baldwint/truncated-poisson-convergence.ipynb

## truncated-poisson-convergence.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Convergence problem with truncated poisson in brms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Initializing packrat project in directory:\n",
      "- \"~/brmsdev\"\n",
      "Initialization complete!\n"
     ]
    }
   ],
   "source": [
    "packrat::init(\"~/brmsdev\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading required package: Rcpp\n",
      "Loading required package: ggplot2\n",
      "Loading 'brms' package (version 2.7.2). Useful instructions\n",
      "can be found by typing help('brms'). A more detailed introduction\n",
      "to the package is available through vignette('brms_overview').\n",
      "Run theme_set(theme_default()) to use the default bayesplot theme.\n"
     ]
    }
   ],
   "source": [
    "library('brms')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "4"
      ],
      "text/latex": [
       "4"
      ],
      "text/markdown": [
       "4"
      ],
      "text/plain": [
       "[1] 4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "options(mc.cores = parallel::detectCores())\n",
    "options()$mc.cores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "options(repr.plot.width=5, repr.plot.height=3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## generate poisson data with zeros removed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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kwIIIAAAggggECQBWwHLL3J3I9+9CPR2zHoDT9Dk3668MMPPzQesvzSSy+FivmO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\nRK5CYII=",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "obs <- rpois(300, lambda = 1.5)\n",
    "dat2 <- data.frame(obs)\n",
    "\n",
    "ggplot(dat2, aes(x=obs, y=stat(count))) + geom_bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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glGcQQQQAABBBBAwEqAgGUlxHYEEEAA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\n8nvmXwAAAABJRU5ErkJggg==",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dat2_filt = data.frame(obs = dat2[dat2$obs > 0, ])\n",
    "ggplot(dat2_filt, aes(x=obs, y=stat(count))) + geom_bar()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Try fit with truncated model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "obs | trunc(lb = 1) ~ 1 "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "formula.truncpois = brmsformula(obs | trunc(lb=1) ~ 1, family = poisson())\n",
    "formula.truncpois"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Compiling the C++ model\n",
      "Start sampling\n",
      "Warning message:\n",
      "“There were 3226 transitions after warmup that exceeded the maximum treedepth. Increase max_treedepth above 10. See\n",
      "http://mc-stan.org/misc/warnings.html#maximum-treedepth-exceeded”Warning message:\n",
      "“Examine the pairs() plot to diagnose sampling problems\n",
      "”"
     ]
    }
   ],
   "source": [
    "fit_truncpois <- brm(formula.truncpois, data = dat2_filt)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "above cell runs very slow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       " Family: poisson \n",
       "  Links: mu = log \n",
       "Formula: obs | trunc(lb = 1) ~ 1 \n",
       "   Data: dat2_filt (Number of observations: 228) \n",
       "Samples: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;\n",
       "         total post-warmup samples = 4000\n",
       "\n",
       "Population-Level Effects: \n",
       "          Estimate Est.Error l-95% CI u-95% CI Eff.Sample Rhat\n",
       "Intercept  -371.67      0.00  -371.68  -371.67         88 1.06\n",
       "\n",
       "Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample \n",
       "is a crude measure of effective sample size, and Rhat is the potential \n",
       "scale reduction factor on split chains (at convergence, Rhat = 1)."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "summary(fit_truncpois)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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kySFzeX8cGcKjn5aVhyebDUx9Ue6NelUyVDaZtUZ0jmkMldSRbalWStfi3eSAZC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QcfwUCIwu233y45n8Ijbg6Rt3ZUpwmSpEQHA7slwpgw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\ngg==",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(fit_truncpois)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using all posterior samples for ppc type 'rootogram' by default.\n",
      "Warning message:\n",
      "“100% of all predicted values were invalid. Increasing argument 'ntrys' may help.”"
     ]
    },
    {
     "data": {
      "image/png": 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5T6nAfBE/D7IrVu2cx6nNg5+EbSpMZi4RomRDv3p0k36QYEIAABCGQRgcAE1pVX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",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# rootogram\n",
    "pp_check(fit_truncpois, type = \"rootogram\", style=\"hanging\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "it does not look like this converged"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Hypothesis Tests for class b:\n",
       "            Hypothesis Estimate Est.Error CI.Lower CI.Upper Evid.Ratio\n",
       "1 (exp(Intercept)) = 0        0         0        0        0         NA\n",
       "  Post.Prob Star\n",
       "1        NA    *\n",
       "---\n",
       "'*': The expected value under the hypothesis lies outside the 95%-CI.\n",
       "Posterior probabilities of point hypotheses assume equal prior probabilities."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get parameter estimate\n",
    "hypothesis(fit_truncpois, c(\"exp(Intercept) = 0\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## workaround: hurdle model\n",
    "\n",
    "with zero probability fixed at zero"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "obs ~ 1 \n",
       "hu = 0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "formula.hpois = brmsformula(obs ~ 1, hu = 0, family = hurdle_poisson())\n",
    "formula.hpois"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Compiling the C++ model\n",
      "Start sampling\n"
     ]
    }
   ],
   "source": [
    "fit_hpois <- brm(formula.hpois, data = dat2_filt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       " Family: hurdle_poisson \n",
       "  Links: mu = log; hu = identity \n",
       "Formula: obs ~ 1 \n",
       "         hu = 0\n",
       "   Data: dat2_filt (Number of observations: 228) \n",
       "Samples: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;\n",
       "         total post-warmup samples = 4000\n",
       "\n",
       "Population-Level Effects: \n",
       "          Estimate Est.Error l-95% CI u-95% CI Eff.Sample Rhat\n",
       "Intercept     0.35      0.07     0.22     0.48       1377 1.00\n",
       "\n",
       "Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample \n",
       "is a crude measure of effective sample size, and Rhat is the potential \n",
       "scale reduction factor on split chains (at convergence, Rhat = 1)."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "summary(fit_hpois)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using all posterior samples for ppc type 'rootogram' by default.\n"
     ]
    },
    {
     "data": {
      "image/png": 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XcfzZo1ix555BEoWeIns7SsUvPzGRcf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\nkwAAAABJRU5ErkJggg==",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# rootogram\n",
    "pp_check(fit_hpois, type = \"rootogram\", style=\"hanging\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Hypothesis Tests for class b:\n",
       "            Hypothesis Estimate Est.Error CI.Lower CI.Upper Evid.Ratio\n",
       "1 (exp(Intercept)) = 0     1.42       0.1     1.24     1.61         NA\n",
       "  Post.Prob Star\n",
       "1        NA    *\n",
       "---\n",
       "'*': The expected value under the hypothesis lies outside the 95%-CI.\n",
       "Posterior probabilities of point hypotheses assume equal prior probabilities."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get parameter estimate\n",
    "hypothesis(fit_hpois, c(\"exp(Intercept) = 0\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "works great"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## examine differences in the generated stan code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "library(diffr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "// generated with brms 2.7.2\n",
      "functions {\n",
      "}\n",
      "data {\n",
      "  int<lower=1> N;  // total number of observations\n",
      "  int Y[N];  // response variable\n",
      "  int lb[N];  // lower truncation bounds;\n",
      "  int prior_only;  // should the likelihood be ignored?\n",
      "}\n",
      "transformed data {\n",
      "}\n",
      "parameters {\n",
      "  real temp_Intercept;  // temporary intercept\n",
      "}\n",
      "transformed parameters {\n",
      "}\n",
      "model {\n",
      "  vector[N] mu = temp_Intercept + rep_vector(0, N);\n",
      "  for (n in 1:N) {\n",
      "    mu[n] = exp(mu[n]);\n",
      "  }\n",
      "  // priors including all constants\n",
      "  target += student_t_lpdf(temp_Intercept | 3, 1, 10);\n",
      "  // likelihood including all constants\n",
      "  if (!prior_only) {\n",
      "    for (n in 1:N) {\n",
      "      target += poisson_lpmf(Y[n] | mu[n]) -\n",
      "        poisson_lccdf(lb[n] | mu[n]);\n",
      "    }\n",
      "  }\n",
      "}\n",
      "generated quantities {\n",
      "  // actual population-level intercept\n",
      "  real b_Intercept = temp_Intercept;\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "stancode.truncpois = make_stancode(formula.truncpois, dat2_filt)\n",
    "print(stancode.truncpois)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "// generated with brms 2.7.2\n",
      "functions {\n",
      "\n",
      "  /* hurdle poisson log-PDF of a single response \n",
      "   * Args: \n",
      "   *   y: the response value \n",
      "   *   lambda: mean parameter of the poisson distribution\n",
      "   *   hu: hurdle probability\n",
      "   * Returns:  \n",
      "   *   a scalar to be added to the log posterior \n",
      "   */ \n",
      "  real hurdle_poisson_lpmf(int y, real lambda, real hu) { \n",
      "    if (y == 0) { \n",
      "      return bernoulli_lpmf(1 | hu); \n",
      "    } else { \n",
      "      return bernoulli_lpmf(0 | hu) +  \n",
      "             poisson_lpmf(y | lambda) - \n",
      "             log1m_exp(-lambda); \n",
      "    } \n",
      "  }\n",
      "  /* hurdle poisson log-PDF of a single response \n",
      "   * logit parameterization of the hurdle part\n",
      "   * Args: \n",
      "   *   y: the response value \n",
      "   *   lambda: mean parameter of the poisson distribution\n",
      "   *   hu: linear predictor for hurdle part \n",
      "   * Returns:  \n",
      "   *   a scalar to be added to the log posterior \n",
      "   */ \n",
      "  real hurdle_poisson_logit_lpmf(int y, real lambda, real hu) { \n",
      "    if (y == 0) { \n",
      "      return bernoulli_logit_lpmf(1 | hu); \n",
      "    } else { \n",
      "      return bernoulli_logit_lpmf(0 | hu) +  \n",
      "             poisson_lpmf(y | lambda) - \n",
      "             log1m_exp(-lambda); \n",
      "    } \n",
      "  }\n",
      "  /* hurdle poisson log-PDF of a single response \n",
      "   * log parameterization for the poisson part\n",
      "   * Args: \n",
      "   *   y: the response value \n",
      "   *   eta: linear predictor for poisson part \n",
      "   *   hu: hurdle probability\n",
      "   * Returns:  \n",
      "   *   a scalar to be added to the log posterior \n",
      "   */ \n",
      "  real hurdle_poisson_log_lpmf(int y, real eta, real hu) { \n",
      "    if (y == 0) { \n",
      "      return bernoulli_lpmf(1 | hu); \n",
      "    } else { \n",
      "      return bernoulli_lpmf(0 | hu) +  \n",
      "             poisson_log_lpmf(y | eta) - \n",
      "             log1m_exp(-exp(eta)); \n",
      "    } \n",
      "  }\n",
      "  /* hurdle poisson log-PDF of a single response \n",
      "   * log parameterization for the poisson part\n",
      "   * logit parameterization of the hurdle part\n",
      "   * Args: \n",
      "   *   y: the response value \n",
      "   *   eta: linear predictor for poisson part \n",
      "   *   hu: linear predictor for hurdle part \n",
      "   * Returns:  \n",
      "   *   a scalar to be added to the log posterior \n",
      "   */ \n",
      "  real hurdle_poisson_log_logit_lpmf(int y, real eta, real hu) { \n",
      "    if (y == 0) { \n",
      "      return bernoulli_logit_lpmf(1 | hu); \n",
      "    } else { \n",
      "      return bernoulli_logit_lpmf(0 | hu) +  \n",
      "             poisson_log_lpmf(y | eta) - \n",
      "             log1m_exp(-exp(eta)); \n",
      "    } \n",
      "  }\n",
      "  // hurdle poisson log-CCDF and log-CDF functions\n",
      "  real hurdle_poisson_lccdf(int y, real lambda, real hu) { \n",
      "    return bernoulli_lpmf(0 | hu) + poisson_lccdf(y | lambda) - \n",
      "           log1m_exp(-lambda);\n",
      "  }\n",
      "  real hurdle_poisson_lcdf(int y, real lambda, real hu) { \n",
      "    return log1m_exp(hurdle_poisson_lccdf(y | lambda, hu));\n",
      "  }\n",
      "}\n",
      "data {\n",
      "  int<lower=1> N;  // total number of observations\n",
      "  int Y[N];  // response variable\n",
      "  real<lower=0,upper=1> hu;  // hurdle probability\n",
      "  int prior_only;  // should the likelihood be ignored?\n",
      "}\n",
      "transformed data {\n",
      "}\n",
      "parameters {\n",
      "  real temp_Intercept;  // temporary intercept\n",
      "}\n",
      "transformed parameters {\n",
      "}\n",
      "model {\n",
      "  vector[N] mu = temp_Intercept + rep_vector(0, N);\n",
      "  // priors including all constants\n",
      "  target += student_t_lpdf(temp_Intercept | 3, 1, 10);\n",
      "  // likelihood including all constants\n",
      "  if (!prior_only) {\n",
      "    for (n in 1:N) {\n",
      "      target += hurdle_poisson_log_lpmf(Y[n] | mu[n], hu);\n",
      "    }\n",
      "  }\n",
      "}\n",
      "generated quantities {\n",
      "  // actual population-level intercept\n",
      "  real b_Intercept = temp_Intercept;\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "stancode.hpois = make_stancode(formula.hpois, dat2_filt)\n",
    "print(stancode.hpois)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!doctype html>\n",
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       "\t<head>\n",
       "\t\t<meta charset=\"utf-8\">\n",
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      // The method doesn't exist on the delegatee. Instead,
      // call the method on the delegator, if it exists.
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        method = inherited;
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      return {
        getWidth: function() { return el.offsetWidth; },
        getHeight: function() { return el.offsetHeight; }
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  }

  // Default implementations for methods
  var defaults = {
    find: function(scope) {
      return querySelectorAll(scope, "." + this.name);
    },
    renderError: function(el, err) {
      var $el = $(el);

      this.clearError(el);

      // Add all these error classes, as Shiny does
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      if (err.type !== null) {
        // use the classes of the error condition as CSS class names
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          return errClass + "-" + type;
        }).join(" ");
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      errClass = errClass + " htmlwidgets-error";

      // Is el inline or block? If inline or inline-block, just display:none it
      // and add an inline error.
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      $el.data("restore-display-mode", display);

      if (display === "inline" || display === "inline-block") {
        $el.hide();
        if (err.message !== "") {
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          errorSpan.text(err.message);
          $el.after(errorSpan);
        }
      } else if (display === "block") {
        // If block, add an error just after the el, set visibility:none on the
        // el, and position the error to be on top of the el.
        // Mark it with a unique ID and CSS class so we can remove it later.
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        if (err.message !== "") {
          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
            .css("top", el.offsetTop)
            .css("left", el.offsetLeft)
            // setting width can push out the page size, forcing otherwise
            // unnecessary scrollbars to appear and making it impossible for
            // the element to shrink; so use max-width instead
            .css("maxWidth", el.offsetWidth)
            .css("height", el.offsetHeight);
          errorDiv.text(err.message);
          $el.after(errorDiv);

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          // the parent element as the window is resized or whatever.
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              return;
            }
            errorDiv
              .css("top", el.offsetTop)
              .css("left", el.offsetLeft)
              .css("maxWidth", el.offsetWidth)
              .css("height", el.offsetHeight);
          }, 500);
        }
      }
    },
    clearError: function(el) {
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      $el.data("restore-display-mode", null);

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      } else if (display === "block"){
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        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      }
    },
    sizing: {}
  };

  // Called by widget bindings to register a new type of widget. The definition
  // object can contain the following properties:
  // - name (required) - A string indicating the binding name, which will be
  //   used by default as the CSS classname to look for.
  // - initialize (optional) - A function(el) that will be called once per
  //   widget element; if a value is returned, it will be passed as the third
  //   value to renderValue.
  // - renderValue (required) - A function(el, data, initValue) that will be
  //   called with data. Static contexts will cause this to be called once per
  //   element; Shiny apps will cause this to be called multiple times per
  //   element, as the data changes.
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    if (!definition.name) {
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    // TODO: Verify that .name is a valid CSS classname

    // Support new-style instance-bound definitions. Old-style class-bound
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    // widget; the renderValue and resize methods on such widget objects
    // take el and instance arguments, because the widget object can't
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    // provide renderValue or resize methods at all, just the single method
    //   factory(el, width, height)
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    // This enables a far more natural programming style for the widget
    // author, who can store per-instance state using either OO-style
    // instance fields or functional-style closure variables (I guess this
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      // but they actually have quite different semantics (the Shiny
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      // just ignore the difference because in some widgets it's helpful
      // to call this.renderValue() from inside of resize(), and if
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  };

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ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding p package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime t table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",
literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}}),e});\"></script>\n",
       "<script title=\"difflib\" src=\"data:application/javascript;base64,/***
This is part of jsdifflib v1.0. <http://snowtide.com/jsdifflib>

Copyright (c) 2007, Snowtide Informatics Systems, Inc.
All rights reserved.

Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:

	* Redistributions of source code must retain the above copyright notice, this
		list of conditions and the following disclaimer.
	* Redistributions in binary form must reproduce the above copyright notice,
		this list of conditions and the following disclaimer in the documentation
		and/or other materials provided with the distribution.
	* Neither the name of the Snowtide Informatics Systems nor the names of its
		contributors may be used to endorse or promote products derived from this
		software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
DAMAGE.
***/
/* Author: Chas Emerick <cemerick@snowtide.com> */
var __whitespace = {" ":true, "\t":true, "\n":true, "\f":true, "\r":true};

var difflib = {
	defaultJunkFunction: function (c) {
		return __whitespace.hasOwnProperty(c);
	},
	
	stripLinebreaks: function (str) { return str.replace(/^[\n\r]*|[\n\r]*$/g, ""); },
	
	stringAsLines: function (str) {
		var lfpos = str.indexOf("\n");
		var crpos = str.indexOf("\r");
		var linebreak = ((lfpos > -1 && crpos > -1) || crpos < 0) ? "\n" : "\r";
		
		var lines = str.split(linebreak);
		for (var i = 0; i < lines.length; i++) {
			lines[i] = difflib.stripLinebreaks(lines[i]);
		}
		
		return lines;
	},
	
	// iteration-based reduce implementation
	__reduce: function (func, list, initial) {
		if (initial != null) {
			var value = initial;
			var idx = 0;
		} else if (list) {
			var value = list[0];
			var idx = 1;
		} else {
			return null;
		}
		
		for (; idx < list.length; idx++) {
			value = func(value, list[idx]);
		}
		
		return value;
	},
	
	// comparison function for sorting lists of numeric tuples
	__ntuplecomp: function (a, b) {
		var mlen = Math.max(a.length, b.length);
		for (var i = 0; i < mlen; i++) {
			if (a[i] < b[i]) return -1;
			if (a[i] > b[i]) return 1;
		}
		
		return a.length == b.length ? 0 : (a.length < b.length ? -1 : 1);
	},
	
	__calculate_ratio: function (matches, length) {
		return length ? 2.0 * matches / length : 1.0;
	},
	
	// returns a function that returns true if a key passed to the returned function
	// is in the dict (js object) provided to this function; replaces being able to
	// carry around dict.has_key in python...
	__isindict: function (dict) {
		return function (key) { return dict.hasOwnProperty(key); };
	},
	
	// replacement for python's dict.get function -- need easy default values
	__dictget: function (dict, key, defaultValue) {
		return dict.hasOwnProperty(key) ? dict[key] : defaultValue;
	},	
	
	SequenceMatcher: function (a, b, isjunk) {
		this.set_seqs = function (a, b) {
			this.set_seq1(a);
			this.set_seq2(b);
		}
		
		this.set_seq1 = function (a) {
			if (a == this.a) return;
			this.a = a;
			this.matching_blocks = this.opcodes = null;
		}
		
		this.set_seq2 = function (b) {
			if (b == this.b) return;
			this.b = b;
			this.matching_blocks = this.opcodes = this.fullbcount = null;
			this.__chain_b();
		}
		
		this.__chain_b = function () {
			var b = this.b;
			var n = b.length;
			var b2j = this.b2j = {};
			var populardict = {};
			for (var i = 0; i < b.length; i++) {
				var elt = b[i];
				if (b2j.hasOwnProperty(elt)) {
					var indices = b2j[elt];
					if (n >= 200 && indices.length * 100 > n) {
						populardict[elt] = 1;
						delete b2j[elt];
					} else {
						indices.push(i);
					}
				} else {
					b2j[elt] = [i];
				}
			}
	
			for (var elt in populardict) {
				if (populardict.hasOwnProperty(elt)) {
					delete b2j[elt];
				}
			}
			
			var isjunk = this.isjunk;
			var junkdict = {};
			if (isjunk) {
				for (var elt in populardict) {
					if (populardict.hasOwnProperty(elt) && isjunk(elt)) {
						junkdict[elt] = 1;
						delete populardict[elt];
					}
				}
				for (var elt in b2j) {
					if (b2j.hasOwnProperty(elt) && isjunk(elt)) {
						junkdict[elt] = 1;
						delete b2j[elt];
					}
				}
			}
	
			this.isbjunk = difflib.__isindict(junkdict);
			this.isbpopular = difflib.__isindict(populardict);
		}
		
		this.find_longest_match = function (alo, ahi, blo, bhi) {
			var a = this.a;
			var b = this.b;
			var b2j = this.b2j;
			var isbjunk = this.isbjunk;
			var besti = alo;
			var bestj = blo;
			var bestsize = 0;
			var j = null;
			var k;
	
			var j2len = {};
			var nothing = [];
			for (var i = alo; i < ahi; i++) {
				var newj2len = {};
				var jdict = difflib.__dictget(b2j, a[i], nothing);
				for (var jkey in jdict) {
					if (jdict.hasOwnProperty(jkey)) {
						j = jdict[jkey];
						if (j < blo) continue;
						if (j >= bhi) break;
						newj2len[j] = k = difflib.__dictget(j2len, j - 1, 0) + 1;
						if (k > bestsize) {
							besti = i - k + 1;
							bestj = j - k + 1;
							bestsize = k;
						}
					}
				}
				j2len = newj2len;
			}
	
			while (besti > alo && bestj > blo && !isbjunk(b[bestj - 1]) && a[besti - 1] == b[bestj - 1]) {
				besti--;
				bestj--;
				bestsize++;
			}
				
			while (besti + bestsize < ahi && bestj + bestsize < bhi &&
					!isbjunk(b[bestj + bestsize]) &&
					a[besti + bestsize] == b[bestj + bestsize]) {
				bestsize++;
			}
	
			while (besti > alo && bestj > blo && isbjunk(b[bestj - 1]) && a[besti - 1] == b[bestj - 1]) {
				besti--;
				bestj--;
				bestsize++;
			}
			
			while (besti + bestsize < ahi && bestj + bestsize < bhi && isbjunk(b[bestj + bestsize]) &&
					a[besti + bestsize] == b[bestj + bestsize]) {
				bestsize++;
			}
	
			return [besti, bestj, bestsize];
		}
		
		this.get_matching_blocks = function () {
			if (this.matching_blocks != null) return this.matching_blocks;
			var la = this.a.length;
			var lb = this.b.length;
	
			var queue = [[0, la, 0, lb]];
			var matching_blocks = [];
			var alo, ahi, blo, bhi, qi, i, j, k, x;
			while (queue.length) {
				qi = queue.pop();
				alo = qi[0];
				ahi = qi[1];
				blo = qi[2];
				bhi = qi[3];
				x = this.find_longest_match(alo, ahi, blo, bhi);
				i = x[0];
				j = x[1];
				k = x[2];
	
				if (k) {
					matching_blocks.push(x);
					if (alo < i && blo < j)
						queue.push([alo, i, blo, j]);
					if (i+k < ahi && j+k < bhi)
						queue.push([i + k, ahi, j + k, bhi]);
				}
			}
			
			matching_blocks.sort(difflib.__ntuplecomp);
	
			var i1 = 0, j1 = 0, k1 = 0, block = 0;
			var i2, j2, k2;
			var non_adjacent = [];
			for (var idx in matching_blocks) {
				if (matching_blocks.hasOwnProperty(idx)) {
					block = matching_blocks[idx];
					i2 = block[0];
					j2 = block[1];
					k2 = block[2];
					if (i1 + k1 == i2 && j1 + k1 == j2) {
						k1 += k2;
					} else {
						if (k1) non_adjacent.push([i1, j1, k1]);
						i1 = i2;
						j1 = j2;
						k1 = k2;
					}
				}
			}
			
			if (k1) non_adjacent.push([i1, j1, k1]);
	
			non_adjacent.push([la, lb, 0]);
			this.matching_blocks = non_adjacent;
			return this.matching_blocks;
		}
		
		this.get_opcodes = function () {
			if (this.opcodes != null) return this.opcodes;
			var i = 0;
			var j = 0;
			var answer = [];
			this.opcodes = answer;
			var block, ai, bj, size, tag;
			var blocks = this.get_matching_blocks();
			for (var idx in blocks) {
				if (blocks.hasOwnProperty(idx)) {
					block = blocks[idx];
					ai = block[0];
					bj = block[1];
					size = block[2];
					tag = '';
					if (i < ai && j < bj) {
						tag = 'replace';
					} else if (i < ai) {
						tag = 'delete';
					} else if (j < bj) {
						tag = 'insert';
					}
					if (tag) answer.push([tag, i, ai, j, bj]);
					i = ai + size;
					j = bj + size;
					
					if (size) answer.push(['equal', ai, i, bj, j]);
				}
			}
			
			return answer;
		}
		
		// this is a generator function in the python lib, which of course is not supported in javascript
		// the reimplementation builds up the grouped opcodes into a list in their entirety and returns that.
		this.get_grouped_opcodes = function (n) {
			if (!n) n = 3;
			var codes = this.get_opcodes();
			if (!codes) codes = [["equal", 0, 1, 0, 1]];
			var code, tag, i1, i2, j1, j2;
			if (codes[0][0] == 'equal') {
				code = codes[0];
				tag = code[0];
				i1 = code[1];
				i2 = code[2];
				j1 = code[3];
				j2 = code[4];
				codes[0] = [tag, Math.max(i1, i2 - n), i2, Math.max(j1, j2 - n), j2];
			}
			if (codes[codes.length - 1][0] == 'equal') {
				code = codes[codes.length - 1];
				tag = code[0];
				i1 = code[1];
				i2 = code[2];
				j1 = code[3];
				j2 = code[4];
				codes[codes.length - 1] = [tag, i1, Math.min(i2, i1 + n), j1, Math.min(j2, j1 + n)];
			}
	
			var nn = n + n;
			var group = [];
			var groups = [];
			for (var idx in codes) {
				if (codes.hasOwnProperty(idx)) {
					code = codes[idx];
					tag = code[0];
					i1 = code[1];
					i2 = code[2];
					j1 = code[3];
					j2 = code[4];
					if (tag == 'equal' && i2 - i1 > nn) {
						group.push([tag, i1, Math.min(i2, i1 + n), j1, Math.min(j2, j1 + n)]);
						groups.push(group);
						group = [];
						i1 = Math.max(i1, i2-n);
						j1 = Math.max(j1, j2-n);
					}
					
					group.push([tag, i1, i2, j1, j2]);
				}
			}
			
			if (group && !(group.length == 1 && group[0][0] == 'equal')) groups.push(group)
			
			return groups;
		}
		
		this.ratio = function () {
			matches = difflib.__reduce(
							function (sum, triple) { return sum + triple[triple.length - 1]; },
							this.get_matching_blocks(), 0);
			return difflib.__calculate_ratio(matches, this.a.length + this.b.length);
		}
		
		this.quick_ratio = function () {
			var fullbcount, elt;
			if (this.fullbcount == null) {
				this.fullbcount = fullbcount = {};
				for (var i = 0; i < this.b.length; i++) {
					elt = this.b[i];
					fullbcount[elt] = difflib.__dictget(fullbcount, elt, 0) + 1;
				}
			}
			fullbcount = this.fullbcount;
	
			var avail = {};
			var availhas = difflib.__isindict(avail);
			var matches = numb = 0;
			for (var i = 0; i < this.a.length; i++) {
				elt = this.a[i];
				if (availhas(elt)) {
					numb = avail[elt];
				} else {
					numb = difflib.__dictget(fullbcount, elt, 0);
				}
				avail[elt] = numb - 1;
				if (numb > 0) matches++;
			}
			
			return difflib.__calculate_ratio(matches, this.a.length + this.b.length);
		}
		
		this.real_quick_ratio = function () {
			var la = this.a.length;
			var lb = this.b.length;
			return _calculate_ratio(Math.min(la, lb), la + lb);
		}
		
		this.isjunk = isjunk ? isjunk : difflib.defaultJunkFunction;
		this.a = this.b = null;
		this.set_seqs(a, b);
	}
};

\"></script>\n",
       "<script title=\"codediff\" src=\"data:application/javascript;base64,var codediff = (function() {

var differ = function(beforeText, afterText, userParams) {
  var defaultParams = {
    contextSize: 3,
    minJumpSize: 10,
    language: null,
    beforeName: "Before",
    afterName: "After"
  };

  this.params = $.extend({}, defaultParams, userParams);

  this.beforeLines = beforeText ? difflib.stringAsLines(beforeText) : [];
  this.afterLines = afterText ? difflib.stringAsLines(afterText) : [];
  var sm = new difflib.SequenceMatcher(this.beforeLines, this.afterLines);
  var opcodes = sm.get_opcodes();

  // TODO: don't store the diff ranges -- they're only used once in buildView.
  this.diffRanges = differ.opcodesToDiffRanges(
      opcodes, this.params.contextSize, this.params.minJumpSize);

  if (this.params.language) {
    var lang = this.params.language;
    this.beforeLinesHighlighted = differ.highlightText_(beforeText, lang);
    this.afterLinesHighlighted = differ.highlightText_(afterText, lang);
  }
  // TODO: from this point on language shouldn't need to be used.
};

differ.prototype.maxLineNumber = function() {
  return Math.max(this.beforeLines.length, this.afterLines.length);
};

/**
 * @param {string} text Possibly multiline text containing spans that cross
 *     line breaks.
 * @return {Array.<string>} An array of individual lines, each of which has
 *     entirely balanced <span> tags.
 */
differ.distributeSpans_ = function(text) {
  var lines = difflib.stringAsLines(text);
  var spanRe = /(<span[^>]*>)|(<\/span>)/;

  var outLines = [];
  var liveSpans = [];
  lines.forEach(function(line) {
    var groups = line.split(spanRe);
    var i = 0;
    var outLine = liveSpans.join('');
    while (i < groups.length) {
      var g = groups[i];
      if (g === undefined) {
        // close span
        outLine += groups[i + 1];
        liveSpans.pop();
        i += 2;
      } else if (g.substr(0, 5) == '<span') {
        // open span
        i += 2;
        outLine += g;
        liveSpans.push(g);
      } else {
        // plain text
        outLine += g;
        i++;
      }
    }
    liveSpans.forEach(function() { outLine += '</span>'; });
    outLines.push(outLine);
  });
  if (liveSpans.length) throw "Unbalanced <span>s in " + text;
  return outLines;
};

/**
 * @param {string} text The lines to highlight.
 * @param {?string} opt_language Language to pass to highlight.js. If not
 *     specified, then the language will be auto-detected.
 * @return {Array.<string>} Lines marked up with syntax <span>s. The <span>
 *     tags will be balanced within each line.
 */
differ.highlightText_ = function(text, opt_language) {
  if (text === null) return [];

  // TODO(danvk): look into suppressing highlighting if .relevance is low.
  var html;
  if (opt_language) {
    html = hljs.highlight(opt_language, text, true).value;
  } else {
    return null;
    // This produces a lot of false positives:
    // html = hljs.highlightAuto(text).value;
    // There is a relevance number but it's hard to threshold. The file
    // extension is probably a good enough heuristic.
  }

  // Some of the <span>s might cross lines, which won't work for our diff
  // structure. We convert them to single-line only <spans> here.
  return differ.distributeSpans_(html);
}

/**
 * Attach event listeners, notably for the "show more" links.
 */
differ.prototype.attachHandlers_ = function(el) {
  // TODO: gross duplication with buildView_
  var language = this.params.language,
      beforeLines = language ? this.beforeLinesHighlighted : this.beforeLines,
      afterLines = language ? this.afterLinesHighlighted : this.afterLines;
  $(el).on('click', '.skip a', function(e) {
    e.preventDefault();
    var skipData = $(this).closest('.skip').data();
    var beforeIdx = skipData.beforeStartIndex;
    var afterIdx = skipData.afterStartIndex;
    var jump = skipData.jumpLength;
    var change = "equal";
    var newTrs = [];
    for (var i = 0; i < jump; i++) {
      newTrs.push(differ.buildRowTr_(
        'equal',
        beforeIdx + i + 1,
        beforeLines[beforeIdx + i],
        afterIdx + i + 1,
        afterLines[afterIdx + i],
        language));
    }

    // Replace the "skip" rows with real code.
    var $skipTr = $(this).closest('tr');
    $skipTr.replaceWith(newTrs);
  });

  // Hooks for single-column text selection.
  // See http://stackoverflow.com/a/27530627/388951 for details.
  $(el).on('mousedown', function(e) {
    var $td = $(e.target).closest('td'),
        isLeft = $td.is('.before'),
        isRight = $td.is('.after');
    if (!isLeft && !isRight) return;

    el.removeClass('selecting-left selecting-right')
      .addClass('selecting-' + (isLeft ? 'left' : 'right'));
  }).on('copy', function(e) {
    var isLeft = el.is('.selecting-left'),
        idx = isLeft ? 1 : 2;  // index of <td> within <tr>

    var sel = window.getSelection(),
        range = sel.getRangeAt(0),
        doc = range.cloneContents(),
        nodes = doc.querySelectorAll('td.' + (isLeft ? 'before' : 'after')),
        text = '';

    if (nodes.length === 0) {
      text = doc.textContent;
    } else {
      [].forEach.call(nodes, function(td, i) {
        text += (i ? '\n' : '') + td.textContent;
      });
    }
    text = text.replace(/\u200B/g, '');  // remove soft breaks

    var clipboardData = e.originalEvent.clipboardData;
    clipboardData.setData('text', text);
    e.preventDefault();
  });
};

/**
 * Create a single row in the table. Adds character diffs if required.
 */
differ.buildRowTr_ = function(type, beforeLineNum, beforeTextOrHtml, afterLineNum, afterTextOrHtml, language) {
  var $makeCodeTd = function(textOrHtml) {
    if (textOrHtml == null) {
      return $('<td class="empty code">');
    }
    textOrHtml = textOrHtml.replace(/\t/g, "\u00a0\u00a0\u00a0\u00a0");
    var $td = $('<td class="code">').addClass(type);
    if (language) {
      $td.html(textOrHtml);
    } else {
      $td.text(textOrHtml);
    }
    return $td;
  };

  var cells = [
    $('<td class=line-no>').text(beforeLineNum || '').get(0),
    $makeCodeTd(beforeTextOrHtml).addClass('before').get(0),
    $makeCodeTd(afterTextOrHtml).addClass('after').get(0),
    $('<td class=line-no>').text(afterLineNum || '').get(0)
  ];
  if (type == 'replace') {
    differ.addCharacterDiffs_(cells[1], cells[2], language);
  }

  return $('<tr>').append(cells).get(0);
};

/**
 * Create a "skip" row with a link to expand.
 * beforeIdx and afterIdx are the indices of the first lines skipped.
 */
differ.buildSkipTr_ = function(beforeIdx, afterIdx, numRowsSkipped) {
  var $tr = $(
    '<tr>' +
      '<td class="line-no">&hellip;</td>' +
      '<td colspan="2" class="skip code">' +
        '<a href="#">Show ' + numRowsSkipped + ' more lines</a>' +
      '</td>' +
      '<td class="line-no">&hellip;</td>' +
    '</tr>');
  $tr.find('.skip').data({
    'beforeStartIndex': beforeIdx,
    'afterStartIndex': afterIdx,
    'jumpLength': numRowsSkipped
  });
  return $tr.get(0);
};

differ.prototype.buildView_ = function() {
  // TODO: is this distinction necessary?
  var language = this.params.language,
      beforeLines = language ? this.beforeLinesHighlighted : this.beforeLines,
      afterLines = language ? this.afterLinesHighlighted : this.afterLines;

  var $table = $('<table class="diff">');
  $table.append($('<tr>').append(
      $('<th class="diff-header" colspan=2>').text(this.params.beforeName),
      $('<th class="diff-header" colspan=2>').text(this.params.afterName)));

  for (var i = 0; i < this.diffRanges.length; i++) {
    var range = this.diffRanges[i],
        type = range.type,
        numBeforeRows = range.before[1] - range.before[0],
        numAfterRows = range.after[1] - range.after[0],
        numRows = Math.max(numBeforeRows, numAfterRows);

    if (type == 'skip') {
      $table.append(
          differ.buildSkipTr_(range.before[0], range.after[0], numRows));
    } else {
      for (var j = 0; j < numRows; j++) {
        var beforeIdx = (j < numBeforeRows) ? range.before[0] + j : null,
            afterIdx = (j < numAfterRows) ? range.after[0] + j : null;
        $table.append(differ.buildRowTr_(
            type,
            (beforeIdx != null) && 1 + beforeIdx,
            beforeLines[beforeIdx],
            (afterIdx != null) && 1 + afterIdx,
            afterLines[afterIdx],
            language));
      }
    }
  }

  // TODO: move into buildRowTr_?
  if (!this.params.wordWrap) {
    $table.find('.code').each(function(_, el) {
      differ.addSoftBreaks(el);
    });
  }

  var $container = $('<div class="diff">');
  $container.append($table);
  // Attach event handlers & apply char diffs.
  this.attachHandlers_($container);
  return $container.get(0);
};

// Input is a list of opcodes, as output by difflib (e.g. 'equal', 'replace',
// 'delete', 'insert').
// Output is a list of diff ranges which corresponds precisely to the view, e.g.
// 'skip', 'insert', 'replace', 'delete' and 'equal'.
// Outputs are {type, before:[start,limit], after:[start,limit]} tuples.
differ.opcodesToDiffRanges = function(opcodes, contextSize, minJumpSize) {
  var ranges = [];

  for (var i = 0; i < opcodes.length; i++) {
    var opcode = opcodes[i];
    var change = opcode[0];  // "equal", "replace", "delete", "insert"
    var beforeIdx = opcode[1];
    var beforeEnd = opcode[2];
    var afterIdx = opcode[3];
    var afterEnd = opcode[4];
    var range = {
          type: change,
          before: [beforeIdx, beforeEnd],
          after: [afterIdx, afterEnd]
        };
    if (change != 'equal') {
      ranges.push(range);
      continue;
    }

    // Should this "equal" range have a jump inserted?
    // First remove `contextSize` lines from either end.
    // If this leaves more than minJumpSize rows, then splice in a jump.
    var rowCount = beforeEnd - beforeIdx,  // would be same for after{End,Idx}
        isStart = (i == 0),
        isEnd = (i == opcodes.length - 1),
        firstSkipOffset = isStart ? 0 : contextSize,
        lastSkipOffset = rowCount - (isEnd ? 0 : contextSize),
        skipLength = lastSkipOffset - firstSkipOffset;

    if (skipLength == 0 || skipLength < minJumpSize) {
      ranges.push(range);
      continue;
    }

    // Convert the 'equal' block to an equal-skip-equal sequence.
    if (firstSkipOffset > 0) {
      ranges.push({
        type: 'equal',
        before: [beforeIdx, beforeIdx + firstSkipOffset],
        after: [afterIdx, afterIdx + firstSkipOffset]
      });
    }
    ranges.push({
      type: 'skip',
      before: [beforeIdx + firstSkipOffset, beforeIdx + lastSkipOffset],
      after: [afterIdx + firstSkipOffset, afterIdx + lastSkipOffset]
    });
    if (lastSkipOffset < rowCount) {
      ranges.push({
        type: 'equal',
        before: [beforeIdx + lastSkipOffset, beforeEnd],
        after: [afterIdx + lastSkipOffset, afterEnd]
      });
    }
  }

  return ranges;
}

function walkTheDOM(node, func) {
  func(node);
  node = node.firstChild;
  while (node) {
    walkTheDOM(node, func);
    node = node.nextSibling;
  }
}

/**
 * Adds soft wrap markers between all characters in a DOM element.
 */
differ.addSoftBreaks = function(el) {
  var softBreak = '\u200B';
  walkTheDOM(el, function(node) {
    if (node.nodeType !== 3) return;
    var text = node.data;
    text = text.split('').join(softBreak);
    node.nodeValue = text;
  });
};

differ.htmlTextMapper = function(text, html) {
  this.text_ = text;
  this.html_ = html;
};

// Get the substring of HTML corresponding to text.substr(start, len).
// Leading markup is included with index 0, trailing with the last char.
differ.htmlTextMapper.prototype.getHtmlSubstring = function(start, limit) {
  var count = limit - start;
  return html_substr(this.html_, start, count);
};

// Returns the HTML corresponding to text in positions [start, start+count).
// This includes any HTML in that character range, or enclosing it.
// cobbled together from:
// http://stackoverflow.com/questions/6003271/substring-text-with-html-tags-in-javascript?rq=1
// http://stackoverflow.com/questions/16856928/substring-text-with-javascript-including-html-tags
function html_substr(html, start, count) {
  var div = document.createElement('div');
  div.innerHTML = html;
  var consumed = 0;

  walk(div, track);

  function track(el) {
    if (count > 0) {
      var len = el.data.length;
      if (start <= len) {
        el.data = el.substringData(start, len);
        start = 0;
      } else {
        start -= len;
        el.data = '';
      }
      len = el.data.length;
      count -= len;
      consumed += len;
      if (count <= 0) {
        el.data = el.substringData(0, el.data.length + count);
      }
    } else {
      el.data = '';
    }
  }

  function walk(el, fn) {
    var node = el.firstChild, oldNode;
    var elsToRemove = [];
    do {
      if (node.nodeType === 3) {
        fn(node);
      } else if (node.nodeType === 1 && node.childNodes && node.childNodes[0]) {
        walk( node, fn );
      }
      if (consumed == 0 && node.nodeType == 1) {
        elsToRemove.push(node);
      }
    } while ((node = node.nextSibling) && (count > 0));

    // remove remaining nodes
    while (node){
      oldNode = node;
      node = node.nextSibling;
      el.removeChild(oldNode);
    }

    for (var i = 0; i < elsToRemove.length; i++) {
      var el = elsToRemove[i];
      if (el && el.parentNode) {
        el.parentNode.removeChild(el);
      }
    }
  }

  return div.innerHTML;
}

/**
 * @param {string} line The line to be split
 * @return {Array.<string>} Component words in the line. An invariant is that
 *     splitIntoWords_(line).join('') == line.
 */
differ.splitIntoWords_ = function(line) {
  var LC = 0, UC = 2, NUM = 3, WS = 4, SYM = 5;
  var charType = function(c) {
    if (c.match(/[a-z]/)) return LC;
    if (c.match(/[A-Z]/)) return UC;
    if (c.match(/[0-9]/)) return NUM;
    if (c.match(/\s/)) return WS;
    return SYM;
  };

  // Single words can be [A-Z][a-z]+, [A-Z]+, [a-z]+, [0-9]+ or \s+.
  var words = [];
  var lastType = -1;
  for (var i = 0; i < line.length; i++) {
    var c = line.charAt(i);
    var ct = charType(c);
    if (ct == lastType && ct != SYM && ct != WS ||
        ct == LC && lastType == UC && words[words.length - 1].length == 1) {
      words[words.length - 1] += c;
    } else {
      words.push(c);
    }
    lastType = ct;
  }
  return words;
};

/**
 * Compute an intra-line diff.
 * @param {string} beforeText
 * @param {string} afterText
 * @return {?Array.<Array>} [before codes, after codes], where each element is a
 *     list of ('change type', start idx, stop idx) triples. Returns null if
 *     character differences are not appropriate for this line pairing.
 */
differ.computeCharacterDiffs_ = function(beforeText, afterText) {
  var beforeWords = differ.splitIntoWords_(beforeText),
      afterWords = differ.splitIntoWords_(afterText);

  // TODO: precompute two arrays; this does too much work.
  var wordToIdx = function(isBefore, idx) {
    var words = isBefore ? beforeWords : afterWords;
    var charIdx = 0;
    for (var i = 0; i < idx; i++) {
      charIdx += words[i].length;
    }
    return charIdx;
  };

  var sm = new difflib.SequenceMatcher(beforeWords, afterWords);
  var opcodes = sm.get_opcodes();

  // Suppress char-by-char diffs if there's less than 50% character overlap.
  // The one exception is pure whitespace diffs, which should always be shown.
  var minEqualFrac = 0.5;
  var equalCount = 0, charCount = 0;
  var beforeDiff = '', afterDiff = '';
  opcodes.forEach(function(opcode) {
    var change = opcode[0];
    var beforeIdx = wordToIdx(true, opcode[1]);
    var beforeEnd = wordToIdx(true, opcode[2]);
    var afterIdx = wordToIdx(false, opcode[3]);
    var afterEnd = wordToIdx(false, opcode[4]);
    var beforeLen = beforeEnd - beforeIdx;
    var afterLen = afterEnd - afterIdx;
    var count = beforeLen + afterLen;
    if (change == 'equal') {
      equalCount += count;
    } else {
      beforeDiff += beforeText.substring(beforeIdx, beforeEnd);
      afterDiff += afterText.substring(afterIdx, afterEnd);
    }
    charCount += count;
  });
  if (equalCount < minEqualFrac * charCount &&
      !(beforeDiff.match(/^\s*$/) && afterDiff.match(/^\s*$/))) {
    return null;
  }

  var beforeOut = [], afterOut = [];  // (span class, start, end) triples
  opcodes.forEach(function(opcode) {
    var change = opcode[0];
    var beforeIdx = wordToIdx(true, opcode[1]);
    var beforeEnd = wordToIdx(true, opcode[2]);
    var afterIdx = wordToIdx(false, opcode[3]);
    var afterEnd = wordToIdx(false, opcode[4]);
    if (change == 'equal') {
      beforeOut.push([null, beforeIdx, beforeEnd]);
      afterOut.push([null, afterIdx, afterEnd]);
    } else if (change == 'delete') {
      beforeOut.push(['delete', beforeIdx, beforeEnd]);
    } else if (change == 'insert') {
      afterOut.push(['insert', afterIdx, afterEnd]);
    } else if (change == 'replace') {
      beforeOut.push(['delete', beforeIdx, beforeEnd]);
      afterOut.push(['insert', afterIdx, afterEnd]);
    } else {
      throw "Invalid opcode: " + opcode[0];
    }
  });
  beforeOut = differ.simplifyCodes_(beforeOut);
  afterOut = differ.simplifyCodes_(afterOut);

  return [beforeOut, afterOut];
};


// Add character-by-character diffs to a row (if appropriate).
differ.addCharacterDiffs_ = function(beforeCell, afterCell) {
  var beforeText = $(beforeCell).text(),
      afterText = $(afterCell).text();
  var codes = differ.computeCharacterDiffs_(beforeText, afterText);
  if (codes == null) return;
  beforeOut = codes[0];
  afterOut = codes[1];

  // Splice in "insert", "delete" and "replace" tags.
  // This is made more difficult by the presence of syntax highlighting, which
  // has its own set of tags. The two can co-exists if we're careful to only
  // wrap complete (balanced) DOM trees.
  var beforeHtml = $(beforeCell).html(),
      afterHtml = $(afterCell).html();
  var beforeMapper = new differ.htmlTextMapper(beforeText, beforeHtml);
  var afterMapper = new differ.htmlTextMapper(afterText, afterHtml);

  $(beforeCell).empty().html(differ.codesToHtml_(beforeMapper, beforeOut));
  $(afterCell).empty().html(differ.codesToHtml_(afterMapper, afterOut));
};

// codes are (span class, start, end) triples.
// This merges consecutive runs with the same class, which simplifies the HTML.
differ.simplifyCodes_ = function(codes) {
  var newCodes = [];
  for (var i = 0; i < codes.length; i++) {
    var code = codes[i];
    if (i == 0) {
      newCodes.push(code);
      continue;
    }

    var lastIndex = newCodes.length - 1;
    var lastCodeClass = newCodes[lastIndex][0];
    if (lastCodeClass == code[0]) {
      newCodes[lastIndex][2] = code[2];  // extend last run.
    } else {
      newCodes.push(code);
    }
  }

  return newCodes;
};

// codes are (span class, start, end) triples.
// This wraps html[start..end] in appropriate <span>..</span>s.
differ.codesToHtml_ = function(mapper, codes) {
  var html = '';
  for (var i = 0; i < codes.length; i++) {
    var code = codes[i],
        type = code[0],
        start = code[1],
        limit = code[2];
    var thisHtml = mapper.getHtmlSubstring(start, limit);
    if (type == null) {
      html += thisHtml;
    } else {
      html += '<span class="char-' + type + '">' + thisHtml + '</span>';
    }
  }
  return html;
}


differ.buildView = function(beforeText, afterText, userParams) {
  var d = new differ(beforeText, afterText, userParams);
  return d.buildView_();
};

/**
 * Returns a valid HighlightJS language based on a file name/path.
 * If it can't guess a language, returns null.
 */
differ.guessLanguageUsingFileName = function(name) {
  var lang = (function() {
    var m = /\.([^.]+)$/.exec(name);
    if (m) {
      var ext = m[1];
      if (ext == 'py') return 'python';
      if (ext == 'sh') return 'bash';
      if (ext == 'md') return 'markdown';
      return m[1].toLowerCase();
    };

    // Highlighting based purely on file name, e.g. "Makefile".
    m = /(?:.*\/)?([^\/]*)$/.exec(name);
    if (m && m[1] == 'Makefile') {
      return 'makefile';
    }
    return null;
  })();
  if (!lang || !hljs.getLanguage(lang)) {
    return null;
  } else {
    return lang;
  }
};

/**
 * Guess a language based on a file's contents.
 * This always returns a valid HighlightJS language. It considers the shebang
 * line (if present) and then falls back to HighlightJS's keyword-based
 * guessing.
 */
differ.guessLanguageUsingContents = function(contents) {
  // First check for a shebang line.
  var firstLine = contents.substring(0, contents.indexOf('\n'));
  if (firstLine.substring(0, 2) == '#!') {
    var processor = firstLine.substring(2);
    if (processor == '/bin/bash') return 'bash';
    if (processor == '/bin/sh') return 'bash';

    var options = {
        'python': 'python',
        'perl': 'perl',
        'ruby': 'ruby',
        'node': 'javascript'
    };
    for (var interpreter in options) {
      var lang = options[interpreter];
      if (processor.indexOf(interpreter) >= 0) {
        return lang;
      }
    }
  }

  // Now let HighlightJS guess.
  var guess = hljs.highlightAuto(contents);
  var lang = guess.language;
  return lang;
};

return differ;

})();
\"></script>\n",
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       "\t\t<div id=\"htmlwidget-6377698ad8ad48ac9145\" style=\"width:960px;height:500px;\" class=\"diffr html-widget\"></div>\n",
       "<script type=\"application/json\" data-for=\"htmlwidget-6377698ad8ad48ac9145\">{\"x\":{\"message\":[\"function (..., domain = NULL, appendLF = TRUE) \",\"{\",\"    args <- list(...)\",\"    cond <- if (length(args) == 1L && inherits(args[[1L]], \\\"condition\\\")) {\",\"        if (nargs() > 1L) \",\"            warning(\\\"additional arguments ignored in message()\\\")\",\"        args[[1L]]\",\"    }\",\"    else {\",\"        msg <- .makeMessage(..., domain = domain, appendLF = appendLF)\",\"        call <- sys.call()\",\"        simpleMessage(msg, call)\",\"    }\",\"    defaultHandler <- function(c) {\",\"        cat(conditionMessage(c), file = stderr(), sep = \\\"\\\")\",\"    }\",\"    withRestarts({\",\"        signalCondition(cond)\",\"        defaultHandler(cond)\",\"    }, muffleMessage = function() NULL)\",\"    invisible()\",\"}\"],\"contextSize\":3,\"minJumpSize\":10,\"wordWrap\":true,\"file1\":\"f1\",\"file2\":\"f2\",\"f1\":\"// generated with brms 2.7.2\\nfunctions {\\n}\\ndata {\\n  int<lower=1> N;  // total number of observations\\n  int Y[N];  // response variable\\n  int lb[N];  // lower truncation bounds;\\n  int prior_only;  // should the likelihood be ignored?\\n}\\ntransformed data {\\n}\\nparameters {\\n  real temp_Intercept;  // temporary intercept\\n}\\ntransformed parameters {\\n}\\nmodel {\\n  vector[N] mu = temp_Intercept + rep_vector(0, N);\\n  for (n in 1:N) {\\n    mu[n] = exp(mu[n]);\\n  }\\n  // priors including all constants\\n  target += student_t_lpdf(temp_Intercept | 3, 1, 10);\\n  // likelihood including all constants\\n  if (!prior_only) {\\n    for (n in 1:N) {\\n      target += poisson_lpmf(Y[n] | mu[n]) -\\n        poisson_lccdf(lb[n] | mu[n]);\\n    }\\n  }\\n}\\ngenerated quantities {\\n  // actual population-level intercept\\n  real b_Intercept = temp_Intercept;\\n}\\n\",\"f2\":\"// generated with brms 2.7.2\\nfunctions {\\n\\n  /* hurdle poisson log-PDF of a single response \\n   * Args: \\n   *   y: the response value \\n   *   lambda: mean parameter of the poisson distribution\\n   *   hu: hurdle probability\\n   * Returns:  \\n   *   a scalar to be added to the log posterior \\n   */ \\n  real hurdle_poisson_lpmf(int y, real lambda, real hu) { \\n    if (y == 0) { \\n      return bernoulli_lpmf(1 | hu); \\n    } else { \\n      return bernoulli_lpmf(0 | hu) +  \\n             poisson_lpmf(y | lambda) - \\n             log1m_exp(-lambda); \\n    } \\n  }\\n  /* hurdle poisson log-PDF of a single response \\n   * logit parameterization of the hurdle part\\n   * Args: \\n   *   y: the response value \\n   *   lambda: mean parameter of the poisson distribution\\n   *   hu: linear predictor for hurdle part \\n   * Returns:  \\n   *   a scalar to be added to the log posterior \\n   */ \\n  real hurdle_poisson_logit_lpmf(int y, real lambda, real hu) { \\n    if (y == 0) { \\n      return bernoulli_logit_lpmf(1 | hu); \\n    } else { \\n      return bernoulli_logit_lpmf(0 | hu) +  \\n             poisson_lpmf(y | lambda) - \\n             log1m_exp(-lambda); \\n    } \\n  }\\n  /* hurdle poisson log-PDF of a single response \\n   * log parameterization for the poisson part\\n   * Args: \\n   *   y: the response value \\n   *   eta: linear predictor for poisson part \\n   *   hu: hurdle probability\\n   * Returns:  \\n   *   a scalar to be added to the log posterior \\n   */ \\n  real hurdle_poisson_log_lpmf(int y, real eta, real hu) { \\n    if (y == 0) { \\n      return bernoulli_lpmf(1 | hu); \\n    } else { \\n      return bernoulli_lpmf(0 | hu) +  \\n             poisson_log_lpmf(y | eta) - \\n             log1m_exp(-exp(eta)); \\n    } \\n  }\\n  /* hurdle poisson log-PDF of a single response \\n   * log parameterization for the poisson part\\n   * logit parameterization of the hurdle part\\n   * Args: \\n   *   y: the response value \\n   *   eta: linear predictor for poisson part \\n   *   hu: linear predictor for hurdle part \\n   * Returns:  \\n   *   a scalar to be added to the log posterior \\n   */ \\n  real hurdle_poisson_log_logit_lpmf(int y, real eta, real hu) { \\n    if (y == 0) { \\n      return bernoulli_logit_lpmf(1 | hu); \\n    } else { \\n      return bernoulli_logit_lpmf(0 | hu) +  \\n             poisson_log_lpmf(y | eta) - \\n             log1m_exp(-exp(eta)); \\n    } \\n  }\\n  // hurdle poisson log-CCDF and log-CDF functions\\n  real hurdle_poisson_lccdf(int y, real lambda, real hu) { \\n    return bernoulli_lpmf(0 | hu) + poisson_lccdf(y | lambda) - \\n           log1m_exp(-lambda);\\n  }\\n  real hurdle_poisson_lcdf(int y, real lambda, real hu) { \\n    return log1m_exp(hurdle_poisson_lccdf(y | lambda, hu));\\n  }\\n}\\ndata {\\n  int<lower=1> N;  // total number of observations\\n  int Y[N];  // response variable\\n  real<lower=0,upper=1> hu;  // hurdle probability\\n  int prior_only;  // should the likelihood be ignored?\\n}\\ntransformed data {\\n}\\nparameters {\\n  real temp_Intercept;  // temporary intercept\\n}\\ntransformed parameters {\\n}\\nmodel {\\n  vector[N] mu = temp_Intercept + rep_vector(0, N);\\n  // priors including all constants\\n  target += student_t_lpdf(temp_Intercept | 3, 1, 10);\\n  // likelihood including all constants\\n  if (!prior_only) {\\n    for (n in 1:N) {\\n      target += hurdle_poisson_log_lpmf(Y[n] | mu[n], hu);\\n    }\\n  }\\n}\\ngenerated quantities {\\n  // actual population-level intercept\\n  real b_Intercept = temp_Intercept;\\n}\\n\"},\"evals\":[],\"jsHooks\":[]}</script>\n",
       "\t</body>\n",
       "</html>\n"
      ],
      "text/plain": [
       "HTML widgets cannot be represented in plain text (need html)"
      ]
     },
     "metadata": {
      "text/html": {
       "isolated": true
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file1 = tempfile()\n",
    "writeLines(stancode.truncpois, con = file1)\n",
    "file2 = tempfile()\n",
    "writeLines(stancode.hpois, con = file2)\n",
    "diffr(file1, file2, before = \"f1\", after = \"f2\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "R",
   "language": "R",
   "name": "ir"
  },
  "language_info": {
   "codemirror_mode": "r",
   "file_extension": ".r",
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