{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Bayesian fitting and forecasting\n", "\n", "In this notebook, we show how to make a Bayesian fit to estimate $M$, $\\tau$, and production using pymc's No-U-Turn Sampler.\n", "\n", "This starts out very similar to the deterministic forecast.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# If necessary, install pymc\n", "# %pip install pymc arviz" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import arviz as az\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pymc as pm\n", "import seaborn as sns\n", "from pymc.distributions.dist_math import SplineWrapper\n", "from scipy.integrate import cumulative_trapezoid\n", "from scipy.interpolate import UnivariateSpline, interp1d\n", "from scipy.misc import derivative\n", "\n", "from bluebonnet.flow import IdealReservoir" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Get ideal gas recovery\n", "t_end = 6\n", "time = np.linspace(0, np.sqrt(t_end), 10_000) ** 2\n", "res_ideal = IdealReservoir(50, 1000, 9000, None)\n", "res_ideal.simulate(time)\n", "rf_ideal = res_ideal.recovery_factor()\n", "rf_func = interp1d(time, rf_ideal, bounds_error=False, fill_value=(0, rf_ideal[-1]))\n", "rf_func2 = UnivariateSpline(time, rf_ideal, s=0)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_2642286/2562813304.py:5: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools\n", " true_prod = M_test * derivative(rf_func, time_on_production / tau_test, dx=0.01)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create test production to fit to\n", "time_on_production = np.linspace(0.001, 2, 200)\n", "tau_test = 2\n", "M_test = 300\n", "true_prod = M_test * derivative(rf_func, time_on_production / tau_test, dx=0.01)\n", "production = true_prod * np.random.default_rng(42).normal(1, 0.1, size=len(time_on_production))\n", "cum_production = cumulative_trapezoid(production, time_on_production, initial=0)\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(time_on_production, production, color=\"peru\", label=\"Rate\")\n", "ax.plot(time_on_production, cum_production, color=\"steelblue\", label=\"Cumulative\")\n", "ax.plot(\n", " time_on_production,\n", " M_test * rf_func2(time_on_production / tau_test),\n", " color=\"tab:green\",\n", " label=\"Interpolated cumulative\",\n", ")\n", "ax.set(\n", " xlabel=\"Time on production\",\n", " ylabel=\"Rate or cumulative prod\",\n", " xlim=(0, None),\n", " ylim=(0, None),\n", ")\n", "ax.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduce Bayesian inference\n", "\n", "Here is the new part, where you specify the pymc model.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Sampling ... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 / 0:00:00\n",
       "
\n" ], "text/plain": [ "Sampling ... \u001b[32m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m / \u001b[33m0:00:00\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pm.Model() as model:\n",
    "    M = pm.LogNormal(\"M\", mu=np.log(cum_production[-1]))\n",
    "    tau = pm.LogNormal(\"tau\", mu=1)\n",
    "    sigma = pm.HalfCauchy(\"sigma\", 20)\n",
    "    Np = pm.Deterministic(\"Np\", M * SplineWrapper(rf_func2)(time_on_production / tau))\n",
    "    cum = pm.Normal(\"cum\", Np, sigma, observed=cum_production)\n",
    "    idata = pm.sample(return_inferencedata=True)\n",
    "    posterior_predictive = pm.sample_posterior_predictive(idata)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can plot the posterior estimates of M and tau:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
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       "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace(idata, [\"M\", \"tau\", \"sigma\"])\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And compare to the data:\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = idata.posterior\n", "rng = np.random.default_rng(405)\n", "\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(4 * 2 * 1.65, 4))\n", "ax1.plot(\n", " time_on_production,\n", " az.extract(idata, num_samples=400)[\"Np\"],\n", " alpha=0.1,\n", " color=\"peru\",\n", ")\n", "ax1.plot(time_on_production, cum_production, color=\"steelblue\", label=\"Cumulative\")\n", "\n", "ax1.set(\n", " xlim=(0, None),\n", " ylim=(0, None),\n", " xlabel=\"Time on production\",\n", " ylabel=\"Cumulative production\",\n", " xscale=\"squareroot\",\n", " title=\"Posterior production curves\",\n", ")\n", "ax1.legend()\n", "\n", "\n", "ax2.plot(\n", " time_on_production,\n", " az.extract(posterior_predictive, group=\"posterior_predictive\", num_samples=100)[\"cum\"],\n", " color=\"steelblue\",\n", ")\n", "ax2.plot(time_on_production, cum_production, color=\"peru\")\n", "\n", "ax2.set(\n", " xlim=(0, None),\n", " ylim=(0, None),\n", " xlabel=\"Time on production\",\n", " ylabel=\"Cumulative production\",\n", " xscale=\"squareroot\",\n", " title=\"Posterior predictions\",\n", ")\n", "sns.despine()" ] } ], "metadata": { "kernelspec": { "display_name": "bluebonnet", "language": "python", "name": "bluebonnet" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 4 }