Daqarta
Data AcQuisition And Real-Time Analysis
Scope - Spectrum - Spectrogram - Signal Generator
Software for Windows
Science with your Sound Card!
The following is from the Daqarta Help system:

Features:

Oscilloscope

Spectrum Analyzer

8-Channel
Signal Generator

(Absolutely FREE!)

Spectrogram

Pitch Tracker

Pitch-to-MIDI

DaqMusiq Generator
(Free Music... Forever!)

Engine Simulator

LCR Meter

Remote Operation

DC Measurements

True RMS Voltmeter

Sound Level Meter

Frequency Counter
    Period
    Event
    Spectral Event

    Temperature
    Pressure
    MHz Frequencies

Data Logger

Waveform Averager

Histogram

Post-Stimulus Time
Histogram (PSTH)

THD Meter

IMD Meter

Precision Phase Meter

Pulse Meter

Macro System

Multi-Trace Arrays

Trigger Controls

Auto-Calibration

Spectral Peak Track

Spectrum Limit Testing

Direct-to-Disk Recording

Accessibility

Applications:

Frequency response

Distortion measurement

Speech and music

Microphone calibration

Loudspeaker test

Auditory phenomena

Musical instrument tuning

Animal sound

Evoked potentials

Rotating machinery

Automotive

Product test

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your application!

Macro Array Sort Operations

Introduction:

Simple macro commands can sort the elements of a Macro Array (Buf0-Buf7), or any portion of the array, into ascending or descending order.

You can link other arrays to a previously-sorted array, so their elements will be arranged in the same sequence as the sorted array, independent of their actual values.

Linked sorts are especially useful for shuffling arrays into random order. See the Parallel Array Shuffle subtopic under Random Macro Values.

You can also create a look-up table to find the original position (index) of any value given its sorted index, or a table to find the sorted position given the original index.

Besides numerical sorts, these same operations can be applied to arrays of short alphanumeric items (4 characters or less each).


Sort Command Summary:

    Buf0="<s(A,B)"     Sort Buf0 over index range A through B
    Buf0="<sa(A,B)"    Alphanumeric sort of 8-character strings
    Buf1="<sX(A,B)"    Transfer (link) prior sort to Buf1
    Buf2="<sO"         Fill Buf2 with Original indexes
    Buf3="<sN"         Fill Buf3 with New indexes

Numerical Sort:

Buf0="<s(0,255)" sorts the Buf0 array from element Buf0[0] through Buf0[255] into ascending numerical order. Other elements in this array are untouched.

Buf0="<s(255,0)" sorts the same range into descending order.

You can use variables or expressions instead of immediate values for the sort range, as in Buf0="<s(UA,UB)".


Alphanumeric Sort:

If you have stored 8-character (max) strings into Buf0 using Buf0[0]#a="Melon", Buf0[1]#a="Cabbage", Buf0[2]#a="Peach", etc, you can sort them using Buf0="<sa(UA,UB)" where UA and UB are the first and last indexes.

As with the above basic numerical sort, the index order determines the sort order: If the lowest index is given first, the entries will be sorted into ascending order; if the highest index is first, they will be sorted into descending order.

Note that this only supports string arrays using the #a parameter to hold strings up to 8 characters in each element; it does not sort multi-element strings of 16, 32, or more characters using #a2, #a4, or beyond.

Important: If you use only 4-character strings, entered via Buf0[0]="Text", etc, (without the #a parameter), then you should use the basic Buf0="<s(UA,UB)" numerical sort instead of the <sa alphanumeric version. That's because #a strings are stored with the characters in reverse order, so the <sa version reverses the order for the sort, then reverses them back.


Linked Sort:

The sort operation builds an internal map that can be transferred to other arrays. This is analogous to the way a database or spreadsheet program allows you to sort on one column, but keep linked columns in that same sorted order.

For example, Buf0 may hold part numbers, while Buf1 holds distortion measurements for each test on 100 parts. Buf1="<s(0,99)" will sort from lowest to highest distortion. To transfer (Xfer) that sort order to the part number array, use:

Buf0="<sX(0,99)"   ;Part numbers, low to high distorion

Now you can read the 0th element of Buf1 to find the lowest distortion, and the same element of Buf0 to find which part had that distortion.

Note that the 'sX' sort transfer command does not specify which previously-sorted array it is linked to; the transfer always uses the order of the most recent basic (non-transfer) sort. You can then apply that same sort order to as many other arrays as needed.

This includes alphanumeric string storage saved with the Buf0[123]#a="AlphaNum" format (up to 8 characters each), but not longer strings using the #a2, #a4, or larger formats.


Sort Index Look-Up Tables:

After an initial numerical or alphanumeric sort, you can create two different types of look-up tables.

Buf2="<sN" fills Buf2 with the New index values relative to their original positions. If you want to know where the Nth element in the original array went after the sort, UN=Buf2[N] will set UN to the new index.

Buf3="<sO" does the opposite: It fills Buf3 with the Original (or Old) index values. If you want to know where the Nth element in the sorted results was before the sort, then after this command you can use UO=Buf3[N] to set UO to the original index.

Below is a table illustrating a sort of the first 12 values in a buffer which was initially filled with random values between 0 and 100, as shown in the Raw column.

Consider, for example, the value at index 4, which started out holding 21.976. After the sort that value moved to index 2, which you can see by following the index 4 row across to the New column. Conversely, if you want to know where the Sorted index 4 value of 49.631 was originally, follow across to the Old column and you will see that it was at index 6.

    Index    Raw        Sorted      New    Old
      0     15.683       9.066       1      3
      1     56.889      15.683       6      0
      2     56.557      21.976       5      4
      3      9.066      32.716       0     10
      4     21.976      49.631       2      6
      5     83.975      56.557      10      2
      6     49.631      56.889       4      1
      7     99.514      69.803      11      9
      8     79.217      77.882       9     11
      9     69.803      79.217       7      8
     10     32.716      83.975       3      5
     11     77.882      99.514       8      7

See also Macro Overview, Macro Arrays Buf0-Buf7

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