generate histogram-plot

histogram-plot/object_counts_all.txt

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+text: 398501
+t: 230669
+pd: 150845
+*: 95191
+scalar: 89041
++: 75237
+pack: 60741
+float: 60168
+==: 58361
+list: 58208
+/: 46483
+set: 41931
+*~: 38425
+route: 34390
+inlet: 25129
+random: 24387
+delay: 23313
+&&: 23163
+symbol: 22702
+unpack: 21274
+clip: 21043
+array: 20679
+expr: 19440
+outlet: 17927
+send: 17316
+select: 13284
+line: 12718
+value: 12227
+metro: 11985
+table: 10683
+declare: 10470
+moses: 10069
+print: 9981
++~: 9382
+tabread: 9113
+throw~: 8579
+>: 8445
+bang: 8423
+receive: 8263
+get: 7423
+delwrite~: 7169
+struct: 6804
+inlet~: 6600
+clip~: 6334
+lop~: 6153
+||: 5969
+osc~: 5731
+<=: 5692
+tabwrite: 5607
+sig~: 5441
+delread~: 5438
+mod: 5353
+makefilename: 5154
+trigger: 5098
+%: 5038
+-~: 4668
+<: 4608
+max: 4541
+file: 4470
+change: 4459
+expr~: 4379
+spigot: 4369
+hip~: 4153
+outlet~: 4150
+tabwrite~: 4017
+until: 3776
+append: 3260
+ctlin: 3101
+&: 2930
+vcf~: 2849
+catch~: 2711
+!=: 2596
+pow: 2353
+phasor~: 2303
+/~: 2157
+>=: 2114
+|: 2094
+min: 1892
+ctlout: 1728
+element: 1680
+block~: 1649
+bp~: 1566
+pipe: 1439
+tabreceive~: 1364
+div: 1333
+int: 1241
+threshold~: 1195
+tabplay~: 1188
+tabosc4~: 1171
+dac~: 1160
+key: 1084
+swap: 1073
+env~: 1041
+drawpolygon: 824
+makenote: 815
+plot: 798
+noteout: 796
+>>: 780
+biquad~: 766
+notein: 760
+delread4~: 725
+tabsend~: 714
+adc~: 658
+line~: 614
+filledpolygon: 613
+clone: 612
+<<: 607
+pow~: 578
+max~: 560
+min~: 554
+poly: 539
+midiout: 492
+tabread~: 480
+netreceive: 462
+filledcurve: 459
+fexpr~: 456
+rzero~: 442
+drawcurve: 422
+switch~: 413
+namecanvas: 398
+readsf~: 391
+send~: 380
+lrshift~: 379
+exp: 369
+choice: 336
+receive~: 332
+writesf~: 302
+log: 265
+netsend: 262
+drawnumber: 253
+loadbang: 240
+wrap: 217
+oscformat: 213
+cpole~: 208
+sin: 198
+sigmund~: 181
+rpole~: 176
+pd~: 155
+abs: 152
+getsize: 152
+slop~: 150
+tabread4: 145
+textfile: 144
+timer: 128
+fiddle~: 126
+openpanel: 124
+print~: 120
+qlist: 114
+vline~: 99
+rev2~: 95
+rev3~: 93
+drawsymbol: 91
+realtime: 87
+snapshot~: 84
+sqrt: 76
+bendin: 76
+cos~: 76
+mtof: 71
+cos: 64
+pgmout: 58
+fudiformat: 48
+wrap~: 47
+dbtorms: 46
+savestate: 46
+bendout: 45
+trace: 44
+stdout: 43
+soundfiler: 42
+oscparse: 36
+output~: 36
+savepanel: 35
+czero~: 34
+bonk~: 34
+q8_rsqrt~: 33
+pgmin: 32
+samphold~: 32
+midiin: 30
+rzero_rev~: 28
+log~: 25
+drawtext: 25
+tan: 24
+bag: 24
+keyname: 22
+atan2: 20
+touchin: 20
+atan: 19
+rmstodb: 19
+polytouchin: 19
+keyup: 19
+noise~: 18
+dbtorms~: 17
+rfft~: 16
+bob~: 16
+fudiparse: 15
+bang~: 15
+touchout: 14
+abs~: 14
+polytouchout: 13
+fft~: 13
+sysexin: 12
+pdcontrol: 12
+rev1~: 11
+dbtopow: 10
+powtodb: 10
+ifft~: 10
+samplerate~: 10
+cputime: 9
+ftom: 9
+sqrt~: 9
+dbtopow~: 8
+pique: 8
+rsqrt~: 7
+q8_sqrt~: 6
+czero_rev~: 6
+loop~: 6
+stripnote: 4
+garray: 4
+exp~: 4
+hilbert~: 4
+ftom~: 3
+mtof~: 2
+powtodb~: 2
+rmstodb~: 2
+complex-mod~: 2
+midirealtimein: 1
+framp~: 1
+rifft~: 1
+vsnapshot~: 1
+list append: 0
+list fromsymbol: 0
+list length: 0
+list prepend: 0
+list split: 0
+list store: 0
+list tosymbol: 0
+list trim: 0
+array define: 0
+array get: 0
+array max: 0
+array min: 0
+array quantile: 0
+array random: 0
+array set: 0
+array size: 0
+array sum: 0
+file copy: 0
+file define: 0
+file delete: 0
+file glob: 0
+file handle: 0
+file isdirectory: 0
+file isfile: 0
+file join: 0
+file mkdir: 0
+file move: 0
+file size: 0
+file split: 0
+file splitext: 0
+file splitname: 0
+file stat: 0
+file which: 0
+text define: 0
+text delete: 0
+text fromlist: 0
+text get: 0
+text insert: 0
+text search: 0
+text sequence: 0
+text set: 0
+text size: 0
+text tolist: 0
+scalar define: 0

histogram-plot/pd-objects-csv.csv

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+Object Name,Description
+bang,output a bang message
+change,remove repeated numbers from a stream
+float,store and recall a number
+int,store and recall an integer
+list,manipulate lists
+list append,manipulate lists
+list fromsymbol,manipulate lists
+list length,manipulate lists
+list prepend,manipulate lists
+list split,manipulate lists
+list store,manipulate lists
+list tosymbol,manipulate lists
+list trim,manipulate lists
+makefilename,format a symbol with a variable field
+moses,part a numeric stream
+pack,make compound messages
+print,print messages to terminal window
+receive,Receive messages without patch cords.
+route,route messages according to first element
+select,test for matching numbers or symbols
+send,Send messages without patch cords.
+spigot,pass or block messages
+swap,swap two numbers
+symbol,store and recall a symbol
+trace,message tracing for debugging
+trigger,sequence messages in right-to-left order.
+t, sequence messages in right-to-left order.
+unpack,get elements of compound messages
+until,looping mechanism
+value,shared numeric value
+cputime,measure CPU time
+delay,send a message after a time delay
+line,send a series of linearly stepped numbers
+metro,send a message periodically
+pipe,dynamically growable delay line for numbers
+realtime,measure real time
+timer,measure time intervals
+!=,relational tests
+*,multiply two numbers
+/,divide two numbers
+&,bit twiddling
+&&,bit twiddling
+%,higher math
++,add two numbers
+<,relational tests
+<<,bit twiddling
+<=,relational tests
+==,relational tests
+>,relational tests
+>=,relational tests
+>>,bit twiddling
+|,bit twiddling
+||,bit twiddling
+abs,math functions
+atan,trigonometric functions
+atan2,trigonometric functions
+clip,force a number into a range
+cos,trigonometric functions
+dbtopow,convert acoustical units
+dbtorms,convert acoustical units
+div,higher math
+exp,math functions
+expr,evaluation of control data expressions
+ftom,convert acoustical units
+log,math functions
+max,maximum of 2 numbers
+min,minimum of two numbers
+mod,higher math
+mtof,convert acoustical units
+pow,math functions
+powtodb,convert acoustical units
+random,pseudo random integers
+rmstodb,convert acoustical units
+sin,trigonometric functions
+sqrt,math functions
+tan,trigonometric functions
+wrap,"wrap a number to range [[0,1)"
+bendin,MIDI input
+bendout,MIDI output
+ctlin,MIDI input
+ctlout,MIDI output
+fudiformat,FUDI messages to and from Pd lists
+fudiparse,FUDI messages to and from Pd lists
+makenote,schedule delayed 'note off' message for a note-on
+midiin,MIDI input
+midiout,MIDI output
+midirealtimein,MIDI input
+notein,MIDI input
+noteout,MIDI output
+oscformat,OSC messages to and from Pd lists
+oscparse,OSC messages to and from Pd lists
+pgmin,MIDI input
+pgmout,MIDI output
+poly,MIDI-style polyphonic voice allocator.
+polytouchin,MIDI input
+polytouchout,MIDI output
+stripnote,strip 'note off' messages
+sysexin,MIDI input
+touchin,MIDI input
+touchout,MIDI output
+array,general array creation and manipulation
+array define,create an array.
+array get,get contents as a list.
+array max,output maximum value of an array.
+array min,output minimum value of an array.
+array quantile,outputs the specified quantile.
+array random,array as probabilities.
+array set,set contents from a list.
+array size,output or set array size.
+array sum,sum all or a range of elements.
+garray,graphical array (messages received via array name).
+soundfiler,read and write tables to soundfiles
+table,subpatch with array.
+tabread,read a number from a table
+tabwrite,write a number to a table
+bag,collection of numbers
+declare,set environment for loading patch
+file,low-level file operations
+file copy,copy a file around.
+file define,share file handles.
+file delete,remove files and directories.
+file glob,find pathnames matching a pattern
+file handle,operate on file handles.
+file isdirectory,check if path is an existing directory
+file isfile,check if path is an existing regular file.
+file join,'join' a list of components using '/' as the separator.
+file mkdir,create directories
+file move,move a file to a new destination.
+file size,get size of a file
+file split,'split' path into components
+file splitext,separates directory+file and extension.
+file splitname,separates directory an file components.
+file stat,get metainformation about a file/directory
+file which,locate a file
+key,grab keyboard input
+keyname,grab keyboard input
+keyup,grab keyboard input
+loadbang,bang on load
+netreceive,listen for incoming messages from network
+netsend,send Pd messages over a network
+openpanel,query for files or directories.
+pdcontrol,communicate with pd and/or this patch
+qlist,text-based sequencer
+savepanel,query you for the name of a file to create.
+savestate,save and restore run-time state from within an abstraction
+text,manage a list of messages
+text define,"create, store, and/or edit texts"
+text delete,delete a line or clear.
+text fromlist,convert from list.
+text get,read and output a line.
+text insert,insert a line.
+text search,search for a line.
+text sequence,sequencer/message-sender.
+text set,replace or add a line
+text size,get number of lines or elements.
+text tolist,convert text to a list.
+textfile,read and write text files
+-~,binary operators on audio signals
+*~,binary operators on audio signals
+/~,binary operators on audio signals
++~,binary operators on audio signals
+abs~,absolute value for signals
+clip~,restrict a signal between two limits
+dbtopow~,acoustic conversions for audio signals
+dbtorms~,acoustic conversions for audio signals
+exp~,exponential function
+expr~,evaluation of audio signal expressions on a vector by vector basis
+fexpr~,evaluation of audio signal expressions on a sample by sample basis
+fft~,forward complex FFT
+framp~,estimate frequency and amplitude of FFT.
+ftom~,acoustic conversions for audio signals
+ifft~,inverse complex FFT
+log~,logarithms for signals.
+max~,binary operators on audio signals
+min~,binary operators on audio signals
+mtof~,acoustic conversions for audio signals
+pow~,power function for signals
+powtodb~,acoustic conversions for audio signals
+q8_rsqrt~,signal reciprocal square root
+q8_sqrt~,signal square root
+rfft~,forward real FFT
+rifft~,inverse real FFT
+rmstodb~,acoustic conversions for audio signals
+rsqrt~,signal reciprocal square root
+sqrt~,signal square root
+wrap~,remainder modulo 1 for signals
+adc~,audio input from sound card
+bang~,output bang after each DSP cycle
+catch~,catch signal from one or more throw~ objects.
+dac~,audio output to sound card
+line~,audio ramp generator
+print~,print out raw values of a signal
+readsf~,read a soundfile
+receive~,receive signal from a send~ object.
+samplerate~,get sample rate
+send~,send signal to one or more receive~ objects.
+sig~,convert numbers to signals
+snapshot~,convert a signal to a number on demand
+threshold~,trigger from audio signal. generator
+throw~,throw signal to a matching catch~ object.
+vline~,high-precision audio ramp generator
+vsnapshot~,deluxe snapshot~
+writesf~,write audio signals to a soundfile
+cos~,cosine waveshaper
+noise~,uniformly distributed white noise
+osc~,cosine wave oscillator
+phasor~,phase ramp generator.
+tabosc4~,4-point interpolating oscillator
+tabplay~,play a table as a sample (non-transposing).
+tabread~,non-interpolating table lookup for signals.
+tabread4,4-point-interpolating table lookup for signals. lookup for signals.
+tabreceive~,read a block of a signal from an array continuously
+tabsend~,write a block of a signal to an array continuously
+tabwrite~,write a signal in an array.
+biquad~,2nd order (2-pole / 2-zero) filter
+bp~,2-pole bandpass filter
+cpole~,complex one-pole filter
+czero_rev~,complex one-zero "reverse" filter
+czero~,complex one-zero filter
+env~,envelope follower
+hip~,one-pole high pass filter.
+lop~,one-pole low pass filter.
+rpole~,real one-pole filter.
+rzero_rev~,real one-zero "reverse" filter.
+rzero~,real one-zero filter
+samphold~,sample and hold unit
+slop~,slew-limiting low-pass filter
+vcf~,voltage-controlled band/low-pass filter
+delread~,read from a delay line.
+delread4~,read from a delay line with 4-point interpolation (for variable delay times)
+delwrite~,write in a delay line.
+block~,set block size for DSP
+clone,make multiple copies of an abstraction.
+inlet,control inlet
+inlet~,audio inlet
+namecanvas,attach the canvas window to a name
+outlet,control outlet
+outlet~,audio outlet
+pd,define a subwindow (subpatch)
+switch~,set block size and on/off control for DSP
+drawcurve,draw shapes for data structures
+drawnumber,"draw numbers, symbols or texts for Data Structures."
+drawpolygon,draw shapes for data structures
+drawsymbol,"draw numbers, symbols or texts for Data Structures."
+drawtext,"draw numbers, symbols or texts for Data Structures."
+filledcurve,draw shapes for data structures
+filledpolygon,draw shapes for data structures
+plot,draw array elements of scalars
+struct,declare the fields in a data structure.
+append,add an item to a Data Structure list.
+element,get pointer to an element of an array
+get,get values from a scalar
+getsize,get size of a Data Structures array
+scalar,create a scalar datum (default [scalar define]).
+scalar define,defines and maintains a scalar.
+set,set values in a scalar
+bob~,Runge-Kutte numerical simulation of the Moog analog resonant filter
+bonk~,attack detection and spectral envelope measurement
+choice,search for a best match to an incoming list
+complex-mod~,complex amplitude modulator
+hilbert~,Hilbert transform
+loop~,phase generator for looping samplers
+lrshift~,shift signal vector elements left or right
+output~,simple stereo output GUI abstraction.
+pd~,run a pd sub-process
+rev1~,"simple 1-in, 1-out reverberator"
+rev2~,"simple 1-in, 4-out reverberator"
+rev3~,"hard-core, 2-in, 4-out reverberator"
+sigmund~,sinusoidal analysis and pitch tracking
+stdout,write messages to standard output
+fiddle~,pitch estimator and sinusoidal peak finder
+pique,find peaks in an FFT spectrum

histogram-plot/plot.py

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+import pandas as pd
+import matplotlib.pyplot as plt
+from collections import Counter
+import logging
+import time
+
+# Set up logging
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
+
+# Start script
+logging.info('Script started')
+
+start_time = time.time()
+
+# Read the CSV files
+logging.info('Reading CSV files...')
+patches_df = pd.read_csv('histogram-plot/appended_output.csv')
+objects_df = pd.read_csv('histogram-plot/pd-objects-csv.csv')
+
+# Get the list of object names
+object_names = objects_df['Object Name'].tolist()
+
+# Initialize a counter for the object occurrences
+object_counter = Counter()
+
+# Ensure 'Patch Contents' column is of string type and handle NaNs
+logging.info('Processing patch contents...')
+patches_df['Patch Contents'] = patches_df['Patch Contents'].fillna('').astype(str)
+
+# Loop through the patch contents and count occurrences of each object
+for i, patch_content in enumerate(patches_df['Patch Contents']):
+    if i % 1000 == 0:  # Log progress every 1000 rows
+        logging.info(f'Processing row {i}/{len(patches_df)}')
+    for object_name in object_names:
+        object_counter[object_name] += patch_content.split().count(object_name)
+
+# Save the results to a text file
+logging.info('Saving results to object_counts_all.txt...')
+with open('object_counts_all.txt', 'w') as file:
+    for object_name, count in object_counter.most_common():
+        file.write(f"{object_name}: {count}\n")
+
+num_objects_to_plot = 20
+
+# Get the most common objects
+logging.info('Generating plot for the most common objects...')
+most_common_objects = object_counter.most_common(num_objects_to_plot)
+
+# Plot a histogram of the object occurrences
+plt.figure(figsize=(10, 6))
+plt.bar([obj[0] for obj in most_common_objects], [obj[1] for obj in most_common_objects], color='skyblue')
+plt.xlabel('Object Name')
+plt.ylabel('Occurrences')
+plt.title(f'Top {num_objects_to_plot} Most Used Objects in Pd Patches')
+plt.xticks(rotation=90)
+plt.tight_layout()
+
+# Save the plot as an image
+plt.savefig('object_histogram_all.png')
+logging.info('Plot saved as object_histogram_all.png')
+
+# Show the plot
+plt.show()
+
+# End script
+end_time = time.time()
+elapsed_time = end_time - start_time
+logging.info(f'Script finished in {elapsed_time:.2f} seconds')