1. Porovnání (Binomické koeficienty)
Porovnání jednotlivých řešení po tvrdém deadline prvního rozcvičkového a seznamovacího úkolu.
using CSV, DataFrames"""
record_rank!(data_frame, column)
Pomocná hodnotící funkce přidělující body do sloupce `score` tabulky
`data_frame` podle pořadí ve sloupci `column` (seřazeném).
"""
function record_rank!(data_frame::DataFrame, column::Symbol)
rank = 1
value = first(data_frame[!, column])
for row in eachrow(data_frame)
if ismissing(row[column])
row[:score] += 42
continue
elseif ismissing(value)
value = row[column]
elseif row[column] != value
value = row[column]
rank += 1
end
row[:score] += rank
end
end;Načtení dat, smazání username a přidání "skórovacího" sloupce a výpis základních statistik datasetu.
df = CSV.read("benchmark01.csv", DataFrame)
df[!, "score"] .= 0
select!(df, Not(:username))
describe(df)14×7 DataFrame
| Row | variable | mean | min | median | max | nmissing | eltype |
|---|---|---|---|---|---|---|---|
| Symbol | Union… | Any | Union… | Any | Int64 | Type | |
| 1 | nick | Aeloria of the Seven Sigils | kalvotom | 0 | String | ||
| 2 | code | 29.5769 | 1 | 29.0 | 49 | 1 | Union{Missing, Int64} |
| 3 | comment | 18.5962 | 0 | 18.0 | 57 | 1 | Union{Missing, Int64} |
| 4 | correctness | 0.943396 | false | 1.0 | true | 0 | Bool |
| 5 | test_int64_t | 157.152 | 1.994 | 2.214 | 1231.3 | 3 | Union{Missing, Float64} |
| 6 | test_int64_m | 41.28 | 0 | 0.0 | 1984 | 3 | Union{Missing, Int64} |
| 7 | test_int64_c | 0.943396 | false | 1.0 | true | 0 | Bool |
| 8 | test_bigint_t | 25301.5 | 1119.1 | 18996.0 | 142324.0 | 2 | Union{Missing, Float64} |
| 9 | test_bigint_m | 32861.5 | 768 | 27344.0 | 141424 | 2 | Union{Missing, Int64} |
| 10 | test_bigint_c | 0.962264 | false | 1.0 | true | 0 | Bool |
| 11 | test_cfloat64_t | 923.726 | 2.435 | 159.68 | 34515.0 | 1 | Union{Missing, Float64} |
| 12 | test_cfloat64_m | 710.615 | 0 | 0.0 | 36840 | 1 | Union{Missing, Int64} |
| 13 | test_cfloat64_c | 0.981132 | false | 1.0 | true | 0 | Bool |
| 14 | score | 0.0 | 0 | 0.0 | 0 | 0 | Int64 |
Do měření započítávám pouze odevzdání, která počítají správné výsledky v typech Int64, BigInt, Float64, Complex{Float64} a Complex{BigFloat}.
Dále mezi hodnocené zařazuji i své odevzdání (nick kalvotom), kód vygenerovaný pomocí ChatGPT (nick chatgpt) a vnitřní implementaci (zobecněného) binomického koeficientu dostupného v Julia ve formě binomial methody (nick julia, příslušný main.jl tak obsahuje pouze binom = binomial).
df = df[df[:, :correctness], :];Parametry kódu
Počet řádek kódu. Čím méně, tím lépe, což ale vždy neplatí, že. Měření pomocí nástroje cloc.
sort!(df, :code)
record_rank!(df, :code)
show(df[!,[:nick, :code, :score]], allrows=true)50×3 DataFrame Row │ nick code score │ String Int64? Int64 ─────┼────────────────────────────────────────────────── 1 │ julia 1 1 2 │ Ilyrien Dawnpetal 17 2 3 │ Cyralis Moonbinder 19 3 4 │ Kerron the Unseen 20 4 5 │ Thalendir Brightflame 21 5 6 │ Vyrion the Eternal 21 5 7 │ Velindra the Azure 22 6 8 │ Bramor the Tempest 22 6 9 │ Orren Emberforge 22 6 10 │ Dravok the Gloomed 23 7 11 │ Maranelle Frostpetal 23 7 12 │ Lyssara Moonveil 24 8 13 │ Talvorn Runebreaker 24 8 14 │ Xandor the Arcane 24 8 15 │ Orlien Silverchant 25 9 16 │ kalvotom 26 10 17 │ Caelwyn of the Crystal Spire 26 10 18 │ Erenwyn the Whispering 26 10 19 │ Sareth the Verdant 26 10 20 │ Aeloria of the Seven Sigils 26 10 21 │ Zytherin the Forgotten 26 10 22 │ Eldaric Runehand 28 11 23 │ Maerilith Stormweaver 28 11 24 │ Gorvath Ironchant 28 11 25 │ Rhovar Mistborn 29 12 26 │ Althira Starweaver 29 12 27 │ Dromek the Bound 29 12 28 │ chatgpt 30 13 29 │ Thamior Embercloak 30 13 30 │ Morvain Duskwalker 30 13 31 │ Zerathorn the Pale 30 13 32 │ Velmaris Lightbinder 30 13 33 │ Galdur the Wise 31 14 34 │ Lunara Dreambinder 31 14 35 │ Sylthara the Veiled 31 14 36 │ Elithar Dawnseeker 32 15 37 │ Yseline Frostwhisper 33 16 38 │ Korthen Deepflame 33 16 39 │ Vessryn Bloodsong 33 16 40 │ Eldwyn of the Shimmering Vale 34 17 41 │ Nimriel the Golden 35 18 42 │ Selvethra of the Whispering Woods 35 18 43 │ Thauren the Wandering 36 19 44 │ Faelora Nightbloom 37 20 45 │ Valtheris of the Amber Flame 39 21 46 │ Talmek the Shattered 40 22 47 │ Seraphyne Windwhisper 44 23 48 │ Mirelda Starbloom 44 23 49 │ Korvath the Obsidian 49 24 50 │ Ivenar Spellforge 49 24
Počet řádek komentářů (včetně docstringů). Zde naopak čím více, tím lépe.
sort!(df, :comment, rev=true)
record_rank!(df, :comment)
show(df[!,[:nick, :comment, :score]], allrows=true)50×3 DataFrame Row │ nick comment score │ String Int64? Int64 ─────┼─────────────────────────────────────────────────── 1 │ Eldwyn of the Shimmering Vale 57 18 2 │ Eldaric Runehand 41 13 3 │ Morvain Duskwalker 40 16 4 │ Bramor the Tempest 33 10 5 │ Lunara Dreambinder 33 18 6 │ Althira Starweaver 32 17 7 │ Kerron the Unseen 31 10 8 │ Aeloria of the Seven Sigils 31 16 9 │ Elithar Dawnseeker 30 22 10 │ Cyralis Moonbinder 28 11 11 │ Orren Emberforge 28 14 12 │ Dromek the Bound 28 20 13 │ Velmaris Lightbinder 24 22 14 │ Galdur the Wise 24 23 15 │ Seraphyne Windwhisper 24 32 16 │ Maerilith Stormweaver 23 21 17 │ chatgpt 22 24 18 │ Thamior Embercloak 22 24 19 │ Maranelle Frostpetal 21 19 20 │ Talvorn Runebreaker 21 20 21 │ Sylthara the Veiled 21 26 22 │ Ivenar Spellforge 21 36 23 │ Orlien Silverchant 20 22 24 │ Rhovar Mistborn 20 25 25 │ Mirelda Starbloom 20 36 26 │ Caelwyn of the Crystal Spire 18 24 27 │ Thauren the Wandering 18 33 28 │ Erenwyn the Whispering 17 25 29 │ Vessryn Bloodsong 17 31 30 │ Dravok the Gloomed 16 23 31 │ Faelora Nightbloom 16 36 32 │ Nimriel the Golden 15 35 33 │ kalvotom 14 28 34 │ Zytherin the Forgotten 14 28 35 │ Zerathorn the Pale 13 32 36 │ Vyrion the Eternal 12 25 37 │ Velindra the Azure 12 26 38 │ Lyssara Moonveil 10 29 39 │ Gorvath Ironchant 10 32 40 │ Korthen Deepflame 10 37 41 │ Xandor the Arcane 9 30 42 │ Ilyrien Dawnpetal 7 25 43 │ Talmek the Shattered 7 45 44 │ Valtheris of the Amber Flame 6 45 45 │ Selvethra of the Whispering Woods 5 43 46 │ Thalendir Brightflame 4 31 47 │ Korvath the Obsidian 2 51 48 │ julia 0 29 49 │ Sareth the Verdant 0 38 50 │ Yseline Frostwhisper 0 44
Int64
Test s oběma argumenty typy Int64. V testu počítáme vždy několik (všichni stejný) binomických koeficentů pro několik různých k. Zde je výsledek měření doby běhu, seřazeno relativně k nejrychlejšímu. Vzhledem k jednoduchosti metody odhaduji, že u prvních cca dvou desítek míst jde spíše o chybu měření. Poslední sloupec pro jistotu (znovu) zaznamenává správnost výsledků u tohoto konkrétního experimentu.
sort!(df, :test_int64_t)
df[!, :test_int64_t] /= df[1, :test_int64_t]
record_rank!(df, :test_int64_t)
show(df[!,[:nick, :test_int64_t, :score, :test_int64_c]], allrows=true)50×4 DataFrame Row │ nick test_int64_t score test_int64_c │ String Float64 Int64 Bool ─────┼────────────────────────────────────────────────────────────────────── 1 │ Eldwyn of the Shimmering Vale 1.0 19 true 2 │ Eldaric Runehand 1.0 14 true 3 │ Althira Starweaver 1.0 18 true 4 │ Kerron the Unseen 1.0 11 true 5 │ Dromek the Bound 1.0 21 true 6 │ Seraphyne Windwhisper 1.0 33 true 7 │ Orlien Silverchant 1.0 23 true 8 │ Erenwyn the Whispering 1.0 26 true 9 │ Dravok the Gloomed 1.0 24 true 10 │ Faelora Nightbloom 1.0 37 true 11 │ Nimriel the Golden 1.0 36 true 12 │ Velindra the Azure 1.0 27 true 13 │ Valtheris of the Amber Flame 1.0 46 true 14 │ Gorvath Ironchant 1.00451 34 true 15 │ Maerilith Stormweaver 1.00502 24 true 16 │ Caelwyn of the Crystal Spire 1.01003 28 true 17 │ Thauren the Wandering 1.01003 37 true 18 │ Velmaris Lightbinder 1.01454 27 true 19 │ Cyralis Moonbinder 1.01505 17 true 20 │ Sylthara the Veiled 1.01505 32 true 21 │ Korthen Deepflame 1.01505 43 true 22 │ Sareth the Verdant 1.01505 44 true 23 │ Yseline Frostwhisper 1.01505 50 true 24 │ chatgpt 1.11033 31 true 25 │ kalvotom 1.11033 35 true 26 │ Zytherin the Forgotten 1.11033 35 true 27 │ Zerathorn the Pale 1.11033 39 true 28 │ Xandor the Arcane 1.11033 37 true 29 │ Korvath the Obsidian 1.11033 58 true 30 │ Maranelle Frostpetal 1.11083 27 true 31 │ Talvorn Runebreaker 1.11535 29 true 32 │ Ilyrien Dawnpetal 1.11535 34 true 33 │ Rhovar Mistborn 1.12538 35 true 34 │ Vessryn Bloodsong 1.12538 41 true 35 │ Lunara Dreambinder 1.13039 29 true 36 │ Orren Emberforge 1.13039 25 true 37 │ Aeloria of the Seven Sigils 1.41725 28 true 38 │ Morvain Duskwalker 35.5528 29 true 39 │ Galdur the Wise 40.8846 37 true 40 │ Mirelda Starbloom 61.1658 51 true 41 │ Vyrion the Eternal 87.3355 41 true 42 │ julia 107.636 46 true 43 │ Lyssara Moonveil 125.64 47 true 44 │ Talmek the Shattered 340.879 64 true 45 │ Thamior Embercloak 462.402 44 true 46 │ Bramor the Tempest 465.327 31 true 47 │ Ivenar Spellforge 467.435 58 true 48 │ Elithar Dawnseeker 528.586 45 true 49 │ Selvethra of the Whispering Woods 561.234 67 true 50 │ Thalendir Brightflame 617.503 56 true
A pak paměť ve stejném experimentu, čím méně, tím lépe.
sort!(df, :test_int64_m)
record_rank!(df, :test_int64_m)
show(df[!, [:nick, :test_int64_m, :score]], allrows=true)50×3 DataFrame Row │ nick test_int64_m score │ String Int64? Int64 ─────┼──────────────────────────────────────────────────────── 1 │ Eldwyn of the Shimmering Vale 0 20 2 │ Eldaric Runehand 0 15 3 │ Althira Starweaver 0 19 4 │ Kerron the Unseen 0 12 5 │ Dromek the Bound 0 22 6 │ Seraphyne Windwhisper 0 34 7 │ Orlien Silverchant 0 24 8 │ Erenwyn the Whispering 0 27 9 │ Dravok the Gloomed 0 25 10 │ Faelora Nightbloom 0 38 11 │ Nimriel the Golden 0 37 12 │ Velindra the Azure 0 28 13 │ Valtheris of the Amber Flame 0 47 14 │ Gorvath Ironchant 0 35 15 │ Maerilith Stormweaver 0 25 16 │ Caelwyn of the Crystal Spire 0 29 17 │ Thauren the Wandering 0 38 18 │ Velmaris Lightbinder 0 28 19 │ Cyralis Moonbinder 0 18 20 │ Sylthara the Veiled 0 33 21 │ Korthen Deepflame 0 44 22 │ Sareth the Verdant 0 45 23 │ Yseline Frostwhisper 0 51 24 │ chatgpt 0 32 25 │ kalvotom 0 36 26 │ Zytherin the Forgotten 0 36 27 │ Zerathorn the Pale 0 40 28 │ Xandor the Arcane 0 38 29 │ Korvath the Obsidian 0 59 30 │ Maranelle Frostpetal 0 28 31 │ Talvorn Runebreaker 0 30 32 │ Ilyrien Dawnpetal 0 35 33 │ Rhovar Mistborn 0 36 34 │ Vessryn Bloodsong 0 42 35 │ Lunara Dreambinder 0 30 36 │ Orren Emberforge 0 26 37 │ Aeloria of the Seven Sigils 0 29 38 │ Morvain Duskwalker 0 30 39 │ Galdur the Wise 0 38 40 │ Mirelda Starbloom 0 52 41 │ Vyrion the Eternal 0 42 42 │ Lyssara Moonveil 0 48 43 │ Talmek the Shattered 0 65 44 │ Thamior Embercloak 0 45 45 │ Bramor the Tempest 0 32 46 │ Ivenar Spellforge 0 59 47 │ Elithar Dawnseeker 0 46 48 │ Selvethra of the Whispering Woods 0 68 49 │ julia 80 48 50 │ Thalendir Brightflame 1984 59
BigInt
Stejný experiment s BigInt argumenty.
sort!(df, :test_bigint_t)
df[!, :test_bigint_t] /= df[1, :test_bigint_t]
record_rank!(df, :test_bigint_t)
show(df[!,[:nick, :test_bigint_t, :score, :test_bigint_c]], allrows=true)50×4 DataFrame Row │ nick test_bigint_t score test_bigint_c │ String Float64 Int64 Bool ─────┼──────────────────────────────────────────────────────────────────────── 1 │ julia 1.0 49 true 2 │ Thalendir Brightflame 1.55509 61 true 3 │ Vyrion the Eternal 9.0957 45 true 4 │ kalvotom 9.97565 40 true 5 │ Maerilith Stormweaver 10.0853 30 true 6 │ chatgpt 10.8775 38 true 7 │ Dravok the Gloomed 11.629 32 true 8 │ Seraphyne Windwhisper 12.9363 42 true 9 │ Ivenar Spellforge 12.9814 68 true 10 │ Erenwyn the Whispering 13.0712 37 true 11 │ Zytherin the Forgotten 13.5725 47 true 12 │ Althira Starweaver 13.6972 31 true 13 │ Velindra the Azure 14.123 41 true 14 │ Vessryn Bloodsong 15.139 56 true 15 │ Sylthara the Veiled 15.3221 48 true 16 │ Zerathorn the Pale 16.079 56 true 17 │ Xandor the Arcane 16.415 55 true 18 │ Eldaric Runehand 16.625 33 true 19 │ Orlien Silverchant 16.625 42 true 20 │ Gorvath Ironchant 16.6696 54 true 21 │ Talmek the Shattered 16.759 85 true 22 │ Sareth the Verdant 16.7769 66 true 23 │ Orren Emberforge 16.8126 48 true 24 │ Thauren the Wandering 16.9297 61 true 25 │ Kerron the Unseen 16.9744 36 true 26 │ Valtheris of the Amber Flame 17.162 72 true 27 │ Nimriel the Golden 17.1629 63 true 28 │ Faelora Nightbloom 17.1759 65 true 29 │ Mirelda Starbloom 17.2523 80 true 30 │ Maranelle Frostpetal 17.2965 57 true 31 │ Caelwyn of the Crystal Spire 17.5561 59 true 32 │ Velmaris Lightbinder 17.7218 59 true 33 │ Rhovar Mistborn 17.7446 68 true 34 │ Aeloria of the Seven Sigils 17.8429 62 true 35 │ Yseline Frostwhisper 17.8778 85 true 36 │ Morvain Duskwalker 18.2455 65 true 37 │ Cyralis Moonbinder 18.9795 54 true 38 │ Dromek the Bound 19.1274 59 true 39 │ Galdur the Wise 19.3736 76 true 40 │ Lyssara Moonveil 19.6059 87 true 41 │ Lunara Dreambinder 20.0992 70 true 42 │ Selvethra of the Whispering Woods 33.5716 109 true 43 │ Bramor the Tempest 35.9092 74 true 44 │ Thamior Embercloak 36.0522 88 true 45 │ Eldwyn of the Shimmering Vale 37.7267 64 true 46 │ Talvorn Runebreaker 44.3964 75 true 47 │ Korthen Deepflame 57.158 90 true 48 │ Korvath the Obsidian 71.0482 106 true 49 │ Elithar Dawnseeker 76.4471 94 true 50 │ Ilyrien Dawnpetal 127.177 84 true
A pak paměť, čím méně, tím lépe.
sort!(df, :test_bigint_m)
record_rank!(df, :test_bigint_m)
show(df[!, [:nick, :test_bigint_m, :score]], allrows=true)50×3 DataFrame Row │ nick test_bigint_m score │ String Int64? Int64 ─────┼───────────────────────────────────────────────────────── 1 │ julia 768 50 2 │ Thalendir Brightflame 1888 63 3 │ kalvotom 14632 43 4 │ Vyrion the Eternal 17328 49 5 │ Dravok the Gloomed 18496 37 6 │ Maerilith Stormweaver 19680 36 7 │ Seraphyne Windwhisper 21000 49 8 │ Vessryn Bloodsong 23528 64 9 │ chatgpt 23768 47 10 │ Zerathorn the Pale 26400 66 11 │ Talmek the Shattered 26400 95 12 │ Aeloria of the Seven Sigils 26400 72 13 │ Yseline Frostwhisper 26400 95 14 │ Ivenar Spellforge 26456 79 15 │ Thauren the Wandering 26616 73 16 │ Caelwyn of the Crystal Spire 26624 72 17 │ Orlien Silverchant 26912 56 18 │ Morvain Duskwalker 27288 80 19 │ Zytherin the Forgotten 27344 63 20 │ Althira Starweaver 27344 47 21 │ Velindra the Azure 27344 57 22 │ Xandor the Arcane 27344 71 23 │ Eldaric Runehand 27344 49 24 │ Gorvath Ironchant 27344 70 25 │ Orren Emberforge 27344 64 26 │ Kerron the Unseen 27344 52 27 │ Rhovar Mistborn 27344 84 28 │ Lunara Dreambinder 27344 86 29 │ Erenwyn the Whispering 27400 54 30 │ Velmaris Lightbinder 27400 76 31 │ Faelora Nightbloom 27464 83 32 │ Sareth the Verdant 27568 85 33 │ Valtheris of the Amber Flame 27568 91 34 │ Nimriel the Golden 27568 82 35 │ Mirelda Starbloom 27568 99 36 │ Maranelle Frostpetal 27568 76 37 │ Sylthara the Veiled 27904 68 38 │ Galdur the Wise 29584 97 39 │ Cyralis Moonbinder 29920 76 40 │ Lyssara Moonveil 29992 110 41 │ Dromek the Bound 30088 83 42 │ Talvorn Runebreaker 46040 100 43 │ Selvethra of the Whispering Woods 46200 135 44 │ Bramor the Tempest 48872 101 45 │ Thamior Embercloak 50208 116 46 │ Eldwyn of the Shimmering Vale 54792 93 47 │ Elithar Dawnseeker 77144 124 48 │ Korthen Deepflame 85024 121 49 │ Korvath the Obsidian 85024 137 50 │ Ilyrien Dawnpetal 141424 116
ComplexF64
A konečně experiment se zobecněným kombinačním číslem, kde typ n uvažujeme ComplexF64.
sort!(df, :test_cfloat64_t)
df[!, :test_cfloat64_t] /= df[1, :test_cfloat64_t]
record_rank!(df, :test_cfloat64_t)
show(df[!,[:nick, :test_cfloat64_t, :score, :test_cfloat64_c]], allrows=true, allcols=true)50×4 DataFrame Row │ nick test_cfloat64_t score test_cfloat64_c │ String Float64 Int64 Bool ─────┼──────────────────────────────────────────────────────────────────────────── 1 │ Ivenar Spellforge 1.0 80 true 2 │ kalvotom 1.00131 45 true 3 │ Eldaric Runehand 1.00407 52 true 4 │ Velmaris Lightbinder 1.00769 80 true 5 │ Aeloria of the Seven Sigils 1.01168 77 true 6 │ Kerron the Unseen 1.03012 58 true 7 │ Velindra the Azure 1.03061 64 true 8 │ Rhovar Mistborn 1.03061 91 true 9 │ Althira Starweaver 1.03145 55 true 10 │ Gorvath Ironchant 1.03155 79 true 11 │ Erenwyn the Whispering 1.03181 64 true 12 │ Elithar Dawnseeker 1.03239 135 true 13 │ Lyssara Moonveil 1.03444 122 true 14 │ Orren Emberforge 1.03532 77 true 15 │ Sylthara the Veiled 1.04176 82 true 16 │ Eldwyn of the Shimmering Vale 1.05404 108 true 17 │ Valtheris of the Amber Flame 1.06633 107 true 18 │ Maerilith Stormweaver 1.35127 53 true 19 │ Seraphyne Windwhisper 1.42592 67 true 20 │ Talmek the Shattered 1.60275 114 true 21 │ Vessryn Bloodsong 1.79643 84 true 22 │ Zerathorn the Pale 1.79885 87 true 23 │ Xandor the Arcane 1.82494 93 true 24 │ Sareth the Verdant 1.82596 108 true 25 │ chatgpt 1.83266 71 true 26 │ Orlien Silverchant 1.8331 81 true 27 │ Talvorn Runebreaker 1.8331 125 true 28 │ Faelora Nightbloom 1.83382 109 true 29 │ Ilyrien Dawnpetal 1.85726 143 true 30 │ Mirelda Starbloom 1.8594 127 true 31 │ Korvath the Obsidian 1.8672 166 true 32 │ Galdur the Wise 1.86738 127 true 33 │ Nimriel the Golden 1.87005 113 true 34 │ Maranelle Frostpetal 1.87169 108 true 35 │ Morvain Duskwalker 1.87242 113 true 36 │ Lunara Dreambinder 1.87253 120 true 37 │ Zytherin the Forgotten 1.88342 98 true 38 │ Caelwyn of the Crystal Spire 1.92127 108 true 39 │ Dravok the Gloomed 2.15927 74 true 40 │ julia 2.40591 88 true 41 │ Korthen Deepflame 2.53902 160 true 42 │ Vyrion the Eternal 9.15911 89 true 43 │ Dromek the Bound 11.3731 124 true 44 │ Cyralis Moonbinder 11.6051 118 true 45 │ Bramor the Tempest 11.6383 144 true 46 │ Thamior Embercloak 11.7185 160 true 47 │ Yseline Frostwhisper 11.7528 140 true 48 │ Thauren the Wandering 11.7987 119 true 49 │ Selvethra of the Whispering Woods 12.5112 182 true 50 │ Thalendir Brightflame 395.408 111 true
A pak paměť, čím méně, tím lépe.
sort!(df, :test_int64_m)
record_rank!(df, :test_int64_m)
show(df[!, [:nick, :test_int64_m, :score]], allrows=true)50×3 DataFrame Row │ nick test_int64_m score │ String Int64? Int64 ─────┼──────────────────────────────────────────────────────── 1 │ Ivenar Spellforge 0 81 2 │ kalvotom 0 46 3 │ Eldaric Runehand 0 53 4 │ Velmaris Lightbinder 0 81 5 │ Aeloria of the Seven Sigils 0 78 6 │ Kerron the Unseen 0 59 7 │ Velindra the Azure 0 65 8 │ Rhovar Mistborn 0 92 9 │ Althira Starweaver 0 56 10 │ Gorvath Ironchant 0 80 11 │ Erenwyn the Whispering 0 65 12 │ Elithar Dawnseeker 0 136 13 │ Lyssara Moonveil 0 123 14 │ Orren Emberforge 0 78 15 │ Sylthara the Veiled 0 83 16 │ Eldwyn of the Shimmering Vale 0 109 17 │ Valtheris of the Amber Flame 0 108 18 │ Maerilith Stormweaver 0 54 19 │ Seraphyne Windwhisper 0 68 20 │ Talmek the Shattered 0 115 21 │ Vessryn Bloodsong 0 85 22 │ Zerathorn the Pale 0 88 23 │ Xandor the Arcane 0 94 24 │ Sareth the Verdant 0 109 25 │ chatgpt 0 72 26 │ Orlien Silverchant 0 82 27 │ Talvorn Runebreaker 0 126 28 │ Faelora Nightbloom 0 110 29 │ Ilyrien Dawnpetal 0 144 30 │ Mirelda Starbloom 0 128 31 │ Korvath the Obsidian 0 167 32 │ Galdur the Wise 0 128 33 │ Nimriel the Golden 0 114 34 │ Maranelle Frostpetal 0 109 35 │ Morvain Duskwalker 0 114 36 │ Lunara Dreambinder 0 121 37 │ Zytherin the Forgotten 0 99 38 │ Caelwyn of the Crystal Spire 0 109 39 │ Dravok the Gloomed 0 75 40 │ Korthen Deepflame 0 161 41 │ Vyrion the Eternal 0 90 42 │ Dromek the Bound 0 125 43 │ Cyralis Moonbinder 0 119 44 │ Bramor the Tempest 0 145 45 │ Thamior Embercloak 0 161 46 │ Yseline Frostwhisper 0 141 47 │ Thauren the Wandering 0 120 48 │ Selvethra of the Whispering Woods 0 183 49 │ julia 80 90 50 │ Thalendir Brightflame 1984 114
Závěrečná tabulka
Zaznamenávali jsme v každé kategorii (sdílené) pořadí. Čím nižší hodnota, tím lepší výsledek.
sort!(df, :score)
show(df[!,[:nick, :score]], allrows=true)50×2 DataFrame Row │ nick score │ String Int64 ─────┼────────────────────────────────────────── 1 │ kalvotom 46 2 │ Eldaric Runehand 53 3 │ Maerilith Stormweaver 54 4 │ Althira Starweaver 56 5 │ Kerron the Unseen 59 6 │ Velindra the Azure 65 7 │ Erenwyn the Whispering 65 8 │ Seraphyne Windwhisper 68 9 │ chatgpt 72 10 │ Dravok the Gloomed 75 11 │ Aeloria of the Seven Sigils 78 12 │ Orren Emberforge 78 13 │ Gorvath Ironchant 80 14 │ Ivenar Spellforge 81 15 │ Velmaris Lightbinder 81 16 │ Orlien Silverchant 82 17 │ Sylthara the Veiled 83 18 │ Vessryn Bloodsong 85 19 │ Zerathorn the Pale 88 20 │ Vyrion the Eternal 90 21 │ julia 90 22 │ Rhovar Mistborn 92 23 │ Xandor the Arcane 94 24 │ Zytherin the Forgotten 99 25 │ Valtheris of the Amber Flame 108 26 │ Eldwyn of the Shimmering Vale 109 27 │ Sareth the Verdant 109 28 │ Maranelle Frostpetal 109 29 │ Caelwyn of the Crystal Spire 109 30 │ Faelora Nightbloom 110 31 │ Nimriel the Golden 114 32 │ Morvain Duskwalker 114 33 │ Thalendir Brightflame 114 34 │ Talmek the Shattered 115 35 │ Cyralis Moonbinder 119 36 │ Thauren the Wandering 120 37 │ Lunara Dreambinder 121 38 │ Lyssara Moonveil 123 39 │ Dromek the Bound 125 40 │ Talvorn Runebreaker 126 41 │ Mirelda Starbloom 128 42 │ Galdur the Wise 128 43 │ Elithar Dawnseeker 136 44 │ Yseline Frostwhisper 141 45 │ Ilyrien Dawnpetal 144 46 │ Bramor the Tempest 145 47 │ Korthen Deepflame 161 48 │ Thamior Embercloak 161 49 │ Korvath the Obsidian 167 50 │ Selvethra of the Whispering Woods 183