Natalie Ruiz

26 papers A 3B 4C 1Misc 8Journal 1Unranked 8
YearRankTypeTitle / Venue / Authors
2012 J jnl
ACM Trans. Interact. Intell. Syst.
Fang Chen, Natalie Ruiz, Eric H. C. Choi, Julien Epps, M. Asif Khawaja, Ronnie Taib, Bo Yin, Yang Wang
2011
Natalie Ruiz
2011 A conf
IUI
Siyuan Chen, Julien Epps, Natalie Ruiz, Fang Chen
2011 B conf
ICMI
Natalie Ruiz, Ronnie Taib, Fang Chen
2011 conf
INTERACT (4)
Avi Knoll, Yang Wang, Fang Chen, Jie Xu, Natalie Ruiz, Julien Epps, Pega Zarjam
2010 conf
ICMI-MLMI
Natalie Ruiz, Qian Qian Feng, Ronnie Taib, Tara Handke, Fang Chen
2010 Misc conf
OZCHI
Kelvin Cheng, Christian Müller-Tomfelde, Natalie Ruiz
2010 conf
BCS HCI
Natalie Ruiz, Guang Liu, Bo Yin, Damian Farrow, Fang Chen
2009 conf
INTERACT (1)
Natalie Ruiz, Kelvin Cheng, Markus Rittenbruch
2008 A conf
INTERSPEECH
Bo Yin, Natalie Ruiz, Fang Chen, Eliathamby Ambikairajah
2008 C conf
MMSP
Bo Yin, Natalie Ruiz, Fang Chen, Eliathamby Ambikairajah
2008 Misc conf
ICASSP
Bo Yin, Fang Chen, Natalie Ruiz, Eliathamby Ambikairajah
2008 Misc conf
OZCHI
M. Asif Khawaja, Natalie Ruiz, Fang Chen
2007 Misc conf
OZCHI
Bo Yin, Natalie Ruiz, Fang Chen, M. Asif Khawaja
2007 conf
CHI Extended Abstracts
Yu (David) Shi, Natalie Ruiz, Ronnie Taib, Eric H. C. Choi, Fang Chen
2007 conf
MLMI
Ronnie Taib, Natalie Ruiz
2007 conf
IFAC HMS
Yu Shi, Ronnie Taib, Natalie Ruiz, Eric H. C. Choi, Fang Chen
2007 Misc conf
OZCHI
M. Asif Khawaja, Natalie Ruiz, Fang Chen
2007 B conf
ICMI
Natalie Ruiz, Ronnie Taib, Yu (David) Shi, Eric H. C. Choi, Fang Chen
2007 conf
HCI (1)
Ronnie Taib, Natalie Ruiz
2006 Misc conf
OZCHI
Natalie Ruiz, Ronnie Taib, Fang Chen
2006 A conf
IUI
Ronnie Taib, Natalie Ruiz
2006 B conf
LREC
Ronnie Taib, Natalie Ruiz
2005 B conf
ICMI
Fang Chen, Eric H. C. Choi, Julien Epps, Serge Lichman, Natalie Ruiz, Yu (David) Shi, Ronnie Taib, Mike Wu
2005 Misc conf
OZCHI
Ronnie Taib, Natalie Ruiz
2005 Misc conf
OZCHI
Fang Chen, Eric H. C. Choi, Natalie Ruiz, Yu (David) Shi, Ronnie Taib
tests/unit/test_decompile_binja_extractor.py
← Index tests/unit/test_decompile_binja_extractor.py python
"""Unit tests for DecompileBinja (top-level extractor) and prepare_export_data."""
import hashlib
import json
import os
import sys
import pytest
from unittest.mock import MagicMock, patch, PropertyMock
from datetime import datetime

# Install binaryninja stubs
from tests.unit.conftest_binja_stubs import install_binja_stubs
install_binja_stubs()

from redb.extractors.enum import Tag


# ============================================================================
# 7a. DecompileBinja — methods that don't require a live Binary Ninja session
# ============================================================================


class TestDecompileBinjaCalculateMD5:
    def test_calculate_md5(self):
        """calculate_md5("test") returns expected MD5."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = object.__new__(DecompileBinja)
            obj.log = MagicMock()
            result = obj.calculate_md5("test")
            expected = hashlib.md5(b"test").hexdigest()
            assert result == expected


class TestDecompileBinjaTimeouts:
    def _make_extractor(self, env_vars=None):
        """Create a DecompileBinja with mocked Extractor.__init__."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            if env_vars:
                with patch.dict(os.environ, env_vars, clear=False):
                    obj = DecompileBinja.__new__(DecompileBinja)
                    obj.log = MagicMock()
                    obj.analysis_results = None
                    obj.binja_decompiler = None
                    obj.filetype = None
                    obj.goresym_data = None
                    obj.goresym_output_path = None
                    # Re-run timeout logic
                    try:
                        obj.BINJA_TIMEOUT = int(os.getenv("BINJA_TIMEOUT", "1200"))
                    except ValueError:
                        obj.BINJA_TIMEOUT = 1200
                    try:
                        obj.DECOMPILE_EXTRACTOR_TIMEOUT = int(
                            os.getenv("DECOMPILE_EXTRACTOR_TIMEOUT", "2580")
                        )
                    except ValueError:
                        obj.DECOMPILE_EXTRACTOR_TIMEOUT = 2580
                    return obj
            else:
                obj = DecompileBinja.__new__(DecompileBinja)
                obj.log = MagicMock()
                obj.analysis_results = None
                obj.binja_decompiler = None
                obj.filetype = None
                obj.goresym_data = None
                obj.goresym_output_path = None
                obj.BINJA_TIMEOUT = 1200
                obj.DECOMPILE_EXTRACTOR_TIMEOUT = 2580
                return obj

    def test_timeout_defaults(self):
        obj = self._make_extractor()
        assert obj.BINJA_TIMEOUT == 1200
        assert obj.DECOMPILE_EXTRACTOR_TIMEOUT == 2580

    def test_timeout_from_env(self):
        obj = self._make_extractor(env_vars={"BINJA_TIMEOUT": "600"})
        assert obj.BINJA_TIMEOUT == 600

    def test_timeout_invalid_env(self):
        obj = self._make_extractor(env_vars={"BINJA_TIMEOUT": "not_a_number"})
        assert obj.BINJA_TIMEOUT == 1200


class TestDecompileBinjaDotnet:
    def _make_extractor(self, filetype=None):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.filetype = filetype
            obj.filepath = "/tmp/fake.bin"
            obj.binary = b"\x00" * 100
            obj.hash = MagicMock()
            obj.hash.sha256 = "a" * 64
            return obj

    def test_is_dotnet_non_pe(self):
        obj = self._make_extractor(filetype="elf")
        assert obj.is_dotnet() is False

    def test_is_dotnet_pe_without_com(self):
        """PE without .NET COM descriptor -> False."""
        obj = self._make_extractor(filetype="pebin")
        # Mock magic to not have .Net
        with patch("redb.extractors.decompiler.DecompileBinja.magic") as mock_magic:
            mock_magic.from_buffer.return_value = "PE32 executable"
            with patch("redb.extractors.decompiler.DecompileBinja.pefile") as mock_pefile:
                mock_pe = MagicMock()
                entry = MagicMock()
                entry.name = "IMAGE_DIRECTORY_ENTRY_IMPORT"
                entry.Size = 100
                mock_pe.OPTIONAL_HEADER.DATA_DIRECTORY = [entry]
                mock_pefile.PE.return_value = mock_pe
                assert obj.is_dotnet() is False

    def test_is_dotnet_pe_with_com_descriptor(self):
        """PE with COM descriptor -> True."""
        obj = self._make_extractor(filetype="pebin")
        with patch("redb.extractors.decompiler.DecompileBinja.magic") as mock_magic:
            mock_magic.from_buffer.return_value = "PE32 executable"
            with patch("redb.extractors.decompiler.DecompileBinja.pefile") as mock_pefile:
                mock_pe = MagicMock()
                entry = MagicMock()
                entry.name = "IMAGE_DIRECTORY_ENTRY_COM_DESCRIPTOR"
                entry.Size = 72
                mock_pe.OPTIONAL_HEADER.DATA_DIRECTORY = [entry]
                mock_pefile.PE.return_value = mock_pe
                assert obj.is_dotnet() is True


class TestDecompileBinjaGolang:
    def _make_extractor(self, filetype=None):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.filetype = filetype
            obj.filepath = "/tmp/fake.bin"
            obj.hash = MagicMock()
            obj.hash.sha256 = "a" * 64
            return obj

    def test_is_golang_non_elf_pe(self):
        obj = self._make_extractor(filetype=None)
        assert obj.is_golang() is False

    def test_is_golang_elf_with_go_sections(self):
        """ELF with .gopclntab section -> True."""
        obj = self._make_extractor(filetype="elf")
        with patch("builtins.open", MagicMock()):
            with patch("redb.extractors.decompiler.DecompileBinja.ELFFile") as mock_elf_cls:
                mock_elf = MagicMock()
                sec1 = MagicMock()
                sec1.name = ".text"
                sec1.__getitem__ = lambda self, k: 0x2 if k == "sh_flags" else 0
                sec1.data.return_value = b""
                sec2 = MagicMock()
                sec2.name = ".gopclntab"
                sec2.__getitem__ = lambda self, k: 0x2 if k == "sh_flags" else 0
                sec2.data.return_value = b""
                mock_elf.iter_sections.return_value = [sec1, sec2]
                mock_elf_cls.return_value = mock_elf
                assert obj.is_golang() is True

    def test_is_golang_elf_without_go(self):
        obj = self._make_extractor(filetype="elf")
        with patch("builtins.open", MagicMock()):
            with patch("redb.extractors.decompiler.DecompileBinja.ELFFile") as mock_elf_cls:
                mock_elf = MagicMock()
                sec = MagicMock()
                sec.name = ".text"
                sec.__getitem__ = lambda self, k: 0x2 if k == "sh_flags" else 0
                sec.data.return_value = b"no go signatures here"
                mock_elf.iter_sections.return_value = [sec]
                mock_elf_cls.return_value = mock_elf
                assert obj.is_golang() is False


class TestDecompileBinjaTag:
    def test_tag_returns_decompiled(self):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            assert obj.tag() == Tag.DECOMPILED.value


class TestDecompileBinjaContextManager:
    def test_context_manager_protocol(self):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.binja_decompiler = None
            obj.goresym_output_path = None
            assert obj.__enter__() is obj
            # __exit__ calls cleanup_run
            obj.__exit__(None, None, None)

    def test_cleanup_run_clears_state(self):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.binja_decompiler = MagicMock()
            obj.goresym_output_path = None
            obj.cleanup_run()
            assert obj.binja_decompiler is None


class TestDecompileBinjaExtract:
    def test_extract_timeout_handling(self):
        """Thread timeout -> returns None and calls cleanup."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.analysis_results = None
            obj.binja_decompiler = None
            obj.goresym_output_path = None
            obj.DECOMPILE_EXTRACTOR_TIMEOUT = 0  # Immediate timeout
            obj.sha256 = "a" * 64
            obj.sha1 = "b" * 40
            obj.md5 = "c" * 32
            # Mock analyze_binary to block
            import threading
            obj.analyze_binary = lambda: None
            result = obj.extract()
            assert result is None

    def test_analyze_binary_skips_dotnet(self):
        """Dotnet binary -> analyze_binary returns None."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.filetype = "pebin"
            obj.filepath = "/fake"
            obj.hash = MagicMock()
            obj.hash.sha256 = "a" * 64
            obj.binja_decompiler = None
            obj.goresym_output_path = None
            obj.goresym_data = None
            obj.BINJA_TIMEOUT = 60
            obj.exporters = []
            obj.index_prefix = None
            with patch.object(obj, "is_dotnet", return_value=True):
                result = obj.analyze_binary()
                assert result is None


# ============================================================================
# 7b. prepare_export_data (ClickHouse schema)
# ============================================================================


class TestPrepareExportData:
    def _make_extractor_with_results(self, goresym_data=None):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.goresym_data = goresym_data
            obj.analysis_results = {
                "sha256": "a" * 64,
                "sha1": "b" * 40,
                "md5": "c" * 32,
                "decompiled": [
                    {
                        "decompiled_function_hash": "h" * 64,
                        "decompiled_function": "void test() {}",
                        "decompiled_function_name": "test",
                        "decompiled_function_prototype": "void test()",
                        "decompiled_function_address": 0x1000,
                        "function_type": "USER",
                        "functions_caller": [],
                        "functions_call": [],
                        "disassembled_function_hash": "d" * 64,
                        "flattened_score": 0.0,
                        "mba_score": 0.0,
                    }
                ],
                "disassembled": [
                    {
                        "disassembled_function_hash": "d" * 64,
                        "disassembled_function": "0x1000: push rbp",
                        "disassembled_function_no_addresses": "push rbp",
                        "disassembled_function_name": "test",
                        "disassembled_function_address": 0x1000,
                        "function_type": "USER",
                        "instructions_count": 5,
                        "instructions_types": ["DATA_MOVEMENT"],
                        "control_flow_count": 1,
                        "memory_access_pattern": ["MEM_STACK"],
                        "register_usage": ["GPR"],
                        "data_references_count": 0,
                        "max_block_size": 5,
                        "num_calls": 1,
                        "stack_size": -8,
                        "decompiled_function_hash": "h" * 64,
                        "tlsh_disassembly": None,
                        "tlsh_llil": None,
                        "minhash": [1, 2, 3],
                        "cyclomatic_complexity": 2,
                    }
                ],
                "cfg": [
                    {
                        "function_address": 0x1000,
                        "disassembled_function_hash": "d" * 64,
                        "cfg_topology_hash": b'\x00' * 16,
                        "block_count": 3,
                        "edge_count": 4,
                        "llil_total_operations": 20,
                        "call_count": 1,
                        "cyclomatic_complexity": 3,
                        "loop_count": 1,
                        "max_depth": 2,
                        "max_fan_out": 2,
                        "md_index_topdown": 12345,
                        "md_index_bottomup": 67890,
                        "prime_product_llil": 99999,
                        "cfg_feature_tlsh": None,
                        "wl_minhash": [0] * 128,
                        "bb_features": [[5, 1, 0, 2, 0, 1, 1, 2]] * 3,
                        "cfg_adjacency": [(0 << 16) | 1, (0 << 16) | 2, (1 << 16) | 2],
                    }
                ],
                "llil": [
                    {
                        "sha256_llil": "l" * 64,
                        "function_type": "USER",
                        "instructions_types_llil": [],
                        "control_flow_count_llil": 0,
                        "memory_access_pattern_llil": [],
                        "register_usage": {},
                        "total_reg_reads": 0,
                        "total_reg_written": 0,
                        "data_references_count": 0,
                        "max_block_size": 5,
                        "num_calls": 0,
                        "stack_size": -8,
                        "body_llil_vector": [],
                        "function_address": 0x1000,
                        "disassembled_function_hash": "d" * 64,
                        "tlsh_disassembly": None,
                        "tlsh_llil": None,
                    }
                ],
                "errors": [],
                "strings": [
                    {
                        "string": "Hello",
                        "string_raw": "Hello",
                        "string_encoding": "Utf8String",
                        "string_offset": 0,
                        "string_length": 5,
                        "string_raw_length": 5,
                        "string_entropy": 2.32,
                    }
                ],
            }
            return obj

    def test_prepare_export_returns_none_no_results(self):
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.analysis_results = None
            result = obj.prepare_export_data("ClickHouseExporter")
            assert result is None

    def test_prepare_export_multi_table_flag(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        assert result["multi_table"] is True

    def test_prepare_export_all_tables_present(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        expected_tables = [
            "decompiled_content",
            "decompiled_refs",
            "disassembled_content",
            "disassembled_refs",
            "llil_content",
            "llil_refs",
            "cfg_functions",
            "function_similarity_metrics",
            "strings_raw",
        ]
        for table in expected_tables:
            assert table in result, f"Missing table: {table}"

    def test_prepare_export_decompiled_content_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["decompiled_content"]
        assert len(table["column_names"]) == len(table["column_type_names"])
        assert "decompiled_function_hash" in table["column_names"]

    def test_prepare_export_decompiled_refs_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["decompiled_refs"]
        assert len(table["column_names"]) == len(table["column_type_names"])
        assert "sha256" in table["column_names"]

    def test_prepare_export_disassembled_content_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["disassembled_content"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_disassembled_refs_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["disassembled_refs"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_llil_content_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["llil_content"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_llil_refs_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["llil_refs"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_cfg_functions_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["cfg_functions"]
        assert len(table["column_names"]) == len(table["column_type_names"])
        assert table["table"] == "code_binja_cfg_functions"
        assert "cfg_topology_hash" in table["column_names"]
        assert "wl_minhash" in table["column_names"]
        assert "bb_features" in table["column_names"]

    def test_prepare_export_function_similarity_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["function_similarity_metrics"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_strings_raw_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["strings_raw"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_errors_schema(self):
        obj = self._make_extractor_with_results()
        result = obj.prepare_export_data("ClickHouseExporter")
        table = result["function_analysis_errors"]
        assert len(table["column_names"]) == len(table["column_type_names"])

    def test_prepare_export_golang_metadata_present(self):
        obj = self._make_extractor_with_results(goresym_data={"UserFunctions": []})
        result = obj.prepare_export_data("ClickHouseExporter")
        assert "golang_metadata" in result

    def test_prepare_export_golang_metadata_absent(self):
        obj = self._make_extractor_with_results(goresym_data=None)
        result = obj.prepare_export_data("ClickHouseExporter")
        assert "golang_metadata" not in result


class TestPrepareHelperFunctions:
    """Test the helper functions inside prepare_export_data."""

    def test_prepare_array_field_none(self):
        # The prepare_array_field function converts None -> []
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.goresym_data = None
            obj.analysis_results = {
                "sha256": "a" * 64, "sha1": "b" * 40, "md5": "c" * 32,
                "decompiled": [], "disassembled": [], "cfg": [], "llil": [],
                "errors": [], "strings": [],
            }
            result = obj.prepare_export_data("ClickHouseExporter")
            # Verify the export succeeds (function works even with empty lists)
            assert result is not None

    def test_prepare_array_field_list(self):
        """List values pass through."""
        # Verified through the export data containing arrays
        pass

    def test_prepare_register_usage_map(self):
        """Dict converted to {reg: (reads, writes)} tuples."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.goresym_data = None
            obj.analysis_results = {
                "sha256": "a" * 64, "sha1": "b" * 40, "md5": "c" * 32,
                "decompiled": [], "disassembled": [],
                "cfg": [],
                "llil": [{
                    "sha256_llil": "l" * 64, "function_type": "USER",
                    "instructions_types_llil": [], "control_flow_count_llil": 0,
                    "memory_access_pattern_llil": [],
                    "register_usage": {"rbx": {"reads": 3, "writes": 1}},
                    "total_reg_reads": 3, "total_reg_written": 1,
                    "data_references_count": 0, "max_block_size": 5,
                    "num_calls": 0, "stack_size": 0,
                    "body_llil_vector": [],
                    "function_address": 0x1000,
                    "disassembled_function_hash": "d" * 64,
                    "tlsh_disassembly": None,
                    "tlsh_llil": None,
                }],
                "errors": [], "strings": [],
            }
            result = obj.prepare_export_data("ClickHouseExporter")
            # The LLIL content data should have register_usage_llil as a map
            llil_data = result["llil_content"]["data"]
            assert len(llil_data) == 1
            # Column index 5 is register_usage_llil
            reg_map = llil_data[0][5]
            assert reg_map == {"rbx": (3, 1)}

    def test_prepare_register_usage_map_empty(self):
        """Empty/None register usage -> {}."""
        with patch("redb.extractors.decompiler.DecompileBinja.Extractor.__init__", return_value=None):
            from redb.extractors.decompiler.DecompileBinja import DecompileBinja
            obj = DecompileBinja.__new__(DecompileBinja)
            obj.log = MagicMock()
            obj.goresym_data = None
            obj.analysis_results = {
                "sha256": "a" * 64, "sha1": "b" * 40, "md5": "c" * 32,
                "decompiled": [], "disassembled": [],
                "cfg": [],
                "llil": [{
                    "sha256_llil": "l" * 64, "function_type": "USER",
                    "instructions_types_llil": [], "control_flow_count_llil": 0,
                    "memory_access_pattern_llil": [],
                    "register_usage": None,
                    "total_reg_reads": 0, "total_reg_written": 0,
                    "data_references_count": 0, "max_block_size": 0,
                    "num_calls": 0, "stack_size": 0,
                    "body_llil_vector": [],
                    "function_address": 0x1000,
                    "disassembled_function_hash": "d" * 64,
                    "tlsh_disassembly": None,
                    "tlsh_llil": None,
                }],
                "errors": [], "strings": [],
            }
            result = obj.prepare_export_data("ClickHouseExporter")
            llil_data = result["llil_content"]["data"]
            reg_map = llil_data[0][5]
            assert reg_map == {}