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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) 2021 Intel Corporation
#include <algorithm>
#include <sstream>
#include "streaming/onevpl/engine/decode/decode_engine_legacy.hpp"
#include "streaming/onevpl/engine/transcode/transcode_engine_legacy.hpp"
#include "streaming/onevpl/accelerators/accel_policy_dx11.hpp"
#include "streaming/onevpl/accelerators/accel_policy_cpu.hpp"
#include "streaming/onevpl/accelerators/accel_policy_va_api.hpp"
#include "streaming/onevpl/utils.hpp"
#include "streaming/onevpl/cfg_params_parser.hpp"
#include "streaming/onevpl/data_provider_defines.hpp"
#include "streaming/onevpl/source_priv.hpp"
#include "logger.hpp"
#ifndef HAVE_ONEVPL
namespace cv {
namespace gapi {
namespace wip {
namespace onevpl {
bool GSource::Priv::pull(cv::gapi::wip::Data&) {
return true;
}
GMetaArg GSource::Priv::descr_of() const {
return {};
}
} // namespace onevpl
} // namespace wip
} // namespace gapi
} // namespace cv
#else // HAVE_ONEVPL
// TODO global variable move it into Source after CloneSession issue resolving
mfxLoader mfx_handle = MFXLoad();
int impl_number = 0;
namespace cv {
namespace gapi {
namespace wip {
namespace onevpl {
enum {
VPL_NEW_API_MAJOR_VERSION = 2,
VPL_NEW_API_MINOR_VERSION = 2
};
GSource::Priv::Priv() :
// mfx_handle(MFXLoad()),
mfx_impl_description(),
mfx_handle_configs(),
cfg_params(),
mfx_session(),
description(),
description_is_valid(false),
engine(),
consumed_frames_count()
{
GAPI_LOG_INFO(nullptr, "Initialized MFX handle: " << mfx_handle);
}
GSource::Priv::Priv(std::shared_ptr<IDataProvider> provider,
const std::vector<CfgParam>& params,
std::shared_ptr<IDeviceSelector> device_selector) :
GSource::Priv()
{
// Enable Config
if (params.empty())
{
GAPI_LOG_INFO(nullptr, "No special cfg params requested - use default");
this->cfg_params = getDefaultCfgParams();
}
else
{
this->cfg_params = params;
}
GAPI_LOG_DEBUG(nullptr, "Requested cfg params count: " << cfg_params.size());
this->mfx_handle_configs.resize(cfg_params.size());
// Build VPL handle config from major input params
// VPL dispatcher then uses this config handle to look up for all existing VPL impl
// satisfying major input params and available in the system
GAPI_LOG_INFO(nullptr, "Creating VPL config from input params");
auto cfg_param_it = cfg_params.begin();
for (mfxConfig& cfg_inst : mfx_handle_configs) {
cfg_inst = MFXCreateConfig(mfx_handle);
GAPI_Assert(cfg_inst && "MFXCreateConfig failed");
if (!cfg_param_it->is_major()) {
GAPI_LOG_DEBUG(nullptr, "Skip not major param: " << cfg_param_it->to_string());
++cfg_param_it;
continue;
}
GAPI_LOG_DEBUG(nullptr, "Apply major param: " << cfg_param_it->to_string());
mfxVariant mfx_param = cfg_param_to_mfx_variant(*cfg_param_it);
mfxStatus sts = MFXSetConfigFilterProperty(cfg_inst,
(mfxU8 *)cfg_param_it->get_name().c_str(),
mfx_param);
if (sts != MFX_ERR_NONE )
{
GAPI_LOG_WARNING(nullptr, "MFXSetConfigFilterProperty failed, error: " <<
mfxstatus_to_string(sts) <<
" - for \"" << cfg_param_it->get_name() << "\"");
GAPI_Error("MFXSetConfigFilterProperty failed");
}
mfx_param.Type = MFX_VARIANT_TYPE_U32;
mfx_param.Data.U32 = MFX_EXTBUFF_VPP_SCALING;
sts = MFXSetConfigFilterProperty(cfg_inst,
(mfxU8 *)"mfxImplDescription.mfxVPPDescription.filter.FilterFourCC",
mfx_param);
if (sts != MFX_ERR_NONE )
{
GAPI_LOG_WARNING(nullptr, "MFXSetConfigFilterProperty failed, error: " <<
mfxstatus_to_string(sts) <<
" - for \"mfxImplDescription.mfxVPPDescription.filter.FilterFourCC\"");
GAPI_Error("MFXSetConfigFilterProperty failed");
}
++cfg_param_it;
}
// collect optional-preferred input parameters from input params
// which may (optionally) or may not be used to choose the most preferable
// VPL implementation (for example, specific API version or Debug/Release VPL build)
std::vector<CfgParam> preferred_params;
std::copy_if(cfg_params.begin(), cfg_params.end(), std::back_inserter(preferred_params),
[] (const CfgParam& param) { return !param.is_major(); });
std::sort(preferred_params.begin(), preferred_params.end());
GAPI_LOG_DEBUG(nullptr, "Find MFX better implementation from handle: " << mfx_handle <<
" is satisfying preferable params count: " << preferred_params.size());
int i = 0;
mfxImplDescription *idesc = nullptr;
std::vector<mfxImplDescription*> available_impl_descriptions;
std::map<size_t/*matches count*/, int /*impl index*/> matches_count;
while (MFX_ERR_NONE == MFXEnumImplementations(mfx_handle,
i,
MFX_IMPLCAPS_IMPLDESCSTRUCTURE,
reinterpret_cast<mfxHDL *>(&idesc))) {
available_impl_descriptions.push_back(idesc);
std::stringstream ss;
mfxHDL hImplPath = nullptr;
if (MFX_ERR_NONE == MFXEnumImplementations(mfx_handle, i, MFX_IMPLCAPS_IMPLPATH, &hImplPath)) {
if (hImplPath) {
ss << "Implementation path: " << reinterpret_cast<mfxChar *>(hImplPath) << std::endl;
MFXDispReleaseImplDescription(mfx_handle, hImplPath);
}
}
ss << *idesc << std::endl;
GAPI_LOG_INFO(nullptr, "Implementation index: " << i << "\n" << ss.str());
// Only one VPL implementation is required for GSource here.
// Let's find intersection params from available impl with preferable input params
// to find best match.
// An available VPL implementation with max matching count
std::vector<CfgParam> impl_params = get_params_from_string<CfgParam>(ss.str());
std::sort(impl_params.begin(), impl_params.end());
GAPI_LOG_DEBUG(nullptr, "Find implementation cfg params count: " << impl_params.size());
std::vector<CfgParam> matched_params;
std::set_intersection(impl_params.begin(), impl_params.end(),
preferred_params.begin(), preferred_params.end(),
std::back_inserter(matched_params));
if (preferred_params.empty()) {
// in case of no input preferrance we consider all params are matched
// for the first available VPL implementation. It will be a chosen one
matches_count.emplace(impl_params.size(), i++);
GAPI_LOG_DEBUG(nullptr, "No preferable params, use the first one implementation");
break;
} else {
GAPI_LOG_DEBUG(nullptr, "Equal param intersection count: " << matched_params.size());
matches_count.emplace(matches_count.size(), i++);
}
}
// Extract the most suitable VPL implementation by max score
auto max_match_it = matches_count.rbegin();
if (max_match_it == matches_count.rend()) {
std::stringstream ss;
for (const auto &p : cfg_params) {
ss << p.to_string() << std::endl;
}
GAPI_LOG_WARNING(nullptr, "No one suitable MFX implementation is found, requested params:\n" << ss.str());
throw std::runtime_error("Cannot find any suitable MFX implementation for requested configuration");
}
// TODO impl_number is global for now
impl_number = max_match_it->second;
GAPI_LOG_INFO(nullptr, "Chosen implementation index: " << impl_number);
// release unusable impl available_impl_descriptions
std::swap(mfx_impl_description, available_impl_descriptions[impl_number]);
for (mfxImplDescription* unusable_impl_descr : available_impl_descriptions) {
if (unusable_impl_descr) {
MFXDispReleaseImplDescription(mfx_handle, unusable_impl_descr);
}
}
available_impl_descriptions.clear();
// create session for implementation
mfxStatus sts = MFXCreateSession(mfx_handle, impl_number, &mfx_session);
if (MFX_ERR_NONE != sts) {
GAPI_LOG_WARNING(nullptr, "Cannot create MFX Session for implementation index:" <<
std::to_string(impl_number) <<
", error: " << mfxstatus_to_string(sts));
}
GAPI_LOG_INFO(nullptr, "Initialized MFX session: " << mfx_session);
// create session driving engine if required
if (!engine) {
std::unique_ptr<VPLAccelerationPolicy> acceleration = initializeHWAccel(device_selector);
// TODO Add factory static method in ProcessingEngineBase
if (mfx_impl_description->ApiVersion.Major >= VPL_NEW_API_MAJOR_VERSION) {
GAPI_LOG_WARNING(NULL,
"GSource mfx_impl_description->ApiVersion.Major >= VPL_NEW_API_MAJOR_VERSION"
" - is not implemented. Rollback to MFX implementation");
}
const auto& transcode_params = VPLLegacyTranscodeEngine::get_vpp_params(preferred_params);
if (!transcode_params.empty()) {
engine.reset(new VPLLegacyTranscodeEngine(std::move(acceleration)));
} else {
engine.reset(new VPLLegacyDecodeEngine(std::move(acceleration)));
}
}
// create engine session for processing mfx session pipeline
auto engine_session_ptr = engine->initialize_session(mfx_session, cfg_params,
provider);
const mfxFrameInfo& video_param = engine_session_ptr->get_video_param();
// set valid description
description.size = cv::Size {
video_param.Width,
video_param.Height};
switch(video_param.FourCC) {
case MFX_FOURCC_I420:
throw std::runtime_error("Cannot parse GMetaArg description: MediaFrame doesn't support I420 type");
case MFX_FOURCC_NV12:
description.fmt = cv::MediaFormat::NV12;
break;
default:
throw std::runtime_error("Cannot parse GMetaArg description: MediaFrame unknown 'fmt' type: " +
std::to_string(video_param.FourCC));
}
description_is_valid = true;
//prepare session for processing
engine->process(mfx_session);
}
GSource::Priv::~Priv() {
engine.reset();
GAPI_LOG_INFO(nullptr, "consumed frames count: " << consumed_frames_count);
GAPI_LOG_INFO(nullptr, "Unload MFX implementation description: " << mfx_impl_description);
MFXDispReleaseImplDescription(mfx_handle, mfx_impl_description);
GAPI_LOG_INFO(nullptr, "Unload MFX handle: " << mfx_handle);
//MFXUnload(mfx_handle);
}
std::unique_ptr<VPLAccelerationPolicy> GSource::Priv::initializeHWAccel(std::shared_ptr<IDeviceSelector> selector)
{
std::unique_ptr<VPLAccelerationPolicy> ret;
auto accel_mode_it = std::find_if(cfg_params.begin(), cfg_params.end(), [] (const CfgParam& value) {
return value.get_name() == CfgParam::acceleration_mode_name();
});
if (accel_mode_it == cfg_params.end())
{
GAPI_LOG_DEBUG(nullptr, "No HW Accel requested. Use CPU");
ret.reset(new VPLCPUAccelerationPolicy(selector));
return ret;
}
GAPI_LOG_DEBUG(nullptr, "Add HW acceleration support");
mfxVariant accel_mode = cfg_param_to_mfx_variant(*accel_mode_it);
switch(accel_mode.Data.U32) {
case MFX_ACCEL_MODE_VIA_D3D11:
{
std::unique_ptr<VPLDX11AccelerationPolicy> cand(new VPLDX11AccelerationPolicy(selector));
ret = std::move(cand);
break;
}
case MFX_ACCEL_MODE_VIA_VAAPI:
{
std::unique_ptr<VPLVAAPIAccelerationPolicy> cand(new VPLVAAPIAccelerationPolicy(selector));
ret = std::move(cand);
break;
}
case MFX_ACCEL_MODE_NA:
{
std::unique_ptr<VPLCPUAccelerationPolicy> cand(new VPLCPUAccelerationPolicy(selector));
ret = std::move(cand);
break;
}
default:
{
GAPI_LOG_WARNING(nullptr, "Cannot initialize HW Accel: "
"invalid accelerator type: " <<
std::to_string(accel_mode.Data.U32));
GAPI_Error("Cannot initialize HW Accel");
}
}
return ret;
}
const std::vector<CfgParam>& GSource::Priv::getDefaultCfgParams()
{
#ifdef __WIN32__
static const std::vector<CfgParam> def_params =
get_params_from_string<CfgParam>(
"mfxImplDescription.Impl: MFX_IMPL_TYPE_HARDWARE\n"
"mfxImplDescription.AccelerationMode: MFX_ACCEL_MODE_VIA_D3D11\n");
#else
static const std::vector<CfgParam> def_params =
get_params_from_string<CfgParam>(
"mfxImplDescription.Impl: MFX_IMPL_TYPE_HARDWARE\n");
#endif
return def_params;
}
const std::vector<CfgParam>& GSource::Priv::getCfgParams() const
{
return cfg_params;
}
bool GSource::Priv::pull(cv::gapi::wip::Data& data)
{
ProcessingEngineBase::ExecutionStatus status = ProcessingEngineBase::ExecutionStatus::Continue;
while (0 == engine->get_ready_frames_count() &&
status == ProcessingEngineBase::ExecutionStatus::Continue) {
status = engine->process(mfx_session);
}
if (engine->get_ready_frames_count()) {
engine->get_frame(data);
consumed_frames_count++;
return true;
} else {
return false;
}
}
GMetaArg GSource::Priv::descr_of() const
{
GAPI_Assert(description_is_valid);
GMetaArg arg(description);
return arg;
}
} // namespace onevpl
} // namespace wip
} // namespace gapi
} // namespace cv
#endif // HAVE_ONEVPL