diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..4046711
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,41 @@
+name: Release to PyPI
+on:
+ release:
+ types: [published]
+ push:
+ tags:
+ - v*.*.*
+
+jobs:
+ build-and-publish:
+ runs-on: ubuntu-20.04
+ steps:
+ - uses: actions/checkout@v2
+ - name: Set up Python
+ uses: actions/setup-python@v2
+ with:
+ python-version: 3.8
+ - name: Install Poetry
+ uses: abatilo/actions-poetry@v2.0.0
+ with:
+ poetry-version: 1.2
+ - name: Verify versioning
+ run: |
+ [ "$(poetry version -s)" == "${GITHUB_REF#refs/tags/v}" ]
+ - name: Install dependencies
+ run: poetry install
+ - name: Run tests
+ run: poetry run pytest
+ - name: Build packages
+ run: poetry build
+ - name: Configure Poetry
+ run: |
+ poetry config repositories.testpypi https://test.pypi.org/legacy/
+ poetry config pypi-token.testpypi ${{ secrets.TEST_PYPI_API_TOKEN }}
+ poetry config pypi-token.pypi "${{ secrets.PYPI_API_TOKEN }}"
+ - name: Publish to test PyPI
+ if: ${{ github.event_name == 'push' }}
+ run: poetry publish -r testpypi
+ - name: Publish to PyPI
+ if: ${{ github.event_name == 'release' }}
+ run: poetry publish
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..689abf2
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,43 @@
+name: Test
+on:
+ push:
+ branches: [ "*" ]
+ pull_request:
+ branches: [ "*" ]
+ workflow_dispatch:
+
+jobs:
+ test:
+ strategy:
+ matrix:
+ os: [ 'ubuntu-20.04' ]
+ python-version: [ '3.8', '3.9', '3.10' ]
+ poetry-version: [ '1.2' ]
+ runs-on: ${{ matrix.os }}
+ steps:
+ - uses: actions/checkout@v2
+ - name: Set up Python
+ uses: actions/setup-python@v2
+ with:
+ python-version: ${{ matrix.python-version }}
+ - name: Install Poetry
+ uses: abatilo/actions-poetry@v2.0.0
+ with:
+ poetry-version: ${{ matrix.poetry-version }}
+ - name: Install dependencies
+ run: poetry install
+ - name: Run tests
+ run: poetry run pytest --cov=sigma --cov-report term --cov-report xml:cov.xml -vv
+ - name: Store coverage for badge
+ if: ${{ runner.os == 'Linux' }}
+ run: poetry run python print-coverage.py >> $GITHUB_ENV
+ - name: Create coverage badge
+ if: ${{ github.repository == 'wagga40/pySigma-backend-sqlite' && github.event_name == 'push' && runner.os == 'Linux' }}
+ uses: schneegans/dynamic-badges-action@v1.1.0
+ with:
+ auth: ${{ secrets.GIST_SECRET }}
+ gistID: GitHub Gist identifier containing coverage badge JSON expected by shields.io.
+ filename: wagga40-pySigma-backend-sqlite.json
+ label: Coverage
+ message: ${{ env.COVERAGE }}
+ color: ${{ env.COVERAGE_COLOR }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..cbd7ce5
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,177 @@
+.coverage*
+.vscode/
+**/__pycache__
+.pytest_cache/
+cov.xml
+dist/
+docs/_build
+.venv/
+
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+docs/site
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+/venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+.vscode/
+caches/
+.idea/
+__pypackages__
+.pdm.toml
+.pdm-python
+temp.py
+
+# Pyannotate generated stubs
+type_info.json
+.pdm-build/
+src/pdm/models/VERSION
\ No newline at end of file
diff --git a/LICENSE b/LICENSE
index f288702..0adb16c 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,674 +1,166 @@
- GNU GENERAL PUBLIC LICENSE
- Version 3, 29 June 2007
-
- Copyright (C) 2007 Free Software Foundation, Inc.
- Everyone is permitted to copy and distribute verbatim copies
- of this license document, but changing it is not allowed.
-
- Preamble
-
- The GNU General Public License is a free, copyleft license for
-software and other kinds of works.
-
- The licenses for most software and other practical works are designed
-to take away your freedom to share and change the works. By contrast,
-the GNU General Public License is intended to guarantee your freedom to
-share and change all versions of a program--to make sure it remains free
-software for all its users. We, the Free Software Foundation, use the
-GNU General Public License for most of our software; it applies also to
-any other work released this way by its authors. You can apply it to
-your programs, too.
-
- When we speak of free software, we are referring to freedom, not
-price. Our General Public Licenses are designed to make sure that you
-have the freedom to distribute copies of free software (and charge for
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-
- Developers that use the GNU GPL protect your rights with two steps:
-(1) assert copyright on the software, and (2) offer you this License
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-covered work is covered by this License only if the output, given its
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..2a23b45
--- /dev/null
+++ b/README.md
@@ -0,0 +1,64 @@
+# pySigma SQLite Backend
+
+### **PLEASE NOTE THAT THIS IS A WORK IN PROGRESS**
+
+This is the SQLite backend for pySigma. It provides the package `sigma.backends.sqlite` with the `sqliteBackend` class.
+Further, it contains the following processing pipelines in `sigma.pipelines.sqlite` **(which is empty for now)**
+
+For now, this backend aims to be compatible with [Zircolite](https://github.com/wagga40/Zircolite) which uses pure SQLite queries to perform SIGMA-based detection on EVTX, Auditd, Sysmon for linux, XML or JSONL/NDJSON Logs.
+
+It supports the following output formats:
+
+* default: plain SQLite queries
+* zircolite : SQLite queries in JSON format for Zircolite
+
+This backend is currently maintained by:
+
+* [wagga](https://github.com/wagga40/)
+
+# Quick Start
+
+## Example script (default output) with sysmon pipeline
+
+```python
+from sigma.collection import SigmaCollection
+from sigma.backends.sqlite import sqlite
+from sigma.pipelines.sysmon import sysmon_pipeline
+from sigma.pipelines.windows import windows_logsource_pipeline
+
+from sigma.processing.resolver import ProcessingPipelineResolver
+
+# Create the pipeline resolver
+piperesolver = ProcessingPipelineResolver()
+# Add pipelines
+piperesolver.add_pipeline_class(sysmon_pipeline()) # Sysmon
+piperesolver.add_pipeline_class(windows_logsource_pipeline()) # Windows
+# Create a combined pipeline
+combined_pipeline = piperesolver.resolve(piperesolver.pipelines)
+# Instantiate backend using the combined pipeline
+sqlite_backend = sqlite.sqliteBackend(combined_pipeline)
+# Change to sqlite_backend.convert_rule(rule, "zircolite")[0] tu use "zircolite" format
+
+rule = SigmaCollection.from_yaml(
+r"""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ fieldA: valueA
+ fieldB: valueB
+ condition: sel
+""")
+
+print(sqlite_backend.convert(rule)[0])
+```
+
+## Running
+
+```shell
+poetry poetry run python3 example.py
+
+```
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..900620e
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,438 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+ {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+ {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.2.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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+ {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
+ {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
+]
+
+[[package]]
+name = "requests"
+version = "2.31.0"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
+ {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
+]
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+ {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.0.4"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+ {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8"
+content-hash = "e79828503be1e39236d05318fa6ff312a4ddd379bf58f57f99397fb24f8ef045"
diff --git a/print-coverage.py b/print-coverage.py
new file mode 100644
index 0000000..65667a0
--- /dev/null
+++ b/print-coverage.py
@@ -0,0 +1,15 @@
+# Prints code testing coverage as percentage for badge generation.
+import xml.etree.ElementTree as et
+
+tree = et.parse("cov.xml")
+root = tree.getroot()
+coverage = float(root.attrib["line-rate"]) * 100
+print(f"COVERAGE={coverage:3.4}%")
+if coverage >= 95.0:
+ print("COVERAGE_COLOR=green")
+elif coverage >= 90.0:
+ print("COVERAGE_COLOR=yellow")
+elif coverage >= 85.0:
+ print("COVERAGE_COLOR=orange")
+else:
+ print("COVERAGE_COLOR=red")
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..e4f12d8
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,53 @@
+[tool.poetry]
+name = "pySigma-backend-sqlite"
+version = "0.1.0"
+description = "pySigma sqlite backend"
+authors = ["wagga "]
+license = "LGPL-3.0-only"
+repository = "https://github.com/wagga40/pySigma-backend-sqlite"
+packages = [
+ { include = "sigma" }
+]
+
+[tool.poetry.dependencies]
+python = "^3.8"
+pysigma = "^0.9.0"
+pysigma-pipeline-sysmon = "^1.0.2"
+pysigma-pipeline-windows = "^1.1.0"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^7.4.0"
+pytest-cov = "^4.1.0"
+coverage = "^7.3.0"
+
+
+[tool.pdm]
+[tool.pdm.dev-dependencies]
+dev = []
+
+[tool.pdm.build]
+includes = ["sigma"]
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[project]
+authors = [
+ {name = "wagga", email = "wagga"},
+]
+license = {text = "LGPL-3.0-only"}
+requires-python = ">=3.8,<4.0"
+dependencies = [
+ "pysigma>=0.10.2",
+]
+name = "pySigma-backend-sqlite"
+version = "0.1.0"
+description = "pySigma sqlite backend"
+
+[project.urls]
+repository = "https://github.com/wagga40/pySigma-backend-sqlite"
+
+[project.group.dev.dependencies]
+pytest = "^7.4.0"
+pytest-cov = "^4.1.0"
+coverage = "^7.3.0"
diff --git a/sigma/backends/sqlite/__init__.py b/sigma/backends/sqlite/__init__.py
new file mode 100644
index 0000000..55c619f
--- /dev/null
+++ b/sigma/backends/sqlite/__init__.py
@@ -0,0 +1,5 @@
+from .sqlite import sqliteBackend
+
+backends = { # Mapping between backend identifiers and classes. This is used by the pySigma plugin system to recognize backends and expose them with the identifier.
+ "sqlite": sqliteBackend,
+}
\ No newline at end of file
diff --git a/sigma/backends/sqlite/sqlite.py b/sigma/backends/sqlite/sqlite.py
new file mode 100644
index 0000000..5302cb5
--- /dev/null
+++ b/sigma/backends/sqlite/sqlite.py
@@ -0,0 +1,243 @@
+from sigma.conversion.deferred import DeferredQueryExpression
+from sigma.conversion.state import ConversionState
+from sigma.exceptions import SigmaFeatureNotSupportedByBackendError, SigmaValueError
+from sigma.rule import SigmaRule
+from sigma.conversion.base import TextQueryBackend
+from sigma.conditions import ConditionItem, ConditionAND, ConditionOR, ConditionNOT, ConditionValueExpression, ConditionFieldEqualsValueExpression
+from sigma.types import SigmaCompareExpression, SigmaString, SpecialChars, SigmaRegularExpressionFlag
+
+import re
+import json
+from typing import ClassVar, Dict, List, Optional, Pattern, Tuple, Union, Any
+
+class sqliteBackend(TextQueryBackend):
+ """SQLite backend."""
+
+ # Operator precedence: tuple of Condition{AND,OR,NOT} in order of precedence.
+ # The backend generates grouping if required
+ name : ClassVar[str] = "SQLite backend"
+ formats : Dict[str, str] = {
+ "default": "Plain SQLite queries",
+ "zircolite": "Zircolite JSON format",
+ }
+ requires_pipeline : bool = False # TODO: does the backend requires that a processing pipeline is provided? This information can be used by user interface programs like Sigma CLI to warn users about inappropriate usage of the backend.
+
+ precedence : ClassVar[Tuple[ConditionItem, ConditionItem, ConditionItem]] = (ConditionNOT, ConditionAND, ConditionOR)
+ parenthesize : bool = True
+ group_expression : ClassVar[str] = "({expr})" # Expression for precedence override grouping as format string with {expr} placeholder
+
+ # Generated query tokens
+ token_separator : str = " " # separator inserted between all boolean operators
+ or_token : ClassVar[str] = "OR"
+ and_token : ClassVar[str] = "AND"
+ not_token : ClassVar[str] = "NOT"
+ eq_token : ClassVar[str] = "=" # Token inserted between field and value (without separator)
+
+ # String output
+ ## Fields
+ ### Quoting
+
+ # SQLite correct way to handle field name is detailed here : https://sqlite.org/lang_keywords.html.
+ # Double-quoting should be the way to go. But since in some case quotes are interpreted as literals we need to find an alternative.
+ # Obviously, we cannot use "[" and "]", because it is 2 different characters, so we are left with "`" (MySQL).
+ field_quote : ClassVar[str] = "`" # Character used to quote field characters if field_quote_pattern matches (or not, depending on field_quote_pattern_negation). No field name quoting is done if not set.
+ field_quote_pattern : ClassVar[Pattern] = re.compile("^[a-zA-Z0-9_]*$") # Quote field names if this pattern (doesn't) matches, depending on field_quote_pattern_negation. Field name is always quoted if pattern is not set.
+ field_quote_pattern_negation : ClassVar[bool] = True # Negate field_quote_pattern result. Field name is quoted if pattern doesn't matches if set to True (default).
+
+ ### Escaping
+ #field_escape : ClassVar[str] = "\\" # Character to escape particular parts defined in field_escape_pattern.
+ #field_escape_quote : ClassVar[bool] = True # Escape quote string defined in field_quote
+ #field_escape_pattern : ClassVar[Pattern] = re.compile("\\s") # All matches of this pattern are prepended with the string contained in field_escape.
+
+ ## Values
+ str_quote : ClassVar[str] = "'" # string quoting character (added as escaping character)
+ #str_quote_pattern: ClassVar[Pattern] = re.compile(r"^.*%{1,}.*|.*_{1,}.*$")
+ #str_quote_pattern_negation: ClassVar[bool] = True
+
+ escape_char : ClassVar[str] = "\\" # Escaping character for special characters inside string
+ wildcard_multi : ClassVar[str] = "%" # Character used as multi-character wildcard
+ wildcard_single : ClassVar[str] = "_" # Character used as single-character wildcard
+ add_escaped : ClassVar[str] = "\"" # Characters quoted in addition to wildcards and string quote
+ #filter_chars : ClassVar[str] = "" # Characters filtered
+ bool_values : ClassVar[Dict[bool, str]] = { # Values to which boolean values are mapped.
+ True: "true",
+ False: "false",
+ }
+
+ # String matching operators. if none is appropriate eq_token is used.
+ startswith_expression : ClassVar[str] = "{field} LIKE '{value}%'"
+ endswith_expression : ClassVar[str] = "{field} LIKE '%{value}'"
+ contains_expression : ClassVar[str] = "{field} LIKE '%{value}%'"
+ wildcard_match_expression : ClassVar[str] = "{field} LIKE '%{value}%'" # Special expression if wildcards can't be matched with the eq_token operator
+
+ # Special expression if wildcards can't be matched with the eq_token operator
+ wildcard_match_str_expression: ClassVar[str] = "{field} LIKE '%{value}%'"
+ #wildcard_match_num_expression: ClassVar[str] = "{field} LIKE '%{value}%'"
+
+ # Regular expressions
+ # Regular expression query as format string with placeholders {field}, {regex}, {flag_x} where x
+ # is one of the flags shortcuts supported by Sigma (currently i, m and s) and refers to the
+ # token stored in the class variable re_flags.
+ re_expression : ClassVar[str] = "{field} REGEXP '{regex}'"
+ re_escape_char : ClassVar[str] = r""" \ """ # Character used for escaping in regular expressions
+ re_escape : ClassVar[Tuple[str]] = () # List of strings that are escaped
+ re_escape_escape_char : bool = True # If True, the escape character is also escaped
+ re_flag_prefix : bool = True # If True, the flags are prepended as (?x) group at the beginning of the regular expression, e.g. (?i). If this is not supported by the target, it should be set to False.
+
+ # Mapping from SigmaRegularExpressionFlag values to static string templates that are used in
+ # flag_x placeholders in re_expression template.
+ # By default, i, m and s are defined. If a flag is not supported by the target query language,
+ # remove it from re_flags or don't define it to ensure proper error handling in case of appearance.
+ # re_flags : Dict[SigmaRegularExpressionFlag, str] = {}
+
+ # Numeric comparison operators
+ compare_op_expression : ClassVar[str] = "{field} {operator} {value}" # Compare operation query as format string with placeholders {field}, {operator} and {value}
+ # Mapping between CompareOperators elements and strings used as replacement for {operator} in compare_op_expression
+ compare_operators : ClassVar[Dict[SigmaCompareExpression.CompareOperators, str]] = {
+ SigmaCompareExpression.CompareOperators.LT : "<",
+ SigmaCompareExpression.CompareOperators.LTE : "<=",
+ SigmaCompareExpression.CompareOperators.GT : ">",
+ SigmaCompareExpression.CompareOperators.GTE : ">=",
+ }
+
+ # Expression for comparing two event fields
+ field_equals_field_expression : ClassVar[Optional[str]] = None # Field comparison expression with the placeholders {field1} and {field2} corresponding to left field and right value side of Sigma detection item
+ field_equals_field_escaping_quoting : Tuple[bool, bool] = (True, True) # If regular field-escaping/quoting is applied to field1 and field2. A custom escaping/quoting can be implemented in the convert_condition_field_eq_field_escape_and_quote method.
+
+ # Null/None expressions
+ field_null_expression : ClassVar[str] = "{field} IS NULL" # Expression for field has null value as format string with {field} placeholder for field name
+
+ # Field existence condition expressions.
+ #field_exists_expression : ClassVar[str] = "exists({field})" # Expression for field existence as format string with {field} placeholder for field name
+ #field_not_exists_expression : ClassVar[str] = "notexists({field})" # Expression for field non-existence as format string with {field} placeholder for field name. If not set, field_exists_expression is negated with boolean NOT.
+
+ # Field value in list, e.g. "field in (value list)" or "field containsall (value list)"
+ convert_or_as_in : ClassVar[bool] = False # Convert OR as in-expression
+ convert_and_as_in : ClassVar[bool] = False # Convert AND as in-expression
+ in_expressions_allow_wildcards : ClassVar[bool] = False # Values in list can contain wildcards. If set to False (default) only plain values are converted into in-expressions.
+ field_in_list_expression : ClassVar[str] = "{field} {op} ({list})" # Expression for field in list of values as format string with placeholders {field}, {op} and {list}
+ or_in_operator : ClassVar[str] = "IN" # Operator used to convert OR into in-expressions. Must be set if convert_or_as_in is set
+ #and_in_operator : ClassVar[str] = "contains-all" # Operator used to convert AND into in-expressions. Must be set if convert_and_as_in is set
+ list_separator : ClassVar[str] = ", " # List element separator
+
+ # Value not bound to a field
+
+ # TODO : SQlite only handles FTS ("MATCH") with virtual tables. Not Handled for now.
+ #unbound_value_str_expression : ClassVar[str] = "MATCH {value}" # Expression for string value not bound to a field as format string with placeholder {value}
+ #unbound_value_num_expression : ClassVar[str] = 'MATCH {value}' # Expression for number value not bound to a field as format string with placeholder {value}
+
+ # Query finalization: appending and concatenating deferred query part
+ deferred_start : ClassVar[str] = "" # String used as separator between main query and deferred parts
+ deferred_separator : ClassVar[str] = "" # String used to join multiple deferred query parts
+ deferred_only_query : ClassVar[str] = "" # String used as query if final query only contains deferred expression
+
+ table = ''
+
+ def convert_value_str(self, s: SigmaString, state: ConversionState, no_quote: bool=False) -> str:
+ """Convert a SigmaString into a plain string which can be used in query."""
+ converted = s.convert(
+ self.escape_char,
+ self.wildcard_multi,
+ self.wildcard_single,
+ self.str_quote + self.add_escaped,
+ self.filter_chars,
+ )
+ if self.decide_string_quoting(s) and not no_quote:
+ return self.quote_string(converted)
+ else:
+ return converted
+
+ def convert_condition_field_eq_val_str(
+ self, cond: ConditionFieldEqualsValueExpression, state: ConversionState
+ ) -> Union[str, DeferredQueryExpression]:
+ """Conversion of field = string value expressions"""
+ try:
+ remove_quote = True # Expressions that use "LIKE" (starswith, endswith, ...) don't need supplemental quotes
+
+ if ( # Check conditions for usage of 'startswith' operator
+ self.startswith_expression is not None # 'startswith' operator is defined in backend
+ and cond.value.endswith(SpecialChars.WILDCARD_MULTI) # String ends with wildcard
+ and not cond.value[:-1].contains_special() # Remainder of string doesn't contains special characters
+ ):
+ expr = (self.startswith_expression) # If all conditions are fulfilled, use 'startswith' operartor instead of equal token
+ value = cond.value[:-1]
+ elif ( # Same as above but for 'endswith' operator: string starts with wildcard and doesn't contains further special characters
+ self.endswith_expression is not None
+ and cond.value.startswith(SpecialChars.WILDCARD_MULTI)
+ and not cond.value[1:].contains_special()
+ ):
+ expr = self.endswith_expression
+ value = cond.value[1:]
+ elif ( # contains: string starts and ends with wildcard
+ self.contains_expression is not None
+ and cond.value.startswith(SpecialChars.WILDCARD_MULTI)
+ and cond.value.endswith(SpecialChars.WILDCARD_MULTI)
+ and not cond.value[1:-1].contains_special()
+ ):
+ expr = self.contains_expression
+ value = cond.value[1:-1]
+ elif ( # wildcard match expression: string contains wildcard
+ self.wildcard_match_expression is not None and cond.value.contains_special()
+ ):
+ expr = self.wildcard_match_expression
+ value = cond.value
+ else:
+ expr = "{field}" + self.eq_token + "{value}"
+ value = cond.value
+ remove_quote = False
+
+ if remove_quote:
+ return expr.format(
+ field=self.escape_and_quote_field(cond.field),
+ value=self.convert_value_str(value, state, remove_quote),
+ )
+ else:
+ return expr.format(
+ field=self.escape_and_quote_field(cond.field),
+ value=self.convert_value_str(value, state),
+ )
+ except TypeError: # pragma: no cover
+ raise NotImplementedError(
+ "Field equals string value expressions with strings are not supported by the backend."
+ )
+
+ def finalize_query_default(self, rule: SigmaRule, query: str, index: int, state: ConversionState) -> Any:
+
+ # TODO : fields support will be handled with a backend option (all fields by default)
+ #fields = "*" if len(rule.fields) == 0 else f"*, {', '.join(rule.fields)}"
+
+ # TODO : table name will be handled with a backend option
+ sqlite_query = f'SELECT * FROM {self.table} WHERE {query}'
+
+ return sqlite_query
+
+
+ def finalize_query_zircolite(self, rule: SigmaRule, query: str, index: int, state: ConversionState) -> Any:
+
+ sqlite_query = f'SELECT * FROM logs WHERE {query}'
+
+ rule_as_dict = rule.to_dict()
+
+ zircolite_rule = {
+ "title": rule_as_dict["title"],
+ "id": rule_as_dict["id"] if "id" in rule_as_dict else "",
+ "status": rule_as_dict["status"] if "status" in rule_as_dict else "",
+ "description": rule_as_dict["description"] if "description" in rule_as_dict else "",
+ "author": rule_as_dict["author"] if "author" in rule_as_dict else "",
+ "tags": rule_as_dict["tags"] if "tags" in rule_as_dict else [],
+ "falsepositives": rule_as_dict["falsepositives"] if "falsepositives" in rule_as_dict else [],
+ "level": rule_as_dict["level"] if "level" in rule_as_dict else "",
+ "rule": [sqlite_query],
+ "filename": ""
+ }
+
+ return json.dumps(zircolite_rule)
+
+ # TODO : SQlite only handles FTS ("MATCH") with virtual tables. Not Handled for now.
+ def convert_condition_val_str(self, cond : ConditionValueExpression, state : ConversionState) -> Union[str, DeferredQueryExpression]:
+ """Conversion of value-only strings."""
+ raise NotImplementedError("Value-only string expressions (i.e Full Text Search or 'keywords' search) are not supported by the backend.")
+
+ def convert_condition_val_num(self, cond : ConditionValueExpression, state : ConversionState) -> Union[str, DeferredQueryExpression]:
+ """Conversion of value-only numbers."""
+ raise NotImplementedError("Value-only number expressions (i.e Full Text Search or 'keywords' search) are not supported by the backend.")
\ No newline at end of file
diff --git a/tests/test_backend_sqlite.py b/tests/test_backend_sqlite.py
new file mode 100644
index 0000000..16ae23c
--- /dev/null
+++ b/tests/test_backend_sqlite.py
@@ -0,0 +1,149 @@
+import pytest
+from sigma.collection import SigmaCollection
+from sigma.backends.sqlite import sqliteBackend
+
+@pytest.fixture
+def sqlite_backend():
+ return sqliteBackend()
+
+# TODO: implement tests for some basic queries and their expected results.
+def test_sqlite_and_expression(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ fieldA: valueA
+ fieldB: valueB
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE fieldA='valueA' AND fieldB='valueB'"]
+
+def test_sqlite_or_expression(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel1:
+ fieldA: valueA
+ sel2:
+ fieldB: valueB
+ condition: 1 of sel*
+ """)
+ ) == ["SELECT * FROM WHERE fieldA='valueA' OR fieldB='valueB'"]
+
+def test_sqlite_and_or_expression(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ fieldA:
+ - valueA1
+ - valueA2
+ fieldB:
+ - valueB1
+ - valueB2
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE (fieldA='valueA1' OR fieldA='valueA2') AND (fieldB='valueB1' OR fieldB='valueB2')"]
+
+def test_sqlite_or_and_expression(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel1:
+ fieldA: valueA1
+ fieldB: valueB1
+ sel2:
+ fieldA: valueA2
+ fieldB: valueB2
+ condition: 1 of sel*
+ """)
+ ) == ["SELECT * FROM WHERE (fieldA='valueA1' AND fieldB='valueB1') OR (fieldA='valueA2' AND fieldB='valueB2')"]
+
+def test_sqlite_in_expression(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ fieldA:
+ - valueA
+ - valueB
+ - valueC*
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE fieldA='valueA' OR fieldA='valueB' OR fieldA LIKE 'valueC%'"]
+
+def test_sqlite_regex_query(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ fieldA|re: foo.*bar
+ fieldB: foo
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE fieldA REGEXP 'foo.*bar' AND fieldB='foo'"]
+
+def test_sqlite_cidr_query(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ field|cidr: 192.168.0.0/16
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE field='192.168.\%'"]
+
+def test_sqlite_field_name_with_whitespace(sqlite_backend : sqliteBackend):
+ assert sqlite_backend.convert(
+ SigmaCollection.from_yaml("""
+ title: Test
+ status: test
+ logsource:
+ category: test_category
+ product: test_product
+ detection:
+ sel:
+ field name: value
+ condition: sel
+ """)
+ ) == ["SELECT * FROM WHERE `field name`='value'"]
+
+# TODO: implement tests for all backend features that don't belong to the base class defaults, e.g. features that were
+# implemented with custom code, deferred expressions etc.
+
+