#!/usr/bin/env python3 # vim:tabstop=4 softtabstop=4 shiftwidth=4 textwidth=160 smarttab expandtab colorcolumn=160 # # Copyright (C) 2021 Daniel Friesel # # SPDX-License-Identifier: GPL-2.0-or-later """kaxxxxp-viewer - Data Logger and Viewer for KAxxxxP power supplies DESCRIPTION kaxxxxp-viewer logs voltage and current readings provided by a KAxxxxP power supply with serial/USB interface, sold under brands such as Korad or RND Lab. Measurements can be taken directly (by specifying in seconds) or loaded from a logfile using --load . Data can be plotted or aggregated on stdout. WARNING The power supply's serial communication protocol is supports both read and write operations. Communication errors or bugs may cause the power supply to set an incompatible voltage or current limit, which may result in damaged equipment or fire. By using this software, you acknowledge that you are aware of these risks and the following disclaimer. This software is provided by the copyright holders and contributors "as is" and any express or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the copyright holder or contributors be liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data, or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage. OPTIONS """ import argparse import numpy as np import serial import serial.threaded import signal import sys import tempfile import time terminate_measurement = False def running_mean(x: np.ndarray, N: int) -> np.ndarray: """ Compute `N` elements wide running average over `x`. :param x: 1-Dimensional NumPy array :param N: how many items to average. Should be even for optimal results. """ # to ensure that output.shape == input.shape, we need to insert data # at the boundaries boundary_array = np.insert(x, 0, np.full((N // 2), x[0])) boundary_array = np.append(boundary_array, np.full((N // 2 + N % 2 - 1), x[-1])) return np.convolve(boundary_array, np.ones((N,)) / N, mode="valid") class SerialReader(serial.threaded.Protocol): def __init__(self): self.remaining_chars = 0 self.read_complete = False self.recv_buf = "" self.lines = [] def expect(self, num_chars): self.recv_buf = "" self.remaining_chars = num_chars self.read_complete = False def __call__(self): return self def data_received(self, data): try: str_data = data.decode("UTF-8") self.recv_buf += str_data except UnicodeDecodeError: sys.stderr.write("UART output contains gargabe: {data}\n".format(data=data)) self.remaining_chars -= len(str_data) if self.remaining_chars <= 0: self.lines.append(self.recv_buf) self.read_complete = True def get_expected_line(self): if len(self.lines): ret = self.lines[0] self.lines = [] return ret return None def get_line(self): if len(self.lines): ret = self.lines[-1] self.lines = [] return ret return None class KA320: def __init__(self, port, channel=1): self.ser = serial.serial_for_url(port, do_not_open=True) self.ser.baudrate = 9600 self.ser.parity = "N" self.ser.rtscts = False self.ser.xonxoff = False try: self.ser.open() except serial.SerialException as e: sys.stderr.write( "Could not open serial port {}: {}\n".format(self.ser.name, e) ) sys.exit(1) self.channel = channel self.reader = SerialReader() self.worker = serial.threaded.ReaderThread(self.ser, self.reader) self.worker.start() def rw(self, cmd, num_chars, exact=False): self.reader.expect(num_chars) self.ser.write(cmd) timeout = 10 while not self.reader.read_complete and not timeout == 0: time.sleep(0.02) timeout -= 1 if exact: return self.reader.get_expected_line() return self.reader.get_line() # See for supported commands def connect(self): return self.rw(b"*IDN?", 16) def get_max_voltage(self): return float(self.rw(f"VSET{self.channel:d}?".encode(), 5, True)) def get_max_current(self): return float(self.rw(f"ISET{self.channel:d}?".encode(), 5, True)) def get_voltage(self): try: return float(self.rw(f"VOUT{self.channel:d}?".encode(), 5, True)) except TypeError: return None def get_current(self): try: return float(self.rw(f"IOUT{self.channel:d}?".encode(), 5, True)) except TypeError: return None def set_output(self, enable): if enable: self.ser.write(b"OUT1") else: self.ser.write(b"OUT0") time.sleep(0.1) def disconnect(self): self.worker.stop() self.ser.close() def graceful_exit(sig, frame): global terminate_measurement terminate_measurement = True def measure_data(port, filename, duration, channel=1): global terminate_measurement signal.signal(signal.SIGINT, graceful_exit) signal.signal(signal.SIGTERM, graceful_exit) signal.signal(signal.SIGQUIT, graceful_exit) korad = KA320(port, channel) start_ts = time.time() if filename is not None: output_handle = open(filename, "w+") else: output_handle = tempfile.TemporaryFile("w+") if duration: print(f"Logging data for {duration} seconds. Press Ctrl+C to stop early.") else: print(f"Starting data acquisition. Press Ctrl+C to stop.") print("# Device: " + korad.connect(), file=output_handle) print("# Timestamp Voltage Current", file=output_handle) while not terminate_measurement: ts = time.time() current = korad.get_current() voltage = korad.get_voltage() if voltage is not None and current is not None: print(f"{ts:.3f} {voltage:5.2f} {current:5.3f}", file=output_handle) elif voltage is not None: print(f"{ts:.3f} {voltage:5.2f} NaN", file=output_handle) elif current is not None: print(f"{ts:.3f} NaN {current:5.3f}", file=output_handle) else: print(f"{ts:.3f} NaN NaN", file=output_handle) time.sleep(0.1) if duration and ts - start_ts > duration: terminate_measurement = True korad.disconnect() output_handle.seek(0) output = output_handle.read() output_handle.close() return output def plot_data(data, mode): import matplotlib.pyplot as plt if mode == "U": (datahandle,) = plt.plot(data[:, 0], data[:, 1], "b-", label="U", markersize=1) (meanhandle,) = plt.plot( data[:, 0], running_mean(data[:, 1], 10), "r-", label="mean(U, 10)", markersize=1, ) plt.legend(handles=[datahandle, meanhandle]) plt.ylabel("Voltage [V]") elif mode == "I": (datahandle,) = plt.plot(data[:, 0], data[:, 2], "b-", label="I", markersize=1) (meanhandle,) = plt.plot( data[:, 0], running_mean(data[:, 2], 10), "r-", label="mean(I, 10)", markersize=1, ) plt.legend(handles=[datahandle, meanhandle]) plt.ylabel("Current [A]") elif mode == "P": (datahandle,) = plt.plot( data[:, 0], data[:, 1] * data[:, 2], "b-", label="P", markersize=1 ) (meanhandle,) = plt.plot( data[:, 0], running_mean(data[:, 1] * data[:, 2], 10), "r-", label="mean(P, 10)", markersize=1, ) plt.legend(handles=[datahandle, meanhandle]) plt.ylabel("Power [W]") plt.show() def parse_data(log_data, skip=None, limit=None): lines = log_data.split("\n") data_count = sum(map(lambda x: len(x) > 0 and x[0] != "#", lines)) data_lines = filter(lambda x: len(x) > 0 and x[0] != "#", lines) data = np.empty((data_count, 3)) skip_index = 0 limit_index = data_count for i, line in enumerate(data_lines): fields = line.split() if len(fields) == 3: timestamp, voltage, current = map(float, fields) else: raise RuntimeError('cannot parse line "{}"'.format(line)) if i == 0: first_timestamp = timestamp timestamp = timestamp - first_timestamp if skip is not None and timestamp < skip: skip_index = i + 1 continue if limit is not None and timestamp > limit: limit_index = i - 1 break data[i] = [timestamp, voltage, current] data = data[skip_index:limit_index] return data def main(): parser = argparse.ArgumentParser( formatter_class=argparse.RawDescriptionHelpFormatter, description=__doc__ ) parser.add_argument("--load", metavar="FILE", type=str, help="Load data from FILE") parser.add_argument( "--port", metavar="PORT", type=str, default="/dev/ttyACM0", help="Set PSU serial port", ) parser.add_argument("--channel", type=int, default=1, help="Measurement Channel") parser.add_argument( "--save", metavar="FILE", type=str, help="Save measurement data in FILE" ) parser.add_argument( "--skip", metavar="N", type=float, default=0, help="Skip the first N seconds of data. This is useful to avoid startup code influencing the results of a long-running measurement", ) parser.add_argument( "--limit", type=float, metavar="N", help="Limit analysis to the first N seconds of data", ) parser.add_argument( "--plot", metavar="UNIT", choices=["U", "I", "P"], help="Plot voltage / current / power over time", ) parser.add_argument( "duration", type=int, nargs="?", help="Measurement duration in seconds" ) args = parser.parse_args() if args.load is None and args.duration is None: print("Either --load or duration must be specified", file=sys.stderr) sys.exit(1) if args.load: if args.load.endswith(".xz"): import lzma with lzma.open(args.load, "rt") as f: log_data = f.read() else: with open(args.load, "r") as f: log_data = f.read() else: log_data = measure_data( args.port, args.save, args.duration, channel=args.channel ) data = parse_data(log_data, skip=args.skip, limit=args.limit) if args.plot: plot_data(data, args.plot) if __name__ == "__main__": main()