Classic distinct-subsequences 2D DP:
dp[i][j] = dp[i-1][j] + (s[i-1] = t[j-1] ? dp[i-1][j-1] : 0)
dp[i][0] = 1 (empty t is a subseq of any prefix of s)
count_subseq "rabbbit" "rabbit" = 3
The three witnesses correspond to which 'b' in "rabbbit" is
dropped (positions 2, 3, or 4 zero-indexed of the run of bs).
Complements subseq_check.ml (just tests presence); this one counts
distinct embeddings.
Tests 2D DP with Array.init n (fun _ -> Array.make m 0), base row
initialization, mixed string + array indexing.
175 baseline programs total.
Stack-based multi-bracket parenthesis matching for ( [ { ) ] }.
Non-bracket chars are skipped (treated as content).
Tests:
() yes
[{()}] yes
({[}]) no (mismatched closer)
"" yes
(( no (unclosed)
()[](){} yes
(a(b)c) yes (a/b/c skipped)
(() no
]) no
5 balanced
Body uses begin/end-wrapped match inside while:
else if c = ')' || c = ']' || c = '}' then begin
match !stack with
| [] -> ok := false
| top :: rest ->
let pair =
(c = ')' && top = '(') ||
(c = ']' && top = '[') ||
(c = '}' && top = '{')
in
if pair then stack := rest else ok := false
end
Tests side-effecting match arms inside while body, ref-of-list as
stack, multi-char pairing dispatch.
174 baseline programs total.
Recursive wildcard matcher:
let rec is_match s i p j =
if j = String.length p then i = String.length s
else if p.[j] = '*' then
is_match s i p (j + 1) (* * matches empty *)
|| (i < String.length s && is_match s (i + 1) p j) (* * eats char *)
else
i < String.length s
&& (p.[j] = '?' || p.[j] = s.[i])
&& is_match s (i + 1) p (j + 1)
Patterns vs texts:
a*b | aaab abc abxyz xy xyz axby -> 1 match
?b*c | aaab abc abxyz xy xyz axby -> 1 match
*x*y* | aaab abc abxyz xy xyz axby -> 4 matches
total = 6
Tests deeply nested short-circuit && / ||, char equality on
pattern bytes, doubly-nested List.iter cross product.
173 baseline programs total.
Recursive powerset construction by doubling:
let rec gen xs = match xs with
| [] -> [[]]
| h :: rest ->
let sub = gen rest in
sub @ List.map (fun s -> h :: s) sub
Enumerates all 2^10 = 1024 subsets, filters by sum:
count = |{ S ⊆ {1..10} | Σ S = 15 }| = 20
Examples: {1,2,3,4,5}, {2,3,4,6}, {1,4,10}, {7,8}, {6,9}, ...
Tests recursive subset construction via List.map + closures,
pattern matching with h :: rest, List.fold_left (+) 0 sum reduce,
exhaustive O(2^n * n) traversal.
172 baseline programs total.
Real OCaml accepts `match e1, e2 with | p1, p2 -> …` without
surrounding parens. parse-pattern previously stopped at the cons
layer (`p :: rest`) and treated a trailing `,` as a separator
the outer caller couldn't handle, surfacing as
"expected op -> got op ,".
Fix: `parse-pattern` now collects comma-separated patterns into a
:ptuple after parse-pattern-cons, before the optional `as` alias.
The scrutinee side already built tuples via parse-tuple, so both
sides are now symmetric.
lru_cache.ml (iter 258) reverts its workaround back to the natural
form:
let rec take n lst = match n, lst with
| 0, _ -> []
| _, [] -> []
| _, h :: r -> h :: take (n - 1) r
607/607 regressions clean.
Functional LRU cache via association-list ordered most-recent-first.
Get / put both:
- find or remove the existing entry
- cons the fresh (k, v) to the front
- on put, trim the tail when over capacity
Sequence:
put 1 100; put 2 200; put 3 300
a = get 1 -> 100 (moves 1 to front)
put 4 400 (evicts 2)
b = get 2 -> -1 (no longer cached)
c = get 3 -> 300
d = get 1 -> 100
a + b + c + d = 499
Tests `match … with (k', v) :: rest when k' = k -> …` tuple-cons
patterns with `when` guards, `function` keyword for arg-less
match, recursive find/remove/take over the same list.
Parser limit found: `match n, lst with` ad-hoc tuple-scrutinee is
not yet supported (got "expected op -> got op ,"); workaround
uses outer `if` plus inner match.
171 baseline programs total.
Fenwick / Binary Indexed Tree for prefix sums. The classic
`i & -i` low-bit trick needs negative-aware AND, but our `land`
evaluator (iter 127, bitwise via floor/mod arithmetic) only handles
non-negative operands. Workaround: a portable lowbit helper that
finds the largest power of 2 dividing i:
let lowbit i =
let r = ref 1 in
while !r * 2 <= i && i mod (!r * 2) = 0 do
r := !r * 2
done;
!r
After building from [1;3;5;7;9;11;13;15]:
total = prefix_sum 8 = 64
update 1 by +100
after = prefix_sum 8 = 164
total + after = 228
Tests recursive update / prefix_sum chains via helper-extracted
lowbit; documents a non-obvious limit of the bitwise-emulation
layer.
168 baseline programs total.
Siamese construction for odd-order magic squares:
- place 1 at (0, n/2)
- for k = 2..n^2, move up-right with (x-1+n) mod n wrap
- if the target cell is taken, drop down one row instead
for n=5, magic constant = n*(n^2+1)/2 = 5*26/2 = 65
Returns the main-diagonal sum (65 by construction).
Tests 2D array via Array.init + Array.make, mod arithmetic with
the (x-1+n) mod n idiom for negative-safe wrap, nested begin/end
branches inside for-loop body.
166 baseline programs total.
Fibonacci via repeated-squaring matrix exponentiation:
[[1, 1], [1, 0]] ^ n = [[F(n+1), F(n)], [F(n), F(n-1)]]
Recursive O(log n) power:
let rec mpow m n =
if n = 0 then identity
else if n mod 2 = 0 then let h = mpow m (n / 2) in mul h h
else mul m (mpow m (n - 1))
Returns the .b cell after raising to the 30th power -> 832040 = F(30).
Tests record literal construction inside recursive function returns,
record field access (x.a etc), and pure integer arithmetic in the
matrix multiply.
165 baseline programs total.
Classic egg-drop puzzle DP:
dp[e][f] = 1 + min over k in [1, f] of
max(dp[e-1][k-1], dp[e][f-k])
For 2 eggs over 36 floors, the optimal worst-case is 8 trials
(closed form: triangular number bound).
Tests 2D DP with triple-nested for-loops, max-of-two via inline
if, large sentinel constant (100000000), mixed shifted indexing
(e-1) and (f-k) where both shift independently.
163 baseline programs total.
DFS topological sort — recurse on out-edges first, prepend after:
let rec dfs v =
if not visited.(v) then begin
visited.(v) <- true;
List.iter dfs adj.(v);
order := v :: !order
end
Same 6-node DAG as iter 230's Kahn's-algorithm baseline:
0 -> {1, 2}
1 -> {3}
2 -> {3, 4}
3 -> {5}
4 -> {5}
5
DFS order: [0; 2; 4; 1; 3; 5]
Horner fold: 0->0->2->24->241->2413->24135.
Complementary to topo_sort.ml (Kahn's BFS); tests recursive DFS
with no explicit stack + List.fold_left as a horner reduction.
160 baseline programs total.
LSD radix sort over base 10 digits. Per pass:
- 10 bucket-refs created via Array.init 10 (fun _ -> ref []) (each
closure call yields a distinct list cell)
- scan array, append each value to its digit's bucket
- flatten buckets back to the array in order
Input [170;45;75;90;802;24;2;66]
Output [2;24;45;66;75;90;170;802]
Sentinel: a.(0) + a.(7)*1000 = 2 + 802*1000 = 802002.
Tests array-of-refs with !buckets.(d) deref, list-mode bucket
sort within in-place array sort, unused for-loop var (`for _ =
1 to maxd`).
159 baseline programs total.
Minimum-coin DP with -1 sentinel for unreachable values:
let coin_min coins amount =
let dp = Array.make (amount + 1) (-1) in
dp.(0) <- 0;
for i = 1 to amount do
List.iter (fun c ->
if c <= i && dp.(i - c) >= 0 then begin
let cand = dp.(i - c) + 1 in
if dp.(i) < 0 || cand < dp.(i) then dp.(i) <- cand
end
) coins
done;
dp.(amount)
coin_min [1; 5; 10; 25] 67 = 6 (* 25+25+10+5+1+1 *)
Tests `if c <= i && dp.(i-c) >= 0 then` short-circuit guard;
relies on iter-242 fix so dp.(i-c) is not evaluated when c > i.
158 baseline programs total.
Recursive 4-way flood fill from every unvisited 1-cell:
let rec flood visited r c =
if r < 0 || r >= h || c < 0 || c >= w then 0
else if visited.(r).(c) || grid.(r).(c) = 0 then 0
else begin
visited.(r).(c) <- true;
1 + flood visited (r - 1) c
+ flood visited (r + 1) c
+ flood visited r (c - 1)
+ flood visited r (c + 1)
end
Grid (1s shown as #, 0s as .):
# # . # #
# . . . #
. . # . .
# # # # .
. . . # #
Largest component: {(2,2),(3,0),(3,1),(3,2),(3,3),(4,3),(4,4)} = 7.
Bounds check r >= 0 must short-circuit before visited/grid reads;
relies on the && / || fix from iter 242.
157 baseline programs total.
Standard in-place next-permutation (Narayana's algorithm):
let next_perm a =
let n = Array.length a in
let i = ref (n - 2) in
while !i >= 0 && a.(!i) >= a.(!i + 1) do i := !i - 1 done;
if !i < 0 then false
else begin
let j = ref (n - 1) in
while a.(!j) <= a.(!i) do j := !j - 1 done;
swap a.(!i) a.(!j);
reverse a (!i + 1) (n - 1);
true
end
Starting from [1;2;3;4;5], next_perm returns true 119 times then
false (when reverse-sorted). 5! - 1 = 119.
Tests guarded `while … && a.(!i) … do` loops that rely on the
iter-242 short-circuit fix.
156 baseline programs total.
Before: `:op` handler always evaluated both operands before dispatching
to ocaml-eval-op. For pure binops that's fine, but `&&` / `||` MUST
short-circuit:
if nr >= 0 && grid.(nr).(nc) = 0 then ...
When nr = -1, real OCaml never evaluates `grid.(-1)`. Our evaluator
did, and crashed with "nth: list/string and number".
Fix: special-case `&&` and `||` in :op dispatch, mirroring the same
pattern already used for `:=` and `<-`. Evaluate lhs, branch on it,
and only evaluate rhs when needed.
Latent since baseline 1 — earlier programs never triggered it because
the rhs was unconditionally safe.
bfs_grid.ml: shortest path through a 5x5 grid with walls. Standard
BFS using Queue.{push,pop,is_empty} + Array.init for the 2D distance
matrix. Path 0,0 -> ... -> 4,4 has length 8. 155 baseline programs
total.
Iterative Levenshtein DP with rolling 1D arrays for O(min(m,n))
space. Distances:
kitten -> sitting : 3
saturday -> sunday : 3
abc -> abc : 0
"" -> abcde : 5
intention -> execution : 5
----------------------------
total : 16
Complementary to the existing levenshtein.ml which uses the
exponential recursive form (only sums tiny strings); this one is
the practical iterative variant used for real ED.
Tests the recently-fixed <- with bare `if` rhs:
curr.(j) <- (if m1 < c then m1 else c) + 1
153 baseline programs total.
Array-backed binary min-heap with explicit size tracking via ref:
let push a size x =
a.(!size) <- x; size := !size + 1; sift_up a (!size - 1)
let pop a size =
let m = a.(0) in
size := !size - 1;
a.(0) <- a.(!size);
sift_down a !size 0;
m
Push [9;4;7;1;8;3;5;2;6], pop nine times -> 1,2,3,4,5,6,7,8,9.
Fold-as-decimal: ((((((((1*10+2)*10+3)*10+4)*10+5)*10+6)*10+7)*10+8)*10+9 = 123456789.
Tests recursive sift_up + sift_down, in-place array swap,
parent/lchild/rchild index arithmetic, combined push/pop session
with refs.
152 baseline programs total.
Polynomial rolling hash mod 1000003 with base 257:
- precompute base^(m-1)
- slide window updating hash in O(1) per step
- verify hash match with O(m) memcmp to skip false positives
rolling_match "abcabcabcabcabcabc" "abc" = 6
Six non-overlapping copies of "abc" at positions 0,3,6,9,12,15.
Tests `for _ = 0 to m - 2 do … done` unused loop variable
(uses underscore wildcard pattern), Char.code arithmetic, mod
arithmetic with intermediate negative subtractions, complex nested
if/begin branching with inner break-via-flag.
151 baseline programs total.
Classic CLRS Huffman code example. ADT:
type tree = Leaf of int * char | Node of int * tree * tree
Build by repeatedly merging two lightest trees (sorted-list pq):
let rec build_tree lst = match lst with
| [t] -> t
| a :: b :: rest ->
let merged = Node (weight a + weight b, a, b) in
build_tree (insert merged rest)
weighted path length (= total Huffman bits):
leaves {(5,a) (9,b) (12,c) (13,d) (16,e) (45,f)} -> 224
Tests sum-typed ADT with mixed arities, `function` keyword
pattern matching, recursive sorted insert, depth-counting recursion.
150 baseline programs total.
Previously `a.(i) <- if c then x else y` failed with
"unexpected token keyword if" because parse-binop-rhs called
parse-prefix for the rhs, which doesn't accept if/match/let/fun.
Real OCaml allows full expressions on the rhs of <-/:=. Fix:
special-case prec-1 ops in parse-binop-rhs to call parse-expr-no-seq
instead of parse-prefix. The recursive parse-binop-rhs with
min-prec restored after picks up any further chained <- (since both
ops are right-associative with no higher-prec binops above them).
Manacher baseline updated to use bare `if` on rhs of <-,
removing the parens workaround from iter 235. 607/607 regressions
remain clean.
Manacher's algorithm: insert # separators (length 2n+1) to unify
odd/even cases, then maintain palindrome radii p[] alongside a
running (center, right) pair to skip work via mirror reflection.
Linear time.
manacher "babadaba" = 7 (* witness: "abadaba", positions 1..7 *)
Note: requires parenthesizing the if-expression on the rhs of <-:
p.(i) <- (if pm < v then pm else v)
Real OCaml parses bare `if` at <-rhs since the rhs is at expr
level; our parser places <-rhs at binop level which doesn't include
`if` / `match` / `let`. Workaround until we relax the binop
RHS grammar.
149 baseline programs total.
Floyd-Warshall all-pairs shortest path with triple-nested for-loop:
for k = 0 to n - 1 do
for i = 0 to n - 1 do
for j = 0 to n - 1 do
if d.(i).(k) + d.(k).(j) < d.(i).(j) then
d.(i).(j) <- d.(i).(k) + d.(k).(j)
done
done
done
Graph (4 nodes, directed):
0->1 weight 5, 0->3 weight 10, 1->2 weight 3, 2->3 weight 1
Direct edge 0->3 = 10, but path 0->1->2->3 = 5+3+1 = 9.
Tests 2D array via Array.init with closure, nested .(i).(j) read
+ write, triple-nested for, in-place mutation under aliasing.
148 baseline programs total.
Modified merge sort that counts inversions during the merge step:
when an element from the right half is selected, the remaining
elements of the left half (mid - i + 1) all form inversions with
that right element.
count_inv [|8; 4; 2; 1; 3; 5; 7; 6|] = 12
Inversions of [8;4;2;1;3;5;7;6]:
with 8: (8,4)(8,2)(8,1)(8,3)(8,5)(8,7)(8,6) = 7
with 4: (4,2)(4,1)(4,3) = 3
with 2: (2,1) = 1
with 7: (7,6) = 1
total = 12
Tests: let rec ... and ... mutual recursion, while + ref + array
mutation, in-place sort with auxiliary scratch array.
145 baseline programs total.
Kahn's algorithm BFS topological sort:
let topo_sort n adj =
let in_deg = Array.make n 0 in
for i = 0 to n - 1 do
List.iter (fun j -> in_deg.(j) <- in_deg.(j) + 1) adj.(i)
done;
let q = Queue.create () in
for i = 0 to n - 1 do
if in_deg.(i) = 0 then Queue.push i q
done;
let count = ref 0 in
while not (Queue.is_empty q) do
let u = Queue.pop q in
count := !count + 1;
List.iter (fun v ->
in_deg.(v) <- in_deg.(v) - 1;
if in_deg.(v) = 0 then Queue.push v q
) adj.(u)
done;
!count
Graph: 0->{1,2}; 1->{3}; 2->{3,4}; 3->{5}; 4->{5}; 5.
Acyclic, so all 6 nodes can be ordered.
Tests Queue.{create,push,pop,is_empty}, mutable array via closure.
144 baseline programs total.
Standard 1D 0/1 knapsack DP with reverse inner loop:
let knapsack values weights cap =
let n = Array.length values in
let dp = Array.make (cap + 1) 0 in
for i = 0 to n - 1 do
let v = values.(i) and w = weights.(i) in
for c = cap downto w do
let take = dp.(c - w) + v in
if take > dp.(c) then dp.(c) <- take
done
done;
dp.(cap)
values: [|6; 10; 12; 15; 20|]
weights: [|1; 2; 3; 4; 5|]
knapsack v w 8 = 36 (* take items with weights 1, 2, 5 *)
Tests for-downto + array literal access in the same hot loop.
143 baseline programs total.
Classic 2D DP for longest common subsequence, optimized to use
two rolling 1D arrays (prev / curr) for O(min(m,n)) space:
for i = 1 to m do
for j = 1 to n do
if s1.[i-1] = s2.[j-1] then curr.(j) <- prev.(j-1) + 1
else if prev.(j) >= curr.(j-1) then curr.(j) <- prev.(j)
else curr.(j) <- curr.(j-1)
done;
for j = 0 to n do prev.(j) <- curr.(j) done
done;
prev.(n)
lcs "ABCBDAB" "BDCAB" = 4
Two valid LCS witnesses: BCAB and BDAB.
Avoids Array.make_matrix (not in our runtime) by manual rolling.
142 baseline programs total.
Disjoint-set union with path compression:
let make_uf n = Array.init n (fun i -> i)
let rec find p x =
if p.(x) = x then x
else begin let r = find p p.(x) in p.(x) <- r; r end
let union p x y =
let rx = find p x in let ry = find p y in
if rx <> ry then p.(rx) <- ry
After unioning (0,1), (2,3), (4,5), (6,7), (0,2), (4,6):
{0,1,2,3} {4,5,6,7} {8} {9} --> 4 components.
Tests Array.init with closure, recursive find, in-place .(i)<-r.
139 baseline programs total.
Hoare quickselect with Lomuto partition: recursively narrows the
range to whichever side contains the kth index. Mutates the array
in place via .(i)<-v. The median (k=4) of [7;2;9;1;5;6;3;8;4] is 5.
let rec quickselect arr lo hi k =
if lo = hi then arr.(lo)
else begin
let pivot = arr.(hi) in
let i = ref lo in
for j = lo to hi - 1 do
if arr.(j) < pivot then begin
let t = arr.(!i) in
arr.(!i) <- arr.(j); arr.(j) <- t;
i := !i + 1
end
done;
...
end
Exercises array literal syntax + in-place mutation in the same
program, ensuring [|...|] yields a mutable backing.
138 baseline programs total.
Added parser support for OCaml array literal syntax:
[| e1; e2; ...; en |] --> Array.of_list [e1; e2; ...; en]
[||] --> Array.of_list []
Desugaring keeps the array representation unchanged (ref-of-list)
since Array.of_list is a no-op constructor for that backing.
Tokenizer emits [, |, |, ] as separate ops; parser detects [ followed
by | and enters array-literal mode, terminating on |].
Baseline lis.ml exercises the syntax:
let lis arr =
let n = Array.length arr in
let dp = Array.make n 1 in
for i = 1 to n - 1 do
for j = 0 to i - 1 do
if arr.(j) < arr.(i) && dp.(j) + 1 > dp.(i) then
dp.(i) <- dp.(j) + 1
done
done;
let best = ref 0 in
for i = 0 to n - 1 do
if dp.(i) > !best then best := dp.(i)
done;
!best
lis [|10; 22; 9; 33; 21; 50; 41; 60; 80|] = 6
137 baseline programs total.
Classic Josephus problem solved with the standard recurrence:
let rec josephus n k =
if n = 1 then 0
else (josephus (n - 1) k + k) mod n
josephus 50 3 + 1 = 11
50 people stand in a circle, every 3rd is eliminated; the last
survivor is at position 11 (1-indexed). Tests recursion + mod.
136 baseline programs total.
Counts integer partitions via classic DP:
let partition_count n =
let dp = Array.make (n + 1) 0 in
dp.(0) <- 1;
for k = 1 to n do
for i = k to n do
dp.(i) <- dp.(i) + dp.(i - k)
done
done;
dp.(n)
partition_count 15 = 176
Tests Array.make, .(i)<-/.(i) array access, nested for-loops, refs.
135 baseline programs total.
Uses Euclid's formula: for coprime m > k of opposite parity, the
triple (m^2 - k^2, 2mk, m^2 + k^2) is a primitive Pythagorean.
let count_primitive_triples n =
let c = ref 0 in
for m = 2 to 50 do
let kk = ref 1 in
while !kk < m do
if (m - !kk) mod 2 = 1 && gcd m !kk = 1 then begin
let h = m * m + !kk * !kk in
if h <= n then c := !c + 1
end;
kk := !kk + 1
done
done;
!c
count_primitive_triples 100 = 16
The 16 triples include the classics (3,4,5), (5,12,13), (8,15,17),
(7,24,25), and end with (65,72,97).
134 baseline programs total.
A Harshad (or Niven) number is divisible by its digit sum:
let count_harshad limit =
let c = ref 0 in
for n = 1 to limit do
if n mod (digit_sum n) = 0 then c := !c + 1
done;
!c
count_harshad 100 = 33
All single-digit numbers (1..9) qualify trivially. Plus 10, 12, 18,
20, 21, 24, 27, 30, 36, 40, 42, 45, 48, 50, 54, 60, 63, 70, 72, 80,
81, 84, 90, 100 (24 more) = 33 total under 100.
133 baseline programs total.
Walks digits via mod 10 / div 10, accumulating the reversed value:
let reverse_int n =
let m = ref n in
let r = ref 0 in
while !m > 0 do
r := !r * 10 + !m mod 10;
m := !m / 10
done;
!r
reverse 12345 + reverse 100 + reverse 7
= 54321 + 1 + 7
= 54329
Trailing zeros collapse (reverse 100 = 1, not 001).
132 baseline programs total.
Walks the pin-knockdown list applying strike/spare bonuses through
a 10-frame counter:
strike (10): score 10 + next 2 throws, advance i+1
spare (a + b = 10): score 10 + next 1 throw, advance i+2
open (a + b < 10): score a + b, advance i+2
Frame ten special-cases are handled implicitly: the input includes
bonus throws naturally and the while-loop terminates after frame 10.
bowling_score [10; 7; 3; 9; 0; 10; 0; 8; 8; 2; 0; 6;
10; 10; 10; 8; 1]
= 20+19+9+18+8+10+6+30+28+19
= 167
131 baseline programs total.
Single-helper tail-recursive loop threading an accumulator:
let factorial n =
let rec go n acc =
if n <= 1 then acc
else go (n - 1) (n * acc)
in
go n 1
factorial 12 = 479_001_600
Companion to factorial.ml (10! = 3628800 via doubly-recursive
style); same answer-shape, different evaluator stress: this version
has constant stack depth.
130 baseline programs total — milestone.
safe_div returns None on division by zero; safe_chain stitches two
divisions, propagating None on either failure:
let safe_div a b =
if b = 0 then None else Some (a / b)
let safe_chain a b c =
match safe_div a b with
| None -> None
| Some q -> safe_div q c
Test:
safe_chain 100 2 5 = Some 10
safe_chain 100 0 5 = None -> -1
safe_chain 50 5 0 = None -> -1
safe_chain 1000 10 5 = Some 20
10 - 1 - 1 + 20 = 28
Tests Option chaining + match-on-result with sentinel default.
Demonstrates the canonical 'fail-early on None' pattern.
129 baseline programs total.
19-arm match returning the English word for each number 1..19, then
sum String.length:
let number_to_words n =
match n with
| 1 -> 'one' | 2 -> 'two' | ... | 19 -> 'nineteen'
| _ -> ''
total_letters 19 = 36 + 70 = 106
(1-9) (10-19)
Real PE17 covers 1..1000 (answer 21124) but needs more elaborate
number-to-words logic (compounds, 'and', 'thousand'). 1..19 keeps
the program small while exercising literal-pattern match dispatch
on many arms.
128 baseline programs total.
