this is messey - dont hate me later

LiveGraphWandData.py

@@ -0,0 +1,29 @@
+import matplotlib.pyplot as plt
+import matplotlib.animation as animation
+from matplotlib import style
+
+
+style.use('fivethirtyeight')
+
+fig = plt.figure()
+ax1 = fig.add_subplot(1,1,1)
+
+
+def animate(i):
+    graph_data = open('example.txt','r').read()
+    lines = graph_data.split('\n')
+    xs = []
+    ys = []
+    for line in lines:
+        if len(line) > 1:
+            x, y = line.split(',')
+            xs.append(float(x))
+            ys.append(float(y))
+    ax1.clear()
+    ax1.plot(xs, ys)
+
+
+ani = animation.FuncAnimation(fig, animate, interval=100)
+
+plt.show()
+

byteDecodingPlayground.py

@@ -1,11 +1,73 @@
+import numpy as np
 import struct
+import pandas as pd
+import beacontools
+from beacontools import parse_packet
+from converters import BinToFloat, BinToInt
+from numpy import dtype
 from bitstring import BitArray
-test = b"5\x01\'\x02\xfd\x02/\x02e\x01%\xfd8\xc8Xn<\xc3"
-# test = b'\x0f\x00'
-# print(len(test))
-# first = test[:4]
-#
-# last = test[14:]
-#
 
-print(BitArray(test).bin[:1])
+test = b"5\x01\'\x02\xfd\x02/\x02e\x01%\xfd8\xc8Xn<\xc3"
+
+print(BitArray(test).bin[:1])
+def chunker(seq, size):
+    return (seq[pos:pos + size] for pos in range(0, len(seq), size))
+
+test = [16, -12, 1, 0, 3, 2, 999,0, -1277, -1, 1, 0]
+# accelerom_string = b"".join([struct.pack("h", x) for x in test])
+# print(b"".join([struct.pack("h", x) for x in test]))
+def test_bin_float_converstion():
+    val = 100
+    test = struct.pack(">f", val)
+    binary = float_to_bin(val)
+    print(binary)
+    print(BinToFloat().process(test))
+    print(struct.unpack(">f", test))
+    print(BinToFloat().process(test, True))
+    print(struct.unpack("f", test))
+
+def test_bin_int_converstion():
+    val = 100
+    test = struct.pack(">i", val)
+    binary = float_to_bin(val)
+    print(binary)
+    print(BinToInt().process(test))
+    print(struct.unpack(">i", test))
+    print(BinToInt().process(test, True))
+    print(struct.unpack("i", test))
+    val = -100
+    test = struct.pack(">i", val)
+    binary = float_to_bin(val)
+    print(binary)
+    print(BinToInt().process(test))
+    print(struct.unpack(">i", test))
+    print(BinToInt().process(test, True))
+    print(struct.unpack("i", test))
+
+
+def float_to_bin(num):
+    return format(struct.unpack('!I', struct.pack('!f', num))[0], '032b')
+
+
+def convert_row_to_bytes(row):
+    row = b"".join([struct.pack("h", x) for x in row])
+    b2f = BinToFloat(15, 32)
+    print([b2f.process(x) for x in chunker(row, 6)])
+
+    # structure = "q"
+    # i = 8
+    # print(len(accelerom_string))
+    # print(struct.unpack(structure, accelerom_string[:i]), struct.unpack(structure, accelerom_string[i:2*i]),
+    #       struct.unpack(structure, accelerom_string[2*i:]))
+
+
+data = pd.read_csv("accelerometer.data")
+print(data)
+
+test_bin_float_converstion()
+test_bin_int_converstion()
+
+# for index, row in data.iterrows():
+#     convert_row_to_bytes(row)
+
+

converters/BinToFloat.py

@@ -0,0 +1,54 @@
+from bitstring import BitArray
+
+
+def chunker(seq, size):
+    return (seq[pos:pos + size] for pos in range(0, len(seq), size))
+
+
+class BinToFloat(object):
+
+    def __init__(self, exponent=8, mantissa=23):
+        # self.signed = signed
+        self.signed = True
+        self.exponent = exponent
+        self.mantissa = mantissa
+        self.tot_len = exponent + mantissa + (1 if self.signed else 0)
+
+    def process(self, bin_string, reverse_marshalling=False):
+        var = BitArray(bin_string)
+        chunked_bytes = [x for x in chunker(var, 8)]
+        ordered_bytes = []
+        for group in reversed(chunked_bytes) if reverse_marshalling else chunked_bytes:
+            ordered_bytes.extend(group)
+        # ordered_bytes = [x for x in reversed(ordered_bytes)]
+        # print(
+        #     "".join(["1" if x else "0" for x in ordered_bytes[0:1]]),
+        #     "".join(["1" if x else "0" for x in ordered_bytes[1:1+self.exponent]]),
+        #     "".join(["1" if x else "0" for x in ordered_bytes[1+self.exponent:1+self.exponent+self.mantissa]])
+        # )
+        mant = [x for x in reversed(ordered_bytes[:self.mantissa])]
+        exp = ordered_bytes[self.mantissa:self.mantissa + self.exponent]
+        sign = ordered_bytes[self.mantissa + self.exponent] if self.signed else True
+        exp = self.convert_exp(exp)
+        mant = self.convert_mantissa(mant)
+        val = 2.0 ** exp * mant
+        return -val if sign else val
+
+    def convert_exp(self, exp):
+        total_val = 0
+        digit_val = 1
+        for i in exp:
+            total_val += digit_val if i else 0
+            digit_val *= 2
+        tot = (2 ** (self.exponent-1))-1
+        # print(tot)
+        # print(total_val)
+        return total_val - (tot)
+
+    def convert_mantissa(self, mant):
+        total_val = 1
+        digit_val = .5
+        for i in mant:
+            total_val += digit_val if i else 0
+            digit_val /= 2
+        return total_val

converters/BinToInt.py

@@ -0,0 +1,41 @@
+from bitstring import BitArray
+
+
+def chunker(seq, size):
+    return (seq[pos:pos + size] for pos in range(0, len(seq), size))
+
+
+class BinToInt(object):
+
+    def __init__(self, size = 32, signed=True):
+        self.signed = signed
+
+    def process(self, bin_string, reverse_marshalling=False):
+        var = BitArray(bin_string)
+        print(bin_string)
+        chunked_bytes = [x for x in chunker(var, 8)]
+        ordered_bytes = []
+        for group in reversed(chunked_bytes) if reverse_marshalling else chunked_bytes:
+            ordered_bytes.extend(group)
+        ordered_bytes = [not x for x in reversed(ordered_bytes)]
+        # print(
+        #     "".join(["1" if x else "0" for x in ordered_bytes[0:1]]),
+        #     "".join(["1" if x else "0" for x in ordered_bytes[1:1+self.exponent]]),
+        #     "".join(["1" if x else "0" for x in ordered_bytes[1+self.exponent:1+self.exponent+self.mantissa]])
+        # )
+        # sign =
+        # return -val if sign else val
+
+        print([1 if x else 0 for x in ordered_bytes[:-1]])
+        if self.signed:
+            return self.convert_pos_int(ordered_bytes[:-1]) * (1 if False else -1)
+        else:
+            return self.convert_pos_int(ordered_bytes)
+
+    def convert_pos_int(self, val):
+        total_val = 0
+        digit_val = 1
+        for i in val:
+            total_val += digit_val if i else 0
+            digit_val *= 2
+        return total_val

converters/__init__.py

@@ -0,0 +1,2 @@
+from .BinToFloat import BinToFloat
+from .BinToInt import BinToInt