Add 'xo-pyprocess/' from commit 'c4af12c625'
git-subtree-dir: xo-pyprocess git-subtree-mainline:7cc8af4b57git-subtree-split:c4af12c625
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182
xo-pyprocess/src/pyprocess/pyprocess.cpp
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182
xo-pyprocess/src/pyprocess/pyprocess.cpp
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/* @file pyprocess.cpp */
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// note: need pyprocess/ here bc pyprocess.hpp is generated, located in build directory
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#include "pyprocess.hpp"
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#include "xo/pywebutil/pywebutil.hpp"
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#include "xo/process/init_process.hpp"
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#include "xo/process/UpxToConsole.hpp"
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#include "xo/process/StochasticProcess.hpp"
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#include "xo/process/BrownianMotion.hpp"
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#include "xo/process/ExpProcess.hpp"
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#include "xo/process/RealizationSource.hpp"
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#include "xo/pyreactor/pyreactor.hpp"
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#include "xo/reactor/EventStore.hpp"
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#include "xo/reactor/PolyAdapterSink.hpp"
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#include "xo/randomgen/random_seed.hpp"
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#include "xo/randomgen/xoshiro256.hpp"
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#include <pybind11/pybind11.h>
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#include <pybind11/stl.h>
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#include <pybind11/chrono.h>
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/* xo::ref::intrusive_ptr<T> is an intrusively-reference-counted pointer.
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* always safe to create one from a T* p
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* (since refcount is directly accessible from p)
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*/
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PYBIND11_DECLARE_HOLDER_TYPE(T, xo::ref::intrusive_ptr<T>, true);
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namespace xo {
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using xo::reactor::AbstractSink;
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using xo::reactor::AbstractEventStore;
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using xo::reactor::StructEventStore;
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using xo::reactor::PolyAdapterSink;
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using xo::json::PrintJsonSingleton;
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using xo::time::utc_nanos;
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using xo::rng::Seed;
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using xo::rng::xoshiro256ss;
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namespace py = pybind11;
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namespace process {
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PYBIND11_MODULE(PYPROCESS_MODULE_NAME(), m) {
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/* ensure process/ will be initialized */
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InitSubsys<S_process_tag>::require();
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/* ..and immediately perform init steps */
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Subsystem::initialize_all();
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/* e.g. py wrapper for xo::reactor::ReactorSource */
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PYREACTOR_IMPORT_MODULE();
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/* e.g. py wrapper for xo::web::EndpointDescr */
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PYWEBUTIL_IMPORT_MODULE();
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m.doc() = "pybind11 plugin for xo.process";
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m.def("make_brownian_motion",
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[](utc_nanos start_tm,
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double annual_volatility) {
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Seed<xoshiro256ss> seed;
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return BrownianMotion<xoshiro256ss>::make(start_tm,
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annual_volatility,
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seed);
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},
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"create new BrownianMotion instance");
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m.def("make_exponential_brownian_motion",
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[](utc_nanos start_tm,
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double start_value,
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double annual_volatility) {
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Seed<xoshiro256ss> seed;
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return ExpProcess::make(start_value /*scale*/,
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BrownianMotion<xoshiro256ss>::make(start_tm,
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annual_volatility,
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seed));
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},
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py::arg("start_tm"), py::arg("start_value"), py::arg("annual_volatility"));
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py::class_<StochasticProcess<double>,
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xo::rp<StochasticProcess<double>>>(m, "StochasticProcess")
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.def_property_readonly("t0", &StochasticProcess<double>::t0)
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.def_property_readonly("t0_value", &StochasticProcess<double>::t0_value)
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.def("exterior_sample", &StochasticProcess<double>::exterior_sample)
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.def("__repr__", &StochasticProcess<double>::display_string);
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py::class_<BrownianMotion<xoshiro256ss>,
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StochasticProcess<double>,
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xo::rp<BrownianMotion<xoshiro256ss>>>(m, "BrownianMotion");
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//.def("exterior_sample", &BrownianMotion<xoshiro256ss>::exterior_sample)
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//.def("__repr__", &BrownianMotion<xoshiro256ss>::display_string);
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py::class_<ExpProcess, StochasticProcess<double>,
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xo::rp<ExpProcess>>(m, "ExpProcess")
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.def_property_readonly("exponent_process",
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[](ExpProcess & self) {
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return self.exponent_process().promote();
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});
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m.def("make_tracer",
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&RealizationTracer<double>::make);
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py::class_<RealizationTracer<double>,
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xo::rp<RealizationTracer<double>>>(m, "RealizationTracer");
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/* e.g.
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* import datetime as dt
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* t0=dt.datetime.now()
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* ebm=pyprocess.make_exponential_brownian_motion(t0, 0.5)
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* s=pyprocess.make_realization_source(ebm, dt.timedelta(seconds=1))
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*/
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m.def("make_realization_source",
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[](xo::rp<StochasticProcess<double>> p,
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xo::time::nanos sample_dt)
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{
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auto tracer = RealizationTracer<double>::make(p);
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return RealizationSource<UpxEvent, double>::make(tracer,
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sample_dt);
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});
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/* note: providing __repr__ changes printing behavior,
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* but uses default printer for inherited std::pair<..>
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*/
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py::class_<UpxEvent>(m, "UpxEvent")
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.def_property_readonly("tm", &UpxEvent::tm)
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.def_property_readonly("upx", &UpxEvent::upx)
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.def("__repr__", &UpxEvent::display_string);
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py::class_<RealizationSource<UpxEvent, double>,
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reactor::ReactorSource,
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xo::rp<RealizationSource<UpxEvent, double>>>(m, "RealizationSource")
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.def_property_readonly("current_ev", &RealizationSource<UpxEvent, double>::current_ev);
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py::class_<UpxToConsole,
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AbstractSink,
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rp<UpxToConsole>>
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(m, "UpxToConsole");
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using UpxEventStore = StructEventStore<UpxEvent>;
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/* see also: KalmanFilterStateEventStore in [pyfilter/pyfilter.cpp]
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*/
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py::class_<UpxEventStore,
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AbstractSink,
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AbstractEventStore,
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rp<UpxEventStore>>
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(m, "UpxEventStore")
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.def_static("make", &UpxEventStore::make)
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.def_property_readonly("empty", &UpxEventStore::empty)
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.def_property_readonly("size", &UpxEventStore::size)
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.def("last_n", &UpxEventStore::last_n, py::arg("n"))
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.def("last_dt", &UpxEventStore::last_dt, py::arg("dt"));
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//.def("__repr__", &UpxEventStore::display_string);
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/* temporary -- to reveal compiler errors */
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using UpxAdapterSink = PolyAdapterSink<UpxEvent>;
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py::class_<UpxAdapterSink,
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AbstractSink,
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rp<UpxAdapterSink>>(m, "UpxAdapterSink")
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.def_static("make", &UpxAdapterSink::make);
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/* prints
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* std::pair<utc_nanos, double>
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* pairs
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*/
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m.def("make_realization_printer", &UpxToConsole::make);
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#ifdef OBSOLETE
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/* this implementation fails -- looks like .so libraries
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* have separate typeinfo for std::pair<utc_nanos, double>
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* and don't find each other.
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*/
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m.def("make_realization_printer2",
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[]
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{
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return reactor::TemporaryTest::realization_printer();
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});
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#endif
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} /*pyprocess*/
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} /*namespace process*/
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} /*namespace xo*/
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/* end pyprocess.cpp */
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