Analog Devices / Mbed OS EVAL-AD4110

IIO firmware for the AD4110

Dependencies:   tempsensors sdp_k1_sdram

scripts/ad4110_data_capture.py@0:6ca37a8f8ba9, 2022-07-27 (annotated)

Committer:
Janani Sunil
Date:
Wed Jul 27 17:04:15 2022 +0530
Revision:
0:6ca37a8f8ba9
Initial implementation for AD4110 IIO Firmware

Who changed what in which revision?

UserRevisionLine numberNew contents of line
Janani Sunil 0:6ca37a8f8ba9 1 # @file ad4110_data_capture.py
Janani Sunil 0:6ca37a8f8ba9 2 # @brief Data capturing for the AD4110 device
Janani Sunil 0:6ca37a8f8ba9 3 # Copyright (c) 2022 Analog Devices, Inc.
Janani Sunil 0:6ca37a8f8ba9 4 # All rights reserved.
Janani Sunil 0:6ca37a8f8ba9 5 #
Janani Sunil 0:6ca37a8f8ba9 6 # This software is proprietary to Analog Devices, Inc. and its licensors.
Janani Sunil 0:6ca37a8f8ba9 7 # By using this software you agree to the terms of the associated
Janani Sunil 0:6ca37a8f8ba9 8 # Analog Devices Software License Agreement.
Janani Sunil 0:6ca37a8f8ba9 9 #
Janani Sunil 0:6ca37a8f8ba9 10
Janani Sunil 0:6ca37a8f8ba9 11 import numpy
Janani Sunil 0:6ca37a8f8ba9 12 from serial import Serial
Janani Sunil 0:6ca37a8f8ba9 13 from time import sleep
Janani Sunil 0:6ca37a8f8ba9 14 from pynput import keyboard
Janani Sunil 0:6ca37a8f8ba9 15 import os
Janani Sunil 0:6ca37a8f8ba9 16 import csv
Janani Sunil 0:6ca37a8f8ba9 17 from adi.ad4110 import *
Janani Sunil 0:6ca37a8f8ba9 18 import math
Janani Sunil 0:6ca37a8f8ba9 19
Janani Sunil 0:6ca37a8f8ba9 20 # Global variables
Janani Sunil 0:6ca37a8f8ba9 21 line = 0
Janani Sunil 0:6ca37a8f8ba9 22 writer = 0
Janani Sunil 0:6ca37a8f8ba9 23 run_continuous = False
Janani Sunil 0:6ca37a8f8ba9 24 iterations = 0
Janani Sunil 0:6ca37a8f8ba9 25 data_capture_abort = False
Janani Sunil 0:6ca37a8f8ba9 26 chn_count = 0
Janani Sunil 0:6ca37a8f8ba9 27 data_list = []
Janani Sunil 0:6ca37a8f8ba9 28
Janani Sunil 0:6ca37a8f8ba9 29 def key_press_event(key):
Janani Sunil 0:6ca37a8f8ba9 30 global data_capture_abort
Janani Sunil 0:6ca37a8f8ba9 31 data_capture_abort = True
Janani Sunil 0:6ca37a8f8ba9 32
Janani Sunil 0:6ca37a8f8ba9 33 def init_data_capture():
Janani Sunil 0:6ca37a8f8ba9 34 global device
Janani Sunil 0:6ca37a8f8ba9 35 global data_list
Janani Sunil 0:6ca37a8f8ba9 36 global chn_count
Janani Sunil 0:6ca37a8f8ba9 37 global listener
Janani Sunil 0:6ca37a8f8ba9 38 global samples_block
Janani Sunil 0:6ca37a8f8ba9 39
Janani Sunil 0:6ca37a8f8ba9 40 ######## User configuration ##########
Janani Sunil 0:6ca37a8f8ba9 41 # Configure the backend for PC to IIOD interface
Janani Sunil 0:6ca37a8f8ba9 42 uri = "serial:COM17,230400" # For UART, baud rate must be same as set in the FW. COM port is physical Or VCOM.
Janani Sunil 0:6ca37a8f8ba9 43 device_name = "ad4110" # Name of the device must be same as set in the FW.
Janani Sunil 0:6ca37a8f8ba9 44 ######################################
Janani Sunil 0:6ca37a8f8ba9 45
Janani Sunil 0:6ca37a8f8ba9 46 # Create an IIO device context
Janani Sunil 0:6ca37a8f8ba9 47 device = ad4110(uri, device_name)
Janani Sunil 0:6ca37a8f8ba9 48 device._ctx.set_timeout(100000)
Janani Sunil 0:6ca37a8f8ba9 49
Janani Sunil 0:6ca37a8f8ba9 50 ######## User configuration ##########
Janani Sunil 0:6ca37a8f8ba9 51 # Channels to be captured e.g. [0]: 1chn, [0,1]: 2chns, [0,1,2,3]: 4chns
Janani Sunil 0:6ca37a8f8ba9 52 device.rx_enabled_channels = [0,1,2,3]
Janani Sunil 0:6ca37a8f8ba9 53
Janani Sunil 0:6ca37a8f8ba9 54 # The block of samples to be captured. Total samples are received in multiple iterations or blocks
Janani Sunil 0:6ca37a8f8ba9 55 samples_block = 400 # The samples needs to be captured in smaller blocks due to limitations
Janani Sunil 0:6ca37a8f8ba9 56 # of buffer size (RAM) in the firmware and IIO client timeout factor.
Janani Sunil 0:6ca37a8f8ba9 57 # Request to capture samples more than buffer size, will be ignored by firmware.
Janani Sunil 0:6ca37a8f8ba9 58 # Large time taken to read the samples from device, may cause timeout on IIO client.
Janani Sunil 0:6ca37a8f8ba9 59 ######################################
Janani Sunil 0:6ca37a8f8ba9 60
Janani Sunil 0:6ca37a8f8ba9 61 # Get the channels count from user
Janani Sunil 0:6ca37a8f8ba9 62 chn_count = len(device.rx_enabled_channels)
Janani Sunil 0:6ca37a8f8ba9 63
Janani Sunil 0:6ca37a8f8ba9 64 # Store the rx buffer size and rx data type based on input channels
Janani Sunil 0:6ca37a8f8ba9 65 device.rx_buffer_size = samples_block # Size of the IIO buffer (buffer is submitted during call to rx() method)
Janani Sunil 0:6ca37a8f8ba9 66 device._rx_data_type = np.int32 # size of sample
Janani Sunil 0:6ca37a8f8ba9 67
Janani Sunil 0:6ca37a8f8ba9 68 listener = keyboard.Listener(on_press=key_press_event)
Janani Sunil 0:6ca37a8f8ba9 69 listener.start()
Janani Sunil 0:6ca37a8f8ba9 70
Janani Sunil 0:6ca37a8f8ba9 71 def read_user_inputs():
Janani Sunil 0:6ca37a8f8ba9 72 global iterations
Janani Sunil 0:6ca37a8f8ba9 73 global run_continuous
Janani Sunil 0:6ca37a8f8ba9 74 global device
Janani Sunil 0:6ca37a8f8ba9 75 global samples_count
Janani Sunil 0:6ca37a8f8ba9 76
Janani Sunil 0:6ca37a8f8ba9 77 samples_count = int(input("Enter the number of samples to be captured \n\
Janani Sunil 0:6ca37a8f8ba9 78 0: Unlimited \n\
Janani Sunil 0:6ca37a8f8ba9 79 <50-1000000>: "))
Janani Sunil 0:6ca37a8f8ba9 80
Janani Sunil 0:6ca37a8f8ba9 81 if (samples_count == 0):
Janani Sunil 0:6ca37a8f8ba9 82 run_continuous = True
Janani Sunil 0:6ca37a8f8ba9 83 else:
Janani Sunil 0:6ca37a8f8ba9 84 run_continuous = False
Janani Sunil 0:6ca37a8f8ba9 85 if (samples_count <= samples_block):
Janani Sunil 0:6ca37a8f8ba9 86 device.rx_buffer_size = samples_count
Janani Sunil 0:6ca37a8f8ba9 87 iterations = 1
Janani Sunil 0:6ca37a8f8ba9 88 else:
Janani Sunil 0:6ca37a8f8ba9 89 iterations = math.ceil(samples_count / samples_block)
Janani Sunil 0:6ca37a8f8ba9 90
Janani Sunil 0:6ca37a8f8ba9 91 def init_data_logger():
Janani Sunil 0:6ca37a8f8ba9 92 global writer
Janani Sunil 0:6ca37a8f8ba9 93 global chn_count
Janani Sunil 0:6ca37a8f8ba9 94 file_name = "adc_data_capture.csv"
Janani Sunil 0:6ca37a8f8ba9 95 current_dir = os.getcwd()
Janani Sunil 0:6ca37a8f8ba9 96 output_file = os.path.join(current_dir, file_name)
Janani Sunil 0:6ca37a8f8ba9 97 result_file = open(output_file, 'w', newline="")
Janani Sunil 0:6ca37a8f8ba9 98 writer = csv.writer(result_file)
Janani Sunil 0:6ca37a8f8ba9 99 row = []
Janani Sunil 0:6ca37a8f8ba9 100 # Write the channels list header
Janani Sunil 0:6ca37a8f8ba9 101 for chn in range(0,chn_count):
Janani Sunil 0:6ca37a8f8ba9 102 item = "Ch {}".format(chn)
Janani Sunil 0:6ca37a8f8ba9 103 row.insert(chn, item)
Janani Sunil 0:6ca37a8f8ba9 104 writer.writerow(row)
Janani Sunil 0:6ca37a8f8ba9 105
Janani Sunil 0:6ca37a8f8ba9 106
Janani Sunil 0:6ca37a8f8ba9 107 def read_buffered_data():
Janani Sunil 0:6ca37a8f8ba9 108 global line
Janani Sunil 0:6ca37a8f8ba9 109 global writer
Janani Sunil 0:6ca37a8f8ba9 110 global device
Janani Sunil 0:6ca37a8f8ba9 111
Janani Sunil 0:6ca37a8f8ba9 112 # Receive data from device
Janani Sunil 0:6ca37a8f8ba9 113 data = device.rx()
Janani Sunil 0:6ca37a8f8ba9 114 if (line == 0):
Janani Sunil 0:6ca37a8f8ba9 115 print("Data capture started >>")
Janani Sunil 0:6ca37a8f8ba9 116 print("."*line, end="\r")
Janani Sunil 0:6ca37a8f8ba9 117
Janani Sunil 0:6ca37a8f8ba9 118 if (chn_count == 1):
Janani Sunil 0:6ca37a8f8ba9 119 # Convert 1-D array to 2-D array
Janani Sunil 0:6ca37a8f8ba9 120 data_arr = np.reshape(data, (-1,1))
Janani Sunil 0:6ca37a8f8ba9 121 else:
Janani Sunil 0:6ca37a8f8ba9 122 # Transpose data from N-D data array
Janani Sunil 0:6ca37a8f8ba9 123 data_arr = np.transpose(data)
Janani Sunil 0:6ca37a8f8ba9 124
Janani Sunil 0:6ca37a8f8ba9 125 writer.writerows(data_arr)
Janani Sunil 0:6ca37a8f8ba9 126
Janani Sunil 0:6ca37a8f8ba9 127 line = line+1
Janani Sunil 0:6ca37a8f8ba9 128 if (line == 100):
Janani Sunil 0:6ca37a8f8ba9 129 line = 1
Janani Sunil 0:6ca37a8f8ba9 130 print("\n", end="\r")
Janani Sunil 0:6ca37a8f8ba9 131
Janani Sunil 0:6ca37a8f8ba9 132 def do_data_capture():
Janani Sunil 0:6ca37a8f8ba9 133 global iterations
Janani Sunil 0:6ca37a8f8ba9 134 global run_continuous
Janani Sunil 0:6ca37a8f8ba9 135 global data_capture_abort
Janani Sunil 0:6ca37a8f8ba9 136 done = False
Janani Sunil 0:6ca37a8f8ba9 137 if (run_continuous == True):
Janani Sunil 0:6ca37a8f8ba9 138 print("Press any key to stop data capture..")
Janani Sunil 0:6ca37a8f8ba9 139 sleep(2)
Janani Sunil 0:6ca37a8f8ba9 140 data_capture_abort = False
Janani Sunil 0:6ca37a8f8ba9 141 while not data_capture_abort:
Janani Sunil 0:6ca37a8f8ba9 142 read_buffered_data()
Janani Sunil 0:6ca37a8f8ba9 143 else:
Janani Sunil 0:6ca37a8f8ba9 144 for val in range(0,iterations):
Janani Sunil 0:6ca37a8f8ba9 145 read_buffered_data()
Janani Sunil 0:6ca37a8f8ba9 146
Janani Sunil 0:6ca37a8f8ba9 147 print("\r\nData capture finished\r\n")
Janani Sunil 0:6ca37a8f8ba9 148
Janani Sunil 0:6ca37a8f8ba9 149 def exit():
Janani Sunil 0:6ca37a8f8ba9 150 global listener
Janani Sunil 0:6ca37a8f8ba9 151 global writer
Janani Sunil 0:6ca37a8f8ba9 152 global device
Janani Sunil 0:6ca37a8f8ba9 153
Janani Sunil 0:6ca37a8f8ba9 154 # Delete the objects
Janani Sunil 0:6ca37a8f8ba9 155 del listener
Janani Sunil 0:6ca37a8f8ba9 156 del writer
Janani Sunil 0:6ca37a8f8ba9 157 del device
Janani Sunil 0:6ca37a8f8ba9 158
Janani Sunil 0:6ca37a8f8ba9 159 def main():
Janani Sunil 0:6ca37a8f8ba9 160 init_data_capture()
Janani Sunil 0:6ca37a8f8ba9 161 init_data_logger()
Janani Sunil 0:6ca37a8f8ba9 162 read_user_inputs()
Janani Sunil 0:6ca37a8f8ba9 163 do_data_capture()
Janani Sunil 0:6ca37a8f8ba9 164 exit()
Janani Sunil 0:6ca37a8f8ba9 165
Janani Sunil 0:6ca37a8f8ba9 166 if __name__ == "__main__":
Janani Sunil 0:6ca37a8f8ba9 167 main()