diff --git a/ChanKLC.py b/ChanKLC.py
index 3beabe4..26253a6 100644
--- a/ChanKLC.py
+++ b/ChanKLC.py
@@ -47,7 +47,9 @@ class ChanKLC():
 		self.signal = 0
 		self.state = Chan_MACD_STATE.UNKNOWN
 		self.continue_div = False
-		self.separate_div = 0
+		self.separate_div = False
+		self.ema52 = klu.ema52
+		self.ema24 = klu.ema24
 	def set_last_top_klu(self, last_top_klc):
 		self.last_top_klc = last_top_klc
 	def set_last_bottom_klc(self, last_bottom_klc):
@@ -62,21 +64,17 @@ class ChanKLC():
 		self.end_klu = klu
 		self.end_time = klu.time
 		self.close = klu.close
-		self.cal_indicators()
-		self.cal_shape_1()
-		self.strength = self.cal_klc_strength()
-		self.cal_bb_out()
-		if self.pre:
-			self.pre.cal_bb_out()
-	def cal_bb_out(self):
-		return
 		for klu in self.klus:
-			if klu.macd_state != Chan_MACD_STATE.UNKNOWN:
-				self.state = klu.macd_state
 			if klu.separate_div > 0:
 				self.separate_div = True
 			if klu.continue_div:
 				self.continue_div = klu.continue_div
+			if klu.macd_state != Chan_MACD_STATE.UNKNOWN:
+				self.state = klu.macd_state
+		self.cal_indicators()
+	def cal_bb_out(self):
+		return
+		for klu in self.klus:
 			if self.high >= klu.bbup302 and klu.bbup302 > 0 and (self.klc_fx_type == Chan_KLC_FX.TOP1 or self.klc_fx_type == Chan_KLC_FX.TOP2):
 				#print(self.end_time, self.high, klu.bbup302, self.klc_fx_type)
 				if self.high >= klu.bbup30 and klu.bbup30 > 0 and self.next and (self.next.macd - self.macd) < 0:
@@ -119,10 +117,14 @@ class ChanKLC():
 			self.rsi += self.klus[index].rsi
 			self.volume_ratio += self.klus[index].volume_ratio
 			self.macdhist += self.klus[index].macdhist
+			self.ema52 += self.klus[index].ema52
+			self.ema24 += self.klus[index].ema24
 		self.rsi = self.rsi / len(self.klus)
 		self.volume_ratio = self.volume_ratio / len(self.klus)
 		self.volume = self.volume / len(self.klus)
 		self.macdhist = self.macdhist / len(self.klus)
+		self.ema52 = self.ema52 / len(self.klus)
+		self.ema24 = self.ema24 / len(self.klus)
 		if len(self.klus) > 0:
 			self.macd = self.klus[-1].macd
 			self.signal = self.klus[-1].signal
diff --git a/ChanLun.py b/ChanLun.py
index 33952b6..30d6a57 100644
--- a/ChanLun.py
+++ b/ChanLun.py
@@ -1,6 +1,6 @@
 from datetime import timedelta
 from pandas import DataFrame
-from ChanEnum import Chan_FX_TYPE, Chan_KLINE_DIR, Chan_BI_DIR, Chan_SEG_DIR, Chan_ZS_DIR, Chan_BSP_DIR, Chan_BSP_TYPE, Chan_KLC_FX
+from ChanEnum import Chan_FX_TYPE, Chan_KLINE_DIR, Chan_BI_DIR, Chan_SEG_DIR, Chan_ZS_DIR, Chan_BSP_DIR, Chan_BSP_TYPE, Chan_KLC_FX, Chan_MACD_STATE
 from ChanKLU import ChanKLU
 from ChanKLC import ChanKLC
 from ChanBI import ChanBI
@@ -53,19 +53,15 @@ class ChanLun():
 	def check_fx(self, klc):
 		if klc.pre and klc.next:
 			if klc.high > klc.pre.high and klc.high > klc.next.high:
-				if klc.pre.pre and klc.high > klc.pre.pre.high and klc.next.next and klc.high > klc.next.next.high:
-					if klc.pre.pre.pre and klc.high > klc.pre.pre.pre.high and klc.next.next.next and klc.high > klc.next.next.next.high:
-						if klc.signal > 0 and klc.macd > klc.signal:
-							klc.set_fx(Chan_FX_TYPE.TOP)
-							#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "TOP")
-							return Chan_FX_TYPE.TOP
+				if klc.signal > 0 and klc.macd > klc.signal:
+					klc.set_fx(Chan_FX_TYPE.TOP)
+					#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "TOP")
+					return Chan_FX_TYPE.TOP
 			elif klc.low < klc.pre.low and klc.low < klc.next.low:
-				if klc.pre.pre and klc.low < klc.pre.pre.low and klc.next.next and klc.low < klc.next.next.low:
-					if klc.pre.pre.pre and klc.low < klc.pre.pre.pre.low and klc.next.next.next and klc.low < klc.next.next.next.low:
-						if klc.signal < 0 and klc.macd < klc.signal:
-							klc.set_fx(Chan_FX_TYPE.BOTTOM)
-							#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "BOTTOM")
-							return Chan_FX_TYPE.BOTTOM
+				if klc.signal < 0 and klc.macd < klc.signal:
+					klc.set_fx(Chan_FX_TYPE.BOTTOM)
+					#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "BOTTOM")
+					return Chan_FX_TYPE.BOTTOM
 		return Chan_FX_TYPE.UNKNOWN
 	def add_indicators(self, df):
 		fast = 12
diff --git a/TF_DF.py b/TF_DF.py
index 3f2d7be..942bf14 100644
--- a/TF_DF.py
+++ b/TF_DF.py
@@ -42,19 +42,15 @@ class TF_DF():
     def check_fx(self, klc):
 		if klc.pre and klc.next:
 			if klc.high > klc.pre.high and klc.high > klc.next.high:
-				if klc.pre.pre and klc.high > klc.pre.pre.high and klc.next.next and klc.high > klc.next.next.high:
-					if klc.pre.pre.pre and klc.high > klc.pre.pre.pre.high and klc.next.next.next and klc.high > klc.next.next.next.high:
-						if klc.macd > 0 and klc.macd > klc.signal and klc.signal > klc.macdhist:
-							klc.set_fx(Chan_FX_TYPE.TOP)
-							#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "TOP")
-							return Chan_FX_TYPE.TOP
+				if klc.macd > 0 and klc.macd > klc.signal and klc.signal > klc.macdhist:
+					klc.set_fx(Chan_FX_TYPE.TOP)
+					#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "TOP")
+					return Chan_FX_TYPE.TOP
 			elif klc.low < klc.pre.low and klc.low < klc.next.low:
-				if klc.pre.pre and klc.low < klc.pre.pre.low and klc.next.next and klc.low < klc.next.next.low:
-					if klc.pre.pre.pre and klc.low < klc.pre.pre.pre.low and klc.next.next.next and klc.low < klc.next.next.next.low:
-						if klc.macd < 0 and klc.macd < klc.signal and klc.signal < klc.macdhist:
-							klc.set_fx(Chan_FX_TYPE.BOTTOM)
-							#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "BOTTOM")
-							return Chan_FX_TYPE.BOTTOM
+				if klc.macd < 0 and klc.macd < klc.signal and klc.signal < klc.macdhist:
+					klc.set_fx(Chan_FX_TYPE.BOTTOM)
+					#print(klc.start_time, klc.end_time,klc.next.start_time, klc.next.end_time,klc.fx, "BOTTOM")
+					return Chan_FX_TYPE.BOTTOM
 		return Chan_FX_TYPE.UNKNOWN
     
     def cal_kl_data(self, dataframe:DataFrame):