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Recording Data in all three modules! #77

Merged
merged 21 commits into from
Dec 24, 2019
Merged

Recording Data in all three modules! #77

merged 21 commits into from
Dec 24, 2019

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kylemath
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@kylemath kylemath commented Dec 23, 2019

This addresses the goals of #14
We have a data save button at the end of each page, this uses the current page settings and pipe to save a csv file with each row showing a processed segment of data, the next row shows the next segment.
The output files have unique names for the different modules, and have a column at the start with a unique time code.
The files also have a header saying what is in each row
Record button is only active once connected, and once pressed pops up a window explaining that it is recording and a csv file will download when done

TODO: right now it records for 50 epochs. Currently epochs are 4 seconds long, but user can change that. We probably want to preset a time, or have the user select it from a menu, in minutes, and then convert that to number of epochs depending on the epoch length
.
Frequency spectra:

Screen Shot 2019-12-22 at 11 38 37 PM

Screen Shot 2019-12-22 at 11 38 44 PM

Raw Data:
Screen Shot 2019-12-23 at 12 21 49 AM
Screen Shot 2019-12-23 at 12 21 37 AM


export function PageSwitcher() {

const [introData, setIntroData] = useState(emptyChannelData)
const [rawData, setRawData] = useState(emptyChannelData);
const [spectraData, setSpectraData] = useState(emptyChannelData);
const [bandsData, setBandsData] = useState(emptyChannelData);
const [recordPop, setRecordPop] = useState(false);
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for the pop up when recording (modal window)

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Nice work getting a modal window pop'ped.

@@ -51,6 +62,24 @@ export function PageSwitcher() {
{ label: translations.types.bands, value: translations.types.bands }
];

function buildPipe(value) {
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@kylemath kylemath Dec 23, 2019

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I did not get the case by case pipe building working in this pull request, but I did move this to a function and have it commented out for now so we can try again in a different branch/PR

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case by case pipe building working

Is the assumption that this will significantly improve performance?
Is there an associated issue for this fix?

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yes assumption is it will take less memory
#79

@@ -72,6 +101,106 @@ export function PageSwitcher() {
}
}

function saveToCSV(value) {
const numSamplesToSave = 50;
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this is what we will need to adjust depending on time desired and epoch length

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Sampling rate will always be 256Hz unless it is a Muse 1 in which case it will be 220Hz.

So, time desired would be

recording_time_length = num_samples / sample_rate ... right?

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it isn't the sampling rate of the EEG, it is the interval between consecutive epochs of data in neurosity pipes

next(x) {
dataToSave.push(
"Timestamp (ms),",
generateXTics(x.info.samplingRate,x.data[0].length,false).map(function(f) {return "ch0_" + f + "ms"}) + ",",
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tediously creating the headers for each csv types

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This was for sure the hardest part and you have done great work making it useful for the user. Laudable efforts!

break;
case translations.types.spectra:
//take one sample to get header info
localObservable$ = window.multicastSpectra$.pipe(
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for the first two we subscribe and take 1 sample to get some info for the header


localObservable$.subscribe({
next(x) {
dataToSave.push(Date.now() + "," + Object.values(x).join(",") + "\n");
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push values with commas between them to file

dataToSave,
{type: "text/plain;charset=utf-8"}
);
saveAs(blob, value + "_Recording.csv");
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custom names for each module

// Build the data source from the data source
// Build the data source
console.log("Starting to build the data pipes from the data source...");
buildPipe(selected);
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now we call this function here instead of building each one

@@ -168,7 +294,92 @@ export function PageSwitcher() {
}
}

return (
function renderRecord() {
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This is the record button and popup when it is pressed

if (selected === translations.types.intro) {
console.log('No record on intro')
return null
} else if (selected === translations.types.raw) {
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if recording raw data there is a suggested setting explained for the user

@@ -299,23 +299,23 @@ export function EEGEdu(channels) {
<Card.Section>
<p>
{specificTranslations.credits1}
<a href="http://learn.neurotechedu.com/">NeurotechEdu. </a>
<Link url="http://learn.neurotechedu.com/">NeurotechEdu. </Link>
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reformatted links for polaris

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Are there other links that we will need to change to conform?

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not yet

).map(function(each_element) {
return Number(each_element.toFixed(0));
});
export function generateXTics(srate, duration, reverse = true) {
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I added a flag so this could generate increasing or decreasing tics, which we use in the graph as decreasing (default so the old code still works) but in the csv as increasing so false flag is used

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Nice default value to a function, and good use of the export function to make it useable elsewhere!

@korymath
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Finally getting a chance to run through this PR today with some internet.

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LGTM. Nice work on building out the save functionality.

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@kylemath Things look good to me and work for each tab. Nice work.

The modal window covers the ploted data, so we lose the neurofeedback aspect of it. Also, I wonder if it is going to be covered,.... should we plause plotting during saving? Or how should that play out?

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That modal window is so slick. @keyfer is going to lose his mind.

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ok, so lets merge this one and then focus on how long we record for and what gets shown on the screen when that happens in a new PR, it will likely be different for different module, and a whole new module can now be made by just changing what is on the screen during recording ;)

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2 participants