openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#include "tools/cabana/streams/abstractstream.h"
#include <algorithm>
#include <utility>
#include "common/timing.h"
#include "tools/cabana/settings.h"
static const int EVENT_NEXT_BUFFER_SIZE = 6 * 1024 * 1024; // 6MB
AbstractStream *can = nullptr;
StreamNotifier *StreamNotifier::instance() {
static StreamNotifier notifier;
return &notifier;
}
AbstractStream::AbstractStream(QObject *parent) : QObject(parent) {
assert(parent != nullptr);
event_buffer_ = std::make_unique<MonotonicBuffer>(EVENT_NEXT_BUFFER_SIZE);
QObject::connect(this, &AbstractStream::privateUpdateLastMsgsSignal, this, &AbstractStream::updateLastMessages, Qt::QueuedConnection);
QObject::connect(this, &AbstractStream::seekedTo, this, &AbstractStream::updateLastMsgsTo);
QObject::connect(dbc(), &DBCManager::DBCFileChanged, this, &AbstractStream::updateMasks);
QObject::connect(dbc(), &DBCManager::maskUpdated, this, &AbstractStream::updateMasks);
QObject::connect(this, &AbstractStream::streamStarted, [this]() {
emit StreamNotifier::instance()->changingStream();
delete can;
can = this;
emit StreamNotifier::instance()->streamStarted();
});
}
void AbstractStream::updateMasks() {
std::lock_guard lk(mutex_);
masks_.clear();
if (!settings.suppress_defined_signals)
return;
for (const auto s : sources) {
for (const auto &[address, m] : dbc()->getMessages(s)) {
masks_[{.source = (uint8_t)s, .address = address}] = m.mask;
}
}
// clear bit change counts
for (auto &[id, m] : messages_) {
auto &mask = masks_[id];
const int size = std::min(mask.size(), m.last_changes.size());
for (int i = 0; i < size; ++i) {
for (int j = 0; j < 8; ++j) {
if (((mask[i] >> (7 - j)) & 1) != 0) m.last_changes[i].bit_change_counts[j] = 0;
}
}
}
}
void AbstractStream::suppressDefinedSignals(bool suppress) {
settings.suppress_defined_signals = suppress;
updateMasks();
}
size_t AbstractStream::suppressHighlighted() {
std::lock_guard lk(mutex_);
size_t cnt = 0;
const double cur_ts = currentSec();
for (auto &[_, m] : messages_) {
for (auto &last_change : m.last_changes) {
const double dt = cur_ts - last_change.ts;
if (dt < 2.0) {
last_change.suppressed = true;
}
// clear bit change counts
last_change.bit_change_counts.fill(0);
cnt += last_change.suppressed;
}
}
return cnt;
}
void AbstractStream::clearSuppressed() {
std::lock_guard lk(mutex_);
for (auto &[_, m] : messages_) {
std::for_each(m.last_changes.begin(), m.last_changes.end(), [](auto &c) { c.suppressed = false; });
}
}
void AbstractStream::updateLastMessages() {
auto prev_src_size = sources.size();
auto prev_msg_size = last_msgs.size();
std::set<MessageId> msgs;
{
std::lock_guard lk(mutex_);
for (const auto &id : new_msgs_) {
const auto &can_data = messages_[id];
current_sec_ = std::max(current_sec_, can_data.ts);
last_msgs[id] = can_data;
sources.insert(id.source);
}
msgs = std::move(new_msgs_);
}
if (sources.size() != prev_src_size) {
updateMasks();
emit sourcesUpdated(sources);
}
emit msgsReceived(&msgs, prev_msg_size != last_msgs.size());
}
void AbstractStream::updateEvent(const MessageId &id, double sec, const uint8_t *data, uint8_t size) {
std::lock_guard lk(mutex_);
messages_[id].compute(id, data, size, sec, getSpeed(), masks_[id]);
new_msgs_.insert(id);
}
const std::vector<const CanEvent *> &AbstractStream::events(const MessageId &id) const {
static std::vector<const CanEvent *> empty_events;
auto it = events_.find(id);
return it != events_.end() ? it->second : empty_events;
}
const CanData &AbstractStream::lastMessage(const MessageId &id) {
static CanData empty_data = {};
auto it = last_msgs.find(id);
return it != last_msgs.end() ? it->second : empty_data;
}
// it is thread safe to update data in updateLastMsgsTo.
// updateLastMsgsTo is always called in UI thread.
void AbstractStream::updateLastMsgsTo(double sec) {
new_msgs_.clear();
messages_.clear();
current_sec_ = sec;
uint64_t last_ts = (sec + routeStartTime()) * 1e9;
for (const auto &[id, ev] : events_) {
auto it = std::upper_bound(ev.begin(), ev.end(), last_ts, CompareCanEvent());
if (it != ev.begin()) {
auto prev = std::prev(it);
double ts = (*prev)->mono_time / 1e9 - routeStartTime();
auto &m = messages_[id];
m.compute(id, (*prev)->dat, (*prev)->size, ts, getSpeed(), {});
m.count = std::distance(ev.begin(), prev) + 1;
}
}
bool id_changed = messages_.size() != last_msgs.size() ||
std::any_of(messages_.cbegin(), messages_.cend(),
[this](const auto &m) { return !last_msgs.count(m.first); });
last_msgs = messages_;
emit msgsReceived(nullptr, id_changed);
}
const CanEvent *AbstractStream::newEvent(uint64_t mono_time, const cereal::CanData::Reader &c) {
auto dat = c.getDat();
CanEvent *e = (CanEvent *)event_buffer_->allocate(sizeof(CanEvent) + sizeof(uint8_t) * dat.size());
e->src = c.getSrc();
e->address = c.getAddress();
e->mono_time = mono_time;
e->size = dat.size();
memcpy(e->dat, (uint8_t *)dat.begin(), e->size);
return e;
}
void AbstractStream::mergeEvents(const std::vector<const CanEvent *> &events) {
static MessageEventsMap msg_events;
std::for_each(msg_events.begin(), msg_events.end(), [](auto &e) { e.second.clear(); });
for (auto e : events) {
msg_events[{.source = e->src, .address = e->address}].push_back(e);
}
if (!events.empty()) {
for (const auto &[id, new_e] : msg_events) {
if (!new_e.empty()) {
auto &e = events_[id];
auto pos = std::upper_bound(e.cbegin(), e.cend(), new_e.front()->mono_time, CompareCanEvent());
e.insert(pos, new_e.cbegin(), new_e.cend());
}
}
auto pos = std::upper_bound(all_events_.cbegin(), all_events_.cend(), events.front()->mono_time, CompareCanEvent());
all_events_.insert(pos, events.cbegin(), events.cend());
emit eventsMerged(msg_events);
}
lastest_event_ts = all_events_.empty() ? 0 : all_events_.back()->mono_time;
}
// CanData
namespace {
enum Color { GREYISH_BLUE, CYAN, RED};
QColor getColor(int c) {
constexpr int start_alpha = 128;
static const QColor colors[] = {
[GREYISH_BLUE] = QColor(102, 86, 169, start_alpha / 2),
[CYAN] = QColor(0, 187, 255, start_alpha),
[RED] = QColor(255, 0, 0, start_alpha),
};
return settings.theme == LIGHT_THEME ? colors[c] : colors[c].lighter(135);
}
inline QColor blend(const QColor &a, const QColor &b) {
return QColor((a.red() + b.red()) / 2, (a.green() + b.green()) / 2, (a.blue() + b.blue()) / 2, (a.alpha() + b.alpha()) / 2);
}
// Calculate the frequency of the past minute.
double calc_freq(const MessageId &msg_id, double current_sec) {
const auto &events = can->events(msg_id);
uint64_t cur_mono_time = (can->routeStartTime() + current_sec) * 1e9;
uint64_t first_mono_time = std::max<int64_t>(0, cur_mono_time - 59 * 1e9);
auto first = std::lower_bound(events.begin(), events.end(), first_mono_time, CompareCanEvent());
auto second = std::lower_bound(first, events.end(), cur_mono_time, CompareCanEvent());
if (first != events.end() && second != events.end()) {
double duration = ((*second)->mono_time - (*first)->mono_time) / 1e9;
uint32_t count = std::distance(first, second);
return count / std::max(1.0, duration);
}
return 0;
}
} // namespace
void CanData::compute(const MessageId &msg_id, const uint8_t *can_data, const int size, double current_sec,
double playback_speed, const std::vector<uint8_t> &mask, double in_freq) {
ts = current_sec;
++count;
if (auto sec = seconds_since_boot(); (sec - last_freq_update_ts) >= 1) {
last_freq_update_ts = sec;
freq = !in_freq ? calc_freq(msg_id, ts) : in_freq;
}
if (dat.size() != size) {
dat.resize(size);
colors.assign(size, QColor(0, 0, 0, 0));
last_changes.resize(size);
std::for_each(last_changes.begin(), last_changes.end(), [current_sec](auto &c) { c.ts = current_sec; });
} else {
constexpr int periodic_threshold = 10;
constexpr float fade_time = 2.0;
const float alpha_delta = 1.0 / (freq + 1) / (fade_time * playback_speed);
for (int i = 0; i < size; ++i) {
auto &last_change = last_changes[i];
uint8_t mask_byte = last_change.suppressed ? 0x00 : 0xFF;
if (i < mask.size()) mask_byte &= ~(mask[i]);
const uint8_t last = dat[i] & mask_byte;
const uint8_t cur = can_data[i] & mask_byte;
if (last != cur) {
const int delta = cur - last;
// Keep track if signal is changing randomly, or mostly moving in the same direction
if (std::signbit(delta) == std::signbit(last_change.delta)) {
last_change.same_delta_counter = std::min(16, last_change.same_delta_counter + 1);
} else {
last_change.same_delta_counter = std::max(0, last_change.same_delta_counter - 4);
}
const double delta_t = ts - last_change.ts;
// Mostly moves in the same direction, color based on delta up/down
if (delta_t * freq > periodic_threshold || last_change.same_delta_counter > 8) {
// Last change was while ago, choose color based on delta up or down
colors[i] = getColor(cur > last ? CYAN : RED);
} else {
// Periodic changes
colors[i] = blend(colors[i], getColor(GREYISH_BLUE));
}
// Track bit level changes
const uint8_t tmp = (cur ^ last);
for (int bit = 0; bit < 8; bit++) {
if (tmp & (1 << (7 - bit))) {
last_change.bit_change_counts[bit] += 1;
}
}
last_change.ts = ts;
last_change.delta = delta;
} else {
// Fade out
colors[i].setAlphaF(std::max(0.0, colors[i].alphaF() - alpha_delta));
}
}
}
memcpy(dat.data(), can_data, size);
}