File: unary_op.cpp

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// SPDX-License-Identifier: EPL-2.0 OR GPL-2.0-or-later
// SPDX-FileCopyrightText: Bradley M. Bell <bradbell@seanet.com>
// SPDX-FileContributor: 2003-22 Bradley M. Bell
// ----------------------------------------------------------------------------
/*
{xrst_begin json_unary_op.cpp}

Json Unary Operators: Example and Test
######################################

Source Code
***********
{xrst_literal
   // BEGIN C++
   // END C++
}

{xrst_end json_unary_op.cpp}
*/
// BEGIN C++
# include <cppad/cppad.hpp>

bool unary_op(void)
{  bool ok = true;
   using CppAD::vector;
   using CppAD::AD;
   double eps99 = 99.0 * std::numeric_limits<double>::epsilon();
   //
   // AD graph example
   // node_1 : p[0]
   // node_2 : x[0]
   // node_3 : c[0]
   // node_4 : sin(p[0])
   // node_5 : sin(x[0])
   // node_6 : sin(c[0])
   // node_7 : sin(p[0]) + sin(x[0]) + sin(c[0])
   // y[0]   = sin(p[0]) + sin(x[0]) + sin(c[0])
   // use single quote to avoid having to escape double quote
   std::string json =
      "{\n"
      "   'function_name'  : 'unary_op example',\n"
      "   'op_define_vec'  : [ 2, [\n"
      "       { 'op_code':1, 'name':'sin', 'n_arg':1 } ,\n"
      "       { 'op_code':2, 'name':'sum'            } ]\n"
      "   ],\n"
      "   'n_dynamic_ind'  : 1,\n"
      "   'n_variable_ind' : 1,\n"
      "   'constant_vec'   : [ 1, [ -0.1 ] ],\n" // c[0]
      "   'op_usage_vec'   : [ 4, [\n"
      "       [ 1, 1]                ,\n" // sin(p[0])
      "       [ 1, 2]                ,\n" // sin(x[0])
      "       [ 1, 3]                ,\n" // sin(c[0])
      "       [ 2, 1, 3, [4, 5, 6] ] ]\n" // sin(p[0])+sin(x[0])+sin(c[0])
      "   ],\n"
      "   'dependent_vec' : [ 1, [7] ] \n"
      "}\n";
   // Convert the single quote to double quote
   for(size_t i = 0; i < json.size(); ++i)
      if( json[i] == '\'' ) json[i] = '"';
   //
   // f(x, p) = sin(p_0) + sin(x_0) + sin(c_0)
   CppAD::ADFun<double> f;
   f.from_json(json);
   ok &= f.Domain() == 1;
   ok &= f.Range() == 1;
   ok &= f.size_dyn_ind() == 1;
   //
   // value of constant in function
   vector<double> c(1);
   c[0] = -0.1;
   //
   // set independent variables and parameters
   vector<double> p(1), x(1);
   p[0] = 0.2;
   x[0] = 0.3;
   //
   // compute y = f(x, p)
   f.new_dynamic(p);
   vector<double> y = f.Forward(0, x);
   //
   // check result
   double check = std::sin(p[0]) + std::sin(x[0]) + std::sin(c[0]);
   ok &= CppAD::NearEqual(y[0], check, eps99, eps99);
   // -----------------------------------------------------------------------
   // Convert to Json graph and back again
   json = f.to_json();
   f.from_json(json);
   // -----------------------------------------------------------------------
   //
   // compute y = f(x, p)
   f.new_dynamic(p);
   y = f.Forward(0, x);
   //
   // check result
   ok &= CppAD::NearEqual(y[0], check, eps99, eps99);
   //
   return ok;
}
// END C++