M1 Macとラズパイzeroでの速度比較

<用意したデータ>
sampling_rate = 2000  # サンプリング周波数（Hz）
T = 1 / sampling_rate  # サンプリング間隔
t = np.arange(0, 1.0, T)  # 時間ベクトル

# 信号生成（50Hzと120Hzのサイン波を重ねたもの）
f1 = 100  # Hz
f2 = 300  # Hz
signal = np.sin(2*np.pi*f1*t) + 0.5*np.sin(2*np.pi*f2*t)

<実行速度>
M1 Mac：		np.fft.fft:     0.000027 [sec] 
ラズパイゼロ：	np.fft.fft:	 0.001830 [sec] 

ふーむ、およそ60倍ぐらい違うか、想定範囲だけど

[Unit]

Description = measure

[Service]

ExecStart=/usr/bin/python3 /home/pi/python/seismic.py

Restart=no

Type=oneshot

[Install]

WantedBy=multi-user.target

Sep 27 20:44:06 rasp-z python3[298]:   File "/home/pi/python/seismic.py", line 47, >

Sep 27 20:44:06 rasp-z python3[298]:     spi.open(0,0)

Sep 27 20:44:06 rasp-z python3[298]: FileNotFoundError: [Errno 2] No such file or d>

＃
# core code is as follow
# https://github.com/p2pquake/rpi-seismometer/blob/master/seismic_scale.py
#
import time
import datetime
import math
import socket

import spidev
import os
import sys

import RPi.GPIO as GPIO
import subprocess

# FPS制御 -----
# ターゲットFPS
target_fps = 200

start_time = time.time()
frame = 0

# initial skip
skip = 7

# Shut down sw is assigned to GPIO17
# GPIO initialize
SHUTDOWN = 17

GPIO.setwarnings(False)
GPIO.setmode(GPIO.BCM)
GPIO.setup(SHUTDOWN, GPIO.IN)
GPIO.setup(SHUTDOWN, GPIO.IN, pull_up_down=GPIO.PUD_UP)

# wait for spidev driver ready
time.sleep(20)

def handle_sw_input():
# wait key inout event
    def switch_callback(gpio_pin):
        subprocess.call('sudo shutdown -h now', shell=True)
#
    GPIO.add_event_detect(SHUTDOWN, GPIO.FALLING,bouncetime=250)
    # when the sw was pushed, call the 'call back routine' 
    GPIO.add_event_callback(SHUTDOWN, switch_callback) 
    return

handle_sw_input()

# SPIセンサ制御 -----
spi = spidev.SpiDev()
spi.open(0,0)
spi.max_speed_hz = 1000*1000

def ReadChannel(channel):
    adc = spi.xfer2([(0x07 if (channel & 0x04) else 0x06), (channel & 0x03) << 6, 0])
    data = ((adc[1] & 0x0f) << 8 ) | adc[2] return data # reset the seisamic intensity with open("/home/pi/python/value.txt", "w") as file: file.write("0") file.close() # 加速度データ制御 ----- # A/Dコンバータ値 -> ガル値 係数
ad2gal = 1.13426
# 0.3秒空間数
a_frame  = int(target_fps * 0.3)

# 地震データ -----
adc_values = [[1] * target_fps, [1] * target_fps, [1] * target_fps]
rc_values   = [0, 0, 0]
a_values = [0] * target_fps * 5

adc_ring_index = 0
a_ring_index = 0

# リアルタイム震度計算 -----
while True:
    # リングバッファ位置計算
    adc_ring_index = (adc_ring_index + 1) % target_fps
    a_ring_index = (a_ring_index + 1) % (target_fps * 5)

    # 3軸サンプリング
    for i in range(3):
        val = ReadChannel(i)
        adc_values[i][adc_ring_index] = val
   
    # フィルタ適用及び加速度変換
    axis_gals = [0, 0, 0]
    for i in range(3):
        offset = sum(adc_values[i])/len(adc_values[i])
        rc_values[i] = rc_values[i]*0.94+adc_values[i][adc_ring_index]*0.06
        axis_gals[i] = (rc_values[i] - offset) * ad2gal

    # 3軸合成加速度算出
    composite_gal = math.sqrt(axis_gals[0]**2 + axis_gals[1]**2 + axis_gals[2]**2)

    # 加速度リングバッファに格納
    a_values[a_ring_index] = composite_gal

    # 0.3秒以上継続した合成加速度から震度を算出
    seismic_scale = 0
    min_a = sorted(a_values)[-a_frame]
    if min_a > 0:
      seismic_scale = 2 * math.log10(min_a) + 0.94

    # 0.1秒おきに出力
    if frame % (target_fps / 1) == 0:
            if seismic_scale > 0.5:
                if skip > 1:
                    skip -= 1
                else:
                    with open("/home/pi/python/value.txt", "w") as file:
                        file.write(str(round(seismic_scale, 1)))
                        file.close()
                    #print(datetime.datetime.now(), "scale:" , round(seismic_scale, 2), " frame:", frame)

    # 次フレームの開始時間を計算
    frame += 1
    next_frame_time = frame / target_fps

    # 残時間を計算し、スリープ
    current_time = time.time()
    remain_time = next_frame_time - (current_time - start_time)

    if remain_time > 0:
        time.sleep(remain_time)

    # フレーム数は32bit long値の上限あたりでリセットしておく
    if frame >= 2147483647:
        start_time = current_time
        frame = 1

import time
import board
import digitalio
from PIL import Image, ImageDraw, ImageFont
import adafruit_ssd1306

# Define the Reset Pin
oled_reset = digitalio.DigitalInOut(board.D4)

# Change these
# to the right size for your display!
WIDTH = 128
#HEIGHT = 32  # Change to 64 if needed
HEIGHT = 64  # Change to 64 if needed
BORDER = 5

# Use for I2C.
i2c = board.I2C()
oled = adafruit_ssd1306.SSD1306_I2C(WIDTH, HEIGHT, i2c, addr=0x3C, reset=oled_reset)

# Use for SPI
# spi = board.SPI()
# oled_cs = digitalio.DigitalInOut(board.D5)
# oled_dc = digitalio.DigitalInOut(board.D6)
# oled = adafruit_ssd1306.SSD1306_SPI(WIDTH, HEIGHT, spi, oled_dc, oled_reset, oled_cs)

# Clear display.
oled.fill(0)
oled.show()

# Create blank image for drawing.
# Make sure to create image with mode '1' for 1-bit color.
image = Image.new("1", (oled.width, oled.height))

# Get drawing object to draw on image.
draw = ImageDraw.Draw(image)

# Load default font.
font = ImageFont.truetype("fonts-japanese-gothic.ttf", 32)
#font = ImageFont.load_default()

# Draw Some Text
while True:
    with open("/home/pi/python/value.txt", "r") as file:
        text = file.read()
    image = Image.new("1", (oled.width, oled.height))
    draw = ImageDraw.Draw(image)
    #text = str(mag)
    (font_width, font_height) = font.getsize(text)
    draw.text(
        (oled.width // 2 - font_width // 2, oled.height // 2 - font_height // 2),
        text,
        font=font,
        fill=255,
    )

# Display image
    oled.image(image)
    oled.show()
    time.sleep(1)

python ./main.py
1259 1262
2045 2048
1843 1847

import sub1

value_array = [
	[4000, 0],
	[4000, 0],
	[4000, 0]
]
adc = sub1.adc()    # クラス adc のインスタンスを作成

for j in range(10000):
	for i in range(3):
		c = adc.rdadc(i) 
		if c > value_array[i][1]:
			value_array[i][1] = c
		if c < value_array[i][0]:
			value_array[i][0] = c 
print(value_array[0][0], value_array[0][1])
print(value_array[1][0], value_array[1][1])
print(value_array[2][0], value_array[2][1])