diff --git a/battdat/io/hdf.py b/battdat/io/hdf.py index 7628732..771f390 100644 --- a/battdat/io/hdf.py +++ b/battdat/io/hdf.py @@ -93,17 +93,34 @@ def read_df_from_table(table: Table) -> pd.DataFrame: array = np.empty((table.nrows,), dtype=table.dtype) for i, row in enumerate(table.iterrows()): array[i] = row.fetch_all_fields() - as_dict = dict((c, array[c]) for c in array.dtype.names) - # Expand ndarrays into a list - for k, v in as_dict.items(): - if v.ndim != 1: - as_dict[k] = list(v) + as_dict = {} + # Expand the array + for c in array.dtype.names: + col = array[c] + + # Expand ndarrays into a list + if col.ndim != 1: + as_dict[c] = list(col) + # Decode fixed-length byte strings to Python str + elif col.dtype.kind == "S": + as_dict[c] = np.char.decode(col, "ascii") + else: + as_dict[c] = col + return pd.DataFrame(as_dict) + # as_dict = dict((c, array[c]) for c in array.dtype.names) + + # # Expand ndarrays into a list + # for k, v in as_dict.items(): + # if v.ndim != 1: + # as_dict[k] = list(v) + # return pd.DataFrame(as_dict) + @contextmanager -def as_hdf5_object(path_or_file: Union[PathLike, File], **kwargs) -> File: +def as_hdf5_object(path_or_file: Union[PathLike, File], **kwargs): """Open a path as a PyTables file object if not done already. Keyword arguments are used when creating a store from a new file diff --git a/notebooks/extract-from-batterydata.ipynb b/notebooks/extract-from-batterydata.ipynb index e39b124..b6eff78 100644 --- a/notebooks/extract-from-batterydata.ipynb +++ b/notebooks/extract-from-batterydata.ipynb @@ -533,8 +533,8 @@ { "data": { "text/plain": [ - "[['..\\\\tests\\\\files\\\\batterydata\\\\p492-13-raw.csv',\n", - " '..\\\\tests\\\\files\\\\batterydata\\\\p492-13-summary.csv']]" + "[['../tests/files/batterydata/p492-13-summary.csv',\n", + " '../tests/files/batterydata/p492-13-raw.csv']]" ] }, "execution_count": 6, @@ -627,7 +627,7 @@ " 0.0\n", " 3.276036\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " \n", " \n", " 1\n", @@ -637,7 +637,7 @@ " 0.0\n", " 3.271916\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " \n", " \n", " 2\n", @@ -647,7 +647,7 @@ " 0.0\n", " 3.272068\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " \n", " \n", " 3\n", @@ -657,7 +657,7 @@ " 0.0\n", " 3.271458\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " \n", " \n", " 4\n", @@ -667,7 +667,7 @@ " 0.0\n", " 3.271916\n", " 29.7166\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " \n", " \n", " ...\n", @@ -687,7 +687,7 @@ " 0.0\n", " 3.296788\n", " 29.8937\n", - " 1.579120e+09\n", + " 1.579124e+09\n", " \n", " \n", " 2017\n", @@ -697,7 +697,7 @@ " 0.0\n", " 3.309148\n", " 29.9420\n", - " 1.579121e+09\n", + " 1.579124e+09\n", " \n", " \n", " 2018\n", @@ -707,7 +707,7 @@ " 0.0\n", " 3.316930\n", " 29.9581\n", - " 1.579121e+09\n", + " 1.579124e+09\n", " \n", " \n", " 2019\n", @@ -717,7 +717,7 @@ " 0.0\n", " 3.322271\n", " 29.8615\n", - " 1.579121e+09\n", + " 1.579125e+09\n", " \n", " \n", " 2020\n", @@ -727,7 +727,7 @@ " 0.0\n", " 3.324102\n", " 29.8293\n", - " 1.579121e+09\n", + " 1.579125e+09\n", " \n", " \n", "\n", @@ -749,17 +749,17 @@ "2020 8 219 305712.498 0.0 3.324102 29.8293 \n", "\n", " time \n", - "0 1.578066e+09 \n", - "1 1.578066e+09 \n", - "2 1.578066e+09 \n", - "3 1.578066e+09 \n", - "4 1.578066e+09 \n", + "0 1.578069e+09 \n", + "1 1.578069e+09 \n", + "2 1.578069e+09 \n", + "3 1.578069e+09 \n", + "4 1.578069e+09 \n", "... ... \n", - "2016 1.579120e+09 \n", - "2017 1.579121e+09 \n", - "2018 1.579121e+09 \n", - "2019 1.579121e+09 \n", - "2020 1.579121e+09 \n", + "2016 1.579124e+09 \n", + "2017 1.579124e+09 \n", + "2018 1.579124e+09 \n", + "2019 1.579125e+09 \n", + "2020 1.579125e+09 \n", "\n", "[2021 rows x 7 columns]" ] @@ -850,7 +850,7 @@ " 0.0\n", " 3.276036\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " 0.0\n", " 0.0\n", " 29.5556\n", @@ -874,7 +874,7 @@ " 0.0\n", " 3.271916\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " 0.0\n", " 0.0\n", " 29.5556\n", @@ -898,7 +898,7 @@ " 0.0\n", " 3.272068\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " 0.0\n", " 0.0\n", " 29.5556\n", @@ -922,7 +922,7 @@ " 0.0\n", " 3.271458\n", " 29.7005\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " 0.0\n", " 0.0\n", " 29.5556\n", @@ -946,7 +946,7 @@ " 0.0\n", " 3.271916\n", " 29.7166\n", - " 1.578066e+09\n", + " 1.578069e+09\n", " 0.0\n", " 0.0\n", " 29.5233\n", @@ -994,7 +994,7 @@ " 0.0\n", " 3.296788\n", " 29.8937\n", - " 1.579120e+09\n", + " 1.579124e+09\n", " 0.0\n", " 0.0\n", " 29.6685\n", @@ -1018,7 +1018,7 @@ " 0.0\n", " 3.309148\n", " 29.9420\n", - " 1.579121e+09\n", + " 1.579124e+09\n", " 0.0\n", " 0.0\n", " 29.6363\n", @@ -1042,7 +1042,7 @@ " 0.0\n", " 3.316930\n", " 29.9581\n", - " 1.579121e+09\n", + " 1.579124e+09\n", " 0.0\n", " 0.0\n", " 29.5879\n", @@ -1066,7 +1066,7 @@ " 0.0\n", " 3.322271\n", " 29.8615\n", - " 1.579121e+09\n", + " 1.579125e+09\n", " 0.0\n", " 0.0\n", " 29.6363\n", @@ -1090,7 +1090,7 @@ " 0.0\n", " 3.324102\n", " 29.8293\n", - " 1.579121e+09\n", + " 1.579125e+09\n", " 0.0\n", " 0.0\n", " 29.6201\n", @@ -1126,17 +1126,17 @@ "2020 8 219 305712.498 0.0 3.324102 29.8293 \n", "\n", " time Amphr Watthr Temp2 ... Z_Phase_Degree Z_Real_Ohm \\\n", - "0 1.578066e+09 0.0 0.0 29.5556 ... NaN NaN \n", - "1 1.578066e+09 0.0 0.0 29.5556 ... NaN NaN \n", - "2 1.578066e+09 0.0 0.0 29.5556 ... NaN NaN \n", - "3 1.578066e+09 0.0 0.0 29.5556 ... NaN NaN \n", - "4 1.578066e+09 0.0 0.0 29.5233 ... NaN NaN \n", + "0 1.578069e+09 0.0 0.0 29.5556 ... NaN NaN \n", + "1 1.578069e+09 0.0 0.0 29.5556 ... NaN NaN \n", + "2 1.578069e+09 0.0 0.0 29.5556 ... NaN NaN \n", + "3 1.578069e+09 0.0 0.0 29.5556 ... NaN NaN \n", + "4 1.578069e+09 0.0 0.0 29.5233 ... NaN NaN \n", "... ... ... ... ... ... ... ... \n", - "2016 1.579120e+09 0.0 0.0 29.6685 ... NaN NaN \n", - "2017 1.579121e+09 0.0 0.0 29.6363 ... NaN NaN \n", - "2018 1.579121e+09 0.0 0.0 29.5879 ... NaN NaN \n", - "2019 1.579121e+09 0.0 0.0 29.6363 ... NaN NaN \n", - "2020 1.579121e+09 0.0 0.0 29.6201 ... NaN NaN \n", + "2016 1.579124e+09 0.0 0.0 29.6685 ... NaN NaN \n", + "2017 1.579124e+09 0.0 0.0 29.6363 ... NaN NaN \n", + "2018 1.579124e+09 0.0 0.0 29.5879 ... NaN NaN \n", + "2019 1.579125e+09 0.0 0.0 29.6363 ... NaN NaN \n", + "2020 1.579125e+09 0.0 0.0 29.6201 ... NaN NaN \n", "\n", " Absolute_Charge_Throughput_Ah Charge_Throughput_Ah \\\n", "0 0.000000 0.000000 \n", @@ -1226,7 +1226,7 @@ }, { "data": { - "image/png": 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XjP/5YC90koQ7Q9pgy5HL6n4ALdg93Xzx3oT+ji7Dod7ffQb/78dzFh/3TEx3/E9ER4xY8SMKTHrOY8OC8OKInohM2GnLMpuVv97bBX+5sxOil/0AAFgwshdOZhXgy0OXAABn3xgpz5y5UVqB+5f/gMv5JfhLREe8/T93qPqOgoICeHt715sdTaZHffXqVRgMBvj7+yu2+/v749SpU7Uek5WVVev+WVlZ8vuV28ztU5uEhAQsWbLE4jYAQGm5AZn5JQCAS0eKFe918WuNrU/dDVcnm12H1OQYBfDQmn04fDFP3vbTr1dxx6vfO64oDWrTygWSJCH31r0SJQmYEhmCXek5+O1akbzfgfPXcHuQlyKkXZ10uKebH9p7uiE82Efxs9YaJ53ksEvcd6dfQe+gqvCMCGkDX09XOajzi8vRtrUrAOC3a0W4fOu/a3uwOKi7dOmClJSUGvdFzMvLQ//+/XHunOW/9Zua+fPnY+7cufLryh61GqG+rXFvdz/8ePoKACDAyw1bn74bPu4ut271wz/xv5wZBYNRoLTCiNHv7sG5qzccXZIm+LRywRdPRCGkXSu5J2caYs5OOiwWvWEwCmw9lok5m44AqBrjvaOjN/41MwqSJMnHV/6sD2fkYXziPgDAp9MHYdJHBwAAQ3v4YXf6lXpri+raDntv3ZBW7TEBXm7IKrgZbq//uQ8WfHUcAPDk0K6Ye393OOkkCFF1QU5lOxTTE+u5t2Jt+yq3me5789XB87mY/kmq4rMju7RDeHAbhHXywTObjpptU9vWrkh40PZrHlkc1BcuXIDBUHPeZWlpKS5dumSTomrj6+sLJycnZGdnK7ZnZ2cjICCg1mMCAgLq3L/yf7OzsxEYGKjYx3QopDq9Xg+9Xm9NMyBJEj6Zdqf8HxjDuSZJkuDsJMHZSYfkZ4doc9EgB9CZrHhXydlJ+bryZ1d9v6r3dLXu72Syv7urk/xc76zurzvT/dT+RWhau9656juddFV1ShKgs/o+MdapbL/iFlz1NKky1J10yp+lragO6q+//lp+vn37dnh7e8uvDQYDkpOTERISYtPiTLm6umLAgAFITk6Wx6iNRiOSk5MRHx9f6zGRkZFITk5WjFHv2LEDkZGRAIDQ0FAEBAQgOTlZDuaCggIcOHAAM2fOtFtbKv/joPrxZ9UwQlT1FNX2B2o78VYf018ALmqD2iTQTLPN0WfNpFqWMlX7c7DXv1TVQV0ZjpIkYcqUKYr3XFxcEBISgmXLltm0uOrmzp2LKVOmICIiAgMHDsSKFStw48YNeRbII488gg4dOiAhIQEAMHv2bAwZMgTLli3DqFGjsHHjRqSmpmLNmjVyW+bMmYPXXnsN3bp1k6fnBQUFKU5YEjVlDck9teFu2otW+4vVSRHU2vllbHr1oaN/aVRSHdTGW/NlQkNDkZKSAl9fX7sVZc5DDz2EK1euYNGiRcjKykJYWBiSkpLkk4EXL16EzuRvlKioKGzYsAEvv/wyXnrpJXTr1g1btmyR51ADwAsvvIAbN27g8ccfR15eHu6++24kJSU16hxqIlurLfbseV9D03B2rm+c4BbToNZQTtd6UUt99VUGur3aYfEY9fnz5+1Rh2rx8fFmhzp2795dY9v48eMxfvx4s58nSRJeffVVvPrqq7YqkUgzBIRJiFj+57vqoQ+TcHZ1VtujrjrGtEft6LU95J+TcHwtlayanpecnIzk5GTk5OTIPe1Ka9eutUlhRGQrDQgblT1EFyt61M5a7VFX5bRmWBzUS5YswauvvoqIiAgEBgZyxgKRBtX2n6X6y7xNAlTlMS7NaYz61v/mFZXhRqn5lQXzisrkk6CVl+Gr/QvEUhYHdWJiItatW4fJkyfbox4isqGbsz5uPlc968P0eR0H6aSqVeRcmtOsj1u1/FFUjpe3HDe737BbVyw2BosvgSsrK0NUVJQ9aiEijakr2xXhbDIu7WJFj1pSjFE7Vnd/TwS3bSW/dtJJGNrj5qJvkiQhumfNBeAqRfcy/15DWNyjfuyxx7BhwwYsXLjQHvUQkQ2Y/gkuatlW57FS7c+rc3HSofTWgkUuJuPSaseoTYNecTLRwUnt6eaCH54figqjgAQoruQEgI+m3okKg7HGXxtCiBoXFNmKxUFdUlKCNWvW4D//+Q/69etXYz3q5cuX26w4ImoYgYYFX11jx6bvKIc+rBmjtrg0u5Ikqc521B7I9muExUF97Ngx+Sq+48eV4zc8sUikYarHqC0/maiYR62yV6nVedRaZHFQ79q1yx51EJENmQZf5Vxgaxb3V3uQ4spEld1j82PUjh6l1h6rB1TOnDmD7du3o7j45lKdTWRZa6KWRTRs6EP9Wh+m86jVXiSjzel5WmRxUF+7dg3R0dHo3r07Ro4ciczMTAA371T+7LPP2rxAIrINa7JQ7THKedSWD31obYxaaywO6meeeQYuLi64ePEiWrWqmsLy0EMPISkpyabFEZF1THOvQbM+VH6J6Yk3tScTTXvROuVYDVVj8Rj1999/j+3bt6Njx46K7d26dcNvv/1ms8KIqOHKjUbcKLX+5rV19qhNAtXZiul5qr+HLA/qGzduKHrSlXJzc61eTJ+I7OPwxTz5Vlt1hWFxWdWl0qY977oWwTeaDH6bjlG7qLzZgE7Rc6964ary+JbE4p/IPffcg/Xr18uvJUmC0WjE22+/jfvuu8+mxRGRdfp18oGfZ1XHyUknYVgdV9RdzK26z2Kntu7y87g+VXc+8tQr+3V9OlTdPKRNK1f5+b3dqpZAnjDQ/C3qfD2q6usV6IkZ94TC30uPCQODzR7TUlnco3777bcRHR2N1NRUlJWV4YUXXsAvv/yC3Nxc/Pzzz/aokYgs1MHHHQdfiq52Oyl14wumJwZD2lX99fzAHYH4/GCG/Lryxq6AcozZxyS0o7r6ysf0D/bB8UsFKDPcvJrRtLfu08oVC0b1xksje/F6jFpY3KPu06cPTp8+jbvvvhtjxozBjRs38OCDD+Lw4cPo2rWrPWokIitIt+6xWPmwNaum/dVTBkO6dhb1qMvLyxEXF4fExEQsWLDAXjURkSY1LEQ5mcN6FvWoXVxccOzYMXvVQkRNiNrFmxTHmH1BdbF46GPSpEn46KOP7FELETVjQlh3h3Oy4mRiRUUF1q5di//85z8YMGAAWrdurXifq+cRUSUOd9iGxUF9/Phx9O/fHwBw+vRpxXs8EUDUNDXGUj0C1VbmY1yoZlFQGwwGLFmyBH379kWbNm3sVRMRaYTqy87NbK++WJvqy9NJwaIxaicnJwwfPhx5eXl2KoeIWgr2qNWzah71uXPn7FELERHVwuKgfu211/Dcc89h69atyMzMREFBgeJBRFQrIZR3OOfgh2oWn0wcOXIkAOBPf/qT8q4MQkCSJBgMBnOHElEzYs2dYMweT3XirbiIyCqWzhQRUM4MY06rZ3FQDxkyxB51EFEzVD3MGc7WsTiof/zxxzrfv/fee60uhogcozFuKFujB86xD9UsDuqhQ4fW2Gb65wzHqIlaHnMnBmv8AuA8aqtYPOvjjz/+UDxycnKQlJSEO++8E99//709aiSiZqB6aLNDrZ7FPWpvb+8a2+6//364urpi7ty5SEtLs0lhRNT8cHqedWx2czJ/f3+kp6fb6uOIqBkwHZe+uXoew9kaFveoq69HLYRAZmYm3nzzTYSFhdmqLiLSOGvWozZ3PNXN4qAOCwuDJEk1FlsZPHgw1q5da7PCiKh5qbkeNallcVCfP39e8Vqn08HPzw9ubm42K4qItKGhveYan9fwj2iRLA7qzp0726MOInKghq5HrSaAeRMB66k+mbhz50707t271oWX8vPzcfvtt+Onn36yaXFEpF1qwr3GlYmml5Cze62a6qBesWIFZsyYAS8vrxrveXt7469//Stvw0VEZonqq+cxqVVTHdRHjx5FXFyc2feHDx/OOdRERHagOqizs7Ph4uJi9n1nZ2dcuXLFJkURkfYpTzSau4ScbEF1UHfo0AHHjx83+/6xY8cQGBhok6KIqPnjyId6qoN65MiRWLhwIUpKSmq8V1xcjMWLF+OBBx6waXGmcnNzMXHiRHh5ecHHxwfTp0/H9evX6zympKQEs2bNQrt27eDh4YFx48YhOztbsY8kSTUeGzdutFs7iJqj6tdVmNuunEfNpFZL9fS8l19+GV9++SW6d++O+Ph49OjRAwBw6tQprF69GgaDAQsWLLBboRMnTkRmZiZ27NiB8vJyTJs2DY8//jg2bNhg9phnnnkG3377LTZv3gxvb2/Ex8fjwQcfxM8//6zY7+OPP1aMv/v4+NirGURNVkOn8N08nrM+rKE6qP39/bF3717MnDkT8+fPl39TSpKE2NhYrF69Gv7+/nYp8uTJk0hKSkJKSgoiIiIAAO+++y5GjhyJv/3tbwgKCqpxTH5+Pj766CNs2LABw4YNA3AzkHv16oX9+/dj8ODB8r4+Pj4ICAiwS+1ELQFncNiXRYsyde7cGdu2bcPVq1dx4MAB7N+/H1evXsW2bdsQGhpqrxqxb98++Pj4yCENADExMdDpdDhw4ECtx6SlpaG8vBwxMTHytp49eyI4OBj79u1T7Dtr1iz4+vpi4MCBWLt2rdk/4yqVlpbypr7UbDW056z4LMVzwUvIrWTxlYkA0KZNG9x55522rsWsrKwstG/fXrHN2dkZbdu2RVZWltljXF1dawxj+Pv7K4559dVXMWzYMLRq1Qrff/89nnzySVy/fh1PP/202XoSEhKwZMkS6xtE1EIp51E7rIwmx2bLnFpj3rx5tZ7MM32cOnXKrjUsXLgQd911F8LDw/Hiiy/ihRdewDvvvFPnMfPnz0d+fr78yMjIsGuNRM1BzfsnMqnVsqpHbSvPPvsspk6dWuc+Xbp0QUBAAHJychTbKyoqkJuba3ZsOSAgAGVlZcjLy1P0qrOzs+scjx40aBCWLl2K0tJS6PX6WvfR6/Vm3yNqicz2jmtcQm73Upolhwa1n58f/Pz86t0vMjISeXl5SEtLw4ABAwDcXHvEaDRi0KBBtR4zYMAAuLi4IDk5GePGjQMApKen4+LFi4iMjDT7XUeOHEGbNm0YxEQ2JqDsRTO01XNoUKvVq1cvxMXFYcaMGUhMTER5eTni4+Px8MMPyzM+Ll26hOjoaKxfvx4DBw6Et7c3pk+fjrlz56Jt27bw8vLCU089hcjISHnGxzfffIPs7GwMHjwYbm5u2LFjB9544w0899xzjmwuUbPRGHc3bwmaRFADwGeffYb4+HhER0dDp9Nh3LhxWLVqlfx+eXk50tPTUVRUJG/7+9//Lu9bWlqK2NhYvP/++/L7Li4uWL16NZ555hkIIXDbbbdh+fLlmDFjRqO2jaglEEKouuycamoyQd22bds6L24JCQmpMa3Ozc0Nq1evxurVq2s9Ji4urs6Fpohaiob2exm59uXQWR9E1Lwpbm6L6nchJ7UY1ETUaHjjAOswqIlIlerBqmYGh2I7zytajUFNRHZjy8vRWzIGNRE5BEc+1GNQE5Hd1NWh5vQ89RjURGQV5cUs9YeuQPXbd9m8pGaLQU1EjTaYzGVOrcOgJiIFW172rZhHzTOLVmNQE1GjUSxtyrEP1RjURGQVS1fCq96fZkyrx6AmIrMa2umtPozCk4nWYVATUaMQgr1oazGoichu6jp/yFtxqcegJqIGUxO5N+9CzkWZrMGgJqJGWy+Jy5xah0FNRHZj+guA06itx6AmosbDWR9WYVATUYOZXWDJpBtdfdYHTyaqx6AmIsdgTqvGoCaiRsOlTa3DoCYiVeqKWMavfTGoiajRcHqedRjUROSQqXMcBlGPQU1ECrYMbeU8ak6kthaDmoisY8WcaN7hxToMaiIyq6HDE4o7vMDyNazpJgY1ETkEg1o9BjURWcfCIWchGM7WYlATUYOZuxy8rhOIvIRcPQY1ETWKum7LRXVjUBNRo02d49xp6zCoichuuB61bTCoicg61syjNn3O3rVqDGoispsa86h5wYtVGNRE5BDsUKvHoCaiRsF51NZjUBOR3VQ/f6i4hJyDH6oxqImokXAetbUY1EQEna7+1KwerE5S/QssOZlsd9JJcDbZ4O7iZFGNLZmzowsgIscb178j1v18AUN6+KGVqxPu7e6H0nIDgrzdMCemGzalZODpYd1wX4/2ePFf/8XfH7oDob6tkXIhF1OiQtAzwAt3dPJBe089AODRu0KxKz0Hf+7fEW1au+L1b08icdIAtNY745GPDuLp6G6I7NoO3dp7IDzYx7GNbwIkwdW8G6ygoADe3t7Iz8+Hl5eXo8shsooQQp7bXBkLpq8teV7fe7Xt0xKpzY4mM/SRm5uLiRMnwsvLCz4+Ppg+fTquX79e5zFr1qzB0KFD4eXlBUmSkJeXZ5PPJWqOJMVQhlTjtSXP63uvvu2k1GSCeuLEifjll1+wY8cObN26FT/++CMef/zxOo8pKipCXFwcXnrpJZt+LhFRoxJNwIkTJwQAkZKSIm/77rvvhCRJ4tKlS/Uev2vXLgFA/PHHHzb53JKSEpGfny8/MjIyBACRn59veeOIqMXKz89XlR1Noke9b98++Pj4ICIiQt4WExMDnU6HAwcONPrnJiQkwNvbW3506tTJ6hqIiOrTJII6KysL7du3V2xzdnZG27ZtkZWV1eifO3/+fOTn58uPjIwMq2sgIqqPQ4N63rx58kkLc49Tp045ssRa6fV6eHl5KR5ERPbi0HnUzz77LKZOnVrnPl26dEFAQABycnIU2ysqKpCbm4uAgACrv99WnytuTWUqKCiwuhYiankqM0PUM0vaoUHt5+cHPz+/eveLjIxEXl4e0tLSMGDAAADAzp07YTQaMWjQIKu/31afW1hYCAAcqyYiqxQWFsLb29vs+03mgpcRI0YgOzsbiYmJKC8vx7Rp0xAREYENGzYAAC5duoTo6GisX78eAwcOBHBzDDorKwupqamYMWMGfvzxR3h6eiI4OBht27ZV9blqGI1GXL58GZ6enqrmhRYUFKBTp07IyMho1sMmbGfzwnbanhAChYWFCAoKgk5Xx0i0/Seg2Ma1a9fEhAkThIeHh/Dy8hLTpk0ThYWF8vvnz58XAMSuXbvkbYsXLxa4uRKM4vHxxx+r/lx7UDslp6ljO5sXttNxmkyPujlpKZecs53NC9vpOE1ieh4RUUvGoHYAvV6PxYsXQ6/XO7oUu2I7mxe203E49EFEpHHsURMRaRyDmohI4xjUREQax6AmItI4BnUjW716NUJCQuDm5oZBgwbh4MGDji6pQRISEnDnnXfC09MT7du3x9ixY5Genq7Yp6SkBLNmzUK7du3g4eGBcePGITs720EV28abb74JSZIwZ84ceVtzaeelS5cwadIktGvXDu7u7ujbty9SU1Pl94UQWLRoEQIDA+Hu7o6YmBj8+uuvDqzYcgaDAQsXLkRoaCjc3d3RtWtXLF26VLHmhqba6cCLbVqcjRs3CldXV7F27Vrxyy+/iBkzZggfHx+RnZ3t6NKsFhsbKz7++GNx/PhxceTIETFy5EgRHBwsrl+/Lu/zxBNPiE6dOonk5GSRmpoqBg8eLKKiohxYdcMcPHhQhISEiH79+onZs2fL25tDO3Nzc0Xnzp3F1KlTxYEDB8S5c+fE9u3bxZkzZ+R93nzzTeHt7S22bNkijh49Kv70pz+J0NBQUVxc7MDKLfP666+Ldu3aia1bt4rz58+LzZs3Cw8PD7Fy5Up5Hy21k0HdiAYOHChmzZolvzYYDCIoKEgkJCQ4sCrbysnJEQDEDz/8IIQQIi8vT7i4uIjNmzfL+5w8eVIAEPv27XNUmVYrLCwU3bp1Ezt27BBDhgyRg7q5tPPFF18Ud999t9n3jUajCAgIEO+88468LS8vT+j1evH55583Rok2MWrUKPHoo48qtj344INi4sSJQgjttZNDH42krKwMaWlpiImJkbfpdDrExMRg3759DqzMtvLz8wFAXvQqLS0N5eXlinb37NkTwcHBTbLds2bNwqhRoxTtAZpPO7/++mtERERg/PjxaN++PcLDw/Hhhx/K758/fx5ZWVmKdnp7e2PQoEFNqp1RUVFITk7G6dOnAQBHjx7Fnj17MGLECADaa6dDlzltSa5evQqDwQB/f3/Fdn9/f03eHMEaRqMRc+bMwV133YU+ffoAuLmCoaurK3x8fBT7+vv7N+juPI6wceNGHDp0CCkpKTXeay7tPHfuHD744APMnTsXL730ElJSUvD000/D1dUVU6ZMkdtS27/jptTOefPmoaCgAD179oSTkxMMBgNef/11TJw4EQA0104GNdnMrFmzcPz4cezZs8fRpdhcRkYGZs+ejR07dsDNzc3R5diN0WhEREQE3njjDQBAeHg4jh8/jsTEREyZMsXB1dnOP//5T3z22WfYsGEDbr/9dhw5cgRz5sxBUFCQJtvJoY9G4uvrCycnpxqzALKzsxt0lxqtiI+Px9atW7Fr1y507NhR3h4QEICysjLk5eUp9m9q7U5LS0NOTg769+8PZ2dnODs744cffsCqVavg7OwMf3//ZtHOwMBA9O7dW7GtV69euHjxIgDIbWnq/46ff/55zJs3Dw8//DD69u2LyZMn45lnnkFCQgIA7bWTQd1IXF1dMWDAACQnJ8vbjEYjkpOTERkZ6cDKGkYIgfj4eHz11VfYuXMnQkNDFe8PGDAALi4uinanp6fj4sWLTard0dHR+O9//4sjR47Ij4iICEycOFF+3hzaedddd9WYXnn69Gl07twZABAaGoqAgABFOwsKCnDgwIEm1c6ioqIaC/U7OTnBaDQC0GA7G/30ZQu2ceNGodfrxbp168SJEyfE448/Lnx8fERWVpajS7PazJkzhbe3t9i9e7fIzMyUH0VFRfI+TzzxhAgODhY7d+4UqampIjIyUkRGRjqwatswnfUhRPNo58GDB4Wzs7N4/fXXxa+//io+++wz0apVK/Hpp5/K+7z55pvCx8dH/Pvf/xbHjh0TY8aMaXLT86ZMmSI6dOggT8/78ssvha+vr3jhhRfkfbTUTgZ1I3v33XdFcHCwcHV1FQMHDhT79+93dEkNglruoINqd9EpLi4WTz75pGjTpo1o1aqV+POf/ywyMzMdV7SNVA/q5tLOb775RvTp00fo9XrRs2dPsWbNGsX7RqNRLFy4UPj7+wu9Xi+io6NFenq6g6q1TkFBgZg9e7YIDg4Wbm5uokuXLmLBggWitLRU3kdL7eQyp0REGscxaiIijWNQExFpHIOaiEjjGNRERBrHoCYi0jgGNRGRxjGoiYg0jkFNRKRxDGoiAFOnTsXYsWMd9v2TJ0+WV6wDgJCQEKxYscLiz0lKSkJYWJi8ZgU1DwxqavYkSarz8corr2DlypVYt26dQ+o7evQotm3bhqeffrrBnxUXFwcXFxd89tlnNqiMtILrUVOzl5mZKT/ftGkTFi1apFghzsPDAx4eHo4oDQDw7rvvYvz48Q2uoby8HC4uLpg6dSpWrVqFyZMn26hCcjT2qKnZCwgIkB/e3t6QJEmxzcPDo8bQx9ChQ/HUU09hzpw5aNOmDfz9/fHhhx/ixo0bmDZtGjw9PXHbbbfhu+++U3zX8ePHMWLECHh4eMDf3x+TJ0/G1atXzdZmMBjwxRdfYPTo0TXeKyoqwqOPPgpPT08EBwdjzZo18nsXLlyAJEnYtGkThgwZAjc3N7kXPXr0aKSmpuLs2bMN/MmRVjCoicz45JNP4Ovri4MHD+Kpp57CzJkzMX78eERFReHQoUMYPnw4Jk+ejKKiIgBAXl4ehg0bhvDwcKSmpiIpKQnZ2dn4y1/+YvY7jh07hvz8fERERNR4b9myZYiIiMDhw4fx5JNPYubMmTXWip43bx5mz56NkydPIjY2FgAQHBwMf39//PTTTzb8aZBDOWTNPiIH+fjjj4W3t3eN7VOmTBFjxoyRXw8ZMkRxN+6KigrRunVrMXnyZHlbZmam4i7jS5cuFcOHD1d8bkZGhgBgdnnMr776Sjg5OQmj0ajY3rlzZzFp0iT5tdFoFO3btxcffPCBEEKI8+fPCwBixYoVtX5ueHi4eOWVV2p9j5oejlETmdGvXz/5uZOTE9q1a4e+ffvK2ypvfJqTkwPg5knBXbt21TrWfPbsWXTv3r3G9uLiYuj1ekiSVOf3Vw7XVH5Xpdp64gDg7u4u9/Sp6WNQE5nh4uKieC1JkmJbZbhWToW7fv06Ro8ejbfeeqvGZwUGBtb6Hb6+vigqKkJZWRlcXV3r/f7q0+5at25d6+fm5ubCz8+v1veo6WFQE9lI//798a9//QshISFwdlb3n1ZYWBgA4MSJE/LzhiopKcHZs2cRHh5uk88jx+PJRCIbmTVrFnJzczFhwgSkpKTg7Nmz2L59O6ZNmwaDwVDrMX5+fujfvz/27Nljszr2798PvV7fpG42S3VjUBPZSFBQEH7++WcYDAYMHz4cffv2xZw5c+Dj41PjjtemHnvsMZteoPL5559j4sSJaNWqlc0+kxyL90wkcrDi4mL06NEDmzZtanAv+OrVq+jRowdSU1MRGhpqowrJ0dijJnIwd3d3rF+/vs4LY9S6cOEC3n//fYZ0M8MeNRGRxrFHTUSkcQxqIiKNY1ATEWkcg5qISOMY1EREGsegJiLSOAY1EZHGMaiJiDSOQU1EpHH/H/0rnrxEDPAPAAAAAElFTkSuQmCC", + "image/png": 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", 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", 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", 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", 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", 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" ] @@ -1905,7 +1905,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "moirae-thev (3.11.10)", "language": "python", "name": "python3" }, @@ -1919,7 +1919,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.15" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf b/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf index f33481c..d19b321 100644 Binary files a/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf and b/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf differ diff --git a/tests/files/example-data/single-resistor-complex-charge_from-discharged/raw_data.parquet b/tests/files/example-data/single-resistor-complex-charge_from-discharged/raw_data.parquet index dccb7a6..806722a 100644 Binary files a/tests/files/example-data/single-resistor-complex-charge_from-discharged/raw_data.parquet and b/tests/files/example-data/single-resistor-complex-charge_from-discharged/raw_data.parquet differ diff --git a/tests/files/example-data/single-resistor-constant-charge_from-charged.hdf b/tests/files/example-data/single-resistor-constant-charge_from-charged.hdf index 1ade5c1..2c05b1b 100644 Binary files a/tests/files/example-data/single-resistor-constant-charge_from-charged.hdf and b/tests/files/example-data/single-resistor-constant-charge_from-charged.hdf differ diff --git a/tests/files/example-data/single-resistor-constant-charge_from-discharged.hdf b/tests/files/example-data/single-resistor-constant-charge_from-discharged.hdf index 91b0478..d4f0017 100644 Binary files a/tests/files/example-data/single-resistor-constant-charge_from-discharged.hdf and b/tests/files/example-data/single-resistor-constant-charge_from-discharged.hdf differ diff --git a/tests/io/test_hdf.py b/tests/io/test_hdf.py index b1da809..600b384 100644 --- a/tests/io/test_hdf.py +++ b/tests/io/test_hdf.py @@ -76,7 +76,7 @@ def test_append(tmpdir, prefix): df_copy = read_df_from_table(table) assert len(df_copy) == len(example_df) * 2 assert np.allclose(df_copy['a'], [1, 2, 1, 2]) - assert np.equal(df_copy['c'], [b'charge', b'discharge'] * 2).all() + assert np.equal(df_copy['c'], ['charge', 'discharge'] * 2).all() # Test data check with raises(ValueError, match='Existing and new'):