quietlight/Skraak - Change 7KO4BAOG5HYRSQOFMJTT3AD4K4OPOICXTTVO7K3UPPA24TACMLUAC

Tidy up

Created by AEj8dahVWy718uSSFPe9VSRJ5qX5G8pC2zvFzJJ8yzBd on November 9, 2024

7KO4BAOG5HYRSQOFMJTT3AD4K4OPOICXTTVO7K3UPPA24TACMLUAC

Dependencies

In channels

main

Change contents

Replacement in src/Utility.jl at line 3 [3.313612]

B:BD[3.315018] → [4.340666:340745]

export check_png_wav_both_present, resize_image!, move_one_hour!, utc_to_nzdt!

[3.315018]

[3.315222]

export dawn_dusk_of_sunrise_sunset,
    get_sunrise_sunset_utc,
    make_spectro_from_file,
    move_one_hour!,
    resample_to_16000hz,
    resample_to_8000hz,
    resize_image!,
    utc_to_nzdt!,
    check_png_wav_both_present

Deletion in src/Utility.jl at line 90 [3.313612]

B:BD[3.325555] → [3.325555:325601]

B:BD[3.325601] → [4.340835:340898]

∅:D[4.340898] → [3.325601:325864]

B:BD[3.325601] → [3.325601:325864]

B:BD[3.325864] → [2.329:382]

∅:D[2.382] → [3.325906:325984]

B:BD[3.325906] → [3.325906:325984]

B:BD[3.325984] → [4.340899:340945]

∅:D[4.340945] → [3.326031:326133]

B:BD[3.326031] → [3.326031:326133]

B:BD[3.326133] → [5.78:131]

B:BD[5.131] → [2.383:451]

∅:D[5.131] → [3.326185:326189]

∅:D[2.451] → [3.326185:326189]

B:BD[3.326185] → [3.326185:326189]

∅:D[4.341009] → [3.326189:326406]

B:BD[3.326189] → [3.326189:326406]

B:BD[3.326406] → [5.132:238]

∅:D[5.238] → [3.326458:327092]

B:BD[3.326458] → [3.326458:327092]

end
"""
twilight_tuple_local_time(dt::Date)
#deprecated now have a big sunset_sunrise_utc.csv to work from
Takes a date and returns a tuple with local time twilight times. Use to make a Dataframe then csv.
Queries api.sunrise-sunset.org
was using civil_twilight_end, civil_twilight_begin, changed to sunrise, sunset
Use like this:
Using CSV, Dates, DataFrames, Skraak
df = DataFrames.DataFrame(Date=[], Dawn=[], Dusk=[])
dr = Dates.Date(2019,01,01):Dates.Day(1):Dates.Date(2024,12,31)
for day in dr
    q = Skraak.twilight_tuple_local_time(day)
    isempty(q) ? println("fail $day") : push!(df, q)
    sleep(5)
end
CSV.write("dawn_dusk.csv", df)
using CSV, DataFrames, Dates, HTTP, JSON3, TimeZones
#####deprecated now have a big sunset_sunrise_utc.csv to work from
"""
function twilight_tuple_local_time(dt::Date)
    # C05 co-ordinates hard coded into function
    resp1 = HTTP.get(
        "https://api.sunrise-sunset.org/json?lat=-45.50608&lng=167.47822&date=$dt&formatted=0",
    )
    #resp2 = String(resp1.body) |> JSON.Parser.parse
    resp2 = String(resp1.body) |> x -> JSON3.read(x)
    resp3 = get(resp2, "results", "missing")
    dusk_utc = get(resp3, "sunset", "missing")
    dusk_utc_zoned = ZonedDateTime(dusk_utc, "yyyy-mm-ddTHH:MM:SSzzzz")
    dusk_local = astimezone(dusk_utc_zoned, tz"Pacific/Auckland")
    dusk_string = Dates.format(dusk_local, "yyyy-mm-ddTHH:MM:SS")
    dawn_utc = get(resp3, "sunrise", "missing")
    dawn_utc_zoned = ZonedDateTime(dawn_utc, "yyyy-mm-ddTHH:MM:SSzzzz")
    dawn_local = astimezone(dawn_utc_zoned, tz"Pacific/Auckland")
    dawn_string = Dates.format(dawn_local, "yyyy-mm-ddTHH:MM:SS")
    date = Dates.format(dt, "yyyy-mm-dd")
    return (date, dawn_string, dusk_string)

Insertion in src/Utility.jl at line 273 [3.313612]

[2.1015]

end
# Convert mp3's with: for file in *.mp3; do ffmpeg -i "${file}" -ar 16000 "${file%.*}.wav"; done
# Requires 16000hz wav's, works in current folder, need ffmpeg to convert mp3's to wavs at 16000hz
#= 
wavs = Glob.glob("*.wav")
for wav in wavs
    Skraak.make_spectro_from_file(wav)

Insertion in src/Utility.jl at line 282 [3.313612]

[2.1019]

=#
function make_spectro_from_file(file::String)
    signal, freq = WAV.wavread("$file")
    freq = freq |> Float32
    partitioned_signal = Iterators.partition(signal, 80000) #5s clips
    for (index, part) in enumerate(partitioned_signal)
        length(part) > 50000 && begin
            outfile = "$(chop(file, head=0, tail=4))__$(index)"
            image = Skraak.get_image_from_sample(part, freq)
            PNGFiles.save("$outfile.png", image)
        end
    end
end

Replacement in src/Labels.jl at line 3 [6.1]

B:BD[6.15] → [7.0:87]

export aggregate_labels, audiodata_db, raven_of_avianz, avianz_of_raven, label_summary

[6.15]

[6.53]

export actual_from_folders,
    aggregate_labels,
    audiodata_db,
    avianz_file_of_dict,
    avianz_of_raven,
    check_change_avianz_species!,
    df_of_avianz_dict,
    dict_of_avianz_file,
    label_summary,
    prepare_df_for_raven,
    raven_of_avianz,
    raven_of_avianz

Deletion in src/Labels.jl at line 56 [6.1]
B:BD[6.1071] → [6.1071:1072]

Replacement in src/Labels.jl at line 89 [6.1]

B:BD[2.1389] → [2.1389:1563]

This function takes the csv output from my hand classification and ouputs a df, and csv for insertion into AudioData.duckdb using the duckdb cli or using DFto.audiodata_db()

[2.1389]

[2.1563]

This function takes the csv output from my hand classification and ouputs a df, and csv for insertion into AudioData.duckdb using the duckdb cli or using audiodata_db()

Replacement in src/ConstructPrimaryDataset.jl at line 3 [3.375124]

∅:D[8.514] → [9.2433:2530]

B:BD[10.72] → [9.2433:2530]

using DataFrames, CSV, Glob
using DataFramesMeta: @transform!, @byrow #, @subset!, @passmissing

[8.514]

[11.115]

using DataFrames, CSV, Glob, DataFramesMeta

Replacement in src/ConstructPrimaryDataset.jl at line 5 [3.375124]

B:BD[11.116] → [11.116:224]

function make_dataset(input_file::String, output_path::String="/media/david/SSD2/PrimaryDataset/kiwi_set/")

[11.116]

[11.224]

function make_skraak_dataset(
    input_file::String,
    output_path::String = "/media/david/SSD2/PrimaryDataset/kiwi_set/",
)

Replacement in src/ConstructPrimaryDataset.jl at line 10 [3.375124]

B:BD[11.329] → [11.329:373]

B:BD[11.373] → [12.467:502]

    move_files(input_file, output_path) |> 
    x -> save_pngs(x, output_path)

[11.329]

[11.389]

    move_files(input_file, output_path) |> x -> save_pngs(x, output_path)

Replacement in src/ConstructPrimaryDataset.jl at line 23 [3.375124]
B:BD[9.2951] → [11.394:415]
∅:D[11.415] → [13.5082:5106]
B:BD[13.5082] → [13.5082:5106]
B:BD[13.5106] → [11.416:440]
∅:D[11.440] → [13.5178:5180]
B:BD[13.5178] → [13.5178:5180]
```
function move_files(
    input_file::String,
    output_path::String
)
```
[9.2951]
[2.2635]
```
function move_files(input_file::String, output_path::String)
```

Replacement in src/ConstructPrimaryDataset.jl at line 54 [3.375124]

B:BD[8.662] → [12.564:623]

function save_pngs(df::DataFrame,
    output_path::String)

[8.662]

[13.6239]

function save_pngs(df::DataFrame, output_path::String)

Replacement in src/ConstructPrimaryDataset.jl at line 67 [3.375124]
B:BD[13.6787] → [8.765:807]
```
        duration = length_signal ÷ freq 
```
[13.6787]
[3.378849]
```
        duration = length_signal ÷ freq
```

Replacement in src/ConstructPrimaryDataset.jl at line 92 [3.375124]

B:BD[13.7628] → [13.7628:7659]

B:BD[13.7659] → [12.781:856]

∅:D[12.856] → [13.7742:7786]

∅:D[8.1126] → [13.7742:7786]

B:BD[13.7742] → [13.7742:7786]

                PNGFiles.save(
                    "$output_path$folder/K/$folder-$start-$(start+4).png",
                    plot,
                )

[13.7534]

[13.7786]

                PNGFiles.save("$output_path$folder/K/$folder-$start-$(start+4).png", plot)

Replacement in src/ConstructPrimaryDataset.jl at line 96 [3.375124]

B:BD[13.7958] → [13.7958:7989]

B:BD[13.7989] → [12.857:932]

∅:D[12.932] → [13.8072:8116]

∅:D[8.1190] → [13.8072:8116]

B:BD[13.8072] → [13.8072:8116]

                PNGFiles.save(
                    "$output_path$folder/N/$folder-$start-$(start+4).png",
                    plot,
                )

[13.7864]

[13.8116]

                PNGFiles.save("$output_path$folder/N/$folder-$start-$(start+4).png", plot)

Replacement in src/ConstructPrimaryDataset.jl at line 117 [3.375124]

B:BD[8.1375] → [8.1375:1444]

	s=(st*freq)-freq+1
	en*freq <= len ? e=en*freq : e=len
	return s, e

[8.1375]

[3.378850]

    s = (st * freq) - freq + 1
    en * freq <= len ? e = en * freq : e = len
    return s, e

Replacement in src/Clips.jl at line 3 [6.12356]

B:BD[6.12369] → [6.12369:12410]

export make_clips, move_clips_to_folders

[6.12369]

[6.12410]

export make_clips, make_clips_generic, move_clips_to_folders

Deletion in src/Clips.jl at line 323 [6.12356]

B:BD[6.22022] → [14.205:430]

B:BD[14.430] → [2.5863:5889]

∅:D[2.5889] → [14.451:559]

B:BD[14.451] → [14.451:559]

B:BD[14.559] → [2.5890:5930]

∅:D[2.5930] → [14.595:850]

B:BD[14.595] → [14.595:850]

B:BD[14.850] → [2.5931:5992]

∅:D[2.5992] → [14.904:953]

B:BD[14.904] → [14.904:953]

        end
    end
end
# Convert mp3's with: for file in *.mp3; do ffmpeg -i "${file}" -ar 16000 "${file%.*}.wav"; done
# Requires 16000hz wav's, works in current folder, need ffmpeg to convert mp3's to wavs at 16000hz
#= 
wavs = Glob.glob("*.wav")
for wav in wavs
    Skraak.make_spectro_from_file(wav)
end
=#
function make_spectro_from_file(file::String)
    signal, freq = WAV.wavread("$file")
    freq = freq |> Float32
    partitioned_signal = Iterators.partition(signal, 80000) #5s clips
    for (index, part) in enumerate(partitioned_signal)
        length(part) > 50000 && begin
            outfile = "$(chop(file, head=0, tail=4))__$(index)"
            image = Skraak.get_image_from_sample(part, freq)
            PNGFiles.save("$outfile.png", image)

Replacement in src/Clips.jl at line 328 [6.12356]

B:BD[15.16] → [14.954:1061]

∅:D[14.1061] → [15.72:104]

B:BD[15.72] → [15.72:104]

For making colour images using GLMakie (moved on but may be useful one day), not wired up into skraak yet.
Using for 24/7 and 250kHZ data.

[15.16]

[15.104]

using Glob, Skraak, CSV, DataFrames, Dates, PNGFiles

Replacement in src/Clips.jl at line 330 [6.12356]

B:BD[15.106] → [15.106:478]

using DSP, GLMakie, PNGFiles
function get_colour_image_from_sample(sample, f)
    dims = 224 #px
    S = DSP.spectrogram(sample[:, 1], 400, 2; fs = f)
    f = GLMakie.Figure(resolution = (dims, dims), figure_padding = 0)
    ax = GLMakie.Axis(f[1, 1], spinewidth = 0)
    GLMakie.hidedecorations!(ax)
    GLMakie.heatmap!(ax, (DSP.pow2db.(S.power))', colormap = :inferno)

[15.105]

[15.478]

a=Glob.glob("*/*/preds-2024-08-29.csv")
b=Glob.glob("*/*/*/preds-2024-08-29.csv")
c=Glob.glob("*/*/*/*/preds-2024-08-29.csv")
predictions = [a ; b ; c]
## or
predictions = Glob.glob("*/*/preds-2024-10-21.csv")

Replacement in src/Clips.jl at line 337 [6.12356]

B:BD[15.479] → [15.479:541]

    @assert size(f) == (dims, dims) "Wrong size"
    return f

[15.479]

[15.541]

for file in predictions
try
make_clips_generic(file)
catch x
println(x)

Deletion in src/Clips.jl at line 343 [6.12356]

B:BD[15.545] → [15.545:705]


function save_colour_image(f, outfile)
    try
        PNGFiles.save("$outfile.png", f)
    catch err
        @info "Saving $outfile.png failed\n$err"
    end

Replacement in src/Clips.jl at line 345 [6.12356]

B:BD[16.2150] → [16.2150:2173]

B:BD[16.2173] → [2.5993:6074]

∅:D[2.6074] → [16.2239:2553]

B:BD[16.2239] → [16.2239:2553]


#=
For Kahurangi Data
a=Glob.glob("*/*/*.csv")
b=Glob.glob("*/*/*/*.csv")
c=Glob.glob("*/*/*/*/*.csv")
list=[a ; b ; c]
# to delete empty preds.csv files
for file in list
    size = stat(file).size
    if size < 10
        println("Deleting $file - $size")
        rm(file)
    end
end
## change date on preds below (no longer required at 25/10/24)
function make_clips_kahurangi(preds_path::String, label::Int = 1)

[16.2150]

[16.2553]

function make_clips_generic(preds_path::String, label::Int = 1)

Replacement in src/Clips.jl at line 383 [6.12356]

B:BD[16.4088] → [16.4088:4196]

            p=chop(pth, tail=1) |> x -> replace(x, "/" => "---") #delete trailing / then replace / with ---

[16.4088]

[16.4196]

            p = chop(pth, tail = 1) |> x -> replace(x, "/" => "---") #delete trailing / then replace / with ---

Deletion in src/Clips.jl at line 401 [6.12356]

B:BD[16.4863] → [16.4863:4918]

B:BD[16.4918] → [2.6272:6398]

∅:D[2.6398] → [16.5029:5061]

B:BD[16.5029] → [16.5029:5061]

B:BD[16.5061] → [2.6399:6451]

∅:D[2.6451] → [16.5108:5191]

B:BD[16.5108] → [16.5108:5191]

∅:D[16.5191] → [14.1062:1064]

B:BD[15.709] → [14.1062:1064]


using Glob, Skraak, CSV, DataFrames, Dates, PNGFiles
a=Glob.glob("*/*/preds-2024-08-29.csv")
b=Glob.glob("*/*/*/preds-2024-08-29.csv")
c=Glob.glob("*/*/*/*/preds-2024-08-29.csv")
predictions = [a ; b ; c]
## or
predictions = Glob.glob("*/*/preds-2024-10-21.csv")
for file in predictions
try
make_clips_kahurangi(file)
catch x
println(x)
end
end
=#

Replacement in Manifest.toml at line 3 [17.10259813]
B:BD[17.10259885] → [5.774:799]
```
julia_version = "1.10.6"
```
[17.10259885]
[17.10259914]
```
julia_version = "1.11.1"
```

Insertion in Manifest.toml at line 17 [17.10259813]

[18.1348]

[17.10259996]


[[deps.Adapt]]
deps = ["LinearAlgebra", "Requires"]
git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "3.7.2"
weakdeps = ["StaticArrays"]
    [deps.Adapt.extensions]
    AdaptStaticArraysExt = "StaticArrays"

Replacement in Manifest.toml at line 30 [17.10259813]
B:BD[17.10260061] → [17.10260061:10260079]
```
version = "1.1.1"
```
[17.10260061]
[18.1766]
```
version = "1.1.2"
```
Insertion in Manifest.toml at line 40 [17.10259813]
[17.10260145]
[18.3087]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 56 [17.10259813]
[17.10260208]
[17.10260208]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 238 [17.10259813]
[17.10263999]
[18.12214]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 254 [17.10259813]
[18.13258]
[18.13258]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 345 [17.10259813]
[17.10266183]
[18.15849]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 362 [17.10259813]
[17.10266967]
[18.18101]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 533 [17.10259813]
[17.10267976]
[17.10267976]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 536 [17.10259813]

B:BD[18.25949] → [19.7025:7261]

deps = ["AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
git-tree-sha1 = "00a19d6ab0cbdea2978fc23c5a6482e02c192501"

[18.25949]

[18.26194]

deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"

Replacement in Manifest.toml at line 539 [17.10259813]
B:BD[18.26240] → [19.7262:7281]
```
version = "0.14.0"
```
[18.26240]
[18.26427]
```
version = "0.14.7"
```
Insertion in Manifest.toml at line 628 [17.10259813]
[17.10269707]
[17.10269707]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 643 [17.10259813]
B:BD[17.10269989] → [17.10269989:10270009]
```
version = "8.4.0+0"
```
[17.10269989]
[17.10270009]
```
version = "8.6.0+0"
```
Insertion in Manifest.toml at line 648 [17.10259813]
[17.10270141]
[17.10270141]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 653 [17.10259813]
B:BD[17.10270269] → [17.10270269:10270289]
```
version = "1.6.4+0"
```
[17.10270269]
[17.10270289]
```
version = "1.7.2+0"
```
Insertion in Manifest.toml at line 662 [17.10259813]
[17.10270485]
[18.29730]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 679 [17.10259813]
[17.10270613]
[20.3728]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 705 [17.10259813]
[17.10271742]
[17.10271742]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 733 [17.10259813]
[17.10272314]
[17.10272314]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 744 [17.10259813]
B:BD[17.10272628] → [17.10272628:10272649]
```
version = "2.28.2+1"
```
[17.10272628]
[18.32084]
```
version = "2.28.6+0"
```
Insertion in Manifest.toml at line 760 [17.10259813]
[17.10272871]
[17.10272871]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 776 [17.10259813]
B:BD[17.10273118] → [17.10273118:10273140]
```
version = "2023.1.10"
```
[17.10273118]
[18.34145]
```
version = "2023.12.12"
```
Insertion in Manifest.toml at line 804 [17.10259813]
[5.13404]
[18.35507]
```
weakdeps = ["Adapt"]
```

Deletion in Manifest.toml at line 808 [17.10259813]

B:BD[18.35578] → [2.6577:6662]


    [deps.OffsetArrays.weakdeps]
    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"

Replacement in Manifest.toml at line 818 [17.10259813]
B:BD[17.10273658] → [21.1370:1391]
```
version = "0.3.23+4"
```
[17.10273658]
[18.36008]
```
version = "0.3.27+1"
```

Replacement in Manifest.toml at line 897 [17.10259813]

B:BD[17.10274796] → [17.10274796:10274987]

deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]

[17.10274796]

[17.10274987]

deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]

Replacement in Manifest.toml at line 899 [17.10259813]
B:BD[17.10275033] → [17.10275033:10275052]
```
version = "1.10.0"
```
[17.10275033]
[18.37549]
```
version = "1.11.0"
weakdeps = ["REPL"]
    [deps.Pkg.extensions]
    REPLExt = "REPL"
```
Insertion in Manifest.toml at line 956 [17.10259813]
[17.10276585]
[17.10276585]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 989 [17.10259813]

B:BD[17.10276792] → [17.10276792:10276854]

deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]

[17.10276792]

[17.10276854]

deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]

Insertion in Manifest.toml at line 991 [17.10259813]
[17.10276900]
[17.10276900]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 996 [17.10259813]
[17.10276978]
[18.39511]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 1076 [17.10259813]
[17.10277932]
[17.10277932]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 1087 [17.10259813]
[18.41320]
[17.10278146]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 1114 [17.10259813]
[17.10278362]
[17.10278362]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1125 [17.10259813]
B:BD[17.10278688] → [17.10278688:10278707]
```
version = "1.10.0"
```
[17.10278688]
[17.10278707]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1160 [17.10259813]
B:BD[17.10279308] → [17.10279308:10279349]
```
deps = ["LinearAlgebra", "SparseArrays"]
```
[17.10279308]
[17.10279349]
```
deps = ["LinearAlgebra"]
git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
```

Replacement in Manifest.toml at line 1163 [17.10259813]

B:BD[17.10279395] → [17.10279395:10279414]

version = "1.10.0"

[17.10279395]

[18.43821]

version = "1.11.1"
weakdeps = ["SparseArrays"]
    [deps.Statistics.extensions]
    SparseArraysExt = ["SparseArrays"]

Insertion in Manifest.toml at line 1193 [17.10259813]

[18.44544]

[17.10279766]

[[deps.StyledStrings]]
uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
version = "1.11.0"

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B:BD[17.10279899] → [17.10279899:10279919]
```
version = "7.2.1+1"
```
[17.10279899]
[17.10279919]
```
version = "7.7.0+0"
```
Insertion in Manifest.toml at line 1245 [17.10259813]
[17.10281308]
[18.44905]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 1282 [17.10259813]
[17.10282591]
[18.47069]
```
version = "1.11.0"
```
Insertion in Manifest.toml at line 1291 [17.10259813]
[17.10282655]
[17.10282655]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1384 [17.10259813]
B:BD[17.10284428] → [17.10284428:10284449]
```
version = "1.52.0+1"
```
[17.10284428]
[5.17756]
```
version = "1.59.0+0"
```

Tidy up

Dependencies

In channels

Change contents

Replacement in src/Utility.jl at line 3 [3.313612]

Deletion in src/Utility.jl at line 90 [3.313612]

Insertion in src/Utility.jl at line 273 [3.313612]

Insertion in src/Utility.jl at line 282 [3.313612]

Replacement in src/Labels.jl at line 3 [6.1]

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Replacement in src/Labels.jl at line 89 [6.1]

Replacement in src/ConstructPrimaryDataset.jl at line 3 [3.375124]

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Deletion in src/Clips.jl at line 401 [6.12356]

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