pub type AccountStorage = HashMap<usize, Arc<AccountStorageEntry>>;
pub type InstructionAccounts = Vec<Account>;
pub type InstructionLoaders = Vec<Vec<(Pubkey, Account)>>;

#[derive(Debug, PartialEq, Clone, Copy)]
pub enum AccountStorageStatus {
    StorageAvailable = 0,
    StorageFull = 1,
}

/// Persistent storage structure holding the accounts
pub struct AccountStorageEntry {
    id: AppendVecId,

    fork_id: Fork,

    /// storage holding the accounts
    accounts: AppendVec,

    /// Keeps track of the number of accounts stored in a specific AppendVec.
    ///  This is periodically checked to reuse the stores that do not have
    ///  any accounts in it
    /// status corresponding to the storage, lets us know that
    ///  the append_vec, once maxed out, then emptied, can be reclaimed
    count_and_status: RwLock<(usize, AccountStorageStatus)>,
}

impl AccountStorageEntry {
    pub fn new(path: &str, fork_id: Fork, id: usize, file_size: u64) -> Self {
        let p = format!("{}/{}", path, id);
        let path = Path::new(&p);
        let _ignored = remove_dir_all(path);
        create_dir_all(path).expect("Create directory failed");
        let accounts = AppendVec::new(&path.join(ACCOUNT_DATA_FILE), true, file_size as usize);

        AccountStorageEntry {
            id,
            fork_id,
            accounts,
            count_and_status: RwLock::new((0, AccountStorageStatus::StorageAvailable)),
        }
    }

    pub fn set_status(&self, mut status: AccountStorageStatus) {
        let mut count_and_status = self.count_and_status.write().unwrap();

        let count = count_and_status.0;

        if status == AccountStorageStatus::StorageFull && count == 0 {
            // this case arises when the append_vec is full (store_ptrs fails),
            //  but all accounts have already been removed from the storage
            //
            // the only time it's safe to call reset() on an append_vec is when
            //  every account has been removed
            //          **and**
            //  the append_vec has previously been completely full
            //
            self.accounts.reset();
            status = AccountStorageStatus::StorageAvailable;
        }

        *count_and_status = (count, status);
    }

    pub fn status(&self) -> AccountStorageStatus {
        self.count_and_status.read().unwrap().1
    }

    pub fn count(&self) -> usize {
        self.count_and_status.read().unwrap().0
    }

    fn add_account(&self) {
        let mut count_and_status = self.count_and_status.write().unwrap();
        *count_and_status = (count_and_status.0 + 1, count_and_status.1);
    }

    fn remove_account(&self) {
        let mut count_and_status = self.count_and_status.write().unwrap();
        let (count, mut status) = *count_and_status;

        if count == 1 && status == AccountStorageStatus::StorageFull {
            // this case arises when we remove the last account from the
            //  storage, but we've learned from previous write attempts that
            //  the storage is full
            //
            // the only time it's safe to call reset() on an append_vec is when
            //  every account has been removed
            //          **and**
            //  the append_vec has previously been completely full
            //
            // otherwise, the storage may be in flight with a store()
            //   call
            self.accounts.reset();
            status = AccountStorageStatus::StorageAvailable;
        }

        *count_and_status = (count - 1, status);
    }
}

// This structure handles the load/store of the accounts
#[derive(Default)]
pub struct AccountsDB {
    /// Keeps tracks of index into AppendVec on a per fork basis
    pub accounts_index: RwLock<AccountsIndex<AccountInfo>>,

    /// Account storage
    pub storage: RwLock<AccountStorage>,

    /// distribute the accounts across storage lists
    next_id: AtomicUsize,

    /// write version
    write_version: AtomicUsize,

    /// Set of storage paths to pick from
    paths: Vec<String>,

    /// Starting file size of appendvecs
    file_size: u64,
}

pub fn get_paths_vec(paths: &str) -> Vec<String> {
    paths.split(',').map(ToString::to_string).collect()
}

impl AccountsDB {
    pub fn new_with_file_size(paths: &str, file_size: u64) -> Self {
        let paths = get_paths_vec(&paths);
        AccountsDB {
            accounts_index: RwLock::new(AccountsIndex::default()),
            storage: RwLock::new(HashMap::new()),
            next_id: AtomicUsize::new(0),
            write_version: AtomicUsize::new(0),
            paths,
            file_size,
        }
    }

    pub fn new(paths: &str) -> Self {
        Self::new_with_file_size(paths, ACCOUNT_DATA_FILE_SIZE)
    }

    fn new_storage_entry(&self, fork_id: Fork, path: &str) -> AccountStorageEntry {
        AccountStorageEntry::new(
            path,
            fork_id,
            self.next_id.fetch_add(1, Ordering::Relaxed),
            self.file_size,
        )
    }

    pub fn has_accounts(&self, fork: Fork) -> bool {
        for x in self.storage.read().unwrap().values() {
            if x.fork_id == fork && x.count() > 0 {
                return true;
            }
        }
        false
    }

    /// Scan a specific fork through all the account storage in parallel with sequential read
    // PERF: Sequentially read each storage entry in parallel
    pub fn scan_account_storage<F, B>(&self, fork_id: Fork, scan_func: F) -> Vec<B>
    where
        F: Fn(&StoredAccount, &mut B) -> (),
        F: Send + Sync,
        B: Send + Default,
    {
        let storage_maps: Vec<Arc<AccountStorageEntry>> = self
            .storage
            .read()
            .unwrap()
            .values()
            .filter(|store| store.fork_id == fork_id)
            .cloned()
            .collect();
        storage_maps
            .into_par_iter()
            .map(|storage| {
                let accounts = storage.accounts.accounts(0);
                let mut retval = B::default();
                accounts
                    .iter()
                    .for_each(|stored_account| scan_func(stored_account, &mut retval));
                retval
            })
            .collect()
    }

    pub fn load(
        storage: &AccountStorage,
        ancestors: &HashMap<Fork, usize>,
        accounts_index: &AccountsIndex<AccountInfo>,
        pubkey: &Pubkey,
    ) -> Option<(Account, Fork)> {
        let (info, fork) = accounts_index.get(pubkey, ancestors)?;
        //TODO: thread this as a ref
        storage
            .get(&info.id)
            .and_then(|store| Some(store.accounts.get_account(info.offset)?.0.clone_account()))
            .map(|account| (account, fork))
    }

    pub fn load_slow(
        &self,
        ancestors: &HashMap<Fork, usize>,
        pubkey: &Pubkey,
    ) -> Option<(Account, Fork)> {
        let accounts_index = self.accounts_index.read().unwrap();
        let storage = self.storage.read().unwrap();
        Self::load(&storage, ancestors, &accounts_index, pubkey)
    }

    fn fork_storage(&self, fork_id: Fork) -> Arc<AccountStorageEntry> {
        let mut candidates: Vec<Arc<AccountStorageEntry>> = {
            let stores = self.storage.read().unwrap();
            stores
                .values()
                .filter_map(|x| {
                    if x.status() == AccountStorageStatus::StorageAvailable && x.fork_id == fork_id
                    {
                        Some(x.clone())
                    } else {
                        None
                    }
                })
                .collect()
        };
        if candidates.is_empty() {
            let mut stores = self.storage.write().unwrap();
            let path_index = thread_rng().gen_range(0, self.paths.len());
            let storage = Arc::new(self.new_storage_entry(fork_id, &self.paths[path_index]));
            stores.insert(storage.id, storage.clone());
            candidates.push(storage);
        }
        let rv = thread_rng().gen_range(0, candidates.len());
        candidates[rv].clone()
    }

    pub fn purge_fork(&self, fork: Fork) {
        //add_root should be called first
        let is_root = self.accounts_index.read().unwrap().is_root(fork);
        trace!("PURGING {} {}", fork, is_root);
        if !is_root {
            self.storage.write().unwrap().retain(|_, v| {
                trace!("PURGING {} {}", v.fork_id, fork);
                v.fork_id != fork
            });
        }
    }

    fn store_accounts(&self, fork_id: Fork, accounts: &[(&Pubkey, &Account)]) -> Vec<AccountInfo> {
        let with_meta: Vec<(StorageMeta, &Account)> = accounts
            .iter()
            .map(|(pubkey, account)| {
                let write_version = self.write_version.fetch_add(1, Ordering::Relaxed) as u64;
                let data_len = if account.lamports == 0 {
                    0
                } else {
                    account.data.len() as u64
                };
                let meta = StorageMeta {
                    write_version,
                    pubkey: **pubkey,
                    data_len,
                };
                (meta, *account)
            })
            .collect();
        let mut infos: Vec<AccountInfo> = vec![];
        while infos.len() < with_meta.len() {
            let storage = self.fork_storage(fork_id);
            let rvs = storage.accounts.append_accounts(&with_meta[infos.len()..]);
            if rvs.is_empty() {
                storage.set_status(AccountStorageStatus::StorageFull);
            }
            for (offset, (_, account)) in rvs.iter().zip(&with_meta[infos.len()..]) {
                storage.add_account();
                infos.push(AccountInfo {
                    id: storage.id,
                    offset: *offset,
                    lamports: account.lamports,
                });
            }
        }
        infos
    }

    fn update_index(
        &self,
        fork_id: Fork,
        infos: Vec<AccountInfo>,
        accounts: &[(&Pubkey, &Account)],
    ) -> Vec<(Fork, AccountInfo)> {
        let mut index = self.accounts_index.write().unwrap();
        let mut reclaims = vec![];
        for (i, info) in infos.into_iter().enumerate() {
            let key = &accounts[i].0;
            reclaims.extend(index.insert(fork_id, key, info).into_iter())
        }
        reclaims
    }

    fn remove_dead_accounts(&self, reclaims: Vec<(Fork, AccountInfo)>) -> HashSet<Fork> {
        let storage = self.storage.read().unwrap();
        for (fork_id, account_info) in reclaims {
            if let Some(store) = storage.get(&account_info.id) {
                assert_eq!(
                    fork_id, store.fork_id,
                    "AccountDB::accounts_index corrupted. Storage should only point to one fork"
                );
                store.remove_account();
            }
        }
        //TODO: performance here could be improved if AccountsDB::storage was organized by fork
        let dead_forks: HashSet<Fork> = storage
            .values()
            .filter_map(|x| {
                if x.count() == 0 {
                    Some(x.fork_id)
                } else {
                    None
                }
            })
            .collect();
        let live_forks: HashSet<Fork> = storage
            .values()
            .filter_map(|x| if x.count() > 0 { Some(x.fork_id) } else { None })
            .collect();
        dead_forks.difference(&live_forks).cloned().collect()
    }
    fn cleanup_dead_forks(&self, dead_forks: &mut HashSet<Fork>) {
        let mut index = self.accounts_index.write().unwrap();
        // a fork is not totally dead until it is older than the root
        dead_forks.retain(|fork| *fork < index.last_root);
        for fork in dead_forks.iter() {
            index.cleanup_dead_fork(*fork);
        }
    }

    /// Store the account update.
    pub fn store(&self, fork_id: Fork, accounts: &[(&Pubkey, &Account)]) {
        let infos = self.store_accounts(fork_id, accounts);
        let reclaims = self.update_index(fork_id, infos, accounts);
        trace!("reclaim: {}", reclaims.len());
        let mut dead_forks = self.remove_dead_accounts(reclaims);
        trace!("dead_forks: {}", dead_forks.len());
        self.cleanup_dead_forks(&mut dead_forks);
        trace!("purge_forks: {}", dead_forks.len());
        for fork in dead_forks {
            self.purge_fork(fork);
        }
    }

    pub fn add_root(&self, fork: Fork) {
        self.accounts_index.write().unwrap().add_root(fork)
    }
}

#[cfg(test)]
mod tests {
    // TODO: all the bank tests are bank specific, issue: 2194
    use super::*;
    use rand::{thread_rng, Rng};
    use solana_sdk::account::Account;

    fn cleanup_paths(paths: &str) {
        let paths = get_paths_vec(&paths);
        paths.iter().for_each(|p| {
            let _ignored = remove_dir_all(p);
        });
    }

    struct TempPaths {
        pub paths: String,
    }

    impl Drop for TempPaths {
        fn drop(&mut self) {
            cleanup_paths(&self.paths);
        }
    }

    fn get_tmp_accounts_path(paths: &str) -> TempPaths {
        let vpaths = get_paths_vec(paths);
        let out_dir = std::env::var("OUT_DIR").unwrap_or_else(|_| "target".to_string());
        let vpaths: Vec<_> = vpaths
            .iter()
            .map(|path| format!("{}/{}", out_dir, path))
            .collect();
        TempPaths {
            paths: vpaths.join(","),
        }
    }

    #[macro_export]
    macro_rules! tmp_accounts_name {
        () => {
            &format!("{}-{}", file!(), line!())
        };
    }

    #[macro_export]
    macro_rules! get_tmp_accounts_path {
        () => {
            get_tmp_accounts_path(tmp_accounts_name!())
        };
    }

    #[test]
    fn test_accountsdb_add_root() {
        solana_logger::setup();
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);
        let key = Pubkey::default();
        let account0 = Account::new(1, 0, &key);

        db.store(0, &[(&key, &account0)]);
        db.add_root(0);
        let ancestors = vec![(1, 1)].into_iter().collect();
        assert_eq!(db.load_slow(&ancestors, &key), Some((account0, 0)));
    }

    #[test]
    fn test_accountsdb_latest_ancestor() {
        solana_logger::setup();
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);
        let key = Pubkey::default();
        let account0 = Account::new(1, 0, &key);

        db.store(0, &[(&key, &account0)]);

        let account1 = Account::new(0, 0, &key);
        db.store(1, &[(&key, &account1)]);

        let ancestors = vec![(1, 1)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account1);

        let ancestors = vec![(1, 1), (0, 0)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account1);
    }

    #[test]
    fn test_accountsdb_latest_ancestor_with_root() {
        solana_logger::setup();
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);
        let key = Pubkey::default();
        let account0 = Account::new(1, 0, &key);

        db.store(0, &[(&key, &account0)]);

        let account1 = Account::new(0, 0, &key);
        db.store(1, &[(&key, &account1)]);
        db.add_root(0);

        let ancestors = vec![(1, 1)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account1);

        let ancestors = vec![(1, 1), (0, 0)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account1);
    }

    #[test]
    fn test_accountsdb_root_one_fork() {
        solana_logger::setup();
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);
        let key = Pubkey::default();
        let account0 = Account::new(1, 0, &key);

        // store value 1 in the "root", i.e. db zero
        db.store(0, &[(&key, &account0)]);

        // now we have:
        //
        //                       root0 -> key.lamports==1
        //                        / \
        //                       /   \
        //  key.lamports==0 <- fork1    \
        //                             fork2 -> key.lamports==1
        //                                       (via root0)

        // store value 0 in one child
        let account1 = Account::new(0, 0, &key);
        db.store(1, &[(&key, &account1)]);

        // masking accounts is done at the Accounts level, at accountsDB we see
        // original account (but could also accept "None", which is implemented
        // at the Accounts level)
        let ancestors = vec![(0, 0), (1, 1)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account1);

        // we should see 1 token in fork 2
        let ancestors = vec![(0, 0), (2, 2)].into_iter().collect();
        assert_eq!(&db.load_slow(&ancestors, &key).unwrap().0, &account0);

        db.add_root(0);

        let ancestors = vec![(1, 1)].into_iter().collect();
        assert_eq!(db.load_slow(&ancestors, &key), Some((account1, 1)));
        let ancestors = vec![(2, 2)].into_iter().collect();
        assert_eq!(db.load_slow(&ancestors, &key), Some((account0, 0))); // original value
    }

    #[test]
    fn test_accountsdb_add_root_many() {
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);

        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&db, &mut pubkeys, 0, 100, 0, 0);
        for _ in 1..100 {
            let idx = thread_rng().gen_range(0, 99);
            let ancestors = vec![(0, 0)].into_iter().collect();
            let account = db.load_slow(&ancestors, &pubkeys[idx]).unwrap();
            let mut default_account = Account::default();
            default_account.lamports = (idx + 1) as u64;
            assert_eq!((default_account, 0), account);
        }

        db.add_root(0);

        // check that all the accounts appear with a new root
        for _ in 1..100 {
            let idx = thread_rng().gen_range(0, 99);
            let ancestors = vec![(0, 0)].into_iter().collect();
            let account0 = db.load_slow(&ancestors, &pubkeys[idx]).unwrap();
            let ancestors = vec![(1, 1)].into_iter().collect();
            let account1 = db.load_slow(&ancestors, &pubkeys[idx]).unwrap();
            let mut default_account = Account::default();
            default_account.lamports = (idx + 1) as u64;
            assert_eq!(&default_account, &account0.0);
            assert_eq!(&default_account, &account1.0);
        }
    }

    #[test]
    fn test_accountsdb_count_stores() {
        let paths = get_tmp_accounts_path!();
        let db = AccountsDB::new(&paths.paths);

        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(
            &db,
            &mut pubkeys,
            0,
            2,
            ACCOUNT_DATA_FILE_SIZE as usize / 3,
            0,
        );
        assert!(check_storage(&db, 2));

        let pubkey = Pubkey::new_rand();
        let account = Account::new(1, ACCOUNT_DATA_FILE_SIZE as usize / 3, &pubkey);
        db.store(1, &[(&pubkey, &account)]);
        db.store(1, &[(&pubkeys[0], &account)]);
        {
            let stores = db.storage.read().unwrap();
            assert_eq!(stores.len(), 2);
            assert_eq!(stores[&0].count(), 2);
            assert_eq!(stores[&1].count(), 2);
        }
        db.add_root(1);
        {
            let stores = db.storage.read().unwrap();
            assert_eq!(stores.len(), 2);
            assert_eq!(stores[&0].count(), 2);
            assert_eq!(stores[&1].count(), 2);
        }
    }

    #[test]
    fn test_accounts_unsquashed() {
        let key = Pubkey::default();

        // 1 token in the "root", i.e. db zero
        let paths = get_tmp_accounts_path!();
        let db0 = AccountsDB::new(&paths.paths);
        let account0 = Account::new(1, 0, &key);
        db0.store(0, &[(&key, &account0)]);

        // 0 lamports in the child
        let account1 = Account::new(0, 0, &key);
        db0.store(1, &[(&key, &account1)]);

        // masking accounts is done at the Accounts level, at accountsDB we see
        // original account
        let ancestors = vec![(0, 0), (1, 1)].into_iter().collect();
        assert_eq!(db0.load_slow(&ancestors, &key), Some((account1, 1)));
        let ancestors = vec![(0, 0)].into_iter().collect();
        assert_eq!(db0.load_slow(&ancestors, &key), Some((account0, 0)));
    }

    fn create_account(
        accounts: &AccountsDB,
        pubkeys: &mut Vec<Pubkey>,
        fork: Fork,
        num: usize,
        space: usize,
        num_vote: usize,
    ) {
        for t in 0..num {
            let pubkey = Pubkey::new_rand();
            let account = Account::new((t + 1) as u64, space, &Account::default().owner);
            pubkeys.push(pubkey.clone());
            let ancestors = vec![(fork, 0)].into_iter().collect();
            assert!(accounts.load_slow(&ancestors, &pubkey).is_none());
            accounts.store(fork, &[(&pubkey, &account)]);
        }
        for t in 0..num_vote {
            let pubkey = Pubkey::new_rand();
            let account = Account::new((num + t + 1) as u64, space, &solana_vote_api::id());
            pubkeys.push(pubkey.clone());
            let ancestors = vec![(fork, 0)].into_iter().collect();
            assert!(accounts.load_slow(&ancestors, &pubkey).is_none());
            accounts.store(fork, &[(&pubkey, &account)]);
        }
    }

    fn update_accounts(accounts: &AccountsDB, pubkeys: &Vec<Pubkey>, fork: Fork, range: usize) {
        for _ in 1..1000 {
            let idx = thread_rng().gen_range(0, range);
            let ancestors = vec![(fork, 0)].into_iter().collect();
            if let Some((mut account, _)) = accounts.load_slow(&ancestors, &pubkeys[idx]) {
                account.lamports = account.lamports + 1;
                accounts.store(fork, &[(&pubkeys[idx], &account)]);
                if account.lamports == 0 {
                    let ancestors = vec![(fork, 0)].into_iter().collect();
                    assert!(accounts.load_slow(&ancestors, &pubkeys[idx]).is_none());
                } else {
                    let mut default_account = Account::default();
                    default_account.lamports = account.lamports;
                    assert_eq!(default_account, account);
                }
            }
        }
    }

    fn check_storage(accounts: &AccountsDB, count: usize) -> bool {
        let stores = accounts.storage.read().unwrap();
        assert_eq!(stores.len(), 1);
        assert_eq!(stores[&0].status(), AccountStorageStatus::StorageAvailable);
        stores[&0].count() == count
    }

    fn check_accounts(accounts: &AccountsDB, pubkeys: &Vec<Pubkey>, fork: Fork) {
        for _ in 1..100 {
            let idx = thread_rng().gen_range(0, 99);
            let ancestors = vec![(fork, 0)].into_iter().collect();
            let account = accounts.load_slow(&ancestors, &pubkeys[idx]).unwrap();
            let mut default_account = Account::default();
            default_account.lamports = (idx + 1) as u64;
            assert_eq!((default_account, 0), account);
        }
    }

    #[test]
    fn test_account_one() {
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&accounts, &mut pubkeys, 0, 1, 0, 0);
        let ancestors = vec![(0, 0)].into_iter().collect();
        let account = accounts.load_slow(&ancestors, &pubkeys[0]).unwrap();
        let mut default_account = Account::default();
        default_account.lamports = 1;
        assert_eq!((default_account, 0), account);
    }

    #[test]
    fn test_account_many() {
        let paths = get_tmp_accounts_path("many0,many1");
        let accounts = AccountsDB::new(&paths.paths);
        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&accounts, &mut pubkeys, 0, 100, 0, 0);
        check_accounts(&accounts, &pubkeys, 0);
    }

    #[test]
    fn test_account_update() {
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&accounts, &mut pubkeys, 0, 100, 0, 0);
        update_accounts(&accounts, &pubkeys, 0, 99);
        assert_eq!(check_storage(&accounts, 100), true);
    }

    #[test]
    fn test_account_grow_many() {
        let paths = get_tmp_accounts_path("many2,many3");
        let size = 4096;
        let accounts = AccountsDB::new_with_file_size(&paths.paths, size);
        let mut keys = vec![];
        for i in 0..9 {
            let key = Pubkey::new_rand();
            let account = Account::new(i + 1, size as usize / 4, &key);
            accounts.store(0, &[(&key, &account)]);
            keys.push(key);
        }
        for (i, key) in keys.iter().enumerate() {
            let ancestors = vec![(0, 0)].into_iter().collect();
            assert_eq!(
                accounts.load_slow(&ancestors, &key).unwrap().0.lamports,
                (i as u64) + 1
            );
        }

        let mut append_vec_histogram = HashMap::new();
        for storage in accounts.storage.read().unwrap().values() {
            *append_vec_histogram.entry(storage.fork_id).or_insert(0) += 1;
        }
        for count in append_vec_histogram.values() {
            assert!(*count >= 2);
        }
    }

    #[test]
    fn test_account_grow() {
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let count = [0, 1];
        let status = [
            AccountStorageStatus::StorageAvailable,
            AccountStorageStatus::StorageFull,
        ];
        let pubkey1 = Pubkey::new_rand();
        let account1 = Account::new(1, ACCOUNT_DATA_FILE_SIZE as usize / 2, &pubkey1);
        accounts.store(0, &[(&pubkey1, &account1)]);
        {
            let stores = accounts.storage.read().unwrap();
            assert_eq!(stores.len(), 1);
            assert_eq!(stores[&0].count(), 1);
            assert_eq!(stores[&0].status(), AccountStorageStatus::StorageAvailable);
        }

        let pubkey2 = Pubkey::new_rand();
        let account2 = Account::new(1, ACCOUNT_DATA_FILE_SIZE as usize / 2, &pubkey2);
        accounts.store(0, &[(&pubkey2, &account2)]);
        {
            let stores = accounts.storage.read().unwrap();
            assert_eq!(stores.len(), 2);
            assert_eq!(stores[&0].count(), 1);
            assert_eq!(stores[&0].status(), AccountStorageStatus::StorageFull);
            assert_eq!(stores[&1].count(), 1);
            assert_eq!(stores[&1].status(), AccountStorageStatus::StorageAvailable);
        }
        let ancestors = vec![(0, 0)].into_iter().collect();
        assert_eq!(
            accounts.load_slow(&ancestors, &pubkey1).unwrap().0,
            account1
        );
        assert_eq!(
            accounts.load_slow(&ancestors, &pubkey2).unwrap().0,
            account2
        );

        // lots of stores, but 3 storages should be enough for everything
        for i in 0..25 {
            let index = i % 2;
            accounts.store(0, &[(&pubkey1, &account1)]);
            {
                let stores = accounts.storage.read().unwrap();
                assert_eq!(stores.len(), 3);
                assert_eq!(stores[&0].count(), count[index]);
                assert_eq!(stores[&0].status(), status[0]);
                assert_eq!(stores[&1].count(), 1);
                assert_eq!(stores[&1].status(), status[1]);
                assert_eq!(stores[&2].count(), count[index ^ 1]);
                assert_eq!(stores[&2].status(), status[0]);
            }
            let ancestors = vec![(0, 0)].into_iter().collect();
            assert_eq!(
                accounts.load_slow(&ancestors, &pubkey1).unwrap().0,
                account1
            );
            assert_eq!(
                accounts.load_slow(&ancestors, &pubkey2).unwrap().0,
                account2
            );
        }
    }

    #[test]
    fn test_purge_fork_not_root() {
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&accounts, &mut pubkeys, 0, 1, 0, 0);
        let ancestors = vec![(0, 0)].into_iter().collect();
        assert!(accounts.load_slow(&ancestors, &pubkeys[0]).is_some());;
        accounts.purge_fork(0);
        assert!(accounts.load_slow(&ancestors, &pubkeys[0]).is_none());;
    }

    #[test]
    fn test_purge_fork_after_root() {
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let mut pubkeys: Vec<Pubkey> = vec![];
        create_account(&accounts, &mut pubkeys, 0, 1, 0, 0);
        let ancestors = vec![(0, 0)].into_iter().collect();
        accounts.add_root(0);
        accounts.purge_fork(0);
        assert!(accounts.load_slow(&ancestors, &pubkeys[0]).is_some());
    }

    #[test]
    fn test_lazy_gc_fork() {
        //This test is pedantic
        //A fork is purged when a non root bank is cleaned up.  If a fork is behind root but it is
        //not root, it means we are retaining dead banks.
        let paths = get_tmp_accounts_path!();
        let accounts = AccountsDB::new(&paths.paths);
        let pubkey = Pubkey::new_rand();
        let account = Account::new(1, 0, &Account::default().owner);
        //store an account
        accounts.store(0, &[(&pubkey, &account)]);
        let ancestors = vec![(0, 0)].into_iter().collect();
        let info = accounts
            .accounts_index
            .read()
            .unwrap()
            .get(&pubkey, &ancestors)
            .unwrap()
            .0
            .clone();
        //fork 0 is behind root, but it is not root, therefore it is purged
        accounts.add_root(1);
        assert!(accounts.accounts_index.read().unwrap().is_purged(0));

        //fork is still there, since gc is lazy
        assert!(accounts.storage.read().unwrap().get(&info.id).is_some());

        //store causes cleanup
        accounts.store(1, &[(&pubkey, &account)]);

        //fork is gone
        assert!(accounts.storage.read().unwrap().get(&info.id).is_none());

        //new value is there
        let ancestors = vec![(1, 1)].into_iter().collect();
        assert_eq!(accounts.load_slow(&ancestors, &pubkey), Some((account, 1)));
    }

}