Hi, I have a 2d array coming from a Spectrometer that has 2048 wavelengths and Intensities, I need an average of every 200 values. Here is an example of what the array looks like.
Can someone please help me? So far I have got it right to put all this into a Table but this isn't going to help anyone since they want to be able to put those average values into a PLC for analysis and historizing.
Welcome to the forum.
Do you mean you want average the 173 value numbers and separately the1832 value numbers in blocks of 200? What do you want out? Another array of 10 elements with the averages in? What about the 48 left at the end?
Hi, The [1] values averaged in blocks of 200, The [0] values are spectrometers nm value, Which doesn't change so I don't need to worry about this, What I eventually want to get is an average intensity of the following:
173nm - 259.14nm [0-199] = ~1900
259.57nm - 346.38mn [200-399] = ~1800
....And up to 1200nm.
Here is an example of how I recieve the Array:
[[173.75,1873],[174.1755878,1821],[174.6012112,1793],[175.0268702,1770],[175.4525648,1758],[175.878295,1759],[176.3040608,1769],[176.7298622,1773],[177.1556992,1775],[177.5815718,1772],[178.00748,1769],[178.4334238,1768],[178.8594032,1759],[179.2854182,1752],[179.7114688,1757],[180.137555,1758],[180.5636768,1755],[180.9898342,1760],[181.4160272,1770],[181.8422558,1775],[182.26852,1777],[182.6948198,1774],[183.1211552,1770],[183.5475262,1765],[183.9739328,1762],[184.400375,1769],[184.8268528,1784],[185.2533662,1801],[185.6799152,1813],[186.1064998,1815],[186.53312,1809],[186.9597758,1804],[187.3864672,1800],[187.8131942,1800],[188.23995680000002,1811],[188.666755,1822],[189.0935888,1822],[189.5204582,1809],[189.94736319999998,1797],[190.3743038,1783],[190.80128,1760],[191.2282918,1740],[191.65533920000001,1737],[192.0824222,1737],[192.5095408,1735],[192.936695,1741],[193.3638848,1748],[193.7911102,1754],[194.2183712,1764],[194.6456678,1776],[195.073,1790],[195.5003678,1796],[195.9277712,1792],[196.3552102,1774],[196.7826848,1752],[197.210195,1738],[197.6377408,1741],[198.0653222,1752],[198.4929392,1773],[198.9205918,1793],[199.34828,1799],[199.7760038,1793],[200.2037632,1789],[200.6315582,1780],[201.0593888,1775],[201.487255,1784],[201.9151568,1795],[202.3430942,1798],[202.7710672,1809],[203.1990758,1820],[203.62712,1820],[204.0551998,1820],[204.4833152,1821],[204.9114662,1814],[205.3396528,1810],[205.767875,1810],[206.1961328,1813],[206.62442620000002,1819],[207.0527552,1816],[207.4811198,1802],[207.90952,1788],[208.3379558,1768],[208.7664272,1742],[209.1949342,1723],[209.6234768,1712],[210.052055,1711],[210.4806688,1717],[210.9093182,1726],[211.3380032,1737],[211.7667238,1742],[212.19548,1737],[212.6242718,1730],[213.0530992,1732],[213.4819622,1743],[213.9108608,1753],[214.339795,1769],[214.76876479999999,1786],[215.1977702,1801],[215.6268112,1807],[216.0558878,1810],[216.485,1809],[216.9141478,1809],[217.3433312,1808],[217.7725502,1805],[218.2018048,1804],[218.631095,1804],[219.0604208,1808],[219.4897822,1808],[219.9191792,1803],[220.34861180000001,1794],[220.77808,1788],[221.2075838,1783],[221.6371232,1774],[222.0666982,1773],[222.4963088,1782],[222.925955,1784],[223.3556368,1775],[223.7853542,1769],[224.2151072,1766],[224.6448958,1765],[225.07472,1770],[225.5045798,1784],[225.9344752,1810],[226.3644062,1833],[226.7943728,1850],[227.224375,1863],[227.6544128,1864],[228.08448620000001,1853],[228.5145952,1836],[228.9447398,1823],[229.37492,1819],[229.80513580000002,1815],[230.2353872,1809],[230.6656742,1799],[231.0959968,1781],[231.526355,1762],[231.9567488,1750],[232.3871782,1743],[232.8176432,1745],[233.2481438,1755],[233.67867999999999,1769],[234.1092518,1780],[234.5398592,1788],[234.9705022,1799],[235.4011808,1801],[235.831895,1797],[236.2626448,1803],[236.6934302,1816],[237.1242512,1822],[237.5551078,1824],[237.986,1816],[238.4169278,1789],[238.8478912,1756],[239.2788902,1731],[239.7099248,1720],[240.140995,1719],[240.5721008,1731],[241.0032422,1744],[241.43441919999998,1754],[241.86563180000002,1761],[242.29688,1766],[242.7281638,1768],[243.1594832,1767],[243.5908382,1767],[244.0222288,1768],[244.453655,1774],[244.8851168,1775],[245.3166142,1770],[245.7481472,1762],[246.1797158,1759],[246.61132,1754],[247.0429598,1756],[247.47463520000002,1761],[247.9063462,1768],[248.33809280000003,1776],[248.769875,1778],[249.2016928,1775],[249.6335462,1780],[250.0654352,1790],[250.4973598,1787],[250.92932,1782],[251.3613158,1780],[251.7933472,1784],[252.2254142,1787],[252.6575168,1789],[253.089655,1794],[253.52182879999998,1797],[253.9540382,1788],[254.38628319999998,1778],[254.8185638,1777],[255.25088,1775],[255.6832318,1773],[256.11561919999997,1773],[256.5480422,1779],[256.9805008,1787],[257.412995,1792],[257.8455248,1802],[258.2780902,1814],[258.7106912,1807],[259.1433278,1791],[259.576,1784],[260.0087078,1773],[260.4414512,1764],[260.8742302,1767],[261.30704479999997,1775],[261.739895,1781],[262.1727808,1788],[262.6057022,1787],[263.0386592,1778],[263.4716518,1770],[263.90468,1767],[264.3377438,1770],[264.7708432,1782],[265.2039782,1800],[265.6371488,1816],[266.070355,1828],[266.50359679999997,1832],[266.93687420000003,1826],[267.37018720000003,1823],[267.8035358,1823],[268.23692,1822],[268.6703398,1821],[269.1037952,1820],[269.53728620000004,1815],[269.9708128,1803],[270.40437499999996,1784],[270.8379728,1775],[271.2716062,1777],[271.7052752,1785],[272.1389798,1793],[272.57272,1809],[273.0064958,1822],[273.4403072,1827],[273.8741542,1822],[274.3080368,1816],[274.741955,1807],[275.1759088,1800],[275.6098982,1792],[276.0439232,1796],[276.4779838,1805],[276.91208,1800],[277.3462118,1794],[277.78037919999997,1795],[278.2145822,1785],[278.6488208,1771],[279.083095,1774],[279.5174048,1776],[279.9517502,1779],[280.3861312,1797],[280.8205478,1818],[281.255,1831],[281.6894878,1848],[282.1240112,1856],[282.5585702,1849],[282.9931648,1840],[283.427795,1835],[283.8624608,1820],[284.2971622,1809],[284.7318992,1805],[285.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You can just write a small function like this
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calculate mean\nconst average = arr => arr.reduce( ( p, c ) => p + c, 0 ) / arr.length;\n\n// get input array\nvar array = msg.payload;\n// get only first values\nvar array1 = array.map(function(value,index) { return value[0]; });\n// length of bins to average\nconst binsize = 200;\n// array fot the average values\nvar avg = [];\n\n// calculate the average\nfor (var n = 0; n < array1.length; n = n + binsize) {\n avg.push(average(array1.slice(n, n + binsize)));\n}\n\n// return result\nmsg.avg = avg;\nreturn msg;","outputs":1,"noerr":0,"initialize":"","finalize":"","x":380,"y":280,"wires":[["c794966c.cce33"]]}]
I used your values in an inject node.
Try this in a function node, it will output average for every count(200) and if last items are not 200 then averages the left over
var output = [], sum = 0, count =200;
//loop through array`
for(var i = 0; i < msg.payload.length; i++){
sum += msg.payload[i][1]; // sum values
if(Number.isInteger((i+1) / count)){ // output every 200
output.push(sum/count);
sum = 0;// reset sum
}
}
// if last values not count of 200 out put final
if (sum > 0){
output.push(sum/(msg.payload.length%count))
}
msg.payload = output;
return msg;
Thank you so much, This worked, I just had to change the "return value[0];" to look at [1] for the Intensity average.
This solution also works For what I want. 
Ah, damn, I understood your question just the other way around 
If you like you can even enhance the input of the function like this:
And
This way you can change your averaging outside of the function node and you are quite flexible.
Next steps would be to use a dashboard with input nodes and maybe a chart to show the results. There is so much fun you can have with node-red 
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