Repository: ajinabraham/libsast (language: python)

Issue:
Mobile Top 10 2023: Updates
https://owasp.org/www-project-mobile-top-10/
Mobile Top 10 2023: Updates
https://owasp.org/www-project-mobile-top-10/


Discussion / hints:

Fix patch:
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 1927a33..655c281 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -18,7 +18,7 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install poetry==1.6.1
+        pip install poetry
     - name: Build and publish
       env:
         PYPI_TOKEN: ${{ secrets.PYPI_PASSWORD }}
diff --git a/README.md b/README.md
index 8f789d1..e2a42e4 100644
--- a/README.md
+++ b/README.md
@@ -31,13 +31,13 @@ usage: libsast [-h] [-o OUTPUT] [-p PATTERN_FILE] [-s SGREP_PATTERN_FILE]
                [--ignore-filenames IGNORE_FILENAMES [IGNORE_FILENAMES ...]]
                [--ignore-extensions IGNORE_EXTENSIONS [IGNORE_EXTENSIONS ...]]
                [--ignore-paths IGNORE_PATHS [IGNORE_PATHS ...]]
-               [--show-progress] [-v]
-               [path [path ...]]
+               [--show-progress] [--cpu-core CPU_CORE] [-v]
+               [path ...]
 
 positional arguments:
   path                  Path can be file(s) or directories
 
-optional arguments:
+options:
   -h, --help            show this help message and exit
   -o OUTPUT, --output OUTPUT
                         Output filename to save JSON report.
@@ -46,7 +46,8 @@ optional arguments:
   -s SGREP_PATTERN_FILE, --sgrep-pattern-file SGREP_PATTERN_FILE
                         sgrep rules directory
   --sgrep-file-extensions SGREP_FILE_EXTENSIONS [SGREP_FILE_EXTENSIONS ...]
-                        File extensions that should be scanned with sgrep
+                        File extensions that should be scanned with semantic
+                        grep
   --file-extensions FILE_EXTENSIONS [FILE_EXTENSIONS ...]
                         File extensions that should be scanned with pattern
                         matcher
@@ -57,6 +58,7 @@ optional arguments:
   --ignore-paths IGNORE_PATHS [IGNORE_PATHS ...]
                         Path(s) to ignore
   --show-progress       Show scan progress
+  --cpu-core CPU_CORE   No of CPU cores to use. Use all cores by default
   -v, --version         Show libsast version
 ```
 
diff --git a/libsast/__init__.py b/libsast/__init__.py
index 6f8bb26..9aec990 100644
--- a/libsast/__init__.py
+++ b/libsast/__init__.py
@@ -1,14 +1,18 @@
 #!/usr/bin/env python
 # -*- coding: utf_8 -*-
+from datetime import datetime
+
 from .core_matcher.pattern_matcher import PatternMatcher
 from .core_matcher.choice_matcher import ChoiceMatcher
 from .core_sgrep.semantic_sgrep import SemanticGrep
 from .scanner import Scanner
 
+
+year = str(datetime.now().year)
 __title__ = 'libsast'
 __authors__ = 'Ajin Abraham'
-__copyright__ = 'Copyright 2020 Ajin Abraham, OpenSecurity'
-__version__ = '2.0.3'
+__copyright__ = f'Copyright {year} Ajin Abraham, opensecurity.in'
+__version__ = '3.0.0'
 __version_info__ = tuple(int(i) for i in __version__.split('.'))
 __all__ = [
     'Scanner',
diff --git a/libsast/__main__.py b/libsast/__main__.py
index ecce634..4c1323a 100644
--- a/libsast/__main__.py
+++ b/libsast/__main__.py
@@ -51,7 +51,7 @@ def main():
     parser.add_argument('--sgrep-file-extensions',
                         nargs='+',
                         help=('File extensions that should be scanned'
-                              ' with sgrep'),
+                              ' with semantic grep'),
                         required=False)
     parser.add_argument('--file-extensions',
                         nargs='+',
@@ -74,6 +74,10 @@ def main():
                         help='Show scan progress',
                         required=False,
                         action='store_true')
+    parser.add_argument('--cpu-core',
+                        help='No of CPU cores to use. Use all cores by default',
+                        type=int,
+                        required=False)
     parser.add_argument('-v', '--version',
                         help='Show libsast version',
                         required=False,
@@ -89,6 +93,7 @@ def main():
             'ignore_extensions': args.ignore_extensions,
             'ignore_paths': args.ignore_paths,
             'show_progress': args.show_progress,
+            'cpu_core': args.cpu_core,
         }
         result = Scanner(options, args.path).scan()
         output(args.output, result)
diff --git a/libsast/common.py b/libsast/common.py
index 86ba3e1..6f7771a 100644
--- a/libsast/common.py
+++ b/libsast/common.py
@@ -26,7 +26,7 @@ def progress_print(self, index):
         self.output.write(f'- {self.prefix} {prog} {index}\r')
         self.output.flush()
 
-    def progrees_loop(self, iterator):
+    def progress_loop(self, iterator):
         """Show progress for loop."""
         self.progress_print(0)
         for index, item in enumerate(iterator):
@@ -74,15 +74,18 @@ def read_yaml(file_obj, text=False):
 
 def get_worker_count():
     """Get worker count for pool."""
+    libsast_workers = os.getenv('LIBSAST_WORKERS')
+    if libsast_workers:
+        try:
+            return int(libsast_workers)
+        except ValueError:
+            return 1
     try:
         worker_count = os.cpu_count()
-        if not worker_count:
-            worker_count = 1
-        if worker_count != 1 and sys.platform == 'win32':
-            # Work around https://bugs.python.org/issue26903
-            worker_count = min(worker_count, 61)
-        if os.getenv('LIBSAST_WORKERS'):
-            worker_count = int(os.getenv('LIBSAST_WORKERS'))
     except Exception:
-        worker_count = 16
+        worker_count = 1
+
+    # Adjust worker count for Windows
+    if sys.platform == 'win32':
+        worker_count = min(worker_count, 61)
     return worker_count
diff --git a/libsast/core_matcher/choice_matcher.py b/libsast/core_matcher/choice_matcher.py
index 5778823..0c52879 100644
--- a/libsast/core_matcher/choice_matcher.py
+++ b/libsast/core_matcher/choice_matcher.py
@@ -1,16 +1,18 @@
 # -*- coding: utf_8 -*-
-"""Choice Macher."""
+"""Choice Matcher."""
+import re
 from pathlib import Path
 from concurrent.futures import (
     ProcessPoolExecutor,
+    ThreadPoolExecutor,
 )
+from functools import lru_cache
 
 from libsast.core_matcher.helpers import (
     get_rules,
+    is_file_valid,
     strip_comments,
-    strip_comments2,
 )
-from libsast.core_matcher import choices
 from libsast import (
     common,
     exceptions,
@@ -21,12 +23,10 @@ class ChoiceMatcher:
     def __init__(self, options: dict) -> None:
         self.scan_rules = get_rules(options.get('choice_rules'))
         self.show_progress = options.get('show_progress')
+        self.cpu = options.get('cpu_core')
         self.alternative_path = options.get('alternative_path')
         exts = options.get('choice_extensions')
-        if exts:
-            self.exts = [ext.lower() for ext in exts]
-        else:
-            self.exts = []
+        self.exts = [ext.lower() for ext in exts] if exts else []
         self.findings = {}
 
     def scan(self, paths: list) -> dict:
@@ -34,10 +34,12 @@ def scan(self, paths: list) -> dict:
         if not (self.scan_rules and paths):
             return
         self.validate_rules()
-        choice_args = []
+
         if self.show_progress:
             pbar = common.ProgressBar('Choice Match', len(self.scan_rules))
-            self.scan_rules = pbar.progrees_loop(self.scan_rules)
+            self.scan_rules = pbar.progress_loop(self.scan_rules)
+
+        choice_args = []
         for rule in self.scan_rules:
             scan_paths = paths
             if rule['type'] != 'code' and self.alternative_path:
@@ -45,11 +47,26 @@ def scan(self, paths: list) -> dict:
                 scan_paths = [Path(self.alternative_path)]
             choice_args.append((scan_paths, rule))
 
-        with ProcessPoolExecutor(max_workers=common.get_worker_count()) as exe:
-            results = exe.map(
-                self.choice_matcher,
-                choice_args,
-                chunksize=1)
+        # Use ThreadPoolExecutor for reading file contents and
+        # ProcessPoolExecutor for processing regex
+        with ThreadPoolExecutor() as io_executor, ProcessPoolExecutor(
+                max_workers=self.cpu) as cpu_executor:
+            futures = []
+            for args_tuple in choice_args:
+                # Submit each read task and store the future along with the args
+                future = io_executor.submit(
+                    self._read_file_contents, args_tuple)
+                futures.append((future, args_tuple))
+
+            results = []
+            for future, _ in futures:
+                file_contents = future.result()
+                # This will block until the file reading is done
+                # Process the file contents with ProcessPoolExecutor
+                process_future = cpu_executor.submit(
+                    self.choice_matcher, file_contents)
+                results.append(process_future.result())
+
         self.add_finding(results)
         return self.findings
 
@@ -59,91 +76,99 @@ def validate_rules(self):
             if not isinstance(rule, dict):
                 raise exceptions.InvalidRuleFormatError(
                     'Choice Matcher Rule format is invalid.')
-            if not rule.get('id'):
-                raise exceptions.TypeKeyMissingError(
-                    'The rule is missing the key \'id\'')
-            if not rule.get('type'):
-                raise exceptions.PatternKeyMissingError(
-                    'The rule is missing the key \'type\'')
-            if not rule.get('choice_type'):
-                raise exceptions.PatternKeyMissingError(
-                    'The rule is missing the key \'choice_type\'')
-            if not rule.get('selection'):
-                raise exceptions.PatternKeyMissingError(
-                    'The rule is missing the key \'selection\'')
-            if not rule.get('choice'):
-                raise exceptions.PatternKeyMissingError(
-                    'The rule is missing the key \'choice\'')
-
-    def choice_matcher(self, args):
-        """Run a Single Choice Matcher rule on all files."""
+            required_keys = [
+                'id',
+                'type',
+                'choice_type',
+                'selection',
+                'choice']
+            for key in required_keys:
+                if not rule.get(key):
+                    raise exceptions.PatternKeyMissingError(
+                        f'The rule is missing the key "{key}"')
+
+    def _read_file_contents(self, args_tuple):
+        """Read file contents for the given paths and rule."""
+        scan_paths, rule = args_tuple
         results = []
-        scan_paths, rule = args
-        try:
-            matches = set()
-            all_matches = set()
-            for sfile in scan_paths:
-                ext = sfile.suffix.lower()
-                if self.exts and ext not in self.exts:
-                    continue
-                if sfile.stat().st_size / 1000 / 1000 > 5:
-                    # Skip scanning files greater than 5 MB
-                    continue
-                data = sfile.read_text('utf-8', 'ignore')
-                if ext in ('.html', '.xml'):
-                    data = strip_comments2(data)
-                else:
-                    data = strip_comments(data)
-                match = choices.find_choices(data, rule)
-                if match:
-                    if isinstance(match, set):
-                        # all
-                        all_matches.update(match)
-                    elif isinstance(match, list):
-                        # or, and
-                        matches.add(match[0])
-                    results.append({
-                        'rule': rule,
-                        'matches': matches,
-                        'all_matches': all_matches,
-                    })
-        except Exception:
-            raise exceptions.RuleProcessingError('Rule processing error.')
+        for sfile in scan_paths:
+            if not is_file_valid(sfile, self.exts, 5):
+                continue
+            try:
+                data = self._format_content(
+                    sfile.read_text('utf-8', 'ignore'),
+                    sfile.suffix.lower())
+                results.append((data, rule))
+            except Exception as e:
+                raise exceptions.RuleProcessingError(
+                    'Error reading file: {}'.format(sfile)) from e
+        return results
+
+    def find_choices(self, data, rule):
+        """Find Choices."""
+        all_matches = set()
+        for idx, choice in enumerate(rule['choice']):
+            typ = rule['choice_type']
+            if typ == 'and':
+                # Return on first and choice
+                if all(re.compile(and_regx).search(data) for and_regx in choice[0]):
+                    return (all_matches, [idx])
+            elif re.compile(choice[0]).search(data):
+                if typ == 'or':
+                    # Return on first or choice
+                    return (all_matches, [idx])
+                elif typ == 'all':
+                    # Extract all choice(s) from all files
+                    all_matches.add(choice[1])
+        return (all_matches, None)  # None means no matches found.
+
+    def choice_matcher(self, file_contents):
+        """Process regex matches on the file contents."""
+        results = []
+        for data, rule in file_contents:
+            match = self.find_choices(data, rule)
+            results.append({
+                'rule': rule,
+                'matches': match[1] if isinstance(match, tuple) else set(),
+                'all_matches': match[0] if isinstance(match, tuple) else match,
+            })
         return results
 
+    @staticmethod
+    @lru_cache(maxsize=128)
+    def _format_content(data, file_suffix):
+        return strip_comments(data, file_suffix)
+
     def add_finding(self, results):
-        """Add Choice Findings."""
+        """Add Choice Findings and generate metadata."""
         for res_list in results:
             if not res_list:
                 continue
             for match_dict in res_list:
+                rule = match_dict['rule']
                 all_matches = match_dict['all_matches']
                 matches = match_dict['matches']
-                rule = match_dict['rule']
+
+                # Determine selection string
                 if all_matches:
                     selection = rule['selection'].format(list(all_matches))
                 elif matches:
                     select = rule['choice'][min(matches)][1]
                     selection = rule['selection'].format(select)
-                elif rule.get('else'):
-                    selection = rule['selection'].format(rule['else'])
                 else:
-                    continue
-                self.findings[rule['id']] = self.get_meta(rule, selection)
-
-    def get_meta(self, rule, selection):
-        """Get Finding Meta."""
-        meta_dict = {}
-        meta_dict['choice'] = selection
-        meta_dict['description'] = rule['message']
-        for key in rule:
-            if key in ('choice',
-                       'message',
-                       'id',
-                       'type',
-                       'choice_type',
-                       'selection',
-                       'else'):
-                continue
-            meta_dict[key] = rule[key]
-        return meta_dict
+                    selection = rule['selection'].format(rule.get('else', ''))
+
+                # Create metadata dictionary
+                meta_dict = {
+                    'choice': selection,
+                    'description': rule['message'],
+                    **{key: rule[key] for key in rule if key not in {
+                        'choice',
+                        'message',
+                        'id',
+                        'type',
+                        'choice_type',
+                        'selection',
+                        'else'}}}
+
+                self.findings[rule['id']] = meta_dict
diff --git a/libsast/core_matcher/choices.py b/libsast/core_matcher/choices.py
deleted file mode 100644
index 6c5abe6..0000000
--- a/libsast/core_matcher/choices.py
+++ /dev/null
@@ -1,31 +0,0 @@
-# -*- coding: utf_8 -*-
-"""Alogrithms for Choice Selection."""
-import re
-
-
-def find_choices(data, rule):
-    """Find Choices.
-
-    or - returns list on first match
-    and - returns list on first match
-    all - returns set
-    """
-    all_matches = set()
-    for idx, choice in enumerate(rule['choice']):
-        typ = rule['choice_type']
-        if typ == 'and':
-            # Return on first and choice
-            for idx, and_list in enumerate(rule['choice']):
-                for and_regx in and_list[0]:
-                    if not re.compile(and_regx).findall(data):
-                        break
-                else:
-                    return [idx]
-        elif re.compile(choice[0]).findall(data):
-            if typ == 'or':
-                # Return on first or choice
-                return [idx]
-            elif typ == 'all':
-                # Extract all choice(s) from all files
-                all_matches.add(choice[1])
-    return all_matches
diff --git a/libsast/core_matcher/helpers.py b/libsast/core_matcher/helpers.py
index 2819aa1..a2253c6 100644
--- a/libsast/core_matcher/helpers.py
+++ b/libsast/core_matcher/helpers.py
@@ -85,7 +85,7 @@ def comment_replacer(matches, data):
     return data
 
 
-def strip_comments(data):
+def strip_comments1(data):
     """Remove Comments.
 
     Replace multiline comments first and
@@ -128,3 +128,36 @@ def get_match_lines(content, pos):
         if filepos >= pos[1] and skip:
             # Multiline march, find end line
             return (start_line, idx)
+
+
+def is_file_valid(sfile, allowed_extensions=None, max_size_mb=5):
+    """Check if the file is valid based on its extension and size.
+
+    Args:
+        sfile (Path): The file to check.
+        allowed_extensions (set): A set of allowed file extensions.
+        max_size_mb (int): The maximum file size in MB.
+
+    Returns:
+        bool: True if the file is valid, False otherwise.
+    """
+    # Get the file extension in lowercase
+    ext = sfile.suffix.lower()
+
+    # Check if the file extension is allowed
+    if allowed_extensions and ext not in allowed_extensions:
+        return False
+
+    # Check if the file size exceeds the maximum limit (in bytes)
+    max_size_bytes = max_size_mb * 1024 * 1024  # Convert MB to bytes
+    if sfile.stat().st_size > max_size_bytes:
+        return False
+
+    return True
+
+
+def strip_comments(data, ext):
+    """Format content by stripping comments based on file type."""
+    if ext in ('.html', '.xml'):
+        return strip_comments2(data)
+    return strip_comments1(data)
diff --git a/libsast/core_matcher/matchers.py b/libsast/core_matcher/matchers.py
index a4aba89..51c85da 100644
--- a/libsast/core_matcher/matchers.py
+++ b/libsast/core_matcher/matchers.py
@@ -1,43 +1,51 @@
 # -*- coding: utf_8 -*-
-"""Alogrithms for Matching Pattern."""
+"""Optimized Algorithms for Pattern Matching with Caching."""
 import re
-from abc import ABC, abstractclassmethod
+from abc import ABC, abstractmethod
+from functools import lru_cache
 
 from libsast.core_matcher.helpers import get_match_lines
 
 
 def get_pos(match):
-    """Handle zero index."""
-    span = match.span()
-    if span[0] == 0:
-        span = list(span)
-        span[0] = 1
-    return tuple(span)
+    """Adjust zero index in match span."""
+    start, end = match.span()
+    return (1 if start == 0 else start, end)
 
 
-class MatchCommand:
+# Cache compiled regex patterns
+@lru_cache(maxsize=128)
+def get_compiled_pattern(pattern):
+    """Compile and cache regex patterns."""
+    return re.compile(pattern)
+
 
+class MatchCommand:
     def __init__(self):
         self.patterns = {}
 
     def _find_match(self, pattern_name, content, rule):
-        if pattern_name not in self.patterns:
-            pattern_class = globals()[pattern_name]
-            self.patterns[pattern_name] = pattern_class()
-        return self.patterns[pattern_name]._perform_search(content, rule)
+        pattern_class = self.patterns.get(pattern_name) or globals()[pattern_name]()
+        self.patterns.setdefault(pattern_name, pattern_class)
+        return pattern_class._perform_search(content, rule)
 
 
 class MatchStrategy(ABC):
-
-    @abstractclassmethod
+    @abstractmethod
     def _perform_search(self, content, rule):
-        """Search for instance of match in content."""
+        """Search for instances of a pattern match in content."""
 
 
 class Regex(MatchStrategy):
     def _perform_search(self, content, rule):
+        pattern = get_compiled_pattern(rule['pattern'])
+        return self._find_matches(content, pattern)
+
+    @staticmethod
+    def _find_matches(content, pattern):
+        """Helper to find all matches in content and extract details."""
         matches = set()
-        for match in re.compile(rule['pattern']).finditer(content):
+        for match in pattern.finditer(content):
             if match.group():
                 match_pos = get_pos(match)
                 match_lines = get_match_lines(content, match_pos)
@@ -47,73 +55,50 @@ def _perform_search(self, content, rule):
 
 class RegexAnd(MatchStrategy):
     def _perform_search(self, content, rule):
-        if isinstance(rule['pattern'], str):
-            return Regex().perform_search(content, rule)
-        matches = set()
-        for regex in rule['pattern']:
-            empty_iter_detected = True
-            for match in re.compile(regex).finditer(content):
-                empty_iter_detected = False
-                match_pos = get_pos(match)
-                match_lines = get_match_lines(content, match_pos)
-                matches.add((match.group(), match_pos, match_lines))
-            if empty_iter_detected:
+        patterns = rule['pattern'] if isinstance(
+            rule['pattern'], list) else [rule['pattern']]
+        all_matches = set()
+        for regex in patterns:
+            pattern = get_compiled_pattern(regex)
+            matches = Regex._find_matches(content, pattern)
+            if not matches:
                 return False
-        return matches
+            all_matches.update(matches)
+        return all_matches
 
 
 class RegexOr(MatchStrategy):
     def _perform_search(self, content, rule):
-        if isinstance(rule['pattern'], str):
-            return Regex().perform_search(content, rule)
+        patterns = rule['pattern'] if isinstance(
+            rule['pattern'], list) else [rule['pattern']]
         matches = set()
-        for regex in rule['pattern']:
-            for match in re.compile(regex).finditer(content):
-                if match.group():
-                    match_pos = get_pos(match)
-                    match_lines = get_match_lines(content, match_pos)
-                    matches.add((match.group(), match_pos, match_lines))
+        for regex in patterns:
+            pattern = get_compiled_pattern(regex)
+            matches.update(Regex._find_matches(content, pattern))
         return matches
 
 
 class RegexAndNot(MatchStrategy):
     def _perform_search(self, content, rule):
-        matches = set()
-        regex_present = re.compile(rule['pattern'][0]).finditer(content)
-        regex_not = re.compile(rule['pattern'][1]).finditer(content)
-        for match in regex_not:
-            if match.group():
-                return False
-        for match in regex_present:
-            if match.group():
-                match_pos = get_pos(match)
-                match_lines = get_match_lines(content, match_pos)
-                matches.add((match.group(), match_pos, match_lines))
-        return matches
+        present_pattern, not_pattern = rule['pattern']
+        not_found = get_compiled_pattern(not_pattern).search(content) is None
+        if not not_found:
+            return False
+        present_matches = Regex._find_matches(
+            content, get_compiled_pattern(present_pattern))
+        return present_matches if present_matches else False
 
 
 class RegexAndOr(MatchStrategy):
     def _perform_search(self, content, rule):
-        matches = set()
+        and_pattern, or_patterns = rule['pattern']
+        and_matches = Regex._find_matches(content, get_compiled_pattern(and_pattern))
         or_matches = set()
-        or_list = rule['pattern'][1]
-        break_parent_loop = False
-        for regex in or_list:
-            for match in re.compile(regex).finditer(content):
-                if match.group():
-                    match_pos = get_pos(match)
-                    match_lines = get_match_lines(content, match_pos)
-                    or_matches.add((match.group(), match_pos, match_lines))
-                    break_parent_loop = True
-                    break
-            if break_parent_loop:
+        for regex in or_patterns:
+            or_pattern = get_compiled_pattern(regex)
+            or_matches = Regex._find_matches(content, or_pattern)
+            if or_matches:
                 break
-        for match in re.compile(rule['pattern'][0]).finditer(content):
-            if match.group():
-                match_pos = get_pos(match)
-                match_lines = get_match_lines(content, match_pos)
-                matches.add((match.group(), match_pos, match_lines))
-        if not (matches and or_matches):
-            return False
-        matches.update(or_matches)
-        return matches
+        if and_matches and or_matches:
+            return and_matches.union(or_matches)
+        return False
diff --git a/libsast/core_matcher/pattern_matcher.py b/libsast/core_matcher/pattern_matcher.py
index 05b79e8..c4a62c9 100644
--- a/libsast/core_matcher/pattern_matcher.py
+++ b/libsast/core_matcher/pattern_matcher.py
@@ -1,15 +1,16 @@
 # -*- coding: utf_8 -*-
-"""Pattern Macher."""
-from copy import deepcopy
+"""Pattern Matcher."""
 from operator import itemgetter
 from concurrent.futures import (
     ProcessPoolExecutor,
+    ThreadPoolExecutor,
 )
+from functools import lru_cache
 
 from libsast.core_matcher.helpers import (
     get_rules,
+    is_file_valid,
     strip_comments,
-    strip_comments2,
 )
 from libsast.core_matcher import matchers
 from libsast import (
@@ -23,11 +24,9 @@ def __init__(self, options: dict) -> None:
         self.matcher = matchers.MatchCommand()
         self.scan_rules = get_rules(options.get('match_rules'))
         self.show_progress = options.get('show_progress')
+        self.cpu = options.get('cpu_core')
         exts = options.get('match_extensions')
-        if exts:
-            self.exts = [ext.lower() for ext in exts]
-        else:
-            self.exts = []
+        self.exts = [ext.lower() for ext in exts] if exts else []
         self.findings = {}
 
     def scan(self, paths: list) -> dict:
@@ -35,78 +34,97 @@ def scan(self, paths: list) -> dict:
         if not (self.scan_rules and paths):
             return
         self.validate_rules()
+
         if self.show_progress:
             pbar = common.ProgressBar('Pattern Match', len(paths))
-            paths = pbar.progrees_loop(paths)
-        files_to_scan = set()
-        for sfile in paths:
-            if self.exts and sfile.suffix.lower() not in self.exts:
-                continue
-            if sfile.stat().st_size / 1000 / 1000 > 5:
-                # Skip scanning files greater than 5 MB
-                print(f'Skipping large file {sfile.as_posix()}')
-                continue
-            files_to_scan.add(sfile)
-        with ProcessPoolExecutor(max_workers=common.get_worker_count()) as exe:
-            results = exe.map(
+            paths = pbar.progress_loop(paths)
+
+        # Filter files by extension and size, prepare list for processing
+        files_to_scan = {
+            sfile for sfile in paths
+            if is_file_valid(sfile, self.exts, 5)
+        }
+
+        # Use a ThreadPool for file reading, and ProcessPool for CPU-bound regex
+        with ThreadPoolExecutor() as io_executor, ProcessPoolExecutor(
+                max_workers=self.cpu) as cpu_executor:
+
+            # Read all files
+            file_contents = list(io_executor.map(
+                self._read_file_content, files_to_scan))
+
+            # Run regex on file data
+            results = cpu_executor.map(
                 self.pattern_matcher,
-                files_to_scan,
-                chunksize=1)
+                file_contents,
+            )
+
+        # Compile findings
         self.add_finding(results)
         return self.findings
 
     def validate_rules(self):
         """Validate Rules before scanning."""
+        available_matchers = {m for m in dir(matchers) if m.startswith('R')}
+        required_keys = ['type', 'pattern']
+
         for rule in self.scan_rules:
             if not isinstance(rule, dict):
                 raise exceptions.InvalidRuleFormatError(
                     'Pattern Matcher Rule format is invalid.')
-            if not rule.get('type'):
-                raise exceptions.TypeKeyMissingError(
-                    'The rule is missing the key \'type\'')
-            if not rule.get('pattern'):
+
+            # Check for missing required keys
+            missing_keys = [key for key in required_keys if key not in rule]
+            if missing_keys:
+                mkeys = ', '.join(missing_keys)
                 raise exceptions.PatternKeyMissingError(
-                    'The rule is missing the key \'pattern\'')
-            all_mts = [m for m in dir(matchers) if m.startswith('R')]
+                    f'The rule is missing the keys: {mkeys}')
+
             pattern_name = rule['type']
-            if pattern_name not in all_mts:
-                supported = ', '.join(all_mts)
+            if pattern_name not in available_matchers:
+                supported = ', '.join(available_matchers)
                 raise exceptions.MatcherNotFoundError(
-                    f'Matcher \'{pattern_name}\' is not supported.'
-                    f' Available matchers are {supported}',
-                )
+                    f'Matcher {pattern_name} is not supported.'
+                    f' Available matchers are {supported}.')
+
+    @staticmethod
+    def _read_file_content(file_path):
+        """Read file content with encoding handling."""
+        try:
+            return file_path, file_path.read_text('utf-8', 'ignore')
+        except Exception as e:
+            print(f'Error reading {file_path}: {e}')
+            return file_path, ''
 
-    def pattern_matcher(self, file_path):
+    def pattern_matcher(self, file_data):
         """Static Analysis Pattern Matcher."""
+        file_path, data = file_data
         results = []
         try:
-            data = file_path.read_text('utf-8', 'ignore')
+            fmt_data = self._format_content(data, file_path.suffix.lower())
             for rule in self.scan_rules:
                 case = rule.get('input_case')
                 if case == 'lower':
-                    tmp_data = data.lower()
+                    fmt_data = fmt_data.lower()
                 elif case == 'upper':
-                    tmp_data = data.upper()
-                else:
-                    tmp_data = data
-                if file_path.suffix.lower() in ('.html', '.xml'):
-                    fmt_data = strip_comments2(tmp_data)
-                else:
-                    fmt_data = strip_comments(tmp_data)
-                matches = self.matcher._find_match(
-                    rule['type'],
-                    fmt_data,
-                    rule)
+                    fmt_data = fmt_data.upper()
+                matches = self.matcher._find_match(rule['type'], fmt_data, rule)
                 if matches:
                     results.append({
                         'file': file_path.as_posix(),
                         'rule': rule,
                         'matches': matches,
                     })
-        except Exception:
-            raise exceptions.RuleProcessingError('Rule processing error.')
+        except Exception as e:
+            msg = f'Error processing rule for {file_path}: {e}'
+            raise exceptions.RuleProcessingError(msg)
         return results
 
+    @staticmethod
+    @lru_cache(maxsize=128)
+    def _format_content(data, file_suffix):
+        return strip_comments(data, file_suffix)
+
     def add_finding(self, results):
         """Add Code Analysis Findings."""
         for res_list in results:
@@ -114,24 +132,26 @@ def add_finding(self, results):
                 continue
             for match_dict in res_list:
                 rule = match_dict['rule']
+                rule_id = rule['id']
+                files = self.findings.setdefault(
+                    rule_id, {'files': [], 'metadata': {}})['files']
+
                 for match in match_dict['matches']:
-                    crule = deepcopy(rule)
                     file_details = {
                         'file_path': match_dict['file'],
                         'match_string': match[0],
                         'match_position': match[1],
                         'match_lines': match[2],
                     }
-                    if rule['id'] in self.findings:
-                        self.findings[rule['id']]['files'].append(file_details)
-                    else:
-                        metadata = crule.get('metadata', {})
-                        metadata['description'] = crule['message']
-                        metadata['severity'] = crule['severity']
-                        self.findings[rule['id']] = {
-                            'files': [file_details],
-                            'metadata': metadata,
-                        }
-                self.findings[rule['id']]['files'] = sorted(
-                    self.findings[rule['id']]['files'],
+                    files.append(file_details)
+
+                if not self.findings[rule_id]['metadata']:
+                    meta = rule.get('metadata', {})
+                    # message & severity are mandatory
+                    meta['description'] = rule['message']
+                    meta['severity'] = rule['severity']
+                    self.findings[rule_id]['metadata'] = meta
+
+                # Sort files by specified criteria
+                self.findings[rule_id]['files'].sort(
                     key=itemgetter('file_path', 'match_string', 'match_lines'))
diff --git a/libsast/scanner.py b/libsast/scanner.py
index d8aa2e7..61537bd 100644
--- a/libsast/scanner.py
+++ b/libsast/scanner.py
@@ -1,94 +1,102 @@
 # -*- coding: utf_8 -*-
 """The libsast Scanner module."""
 from pathlib import Path
+from fnmatch import fnmatch
 
-from libsast.core_matcher.pattern_matcher import (
-    PatternMatcher,
-)
-from libsast.core_matcher.choice_matcher import (
-    ChoiceMatcher,
-)
-from libsast.core_sgrep.semantic_sgrep import (
-    SemanticGrep,
-)
-from libsast.exceptions import (
-    InvalidPathError,
-)
+from libsast.common import get_worker_count
+from libsast.core_matcher.pattern_matcher import PatternMatcher
+from libsast.core_matcher.choice_matcher import ChoiceMatcher
+from libsast.core_sgrep.semantic_sgrep import SemanticGrep
+from libsast.exceptions import InvalidPathError
 
 
 class Scanner:
     def __init__(self, options: dict, paths: list) -> None:
-        if options:
-            self.options = options
-        else:
-            self.options = {
-                'sgrep_rules': None,
-                'sgrep_extensions': None,
-                'match_rules': None,
-                'match_extensions': None,
-                'choice_rules': None,
-                'choice_extensions': None,
-                'alternative_path': None,
-                'ignore_filenames': None,
-                'ignore_extensions': None,
-                'ignore_paths': None,
-                'show_progress': False,
-            }
+        # Set options with default values where missing
+        self.options = {
+            'sgrep_rules': None,
+            'sgrep_extensions': None,
+            'match_rules': None,
+            'match_extensions': None,
+            'choice_rules': None,
+            'choice_extensions': None,
+            'alternative_path': None,
+            'ignore_filenames': [],
+            'ignore_extensions': [],
+            'ignore_paths': [],
+            'show_progress': False,
+            'cpu_core': 1,
+            # Overwrite with options from invocation
+            **(options or {}),
+        }
+
+        # Cache frequently used settings
         if options.get('ignore_extensions'):
-            self.ignore_extensions = options.get('ignore_extensions')
+            self.ignore_extensions = set(options.get('ignore_extensions'))
         else:
-            self.ignore_extensions = []
+            self.ignore_extensions = set()
         if options.get('ignore_filenames'):
-            self.ignore_filenames = options.get('ignore_filenames')
+            self.ignore_filenames = set(options.get('ignore_filenames'))
         else:
-            self.ignore_filenames = []
+            self.ignore_filenames = set()
         if options.get('ignore_paths'):
-            self.ignore_paths = options.get('ignore_paths')
+            self.ignore_paths = {
+                Path(p).as_posix() for p in self.options['ignore_paths']}
+        else:
+            self.ignore_paths = set()
+        if options.get('cpu_core') and isinstance(options['cpu_core'], int):
+            self.options['cpu_core'] = options['cpu_core']
         else:
-            self.ignore_paths = []
+            self.options['cpu_core'] = get_worker_count()
         self.paths = paths
 
     def scan(self) -> dict:
         """Start Scan."""
         results = {}
         valid_paths = self.get_scan_files(self.paths)
+
         if not valid_paths:
-            return
-        if self.options.get('match_rules'):
-            results['pattern_matcher'] = PatternMatcher(
-                self.options).scan(valid_paths)
-        if self.options.get('choice_rules'):
-            results['choice_matcher'] = ChoiceMatcher(
-                self.options).scan(valid_paths)
-        if self.options.get('sgrep_rules'):
-            results['semantic_grep'] = SemanticGrep(
-                self.options).scan(valid_paths)
+            return {}
+
+        if self.options['match_rules']:
+            results['pattern_matcher'] = PatternMatcher(self.options).scan(valid_paths)
+        if self.options['choice_rules']:
+            results['choice_matcher'] = ChoiceMatcher(self.options).scan(valid_paths)
+        if self.options['sgrep_rules']:
+            results['semantic_grep'] = SemanticGrep(self.options).scan(valid_paths)
+
         return results
 
     def get_scan_files(self, paths):
         """Get files valid for scanning."""
         if not isinstance(paths, list):
             raise InvalidPathError('Path should be a list')
+
         all_files = set()
         for path in paths:
             pobj = Path(path)
             if pobj.is_dir():
-                for pfile in pobj.rglob('*'):
-                    if self.validate_file(pfile):
-                        all_files.add(pfile)
-            else:
-                if self.validate_file(pobj):
-                    all_files.add(pobj)
+                all_files.update({
+                    pfile
+                    for pfile in pobj.rglob('*')
+                    if self.validate_file(pfile)
+                })
+            elif pobj.is_file() and self.validate_file(pobj):
+                all_files.add(pobj)
+
         return all_files
 
     def validate_file(self, path):
         """Check if we should scan the file."""
-        ignore_paths = any(
-            Path(pp).as_posix() in path.as_posix() for pp in self.ignore_paths)
-        ignore_files = path.name in self.ignore_filenames
-        ignore_exts = path.suffix.lower() in self.ignore_extensions
-        if (ignore_paths or ignore_files or ignore_exts):
-            return False
+        # Early exit if the path is not a file or does not exist
         if not path.exists() or not path.is_file():
             return False
-        return True
+
+        # Validate against ignore conditions
+        ignore_conditions = any([
+            any(pp in path.as_posix() for pp in self.ignore_paths),
+            any(fnmatch(path.name, pattern) for pattern in self.ignore_filenames),
+            path.suffix.lower() in self.ignore_extensions,
+        ])
+
+        return not ignore_conditions
diff --git a/libsast/standards/owasp_mobile_top10_2024.yaml b/libsast/standards/owasp_mobile_top10_2024.yaml
new file mode 100644
index 0000000..6f018e8
--- /dev/null
+++ b/libsast/standards/owasp_mobile_top10_2024.yaml
@@ -0,0 +1,12 @@
+---
+owasp-mobile-2024:
+  m1: 'M1: Improper Credential Usage'
+  m2: 'M2: Inadequate Supply Chain Security'
+  m3: 'M3: Insecure Authentication/Authorization'
+  m4: 'M4: Insufficient Input/Output Validation'
+  m5: 'M5: Insecure Communication'
+  m6: 'M6: Inadequate Privacy Controls'
+  m7: 'M7: Insufficient Binary Protections'
+  m8: 'M8: Security Misconfiguration'
+  m9: 'M9: Insecure Data Storage'
+  m10: 'M10: Insufficient Cryptography'
diff --git a/poetry.lock b/poetry.lock
index 75c55f1..296cd24 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
@@ -19,24 +19,25 @@ tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy"
 
 [[package]]
 name = "bandit"
-version = "1.7.5"
+version = "1.7.10"
 description = "Security oriented static analyser for python code."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
-    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
+    {file = "bandit-1.7.10-py3-none-any.whl", hash = "sha256:665721d7bebbb4485a339c55161ac0eedde27d51e638000d91c8c2d68343ad02"},
+    {file = "bandit-1.7.10.tar.gz", hash = "sha256:59ed5caf5d92b6ada4bf65bc6437feea4a9da1093384445fed4d472acc6cff7b"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=1.0.1"
 PyYAML = ">=5.3.1"
 rich = "*"
 stevedore = ">=1.20.0"
 
 [package.extras]
-test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
+baseline = ["GitPython (>=3.1.30)"]
+sarif = ["jschema-to-python (>=1.2.3)", "sarif-om (>=1.0.4)"]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)"]
 toml = ["tomli (>=1.1.0)"]
 yaml = ["PyYAML"]
 
@@ -53,108 +54,138 @@ files = [
 
 [[package]]
 name = "bracex"
-version = "2.3.post1"
+version = "2.5.post1"
 description = "Bash style brace expander."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "bracex-2.3.post1-py3-none-any.whl", hash = "sha256:351b7f20d56fb9ea91f9b9e9e7664db466eb234188c175fd943f8f755c807e73"},
-    {file = "bracex-2.3.post1.tar.gz", hash = "sha256:e7b23fc8b2cd06d3dec0692baabecb249dda94e06a617901ff03a6c56fd71693"},
+    {file = "bracex-2.5.post1-py3-none-any.whl", hash = "sha256:13e5732fec27828d6af308628285ad358047cec36801598368cb28bc631dbaf6"},
+    {file = "bracex-2.5.post1.tar.gz", hash = "sha256:12c50952415bfa773d2d9ccb8e79651b8cdb1f31a42f6091b804f6ba2b4a66b6"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2024.8.30"
 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"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "charset-normalizer-3.2.0.tar.gz", hash = "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-win32.whl", hash = "sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea"},
-    {file = "charset_normalizer-3.2.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09"},
-    {file = "charset_normalizer-3.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2"},
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 ]
 
 [[package]]
@@ -214,13 +245,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -228,46 +259,18 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "face"
-version = "22.0.0"
+version = "24.0.0"
 description = "A command-line application framework (and CLI parser). Friendly for users, full-featured for developers."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
 boltons = ">=20.0.0"
 
-[[package]]
-name = "gitdb"
-version = "4.0.10"
-description = "Git Object Database"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
-smmap = ">=3.0.1,<6"
-
-[[package]]
-name = "gitpython"
-version = "3.1.33"
-description = "GitPython is a Python library used to interact with Git repositories"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-
 [[package]]
 name = "glom"
 version = "22.1.0"
@@ -289,32 +292,39 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-resources"
-version = "6.0.1"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -399,23 +409,23 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pbr"
-version = "5.11.1"
+version = "6.1.0"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 files = [
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 ]
 
 [[package]]
 name = "peewee"
-version = "3.16.3"
+version = "3.17.7"
 description = "a little orm"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "peewee-3.17.7.tar.gz", hash = "sha256:6aefc700bd530fc6ac23fa19c9c5b47041751d92985b799169c8e318e97eabaa"},
 ]
 
 [[package]]
@@ -431,13 +441,13 @@ files = [
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
+    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
 ]
 
 [package.extras]
@@ -446,27 +456,27 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.1"
+version = "3.1.4"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 ]
 
 [package.extras]
@@ -474,49 +484,54 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
-version = "0.19.3"
+version = "0.20.0"
 description = "Persistent/Functional/Immutable data structures"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [[package]]
 name = "pytest"
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 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
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 files = [
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 [package.dependencies]
@@ -524,11 +539,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-lsp-jsonrpc"
@@ -549,62 +564,75 @@ test = ["coverage", "pycodestyle", "pyflakes", "pylint", "pytest", "pytest-cov"]
 
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+version = "6.0.2"
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 ]
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -619,85 +647,98 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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 [package.extras]
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 [package.extras]
-docs = ["ryd"]
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 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
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 ]
 
 [[package]]
@@ -736,51 +777,40 @@ wcmatch = ">=8.3,<9.0"
 [package.extras]
 experiments = ["jsonnet (>=0.18,<1.0)"]
 
-[[package]]
-name = "smmap"
-version = "5.0.0"
-description = "A pure Python implementation of a sliding window memory map manager"
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
 [[package]]
 name = "stevedore"
-version = "5.1.0"
+version = "5.3.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+pbr = ">=2.0.0"
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
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 ]
 
 [[package]]
 name = "tqdm"
-version = "4.66.1"
+version = "4.66.6"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -794,110 +824,127 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "ujson"
-version = "5.8.0"
+version = "5.10.0"
 description = "Ultra fast JSON encoder and decoder for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "ujson-5.10.0.tar.gz", hash = "sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
+    {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "wcmatch"
-version = "8.5"
+version = "8.5.2"
 description = "Wildcard/glob file name matcher."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "wcmatch-8.5-py3-none-any.whl", hash = "sha256:14554e409b142edeefab901dc68ad570b30a72a8ab9a79106c5d5e9a6d241bd5"},
-    {file = "wcmatch-8.5.tar.gz", hash = "sha256:86c17572d0f75cbf3bcb1a18f3bf2f9e72b39a9c08c9b4a74e991e1882a8efb3"},
+    {file = "wcmatch-8.5.2-py3-none-any.whl", hash = "sha256:17d3ad3758f9d0b5b4dedc770b65420d4dac62e680229c287bf24c9db856a478"},
+    {file = "wcmatch-8.5.2.tar.gz", hash = "sha256:a70222b86dea82fb382dd87b73278c10756c138bd6f8f714e2183128887b9eb2"},
 ]
 
 [package.dependencies]
@@ -905,18 +952,22 @@ bracex = ">=2.1.1"
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
diff --git a/tox.ini b/tox.ini
index 2ccae05..9aaa126 100644
--- a/tox.ini
+++ b/tox.ini
@@ -13,6 +13,7 @@ setenv =
 [testenv:lint]
 skip_install = true
 deps =
+    autopep8
     pydocstyle
     flake8
     flake8-broken-line
@@ -30,6 +31,7 @@ deps =
     pep8-naming
     radon
 commands =
+    autopep8 --in-place --recursive --exclude venv,*.pyc .
     flake8 {posargs}
 
 [testenv:bandit]
@@ -94,3 +96,4 @@ ignore =
     SF01,
     # Allow Private member access
 radon_max_cc = 10
+max-line-length = 88
\ No newline at end of file


Test patch:
diff --git a/.github/workflows/python_test.yml b/.github/workflows/python_test.yml
index e79490f..a87a804 100644
--- a/.github/workflows/python_test.yml
+++ b/.github/workflows/python_test.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest]
-        python-version: [3.8, 3.9, '3.10', '3.11']
+        python-version: ['3.10', '3.11', '3.12']
 
     steps:
     - uses: actions/checkout@v3
@@ -27,7 +27,7 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install tox poetry==1.6.1
+        pip install tox poetry
     - name: Lint
       run: |
         tox -e lint
diff --git a/tests/assets/files/test_matcher.test b/tests/assets/files/test_matcher.test
index 36cbd53..4b6316a 100644
--- a/tests/assets/files/test_matcher.test
+++ b/tests/assets/files/test_matcher.test
@@ -68,3 +68,8 @@ import android.telephony.SmsManager;
 
    }
 }
+
+//RegexCase
+
+// Test case
+common MATCH1 me.
\ No newline at end of file
diff --git a/tests/assets/rules/pattern_matcher/patterns.yaml b/tests/assets/rules/pattern_matcher/patterns.yaml
index 8dc3cf0..0dcff48 100644
--- a/tests/assets/rules/pattern_matcher/patterns.yaml
+++ b/tests/assets/rules/pattern_matcher/patterns.yaml
@@ -46,7 +46,14 @@
   type: Regex
   metadata:
     owasp-mobile: m1
+    owasp-mobile-2024: m1
     owasp-web: a10
     cwe: cwe-1051
     masvs: storage-3
-    foo: bar
\ No newline at end of file
+    foo: bar
+- id: test_regex_case
+  message: This is a rule to test regex case
+  input_case: lower
+  pattern: match\d{1}
+  severity: error
+  type: Regex
diff --git a/tests/unit/test_api.py b/tests/unit/test_api.py
index 596198a..9d7ba5f 100644
--- a/tests/unit/test_api.py
+++ b/tests/unit/test_api.py
@@ -14,12 +14,12 @@ def get_config():
 
 
 def test_no_rule():
-    assert libsast.Scanner({}, []).scan() is None
+    assert libsast.Scanner({}, []).scan() == {}
 
 
 def test_no_path():
     options, _ = get_config()
-    assert libsast.Scanner(options, []).scan() is None
+    assert libsast.Scanner(options, []).scan() == {}
 
 
 def test_pattern_matcher_dir():
diff --git a/tests/unit/test_matchers.py b/tests/unit/test_matchers.py
index 4d96216..0fb2075 100644
--- a/tests/unit/test_matchers.py
+++ b/tests/unit/test_matchers.py
@@ -10,6 +10,7 @@ def test_pattern_matcher():
     assert result['pattern_matcher']['test_regex_and_not']
     assert result['pattern_matcher']['test_regex_and_or']
     assert result['pattern_matcher']['test_regex_multiline_and_metadata']
+    assert result['pattern_matcher']['test_regex_case']
 
 
 def test_choice_matcher():
diff --git a/tests/unit/test_options.py b/tests/unit/test_options.py
index 9c346ea..7a10a4f 100644
--- a/tests/unit/test_options.py
+++ b/tests/unit/test_options.py
@@ -41,4 +41,4 @@ def test_ignore_paths():
     paths = [files_dir.as_posix()]
     options = {'ignore_paths': paths}
     result = scanner(options).scan()
-    assert result is None
+    assert result == {}
diff --git a/tests/unit/test_rules.py b/tests/unit/test_rules.py
index f41df59..989232f 100644
--- a/tests/unit/test_rules.py
+++ b/tests/unit/test_rules.py
@@ -101,7 +101,7 @@ def test_load_file_missing_type():
     rule_file = base_dir / 'assets' / 'invalid' / 'missing_type.yaml'
     options = {'match_rules': rule_file.as_posix()}
     paths = [files_dir.as_posix()]
-    with pytest.raises(libsast.exceptions.TypeKeyMissingError):
+    with pytest.raises(libsast.exceptions.PatternKeyMissingError):
         libsast.Scanner(options, paths).scan()
 
 
diff --git a/tests/unit/test_standards.py b/tests/unit/test_standards.py
index a037571..03c5f00 100644
--- a/tests/unit/test_standards.py
+++ b/tests/unit/test_standards.py
@@ -20,6 +20,7 @@ def test_standards_mapping():
     assert match['metadata']
     assert match['metadata']['cwe'] == stds['cwe']['cwe-1051']
     assert match['metadata']['owasp-mobile'] == stds['owasp-mobile']['m1']
+    assert match['metadata']['owasp-mobile-2024'] == stds['owasp-mobile-2024']['m1']
     assert match['metadata']['owasp-web'] == stds['owasp-web']['a10']
     assert match['metadata']['masvs'] == stds['masvs']['storage-3']
     assert match['metadata']['foo'] == 'bar'