export get_images_from_audio

glob_pattern = "Clips_2024-06-26/"
model = "/media/david/SSD1/Clips/model_DFMN1-5_CPU_epoch-18-0.9132-2024-01-29.jld2"

        length(audio_files) > 0 ? predict_audio_folder(audio_files, model, folder) : @info "No png, flac, wav, WAV files present in $folder"

        length(audio_files) > 0 ? predict_audio_folder(audio_files, model, folder) :
        @info "No png, flac, wav, WAV files present in $folder"

        # x -> collect(channelview(float32.(x))) |> 

        # x -> collect(channelview(float32.(x))) |>

    hop = f * increment / divisor |> x -> x == Inf ? 0 : trunc(Int, x)

    hop = 0 #f * increment / divisor |> x -> x == Inf ? 0 : trunc(Int, x)

# folders = glob('./*/*/2024-05-0?')

    scores.to_csv("scores-2023-12-27.csv")
    preds.to_csv("preds-2023-12-27.csv")

    scores.to_csv("scores-2024-08-04.csv")
    preds.to_csv("preds-2024-08-04.csv")

folders=glob("*/2023-11-02/")
for folder in folders

folders=glob("*/2024-06-23/")
for folder in folders[2:end]

        CSV.write("/media/david/SSD3/Pomona-4/pomona_files_20231228.csv", df; append=true)

        CSV.write("/media/david/SSD3/New/pomona_files_20240627.csv", df; append=true)

cd("/media/david/SSD3/Pomona-4/")

cd("/media/david/SSD3/New/")

Then go into sublime and change drive New to Pomona-4

using CSV, DataFrames, Dates, DSP, Glob, JSON, PerceptualColourMaps, Random, TimeZones, WAV, PNGFiles, Images

using CSV,
    DataFrames,
    Dates,
    DSP,
    Glob,
    JSON,
    PerceptualColourMaps,
    Random,
    TimeZones,
    WAV,
    PNGFiles,
    Images

    ##location, h, trip_date, _ = split(preds_path, "/")

        ##signal, freq = wavread("$location/$h/$trip_date/$(file_name).$(extension)")

            ##name = "$location-$h-$trip_date-$file_name-$(Int(floor(st/freq)))-$(Int(ceil(en/freq)))"

            PNGFiles.save("/media/david/SSD1/$outfile.png", image)

            #PNGFiles.save("/media/david/SSD1/$outfile.png", image)

=#

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