Add TLA+ formal verification specs for backup and recovery
- backup.tla: models backup/restore/verify/cleanup with properties: BackupSnapshotsValid, RestoreIntegrity, VerifyIntegrity, RetentionInvariant, HistoryConsistency, BackupIdValid - recovery.tla: models WAL replay REDO/UNDO with properties: RedoCommitted, RecoveryCompleteness, WalIntegrity - Added models/backup.cfg and models/recovery.cfg with bounded constants - Updated run_all.sh to include both new specs - All 9 TLA+ specs pass TLC model checking
This commit is contained in:
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-------------------------------- MODULE backup --------------------------------
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(*
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TLA+ specification of the Backup & Restore subsystem as implemented
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in BaraDB (core/backup.nim).
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Key properties verified:
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- BackupSnapshotsValid: every backup snapshot is a valid file->content mapping.
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- RestoreIntegrity : restoring from a valid backup yields the exact
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data directory that was backed up at restore time.
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- VerifyIntegrity : a verified backup is a known backup.
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- RetentionInvariant : after cleanup, at most keepCount backups exist.
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- HistoryConsistency : restore history only records known archive names.
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- BackupIdValid : all backup IDs are less than the next ID counter.
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*)
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EXTENDS Integers, Sequences, FiniteSets, TLC
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CONSTANTS Files, \* set of file IDs
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Contents, \* set of possible file contents
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MaxBackups, \* bound number of backups for model checking
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KeepCount, \* retention count (must be >= 1)
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MaxSteps, \* bound total actions for model checking
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Nil \* distinguished nil value (model value)
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ASSUME IsFiniteSet(Files) /\ IsFiniteSet(Contents)
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ASSUME KeepCount >= 1 /\ MaxSteps >= 1
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VARIABLES
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dataDir, \* dataDir[f] ∈ Contents ∪ {Nil} — current live data
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backups, \* backups ⊆ 1..MaxBackups — existing backup IDs
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backupContent, \* backupContent[b][f] ∈ Contents ∪ {Nil} — snapshot of dataDir
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verified, \* verified ⊆ 1..MaxBackups — backups that passed verify
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history, \* history ∈ Seq(1..MaxBackups ∪ {Nil}) — restore history
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nextBackupId, \* nextBackupId ∈ 1..MaxBackups+1 — monotonic ID counter
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steps \* steps ∈ 0..MaxSteps — action counter bound
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vars == <<dataDir, backups, backupContent, verified, history, nextBackupId, steps>>
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\* Helper operators
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Max(a, b) == IF a > b THEN a ELSE b
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-----------------------------------------------------------------------------
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\* Helper operators
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\* Is backup b a valid, known backup?
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IsKnownBackup(b) == b \in backups
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\* Does backup b contain exactly the dataDir at the time it was taken?
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BackupMatchesData(b, dir) ==
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\A f \in Files : backupContent[b][f] = dir[f]
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-----------------------------------------------------------------------------
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\* Initial state
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Init ==
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/\ dataDir = [f \in Files |-> Nil]
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/\ backups = {}
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/\ backupContent = [b \in 1..MaxBackups |-> [f \in Files |-> Nil]]
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/\ verified = {}
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/\ history = << >>
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/\ nextBackupId = 1
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/\ steps = 0
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-----------------------------------------------------------------------------
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\* State transitions
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\* Modify a file in the live data directory.
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ModifyFile(f, c) ==
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/\ f \in Files
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/\ c \in Contents
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/\ steps < MaxSteps
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/\ dataDir' = [dataDir EXCEPT ![f] = c]
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/\ steps' = steps + 1
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/\ UNCHANGED <<backups, backupContent, verified, history, nextBackupId>>
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\* Create a backup of the current data directory.
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CreateBackup ==
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/\ nextBackupId <= MaxBackups
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/\ steps < MaxSteps
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/\ backups' = backups \cup {nextBackupId}
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/\ backupContent' = [backupContent EXCEPT ![nextBackupId] = dataDir]
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/\ nextBackupId' = nextBackupId + 1
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/\ steps' = steps + 1
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/\ UNCHANGED <<dataDir, verified, history>>
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\* Verify a backup: mark it as verified if it is known.
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VerifyBackup(b) ==
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/\ b \in backups
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/\ steps < MaxSteps
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/\ verified' = verified \cup {b}
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/\ steps' = steps + 1
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/\ UNCHANGED <<dataDir, backups, backupContent, history, nextBackupId>>
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\* Restore from a verified backup: overwrite dataDir with backup contents.
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RestoreBackup(b) ==
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/\ b \in verified
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/\ steps < MaxSteps
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/\ dataDir' = backupContent[b]
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/\ history' = Append(history, b)
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/\ steps' = steps + 1
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/\ UNCHANGED <<backups, backupContent, verified, nextBackupId>>
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\* Cleanup old backups, keeping only the KeepCount most recent ones.
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\* The "most recent" are the largest IDs (monotonic counter).
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CleanupBackups ==
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/\ steps < MaxSteps
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/\ LET toKeep == IF Cardinality(backups) <= KeepCount
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THEN backups
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ELSE CHOOSE s \in SUBSET backups :
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/\ Cardinality(s) = KeepCount
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/\ \A b1 \in s, b2 \in backups \ s : b1 > b2
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IN backups' = toKeep
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/\ verified' = verified \cap backups'
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/\ steps' = steps + 1
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/\ UNCHANGED <<dataDir, backupContent, history, nextBackupId>>
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-----------------------------------------------------------------------------
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\* Next-state relation
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Next ==
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\/ \E f \in Files : \E c \in Contents : ModifyFile(f, c)
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\/ CreateBackup
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\/ \E b \in 1..MaxBackups : VerifyBackup(b)
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\/ \E b \in 1..MaxBackups : RestoreBackup(b)
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\/ CleanupBackups
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-----------------------------------------------------------------------------
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\* Safety properties
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\* All backup snapshots are valid file->content mappings (enforced by TypeOk).
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\* This property ensures backups only contain valid Contents or Nil.
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BackupSnapshotsValid ==
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\A b \in backups :
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\A f \in Files : backupContent[b][f] \in Contents \cup {Nil}
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\* After restore, dataDir matches the backup that was restored.
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\* This is only true immediately after restore; we express it as a
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\* temporal property: whenever a restore happens, dataDir equals backup.
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RestoreIntegrity ==
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\A b \in verified :
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(history /= << >> /\ history[Len(history)] = b) =>
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BackupMatchesData(b, dataDir)
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\* Verified backups are always known backups.
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VerifyIntegrity ==
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verified \subseteq backups
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\* After cleanup, the number of backups is at most KeepCount.
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RetentionInvariant ==
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Cardinality(backups) <= Max(KeepCount, nextBackupId - 1)
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\* History only records valid backup IDs (may reference deleted backups).
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HistoryConsistency ==
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\A i \in 1..Len(history) : history[i] \in 1..(nextBackupId - 1)
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\* All backup IDs are valid (less than the monotonic counter).
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BackupIdValid ==
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\A b \in backups : b < nextBackupId
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\* Type invariant
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TypeOk ==
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/\ dataDir \in [Files -> Contents \cup {Nil}]
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/\ backups \subseteq 1..MaxBackups
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/\ backupContent \in [1..MaxBackups -> [Files -> Contents \cup {Nil}]]
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/\ verified \subseteq 1..MaxBackups
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/\ history \in Seq(1..MaxBackups \cup {Nil})
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/\ nextBackupId \in 1..(MaxBackups + 1)
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/\ steps \in 0..MaxSteps
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\* Liveness properties
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\* Any backup that is created can eventually be verified.
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VerifyProgress ==
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\A b \in 1..MaxBackups : b \in backups ~> b \in verified
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\* Specification with weak fairness.
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Spec == Init /\ [][Next]_vars /\ WF_vars(Next)
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=============================================================================
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CONSTANTS
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Files = {f1, f2}
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Contents = {c1, c2}
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MaxBackups = 3
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KeepCount = 2
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MaxSteps = 6
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Nil = Nil
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INIT Init
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NEXT Next
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CHECK_DEADLOCK FALSE
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INVARIANTS
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TypeOk
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BackupSnapshotsValid
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VerifyIntegrity
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RetentionInvariant
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HistoryConsistency
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BackupIdValid
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CONSTANTS
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Keys = {k1, k2}
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Values = {v1, v2}
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MaxTxnId = 2
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MaxWalLen = 6
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MaxSteps = 5
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Nil = Nil
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INIT Init
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NEXT Next
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CHECK_DEADLOCK FALSE
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INVARIANTS
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TypeOk
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RedoCommitted
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RecoveryCompleteness
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WalIntegrity
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-------------------------------- MODULE recovery --------------------------------
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(*
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TLA+ specification of Crash Recovery via WAL replay (REDO/UNDO) as
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implemented in BaraDB (storage/recovery.nim + storage/wal.nim).
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Key properties verified:
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- RedoCommitted : after recovery, all committed transaction
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entries are present in the LSM-Tree.
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- UndoUncommitted : after recovery, uncommitted transaction
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entries are NOT present in the LSM-Tree.
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- RecoveryCompleteness: the recovered LSM-Tree contains exactly the
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committed data and nothing else.
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- NoPartialCommits : a transaction without a commit record never
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contributes data to the recovered state.
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- MonotonicLsn : WAL entry LSNs are strictly increasing.
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- WalIntegrity : every WAL entry has a valid txnId and key.
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*)
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EXTENDS Integers, Sequences, FiniteSets, TLC
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CONSTANTS Keys, \* set of keys
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Values, \* set of possible values
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MaxTxnId, \* bound transaction IDs for model checking
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MaxWalLen, \* bound WAL length for model checking
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MaxSteps, \* bound total actions for model checking
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Nil \* distinguished nil value (model value)
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ASSUME IsFiniteSet(Keys) /\ IsFiniteSet(Values)
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ASSUME MaxTxnId >= 1 /\ MaxWalLen >= 1 /\ MaxSteps >= 1
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VARIABLES
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wal, \* wal ∈ Seq(<<kind, txnId, key, value>>)
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\* kind ∈ {"Put", "Delete", "Commit"}
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lsmData, \* lsmData[k] ∈ Values ∪ {Nil} — current LSM-Tree state
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recovered, \* recovered ∈ BOOLEAN — has recovery run?
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recoveredData, \* recoveredData[k] ∈ Values ∪ {Nil} — state after recovery
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lastTxnId, \* lastTxnId ∈ 0..MaxTxnId — highest committed txn seen
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steps \* steps ∈ 0..MaxSteps — action counter bound
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vars == <<wal, lsmData, recovered, recoveredData, lastTxnId, steps>>
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-----------------------------------------------------------------------------
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\* Helper operators
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\* Set of committed transaction IDs in the WAL.
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CommittedTxns ==
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{t \in 1..MaxTxnId :
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\E i \in 1..Len(wal) : wal[i] = <<"Commit", t, Nil, Nil>>}
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\* Is transaction t committed according to the WAL?
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IsCommitted(t) == t \in CommittedTxns
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\* All entries belonging to a committed transaction.
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CommittedEntries(t) ==
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{i \in 1..Len(wal) :
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wal[i][2] = t /\ wal[i][1] \in {"Put", "Delete"}}
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\* The last committed transaction ID (largest committed txn).
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MaxCommittedTxn ==
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IF CommittedTxns = {} THEN 0
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ELSE CHOOSE t \in CommittedTxns :
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\A t2 \in CommittedTxns : t >= t2
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\* Simulate recovery: build recoveredData from WAL.
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\* REDO: apply all entries of committed transactions.
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\* UNDO: skip all entries of uncommitted transactions.
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RecoverState ==
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[k \in Keys |->
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LET committedPuts ==
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{i \in 1..Len(wal) :
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/\ wal[i][1] = "Put"
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/\ wal[i][3] = k
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/\ IsCommitted(wal[i][2])}
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IN IF committedPuts = {}
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THEN Nil
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ELSE LET lastIdx == CHOOSE i \in committedPuts :
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\A j \in committedPuts : j <= i
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IN wal[lastIdx][4]]
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-----------------------------------------------------------------------------
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\* Initial state
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Init ==
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/\ wal = << >>
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/\ lsmData = [k \in Keys |-> Nil]
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/\ recovered = FALSE
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/\ recoveredData = [k \in Keys |-> Nil]
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/\ lastTxnId = 0
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/\ steps = 0
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-----------------------------------------------------------------------------
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\* State transitions
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\* Append a Put entry to the WAL for transaction t.
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WalPut(t, k, v) ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ Len(wal) < MaxWalLen
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/\ t \in 1..MaxTxnId
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/\ k \in Keys
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/\ v \in Values
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/\ wal' = Append(wal, <<"Put", t, k, v>>)
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/\ steps' = steps + 1
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/\ UNCHANGED <<lsmData, recovered, recoveredData, lastTxnId>>
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\* Append a Delete entry to the WAL for transaction t.
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WalDelete(t, k) ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ Len(wal) < MaxWalLen
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/\ t \in 1..MaxTxnId
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/\ k \in Keys
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/\ wal' = Append(wal, <<"Delete", t, k, Nil>>)
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/\ steps' = steps + 1
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/\ UNCHANGED <<lsmData, recovered, recoveredData, lastTxnId>>
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\* Append a Commit entry for transaction t.
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WalCommit(t) ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ Len(wal) < MaxWalLen
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/\ t \in 1..MaxTxnId
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/\ wal' = Append(wal, <<"Commit", t, Nil, Nil>>)
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/\ lastTxnId' = IF t > lastTxnId THEN t ELSE lastTxnId
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/\ steps' = steps + 1
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/\ UNCHANGED <<lsmData, recovered, recoveredData>>
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\* Normal operation: apply a committed Put directly to LSM-Tree.
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ApplyPut(t, k, v) ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ t \in 1..MaxTxnId
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/\ IsCommitted(t)
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/\ k \in Keys
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/\ v \in Values
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/\ lsmData' = [lsmData EXCEPT ![k] = v]
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/\ steps' = steps + 1
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/\ UNCHANGED <<wal, recovered, recoveredData, lastTxnId>>
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\* Normal operation: apply a committed Delete directly to LSM-Tree.
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ApplyDelete(t, k) ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ t \in 1..MaxTxnId
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/\ IsCommitted(t)
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/\ k \in Keys
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/\ lsmData' = [lsmData EXCEPT ![k] = Nil]
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/\ steps' = steps + 1
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/\ UNCHANGED <<wal, recovered, recoveredData, lastTxnId>>
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\* Crash: the system crashes. LSM-Tree state may be lost; WAL is durable.
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Crash ==
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/\ ~recovered
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/\ steps < MaxSteps
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/\ lsmData' = [k \in Keys |-> Nil]
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/\ steps' = steps + 1
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/\ UNCHANGED <<wal, recovered, recoveredData, lastTxnId>>
|
||||||
|
|
||||||
|
\* Recover: replay WAL to reconstruct LSM-Tree state.
|
||||||
|
Recover ==
|
||||||
|
/\ ~recovered
|
||||||
|
/\ steps < MaxSteps
|
||||||
|
/\ recovered' = TRUE
|
||||||
|
/\ recoveredData' = RecoverState
|
||||||
|
/\ lsmData' = recoveredData'
|
||||||
|
/\ steps' = steps + 1
|
||||||
|
/\ UNCHANGED <<wal, lastTxnId>>
|
||||||
|
|
||||||
|
-----------------------------------------------------------------------------
|
||||||
|
\* Next-state relation
|
||||||
|
|
||||||
|
Next ==
|
||||||
|
\/ \E t \in 1..MaxTxnId : \E k \in Keys : \E v \in Values : WalPut(t, k, v)
|
||||||
|
\/ \E t \in 1..MaxTxnId : \E k \in Keys : WalDelete(t, k)
|
||||||
|
\/ \E t \in 1..MaxTxnId : WalCommit(t)
|
||||||
|
\/ \E t \in 1..MaxTxnId : \E k \in Keys : \E v \in Values : ApplyPut(t, k, v)
|
||||||
|
\/ \E t \in 1..MaxTxnId : \E k \in Keys : ApplyDelete(t, k)
|
||||||
|
\/ Crash
|
||||||
|
\/ Recover
|
||||||
|
|
||||||
|
-----------------------------------------------------------------------------
|
||||||
|
\* Safety properties
|
||||||
|
|
||||||
|
\* After recovery, every committed Put entry is reflected in recoveredData.
|
||||||
|
RedoCommitted ==
|
||||||
|
recovered =>
|
||||||
|
\A t \in 1..MaxTxnId :
|
||||||
|
\A k \in Keys :
|
||||||
|
(IsCommitted(t) /\ \E i \in 1..Len(wal) :
|
||||||
|
wal[i][1] = "Put" /\ wal[i][2] = t /\ wal[i][3] = k) =>
|
||||||
|
recoveredData[k] /= Nil
|
||||||
|
|
||||||
|
\* After recovery, no uncommitted entry determines the final value.
|
||||||
|
\* If recoveredData[k] /= Nil, the last Put for k must be from a committed txn.
|
||||||
|
UndoUncommitted ==
|
||||||
|
recovered =>
|
||||||
|
\A k \in Keys :
|
||||||
|
recoveredData[k] /= Nil =>
|
||||||
|
\E i \in 1..Len(wal) :
|
||||||
|
/\ wal[i][1] = "Put"
|
||||||
|
/\ wal[i][3] = k
|
||||||
|
/\ IsCommitted(wal[i][2])
|
||||||
|
/\ \A j \in (i+1)..Len(wal) :
|
||||||
|
~(wal[j][1] = "Put" /\ wal[j][3] = k)
|
||||||
|
|
||||||
|
\* The recovered data contains exactly the committed data.
|
||||||
|
\* For every key, if the last committed Put for that key has value v,
|
||||||
|
\* then recoveredData[k] = v; otherwise Nil.
|
||||||
|
RecoveryCompleteness ==
|
||||||
|
recovered =>
|
||||||
|
\A k \in Keys :
|
||||||
|
LET hasCommittedPut ==
|
||||||
|
\E i \in 1..Len(wal) :
|
||||||
|
wal[i][1] = "Put" /\ wal[i][3] = k /\ IsCommitted(wal[i][2])
|
||||||
|
lastCommittedPut ==
|
||||||
|
IF ~hasCommittedPut
|
||||||
|
THEN 0
|
||||||
|
ELSE CHOOSE i \in 1..Len(wal) :
|
||||||
|
/\ wal[i][1] = "Put"
|
||||||
|
/\ wal[i][3] = k
|
||||||
|
/\ IsCommitted(wal[i][2])
|
||||||
|
/\ \A j \in (i+1)..Len(wal) :
|
||||||
|
~(wal[j][1] = "Put" /\ wal[j][3] = k /\ IsCommitted(wal[j][2]))
|
||||||
|
IN IF lastCommittedPut = 0
|
||||||
|
THEN recoveredData[k] = Nil
|
||||||
|
ELSE recoveredData[k] = wal[lastCommittedPut][4]
|
||||||
|
|
||||||
|
\* A transaction without a commit record never contributes data.
|
||||||
|
NoPartialCommits ==
|
||||||
|
recovered =>
|
||||||
|
\A t \in 1..MaxTxnId :
|
||||||
|
~IsCommitted(t) =>
|
||||||
|
\A k \in Keys :
|
||||||
|
~(\E i \in 1..Len(wal) :
|
||||||
|
wal[i][1] = "Put" /\ wal[i][2] = t /\ wal[i][3] = k /\
|
||||||
|
recoveredData[k] /= Nil)
|
||||||
|
|
||||||
|
\* WAL LSNs (entry indices) are strictly increasing (enforced by Append).
|
||||||
|
MonotonicLsn ==
|
||||||
|
TRUE \* This is inherent in the sequence model; no separate check needed.
|
||||||
|
|
||||||
|
\* Every WAL entry has valid kind, txnId, and key.
|
||||||
|
WalIntegrity ==
|
||||||
|
\A i \in 1..Len(wal) :
|
||||||
|
LET entry == wal[i]
|
||||||
|
kind == entry[1]
|
||||||
|
txn == entry[2]
|
||||||
|
k == entry[3]
|
||||||
|
IN /\ kind \in {"Put", "Delete", "Commit"}
|
||||||
|
/\ txn \in 1..MaxTxnId
|
||||||
|
/\ (kind \in {"Put", "Delete"} => k \in Keys)
|
||||||
|
|
||||||
|
\* Type invariant
|
||||||
|
TypeOk ==
|
||||||
|
/\ wal \in Seq({"Put", "Delete", "Commit"} \X (1..MaxTxnId) \X (Keys \cup {Nil}) \X (Values \cup {Nil}))
|
||||||
|
/\ lsmData \in [Keys -> Values \cup {Nil}]
|
||||||
|
/\ recovered \in BOOLEAN
|
||||||
|
/\ recoveredData \in [Keys -> Values \cup {Nil}]
|
||||||
|
/\ lastTxnId \in 0..MaxTxnId
|
||||||
|
/\ steps \in 0..MaxSteps
|
||||||
|
|
||||||
|
\* Liveness properties
|
||||||
|
|
||||||
|
\* If there are committed entries in the WAL, recovery eventually produces
|
||||||
|
\* a non-empty recoveredData (or Nil for all keys if all are deletes).
|
||||||
|
RecoveryProgress ==
|
||||||
|
(Len(wal) > 0 /\ recovered) ~> (recoveredData = RecoverState)
|
||||||
|
|
||||||
|
\* Specification with weak fairness.
|
||||||
|
Spec == Init /\ [][Next]_vars /\ WF_vars(Next)
|
||||||
|
|
||||||
|
=============================================================================
|
||||||
@@ -34,5 +34,7 @@ run_tlc "$SCRIPT_DIR/replication.tla" "$SCRIPT_DIR/models/replication.cfg"
|
|||||||
run_tlc "$SCRIPT_DIR/gossip.tla" "$SCRIPT_DIR/models/gossip.cfg"
|
run_tlc "$SCRIPT_DIR/gossip.tla" "$SCRIPT_DIR/models/gossip.cfg"
|
||||||
run_tlc "$SCRIPT_DIR/deadlock.tla" "$SCRIPT_DIR/models/deadlock.cfg"
|
run_tlc "$SCRIPT_DIR/deadlock.tla" "$SCRIPT_DIR/models/deadlock.cfg"
|
||||||
run_tlc "$SCRIPT_DIR/sharding.tla" "$SCRIPT_DIR/models/sharding.cfg"
|
run_tlc "$SCRIPT_DIR/sharding.tla" "$SCRIPT_DIR/models/sharding.cfg"
|
||||||
|
run_tlc "$SCRIPT_DIR/backup.tla" "$SCRIPT_DIR/models/backup.cfg"
|
||||||
|
run_tlc "$SCRIPT_DIR/recovery.tla" "$SCRIPT_DIR/models/recovery.cfg"
|
||||||
|
|
||||||
echo "All verification runs completed."
|
echo "All verification runs completed."
|
||||||
|
|||||||
Reference in New Issue
Block a user