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ffmpeg (v6.0/v7.x), gensim, numpy, opencv
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// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
//
// Copyright (C) 2019-2020 Intel Corporation
#ifndef OPENCV_GAPI_GSTREAMING_EXECUTOR_HPP
#define OPENCV_GAPI_GSTREAMING_EXECUTOR_HPP
#ifdef _MSC_VER
#pragma warning(disable: 4503) // "decorated name length exceeded"
// on concurrent_bounded_queue
#endif
#include <thread> // thread
#include <vector>
#include <unordered_map>
#if defined(HAVE_TBB)
# include <tbb/concurrent_queue.h> // FIXME: drop it from here!
template<typename T> using QueueClass = tbb::concurrent_bounded_queue<T>;
#else
# include "executor/conc_queue.hpp"
template<typename T> using QueueClass = cv::gapi::own::concurrent_bounded_queue<T>;
#endif // TBB
#include "executor/last_value.hpp"
#include "executor/gabstractstreamingexecutor.hpp"
namespace cv {
namespace gimpl {
namespace stream {
struct Start {};
struct Stop {
enum class Kind {
HARD, // a hard-stop: end-of-pipeline reached or stop() called
CNST, // a soft-stop emitted for/by constant sources (see QueueReader)
} kind = Kind::HARD;
cv::GRunArg cdata; // const data for CNST stop
};
struct Result {
cv::GRunArgs args; // Full results vector
std::vector<bool> flags; // Availability flags (in case of desync)
};
using Cmd = cv::util::variant
< cv::util::monostate
, Start // Tells emitters to start working. Not broadcasted to workers.
, Stop // Tells emitters to stop working. Broadcasted to workers.
, cv::GRunArg // Workers data payload to process.
, Result // Pipeline's data for gout()
, cv::gimpl::Exception // Exception which is thrown while execution.
>;
// Interface over a queue. The underlying queue implementation may be
// different. This class is mainly introduced to bring some
// abstraction over the real queues (bounded in-order) and a
// desynchronized data slots (see required to implement
// cv::gapi::desync)
class Q {
public:
virtual void push(const Cmd &cmd) = 0;
virtual void pop(Cmd &cmd) = 0;
virtual bool try_pop(Cmd &cmd) = 0;
virtual void clear() = 0;
virtual ~Q() = default;
};
// A regular queue implementation
class SyncQueue final: public Q {
QueueClass<Cmd> m_q; // FIXME: OWN or WRAP??
public:
virtual void push(const Cmd &cmd) override { m_q.push(cmd); }
virtual void pop(Cmd &cmd) override { m_q.pop(cmd); }
virtual bool try_pop(Cmd &cmd) override { return m_q.try_pop(cmd); }
virtual void clear() override { m_q.clear(); }
void set_capacity(std::size_t c) { m_q.set_capacity(c);}
};
// Desynchronized "queue" implementation
// Every push overwrites value which is not yet popped
// This container can hold 0 or 1 element
// Special handling for Stop is implemented (FIXME: not really)
class DesyncQueue final: public Q {
cv::gapi::own::last_written_value<Cmd> m_v;
public:
virtual void push(const Cmd &cmd) override { m_v.push(cmd); }
virtual void pop(Cmd &cmd) override { m_v.pop(cmd); }
virtual bool try_pop(Cmd &cmd) override { return m_v.try_pop(cmd); }
virtual void clear() override { m_v.clear(); }
};
} // namespace stream
// FIXME: Currently all GExecutor comments apply also
// to this one. Please document it separately in the future.
class GStreamingExecutor final: public GAbstractStreamingExecutor
{
protected:
// GStreamingExecutor is a state machine described as follows
//
// setSource() called
// STOPPED: - - - - - - - - - ->READY:
// -------- ------
// Initial state Input data specified
// No threads running Threads are created and IDLE
// ^ (Currently our emitter threads
// : are bounded to input data)
// : stop() called No processing happending
// : OR :
// : end-of-stream reached : start() called
// : during pull()/try_pull() V
// : RUNNING:
// : --------
// : Actual pipeline execution
// - - - - - - - - - - - - - - Threads are running
//
enum class State {
STOPPED,
READY,
RUNNING,
} state = State::STOPPED;
cv::GMetaArgs m_last_metas;
util::optional<bool> m_reshapable;
// FIXME: Naive executor details are here for now
// but then it should be moved to another place
struct OpDesc
{
std::vector<RcDesc> in_objects;
std::vector<RcDesc> out_objects;
cv::GMetaArgs out_metas;
ade::NodeHandle nh;
cv::GRunArgs in_constants;
std::shared_ptr<GIslandExecutable> isl_exec;
};
std::vector<OpDesc> m_ops;
struct DataDesc
{
ade::NodeHandle slot_nh;
ade::NodeHandle data_nh;
};
std::vector<DataDesc> m_slots;
cv::GRunArgs m_const_vals;
// Order in these vectors follows the GComputaion's protocol
std::vector<ade::NodeHandle> m_emitters;
std::vector<ade::NodeHandle> m_sinks;
class Synchronizer;
std::unique_ptr<Synchronizer> m_sync;
std::vector<std::thread> m_threads;
std::vector<stream::SyncQueue> m_emitter_queues;
// a view over m_emitter_queues
std::vector<stream::SyncQueue*> m_const_emitter_queues;
std::vector<stream::Q*> m_sink_queues;
// desync path tags for outputs. -1 means that output
// doesn't belong to a desync path
std::vector<int> m_sink_sync;
std::unordered_set<stream::Q*> m_internal_queues;
stream::SyncQueue m_out_queue;
// Describes mapping from desync paths to collector threads
struct CollectorThreadInfo {
std::vector<stream::Q*> queues;
std::vector<int> mapping;
};
std::unordered_map<int, CollectorThreadInfo> m_collector_map;
void wait_shutdown();
cv::GTypesInfo out_info;
public:
explicit GStreamingExecutor(std::unique_ptr<ade::Graph> &&g_model,
const cv::GCompileArgs &comp_args);
~GStreamingExecutor();
void setSource(GRunArgs &&args) override;
void start() override;
bool pull(cv::GRunArgsP &&outs) override;
bool pull(cv::GOptRunArgsP &&outs) override;
PyPullResult pull() override;
bool try_pull(cv::GRunArgsP &&outs) override;
void stop() override;
bool running() const override;
};
} // namespace gimpl
} // namespace cv
#endif // OPENCV_GAPI_GSTREAMING_EXECUTOR_HPP