{ "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" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from scipy.interpolate import interp1d, UnivariateSpline\n", "from scipy.integrate import cumulative_trapezoid\n", "from scipy.misc import derivative\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import pymc as pm\n", "import arviz as az\n", "import seaborn as sns\n", "\n", "import bluebonnet as bb\n", "from bluebonnet.flow import (\n", " IdealReservoir,\n", " FlowProperties,\n", " SinglePhaseReservoir,\n", " RelPermParams,\n", ")\n", "from bluebonnet.forecast import Bounds, ForecasterOnePhase\n", "from pymc.distributions.dist_math import SplineWrapper" ] }, { "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_779464/3000411073.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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", 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" ] }, "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(\n", " 1, 0.1, size=len(time_on_production)\n", ")\n", "time_on_production = time_on_production # [1:]\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": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [M, tau, sigma]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", " " ], "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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", "text/plain": [ "
" ] }, "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)[\n", " \"cum\"\n", " ],\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": "python-3.11", "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": "3.11.5" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }