{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Getting started with prenspire"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import random\n",
"from pathlib import Path\n",
"from clophfit.prenspire import prenspire\n",
"\n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"tpath = Path(\"../../tests/EnSpire\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import seaborn as sb\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"ef1 = prenspire.EnspireFile(tpath / \"h148g-spettroC.csv\")\n",
"ef2 = prenspire.EnspireFile(tpath / \"e2-T-without_sample_column.csv\")\n",
"ef3 = prenspire.EnspireFile(tpath / \"24well_clop0_95.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(['A03', 'A04', 'A05', 'A06', 'B01', 'B02', 'C01', 'C02', 'C03'],\n",
" ['A03', 'A04', 'A05', 'A06', 'B01', 'B02', 'C01', 'C02', 'C03'],\n",
" [['A', ' ', ' ', '- ', '- ', '- ', '- '],\n",
" ['B', '- ', '- ', ' ', ' ', ' ', ' '],\n",
" ['C', '- ', '- ', '- ', ' ', ' ', ' '],\n",
" ['D', ' ', ' ', ' ', ' ', ' ', ' ']])"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ef3.wells, ef3._wells_platemap, ef3._platemap"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['file', 'verbose', 'metadata', 'measurements', 'wells', '_ini', '_fin', '_wells_platemap', '_platemap'])"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ef1.__dict__.keys()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(dict_keys(['A']), dict_keys(['B', 'A', 'C', 'D', 'E', 'F', 'G', 'H']))"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ef1.measurements.keys(), ef2.measurements.keys()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"when testing each spectra for the presence of a single wavelength in the appropriate monochromator"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'temp': '25',\n",
" 'Monochromator': 'Excitation',\n",
" 'Min wavelength': '400',\n",
" 'Max wavelength': '510',\n",
" 'Wavelength': '530',\n",
" 'Using of excitation filter': 'Top',\n",
" 'Measurement height': '8.9',\n",
" 'Number of flashes': '50',\n",
" 'Number of flashes integrated': '50',\n",
" 'Flash power': '100'}"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ef2.measurements[\"A\"][\"metadata\"]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['metadata', 'lambda', 'F01', 'F02', 'F03', 'F04', 'F05', 'F06', 'F07'])"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ef2.measurements[\"A\"].keys()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[2163.0, 607.0, 1846.0, 517.0, 572.0, 2145.0, 2028.0]"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"random.seed(11)\n",
"random.sample(ef1.measurements[\"A\"][\"F01\"], 7)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"ExpNote(note_file=PosixPath('../../tests/EnSpire/h148g-spettroC-nota'), verbose=0, wells=['A01', 'A02', 'A03', 'A04', 'A05', 'A06', 'A07', 'A08', 'A09', 'A10', 'A11', 'B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B09', 'B10', 'B11', 'C01', 'C02', 'C03', 'C04', 'C05', 'C06', 'C07', 'C08', 'C09', 'C10', 'C11', 'D01', 'D02', 'D03', 'D04', 'D05', 'D06', 'D07', 'D08', 'D09', 'D10', 'D11', 'E01', 'E02', 'E03', 'E04', 'E05', 'E06', 'E07', 'E08', 'E09', 'E10', 'E11', 'F01', 'F02', 'F03', 'F04', 'F05', 'G01', 'G02', 'G03', 'G04', 'G05'], _note_list=[['Well', 'pH', 'Chloride'], ['A01', '5.2', '0'], ['A02', '5.2', '6.7'], ['A03', '5.2', '13.3'], ['A04', '5.2', '26.7'], ['A05', '5.2', '40'], ['A06', '5.2', '60'], ['A07', '5.2', '87'], ['A08', '5.2', '120'], ['A09', '5.2', '267'], ['A10', '5.2', '400'], ['A11', '5.2', '667'], ['B01', '6.3', '0'], ['B02', '6.3', '6.7'], ['B03', '6.3', '13.3'], ['B04', '6.3', '26.7'], ['B05', '6.3', '40'], ['B06', '6.3', '60'], ['B07', '6.3', '87'], ['B08', '6.3', '120'], ['B09', '6.3', '267'], ['B10', '6.3', '400'], ['B11', '6.3', '667'], ['C01', '7.4', '0'], ['C02', '7.4', '6.7'], ['C03', '7.4', '13.3'], ['C04', '7.4', '26.7'], ['C05', '7.4', '40'], ['C06', '7.4', '60'], ['C07', '7.4', '87'], ['C08', '7.4', '120'], ['C09', '7.4', '267'], ['C10', '7.4', '400'], ['C11', '7.4', '667'], ['D01', '8.1', '0'], ['D02', '8.1', '6.7'], ['D03', '8.1', '13.3'], ['D04', '8.1', '26.7'], ['D05', '8.1', '40'], ['D06', '8.1', '60'], ['D07', '8.1', '87'], ['D08', '8.1', '120'], ['D09', '8.1', '267'], ['D10', '8.1', '400'], ['D11', '8.1', '667'], ['E01', '8.2', '0'], ['E02', '8.2', '6.7'], ['E03', '8.2', '13.3'], ['E04', '8.2', '26.7'], ['E05', '8.2', '40'], ['E06', '8.2', '60'], ['E07', '8.2', '87'], ['E08', '8.2', '120'], ['E09', '8.2', '267'], ['E10', '8.2', '400'], ['E11', '8.2', '667'], ['F01', '5.2', 'buffer'], ['F02', '6.3', 'buffer'], ['F03', '7.4', 'buffer'], ['F04', '8.1', 'buffer'], ['F05', '8.2', 'buffer'], ['G01', '5.2', 'buffer'], ['G02', '6.3', 'buffer'], ['G03', '7.4', 'buffer'], ['G04', '8.1', 'buffer'], ['G05', '8.2', 'buffer']], titrations=[])"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1 = prenspire.ExpNote(tpath / \"h148g-spettroC-nota\")\n",
"en1"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"ef = prenspire.EnspireFile(tpath / \"G10.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 5.2 | \n",
" 6.3 | \n",
" 7.4 | \n",
" 8.1 | \n",
" 8.2 | \n",
"
\n",
" \n",
" | \n",
" A01 | \n",
" B01 | \n",
" C01 | \n",
" D01 | \n",
" E01 | \n",
"
\n",
" \n",
" | lambda | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" | 272.0 | \n",
" 3151.0 | \n",
" 4181.0 | \n",
" 16413.0 | \n",
" 29192.0 | \n",
" 28816.0 | \n",
"
\n",
" \n",
" | 273.0 | \n",
" 3130.0 | \n",
" 4204.0 | \n",
" 16926.0 | \n",
" 29909.0 | \n",
" 29545.0 | \n",
"
\n",
" \n",
" | 274.0 | \n",
" 3043.0 | \n",
" 4232.0 | \n",
" 17331.0 | \n",
" 30900.0 | \n",
" 30750.0 | \n",
"
\n",
" \n",
" | 275.0 | \n",
" 3079.0 | \n",
" 4283.0 | \n",
" 17680.0 | \n",
" 31717.0 | \n",
" 31547.0 | \n",
"
\n",
" \n",
" | 276.0 | \n",
" 2975.0 | \n",
" 4264.0 | \n",
" 18020.0 | \n",
" 32564.0 | \n",
" 32336.0 | \n",
"
\n",
" \n",
" | ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
"
\n",
" \n",
" | 496.0 | \n",
" 636.0 | \n",
" 4689.0 | \n",
" 43230.0 | \n",
" 87203.0 | \n",
" 87842.0 | \n",
"
\n",
" \n",
" | 497.0 | \n",
" 683.0 | \n",
" 4923.0 | \n",
" 45173.0 | \n",
" 89719.0 | \n",
" 90666.0 | \n",
"
\n",
" \n",
" | 498.0 | \n",
" 632.0 | \n",
" 4900.0 | \n",
" 46725.0 | \n",
" 93452.0 | \n",
" 94101.0 | \n",
"
\n",
" \n",
" | 499.0 | \n",
" 854.0 | \n",
" 5140.0 | \n",
" 48452.0 | \n",
" 96643.0 | \n",
" 97506.0 | \n",
"
\n",
" \n",
" | 500.0 | \n",
" 573.0 | \n",
" 5573.0 | \n",
" 50025.0 | \n",
" 99847.0 | \n",
" 100715.0 | \n",
"
\n",
" \n",
"
\n",
"
229 rows × 5 columns
\n",
"
"
],
"text/plain": [
" 5.2 6.3 7.4 8.1 8.2\n",
" A01 B01 C01 D01 E01\n",
"lambda \n",
"272.0 3151.0 4181.0 16413.0 29192.0 28816.0\n",
"273.0 3130.0 4204.0 16926.0 29909.0 29545.0\n",
"274.0 3043.0 4232.0 17331.0 30900.0 30750.0\n",
"275.0 3079.0 4283.0 17680.0 31717.0 31547.0\n",
"276.0 2975.0 4264.0 18020.0 32564.0 32336.0\n",
"... ... ... ... ... ...\n",
"496.0 636.0 4689.0 43230.0 87203.0 87842.0\n",
"497.0 683.0 4923.0 45173.0 89719.0 90666.0\n",
"498.0 632.0 4900.0 46725.0 93452.0 94101.0\n",
"499.0 854.0 5140.0 48452.0 96643.0 97506.0\n",
"500.0 573.0 5573.0 50025.0 99847.0 100715.0\n",
"\n",
"[229 rows x 5 columns]"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1.build_titrations(ef1)\n",
"en1.titrations[0].data[\"A\"]"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Wells ['A02', 'A03']...['G04', 'G05'] generated.\n"
]
}
],
"source": [
"fp = tpath / \"h148g-spettroC-nota.csv\"\n",
"n1 = prenspire.Note(fp, verbose=1)\n",
"n1.build_titrations(ef1)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"from clophfit.binding.fitting import analyze_spectra, analyze_spectra_glob\n",
"\n",
"spectra = n1.titrations[\"H148G\"][20.0][\"Cl_0.0\"][\"A\"]"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Wells ['D02', 'D03']...['G07', 'G08'] generated.\n"
]
}
],
"source": [
"fp = tpath / \"NTT-G10_note.csv\"\n",
"nn = prenspire.Note(fp, verbose=1)\n",
"nn.build_titrations(ef)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"titration = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"]\n",
"# titration = nn.titrations['NTT-G10'][37.0]['Cl_0.0']\n",
"figures_results = analyze_spectra_glob(titration, \"pH\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
" ,\n",
" None,\n",
" None)"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"figures_results"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 99.73% 95.45% 68.27% _BEST_ 68.27% 95.45% 99.73%\n",
" K : 7.87 7.92 7.96 8.00 8.04 8.08 8.13\n",
" S1: 0.95 0.96 0.97 0.98 0.98 0.99 1.00\n",
" S0: 1.29 1.30 1.30 1.30 1.31 1.31 1.32\n"
]
}
],
"source": [
"print(figures_results[1].ci_report(ndigits=2, with_offset=False))"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:05<00:00, 94.52it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"The chain is shorter than 50 times the integrated autocorrelation time for 2 parameter(s). Use this estimate with caution and run a longer chain!\n",
"N/50 = 10;\n",
"tau: [20.13286349 20.29655236]\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import corner\n",
"\n",
"\n",
"def mcmc_sampling(result):\n",
" # result = result.emcee(steps=500, burn=100, params=result.params, is_weighted=True)\n",
" result = result.emcee(steps=500, burn=150)\n",
" samples = result.flatchain\n",
" return corner.corner(\n",
" samples,\n",
" labels=result.var_names,\n",
" truths=list(result.params.valuesdict().values()),\n",
" )\n",
"\n",
"\n",
"import lmfit\n",
"\n",
"xx = np.array([5.2, 6.3, 7.4, 8.1, 8.2])\n",
"yy = np.array([6.05, 12.2, 20.38, 48.2, 80.3])\n",
"\n",
"\n",
"def kd(x, kd1, pka):\n",
" return kd1 * (1 + 10 ** (pka - x)) / 10 ** (pka - x)\n",
"\n",
"\n",
"model = lmfit.Model(kd)\n",
"params = lmfit.Parameters()\n",
"params.add(\"kd1\", value=10.0)\n",
"params.add(\"pka\", value=6.6)\n",
"\n",
"result = model.fit(yy, params, x=xx)\n",
"\n",
"figure = mcmc_sampling(result)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"figure, result = analyze_spectra(\n",
" nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"C\"], \"pH\", None\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"spectra_A = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"A\"]\n",
"spectra_C = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"C\"]\n",
"spectra_D = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"D\"]\n",
"figA, resA = analyze_spectra(spectra_A, \"pH\", (466, 510))\n",
"figC, resC = analyze_spectra(spectra_C, \"pH\", (470, 500))\n",
"figD, resD = analyze_spectra(spectra_D, \"pH\", (450, 600))\n",
"\n",
"# Combine the data from all datasets\n",
"x_combined = {\"A\": resA.userkws[\"x\"], \"C\": resC.userkws[\"x\"], \"D\": resD.userkws[\"x\"]}\n",
"y_combined = {\"A\": resA.data, \"C\": resC.data, \"D\": resD.data}"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(None,\n",
" None,\n",
" ,\n",
" )"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dbands = {\"A\": (466, 510), \"C\": (470, 500), \"D\": (450, 600)}\n",
"dbands = {\n",
" \"A\": (466, 510),\n",
" \"C\": (470, 500),\n",
"}\n",
"# dbands = {\"A\": (466, 510), }\n",
"# dbands = {}\n",
"tup = analyze_spectra_glob(\n",
" nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"], \"pH\", dbands, x_combined, y_combined\n",
")\n",
"tup"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Fit Statistics
| fitting method | leastsq | |
| # function evals | 57 | |
| # data points | 48 | |
| # variables | 5 | |
| chi-square | 4.78487420 | |
| reduced chi-square | 0.11127614 | |
| Akaike info crit. | -100.675581 | |
| Bayesian info crit. | -91.3195763 | |
Variables
| name | value | standard error | relative error | initial value | min | max | vary |
|---|
| K | 7.97506684 | 0.03667928 | (0.46%) | 7 | 0.00000000 | inf | True |
| S0_A | 9.63789512 | 0.11454433 | (1.19%) | 2.9567982827061576 | -inf | inf | True |
| S1_A | 2.22405960 | 0.16357651 | (7.35%) | 9.334882739985758 | -inf | inf | True |
| S0_C | 1.98809214 | 0.11679259 | (5.87%) | 9.858658373204044 | -inf | inf | True |
| S1_C | 10.2999977 | 0.17183986 | (1.67%) | 1.8147350421583364 | -inf | inf | True |
Correlations (unreported correlations are < 0.100)
| K | S1_C | +0.6776 |
| K | S1_A | -0.6349 |
| K | S0_C | +0.4319 |
| S1_A | S1_C | -0.4302 |
| K | S0_A | -0.3928 |
| S1_A | S0_C | -0.2742 |
| S0_A | S1_C | -0.2662 |
| S0_A | S0_C | -0.1696 |
"
],
"text/plain": [
""
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tup[3]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"from clophfit.binding.fitting import _binding_residuals, _binding_pk\n",
"import lmfit\n",
"\n",
"ndata = len(x_combined)\n",
"params = lmfit.Parameters()\n",
"params.add(\"K\", value=5, min=0, max=10)\n",
"for label in x_combined:\n",
" params.add(f\"S0_{label}\", value=y_combined[label][0])\n",
" params.add(f\"S1_{label}\", value=y_combined[label][-1])"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"| name | value | standard error | relative error | initial value | min | max | vary |
|---|
| K | 8.00113658 | 0.03606111 | (0.45%) | 5 | 0.00000000 | 10.0000000 | True |
| S0_A | 9.60610648 | 0.13800935 | (1.44%) | 2.9567982827061576 | -inf | inf | True |
| S1_A | 2.14902484 | 0.19186866 | (8.93%) | 9.334882739985758 | -inf | inf | True |
| S0_C | 2.02401217 | 0.13975712 | (6.90%) | 9.858658373204044 | -inf | inf | True |
| S1_C | 10.3837396 | 0.19921960 | (1.92%) | 1.8147350421583364 | -inf | inf | True |
| S0_D | 9.65195727 | 0.14057651 | (1.46%) | 1.5932509691039798 | -inf | inf | True |
| S1_D | 0.89745241 | 0.20260476 | (22.58%) | 9.21780362986832 | -inf | inf | True |
"
],
"text/plain": [
"Parameters([('K', ), ('S0_A', ), ('S1_A', ), ('S0_C', ), ('S1_C', ), ('S0_D', ), ('S1_D', )])"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result = lmfit.minimize(\n",
" _binding_residuals, params, args=(_binding_pk, x_combined, y_combined)\n",
")\n",
"result.params"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[(0.6826894921370859, 7.965648370987939), (0.0, 8.001136579909678), (0.6826894921370859, 8.036541422589526)]\n"
]
}
],
"source": [
"gmini = lmfit.Minimizer(\n",
" _binding_residuals, params, fcn_args=(_binding_pk, x_combined, y_combined)\n",
")\n",
"gres = gmini.minimize()\n",
"\n",
"print(lmfit.conf_interval(gmini, gres, sigmas=[1])[\"K\"])"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"([('5.2', 'A01'),\n",
" ('6.3', 'B01'),\n",
" ('7.4', 'C01'),\n",
" ('8.1', 'D01'),\n",
" ('8.2', 'E01')],\n",
" [5.2, 6.3, 7.4, 8.1, 8.2],\n",
" ['A01', 'B01', 'C01', 'D01', 'E01'])"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1._note_list\n",
"\n",
"conc_well = [(line[1], line[0]) for line in en1._note_list if line[2] == \"0\"]\n",
"conc = [float(tpl[0]) for tpl in conc_well]\n",
"well = [tpl[1] for tpl in conc_well]\n",
"conc_well, conc, well"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"@dataclass\n",
"class Metadata:\n",
" \n",
"@dataclass\n",
"class Datum:\n",
" well: str\n",
" pH: float\n",
" Cl: float\n",
" T: float\n",
" mut: str\n",
" labels: list[str]\n",
" metadata: dict[str, Metadata]\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['A01', 'A02', 'A03', 'A04', 'A05', 'A06', 'A07']"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1.wells[:7]"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[['Well', 'pH', 'Chloride'],\n",
" ['A01', '5.2', '0'],\n",
" ['A02', '5.2', '6.7'],\n",
" ['A03', '5.2', '13.3'],\n",
" ['A04', '5.2', '26.7']]"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1._note_list[:5]"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(True, False)"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1.wells == ef1.wells, en1.wells == ef2.wells"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"en1.build_titrations(ef1)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['note_file', 'verbose', 'wells', '_note_list', 'titrations', 'pH_values'])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1.__dict__.keys()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['5.2', '6.3', '7.4', '8.1', '8.2']"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"en1.pH_values"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"tit0 = en1.titrations[0]\n",
"tit3 = en1.titrations[3]"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['conc', 'data', 'cl'])"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tit0.__dict__.keys()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"([5.2, 6.3, 7.4, 8.1, 8.2],\n",
" '0',\n",
" [0.0, 6.7, 13.3, 26.7, 40.0, 60.0, 87.0, 120.0, 267.0, 400.0, 667.0],\n",
" '7.4')"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tit0.conc, tit0.cl, tit3.conc, tit3.ph"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" 5.2 | \n",
" 6.3 | \n",
" 7.4 | \n",
" 8.1 | \n",
" 8.2 | \n",
"
\n",
" \n",
" | \n",
" A01 | \n",
" B01 | \n",
" C01 | \n",
" D01 | \n",
" E01 | \n",
"
\n",
" \n",
" | lambda | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" | 272.0 | \n",
" 3151.0 | \n",
" 4181.0 | \n",
" 16413.0 | \n",
" 29192.0 | \n",
" 28816.0 | \n",
"
\n",
" \n",
" | 273.0 | \n",
" 3130.0 | \n",
" 4204.0 | \n",
" 16926.0 | \n",
" 29909.0 | \n",
" 29545.0 | \n",
"
\n",
" \n",
" | 274.0 | \n",
" 3043.0 | \n",
" 4232.0 | \n",
" 17331.0 | \n",
" 30900.0 | \n",
" 30750.0 | \n",
"
\n",
" \n",
" | 275.0 | \n",
" 3079.0 | \n",
" 4283.0 | \n",
" 17680.0 | \n",
" 31717.0 | \n",
" 31547.0 | \n",
"
\n",
" \n",
" | 276.0 | \n",
" 2975.0 | \n",
" 4264.0 | \n",
" 18020.0 | \n",
" 32564.0 | \n",
" 32336.0 | \n",
"
\n",
" \n",
" | ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
"
\n",
" \n",
" | 496.0 | \n",
" 636.0 | \n",
" 4689.0 | \n",
" 43230.0 | \n",
" 87203.0 | \n",
" 87842.0 | \n",
"
\n",
" \n",
" | 497.0 | \n",
" 683.0 | \n",
" 4923.0 | \n",
" 45173.0 | \n",
" 89719.0 | \n",
" 90666.0 | \n",
"
\n",
" \n",
" | 498.0 | \n",
" 632.0 | \n",
" 4900.0 | \n",
" 46725.0 | \n",
" 93452.0 | \n",
" 94101.0 | \n",
"
\n",
" \n",
" | 499.0 | \n",
" 854.0 | \n",
" 5140.0 | \n",
" 48452.0 | \n",
" 96643.0 | \n",
" 97506.0 | \n",
"
\n",
" \n",
" | 500.0 | \n",
" 573.0 | \n",
" 5573.0 | \n",
" 50025.0 | \n",
" 99847.0 | \n",
" 100715.0 | \n",
"
\n",
" \n",
"
\n",
"
229 rows × 5 columns
\n",
"
"
],
"text/plain": [
" 5.2 6.3 7.4 8.1 8.2\n",
" A01 B01 C01 D01 E01\n",
"lambda \n",
"272.0 3151.0 4181.0 16413.0 29192.0 28816.0\n",
"273.0 3130.0 4204.0 16926.0 29909.0 29545.0\n",
"274.0 3043.0 4232.0 17331.0 30900.0 30750.0\n",
"275.0 3079.0 4283.0 17680.0 31717.0 31547.0\n",
"276.0 2975.0 4264.0 18020.0 32564.0 32336.0\n",
"... ... ... ... ... ...\n",
"496.0 636.0 4689.0 43230.0 87203.0 87842.0\n",
"497.0 683.0 4923.0 45173.0 89719.0 90666.0\n",
"498.0 632.0 4900.0 46725.0 93452.0 94101.0\n",
"499.0 854.0 5140.0 48452.0 96643.0 97506.0\n",
"500.0 573.0 5573.0 50025.0 99847.0 100715.0\n",
"\n",
"[229 rows x 5 columns]"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tit0.data[\"A\"]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tit0.plot()"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tit3.plot()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.8"
}
},
"nbformat": 4,
"nbformat_minor": 1
}