diff --git a/hakuin/Extractor.py b/hakuin/Extractor.py
index c1acf03..a6373a3 100644
--- a/hakuin/Extractor.py
+++ b/hakuin/Extractor.py
@@ -2,8 +2,6 @@ import hakuin
 import hakuin.search_algorithms as alg
 import hakuin.collectors as coll
 
-from hakuin.utils import CHARSET_DIGITS
-
 
 
 class Extractor:
@@ -200,12 +198,10 @@ class Extractor:
             list: list of floats in the column
         '''
         ctx = coll.Context(table=table, column=column)
-        res = coll.BinaryTextCollector(
+        return coll.FloatCollector(
             requester=self.requester,
             dbms=self.dbms,
-            charset=CHARSET_DIGITS,
         ).run(ctx)
-        return [float(v) if v is not None else None for v in res]
 
 
     def extract_column_bytes(self, table, column):
diff --git a/hakuin/collectors.py b/hakuin/collectors.py
index 0e282f2..edd9c93 100644
--- a/hakuin/collectors.py
+++ b/hakuin/collectors.py
@@ -3,7 +3,7 @@ from abc import ABCMeta, abstractmethod
 from collections import Counter
 
 import hakuin
-from hakuin.utils import tokenize, EOS, ASCII_MAX, UNICODE_MAX, BYTE_MAX
+from hakuin.utils import tokenize, EOS, ASCII_MAX, UNICODE_MAX, BYTE_MAX, CHARSET_DIGITS
 from hakuin.utils.huffman import make_tree
 from hakuin.search_algorithms import BinarySearch, TreeSearch, NumericBinarySearch
 
@@ -116,6 +116,7 @@ class Collector(metaclass=ABCMeta):
         return self.requester.request(ctx, query)
 
 
+
 class IntCollector(Collector):
     '''Collector for integer columns'''
     def collect_row(self, ctx):
@@ -129,12 +130,35 @@ class IntCollector(Collector):
         ).run(ctx)
 
 
+
+class FloatCollector(Collector):
+    '''Collector for integer columns'''
+    def collect_row(self, ctx):
+        ctx.s = ''
+        while True:
+            c = self.collect_one(ctx)
+            if c == EOS:
+                return ctx.s
+            ctx.s += c
+
+        return float(ctx.s)
+
+
+    def collect_one(self, ctx):
+        return BinarySearch(
+            requester=self.requester,
+            query_cb=self.dbms.q_float_char_in_set,
+            values=CHARSET_DIGITS,
+        ).run(ctx)
+
+
+
 class BytesCollector(Collector):
     '''Collector for bytes columns'''
     def collect_row(self, ctx):
         ctx.s = b''
         while True:
-            b = self.collect_byte(ctx)
+            b = self.collect_one(ctx)
             if b == EOS:
                 return ctx.s
             ctx.s += b
@@ -142,7 +166,7 @@ class BytesCollector(Collector):
         return ctx.s
 
 
-    def collect_byte(self, ctx):
+    def collect_one(self, ctx):
         res = NumericBinarySearch(
             requester=self.requester,
             query_cb=self.dbms.q_byte_lt,
@@ -154,6 +178,7 @@ class BytesCollector(Collector):
         return EOS if res == BYTE_MAX + 1 else res.to_bytes(1, 'big')
 
 
+
 class TextCollector(Collector):
     '''Collector for text columns.'''
     def __init__(self, requester, dbms, charset=None):
diff --git a/hakuin/dbms/DBMS.py b/hakuin/dbms/DBMS.py
index 06a0ca6..353ddbb 100644
--- a/hakuin/dbms/DBMS.py
+++ b/hakuin/dbms/DBMS.py
@@ -114,8 +114,8 @@ class DBMS(metaclass=ABCMeta):
         query = self.jj.get_template('char_in_set.jinja').render(ctx=ctx, values=values, has_eos=has_eos)
         return self.normalize(query)
 
-    def q_char_lt(self, ctx, n, has_eos):
-        query = self.jj.get_template('char_lt.jinja').render(ctx=ctx, n=n, has_eos=has_eos)
+    def q_char_lt(self, ctx, n):
+        query = self.jj.get_template('char_lt.jinja').render(ctx=ctx, n=n)
         return self.normalize(query)
 
     def q_string_in_set(self, ctx, values):
@@ -126,6 +126,9 @@ class DBMS(metaclass=ABCMeta):
         query = self.jj.get_template('int_lt.jinja').render(ctx=ctx, n=n)
         return self.normalize(query)
 
+    def q_float_char_in_set(self, ctx, values):
+        return self.q_char_in_set(ctx, values)
+
     def q_byte_lt(self, ctx, n):
         query = self.jj.get_template('byte_lt.jinja').render(ctx=ctx, n=n)
         return self.normalize(query)