diff --git a/Coffee/Data/DataPattern.py b/Coffee/Data/DataExtractor.py
similarity index 77%
rename from Coffee/Data/DataPattern.py
rename to Coffee/Data/DataExtractor.py
index 79f16ab..6c92947 100644
--- a/Coffee/Data/DataPattern.py
+++ b/Coffee/Data/DataExtractor.py
@@ -148,6 +148,47 @@ class GrokPattern(PatternInterface):
     pass
 
 
+class SplitPattern(PatternInterface):
+    def __init__(self, name: str, keyword: str, splitter: str, kv_splitter: str, fields: dict, tags: dict = [], processors=[], tests=[]):
+        self.name = name
+        self.keyword = keyword
+        self.splitter = splitter
+        self.kv_splitter = kv_splitter
+        self.fields = fields
+        self.tags = tags
+        self.processors = processors
+        self.tests = tests
+        self.match_count = 0
+
+    def get_unique_id(self):
+        return self.name
+
+    def get_name(self):
+        return self.name
+
+    def get_tags(self):
+        return self.tags
+
+    def get_match_count(self):
+        return self.match_count
+
+    def match(self, s):
+        fields = s.split(self.splitter)
+        if self.keyword not in fields:
+            return None
+        li = [kv for kv in [f.split(self.kv_splitter, 1) for f in fields] if len(kv) == 2]
+        result = {L[0]: self.fields[L[0]](L[1]) for L in li if L[0] in self.fields.keys()}
+
+        self.match_count = self.match_count + 1
+
+        for p in self.processors:
+            if isinstance(p, types.FunctionType):
+                result = p(self.name, result)
+            else:
+                result = p.process(self.name, result)
+        return result
+
+
 class PatternGroupBuilder:
     """
     build a pattern group
diff --git a/Coffee/Data/DataLoader.py b/Coffee/Data/DataLoader.py
index 64b25e8..d63c310 100644
--- a/Coffee/Data/DataLoader.py
+++ b/Coffee/Data/DataLoader.py
@@ -10,9 +10,9 @@
 from rich.progress import Progress
 import io
 
-from Coffee.Data.DataPattern import RegexPattern, PatternGroupBuilder
+from Coffee.Data.DataExtractor import RegexPattern, PatternGroupBuilder
 from Coffee.Core.Utils import merge_datetime
-from Coffee.Data.DataPattern import PatternGroup
+from Coffee.Data.DataExtractor import PatternGroup
 from Coffee.Data.DataFlow import DataPoint, DataLoader
 
 
diff --git a/Coffee/Data/TimestampPatterns.py b/Coffee/Data/TimestampPatterns.py
index 53c1d64..7efb935 100644
--- a/Coffee/Data/TimestampPatterns.py
+++ b/Coffee/Data/TimestampPatterns.py
@@ -1,7 +1,7 @@
 # Copyright 2022 tkorays. All Rights Reserved.
 # Licensed to MIT under a Contributor Agreement.
 
-from Coffee.Data.DataPattern import RegexPattern
+from Coffee.Data.DataExtractor import RegexPattern
 
 DEFAULT_TS_PATTERNS = [
     RegexPattern(
diff --git a/Coffee/Data/__init__.py b/Coffee/Data/__init__.py
index c88ffde..04689d5 100644
--- a/Coffee/Data/__init__.py
+++ b/Coffee/Data/__init__.py
@@ -7,7 +7,7 @@
     LogFileDataLoader
 )
 from .DataModel import DataModel
-from .DataPattern import (
+from .DataExtractor import (
     PatternInterface, RegexPattern,
     PatternGroup, PatternGroupBuilder
 )
diff --git a/requirements.txt b/requirements.txt
index fd3eab3..4b13a49 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,4 +12,5 @@ pid
 python-daemon
 django
 h5py
+numpy
 ddt
diff --git a/setup.py b/setup.py
index 765b4ac..0b10f1e 100644
--- a/setup.py
+++ b/setup.py
@@ -35,6 +35,7 @@
         'python-daemon',
         'django',
         'h5py',
+        'numpy',
         'ddt',
     ],
     dependency_links=[