Space Leaks in Haskell
Haskell's lazy evaluation is powerful but introduces a unique class of memory leaks called "space leaks" — unevaluated thunks accumulate in memory, using far more space than the actual computed values would.
The Classic foldl Leak
-- BAD — builds a huge thunk chain
total = foldl (+) 0 [1..10000000]
-- Creates: ((((0 + 1) + 2) + 3) + ...)
-- None of these additions are evaluated!
-- GOOD — strict left fold
total = foldl' (+) 0 [1..10000000]
-- Evaluates each addition immediatelyAlways import Data.List (foldl') and use the strict version.
Lazy Fields in Data Types
-- BAD — lazy fields accumulate thunks
data Stats = Stats
{ count :: Int
, total :: Double
}
-- GOOD — strict fields with BangPatterns
{-# LANGUAGE StrictData #-}
data Stats = Stats
{ count :: !Int
, total :: !Double
}Accumulator Pattern
-- BAD — lazy accumulator
process [] acc = acc
process (x:xs) acc = process xs (acc + compute x)
-- GOOD — force the accumulator with seq
process [] acc = acc
process (x:xs) acc = let acc' = acc + compute x
in acc' `seq` process xs acc'Finding Leaks
Compile with profiling and use heap profiles:
ghc -O2 -prof -fprof-auto -rtsopts Main.hs
./Main +RTS -hc -p
hp2ps Main.hpThis generates a visual heap profile showing which cost centres consume the most memory.
Bugsly can receive memory metrics from Haskell services via its API, helping you track space leaks in production before they cause outages.
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