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# Instructions | ||
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Your task is to implement a binary search algorithm. | ||
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A binary search algorithm finds an item in a list by repeatedly splitting it in half, only keeping the half which contains the item we're looking for. | ||
It allows us to quickly narrow down the possible locations of our item until we find it, or until we've eliminated all possible locations. | ||
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~~~~exercism/caution | ||
Binary search only works when a list has been sorted. | ||
~~~~ | ||
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The algorithm looks like this: | ||
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- Find the middle element of a _sorted_ list and compare it with the item we're looking for. | ||
- If the middle element is our item, then we're done! | ||
- If the middle element is greater than our item, we can eliminate that element and all the elements **after** it. | ||
- If the middle element is less than our item, we can eliminate that element and all the elements **before** it. | ||
- If every element of the list has been eliminated then the item is not in the list. | ||
- Otherwise, repeat the process on the part of the list that has not been eliminated. | ||
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Here's an example: | ||
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Let's say we're looking for the number 23 in the following sorted list: `[4, 8, 12, 16, 23, 28, 32]`. | ||
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- We start by comparing 23 with the middle element, 16. | ||
- Since 23 is greater than 16, we can eliminate the left half of the list, leaving us with `[23, 28, 32]`. | ||
- We then compare 23 with the new middle element, 28. | ||
- Since 23 is less than 28, we can eliminate the right half of the list: `[23]`. | ||
- We've found our item. |
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# Introduction | ||
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You have stumbled upon a group of mathematicians who are also singer-songwriters. | ||
They have written a song for each of their favorite numbers, and, as you can imagine, they have a lot of favorite numbers (like [0][zero] or [73][seventy-three] or [6174][kaprekars-constant]). | ||
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You are curious to hear the song for your favorite number, but with so many songs to wade through, finding the right song could take a while. | ||
Fortunately, they have organized their songs in a playlist sorted by the title — which is simply the number that the song is about. | ||
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You realize that you can use a binary search algorithm to quickly find a song given the title. | ||
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[zero]: https://en.wikipedia.org/wiki/0 | ||
[seventy-three]: https://en.wikipedia.org/wiki/73_(number) | ||
[kaprekars-constant]: https://en.wikipedia.org/wiki/6174_(number) |
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{ | ||
"authors": [ | ||
"keiravillekode" | ||
], | ||
"files": { | ||
"solution": [ | ||
"binary-search.sml" | ||
], | ||
"test": [ | ||
"test.sml" | ||
], | ||
"example": [ | ||
".meta/example.sml" | ||
] | ||
}, | ||
"blurb": "Implement a binary search algorithm.", | ||
"source": "Wikipedia", | ||
"source_url": "https://en.wikipedia.org/wiki/Binary_search_algorithm" | ||
} |
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fun find (haystack: int array, needle: int): int = | ||
let | ||
fun recurse (low: int, high: int): int = | ||
if low >= high then raise Fail "value not in array" | ||
else | ||
let | ||
val middle = (low + high) div 2 | ||
val element = Array.sub (haystack, middle) | ||
in | ||
if needle < element then recurse (low, middle) | ||
else if needle > element then recurse (middle + 1, high) | ||
else middle | ||
end | ||
in | ||
recurse (0, Array.length haystack) | ||
end |
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# This is an auto-generated file. | ||
# | ||
# Regenerating this file via `configlet sync` will: | ||
# - Recreate every `description` key/value pair | ||
# - Recreate every `reimplements` key/value pair, where they exist in problem-specifications | ||
# - Remove any `include = true` key/value pair (an omitted `include` key implies inclusion) | ||
# - Preserve any other key/value pair | ||
# | ||
# As user-added comments (using the # character) will be removed when this file | ||
# is regenerated, comments can be added via a `comment` key. | ||
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[b55c24a9-a98d-4379-a08c-2adcf8ebeee8] | ||
description = "finds a value in an array with one element" | ||
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[73469346-b0a0-4011-89bf-989e443d503d] | ||
description = "finds a value in the middle of an array" | ||
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[327bc482-ab85-424e-a724-fb4658e66ddb] | ||
description = "finds a value at the beginning of an array" | ||
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[f9f94b16-fe5e-472c-85ea-c513804c7d59] | ||
description = "finds a value at the end of an array" | ||
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[f0068905-26e3-4342-856d-ad153cadb338] | ||
description = "finds a value in an array of odd length" | ||
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[fc316b12-c8b3-4f5e-9e89-532b3389de8c] | ||
description = "finds a value in an array of even length" | ||
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[da7db20a-354f-49f7-a6a1-650a54998aa6] | ||
description = "identifies that a value is not included in the array" | ||
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[95d869ff-3daf-4c79-b622-6e805c675f97] | ||
description = "a value smaller than the array's smallest value is not found" | ||
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[8b24ef45-6e51-4a94-9eac-c2bf38fdb0ba] | ||
description = "a value larger than the array's largest value is not found" | ||
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[f439a0fa-cf42-4262-8ad1-64bf41ce566a] | ||
description = "nothing is found in an empty array" | ||
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[2c353967-b56d-40b8-acff-ce43115eed64] | ||
description = "nothing is found when the left and right bounds cross" |
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fun find (haystack: int array, needle: int): int = | ||
raise Fail "'find' is not implemented" |
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(* version 1.0.0 *) | ||
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use "testlib.sml"; | ||
use "binary-search.sml"; | ||
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infixr |> | ||
fun x |> f = f x | ||
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val testsuite = | ||
describe "binary-search" [ | ||
test "finds a value in an array with one element" | ||
(fn _ => find (Array.fromList [6], 6) |> Expect.equalTo 0), | ||
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test "finds a value in the middle of an array" | ||
(fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 6) |> Expect.equalTo 3), | ||
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test "finds a value at the beginning of an array" | ||
(fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 1) |> Expect.equalTo 0), | ||
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test "finds a value at the end of an array" | ||
(fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 11) |> Expect.equalTo 6), | ||
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test "finds a value in an array of odd length" | ||
(fn _ => find (Array.fromList [1, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 634], 144) |> Expect.equalTo 9), | ||
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test "finds a value in an array of even length" | ||
(fn _ => find (Array.fromList [1, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377], 21) |> Expect.equalTo 5), | ||
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test "identifies that a value is not included in the array" | ||
(fn _ => (fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 7)) |> Expect.error (Fail "value not in array")), | ||
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test "a value smaller than the array's smallest value is not found" | ||
(fn _ => (fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 0)) |> Expect.error (Fail "value not in array")), | ||
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test "a value larger than the array's largest value is not found" | ||
(fn _ => (fn _ => find (Array.fromList [1, 3, 4, 6, 8, 9, 11], 13)) |> Expect.error (Fail "value not in array")), | ||
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test "nothing is found in an empty array" | ||
(fn _ => (fn _ => find (Array.fromList [], 1)) |> Expect.error (Fail "value not in array")), | ||
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test "nothing is found when the left and right bounds cross" | ||
(fn _ => (fn _ => find (Array.fromList [1, 2], 0)) |> Expect.error (Fail "value not in array")) | ||
] | ||
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val _ = Test.run testsuite |
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structure Expect = | ||
struct | ||
datatype expectation = Pass | Fail of string * string | ||
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local | ||
fun failEq b a = | ||
Fail ("Expected: " ^ b, "Got: " ^ a) | ||
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fun failExn b a = | ||
Fail ("Expected: " ^ b, "Raised: " ^ a) | ||
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fun exnName (e: exn): string = General.exnName e | ||
in | ||
fun truthy a = | ||
if a | ||
then Pass | ||
else failEq "true" "false" | ||
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fun falsy a = | ||
if a | ||
then failEq "false" "true" | ||
else Pass | ||
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fun equalTo b a = | ||
if a = b | ||
then Pass | ||
else failEq (PolyML.makestring b) (PolyML.makestring a) | ||
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fun nearTo delta b a = | ||
if Real.abs (a - b) <= delta * Real.abs a orelse | ||
Real.abs (a - b) <= delta * Real.abs b | ||
then Pass | ||
else failEq (Real.toString b ^ " +/- " ^ Real.toString delta) (Real.toString a) | ||
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fun anyError f = | ||
( | ||
f (); | ||
failExn "an exception" "Nothing" | ||
) handle _ => Pass | ||
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fun error e f = | ||
( | ||
f (); | ||
failExn (exnName e) "Nothing" | ||
) handle e' => if exnMessage e' = exnMessage e | ||
then Pass | ||
else failExn (exnMessage e) (exnMessage e') | ||
end | ||
end | ||
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structure TermColor = | ||
struct | ||
datatype color = Red | Green | Yellow | Normal | ||
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fun f Red = "\027[31m" | ||
| f Green = "\027[32m" | ||
| f Yellow = "\027[33m" | ||
| f Normal = "\027[0m" | ||
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fun colorize color s = (f color) ^ s ^ (f Normal) | ||
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val redit = colorize Red | ||
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val greenit = colorize Green | ||
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val yellowit = colorize Yellow | ||
end | ||
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structure Test = | ||
struct | ||
datatype testnode = TestGroup of string * testnode list | ||
| Test of string * (unit -> Expect.expectation) | ||
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local | ||
datatype evaluation = Success of string | ||
| Failure of string * string * string | ||
| Error of string * string | ||
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fun indent n s = (implode (List.tabulate (n, fn _ => #" "))) ^ s | ||
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fun fmt indentlvl ev = | ||
let | ||
val check = TermColor.greenit "\226\156\148 " (* ✔ *) | ||
val cross = TermColor.redit "\226\156\150 " (* ✖ *) | ||
val indentlvl = indentlvl * 2 | ||
in | ||
case ev of | ||
Success descr => indent indentlvl (check ^ descr) | ||
| Failure (descr, exp, got) => | ||
String.concatWith "\n" [indent indentlvl (cross ^ descr), | ||
indent (indentlvl + 2) exp, | ||
indent (indentlvl + 2) got] | ||
| Error (descr, reason) => | ||
String.concatWith "\n" [indent indentlvl (cross ^ descr), | ||
indent (indentlvl + 2) (TermColor.redit reason)] | ||
end | ||
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fun eval (TestGroup _) = raise Fail "Only a 'Test' can be evaluated" | ||
| eval (Test (descr, thunk)) = | ||
( | ||
case thunk () of | ||
Expect.Pass => ((1, 0, 0), Success descr) | ||
| Expect.Fail (s, s') => ((0, 1, 0), Failure (descr, s, s')) | ||
) | ||
handle e => ((0, 0, 1), Error (descr, "Unexpected error: " ^ exnMessage e)) | ||
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fun flatten depth testnode = | ||
let | ||
fun sum (x, y, z) (a, b, c) = (x + a, y + b, z + c) | ||
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fun aux (t, (counter, acc)) = | ||
let | ||
val (counter', texts) = flatten (depth + 1) t | ||
in | ||
(sum counter' counter, texts :: acc) | ||
end | ||
in | ||
case testnode of | ||
TestGroup (descr, ts) => | ||
let | ||
val (counter, texts) = foldr aux ((0, 0, 0), []) ts | ||
in | ||
(counter, (indent (depth * 2) descr) :: List.concat texts) | ||
end | ||
| Test _ => | ||
let | ||
val (counter, evaluation) = eval testnode | ||
in | ||
(counter, [fmt depth evaluation]) | ||
end | ||
end | ||
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fun println s = print (s ^ "\n") | ||
in | ||
fun run suite = | ||
let | ||
val ((succeeded, failed, errored), texts) = flatten 0 suite | ||
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val summary = String.concatWith ", " [ | ||
TermColor.greenit ((Int.toString succeeded) ^ " passed"), | ||
TermColor.redit ((Int.toString failed) ^ " failed"), | ||
TermColor.redit ((Int.toString errored) ^ " errored"), | ||
(Int.toString (succeeded + failed + errored)) ^ " total" | ||
] | ||
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val status = if failed = 0 andalso errored = 0 | ||
then OS.Process.success | ||
else OS.Process.failure | ||
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in | ||
List.app println texts; | ||
println ""; | ||
println ("Tests: " ^ summary); | ||
OS.Process.exit status | ||
end | ||
end | ||
end | ||
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fun describe description tests = Test.TestGroup (description, tests) | ||
fun test description thunk = Test.Test (description, thunk) |