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TimeSeries.h
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/************************************************************************
* Copyright(c) 2009, One Unified. All rights reserved. *
* email: [email protected] *
* *
* This file is provided as is WITHOUT ANY WARRANTY *
* without even the implied warranty of *
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. *
* *
* This software may not be used nor distributed without proper license *
* agreement. *
* *
* See the file LICENSE.txt for redistribution information. *
************************************************************************/
#pragma once
#pragma warning( disable: 4482 )
#include <vector>
#include <algorithm>
#include <string>
//#include <boost/thread/mutex.hpp>
//#include <boost/thread/lock_types.hpp>
#include <OUCommon/Delegate.h>
#include "DatedDatum.h"
#include "TSAllocator.h"
// 2012/04/01 use Intel Thread Building Blocks to use concurrent_vector?
// not sure: the time series here are typically just used for batch mode processing into and out of hdf5 files
// time series operators usually work with most current value,
// not many, if any, algorithms scan the time series,
// there fore time series can be extended by back ground threads, so long as no access by other threads
// bottom line: current implementation is not thread safe
// 2017/02/11 has coarse level thread safety
// implemented thread lock call on allocate/deallocate.
// graphics calls will scan time series, so need some locking capability for preventing
// allocates from appends in a background thread
// 2017/02/26 locking was added as it was thought that there would be thread problems with
// background indicator analysis. Instead, indicators use only their own time series
// with their own locking, so ... no locking should be needed here.
// Maybe enable the now commented out locking code with a define.
// 2017/05/06 see DoubleBuffer for a mechanism for locking and reusing data
// between threads
//#include <boost/serialization/vector.hpp>
// http://www.boost.org/libs/serialization/doc/traits.html
namespace ou { // One Unified
namespace tf { // TradeFrame
/*
template <typename Lockable>
class strict_lock {
public:
typedef Lockable lockable_type;
explicit strict_lock(lockable_type& obj) : obj_(obj) {
obj.lock(); // locks on construction
}
strict_lock() = delete;
strict_lock(strict_lock const&) = delete;
strict_lock& operator=(strict_lock const&) = delete;
~strict_lock() { obj_.unlock(); } // unlocks on destruction
//bool owns_lock(mutex_type const* l) const noexcept // strict lockers specific function
//{
// return l == &obj_;
//}
private:
lockable_type& obj_;
};
*/
class TimeSeriesBase { // used for dynamic_cast capability
public:
virtual ~TimeSeriesBase() {};
protected:
private:
};
/*
class Lockable {
public:
void lock() { m_mutex.lock(); }
void unlock() { m_mutex.unlock(); }
protected:
private:
boost::mutex m_mutex;
};
*/
template<typename T=ou::tf::DatedDatum>
class TimeSeries:
public TimeSeriesBase
// ,public Lockable
{
public:
using datum_t = T ;
using allocator_t = typename ou::allocator<T, heap<T> >;
using vTimeSeries_t = typename std::vector<T, allocator_t>;
using size_type = typename vTimeSeries_t::size_type;
using iterator = typename vTimeSeries_t::iterator;
using const_iterator = typename vTimeSeries_t::const_iterator;
using reference = typename vTimeSeries_t::reference;
using const_reference = typename vTimeSeries_t::const_reference;
using dt_t = typename datum_t::dt_t;
TimeSeries<T>();
TimeSeries<T>( size_type nSize );
TimeSeries<T>( const std::string& sName, size_type nSize = 0 );
TimeSeries<T>( const TimeSeries<T>& );
virtual ~TimeSeries<T>();
size_type Size() const { return m_vSeries.size(); }
void Clear();
void Append( const T& datum );
void Insert( const dt_t& time, const T& datum ); // time overrides datum.time?
void Insert( const T& datum );
void Resize( size_type Size ) { m_vSeries.resize( Size ); }
void Sort(); // use when loaded from external data
void Flip() { reverse( m_vSeries.begin(), m_vSeries.end() ); }
// these three methods update m_vIterator, used mostly with MergeDatedDatumCarrier, (const can't be used)
// TODO: convert to lamdda visitor
const T* First();
const T* Next();
const T* Last();
const_reference Ago( size_type ix );
const_reference operator[]( size_type ix );
const_reference At( size_type ix );
const_reference last() const { assert( 0 < m_vSeries.size() ); return m_vSeries.back(); }
//const_reference At( const dt_t& time );
const_iterator AtOrAfter( const dt_t& time ) const;
const_iterator After( const dt_t& time ) const;
const_iterator begin() const { return m_vSeries.cbegin(); }
const_iterator end() const { return m_vSeries.cend(); }
const_iterator at( size_type ix ) const {
assert( ix < m_vSeries.size() );
return m_vSeries.cbegin() + ix;
}
// allocate or deallocate about to happen, use for thread sync
//fastdelegate::FastDelegate1<size_type> TimeSeriesLock;
//fastdelegate::FastDelegate0<void> TimeSeriesUnlock;
ou::Delegate<const T&> OnAppend;
void SetName( const std::string& sName ) { m_sName = sName; }
const std::string& GetName() const { return m_sName; }
virtual TimeSeries<T>* Subset( const dt_t &time ); // from At or After to end
virtual TimeSeries<T>* Subset( const dt_t &time, unsigned int n ); // from At or After for n T
H5::DataSpace* DefineDataSpace( H5::DataSpace* pSpace = NULL );
// should this be locked?
void Reserve( size_type n ) { m_vSeries.reserve( n ); }
size_type Capacity() const { return m_vSeries.capacity(); }
// TSVariance, TSMA uses this, sets to false
void DisableAppend() { m_bAppendToVector = false; }
bool AppendEnabled() const { return m_bAppendToVector; } // affects Append(...) only
using fForEach_t = std::function<void(const T&)>;
void ForEach( fForEach_t&& f ) const {
for ( const typename vTimeSeries_t::value_type& vt: m_vSeries ) {
f( vt );
}
}
void ForEachReverse( fForEach_t&& f ) const {
for (
typename vTimeSeries_t::const_reverse_iterator iter = m_vSeries.rbegin();
iter != m_vSeries.rend();
iter++
) {
f( *iter );
}
}
protected:
private:
//boost::mutex m_mutex;
//boost::unique_lock<boost::mutex> m_lock;
bool m_bAppendToVector; // hf stats use many time series, many not needed, so don't build up vector for those
std::string m_sName;
vTimeSeries_t m_vSeries;
const_iterator m_vIterator; // belongs after vector declaration
};
template<typename T>
TimeSeries<T>::TimeSeries()
: TimeSeries( "", 0 ) {
}
template<typename T>
TimeSeries<T>::TimeSeries( size_type size )
: TimeSeries( "", size ) {
}
template<typename T>
TimeSeries<T>::TimeSeries( const std::string& sName, size_type nSize )
: m_vIterator( m_vSeries.end() ), m_sName( sName ), m_bAppendToVector( true ) {
//m_vSeries.get_allocator().lockRequest = fastdelegate::MakeDelegate( this, &TimeSeries<T>::lock );
//m_lock = boost::unique_lock<boost::mutex>( m_mutex, boost::defer_lock );
if ( ( 0 != nSize ) && ( m_vSeries.size() < nSize ) ) m_vSeries.reserve( nSize );
}
// this probably isn't going to work as the mutex may make this non-copyable
template<typename T>
TimeSeries<T>::TimeSeries( const TimeSeries<T>& series )
: m_bAppendToVector( series.m_bAppendToVector )
{
m_vSeries = series.m_vSeries;
//assert( !m_bLock );
//m_vSeries.get_allocator().lockRequest = fastdelegate::MakeDelegate( this, &TimeSeries<T>::lock );
//m_lock = boost::unique_lock<boost::mutex>( m_mutex, boost::defer_lock );
m_vIterator = m_vSeries.end();
}
template<typename T>
TimeSeries<T>::~TimeSeries() {
//m_vSeries.get_allocator().lockRequest = 0;
Clear();
}
template<typename T>
void TimeSeries<T>::Append(const T& datum) {
//strict_lock<TimeSeries<T> > guard(*this);
if ( m_bAppendToVector ) {
m_vSeries.push_back( datum );
}
else { // provide for .ago(0) capability
if ( 0 == m_vSeries.size() ) {
m_vSeries.push_back( datum );
}
else {
m_vSeries.back() = datum;
}
}
OnAppend( datum );
}
template<typename T>
void TimeSeries<T>::Insert( const dt_t& dt, const T& datum ) {
T key( dt );
std::pair<iterator, iterator> p;
//strict_lock<TimeSeries<T> > guard(*this);
p = equal_range( m_vSeries.begin(), m_vSeries.end(), key );
if ( m_vSeries.end() == p.second ) {
m_vSeries.push_back( datum );
}
else {
m_vSeries.insert( p.second, datum );
}
}
template<typename T>
void TimeSeries<T>::Insert( const T& datum ) {
std::pair<iterator, iterator> p;
//strict_lock<TimeSeries<T> > guard(*this);
p = equal_range( m_vSeries.begin(), m_vSeries.end(), datum );
if ( m_vSeries.end() == p.second ) {
m_vSeries.push_back( datum );
}
else {
m_vSeries.insert( p.second, datum );
}
}
template<typename T>
void TimeSeries<T>::Clear() {
//strict_lock<TimeSeries<T> > guard(*this);
m_vSeries.clear();
}
template<typename T>
const T* TimeSeries<T>::First() {
//strict_lock<TimeSeries<T> > guard(*this);
m_vIterator = m_vSeries.begin();
if ( m_vSeries.end() == m_vIterator ) {
return NULL;
}
else {
return &(*m_vIterator);
}
}
template<typename T>
const T* TimeSeries<T>::Next() {
//strict_lock<TimeSeries<T> > guard(*this);
if ( m_vSeries.end() == m_vIterator ) {
return NULL;
}
else {
m_vIterator++;
if ( m_vSeries.end() == m_vIterator ) {
return NULL;
}
else {
return &(*m_vIterator);
}
}
}
template<typename T>
const T* TimeSeries<T>::Last() {
//strict_lock<TimeSeries<T> > guard(*this);
m_vIterator = m_vSeries.end();
if ( 0 == m_vSeries.size() ) {
return NULL;
}
else {
--m_vIterator;
return &(*m_vIterator);
}
}
template<typename T>
typename TimeSeries<T>::const_reference TimeSeries<T>::Ago( size_type ix ) {
//strict_lock<TimeSeries<T> > guard(*this);
assert( ix < m_vSeries.size() );
typename vTimeSeries_t::const_reverse_iterator iter( m_vSeries.rbegin() );
iter += ix;
return *iter;
}
template<typename T>
typename TimeSeries<T>::const_reference TimeSeries<T>::operator []( size_type ix ) {
//strict_lock<TimeSeries<T> > guard(*this);
assert( ix < m_vSeries.size() );
return m_vSeries.at( ix );
}
template<typename T>
typename TimeSeries<T>::const_reference TimeSeries<T>::At( size_type ix ) {
//strict_lock<TimeSeries<T> > guard(*this);
assert( ix < m_vSeries.size() );
return m_vSeries.at( ix );
}
/*
template<typename T>
typename TimeSeries<T>::const_reference TimeSeries<T>::At( const dt_t& dt ) {
// assumes sorted vector
// assumes valid access, else undefined
// TODO: Check that this is correct
T key( dt );
std::pair<iterator, iterator> p;
p = equal_range( m_vSeries.begin(), m_vSeries.end(), key );
// if ( p.first != p.second ) {
// m_vIterator = p.first;
// }
// return &(*m_vIterator);
return *p.first;
}
*/
template<typename T>
typename TimeSeries<T>::const_iterator TimeSeries<T>::AtOrAfter( const dt_t &dt ) const {
// assumes sorted vector
// assumes valid access, else undefined
// TODO: Check that this is correct
T key( dt );
std::pair<const_iterator, const_iterator> p;
//strict_lock<TimeSeries<T> > guard(*this);
p = equal_range( m_vSeries.begin(), m_vSeries.end(), key );
// if ( p.first != p.second ) {
// m_vIterator = p.first;
// }
// return &(*m_vIterator);
return p.first;
}
template<typename T>
typename TimeSeries<T>::const_iterator TimeSeries<T>::After( const dt_t &dt ) const {
// assumes sorted vector
// assumes valid access, else undefined
// TODO: Check that this is correct
T key( dt );
std::pair<const_iterator, const_iterator> p;
//strict_lock<TimeSeries<T> > guard(*this);
p = equal_range( m_vSeries.begin(), m_vSeries.end(), key );
return p.second;
}
template<typename T>
void TimeSeries<T>::Sort() {
//strict_lock<TimeSeries<T> > guard(*this);
sort( m_vSeries.begin(), m_vSeries.end() ); // may not keep time series with identical keys in acquired order (may not be an issue, as external clock is written to be monotonically increasing)
}
template<typename T>
TimeSeries<T>* TimeSeries<T>::Subset( const dt_t &dt ) {
T datum( dt );
TimeSeries<T>* series = nullptr;
const_iterator iter;
//strict_lock<TimeSeries<T> > guard(*this);
iter = lower_bound( m_vSeries.begin(), m_vSeries.end(), datum );
if ( m_vSeries.end() != iter ) {
series = new TimeSeries<T>( (unsigned int) (m_vSeries.end() - iter) );
while ( m_vSeries.end() != iter ) {
series->Append( *iter );
++iter;
}
}
else {
series = new TimeSeries<T>();
}
return series;
}
template<typename T>
TimeSeries<T>* TimeSeries<T>::Subset( const dt_t &dt, unsigned int n ) { // n is max count
T datum( dt );
TimeSeries<T>* series = NULL;
const_iterator iter;
//strict_lock<TimeSeries<T> > guard(*this);
iter = lower_bound( m_vSeries.begin(), m_vSeries.end(), datum );
if ( m_vSeries.end() != iter ) {
unsigned int todo = std::min<unsigned int>( n, (unsigned int) ( m_vSeries.end() - iter ) );
series = new TimeSeries<T>( todo );
while ( 0 < todo ) {
series->Append( *iter );
++iter;
--todo;
}
}
else {
series = new TimeSeries<T>();
}
return series;
}
template<typename T>
H5::DataSpace* TimeSeries<T>::DefineDataSpace( H5::DataSpace* pSpace ) {
if ( NULL == pSpace ) pSpace = new H5::DataSpace( H5S_SIMPLE );
hsize_t curSize = m_vSeries.size();
hsize_t maxSize = H5S_UNLIMITED;
if ( 0 != curSize ) {
pSpace->setExtentSimple( 1, &curSize, &maxSize );
}
else {
//throw runtime_error( "TimeSeries<T>::DefineDataSpace series is empty" );
std::cout << "TimeSeries<T>::DefineDataSpace series is empty" << std::endl;
}
return pSpace;
}
// Bars
class Bars: public TimeSeries<Bar> {
public:
using datum_t = Bar ;
Bars() {};
Bars( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~Bars() {};
Bars* Subset( dt_t time ) { return (Bars*) TimeSeries<datum_t>::Subset( time ); }
Bars* Subset( dt_t time, unsigned int n ) { return (Bars*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/bars/"; }
protected:
private:
};
// Trades
class Trades: public TimeSeries<Trade> {
public:
using datum_t = Trade;
Trades() {};
Trades( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~Trades() {};
Trades* Subset( dt_t time ) { return (Trades*) TimeSeries<datum_t>::Subset( time ); }
Trades* Subset( dt_t time, unsigned int n ) { return (Trades*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/trades/"; }
protected:
private:
};
// Quotes
class Quotes: public TimeSeries<Quote> {
public:
using datum_t = Quote;
Quotes() {};
Quotes( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~Quotes() {};
Quotes* Subset( dt_t time ) { return (Quotes*) TimeSeries<datum_t>::Subset( time ); }
Quotes* Subset( dt_t time, unsigned int n ) { return (Quotes*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/quotes/"; }
protected:
private:
};
// DepthsByMM
class DepthsByMM: public TimeSeries<DepthByMM> {
public:
using datum_t = DepthByMM;
DepthsByMM() {};
DepthsByMM( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~DepthsByMM() {};
DepthsByMM* Subset( dt_t time ) { return (DepthsByMM*) TimeSeries<datum_t>::Subset( time ); }
DepthsByMM* Subset( dt_t time, unsigned int n ) { return (DepthsByMM*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/depths_mm/"; }
protected:
private:
};
// DepthsByOrder
class DepthsByOrder: public TimeSeries<DepthByOrder> {
public:
using datum_t = DepthByOrder;
DepthsByOrder() {};
DepthsByOrder( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~DepthsByOrder() {};
DepthsByOrder* Subset( dt_t time ) { return (DepthsByOrder*) TimeSeries<datum_t>::Subset( time ); }
DepthsByOrder* Subset( dt_t time, unsigned int n ) { return (DepthsByOrder*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/depths_o/"; }
protected:
private:
};
// Greeks
class Greeks: public TimeSeries<Greek> {
public:
using datum_t = Greek;
Greeks() {};
Greeks( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~Greeks() {};
Greeks* Subset( dt_t time ) { return (Greeks*) TimeSeries<datum_t>::Subset( time ); }
Greeks* Subset( dt_t time, unsigned int n ) { return (Greeks*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/greeks/"; }
protected:
private:
};
// Prices
// used for holding indicators, returns, ...
class Prices: public TimeSeries<Price> {
public:
using datum_t = Price ;
Prices() {};
Prices( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~Prices() {};
Prices* Subset( dt_t time ) { return (Prices*) TimeSeries<datum_t>::Subset( time ); }
Prices* Subset( dt_t time, unsigned int n ) { return (Prices*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/prices/"; }
protected:
private:
};
// PriceIVs
class PriceIVs: public TimeSeries<PriceIV> {
public:
using datum_t = PriceIV ;
PriceIVs() {};
PriceIVs( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~PriceIVs() {};
PriceIVs* Subset( dt_t time ) { return (PriceIVs*) TimeSeries<datum_t>::Subset( time ); }
PriceIVs* Subset( dt_t time, unsigned int n ) { return (PriceIVs*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/priceiv/"; }
protected:
private:
};
// PriceIVExpirys
class PriceIVExpirys: public TimeSeries<PriceIVExpiry> {
public:
using datum_t = PriceIVExpiry ;
PriceIVExpirys() {};
PriceIVExpirys( size_type size ): TimeSeries<datum_t>( size ) {};
virtual ~PriceIVExpirys() {};
PriceIVExpirys* Subset( dt_t time ) { return (PriceIVExpirys*) TimeSeries<datum_t>::Subset( time ); }
PriceIVExpirys* Subset( dt_t time, unsigned int n ) { return (PriceIVExpirys*) TimeSeries<datum_t>::Subset( time, n ); }
static std::string Directory() { return "/priceivexpiry/"; }
protected:
private:
};
} // namespace tf
} // namespace ou