teca_variant_array.h

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#ifndef teca_variant_array_h
#define teca_variant_array_h
 
/// @file
 
#include <vector>
#include <string>
#include <sstream>
#include <exception>
#include <typeinfo>
#include <iterator>
#include <algorithm>
#include <type_traits>
#include <typeinfo>
#include <utility>
 
#include "teca_common.h"
#include "teca_binary_stream.h"
#include "teca_bad_cast.h"
#include "teca_shared_object.h"
 
TECA_SHARED_OBJECT_FORWARD_DECL(teca_variant_array)
TECA_SHARED_OBJECT_TEMPLATE_FORWARD_DECL(teca_variant_array_impl)
 
#ifndef SWIG
using teca_string_array = teca_variant_array_impl<std::string>;
using p_teca_string_array = std::shared_ptr<teca_variant_array_impl<std::string>>;
using const_p_teca_string_array = std::shared_ptr<const teca_variant_array_impl<std::string>>;
 
using teca_float_array = teca_variant_array_impl<float>;
using p_teca_float_array = std::shared_ptr<teca_variant_array_impl<float>>;
using const_p_teca_float_array = std::shared_ptr<const teca_variant_array_impl<float>>;
 
using teca_double_array = teca_variant_array_impl<double>;
using p_teca_double_array = std::shared_ptr<teca_variant_array_impl<double>>;
using const_p_teca_double_array = std::shared_ptr<const teca_variant_array_impl<double>>;
 
using teca_char_array = teca_variant_array_impl<char>;
using p_teca_char_array = std::shared_ptr<teca_variant_array_impl<char>>;
using const_p_teca_char_array = std::shared_ptr<const teca_variant_array_impl<char>>;
 
using teca_unsigned_char_array = teca_variant_array_impl<unsigned char>;
using p_teca_unsigned_char_array = std::shared_ptr<teca_variant_array_impl<unsigned char>>;
using const_p_teca_unsigned_char_array = std::shared_ptr<const teca_variant_array_impl<unsigned char>>;
 
using teca_short_array = teca_variant_array_impl<short>;
using p_teca_short_array = std::shared_ptr<teca_variant_array_impl<short>>;
using const_p_teca_short_array = std::shared_ptr<const teca_variant_array_impl<short>>;
 
using teca_unsigned_short_array = teca_variant_array_impl<unsigned short>;
using p_teca_unsigned_short_array = std::shared_ptr<teca_variant_array_impl<unsigned short>>;
using const_p_teca_unsigned_short_array = std::shared_ptr<const teca_variant_array_impl<unsigned short>>;
 
using teca_int_array = teca_variant_array_impl<int>;
using p_teca_int_array = std::shared_ptr<teca_variant_array_impl<int>>;
using const_p_teca_int_array = std::shared_ptr<const teca_variant_array_impl<int>>;
 
using teca_unsigned_int_array = teca_variant_array_impl<unsigned int>;
using p_teca_unsigned_int_array = std::shared_ptr<teca_variant_array_impl<unsigned int>>;
using const_p_teca_unsigned_int_array = std::shared_ptr<const teca_variant_array_impl<unsigned int>>;
 
using teca_long_array = teca_variant_array_impl<long>;
using p_teca_long_array = std::shared_ptr<teca_variant_array_impl<long>>;
using const_p_teca_long_array = std::shared_ptr<const teca_variant_array_impl<long>>;
 
using teca_unsigned_long_array = teca_variant_array_impl<unsigned long>;
using p_teca_unsigned_long_array = std::shared_ptr<teca_variant_array_impl<unsigned long>>;
using const_p_teca_unsigned_long_array = std::shared_ptr<const teca_variant_array_impl<unsigned long>>;
 
using teca_long_long_array = teca_variant_array_impl<long long>;
using p_teca_long_long_array = std::shared_ptr<teca_variant_array_impl<long long>>;
using const_p_teca_long_long_array = std::shared_ptr<const teca_variant_array_impl<long long>>;
 
using teca_unsigned_long_long_array = teca_variant_array_impl<unsigned long long>;
using p_teca_unsigned_long_long_array = std::shared_ptr<teca_variant_array_impl<unsigned long long>>;
using const_p_teca_unsigned_long_long_array = std::shared_ptr<const teca_variant_array_impl<unsigned long long>>;
 
using teca_size_t_array = teca_variant_array_impl<size_t>;
using p_teca_size_t_array = std::shared_ptr<teca_variant_array_impl<size_t>>;
using const_p_teca_size_t_array = std::shared_ptr<const teca_variant_array_impl<size_t>>;
#endif
 
/** this is a convenience macro to be used to declare a static
 * New method that will be used to construct new objects in
 * shared_ptr's. This manages the details of interoperability
 * with std C++11 shared pointer
 */
#define TECA_VARIANT_ARRAY_STATIC_NEW(T, t)                             \
                                                                        \
/** Allocate a T<t> */                                                  \
static std::shared_ptr<T<t>> New()                                      \
{                                                                       \
    return std::shared_ptr<T<t>>(new T<t>);                             \
}                                                                       \
                                                                        \
/** Allocate a T<t> of size n */                                        \
static std::shared_ptr<T<t>> New(size_t n)                              \
{                                                                       \
    return std::shared_ptr<T<t>>(new T<t>(n));                          \
}                                                                       \
                                                                        \
/** Allocate a T<t> of size n initialized with v */                     \
static std::shared_ptr<T<t>> New(size_t n, const t &v)                  \
{                                                                       \
    return std::shared_ptr<T<t>>(new T<t>(n, v));                       \
}                                                                       \
                                                                        \
/** Allocate a T<t> initialized with n values from vals */              \
static std::shared_ptr<T<t>> New(const t *vals, size_t n)               \
{                                                                       \
    return std::shared_ptr<T<t>>(new T<t>(vals, n));                    \
}                                                                       \
                                                                        \
using teca_variant_array::shared_from_this;                             \
                                                                        \
std::shared_ptr<T> shared_from_this()                                   \
{                                                                       \
    return std::static_pointer_cast<T>(shared_from_this());             \
}                                                                       \
                                                                        \
std::shared_ptr<T const> shared_from_this() const                       \
{                                                                       \
    return std::static_pointer_cast<T const>(shared_from_this());       \
}
 
 
 
 
 
 
 
 
/// @cond
/// A tag for dispatching operations on POD data
template <typename T>
struct pod_dispatch :
    std::integral_constant<bool,
    std::is_arithmetic<T>::value>
{};
 
/// A tag for disp[atching operations on classes
template <typename T>
struct object_dispatch :
    std::integral_constant<bool,
    !std::is_arithmetic<T>::value>
{};
/// @endcond
 
/** Executes the code in body if p is a tt<nt>
 * @param tt     derived container
 * @param nt     contained type
 * @param p      base class pointer
 * @param body   the code to execute if the type matches
 *
 * The following aliases are provided to know the type within the code to execute.
 *
 *     using TT = tt<nt>;
 *     using NT = nt;
 *
 */
#define TEMPLATE_DISPATCH_CASE(tt, nt, p, body) \
    if (dynamic_cast<tt<nt>*>(p))               \
    {                                           \
        using TT = tt<nt>;                      \
        using NT = nt;                          \
        body                                    \
    }
 
/** Executes the code in body if p is a tt<nt> an idnetifier disambiguates type
 * aliases  when nested
 *
 * @param tt     derived container
 * @param nt     contained type
 * @param p      base class pointer
 * @param i      identifier
 * @param body   the code to execute if the type matches
 *
 * The following aliases are provided to know the type within the code to execute.
 *
 *     using TT##i = tt<nt>;
 *     using NT##i = nt;
 *
 */
#define NESTED_TEMPLATE_DISPATCH_CASE(tt, nt, p, i, body)   \
    if (dynamic_cast<tt<nt>*>(p))                           \
    {                                                       \
        using TT##i = tt<nt>;                               \
        using NT##i = nt;                                   \
        body                                                \
    }
 
/// Executes the code in body if p is a t<nt> where nt is a floating point type
#define TEMPLATE_DISPATCH_FP(t, p, body)        \
    TEMPLATE_DISPATCH_CASE(t, float, p, body)   \
    else TEMPLATE_DISPATCH_CASE(t, double, p, body)
 
/// Executes the code in body if p is a t<nt> where nt is a signed inetegral type
#define TEMPLATE_DISPATCH_SI(t, p, body)                        \
    TEMPLATE_DISPATCH_CASE(t, long long, p, body)               \
    else TEMPLATE_DISPATCH_CASE(t, long, p, body)               \
    else TEMPLATE_DISPATCH_CASE(t, int, p, body)                \
    else TEMPLATE_DISPATCH_CASE(t, short int, p, body)          \
    else TEMPLATE_DISPATCH_CASE(t, char, p, body)
 
/// Executes the code in body if p is a t<nt> where nt is either a signed integral or floating point type
#define TEMPLATE_DISPATCH_FP_SI(t, p, body)             \
    TEMPLATE_DISPATCH_CASE(t, float, p, body)           \
    else TEMPLATE_DISPATCH_CASE(t, double, p, body)     \
    else TEMPLATE_DISPATCH_SI(t, p, body)
 
/// Executes the code in body if p is a t<nt> where nt is an integral type
#define TEMPLATE_DISPATCH_I(t, p, body)                         \
    TEMPLATE_DISPATCH_CASE(t, long long, p, body)               \
    else TEMPLATE_DISPATCH_CASE(t, unsigned long long, p, body) \
    else TEMPLATE_DISPATCH_CASE(t, long, p, body)               \
    else TEMPLATE_DISPATCH_CASE(t, int, p, body)                \
    else TEMPLATE_DISPATCH_CASE(t, unsigned int, p, body)       \
    else TEMPLATE_DISPATCH_CASE(t, unsigned long, p, body)      \
    else TEMPLATE_DISPATCH_CASE(t, short int, p, body)          \
    else TEMPLATE_DISPATCH_CASE(t, short unsigned int, p, body) \
    else TEMPLATE_DISPATCH_CASE(t, char, p, body)               \
    else TEMPLATE_DISPATCH_CASE(t, unsigned char, p, body)
 
/** A macro for accessing the typed contents of a teca_variant_array
 * @param t    container type
 * @param p    pointer to an instance to match on
 * @param body code to execute on match
 *
 * See #TEMPLATE_DISPATCH_CASE for details.
 */
#define TEMPLATE_DISPATCH(t, p, body)       \
    TEMPLATE_DISPATCH_FP(t, p, body)        \
    else TEMPLATE_DISPATCH_I(t, p, body)
 
/** A macro for accessing the floating point typed contents of a teca_variant_array
 * @param t    container type
 * @param p    pointer to an instance to match on
 * @param i    an indentifier to use with type aliases
 * @param body code to execute on match
 *
 * See #NESTED_TEMPLATE_DISPATCH_CASE for details.
 */
#define NESTED_TEMPLATE_DISPATCH_FP(t, p, i, body)              \
    NESTED_TEMPLATE_DISPATCH_CASE(t, float, p, i, body)         \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, double, p, i, body)
 
/** A macro for accessing the inetgral typed contents of a teca_variant_array
 * @param t    container type
 * @param p    pointer to an instance to match on
 * @param i    an indentifier to use with type aliases
 * @param body code to execute on match
 *
 * See #NESTED_TEMPLATE_DISPATCH_CASE for details.
 */
#define NESTED_TEMPLATE_DISPATCH_I(t, p, i, body)                         \
    NESTED_TEMPLATE_DISPATCH_CASE(t, long long, p, i, body)               \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, unsigned long long, p, i, body) \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, long, p, i, body)               \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, int, p, i, body)                \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, unsigned int, p, i, body)       \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, unsigned long, p, i, body)      \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, short int, p, i, body)          \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, short unsigned int, p, i, body) \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, char, p, i, body)               \
    else NESTED_TEMPLATE_DISPATCH_CASE(t, unsigned char, p, i, body)
 
/** \def NESTED_TEMPLATE_DISPATCH(t, p, i, body)
 * A macro for accessing the typed contents of a teca_variant_array
 * @param t    container type
 * @param p    pointer to an instance to match on
 * @param i    an indentifier to use with type aliases
 * @param body code to execute on match
 *
 * See #NESTED_TEMPLATE_DISPATCH_CASE for details.
 */
#define NESTED_TEMPLATE_DISPATCH(t, p, i, body)     \
    NESTED_TEMPLATE_DISPATCH_FP(t, p, i, body)      \
    else NESTED_TEMPLATE_DISPATCH_I(t, p, i, body)
 
 
 
/// A type agnostic container for array based data.
/** See #TEMPLATE_DISPATCH and #NESTED_TEMPLATE_DISPATCH for details on how to
 * apply type specific code to an instance of teca_variant_array.
 */
class teca_variant_array : public std::enable_shared_from_this<teca_variant_array>
{
public:
    // construct
    teca_variant_array() noexcept = default;
    virtual ~teca_variant_array() noexcept = default;
 
    // copy/move construct. can't copy/move construct from a base
    // pointer. these require a downcast.
    teca_variant_array(const teca_variant_array &other) = delete;
    teca_variant_array(teca_variant_array &&other) = delete;
 
    // copy assign
    teca_variant_array &operator=(const teca_variant_array &other)
    { this->copy(other); return *this; }
 
    // move assign
    teca_variant_array &operator=(teca_variant_array &&other)
    { this->swap(other); return *this; }
 
    // virtual constructor. return a newly allocated
    // empty object of the same type.
    virtual p_teca_variant_array new_instance() const = 0;
    virtual p_teca_variant_array new_instance(size_t n) const = 0;
 
    // virtual copy construct. return a newly allocated object,
    // initialized copy from this. caller must delete.
    virtual p_teca_variant_array new_copy() const = 0;
    virtual p_teca_variant_array new_copy(size_t start, size_t end) const = 0;
 
    // return true if values are equal
    bool operator==(const teca_variant_array &other) const
    { return this->equal(other); }
 
    // return the name of the class in a human readable form
    virtual std::string get_class_name() const = 0;
 
    // initialize contents with the native type initializer
    virtual void initialize() = 0;
 
    // get methods. could throw std::bad_cast if the
    // internal type is not castable to the return type.
    template<typename T>
    void get(unsigned long i, T &val) const
    { this->get_dispatch<T>(i, val); }
 
    template<typename T>
    void get(std::vector<T> &vals) const
    { this->get_dispatch<T>(vals); }
 
    template<typename T>
    void get(size_t start, size_t end, T *vals) const
    { this->get_dispatch<T>(start, end, vals); }
 
    // set methods. could throw std::bad_cast if the
    // passed in type is not castable to the internal type.
    template<typename T>
    void set(const std::vector<T> &vals)
    { this->set_dispatch<T>(vals); }
 
    template<typename T>
    void set(unsigned long i, const T &val)
    { this->set_dispatch<T>(i, val); }
 
    template<typename T>
    void set(size_t start, size_t end, const T *vals)
    { this->set_dispatch<T>(start, end, vals); }
 
    // append methods. could throw std::bad_cast if the
    // passed in type is not castable to the internal type.
    template<typename T>
    void append(const T &val)
    { this->append_dispatch(val); }
 
    template<typename T>
    void append(const std::vector<T> &vals)
    { this->append_dispatch(vals); }
 
    // get the number of elements in the array
    virtual unsigned long size() const noexcept = 0;
 
    // resize. allocates new storage and copies in existing values
    virtual void resize(unsigned long i) = 0;
 
    // reserve. reserves the requested amount of space with out
    // constructing elements
    virtual void reserve(unsigned long i) = 0;
 
    // free all the internal data
    virtual void clear() noexcept = 0;
 
    // copy the contents from the other array.
    // an exception is thrown when no conversion
    // between the two types exists. This method
    // is not virtual so that string can be handled
    // as a special case in the base class.
    void copy(const teca_variant_array &other);
    void copy(const const_p_teca_variant_array &other)
    { this->copy(*other.get()); }
 
    void append(const teca_variant_array &other);
    void append(const const_p_teca_variant_array &other)
    { this->append(*other.get()); }
 
    // swap the contents of this and the other object.
    // an exception is thrown when no conversion
    // between the two types exists.
    virtual void swap(teca_variant_array &other) = 0;
    void swap(const p_teca_variant_array &other)
    { this->swap(*other.get()); }
 
    // compare the two objects for equality
    virtual bool equal(const teca_variant_array &other) const = 0;
    bool equal(const const_p_teca_variant_array &other) const
    { return this->equal(*other.get()); }
 
    // serrialize to/from stream
    virtual int to_stream(teca_binary_stream &s) const = 0;
    virtual int from_stream(teca_binary_stream &s) = 0;
 
    virtual int to_stream(std::ostream &s) const = 0;
    virtual int from_stream(std::ostream &s) = 0;
 
    // used for serialization
    virtual unsigned int type_code() const noexcept = 0;
 
private:
    // dispatch methods, each set/get above has a pair
    // one for POD and one for the rest. this allows us to
    // seamlessly handle casting and conversion between POD
    // types
    template<typename T>
    void append_dispatch(const std::vector<T> &vals,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void append_dispatch(const std::vector<T> &vals,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void append_dispatch(const T &val,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void append_dispatch(const T &val,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0);
    template<typename T>
 
    void set_dispatch(const std::vector<T> &vals,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void set_dispatch(const std::vector<T> &vals,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void set_dispatch(unsigned long i, const T &val,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void set_dispatch(unsigned long i, const T &val,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void set_dispatch(size_t start, size_t end, const T *vals,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void set_dispatch(size_t start, size_t end, const T *vals,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0);
 
    template<typename T>
    void get_dispatch(std::vector<T> &vals,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0) const;
 
    template<typename T>
    void get_dispatch(std::vector<T> &vals,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0) const;
 
    template<typename T>
    void get_dispatch(unsigned long i, T &val,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0) const;
 
    template<typename T>
    void get_dispatch(unsigned long i, T &val,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0) const;
 
    template<typename T>
    void get_dispatch(size_t start, size_t end, T *vals,
        typename std::enable_if<pod_dispatch<T>::value, T>::type* = 0) const;
 
    template<typename T>
    void get_dispatch(size_t start, size_t end, T *vals,
        typename std::enable_if<object_dispatch<T>::value, T>::type* = 0) const;
};
 
 
/// @cond
// tag for contiguous arrays, and objects that have
// overrides in teca_binary_stream
template<typename T>
struct pack_array
    : std::integral_constant<bool,
    std::is_arithmetic<T>::value ||
    std::is_same<T, std::string>::value>
{};
 
// tag for arrays of pointers of other objects
template<typename T>
struct pack_object_ptr
    : std::integral_constant<bool,
    (std::is_pointer<T>::value ||
    std::is_same<T, p_teca_variant_array>::value) &&
    !pack_array<T>::value>
{};
 
// tag for arrays of other objects
template<typename T>
struct pack_object
    : std::integral_constant<bool,
    !pack_array<T>::value &&
    !std::is_pointer<T>::value &&
    !pack_object_ptr<T>::value>
{};
/// @endcond
 
 
/** @brief
 * The concrete implementation of our type agnostic container for contiguous
 * arrays.
 */
template<typename T>
class teca_variant_array_impl : public teca_variant_array
{
public:
    /** @name Array constructors
     * Constructs a new instance containing the templated type.
     */
    ///@{
    TECA_VARIANT_ARRAY_STATIC_NEW(teca_variant_array_impl, T)
 
    /// Returns a new instance initialized with a copy of this one.
    p_teca_variant_array new_copy() const override;
 
    /// Returns a new instance initialized with a copy of a subset of this one.
    p_teca_variant_array new_copy(size_t start, size_t end) const override;
 
    /// Returns a new instance of the same type.
    p_teca_variant_array new_instance() const override;
 
    /// Returns a new instance of the same type sized to hold n elements.
    p_teca_variant_array new_instance(size_t n) const override;
    ///@}
 
    virtual ~teca_variant_array_impl() noexcept;
 
    /// Returns the name of the class in a human readable form
    std::string get_class_name() const override;
 
    /// Initialize all elements with T()
    void initialize() override;
 
    /// Copy from the other array
    const teca_variant_array_impl<T> &
    operator=(const teca_variant_array_impl<T> &other);
 
    /// Copy from the other array
    template<typename U>
    const teca_variant_array_impl<T> &
    operator=(const teca_variant_array_impl<U> &other);
 
    /// Move the contents of the other array
    teca_variant_array_impl(teca_variant_array_impl<T> &&other);
 
    /// Move the contents of the other array
    const teca_variant_array_impl<T> &
    operator=(teca_variant_array_impl<T> &&other);
 
    /// Get the ith value
    T &get(unsigned long i)
    { return m_data[i]; }
 
    /// Get the ith value
    const T &get(unsigned long i) const
    { return m_data[i]; }
 
    /// Get the ith value
    template<typename U>
    void get(unsigned long i, U &val) const;
 
    // get a range of values described by [start end]
    // inclusive
    template<typename U>
    void get(size_t start, size_t end, U *vals) const;
 
    /// Copy the data out into the passed in vector
    template<typename U>
    void get(std::vector<U> &val) const;
 
    /// Get a pointer to the data
    T *get(){ return &m_data[0]; }
    const T *get() const { return &m_data[0]; }
 
    /// Set the ith value
    template<typename U>
    void set(unsigned long i, const U &val);
 
    /// Set a range of values described by [start end] inclusive
    template<typename U>
    void set(size_t start, size_t end, const U *vals);
 
    /// Copy data, replacing contents with the passed in vector
    template<typename U>
    void set(const std::vector<U> &val);
 
    /// Insert from the passed in vector at the back
    template<typename U>
    void append(const std::vector<U> &val);
 
    // insert a single value at the back
    template<typename U>
    void append(const U &val);
 
    /// Get the current size of the data
    virtual unsigned long size() const noexcept override;
 
    /// Resize the data
    virtual void resize(unsigned long n) override;
    void resize(unsigned long n, const T &val);
 
    /// Reserve space
    virtual void reserve(unsigned long n) override;
 
    /// Clear the data
    virtual void clear() noexcept override;
 
    /** copy. This method is not virtual so that string can be handled as a
     * special case in the base class.
     */
    void copy(const teca_variant_array &other);
 
    /** append. This method is not virtual so that
     * string can be handled as a special case in the base class.
     */
    void append(const teca_variant_array &other);
 
    /// virtual swap
    void swap(teca_variant_array &other) override;
 
    /// virtual equivalence test
    bool equal(const teca_variant_array &other) const override;
 
    /// Serialize to the stream
    int to_stream(teca_binary_stream &s) const override
    {
        this->to_binary<T>(s);
        return 0;
    }
 
    /// Deserialize from the stream
    int from_stream(teca_binary_stream &s) override
    {
        this->from_binary<T>(s);
        return 0;
    }
 
    /// Serialize to the stream
    int to_stream(std::ostream &s) const override
    {
        this->to_ascii<T>(s);
        return 0;
    }
 
    /// Deserialize from the stream
    int from_stream(std::ostream &s) override
    {
        this->from_ascii<T>(s);
        return 0;
    }
 
protected:
    // construct
    teca_variant_array_impl() noexcept {}
 
    // construct with preallocated size
    teca_variant_array_impl(unsigned long n)
        : m_data(n) {}
 
    // construct with preallocated size and initialized
    // to a specific value
    teca_variant_array_impl(unsigned long n, const T &v)
        : m_data(n, v) {}
 
    // construct from a c-array of length n
    teca_variant_array_impl(const T *vals, unsigned long n)
        : teca_variant_array(), m_data(vals, vals+n) {}
 
    // copy construct from an instance of different type
    template<typename U>
    teca_variant_array_impl(const teca_variant_array_impl<U> &other)
        : teca_variant_array(), m_data(other.m_data) {}
 
    // copy construct from an instance of same type
    teca_variant_array_impl(const teca_variant_array_impl<T> &other)
        : teca_variant_array(), m_data(other.m_data) {}
 
private:
    // tag dispatch c style array, and types that have overrides in
    // binary stream
    template <typename U = T>
    void to_binary(teca_binary_stream &s,
        typename std::enable_if<pack_array<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_binary(teca_binary_stream &s,
        typename std::enable_if<pack_array<U>::value, U>::type* = 0);
 
    // tag dispatch array of other objects
    template <typename U = T>
    void to_binary(teca_binary_stream &s,
        typename std::enable_if<pack_object<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_binary(teca_binary_stream &s,
        typename std::enable_if<pack_object<U>::value, U>::type* = 0);
 
    // tag dispatch array of pointer to other objects
    template <typename U = T>
    void to_binary(teca_binary_stream &s,
        typename std::enable_if<pack_object_ptr<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_binary(teca_binary_stream &s,
        typename std::enable_if<pack_object_ptr<U>::value, U>::type* = 0);
 
    // ostream
    template <typename U = T>
    void to_ascii(std::ostream &s,
        typename std::enable_if<pack_array<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_ascii(std::ostream &s,
        typename std::enable_if<pack_array<U>::value, U>::type* = 0);
 
    // tag dispatch array of other objects
    template <typename U = T>
    void to_ascii(std::ostream &s,
        typename std::enable_if<pack_object<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_ascii(std::ostream &s,
        typename std::enable_if<pack_object<U>::value, U>::type* = 0);
 
    // tag dispatch array of pointer to other objects
    template <typename U = T>
    void to_ascii(std::ostream &s,
        typename std::enable_if<pack_object_ptr<U>::value, U>::type* = 0)
        const;
 
    template <typename U = T>
    void from_ascii(std::ostream &s,
        typename std::enable_if<pack_object_ptr<U>::value, U>::type* = 0);
 
    // for serialization
    unsigned int type_code() const noexcept override;
private:
    std::vector<T> m_data;
 
    friend class teca_variant_array;
    template<typename U> friend class teca_variant_array_impl;
};
 
#pragma GCC diagnostic ignored "-Wunknown-pragmas"
#pragma GCC diagnostic ignored "-Wunused-local-typedefs"
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(std::vector<T> &vals,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH(const teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(std::vector<T> &vals,
    typename std::enable_if<object_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH_CASE(const teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(unsigned long i, T &val,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH(const teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(i, val);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(unsigned long i, T &val,
    typename std::enable_if<object_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH_CASE(const teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(i, val);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(size_t start, size_t end, T *vals,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH(const teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(start, end, vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::get_dispatch(size_t start, size_t end, T *vals,
    typename std::enable_if<object_dispatch<T>::value, T>::type*) const
{
    TEMPLATE_DISPATCH_CASE(const teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->get(start, end, vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(const std::vector<T> &vals,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH(teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(const std::vector<T> &vals,
    typename std::enable_if<object_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH_CASE(teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(unsigned long i, const T &val,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH(teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(i, val);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(unsigned long i, const T &val,
    typename std::enable_if<object_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH_CASE(teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(i, val);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(size_t start, size_t end, const T *vals,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH(teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(start, end, vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::set_dispatch(size_t start, size_t end, const T *vals,
    typename std::enable_if<object_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH_CASE(const teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->set(start, end, vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::append_dispatch(const std::vector<T> &vals,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH(teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->append(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::append_dispatch(const std::vector<T> &vals,
    typename std::enable_if<object_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH_CASE(teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->append(vals);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::append_dispatch(const T &val,
    typename std::enable_if<pod_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH(teca_variant_array_impl, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->append(val);
        return;
        )
    throw std::bad_cast();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array::append_dispatch(const T &val,
    typename std::enable_if<object_dispatch<T>::value, T>::type*)
{
    TEMPLATE_DISPATCH_CASE(teca_variant_array_impl, T, this,
        TT *this_t = static_cast<TT*>(this);
        this_t->append(val);
        return;
        )
    throw std::bad_cast();
}
 
 
 
 
 
// --------------------------------------------------------------------------
template<typename T>
teca_variant_array_impl<T>::~teca_variant_array_impl() noexcept
{
    this->clear();
}
 
// --------------------------------------------------------------------------
template<typename T>
p_teca_variant_array teca_variant_array_impl<T>::new_copy() const
{
    return p_teca_variant_array(new teca_variant_array_impl<T>(*this));
}
 
// --------------------------------------------------------------------------
template<typename T>
p_teca_variant_array teca_variant_array_impl<T>::new_copy(
    size_t start, size_t end) const
{
    p_teca_variant_array_impl<T> c = teca_variant_array_impl<T>::New(end-start+1);
    this->get(start, end, c->get());
    return c;
}
 
// --------------------------------------------------------------------------
template<typename T>
p_teca_variant_array teca_variant_array_impl<T>::new_instance() const
{
    return p_teca_variant_array(new teca_variant_array_impl<T>());
}
 
// --------------------------------------------------------------------------
template<typename T>
p_teca_variant_array teca_variant_array_impl<T>::new_instance(size_t n) const
{
    return p_teca_variant_array(new teca_variant_array_impl<T>(n));
}
 
// --------------------------------------------------------------------------
template<typename T>
const teca_variant_array_impl<T> &
teca_variant_array_impl<T>::operator=(const teca_variant_array_impl<T> &other)
{
    m_data.assign(other.m_data.begin(), other.m_data.end());
    return *this;
}
 
// copy assignment from different type
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
const teca_variant_array_impl<T> &
teca_variant_array_impl<T>::operator=(const teca_variant_array_impl<U> &other)
{
    m_data.assign(other.m_data.begin(), other.m_data.end());
    return *this;
}
 
// --------------------------------------------------------------------------
template<typename T>
teca_variant_array_impl<T>::teca_variant_array_impl(
    teca_variant_array_impl<T> &&other)
    : m_data(std::move(other.m_data))
{}
 
// --------------------------------------------------------------------------
template<typename T>
const teca_variant_array_impl<T> &teca_variant_array_impl<T>::operator=(
    teca_variant_array_impl<T> &&other)
{
    m_data = std::move(other.m_data);
    return *this;
}
 
// --------------------------------------------------------------------------
template<typename T>
std::string teca_variant_array_impl<T>::get_class_name() const
{
    const char *element_name = typeid(T).name();
    size_t element_size = sizeof(T);
    std::ostringstream oss;
    oss << "teca_variant_array_impl<" << element_name
        << element_size << ">";
    return oss.str();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::initialize()
{
    m_data.assign(m_data.size(), T());
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::get(unsigned long i, U &val) const
{
    val = m_data[i];
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::get(size_t start, size_t end, U *vals) const
{
    for (size_t i = start, ii = 0; i <= end; ++i, ++ii)
        vals[ii] = m_data[i];
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::get(std::vector<U> &val) const
{
    val.assign(m_data.begin(), m_data.end());
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::set(unsigned long i, const U &val)
{
    m_data[i] = val;
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::set(size_t start, size_t end, const U *vals)
{
    for (size_t i = start, ii = 0; i <= end; ++i, ++ii)
        m_data[i] = vals[ii];
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::set(const std::vector<U> &val)
{
    size_t n = val.size();
    m_data.resize(n);
    for (size_t i = 0; i < n; ++i)
        m_data[i] = static_cast<T>(val[i]);
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::append(const std::vector<U> &val)
{
    std::copy(val.begin(), val.end(), std::back_inserter(m_data));
}
 
// --------------------------------------------------------------------------
template<typename T>
template<typename U>
void teca_variant_array_impl<T>::append(const U &val)
{
    m_data.push_back(val);
}
 
// --------------------------------------------------------------------------
template<typename T>
unsigned long teca_variant_array_impl<T>::size() const noexcept
{ return m_data.size(); }
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::resize(unsigned long n)
{
    m_data.resize(n);
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::resize(unsigned long n, const T &val)
{
    m_data.resize(n, val);
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::reserve(unsigned long n)
{
    m_data.reserve(n);
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::clear() noexcept
{
    m_data.clear();
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::copy(const teca_variant_array &other)
{
    TEMPLATE_DISPATCH(const teca_variant_array_impl, &other,
        TT *other_t = static_cast<TT*>(&other);
        *this = *other_t;
        return;
        )
    throw teca_bad_cast(safe_class_name(&other), safe_class_name(this));
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::append(const teca_variant_array &other)
{
    TEMPLATE_DISPATCH(const teca_variant_array_impl, &other,
        TT *other_t = static_cast<TT*>(&other);
        std::copy(
            other_t->m_data.begin(),
            other_t->m_data.end(),
            std::back_inserter(this->m_data));
        return;
        )
    throw teca_bad_cast(safe_class_name(&other), safe_class_name(this));
}
 
// --------------------------------------------------------------------------
template<typename T>
void teca_variant_array_impl<T>::swap(teca_variant_array &other)
{
    using TT = teca_variant_array_impl<T>;
    TT *other_t = dynamic_cast<TT*>(&other);
    if (other_t)
    {
        this->m_data.swap(other_t->m_data);
        return;
    }
    throw teca_bad_cast(safe_class_name(&other), safe_class_name(this));
}
 
// --------------------------------------------------------------------------
template<typename T>
bool teca_variant_array_impl<T>::equal(const teca_variant_array &other) const
{
    using TT = teca_variant_array_impl<T>;
    const TT *other_t = dynamic_cast<const TT*>(&other);
    if (other_t)
    {
        return this->m_data == other_t->m_data;
    }
    throw teca_bad_cast(safe_class_name(&other), safe_class_name(this));
    return false;
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_array<U>::value, U>::type*) const
{
    s.pack(this->m_data);
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_array<U>::value, U>::type*)
{
    s.unpack(this->m_data);
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_object<U>::value, U>::type*) const
{
    unsigned long long n = this->size();
    s.pack(n);
    for (unsigned long long i=0; i<n; ++i)
       this->m_data[i].to_stream(s);
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_object<U>::value, U>::type*)
{
    unsigned long long n;
    s.unpack(n);
    this->resize(n);
    for (unsigned long long i=0; i<n; ++i)
       this->m_data[i].from_stream(s);
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_object_ptr<U>::value, U>::type*) const
{
    unsigned long long n = this->size();
    s.pack(n);
    for (unsigned long long i=0; i<n; ++i)
       this->m_data[i]->to_stream(s);
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_binary(
    teca_binary_stream &s,
    typename std::enable_if<pack_object_ptr<U>::value, U>::type*)
{
    unsigned long long n;
    s.unpack(n);
    this->resize(n);
    for (unsigned long long i=0; i<n; ++i)
       this->m_data[i]->from_stream(s);
}
 
#define STR_DELIM(_a, _b) \
    (std::is_same<T, std::string>::value ? _a : _b)
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_ascii(
    std::ostream &s,
    typename std::enable_if<pack_array<U>::value, U>::type*) const
{
    size_t n = this->m_data.size();
    if (n)
    {
        s << STR_DELIM("\"", "")
             << this->m_data[0] << STR_DELIM("\"", "");
        for (size_t i = 1; i < n; ++i)
        {
            s << STR_DELIM(", \"", ", ")
                << this->m_data[i] << STR_DELIM("\"", "");
        }
    }
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_ascii(
    std::ostream &,
    typename std::enable_if<pack_array<U>::value, U>::type*)
{
    // TODO
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_ascii(
    std::ostream &s,
    typename std::enable_if<pack_object<U>::value, U>::type*) const
{
    size_t n = this->m_data.size();
    if (n)
    {
        s << "{";
        this->m_data[0].to_stream(s);
        s << "}";
        for (size_t i = 1; i < n; ++i)
        {
            s << ", {";
            this->m_data[i].to_stream(s);
            s << "}";
        }
    }
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_ascii(
    std::ostream &,
    typename std::enable_if<pack_object<U>::value, U>::type*)
{
    // TODO
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::to_ascii(
    std::ostream &s,
    typename std::enable_if<pack_object_ptr<U>::value, U>::type*) const
{
    size_t n = this->m_data.size();
    if (n)
    {
        s << "{";
        this->m_data[0]->to_stream(s);
        s << "}";
        for (size_t i = 1; i < n; ++i)
        {
            s << ", {";
            this->m_data[i]->to_stream(s);
            s << "}";
        }
    }
}
 
// --------------------------------------------------------------------------
template<typename T>
    template <typename U>
void teca_variant_array_impl<T>::from_ascii(
    std::ostream &,
    typename std::enable_if<pack_object_ptr<U>::value, U>::type*)
{
    // TODO
}
 
/// @cond
template <typename T>
struct teca_variant_array_code {};
 
template <unsigned int I>
struct teca_variant_array_new {};
 
template <unsigned int I>
struct teca_variant_array_type {};
 
#define TECA_VARIANT_ARRAY_TT_SPEC(T, v)            \
template <>                                         \
struct teca_variant_array_code<T>                   \
{                                                   \
    static constexpr unsigned int get()             \
    { return v; }                                   \
};                                                  \
template <>                                         \
struct teca_variant_array_new<v>                    \
{                                                   \
    static p_teca_variant_array_impl<T> New()       \
    { return teca_variant_array_impl<T>::New(); }   \
};                                                  \
template <>                                         \
struct teca_variant_array_type<v>                   \
{                                                   \
    using type = T;                                 \
                                                    \
    static constexpr const char *name()             \
    { return #T; }                                  \
};
 
#define TECA_VARIANT_ARRAY_FACTORY_NEW(_v)              \
        case _v:                                        \
            return teca_variant_array_new<_v>::New();
 
#include "teca_metadata.h"
class teca_metadata;
 
TECA_VARIANT_ARRAY_TT_SPEC(char, 1)
TECA_VARIANT_ARRAY_TT_SPEC(unsigned char, 2)
TECA_VARIANT_ARRAY_TT_SPEC(int, 3)
TECA_VARIANT_ARRAY_TT_SPEC(unsigned int, 4)
TECA_VARIANT_ARRAY_TT_SPEC(short int, 5)
TECA_VARIANT_ARRAY_TT_SPEC(short unsigned int, 6)
TECA_VARIANT_ARRAY_TT_SPEC(long, 7)
TECA_VARIANT_ARRAY_TT_SPEC(unsigned long, 8)
TECA_VARIANT_ARRAY_TT_SPEC(long long, 9)
TECA_VARIANT_ARRAY_TT_SPEC(unsigned long long, 10)
TECA_VARIANT_ARRAY_TT_SPEC(float, 11)
TECA_VARIANT_ARRAY_TT_SPEC(double, 12)
TECA_VARIANT_ARRAY_TT_SPEC(std::string, 13)
TECA_VARIANT_ARRAY_TT_SPEC(teca_metadata, 14)
TECA_VARIANT_ARRAY_TT_SPEC(p_teca_variant_array, 15)
/// @endcond
 
/// Creates an instance of teca_variant_array_impl<T> where T is determined from the type code.
struct teca_variant_array_factory
{
    static p_teca_variant_array New(unsigned int type_code)
    {
        switch (type_code)
        {
        TECA_VARIANT_ARRAY_FACTORY_NEW(1)
        TECA_VARIANT_ARRAY_FACTORY_NEW(2)
        TECA_VARIANT_ARRAY_FACTORY_NEW(3)
        TECA_VARIANT_ARRAY_FACTORY_NEW(4)
        TECA_VARIANT_ARRAY_FACTORY_NEW(5)
        TECA_VARIANT_ARRAY_FACTORY_NEW(6)
        TECA_VARIANT_ARRAY_FACTORY_NEW(7)
        TECA_VARIANT_ARRAY_FACTORY_NEW(8)
        TECA_VARIANT_ARRAY_FACTORY_NEW(9)
        TECA_VARIANT_ARRAY_FACTORY_NEW(10)
        TECA_VARIANT_ARRAY_FACTORY_NEW(11)
        TECA_VARIANT_ARRAY_FACTORY_NEW(12)
        TECA_VARIANT_ARRAY_FACTORY_NEW(13)
        TECA_VARIANT_ARRAY_FACTORY_NEW(14)
        TECA_VARIANT_ARRAY_FACTORY_NEW(15)
        default:
            TECA_ERROR(
                << "Failed to create from "
                << type_code)
        }
    return nullptr;
    }
};
 
/// @cond
#define CODE_DISPATCH_CASE(_v, _c, _code)               \
    if (_v == _c)                                       \
    {                                                   \
        using NT = teca_variant_array_type<_c>::type;   \
        using TT = teca_variant_array_impl<NT>;         \
        _code                                           \
    }
 
#define CODE_DISPATCH_I(_v, _code)          \
    CODE_DISPATCH_CASE(_v, 1, _code)        \
    else CODE_DISPATCH_CASE(_v, 2, _code)   \
    else CODE_DISPATCH_CASE(_v, 3, _code)   \
    else CODE_DISPATCH_CASE(_v, 4, _code)   \
    else CODE_DISPATCH_CASE(_v, 5, _code)   \
    else CODE_DISPATCH_CASE(_v, 6, _code)   \
    else CODE_DISPATCH_CASE(_v, 7, _code)   \
    else CODE_DISPATCH_CASE(_v, 8, _code)   \
    else CODE_DISPATCH_CASE(_v, 9, _code)   \
    else CODE_DISPATCH_CASE(_v, 10, _code)
 
#define CODE_DISPATCH_FP(_v, _code)         \
    CODE_DISPATCH_CASE(_v, 11, _code)       \
    else CODE_DISPATCH_CASE(_v, 12, _code)
 
#define CODE_DISPATCH_CLASS(_v, _code)      \
    CODE_DISPATCH_CASE(_v, 13, _code)       \
    else CODE_DISPATCH_CASE(_v, 14, _code)  \
    else CODE_DISPATCH_CASE(_v, 15, _code)
 
#define CODE_DISPATCH(_v, _code)            \
    CODE_DISPATCH_I(_v, _code)              \
    else CODE_DISPATCH_FP(_v, _code)
 
/// @endcond
 
// --------------------------------------------------------------------------
template<typename T>
unsigned int teca_variant_array_impl<T>::type_code() const noexcept
{
    return teca_variant_array_code<T>::get();
}
 
// **************************************************************************
template <typename num_t>
num_t min(const const_p_teca_variant_array_impl<num_t> &a)
{
    num_t mn = std::numeric_limits<num_t>::max();
    TEMPLATE_DISPATCH(const teca_variant_array_impl,
        a.get(),
        const NT *pa = std::dynamic_pointer_cast<TT>(a)->get();
        size_t n = a->size();
        for (size_t i = 0; i < n; ++i)
            mn = mn > pa[i] ? pa[i] : mn;
        )
    return mn;
}
 
// **************************************************************************
template <typename num_t>
num_t min(const p_teca_variant_array_impl<num_t> &a)
{
    return min(const_p_teca_variant_array_impl<num_t>(a));
}
 
// **************************************************************************
template <typename num_t>
num_t max(const const_p_teca_variant_array_impl<num_t> &a)
{
    num_t mx = std::numeric_limits<num_t>::lowest();
    TEMPLATE_DISPATCH(const teca_variant_array_impl,
        a.get(),
        const NT *pa = std::dynamic_pointer_cast<TT>(a)->get();
        size_t n = a->size();
        for (size_t i = 0; i < n; ++i)
            mx = mx < pa[i] ? pa[i] : mx;
        )
    return mx;
}
 
// **************************************************************************
template <typename num_t>
num_t max(const p_teca_variant_array_impl<num_t> &a)
{
    return max(const_p_teca_variant_array_impl<num_t>(a));
}
 
#endif