From ab2497c20116399e963748adf0ed2bf691d42cbf Mon Sep 17 00:00:00 2001 From: Leonardo Sobral Cunha Date: Mon, 22 Feb 2010 18:51:40 +1000 Subject: Add QEasingCurve as builtin metatype This is needed for qml, in order to be able to use easing as a valuetype. Task-number: QTBUG-8235 Reviewed-by: thierry Reviewed-by: janarve --- src/corelib/kernel/qmetatype.cpp | 26 ++++++ src/corelib/kernel/qmetatype.h | 8 +- src/corelib/kernel/qvariant.cpp | 55 ++++++++++++- src/corelib/kernel/qvariant.h | 12 ++- src/corelib/tools/qeasingcurve.cpp | 69 +++++++++++++++- src/corelib/tools/qeasingcurve.h | 11 +++ tests/auto/qeasingcurve/tst_qeasingcurve.cpp | 115 +++++++++++++++++++++++++++ 7 files changed, 285 insertions(+), 11 deletions(-) diff --git a/src/corelib/kernel/qmetatype.cpp b/src/corelib/kernel/qmetatype.cpp index 870baab..9e187d4 100644 --- a/src/corelib/kernel/qmetatype.cpp +++ b/src/corelib/kernel/qmetatype.cpp @@ -48,6 +48,7 @@ #include "qstringlist.h" #include "qvector.h" #include "qlocale.h" +#include "qeasingcurve.h" #ifdef QT_BOOTSTRAPPED # ifndef QT_NO_GEOM_VARIANT @@ -176,6 +177,7 @@ QT_BEGIN_NAMESPACE \value QVector3D QVector3D \value QVector4D QVector4D \value QQuaternion QQuaternion + \value QEasingCurve QEasingCurve \value User Base value for user types @@ -256,6 +258,7 @@ static const struct { const char * typeName; int type; } types[] = { {"QPointF", QMetaType::QPointF}, {"QRegExp", QMetaType::QRegExp}, {"QVariantHash", QMetaType::QVariantHash}, + {"QEasingCurve", QMetaType::QEasingCurve}, /* All GUI types */ {"QColorGroup", 63}, @@ -666,6 +669,11 @@ bool QMetaType::save(QDataStream &stream, int type, const void *data) stream << *static_cast(data); break; #endif +#ifndef QT_BOOTSTRAPPED + case QMetaType::QEasingCurve: + stream << *static_cast(data); + break; +#endif #ifdef QT3_SUPPORT case QMetaType::QColorGroup: #endif @@ -863,6 +871,11 @@ bool QMetaType::load(QDataStream &stream, int type, void *data) stream >> *static_cast< NS(QRegExp)*>(data); break; #endif +#ifndef QT_BOOTSTRAPPED + case QMetaType::QEasingCurve: + stream >> *static_cast< NS(QEasingCurve)*>(data); + break; +#endif #ifdef QT3_SUPPORT case QMetaType::QColorGroup: #endif @@ -1007,6 +1020,10 @@ void *QMetaType::construct(int type, const void *copy) case QMetaType::QRegExp: return new NS(QRegExp)(*static_cast(copy)); #endif +#ifndef QT_BOOTSTRAPPED + case QMetaType::QEasingCurve: + return new NS(QEasingCurve)(*static_cast(copy)); +#endif case QMetaType::Void: return 0; default: @@ -1098,6 +1115,10 @@ void *QMetaType::construct(int type, const void *copy) case QMetaType::QRegExp: return new NS(QRegExp); #endif +#ifndef QT_BOOTSTRAPPED + case QMetaType::QEasingCurve: + return new NS(QEasingCurve); +#endif case QMetaType::Void: return 0; default: @@ -1253,6 +1274,11 @@ void QMetaType::destroy(int type, void *data) delete static_cast< NS(QRegExp)* >(data); break; #endif +#ifndef QT_BOOTSTRAPPED + case QMetaType::QEasingCurve: + delete static_cast< NS(QEasingCurve)* >(data); + break; +#endif case QMetaType::Void: break; default: { diff --git a/src/corelib/kernel/qmetatype.h b/src/corelib/kernel/qmetatype.h index c23caed..33126e8 100644 --- a/src/corelib/kernel/qmetatype.h +++ b/src/corelib/kernel/qmetatype.h @@ -69,7 +69,7 @@ public: QBitArray = 13, QDate = 14, QTime = 15, QDateTime = 16, QUrl = 17, QLocale = 18, QRect = 19, QRectF = 20, QSize = 21, QSizeF = 22, QLine = 23, QLineF = 24, QPoint = 25, QPointF = 26, QRegExp = 27, - QVariantHash = 28, LastCoreType = 28 /* QVariantHash */, + QVariantHash = 28, QEasingCurve = 29, LastCoreType = QEasingCurve, FirstGuiType = 63 /* QColorGroup */, #ifdef QT3_SUPPORT @@ -81,12 +81,12 @@ public: QTextLength = 78, QTextFormat = 79, QMatrix = 80, QTransform = 81, QMatrix4x4 = 82, QVector2D = 83, QVector3D = 84, QVector4D = 85, QQuaternion = 86, - LastGuiType = 86 /* QQuaternion */, + LastGuiType = QQuaternion, FirstCoreExtType = 128 /* VoidStar */, VoidStar = 128, Long = 129, Short = 130, Char = 131, ULong = 132, UShort = 133, UChar = 134, Float = 135, QObjectStar = 136, QWidgetStar = 137, - LastCoreExtType = 137 /* QWidgetStar */, + LastCoreExtType = QWidgetStar, // This logic must match the one in qglobal.h #if defined(QT_COORD_TYPE) @@ -290,6 +290,7 @@ class QPointF; #ifndef QT_NO_REGEXP class QRegExp; #endif +class QEasingCurve; class QWidget; class QObject; @@ -359,6 +360,7 @@ Q_DECLARE_BUILTIN_METATYPE(QPointF, QPointF) #ifndef QT_NO_REGEXP Q_DECLARE_BUILTIN_METATYPE(QRegExp, QRegExp) #endif +Q_DECLARE_BUILTIN_METATYPE(QEasingCurve, QEasingCurve) #ifdef QT3_SUPPORT Q_DECLARE_BUILTIN_METATYPE(QColorGroup, QColorGroup) diff --git a/src/corelib/kernel/qvariant.cpp b/src/corelib/kernel/qvariant.cpp index e1b5825..384a3cd 100644 --- a/src/corelib/kernel/qvariant.cpp +++ b/src/corelib/kernel/qvariant.cpp @@ -46,6 +46,7 @@ #include "qdebug.h" #include "qmap.h" #include "qdatetime.h" +#include "qeasingcurve.h" #include "qlist.h" #include "qstring.h" #include "qstringlist.h" @@ -146,6 +147,11 @@ static void construct(QVariant::Private *x, const void *copy) v_construct(x, copy); break; #endif +#ifndef QT_BOOTSTRAPPED + case QVariant::EasingCurve: + v_construct(x, copy); + break; +#endif case QVariant::Int: x->data.i = copy ? *static_cast(copy) : 0; break; @@ -259,6 +265,11 @@ static void clear(QVariant::Private *d) v_clear(d); break; #endif +#ifndef QT_BOOTSTRAPPED + case QVariant::EasingCurve: + v_clear(d); + break; +#endif case QVariant::LongLong: case QVariant::ULongLong: case QVariant::Double: @@ -317,6 +328,9 @@ static bool isNull(const QVariant::Private *d) case QVariant::PointF: return v_cast(d)->isNull(); #endif +#ifndef QT_BOOTSTRAPPED + case QVariant::EasingCurve: +#endif case QVariant::Url: case QVariant::Locale: case QVariant::RegExp: @@ -435,6 +449,10 @@ static bool compare(const QVariant::Private *a, const QVariant::Private *b) return *v_cast(a) == *v_cast(b); case QVariant::DateTime: return *v_cast(a) == *v_cast(b); +#ifndef QT_BOOTSTRAPPED + case QVariant::EasingCurve: + return *v_cast(a) == *v_cast(b); +#endif case QVariant::ByteArray: return *v_cast(a) == *v_cast(b); case QVariant::BitArray: @@ -1097,6 +1115,11 @@ static void streamDebug(QDebug dbg, const QVariant &v) case QVariant::DateTime: dbg.nospace() << v.toDateTime(); break; +#ifndef QT_BOOTSTRAPPED + case QVariant::EasingCurve: + dbg.nospace() << v.toEasingCurve(); + break; +#endif case QVariant::ByteArray: dbg.nospace() << v.toByteArray(); break; @@ -1265,6 +1288,7 @@ const QVariant::Handler *QVariant::handler = &qt_kernel_variant_handler; \value Date a QDate \value DateTime a QDateTime \value Double a double + \value EasingCurve a QEasingCurve \value Font a QFont \value Hash a QVariantHash \value Icon a QIcon @@ -1483,6 +1507,12 @@ QVariant::QVariant(const char *val) */ /*! + \fn QVariant::QVariant(const QEasingCurve &val) + + Constructs a new variant with an easing curve value, \a val. +*/ + +/*! \fn QVariant::QVariant(const QByteArray &val) Constructs a new variant with a bytearray value, \a val. @@ -1681,6 +1711,10 @@ QVariant::QVariant(const QTime &val) { d.is_null = false; d.type = Time; v_construct(&d, val); } QVariant::QVariant(const QDateTime &val) { d.is_null = false; d.type = DateTime; v_construct(&d, val); } +#ifndef QT_BOOTSTRAPPED +QVariant::QVariant(const QEasingCurve &val) +{ d.is_null = false; d.type = EasingCurve; v_construct(&d, val); } +#endif QVariant::QVariant(const QList &list) { d.is_null = false; d.type = List; v_construct(&d, list); } QVariant::QVariant(const QMap &map) @@ -1870,7 +1904,7 @@ QVariant::Type QVariant::nameToType(const char *name) } #ifndef QT_NO_DATASTREAM -enum { MapFromThreeCount = 35 }; +enum { MapFromThreeCount = 36 }; static const ushort map_from_three[MapFromThreeCount] = { QVariant::Invalid, @@ -1902,6 +1936,7 @@ static const ushort map_from_three[MapFromThreeCount] = QVariant::Date, QVariant::Time, QVariant::DateTime, + QVariant::EasingCurve, QVariant::ByteArray, QVariant::BitArray, QVariant::KeySequence, @@ -2165,6 +2200,21 @@ QDateTime QVariant::toDateTime() const } /*! + \fn QEasingCurve QVariant::toEasingCurve() const + + Returns the variant as a QEasingCurve if the variant has type() \l + EasingCurve; otherwise returns a default easing curve. + + \sa canConvert(), convert() +*/ +#ifndef QT_BOOTSTRAPPED +QEasingCurve QVariant::toEasingCurve() const +{ + return qVariantToHelper(d, EasingCurve, handler); +} +#endif + +/*! \fn QByteArray QVariant::toByteArray() const Returns the variant as a QByteArray if the variant has type() \l @@ -2605,8 +2655,9 @@ static const quint32 qCanConvertMatrix[QVariant::LastCoreType + 1] = /*QRegExp*/ 0, -/*QHash*/ 0 +/*QHash*/ 0, +/*QEasingCurve*/ 0 }; /*! diff --git a/src/corelib/kernel/qvariant.h b/src/corelib/kernel/qvariant.h index 1a9e43a..9628dbf 100644 --- a/src/corelib/kernel/qvariant.h +++ b/src/corelib/kernel/qvariant.h @@ -60,6 +60,7 @@ class QBitArray; class QDataStream; class QDate; class QDateTime; +class QEasingCurve; class QLine; class QLineF; class QLocale; @@ -128,9 +129,10 @@ class Q_CORE_EXPORT QVariant LineF = 24, Point = 25, PointF = 26, - RegExp = 27, + RegExp = 27, Hash = 28, - LastCoreType = Hash, + EasingCurve = 29, + LastCoreType = EasingCurve, // value 62 is internally reserved #ifdef QT3_SUPPORT @@ -219,6 +221,9 @@ class Q_CORE_EXPORT QVariant #ifndef QT_NO_REGEXP QVariant(const QRegExp ®Exp); #endif +#ifndef QT_BOOTSTRAPPED + QVariant(const QEasingCurve &easing); +#endif QVariant(Qt::GlobalColor color); QVariant& operator=(const QVariant &other); @@ -280,6 +285,9 @@ class Q_CORE_EXPORT QVariant #ifndef QT_NO_REGEXP QRegExp toRegExp() const; #endif +#ifndef QT_BOOTSTRAPPED + QEasingCurve toEasingCurve() const; +#endif #ifdef QT3_SUPPORT inline QT3_SUPPORT int &asInt(); diff --git a/src/corelib/tools/qeasingcurve.cpp b/src/corelib/tools/qeasingcurve.cpp index b6a2df4..6b26907 100644 --- a/src/corelib/tools/qeasingcurve.cpp +++ b/src/corelib/tools/qeasingcurve.cpp @@ -600,11 +600,11 @@ QEasingCurve::QEasingCurve(Type type) Construct a copy of \a other. */ QEasingCurve::QEasingCurve(const QEasingCurve &other) -: d_ptr(new QEasingCurvePrivate) + : d_ptr(new QEasingCurvePrivate) { // ### non-atomic, requires malloc on shallow copy *d_ptr = *other.d_ptr; - if(other.d_ptr->config) + if (other.d_ptr->config) d_ptr->config = other.d_ptr->config->copy(); } @@ -629,7 +629,7 @@ QEasingCurve &QEasingCurve::operator=(const QEasingCurve &other) } *d_ptr = *other.d_ptr; - if(other.d_ptr->config) + if (other.d_ptr->config) d_ptr->config = other.d_ptr->config->copy(); return *this; @@ -845,6 +845,67 @@ QDebug operator<<(QDebug debug, const QEasingCurve &item) } return debug; } -#endif +#endif // QT_NO_DEBUG_STREAM + +#ifndef QT_NO_DATASTREAM +/*! + \fn QDataStream &operator<<(QDataStream &stream, const QEasingCurve &easing) + \relates QEasingCurve + + Writes the given \a easing curve to the given \a stream and returns a + reference to the stream. + + \sa {Format of the QDataStream Operators} +*/ + +QDataStream &operator<<(QDataStream &stream, const QEasingCurve &easing) +{ + stream << easing.d_ptr->type; + stream << intptr_t(easing.d_ptr->func); + + bool hasConfig = easing.d_ptr->config; + stream << hasConfig; + if (hasConfig) { + stream << easing.d_ptr->config->_p; + stream << easing.d_ptr->config->_a; + stream << easing.d_ptr->config->_o; + } + return stream; +} + +/*! + \fn QDataStream &operator>>(QDataStream &stream, QEasingCurve &easing) + \relates QQuaternion + + Reads an easing curve from the given \a stream into the given \a quaternion + and returns a reference to the stream. + + \sa {Format of the QDataStream Operators} +*/ + +QDataStream &operator>>(QDataStream &stream, QEasingCurve &easing) +{ + QEasingCurve::Type type; + int int_type; + stream >> int_type; + type = static_cast(int_type); + easing.setType(type); + + intptr_t ptr_func; + stream >> ptr_func; + easing.d_ptr->func = QEasingCurve::EasingFunction(ptr_func); + + bool hasConfig; + stream >> hasConfig; + if (hasConfig) { + QEasingCurveFunction *config = curveToFunctionObject(type); + stream >> config->_p; + stream >> config->_a; + stream >> config->_o; + easing.d_ptr->config = config; + } + return stream; +} +#endif // QT_NO_DATASTREAM QT_END_NAMESPACE diff --git a/src/corelib/tools/qeasingcurve.h b/src/corelib/tools/qeasingcurve.h index ae8822e..173fba4 100644 --- a/src/corelib/tools/qeasingcurve.h +++ b/src/corelib/tools/qeasingcurve.h @@ -100,13 +100,24 @@ public: qreal valueForProgress(qreal progress) const; private: QEasingCurvePrivate *d_ptr; +#ifndef QT_NO_DEBUG_STREAM friend Q_CORE_EXPORT QDebug operator<<(QDebug debug, const QEasingCurve &item); +#endif +#ifndef QT_NO_DATASTREAM + friend Q_CORE_EXPORT QDataStream &operator<<(QDataStream &, const QEasingCurve&); + friend Q_CORE_EXPORT QDataStream &operator>>(QDataStream &, QEasingCurve &); +#endif }; #ifndef QT_NO_DEBUG_STREAM Q_CORE_EXPORT QDebug operator<<(QDebug debug, const QEasingCurve &item); #endif +#ifndef QT_NO_DATASTREAM +Q_CORE_EXPORT QDataStream &operator<<(QDataStream &, const QEasingCurve&); +Q_CORE_EXPORT QDataStream &operator>>(QDataStream &, QEasingCurve &); +#endif + QT_END_NAMESPACE QT_END_HEADER diff --git a/tests/auto/qeasingcurve/tst_qeasingcurve.cpp b/tests/auto/qeasingcurve/tst_qeasingcurve.cpp index 12ddff1..abb4014 100644 --- a/tests/auto/qeasingcurve/tst_qeasingcurve.cpp +++ b/tests/auto/qeasingcurve/tst_qeasingcurve.cpp @@ -69,6 +69,10 @@ private slots: void valueForProgress(); void setCustomType(); void operators(); + void dataStreamOperators_data(); + void dataStreamOperators(); + void properties(); + void metaTypes(); protected: }; @@ -505,6 +509,117 @@ void tst_QEasingCurve::operators() QVERIFY(curve2 == curve); } +void tst_QEasingCurve::dataStreamOperators_data() +{ + QTest::addColumn("type"); + QTest::addColumn("amplitude"); + QTest::addColumn("overshoot"); + QTest::addColumn("period"); + QTest::addColumn("easingCurve"); + QTest::newRow("Linear") << int(QEasingCurve::Linear) << -1.0 << -1.0 << -1.0 << QEasingCurve(QEasingCurve::Linear); + QTest::newRow("OutCubic") << int(QEasingCurve::OutCubic) << -1.0 << -1.0 << -1.0 << QEasingCurve(QEasingCurve::OutCubic); + QTest::newRow("InOutSine") << int(QEasingCurve::InOutSine) << -1.0 << -1.0 << -1.0 << QEasingCurve(QEasingCurve::InOutSine); + QEasingCurve inOutElastic(QEasingCurve::InOutElastic); + inOutElastic.setPeriod(1.5); + inOutElastic.setAmplitude(2.0); + QTest::newRow("InOutElastic") << int(QEasingCurve::InOutElastic) << 2.0 << -1.0 << 1.5 << inOutElastic; + QTest::newRow("OutInBack") << int(QEasingCurve::OutInBack) << -1.0 << -1.0 << -1.0 << QEasingCurve(QEasingCurve::OutInBack); + QTest::newRow("OutCurve") << int(QEasingCurve::OutCurve) << -1.0 << -1.0 << -1.0 << QEasingCurve(QEasingCurve::OutCurve); + QEasingCurve inOutBack(QEasingCurve::InOutBack); + inOutBack.setOvershoot(0.5); + QTest::newRow("InOutBack") << int(QEasingCurve::InOutBack) << -1.0 << 0.5 << -1.0 << inOutBack; +} + +void tst_QEasingCurve::dataStreamOperators() +{ + QFETCH(int, type); + QFETCH(qreal, amplitude); + QFETCH(qreal, overshoot); + QFETCH(qreal, period); + QFETCH(QEasingCurve, easingCurve); + + // operator << + QEasingCurve curve; + curve.setType(QEasingCurve::Type(type)); + if (amplitude != -1.0) + curve.setAmplitude(amplitude); + if (overshoot != -1.0) + curve.setOvershoot(overshoot); + if (period != -1.0) + curve.setPeriod(period); + + QVERIFY(easingCurve == curve); + + QByteArray array; + QDataStream out(&array, QIODevice::WriteOnly); + out << curve; + + QDataStream in(array); + QEasingCurve curve2; + in >> curve2; + + QVERIFY(curve2 == curve); +} + +class tst_QEasingProperties : public QObject +{ + Q_OBJECT + Q_PROPERTY(QEasingCurve easing READ easing WRITE setEasing) +public: + tst_QEasingProperties(QObject *parent = 0) : QObject(parent) {} + + QEasingCurve easing() const { return e; } + void setEasing(const QEasingCurve& value) { e = value; } + +private: + QEasingCurve e; +}; + +// Test getting and setting easing properties via the metaobject system. +void tst_QEasingCurve::properties() +{ + tst_QEasingProperties obj; + + QEasingCurve inOutBack(QEasingCurve::InOutBack); + qreal overshoot = 1.5f; + inOutBack.setOvershoot(overshoot); + qreal amplitude = inOutBack.amplitude(); + qreal period = inOutBack.period(); + + obj.setEasing(inOutBack); + + QEasingCurve easing = qVariantValue(obj.property("easing")); + QCOMPARE(easing.type(), QEasingCurve::InOutBack); + QCOMPARE(easing.overshoot(), overshoot); + QCOMPARE(easing.amplitude(), amplitude); + QCOMPARE(easing.period(), period); + + QEasingCurve linear(QEasingCurve::Linear); + overshoot = linear.overshoot(); + amplitude = linear.amplitude(); + period = linear.period(); + + obj.setProperty("easing", + qVariantFromValue(QEasingCurve(QEasingCurve::Linear))); + + easing = qVariantValue(obj.property("easing")); + QCOMPARE(easing.type(), QEasingCurve::Linear); + QCOMPARE(easing.overshoot(), overshoot); + QCOMPARE(easing.amplitude(), amplitude); + QCOMPARE(easing.period(), period); +} + +void tst_QEasingCurve::metaTypes() +{ + QVERIFY(QMetaType::type("QEasingCurve") == QMetaType::QEasingCurve); + + QCOMPARE(QByteArray(QMetaType::typeName(QMetaType::QEasingCurve)), + QByteArray("QEasingCurve")); + + QVERIFY(QMetaType::isRegistered(QMetaType::QEasingCurve)); + + QVERIFY(qMetaTypeId() == QMetaType::QEasingCurve); +} QTEST_MAIN(tst_QEasingCurve) #include "tst_qeasingcurve.moc" -- cgit v0.12 ' href='#n491'>491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 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#include "Python.h"
#include "pycore_code.h"
#include "pycore_dict.h"
#include "pycore_function.h"      // _PyFunction_GetVersionForCurrentState()
#include "pycore_global_strings.h"  // _Py_ID()
#include "pycore_long.h"
#include "pycore_moduleobject.h"
#include "pycore_object.h"
#include "pycore_opcode.h"        // _PyOpcode_Caches
#include "structmember.h"         // struct PyMemberDef, T_OFFSET_EX
#include "pycore_descrobject.h"

#include <stdlib.h> // rand()

/* For guidance on adding or extending families of instructions see
 * ./adaptive.md
 */

/* Map from opcode to adaptive opcode.
  Values of zero are ignored. */
uint8_t _PyOpcode_Adaptive[256] = {
    [LOAD_ATTR] = LOAD_ATTR_ADAPTIVE,
    [LOAD_GLOBAL] = LOAD_GLOBAL_ADAPTIVE,
    [BINARY_SUBSCR] = BINARY_SUBSCR_ADAPTIVE,
    [STORE_SUBSCR] = STORE_SUBSCR_ADAPTIVE,
    [CALL] = CALL_ADAPTIVE,
    [STORE_ATTR] = STORE_ATTR_ADAPTIVE,
    [BINARY_OP] = BINARY_OP_ADAPTIVE,
    [COMPARE_OP] = COMPARE_OP_ADAPTIVE,
    [UNPACK_SEQUENCE] = UNPACK_SEQUENCE_ADAPTIVE,
    [FOR_ITER] = FOR_ITER_ADAPTIVE,
};

Py_ssize_t _Py_QuickenedCount = 0;
#ifdef Py_STATS
PyStats _py_stats_struct = { 0 };
PyStats *_py_stats = &_py_stats_struct;

#define ADD_STAT_TO_DICT(res, field) \
    do { \
        PyObject *val = PyLong_FromUnsignedLongLong(stats->field); \
        if (val == NULL) { \
            Py_DECREF(res); \
            return NULL; \
        } \
        if (PyDict_SetItemString(res, #field, val) == -1) { \
            Py_DECREF(res); \
            Py_DECREF(val); \
            return NULL; \
        } \
        Py_DECREF(val); \
    } while(0);

static PyObject*
stats_to_dict(SpecializationStats *stats)
{
    PyObject *res = PyDict_New();
    if (res == NULL) {
        return NULL;
    }
    ADD_STAT_TO_DICT(res, success);
    ADD_STAT_TO_DICT(res, failure);
    ADD_STAT_TO_DICT(res, hit);
    ADD_STAT_TO_DICT(res, deferred);
    ADD_STAT_TO_DICT(res, miss);
    ADD_STAT_TO_DICT(res, deopt);
    PyObject *failure_kinds = PyTuple_New(SPECIALIZATION_FAILURE_KINDS);
    if (failure_kinds == NULL) {
        Py_DECREF(res);
        return NULL;
    }
    for (int i = 0; i < SPECIALIZATION_FAILURE_KINDS; i++) {
        PyObject *stat = PyLong_FromUnsignedLongLong(stats->failure_kinds[i]);
        if (stat == NULL) {
            Py_DECREF(res);
            Py_DECREF(failure_kinds);
            return NULL;
        }
        PyTuple_SET_ITEM(failure_kinds, i, stat);
    }
    if (PyDict_SetItemString(res, "failure_kinds", failure_kinds)) {
        Py_DECREF(res);
        Py_DECREF(failure_kinds);
        return NULL;
    }
    Py_DECREF(failure_kinds);
    return res;
}
#undef ADD_STAT_TO_DICT

static int
add_stat_dict(
    PyObject *res,
    int opcode,
    const char *name) {

    SpecializationStats *stats = &_py_stats_struct.opcode_stats[opcode].specialization;
    PyObject *d = stats_to_dict(stats);
    if (d == NULL) {
        return -1;
    }
    int err = PyDict_SetItemString(res, name, d);
    Py_DECREF(d);
    return err;
}

#ifdef Py_STATS
PyObject*
_Py_GetSpecializationStats(void) {
    PyObject *stats = PyDict_New();
    if (stats == NULL) {
        return NULL;
    }
    int err = 0;
    err += add_stat_dict(stats, LOAD_ATTR, "load_attr");
    err += add_stat_dict(stats, LOAD_GLOBAL, "load_global");
    err += add_stat_dict(stats, BINARY_SUBSCR, "binary_subscr");
    err += add_stat_dict(stats, STORE_SUBSCR, "store_subscr");
    err += add_stat_dict(stats, STORE_ATTR, "store_attr");
    err += add_stat_dict(stats, CALL, "call");
    err += add_stat_dict(stats, BINARY_OP, "binary_op");
    err += add_stat_dict(stats, COMPARE_OP, "compare_op");
    err += add_stat_dict(stats, UNPACK_SEQUENCE, "unpack_sequence");
    if (err < 0) {
        Py_DECREF(stats);
        return NULL;
    }
    return stats;
}
#endif


#define PRINT_STAT(i, field) \
    if (stats[i].field) { \
        fprintf(out, "    opcode[%d]." #field " : %" PRIu64 "\n", i, stats[i].field); \
    }

static void
print_spec_stats(FILE *out, OpcodeStats *stats)
{
    /* Mark some opcodes as specializable for stats,
     * even though we don't specialize them yet. */
    fprintf(out, "opcode[%d].specializable : 1\n", BINARY_SLICE);
    fprintf(out, "opcode[%d].specializable : 1\n", STORE_SLICE);
    for (int i = 0; i < 256; i++) {
        if (_PyOpcode_Adaptive[i]) {
            fprintf(out, "opcode[%d].specializable : 1\n", i);
        }
        PRINT_STAT(i, specialization.success);
        PRINT_STAT(i, specialization.failure);
        PRINT_STAT(i, specialization.hit);
        PRINT_STAT(i, specialization.deferred);
        PRINT_STAT(i, specialization.miss);
        PRINT_STAT(i, specialization.deopt);
        PRINT_STAT(i, execution_count);
        for (int j = 0; j < SPECIALIZATION_FAILURE_KINDS; j++) {
            uint64_t val = stats[i].specialization.failure_kinds[j];
            if (val) {
                fprintf(out, "    opcode[%d].specialization.failure_kinds[%d] : %"
                    PRIu64 "\n", i, j, val);
            }
        }
        for(int j = 0; j < 256; j++) {
            if (stats[i].pair_count[j]) {
                fprintf(out, "opcode[%d].pair_count[%d] : %" PRIu64 "\n",
                        i, j, stats[i].pair_count[j]);
            }
        }
    }
}
#undef PRINT_STAT


static void
print_call_stats(FILE *out, CallStats *stats)
{
    fprintf(out, "Calls to PyEval_EvalDefault: %" PRIu64 "\n", stats->pyeval_calls);
    fprintf(out, "Calls to Python functions inlined: %" PRIu64 "\n", stats->inlined_py_calls);
    fprintf(out, "Frames pushed: %" PRIu64 "\n", stats->frames_pushed);
    fprintf(out, "Frame objects created: %" PRIu64 "\n", stats->frame_objects_created);
    for (int i = 0; i < EVAL_CALL_KINDS; i++) {
        fprintf(out, "Calls via PyEval_EvalFrame[%d] : %" PRIu64 "\n", i, stats->eval_calls[i]);
    }
}

static void
print_object_stats(FILE *out, ObjectStats *stats)
{
    fprintf(out, "Object allocations from freelist: %" PRIu64 "\n", stats->from_freelist);
    fprintf(out, "Object frees to freelist: %" PRIu64 "\n", stats->to_freelist);
    fprintf(out, "Object allocations: %" PRIu64 "\n", stats->allocations);
    fprintf(out, "Object allocations to 512 bytes: %" PRIu64 "\n", stats->allocations512);
    fprintf(out, "Object allocations to 4 kbytes: %" PRIu64 "\n", stats->allocations4k);
    fprintf(out, "Object allocations over 4 kbytes: %" PRIu64 "\n", stats->allocations_big);
    fprintf(out, "Object frees: %" PRIu64 "\n", stats->frees);
    fprintf(out, "Object new values: %" PRIu64 "\n", stats->new_values);
    fprintf(out, "Object interpreter increfs: %" PRIu64 "\n", stats->interpreter_increfs);
    fprintf(out, "Object interpreter decrefs: %" PRIu64 "\n", stats->interpreter_decrefs);
    fprintf(out, "Object increfs: %" PRIu64 "\n", stats->increfs);
    fprintf(out, "Object decrefs: %" PRIu64 "\n", stats->decrefs);
    fprintf(out, "Object materialize dict (on request): %" PRIu64 "\n", stats->dict_materialized_on_request);
    fprintf(out, "Object materialize dict (new key): %" PRIu64 "\n", stats->dict_materialized_new_key);
    fprintf(out, "Object materialize dict (too big): %" PRIu64 "\n", stats->dict_materialized_too_big);
    fprintf(out, "Object materialize dict (str subclass): %" PRIu64 "\n", stats->dict_materialized_str_subclass);
}

static void
print_stats(FILE *out, PyStats *stats) {
    print_spec_stats(out, stats->opcode_stats);
    print_call_stats(out, &stats->call_stats);
    print_object_stats(out, &stats->object_stats);
}

void
_Py_StatsClear(void)
{
    _py_stats_struct = (PyStats) { 0 };
}

void
_Py_PrintSpecializationStats(int to_file)
{
    if (_py_stats == NULL) {
        return;
    }
    FILE *out = stderr;
    if (to_file) {
        /* Write to a file instead of stderr. */
# ifdef MS_WINDOWS
        const char *dirname = "c:\\temp\\py_stats\\";
# else
        const char *dirname = "/tmp/py_stats/";
# endif
        /* Use random 160 bit number as file name,
        * to avoid both accidental collisions and
        * symlink attacks. */
        unsigned char rand[20];
        char hex_name[41];
        _PyOS_URandomNonblock(rand, 20);
        for (int i = 0; i < 20; i++) {
            hex_name[2*i] = "0123456789abcdef"[rand[i]&15];
            hex_name[2*i+1] = "0123456789abcdef"[(rand[i]>>4)&15];
        }
        hex_name[40] = '\0';
        char buf[64];
        assert(strlen(dirname) + 40 + strlen(".txt") < 64);
        sprintf(buf, "%s%s.txt", dirname, hex_name);
        FILE *fout = fopen(buf, "w");
        if (fout) {
            out = fout;
        }
    }
    else {
        fprintf(out, "Specialization stats:\n");
    }
    print_stats(out, _py_stats);
    if (out != stderr) {
        fclose(out);
    }
}

#ifdef Py_STATS

#define SPECIALIZATION_FAIL(opcode, kind) \
do { \
    if (_py_stats) { \
        _py_stats->opcode_stats[opcode].specialization.failure_kinds[kind]++; \
    } \
} while (0)

#endif
#endif

#ifndef SPECIALIZATION_FAIL
#define SPECIALIZATION_FAIL(opcode, kind) ((void)0)
#endif

// Insert adaptive instructions and superinstructions. This cannot fail.
void
_PyCode_Quicken(PyCodeObject *code)
{
    _Py_QuickenedCount++;
    int previous_opcode = -1;
    _Py_CODEUNIT *instructions = _PyCode_CODE(code);
    for (int i = 0; i < Py_SIZE(code); i++) {
        int opcode = _Py_OPCODE(instructions[i]);
        uint8_t adaptive_opcode = _PyOpcode_Adaptive[opcode];
        if (adaptive_opcode) {
            _Py_SET_OPCODE(instructions[i], adaptive_opcode);
            // Make sure the adaptive counter is zero:
            assert(instructions[i + 1] == 0);
            previous_opcode = -1;
            i += _PyOpcode_Caches[opcode];
        }
        else {
            assert(!_PyOpcode_Caches[opcode]);
            switch (opcode) {
                case EXTENDED_ARG:
                    _Py_SET_OPCODE(instructions[i], EXTENDED_ARG_QUICK);
                    break;
                case JUMP_BACKWARD:
                    _Py_SET_OPCODE(instructions[i], JUMP_BACKWARD_QUICK);
                    break;
                case RESUME:
                    _Py_SET_OPCODE(instructions[i], RESUME_QUICK);
                    break;
                case LOAD_FAST:
                    switch(previous_opcode) {
                        case LOAD_FAST:
                            _Py_SET_OPCODE(instructions[i - 1],
                                           LOAD_FAST__LOAD_FAST);
                            break;
                        case STORE_FAST:
                            _Py_SET_OPCODE(instructions[i - 1],
                                           STORE_FAST__LOAD_FAST);
                            break;
                        case LOAD_CONST:
                            _Py_SET_OPCODE(instructions[i - 1],
                                           LOAD_CONST__LOAD_FAST);
                            break;
                    }
                    break;
                case STORE_FAST:
                    if (previous_opcode == STORE_FAST) {
                        _Py_SET_OPCODE(instructions[i - 1],
                                       STORE_FAST__STORE_FAST);
                    }
                    break;
                case LOAD_CONST:
                    if (previous_opcode == LOAD_FAST) {
                        _Py_SET_OPCODE(instructions[i - 1],
                                       LOAD_FAST__LOAD_CONST);
                    }
                    break;
            }
            previous_opcode = opcode;
        }
    }
}

static inline int
miss_counter_start(void) {
    /* Starting value for the counter.
     * This value needs to be not too low, otherwise
     * it would cause excessive de-optimization.
     * Neither should it be too high, or that would delay
     * de-optimization excessively when it is needed.
     * A value around 50 seems to work, and we choose a
     * prime number to avoid artifacts.
     */
    return 53;
}

#define SIMPLE_FUNCTION 0

/* Common */

#define SPEC_FAIL_OTHER 0
#define SPEC_FAIL_NO_DICT 1
#define SPEC_FAIL_OVERRIDDEN 2
#define SPEC_FAIL_OUT_OF_VERSIONS 3
#define SPEC_FAIL_OUT_OF_RANGE 4
#define SPEC_FAIL_EXPECTED_ERROR 5
#define SPEC_FAIL_WRONG_NUMBER_ARGUMENTS 6

#define SPEC_FAIL_LOAD_GLOBAL_NON_STRING_OR_SPLIT 18

/* Attributes */

#define SPEC_FAIL_ATTR_OVERRIDING_DESCRIPTOR 8
#define SPEC_FAIL_ATTR_NON_OVERRIDING_DESCRIPTOR 9
#define SPEC_FAIL_ATTR_NOT_DESCRIPTOR 10
#define SPEC_FAIL_ATTR_METHOD 11
#define SPEC_FAIL_ATTR_MUTABLE_CLASS 12
#define SPEC_FAIL_ATTR_PROPERTY 13
#define SPEC_FAIL_ATTR_NON_OBJECT_SLOT 14
#define SPEC_FAIL_ATTR_READ_ONLY 15
#define SPEC_FAIL_ATTR_AUDITED_SLOT 16
#define SPEC_FAIL_ATTR_NOT_MANAGED_DICT 17
#define SPEC_FAIL_ATTR_NON_STRING_OR_SPLIT 18
#define SPEC_FAIL_ATTR_MODULE_ATTR_NOT_FOUND 19

#define SPEC_FAIL_ATTR_SHADOWED 21
#define SPEC_FAIL_ATTR_BUILTIN_CLASS_METHOD 22
#define SPEC_FAIL_ATTR_CLASS_METHOD_OBJ 23
#define SPEC_FAIL_ATTR_OBJECT_SLOT 24
#define SPEC_FAIL_ATTR_HAS_MANAGED_DICT 25
#define SPEC_FAIL_ATTR_INSTANCE_ATTRIBUTE 26
#define SPEC_FAIL_ATTR_METACLASS_ATTRIBUTE 27

/* Binary subscr and store subscr */

#define SPEC_FAIL_SUBSCR_ARRAY_INT 8
#define SPEC_FAIL_SUBSCR_ARRAY_SLICE 9
#define SPEC_FAIL_SUBSCR_LIST_SLICE 10
#define SPEC_FAIL_SUBSCR_TUPLE_SLICE 11
#define SPEC_FAIL_SUBSCR_STRING_INT 12
#define SPEC_FAIL_SUBSCR_STRING_SLICE 13
#define SPEC_FAIL_SUBSCR_BUFFER_INT 15
#define SPEC_FAIL_SUBSCR_BUFFER_SLICE 16
#define SPEC_FAIL_SUBSCR_SEQUENCE_INT 17

/* Store subscr */
#define SPEC_FAIL_SUBSCR_BYTEARRAY_INT 18
#define SPEC_FAIL_SUBSCR_BYTEARRAY_SLICE 19
#define SPEC_FAIL_SUBSCR_PY_SIMPLE 20
#define SPEC_FAIL_SUBSCR_PY_OTHER 21
#define SPEC_FAIL_SUBSCR_DICT_SUBCLASS_NO_OVERRIDE 22
#define SPEC_FAIL_SUBSCR_NOT_HEAP_TYPE 23

/* Binary op */

#define SPEC_FAIL_BINARY_OP_ADD_DIFFERENT_TYPES          8
#define SPEC_FAIL_BINARY_OP_ADD_OTHER                    9
#define SPEC_FAIL_BINARY_OP_AND_DIFFERENT_TYPES         10
#define SPEC_FAIL_BINARY_OP_AND_INT                     11
#define SPEC_FAIL_BINARY_OP_AND_OTHER                   12
#define SPEC_FAIL_BINARY_OP_FLOOR_DIVIDE                13
#define SPEC_FAIL_BINARY_OP_LSHIFT                      14
#define SPEC_FAIL_BINARY_OP_MATRIX_MULTIPLY             15
#define SPEC_FAIL_BINARY_OP_MULTIPLY_DIFFERENT_TYPES    16
#define SPEC_FAIL_BINARY_OP_MULTIPLY_OTHER              17
#define SPEC_FAIL_BINARY_OP_OR                          18
#define SPEC_FAIL_BINARY_OP_POWER                       19
#define SPEC_FAIL_BINARY_OP_REMAINDER                   20
#define SPEC_FAIL_BINARY_OP_RSHIFT                      21
#define SPEC_FAIL_BINARY_OP_SUBTRACT_DIFFERENT_TYPES    22
#define SPEC_FAIL_BINARY_OP_SUBTRACT_OTHER              23
#define SPEC_FAIL_BINARY_OP_TRUE_DIVIDE_DIFFERENT_TYPES 24
#define SPEC_FAIL_BINARY_OP_TRUE_DIVIDE_FLOAT           25
#define SPEC_FAIL_BINARY_OP_TRUE_DIVIDE_OTHER           26
#define SPEC_FAIL_BINARY_OP_XOR                         27

/* Calls */
#define SPEC_FAIL_CALL_COMPLEX_PARAMETERS 9
#define SPEC_FAIL_CALL_CO_NOT_OPTIMIZED 10
/* SPEC_FAIL_METHOD  defined as 11 above */

#define SPEC_FAIL_CALL_INSTANCE_METHOD 11
#define SPEC_FAIL_CALL_CMETHOD 12
#define SPEC_FAIL_CALL_PYCFUNCTION 13
#define SPEC_FAIL_CALL_PYCFUNCTION_WITH_KEYWORDS 14
#define SPEC_FAIL_CALL_PYCFUNCTION_FAST_WITH_KEYWORDS 15
#define SPEC_FAIL_CALL_PYCFUNCTION_NOARGS 16
#define SPEC_FAIL_CALL_BAD_CALL_FLAGS 17
#define SPEC_FAIL_CALL_CLASS 18
#define SPEC_FAIL_CALL_PYTHON_CLASS 19
#define SPEC_FAIL_CALL_METHOD_DESCRIPTOR 20
#define SPEC_FAIL_CALL_BOUND_METHOD 21
#define SPEC_FAIL_CALL_STR 22
#define SPEC_FAIL_CALL_CLASS_NO_VECTORCALL 23
#define SPEC_FAIL_CALL_CLASS_MUTABLE 24
#define SPEC_FAIL_CALL_KWNAMES 25
#define SPEC_FAIL_CALL_METHOD_WRAPPER 26
#define SPEC_FAIL_CALL_OPERATOR_WRAPPER 27
#define SPEC_FAIL_CALL_PYFUNCTION 28
#define SPEC_FAIL_CALL_PEP_523 29

/* COMPARE_OP */
#define SPEC_FAIL_COMPARE_OP_DIFFERENT_TYPES 12
#define SPEC_FAIL_COMPARE_OP_STRING 13
#define SPEC_FAIL_COMPARE_OP_NOT_FOLLOWED_BY_COND_JUMP 14
#define SPEC_FAIL_COMPARE_OP_BIG_INT 15
#define SPEC_FAIL_COMPARE_OP_BYTES 16
#define SPEC_FAIL_COMPARE_OP_TUPLE 17
#define SPEC_FAIL_COMPARE_OP_LIST 18
#define SPEC_FAIL_COMPARE_OP_SET 19
#define SPEC_FAIL_COMPARE_OP_BOOL 20
#define SPEC_FAIL_COMPARE_OP_BASEOBJECT 21
#define SPEC_FAIL_COMPARE_OP_FLOAT_LONG 22
#define SPEC_FAIL_COMPARE_OP_LONG_FLOAT 23
#define SPEC_FAIL_COMPARE_OP_EXTENDED_ARG 24

/* FOR_ITER */
#define SPEC_FAIL_FOR_ITER_GENERATOR 10
#define SPEC_FAIL_FOR_ITER_COROUTINE 11
#define SPEC_FAIL_FOR_ITER_ASYNC_GENERATOR 12
#define SPEC_FAIL_FOR_ITER_LIST 13
#define SPEC_FAIL_FOR_ITER_TUPLE 14
#define SPEC_FAIL_FOR_ITER_SET 15
#define SPEC_FAIL_FOR_ITER_STRING 16
#define SPEC_FAIL_FOR_ITER_BYTES 17
#define SPEC_FAIL_FOR_ITER_RANGE 18
#define SPEC_FAIL_FOR_ITER_ITERTOOLS 19
#define SPEC_FAIL_FOR_ITER_DICT_KEYS 20
#define SPEC_FAIL_FOR_ITER_DICT_ITEMS 21
#define SPEC_FAIL_FOR_ITER_DICT_VALUES 22
#define SPEC_FAIL_FOR_ITER_ENUMERATE 23
#define SPEC_FAIL_FOR_ITER_MAP 24
#define SPEC_FAIL_FOR_ITER_ZIP 25
#define SPEC_FAIL_FOR_ITER_SEQ_ITER 26
#define SPEC_FAIL_FOR_ITER_REVERSED_LIST 27
#define SPEC_FAIL_FOR_ITER_CALLABLE 28
#define SPEC_FAIL_FOR_ITER_ASCII_STRING 29

// UNPACK_SEQUENCE

#define SPEC_FAIL_UNPACK_SEQUENCE_ITERATOR 8
#define SPEC_FAIL_UNPACK_SEQUENCE_SEQUENCE 9


static int
specialize_module_load_attr(PyObject *owner, _Py_CODEUNIT *instr,
                            PyObject *name, int opcode, int opcode_module)
{
    _PyAttrCache *cache = (_PyAttrCache *)(instr + 1);
    PyModuleObject *m = (PyModuleObject *)owner;
    PyObject *value = NULL;
    assert((owner->ob_type->tp_flags & Py_TPFLAGS_MANAGED_DICT) == 0);
    PyDictObject *dict = (PyDictObject *)m->md_dict;
    if (dict == NULL) {
        SPECIALIZATION_FAIL(opcode, SPEC_FAIL_NO_DICT);
        return -1;
    }
    if (dict->ma_keys->dk_kind != DICT_KEYS_UNICODE) {
        SPECIALIZATION_FAIL(opcode, SPEC_FAIL_ATTR_NON_STRING_OR_SPLIT);
        return -1;
    }
    Py_ssize_t index = _PyDict_GetItemHint(dict, &_Py_ID(__getattr__), -1,
                                           &value);
    assert(index != DKIX_ERROR);
    if (index != DKIX_EMPTY) {
        SPECIALIZATION_FAIL(opcode, SPEC_FAIL_ATTR_MODULE_ATTR_NOT_FOUND);
        return -1;
    }
    index = _PyDict_GetItemHint(dict, name, -1, &value);
    assert (index != DKIX_ERROR);
    if (index != (uint16_t)index) {
        SPECIALIZATION_FAIL(opcode, SPEC_FAIL_OUT_OF_RANGE);
        return -1;
    }
    uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState(dict->ma_keys);
    if (keys_version == 0) {
        SPECIALIZATION_FAIL(opcode, SPEC_FAIL_OUT_OF_VERSIONS);
        return -1;
    }
    write_u32(cache->version, keys_version);
    cache->index = (uint16_t)index;
    _Py_SET_OPCODE(*instr, opcode_module);
    return 0;
}



/* Attribute specialization */

typedef enum {
    OVERRIDING, /* Is an overriding descriptor, and will remain so. */
    METHOD, /* Attribute has Py_TPFLAGS_METHOD_DESCRIPTOR set */
    PROPERTY, /* Is a property */
    OBJECT_SLOT, /* Is an object slot descriptor */
    OTHER_SLOT, /* Is a slot descriptor of another type */
    NON_OVERRIDING, /* Is another non-overriding descriptor, and is an instance of an immutable class*/
    BUILTIN_CLASSMETHOD, /* Builtin methods with METH_CLASS */
    PYTHON_CLASSMETHOD, /* Python classmethod(func) object */
    NON_DESCRIPTOR, /* Is not a descriptor, and is an instance of an immutable class */
    MUTABLE,   /* Instance of a mutable class; might, or might not, be a descriptor */
    ABSENT, /* Attribute is not present on the class */
    DUNDER_CLASS, /* __class__ attribute */
    GETSET_OVERRIDDEN /* __getattribute__ or __setattr__ has been overridden */
} DescriptorClassification;


static DescriptorClassification
analyze_descriptor(PyTypeObject *type, PyObject *name, PyObject **descr, int store)
{
    if (store) {
        if (type->tp_setattro != PyObject_GenericSetAttr) {
            *descr = NULL;
            return GETSET_OVERRIDDEN;
        }
    }
    else {
        if (type->tp_getattro != PyObject_GenericGetAttr) {
            *descr = NULL;
            return GETSET_OVERRIDDEN;
        }
    }
    PyObject *descriptor = _PyType_Lookup(type, name);
    *descr = descriptor;
    if (descriptor == NULL) {
        return ABSENT;
    }
    PyTypeObject *desc_cls = Py_TYPE(descriptor);
    if (!(desc_cls->tp_flags & Py_TPFLAGS_IMMUTABLETYPE)) {
        return MUTABLE;
    }
    if (desc_cls->tp_descr_set) {
        if (desc_cls == &PyMemberDescr_Type) {
            PyMemberDescrObject *member = (PyMemberDescrObject *)descriptor;
            struct PyMemberDef *dmem = member->d_member;
            if (dmem->type == T_OBJECT_EX) {
                return OBJECT_SLOT;
            }
            return OTHER_SLOT;
        }
        if (desc_cls == &PyProperty_Type) {
            return PROPERTY;
        }
        if (PyUnicode_CompareWithASCIIString(name, "__class__") == 0) {
            if (descriptor == _PyType_Lookup(&PyBaseObject_Type, name)) {
                return DUNDER_CLASS;
            }
        }
        if (store) {
            return OVERRIDING;
        }
    }
    if (desc_cls->tp_descr_get) {
        if (desc_cls->tp_flags & Py_TPFLAGS_METHOD_DESCRIPTOR) {
            return METHOD;
        }
        if (Py_IS_TYPE(descriptor, &PyClassMethodDescr_Type)) {
            return BUILTIN_CLASSMETHOD;
        }
        if (Py_IS_TYPE(descriptor, &PyClassMethod_Type)) {
            return PYTHON_CLASSMETHOD;
        }
        return NON_OVERRIDING;
    }
    return NON_DESCRIPTOR;
}

static int
specialize_dict_access(
    PyObject *owner, _Py_CODEUNIT *instr, PyTypeObject *type,
    DescriptorClassification kind, PyObject *name,
    int base_op, int values_op, int hint_op)
{
    assert(kind == NON_OVERRIDING || kind == NON_DESCRIPTOR || kind == ABSENT ||
        kind == BUILTIN_CLASSMETHOD || kind == PYTHON_CLASSMETHOD);
    // No descriptor, or non overriding.
    if ((type->tp_flags & Py_TPFLAGS_MANAGED_DICT) == 0) {
        SPECIALIZATION_FAIL(base_op, SPEC_FAIL_ATTR_NOT_MANAGED_DICT);
        return 0;
    }
    _PyAttrCache *cache = (_PyAttrCache *)(instr + 1);
    PyObject **dictptr = _PyObject_ManagedDictPointer(owner);
    PyDictObject *dict = (PyDictObject *)*dictptr;
    if (dict == NULL) {
        // Virtual dictionary
        PyDictKeysObject *keys = ((PyHeapTypeObject *)type)->ht_cached_keys;
        assert(PyUnicode_CheckExact(name));
        Py_ssize_t index = _PyDictKeys_StringLookup(keys, name);
        assert (index != DKIX_ERROR);
        if (index != (uint16_t)index) {
            SPECIALIZATION_FAIL(base_op, SPEC_FAIL_OUT_OF_RANGE);
            return 0;
        }
        write_u32(cache->version, type->tp_version_tag);
        cache->index = (uint16_t)index;
        _Py_SET_OPCODE(*instr, values_op);
    }
    else {
        if (!PyDict_CheckExact(dict)) {
            SPECIALIZATION_FAIL(base_op, SPEC_FAIL_NO_DICT);
            return 0;
        }
        // We found an instance with a __dict__.
        PyObject *value = NULL;
        Py_ssize_t hint =
            _PyDict_GetItemHint(dict, name, -1, &value);
        if (hint != (uint16_t)hint) {
            SPECIALIZATION_FAIL(base_op, SPEC_FAIL_OUT_OF_RANGE);
            return 0;
        }
        cache->index = (uint16_t)hint;
        write_u32(cache->version, type->tp_version_tag);
        _Py_SET_OPCODE(*instr, hint_op);
    }
    return 1;
}

static int specialize_attr_loadmethod(PyObject* owner, _Py_CODEUNIT* instr, PyObject* name,
    PyObject* descr, DescriptorClassification kind);
static int specialize_class_load_attr(PyObject* owner, _Py_CODEUNIT* instr, PyObject* name);
static int function_kind(PyCodeObject *code);

int
_Py_Specialize_LoadAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name)
{
    assert(_PyOpcode_Caches[LOAD_ATTR] == INLINE_CACHE_ENTRIES_LOAD_ATTR);
    _PyAttrCache *cache = (_PyAttrCache *)(instr + 1);
    if (PyModule_CheckExact(owner)) {
        int err = specialize_module_load_attr(owner, instr, name, LOAD_ATTR,
                                              LOAD_ATTR_MODULE);
        if (err) {
            goto fail;
        }
        goto success;
    }
    if (PyType_Check(owner)) {
        int err = specialize_class_load_attr(owner, instr, name);
        if (err) {
            goto fail;
        }
        goto success;
    }
    PyTypeObject *type = Py_TYPE(owner);
    if (type->tp_dict == NULL) {
        if (PyType_Ready(type) < 0) {
            return -1;
        }
    }
    PyObject *descr = NULL;
    DescriptorClassification kind = analyze_descriptor(type, name, &descr, 0);
    assert(descr != NULL || kind == ABSENT || kind == GETSET_OVERRIDDEN);
    switch(kind) {
        case OVERRIDING:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_OVERRIDING_DESCRIPTOR);
            goto fail;
        case METHOD:
        {
            int oparg = _Py_OPARG(*instr);
            if (oparg & 1) {
                if (specialize_attr_loadmethod(owner, instr, name, descr, kind)) {
                    goto success;
                }
            }
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_METHOD);
            goto fail;
        }
        case PROPERTY:
        {
            _PyLoadMethodCache *lm_cache = (_PyLoadMethodCache *)(instr + 1);
            assert(Py_TYPE(descr) == &PyProperty_Type);
            PyObject *fget = ((_PyPropertyObject *)descr)->prop_get;
            if (fget == NULL) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_EXPECTED_ERROR);
                goto fail;
            }
            if (Py_TYPE(fget) != &PyFunction_Type) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_PROPERTY);
                goto fail;
            }
            PyFunctionObject *func = (PyFunctionObject *)fget;
            PyCodeObject *fcode = (PyCodeObject *)func->func_code;
            int kind = function_kind(fcode);
            if (kind != SIMPLE_FUNCTION) {
                SPECIALIZATION_FAIL(LOAD_ATTR, kind);
                goto fail;
            }
            if (fcode->co_argcount != 1) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_WRONG_NUMBER_ARGUMENTS);
                goto fail;
            }
            int version = _PyFunction_GetVersionForCurrentState(func);
            if (version == 0) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_OUT_OF_VERSIONS);
                goto fail;
            }
            write_u32(lm_cache->keys_version, version);
            assert(type->tp_version_tag != 0);
            write_u32(lm_cache->type_version, type->tp_version_tag);
            /* borrowed */
            write_obj(lm_cache->descr, fget);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_PROPERTY);
            goto success;
        }
        case OBJECT_SLOT:
        {
            PyMemberDescrObject *member = (PyMemberDescrObject *)descr;
            struct PyMemberDef *dmem = member->d_member;
            Py_ssize_t offset = dmem->offset;
            if (dmem->flags & PY_AUDIT_READ) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_AUDITED_SLOT);
                goto fail;
            }
            if (offset != (uint16_t)offset) {
                SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_OUT_OF_RANGE);
                goto fail;
            }
            assert(dmem->type == T_OBJECT_EX);
            assert(offset > 0);
            cache->index = (uint16_t)offset;
            write_u32(cache->version, type->tp_version_tag);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_SLOT);
            goto success;
        }
        case DUNDER_CLASS:
        {
            Py_ssize_t offset = offsetof(PyObject, ob_type);
            assert(offset == (uint16_t)offset);
            cache->index = (uint16_t)offset;
            write_u32(cache->version, type->tp_version_tag);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_SLOT);
            goto success;
        }
        case OTHER_SLOT:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_NON_OBJECT_SLOT);
            goto fail;
        case MUTABLE:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_MUTABLE_CLASS);
            goto fail;
        case GETSET_OVERRIDDEN:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_OVERRIDDEN);
            goto fail;
        case BUILTIN_CLASSMETHOD:
        case PYTHON_CLASSMETHOD:
        case NON_OVERRIDING:
        case NON_DESCRIPTOR:
        case ABSENT:
            break;
    }
    int err = specialize_dict_access(
        owner, instr, type, kind, name,
        LOAD_ATTR, LOAD_ATTR_INSTANCE_VALUE, LOAD_ATTR_WITH_HINT
    );
    if (err < 0) {
        return -1;
    }
    if (err) {
        goto success;
    }
fail:
    STAT_INC(LOAD_ATTR, failure);
    assert(!PyErr_Occurred());
    cache->counter = adaptive_counter_backoff(cache->counter);
    return 0;
success:
    STAT_INC(LOAD_ATTR, success);
    assert(!PyErr_Occurred());
    cache->counter = miss_counter_start();
    return 0;
}

int
_Py_Specialize_StoreAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name)
{
    assert(_PyOpcode_Caches[STORE_ATTR] == INLINE_CACHE_ENTRIES_STORE_ATTR);
    _PyAttrCache *cache = (_PyAttrCache *)(instr + 1);
    PyTypeObject *type = Py_TYPE(owner);
    if (PyModule_CheckExact(owner)) {
        SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_OVERRIDDEN);
        goto fail;
    }
    PyObject *descr;
    DescriptorClassification kind = analyze_descriptor(type, name, &descr, 1);
    switch(kind) {
        case OVERRIDING:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_OVERRIDING_DESCRIPTOR);
            goto fail;
        case METHOD:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_METHOD);
            goto fail;
        case PROPERTY:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_PROPERTY);
            goto fail;
        case OBJECT_SLOT:
        {
            PyMemberDescrObject *member = (PyMemberDescrObject *)descr;
            struct PyMemberDef *dmem = member->d_member;
            Py_ssize_t offset = dmem->offset;
            if (dmem->flags & READONLY) {
                SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_READ_ONLY);
                goto fail;
            }
            if (offset != (uint16_t)offset) {
                SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_OUT_OF_RANGE);
                goto fail;
            }
            assert(dmem->type == T_OBJECT_EX);
            assert(offset > 0);
            cache->index = (uint16_t)offset;
            write_u32(cache->version, type->tp_version_tag);
            _Py_SET_OPCODE(*instr, STORE_ATTR_SLOT);
            goto success;
        }
        case DUNDER_CLASS:
        case OTHER_SLOT:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_NON_OBJECT_SLOT);
            goto fail;
        case MUTABLE:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_ATTR_MUTABLE_CLASS);
            goto fail;
        case GETSET_OVERRIDDEN:
            SPECIALIZATION_FAIL(STORE_ATTR, SPEC_FAIL_OVERRIDDEN);
            goto fail;
        case BUILTIN_CLASSMETHOD:
        case PYTHON_CLASSMETHOD:
        case NON_OVERRIDING:
        case NON_DESCRIPTOR:
        case ABSENT:
            break;
    }

    int err = specialize_dict_access(
        owner, instr, type, kind, name,
        STORE_ATTR, STORE_ATTR_INSTANCE_VALUE, STORE_ATTR_WITH_HINT
    );
    if (err < 0) {
        return -1;
    }
    if (err) {
        goto success;
    }
fail:
    STAT_INC(STORE_ATTR, failure);
    assert(!PyErr_Occurred());
    cache->counter = adaptive_counter_backoff(cache->counter);
    return 0;
success:
    STAT_INC(STORE_ATTR, success);
    assert(!PyErr_Occurred());
    cache->counter = miss_counter_start();
    return 0;
}


#ifdef Py_STATS
static int
load_attr_fail_kind(DescriptorClassification kind)
{
    switch (kind) {
        case OVERRIDING:
            return SPEC_FAIL_ATTR_OVERRIDING_DESCRIPTOR;
        case METHOD:
            return SPEC_FAIL_ATTR_METHOD;
        case PROPERTY:
            return SPEC_FAIL_ATTR_PROPERTY;
        case OBJECT_SLOT:
            return SPEC_FAIL_ATTR_OBJECT_SLOT;
        case OTHER_SLOT:
            return SPEC_FAIL_ATTR_NON_OBJECT_SLOT;
        case DUNDER_CLASS:
            return SPEC_FAIL_OTHER;
        case MUTABLE:
            return SPEC_FAIL_ATTR_MUTABLE_CLASS;
        case GETSET_OVERRIDDEN:
            return SPEC_FAIL_OVERRIDDEN;
        case BUILTIN_CLASSMETHOD:
            return SPEC_FAIL_ATTR_BUILTIN_CLASS_METHOD;
        case PYTHON_CLASSMETHOD:
            return SPEC_FAIL_ATTR_CLASS_METHOD_OBJ;
        case NON_OVERRIDING:
            return SPEC_FAIL_ATTR_NON_OVERRIDING_DESCRIPTOR;
        case NON_DESCRIPTOR:
            return SPEC_FAIL_ATTR_NOT_DESCRIPTOR;
        case ABSENT:
            return SPEC_FAIL_ATTR_INSTANCE_ATTRIBUTE;
    }
    Py_UNREACHABLE();
}
#endif

static int
specialize_class_load_attr(PyObject *owner, _Py_CODEUNIT *instr,
                             PyObject *name)
{
    _PyLoadMethodCache *cache = (_PyLoadMethodCache *)(instr + 1);
    if (!PyType_CheckExact(owner) || _PyType_Lookup(Py_TYPE(owner), name)) {
        SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_METACLASS_ATTRIBUTE);
        return -1;
    }
    PyObject *descr = NULL;
    DescriptorClassification kind = 0;
    kind = analyze_descriptor((PyTypeObject *)owner, name, &descr, 0);
    switch (kind) {
        case METHOD:
        case NON_DESCRIPTOR:
            write_u32(cache->type_version, ((PyTypeObject *)owner)->tp_version_tag);
            write_obj(cache->descr, descr);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_CLASS);
            return 0;
#ifdef Py_STATS
        case ABSENT:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_EXPECTED_ERROR);
            return -1;
#endif
        default:
            SPECIALIZATION_FAIL(LOAD_ATTR, load_attr_fail_kind(kind));
            return -1;
    }
}

typedef enum {
    MANAGED_VALUES = 1,
    MANAGED_DICT = 2,
    OFFSET_DICT = 3,
    NO_DICT = 4,
    LAZY_DICT = 5,
} ObjectDictKind;

// Please collect stats carefully before and after modifying. A subtle change
// can cause a significant drop in cache hits. A possible test is
// python.exe -m test_typing test_re test_dis test_zlib.
static int
specialize_attr_loadmethod(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name,
PyObject *descr, DescriptorClassification kind)
{
    _PyLoadMethodCache *cache = (_PyLoadMethodCache *)(instr + 1);
    PyTypeObject *owner_cls = Py_TYPE(owner);

    assert(kind == METHOD && descr != NULL);
    ObjectDictKind dictkind;
    PyDictKeysObject *keys;
    if (owner_cls->tp_flags & Py_TPFLAGS_MANAGED_DICT) {
        PyObject *dict = *_PyObject_ManagedDictPointer(owner);
        keys = ((PyHeapTypeObject *)owner_cls)->ht_cached_keys;
        if (dict == NULL) {
            dictkind = MANAGED_VALUES;
        }
        else {
            dictkind = MANAGED_DICT;
        }
    }
    else {
        Py_ssize_t dictoffset = owner_cls->tp_dictoffset;
        if (dictoffset < 0 || dictoffset > INT16_MAX) {
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_OUT_OF_RANGE);
            goto fail;
        }
        if (dictoffset == 0) {
            dictkind = NO_DICT;
            keys = NULL;
        }
        else {
            PyObject *dict = *(PyObject **) ((char *)owner + dictoffset);
            if (dict == NULL) {
                // This object will have a dict if user access __dict__
                dictkind = LAZY_DICT;
                keys = NULL;
            }
            else {
                keys = ((PyDictObject *)dict)->ma_keys;
                dictkind = OFFSET_DICT;
            }
        }
    }
    if (dictkind == MANAGED_VALUES || dictkind == OFFSET_DICT) {
        Py_ssize_t index = _PyDictKeys_StringLookup(keys, name);
        if (index != DKIX_EMPTY) {
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_SHADOWED);
            goto fail;
        }
        uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState(keys);
        if (keys_version == 0) {
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_OUT_OF_VERSIONS);
            goto fail;
        }
        write_u32(cache->keys_version, keys_version);
    }
    switch(dictkind) {
        case NO_DICT:
            _Py_SET_OPCODE(*instr, LOAD_ATTR_METHOD_NO_DICT);
            break;
        case MANAGED_VALUES:
            _Py_SET_OPCODE(*instr, LOAD_ATTR_METHOD_WITH_VALUES);
            break;
        case MANAGED_DICT:
            SPECIALIZATION_FAIL(LOAD_ATTR, SPEC_FAIL_ATTR_HAS_MANAGED_DICT);
            goto fail;
        case OFFSET_DICT:
            assert(owner_cls->tp_dictoffset > 0 && owner_cls->tp_dictoffset <= INT16_MAX);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_METHOD_WITH_DICT);
            break;
        case LAZY_DICT:
            assert(owner_cls->tp_dictoffset > 0 && owner_cls->tp_dictoffset <= INT16_MAX);
            _Py_SET_OPCODE(*instr, LOAD_ATTR_METHOD_LAZY_DICT);
            break;
    }
    /* `descr` is borrowed. This is safe for methods (even inherited ones from
    *  super classes!) as long as tp_version_tag is validated for two main reasons:
    *
    *  1. The class will always hold a reference to the method so it will
    *  usually not be GC-ed. Should it be deleted in Python, e.g.
    *  `del obj.meth`, tp_version_tag will be invalidated, because of reason 2.
    *
    *  2. The pre-existing type method cache (MCACHE) uses the same principles
    *  of caching a borrowed descriptor. The MCACHE infrastructure does all the
    *  heavy lifting for us. E.g. it invalidates tp_version_tag on any MRO
    *  modification, on any type object change along said MRO, etc. (see
    *  PyType_Modified usages in typeobject.c). The MCACHE has been
    *  working since Python 2.6 and it's battle-tested.
    */
    write_u32(cache->type_version, owner_cls->tp_version_tag);
    write_obj(cache->descr, descr);
    // Fall through.
    return 1;
fail:
    return 0;
}

int
_Py_Specialize_LoadGlobal(
    PyObject *globals, PyObject *builtins,
    _Py_CODEUNIT *instr, PyObject *name)
{
    assert(_PyOpcode_Caches[LOAD_GLOBAL] == INLINE_CACHE_ENTRIES_LOAD_GLOBAL);
    /* Use inline cache */
    _PyLoadGlobalCache *cache = (_PyLoadGlobalCache *)(instr + 1);
    assert(PyUnicode_CheckExact(name));
    if (!PyDict_CheckExact(globals)) {
        goto fail;
    }
    PyDictKeysObject * globals_keys = ((PyDictObject *)globals)->ma_keys;
    if (!DK_IS_UNICODE(globals_keys)) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_LOAD_GLOBAL_NON_STRING_OR_SPLIT);
        goto fail;
    }
    Py_ssize_t index = _PyDictKeys_StringLookup(globals_keys, name);
    if (index == DKIX_ERROR) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_LOAD_GLOBAL_NON_STRING_OR_SPLIT);
        goto fail;
    }
    if (index != DKIX_EMPTY) {
        if (index != (uint16_t)index) {
            goto fail;
        }
        uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState(globals_keys);
        if (keys_version == 0) {
            goto fail;
        }
        cache->index = (uint16_t)index;
        write_u32(cache->module_keys_version, keys_version);
        _Py_SET_OPCODE(*instr, LOAD_GLOBAL_MODULE);
        goto success;
    }
    if (!PyDict_CheckExact(builtins)) {
        goto fail;
    }
    PyDictKeysObject * builtin_keys = ((PyDictObject *)builtins)->ma_keys;
    if (!DK_IS_UNICODE(builtin_keys)) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_LOAD_GLOBAL_NON_STRING_OR_SPLIT);
        goto fail;
    }
    index = _PyDictKeys_StringLookup(builtin_keys, name);
    if (index == DKIX_ERROR) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_LOAD_GLOBAL_NON_STRING_OR_SPLIT);
        goto fail;
    }
    if (index != (uint16_t)index) {
        goto fail;
    }
    uint32_t globals_version = _PyDictKeys_GetVersionForCurrentState(globals_keys);
    if (globals_version == 0) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_OUT_OF_VERSIONS);
        goto fail;
    }
    uint32_t builtins_version = _PyDictKeys_GetVersionForCurrentState(builtin_keys);
    if (builtins_version == 0) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_OUT_OF_VERSIONS);
        goto fail;
    }
    if (builtins_version > UINT16_MAX) {
        SPECIALIZATION_FAIL(LOAD_GLOBAL, SPEC_FAIL_OUT_OF_RANGE);
        goto fail;
    }
    cache->index = (uint16_t)index;