Jaakko Peltonen

116 papers A* 12A 11B 6C 10Misc 2Journal 34Unranked 33
YearRankTypeTitle / Venue / Authors
2026 conf
GamiFIN
Jari Lindroos, Raine Koskimaa, Jaakko Peltonen, Tanja Välisalo, Ida Toivanen
2026 J jnl
Inf. Sci.
Reza Shafiloo, Maria Stratigi, Jaakko Peltonen, Kostas Stefanidis
2026 J jnl
Inf. Syst.
Reza Shafiloo, Maria Stratigi, Jaakko Peltonen, Thomas Olsson, Kostas Stefanidis
2025 A* conf
EMNLP
Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen
2025 J jnl
CoRR
Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen
2025 conf
HICSS
Jari Lindroos, Jaakko Peltonen, Tanja Välisalo, Raine Koskimaa, Ida Toivanen
2025 conf
ICONIP (1)
Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen
2025 conf
GamiFIN
Jari Lindroos, Ida Toivanen, Jaakko Peltonen, Tanja Välisalo, Raine Koskimaa, Sami Äyrämö
2024 ed.
MLVis@EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2024 B conf
ICWE
Elizaveta Zimina, Kalervo Järvelin, Jaakko Peltonen, Aarne Ranta, Jyrki Nummenmaa
2023 A* conf
ICML
Jaakko Peltonen, Wen Xu, Timo Nummenmaa, Jyrki Nummenmaa
2023 J jnl
Comput. Graph. Forum
Markus Wallinger, Daniel Archambault, David Auber, Martin Nöllenburg, Jaakko Peltonen
2023 J jnl
CoRR
Jalmari Tuominen, Eetu Pulkkinen, Jaakko Peltonen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
2023 C conf
DiGRA
Chien Lu, Giacomo Lauritano, Timo Nummenmaa, Jaakko Peltonen
2023 ed.
MLVis@EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2023 C conf
DiGRA
Giacomo Lauritano, Valeria Marina Borodi, Chien Lu, Jaakko Peltonen
2023 J jnl
IEEE Computer Graphics and Applications
Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen
2022 conf
DHNB
Kirsi Sandberg, Mykola Andrushchenko, Risto Turunen, Jani Marjanen, Jussi Kurunmäki, Jaakko Peltonen, Timo Nummenmaa, Jyrki Nummenmaa
2022 C conf
ArtsIT
Chien Lu, Giacomo Lauritano, Jaakko Peltonen
2022 J jnl
IEEE Trans. Vis. Comput. Graph.
Markus Wallinger, Daniel Archambault, David Auber, Martin Nöllenburg, Jaakko Peltonen
2022 J jnl
BMC Medical Informatics Decis. Mak.
Jalmari Tuominen, Francesco Lomio, Niku Oksala, Ari Palomäki, Jaakko Peltonen, Heikki Huttunen, Antti Roine
2022 A* conf
NeurIPS
Chien Lu, Jaakko Peltonen
2022 ed.
MLVis@EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2022 J jnl
IEEE Trans. Vis. Comput. Graph.
Soeren Nickel, Max Sondag, Wouter Meulemans, Stephen G. Kobourov, Jaakko Peltonen, Martin Nöllenburg
2022 A conf
UAI
Chien Lu, Jaakko Peltonen, Timo Nummenmaa, Jyrki Nummenmaa
2022 B conf
ESANN
Sorina Mustatea, Michaël Aupetit, Jaakko Peltonen, Sylvain Lespinats, Denys Dutykh
2022 J jnl
J. Assoc. Inf. Sci. Technol.
Mykola Andrushchenko, Kirsi Sandberg, Risto Turunen, Jani Marjanen, Mari Hatavara, Jussi Kurunmäki, Timo Nummenmaa, Matti Hyvärinen, Kari Teräs, Jaakko Peltonen, Jyrki Nummenmaa
2021 conf
GamiFIN
Chien Lu, Lobna Hassan, Oguz Turan Buruk, Timo Nummenmaa, Jaakko Peltonen
2021 ed.
MLVis@EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2021 C conf
ACML
Chien Lu, Jaakko Peltonen, Timo Nummenmaa, Jyrki Nummenmaa, Kalervo Jäarvelin
2021 conf
INTERACT (3)
Jonathan Strahl, Jaakko Peltonen, Patrik Floréen
2021 J jnl
CoRR
Markus Wallinger, Daniel Archambault, David Auber, Martin Nöllenburg, Jaakko Peltonen
2021 J jnl
IEEE Computer Graphics and Applications
Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. Ebert, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J. van Wijk, Theresa-Marie Rhyne
2020 ed.
MLVis@Eurographics/EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2020 A* conf
AAAI
Chien Lu, Jaakko Peltonen
2020 C conf
DiGRA
Chien Lu, Xiaozhou Li, Timo Nummenmaa, Zheying Zhang, Jaakko Peltonen
2020 A conf
CIKM
Chien Lu, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin
2020 A* conf
AAAI
Jonathan Strahl, Jaakko Peltonen, Hiroshi Mamitsuka, Samuel Kaski
2020 A* conf
NeurIPS
Benoît Colange, Jaakko Peltonen, Michaël Aupetit, Denys Dutykh, Sylvain Lespinats
2020 C conf
ArtsIT
Chien Lu, Elina Koskinen, Dale Leorke, Timo Nummenmaa, Jaakko Peltonen
2020 conf
GamiFIN
Chien Lu, Jaakko Peltonen, Timo Nummenmaa, Xiaozhou Li, Zheying Zhang
2019 ed.
MLVis@EuroVis
Daniel Archambault, Ian T. Nabney, Jaakko Peltonen
2019 conf
GamiFIN
Xiaozhou Li, Chien Lu, Jaakko Peltonen, Zheying Zhang
2019 conf
ArtsIT/DLI
Miikka Lehtonen, Chien Lu, Timo Nummenmaa, Jaakko Peltonen
2019 A conf
GD
Soeren Nickel, Max Sondag, Wouter Meulemans, Markus Chimani, Stephen G. Kobourov, Jaakko Peltonen, Martin Nöllenburg
2019 J jnl
CoRR
Soeren Nickel, Max Sondag, Wouter Meulemans, Markus Chimani, Stephen G. Kobourov, Jaakko Peltonen, Martin Nöllenburg
2019 C conf
FDG
Chien Lu, Jaakko Peltonen, Timo Nummenmaa
2019 J jnl
CoRR
Jonathan Strahl, Jaakko Peltonen, Hiroshi Mamitsuka, Samuel Kaski
2018 ed.
MLVis@EuroVis
Ian T. Nabney, Jaakko Peltonen, Daniel Archambault
2018 B conf
DS
Md. Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin
2018 conf
SemWebEval@ESWC
Elizaveta Zimina, Jyrki Nummenmaa, Kalervo Järvelin, Jaakko Peltonen, Kostas Stefanidis, Heikki Hyyrö
2018 J jnl
ACM Trans. Inf. Syst.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Patrik Floréen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski
2018 conf
IUI Workshops
Jaakko Peltonen, Ziyuan Lin, Kalervo Järvelin, Jyrki Nummenmaa
2018 conf
MMM (1)
Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie
2018 conf
DCAI (Special Sessions)
Md. Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin
2017 conf
MLDM
Ziyuan Lin, Jaakko Peltonen
2017 conf
IUI Companion
Jaakko Peltonen, Kseniia Belorustceva, Tuukka Ruotsalo
2017 A conf
IUI
Jaakko Peltonen, Jonathan Strahl, Patrik Floréen
2017 conf
VISIGRAPP (3: IVAPP)
Jaakko Peltonen, Ziyuan Lin
2017 A conf
IUI
Jaakko Peltonen, Kseniia Belorustceva, Tuukka Ruotsalo
2017 J jnl
Dagstuhl Reports
Tat-Seng Chua, Norbert Fuhr, Gregory Grefenstette, Kalervo Järvelin, Jaakko Peltonen
2017 J jnl
IEEE Trans. Vis. Comput. Graph.
Dominik Sacha, Leishi Zhang, Michael Sedlmair, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim
2017 C conf
VINCI
Kumaripaba Athukorala, Luana Micallef, Chao An, Aki Reijonen, Jaakko Peltonen, Tuukka Ruotsalo, Giulio Jacucci
2017 J jnl
Neurocomputing
Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim
2016 conf
Symbiotic
Mats Sjöberg, Hung-Han Chen, Patrik Floréen, Markus Koskela, Kai Kuikkaniemi, Tuukka Lehtiniemi, Jaakko Peltonen
2016 A conf
GD
Jaakko Peltonen, Ziyuan Lin
2016 J jnl
CoRR
Jaakko Peltonen, Ziyuan Lin
2016 conf
ISVC (2)
Hamed Rezazadegan Tavakoli, Hanieh Poostchi, Jaakko Peltonen, Jorma Laaksonen, Samuel Kaski
2015 J jnl
CoRR
Ziyuan Lin, Jaakko Peltonen
2015 J jnl
Mach. Learn.
Jaakko Peltonen, Ziyuan Lin
2015 A conf
IUI
Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad E. Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floréen, Giulio Jacucci
2015 A conf
AISTATS
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
2015 A* conf
SIGIR
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, Samuel Kaski
2015 A conf
UMAP
Chirayu Wongchokprasitti, Jaakko Peltonen, Tuukka Ruotsalo, Payel Bandyopadhyay, Giulio Jacucci, Peter Brusilovsky
2014 conf
CHI Extended Abstracts
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, Samuel Kaski
2014 A* conf
AAAI
Kerstin Bunte, Matti Järvisalo, Jeremias Berg, Petri Myllymäki, Jaakko Peltonen, Samuel Kaski
2014 A* conf
ICML
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
2014 J jnl
IEEE Trans. Mob. Comput.
Joni Pajarinen, Ari Hottinen, Jaakko Peltonen
2013 A conf
CIKM
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski
2013 conf
ECML/PKDD (1)
Joni Pajarinen, Jaakko Peltonen
2013 conf
EuroVis (Short Papers)
Jaakko Peltonen, Max Sandholm, Samuel Kaski
2013 C conf
ACML
Jaakko Peltonen, Ziyuan Lin
2013 conf
MLSP
Jaakko Peltonen, Ziyuan Lin
2013 conf
ICML (2)
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
2013 J jnl
Neurocomputing
Ali Faisal, Jussi Gillberg, Gayle Leen, Jaakko Peltonen
2012 conf
MLSP
Jaakko Peltonen, Konstantinos Georgatzis
2012 J jnl
Mach. Learn.
Gayle Leen, Jaakko Peltonen, Samuel Kaski
2012 J jnl
Neurocomputing
Jaakko Peltonen, Tapani Raiko, Samuel Kaski
2012 B conf
ESANN
Ali Faisal, Jussi Gillberg, Jaakko Peltonen, Gayle Leen, Samuel Kaski
2011 J jnl
IEEE Signal Process. Mag.
Samuel Kaski, Jaakko Peltonen
2011 A* conf
IJCAI
Joni Pajarinen, Jaakko Peltonen
2011 J jnl
Neurocomputing
Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo
2011 conf
ECML/PKDD (2)
Gayle Leen, Jaakko Peltonen, Samuel Kaski
2011 A conf
AISTATS
Jaakko Peltonen, Samuel Kaski
2011 conf
NIPS
Joni Pajarinen, Jaakko Peltonen
2010 Misc conf
ICASSP
Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma, Samuel Kaski
2010 conf
ECML/PKDD (3)
Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mikko A. Uusitalo
2010 conf
MLG@KDD
Juuso A. Parkkinen, Kristian Nybo, Jaakko Peltonen, Samuel Kaski
2010 J jnl
J. Mach. Learn. Res.
Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Helena Aidos, Samuel Kaski
2010 J jnl
Intell. Data Anal.
Jaakko Peltonen, Yusuf Yaslan, Samuel Kaski
2009 B conf
PIMRC
Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo, Ari Hottinen
2009 Misc conf
ICASSP
Jaakko Peltonen, Helena Aidos, Samuel Kaski
2009 conf
WSOM
Jaakko Peltonen
2009 J jnl
Comput. Stat. Data Anal.
Jaakko Peltonen, Jarkko Venna, Samuel Kaski
2007 conf
ECML
Samuel Kaski, Jaakko Peltonen
2007 J jnl
BMC Bioinform.
Merja Oja, Jaakko Peltonen, Jonas Blomberg, Samuel Kaski
2005 J jnl
IEEE Trans. Neural Networks
Jaakko Peltonen, Samuel Kaski
2004
Jaakko Peltonen
2004 J jnl
Neural Networks
Jaakko Peltonen, Arto Klami, Samuel Kaski
2004 A* conf
ICML
Jaakko Peltonen, Janne Sinkkonen, Samuel Kaski
2003 A* conf
ICML
Samuel Kaski, Jaakko Peltonen
2003 conf
Mobile HCI
Jaakko Peltonen, Mark Ollila, Timo Ojala
2003 conf
ECML
Jarkko Venna, Samuel Kaski, Jaakko Peltonen
2002 C conf
ICANN
Jaakko Peltonen, Arto Klami, Samuel Kaski
2001 J jnl
IEEE Trans. Neural Networks
Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen
2001 B conf
DaWaK
Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen
tests/unit/test_apk_cfg_features.py
← Index tests/unit/test_apk_cfg_features.py python
"""
Unit tests for APK CFG feature parity with the Binary Ninja pipeline.

Tests advanced CFG features computed from smali (topology hash, MD-index,
WL-MinHash, prime product, packed adjacency, block features export) and
the slimmed similarity table.

All tests use mocked smali input — no JADX/apktool/Java required.
"""
import pytest

from redb.extractors.decompiler.apk.smali_cfg import (
    SmaliCFGMetrics,
    compute_cfg_metrics,
)
from redb.extractors.decompiler.apk.method_extractor import (
    SMALI_OP_PRIMES,
    compute_prime_product_smali,
    count_call_instructions,
)

pytestmark = [pytest.mark.unit, pytest.mark.apk, pytest.mark.decompile]


# ===================================================================
# Sample smali bodies for testing
# ===================================================================

# Simple linear method: 3 instructions, 1 block
SMALI_LINEAR = """\
    const/4 v0, 0x0
    invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
    return-void
"""

# Diamond CFG: if-else with two paths merging
SMALI_DIAMOND = """\
    const/4 v0, 0x1
    if-eqz v0, :cond_0
    invoke-virtual {p0}, Lcom/Foo;->pathA()V
    goto :goto_0
    :cond_0
    invoke-virtual {p0}, Lcom/Foo;->pathB()V
    :goto_0
    return-void
"""

# Loop: a back edge from goto to a label before it
SMALI_LOOP = """\
    const/4 v0, 0x0
    :loop_start
    add-int/lit8 v0, v0, 0x1
    if-lt v0, v1, :loop_start
    return-void
"""

# Multi-block with several invoke calls
SMALI_MULTI_CALL = """\
    invoke-virtual {p0}, Lcom/Foo;->a()V
    invoke-static {v0}, Lcom/Bar;->b(I)V
    invoke-direct {p0, v1}, Lcom/Baz;-><init>(I)V
    const/4 v0, 0x0
    return-void
"""


# ===================================================================
# TestSmaliCFGMetricsAdvanced — new fields in SmaliCFGMetrics
# ===================================================================

class TestSmaliCFGMetricsAdvanced:
    """Test that advanced CFG fields are populated by compute_cfg_metrics."""

    def test_topology_hash_is_bytes(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert isinstance(m.cfg_topology_hash, bytes)
        assert len(m.cfg_topology_hash) == 16

    def test_topology_hash_nonzero_for_multiblock(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.cfg_topology_hash != b'\x00' * 16

    def test_topology_hash_zero_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.cfg_topology_hash == b'\x00' * 16

    def test_identical_cfg_same_topology_hash(self):
        """Two smali methods with the same CFG structure produce the same hash."""
        smali_a = """\
    const/4 v0, 0x1
    if-eqz v0, :cond_0
    const/4 v1, 0x2
    goto :goto_0
    :cond_0
    const/4 v1, 0x3
    :goto_0
    return-void
"""
        smali_b = """\
    const/4 v5, 0x9
    if-nez v5, :cond_0
    add-int v6, v5, v5
    goto :goto_0
    :cond_0
    sub-int v6, v5, v5
    :goto_0
    return-void
"""
        m_a = compute_cfg_metrics(smali_a)
        m_b = compute_cfg_metrics(smali_b)
        assert m_a.cfg_topology_hash == m_b.cfg_topology_hash

    def test_different_cfg_different_topology_hash(self):
        m_linear = compute_cfg_metrics(SMALI_LINEAR)
        m_diamond = compute_cfg_metrics(SMALI_DIAMOND)
        assert m_linear.cfg_topology_hash != m_diamond.cfg_topology_hash

    def test_md_index_topdown_nonzero(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.md_index_topdown != 0

    def test_md_index_bottomup_nonzero(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.md_index_bottomup != 0

    def test_md_index_zero_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.md_index_topdown == 0
        assert m.md_index_bottomup == 0

    def test_wl_minhash_length(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.wl_minhash) == 128

    def test_wl_minhash_sentinel_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.wl_minhash == [255] * 128

    def test_wl_minhash_values_are_uint8(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        for val in m.wl_minhash:
            assert 0 <= val <= 255

    def test_cfg_adjacency_nonempty_for_multiblock(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.cfg_adjacency) > 0

    def test_cfg_adjacency_empty_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.cfg_adjacency == []

    def test_cfg_adjacency_packed_format(self):
        """Each entry should be (src << 16) | tgt."""
        m = compute_cfg_metrics(SMALI_DIAMOND)
        for edge in m.cfg_adjacency:
            assert isinstance(edge, int)
            src = edge >> 16
            tgt = edge & 0xFFFF
            assert src < m.block_count
            assert tgt < m.block_count

    def test_block_features_exported(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.block_features) == m.block_count
        for bf in m.block_features:
            assert len(bf) == 8  # 7 categories + successor_count

    def test_cfg_feature_tlsh_none_for_small(self):
        """Small methods produce None (< 50 bytes of feature data)."""
        m = compute_cfg_metrics(SMALI_LINEAR)
        # Single-block linear method — too small for TLSH
        assert m.cfg_feature_tlsh is None

    def test_loop_count_with_back_edge(self):
        m = compute_cfg_metrics(SMALI_LOOP)
        assert m.loop_count >= 1


# ===================================================================
# TestPrimeProductSmali
# ===================================================================

class TestPrimeProductSmali:

    def test_empty_returns_zero(self):
        assert compute_prime_product_smali("") == 0

    def test_none_returns_zero(self):
        assert compute_prime_product_smali(None) == 0

    def test_known_computation(self):
        """Single invoke instruction → CALL category → prime 17."""
        smali = "    invoke-virtual {p0}, Lcom/Foo;->bar()V"
        assert compute_prime_product_smali(smali) == 17

    def test_two_instructions(self):
        """const (CONST→2) * invoke (CALL→17) = 34."""
        smali = """\
    const/4 v0, 0x0
    invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
"""
        assert compute_prime_product_smali(smali) == 2 * 17

    def test_skips_directives_and_labels(self):
        """Directives, labels, and comments should be skipped."""
        smali = """\
.registers 2
.line 10
    :label
    # comment
    const/4 v0, 0x0
"""
        # Only const/4 → CONST → prime 2
        assert compute_prime_product_smali(smali) == 2

    def test_position_independent(self):
        """Reordering instructions produces the same product (multiplication is commutative)."""
        smali_a = """\
    add-int v0, v1, v2
    invoke-virtual {p0}, Lcom/Foo;->bar()V
"""
        smali_b = """\
    invoke-virtual {p0}, Lcom/Foo;->bar()V
    add-int v0, v1, v2
"""
        assert compute_prime_product_smali(smali_a) == compute_prime_product_smali(smali_b)

    def test_all_categories_have_primes(self):
        """Every category in SMALI_OP_PRIMES is a positive integer."""
        for cat, prime in SMALI_OP_PRIMES.items():
            assert isinstance(prime, int)
            assert prime >= 1

    def test_mod_2_64(self):
        """Result should be mod 2^64 (doesn't overflow)."""
        # A very long method — product stays within uint64
        smali = "\n".join(["    mul-int v0, v1, v2"] * 1000)
        result = compute_prime_product_smali(smali)
        assert 0 <= result < 2**64


# ===================================================================
# TestCallCount
# ===================================================================

class TestCallCount:

    def test_empty(self):
        assert count_call_instructions("") == 0

    def test_none(self):
        assert count_call_instructions(None) == 0

    def test_single_invoke(self):
        smali = "    invoke-virtual {p0}, Lcom/Foo;->bar()V"
        assert count_call_instructions(smali) == 1

    def test_multiple_invoke_types(self):
        assert count_call_instructions(SMALI_MULTI_CALL) == 3

    def test_non_invoke_not_counted(self):
        smali = """\
    const/4 v0, 0x0
    add-int v1, v0, v0
    return-void
"""
        assert count_call_instructions(smali) == 0


# ===================================================================
# TestSimilarityTableSlimmed
# ===================================================================

class TestSimilarityTableSlimmed:
    """Verify the similarity table no longer contains moved fields."""

    def test_export_similarity_no_block_count(self):
        """block_count should not be in similarity export columns."""
        from redb.extractors.decompiler.DecompileAPK import DecompileAPK
        from unittest.mock import MagicMock

        extractor = DecompileAPK.__new__(DecompileAPK)
        extractor.log = MagicMock()
        extractor.sha256 = "a" * 64
        extractor.sha1 = "b" * 40
        extractor.md5 = "c" * 32
        extractor.analysis_results = {
            "sha256": "a" * 64,
            "sha1": "b" * 40,
            "md5": "c" * 32,
            "similarity_metrics": [{
                "smali_method_hash": "d" * 64,
                "cyclomatic_complexity": 3,
                "ssdeep_smali": None,
                "tlsh_smali": None,
                "minhash": [1, 2, 3],
            }],
        }

        export = extractor.prepare_export_data("ClickHouseExporter")
        sim_cols = export["method_similarity_metrics"]["column_names"]
        assert "block_count" not in sim_cols
        assert "edge_count" not in sim_cols
        assert "loop_count" not in sim_cols
        assert "max_depth" not in sim_cols
        assert "max_fan_out" not in sim_cols
        # These should still be there
        assert "smali_method_hash" in sim_cols
        assert "ssdeep_smali" in sim_cols
        assert "minhash" in sim_cols
        # cyclomatic_complexity moved to cfg table
        assert "cyclomatic_complexity" not in sim_cols


# ===================================================================
# TestCFGTableExport
# ===================================================================

class TestCFGTableExport:
    """Verify the new CFG table is exported correctly."""

    def test_export_cfg_table_present(self):
        from redb.extractors.decompiler.DecompileAPK import DecompileAPK
        from unittest.mock import MagicMock

        extractor = DecompileAPK.__new__(DecompileAPK)
        extractor.log = MagicMock()
        extractor.analysis_results = {
            "sha256": "a" * 64,
            "sha1": "b" * 40,
            "md5": "c" * 32,
            "cfg": [{
                "smali_method_hash": "d" * 64,
                "cfg_topology_hash": b'\x01' * 16,
                "block_count": 4,
                "edge_count": 5,
                "instructions_count": 20,
                "call_count": 3,
                "cyclomatic_complexity": 3,
                "loop_count": 1,
                "max_depth": 2,
                "max_fan_out": 2,
                "md_index_topdown": 12345,
                "md_index_bottomup": 67890,
                "prime_product_smali": 999,
                "cfg_feature_tlsh": None,
                "wl_minhash": [0] * 128,
                "bb_features": [[10, 1, 0, 2, 1, 0, 0, 2]] * 4,
                "cfg_adjacency": [0x00010000, 0x00010002],
            }],
        }

        export = extractor.prepare_export_data("ClickHouseExporter")
        assert "cfg_methods" in export
        cfg_export = export["cfg_methods"]
        assert cfg_export["table"] == "code_apk_cfg_methods"
        assert len(cfg_export["data"]) == 1
        assert "cfg_topology_hash" in cfg_export["column_names"]
        assert "prime_product_smali" in cfg_export["column_names"]
        assert "wl_minhash" in cfg_export["column_names"]
        assert "bb_features" in cfg_export["column_names"]
        assert "cfg_adjacency" in cfg_export["column_names"]
        # Verify column count matches data width
        assert len(cfg_export["column_names"]) == len(cfg_export["data"][0])
        assert len(cfg_export["column_type_names"]) == len(cfg_export["data"][0])