From 0f4ee702978a390f2961aced04860cfc50f303a3 Mon Sep 17 00:00:00 2001
From: Newnius <newnius.cn@gmail.com>
Date: Sat, 2 May 2020 18:32:07 +0800
Subject: [PATCH] update

---
 .idea/workspace.xml | 30 +++++++++++++++---------------
 serve.py            | 17 +++++++++++++----
 2 files changed, 28 insertions(+), 19 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 1c4f837..98b3616 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -51,7 +51,7 @@
           <entry key="csv" value="9" />
           <entry key="gitignore" value="12" />
           <entry key="md" value="141" />
-          <entry key="py" value="4110" />
+          <entry key="py" value="4187" />
           <entry key="sh" value="5" />
         </counts>
       </usages-collector>
@@ -61,7 +61,7 @@
           <entry key="Dockerfile" value="81" />
           <entry key="Markdown" value="141" />
           <entry key="PLAIN_TEXT" value="21" />
-          <entry key="Python" value="4110" />
+          <entry key="Python" value="4187" />
         </counts>
       </usages-collector>
     </session>
@@ -92,13 +92,13 @@
       <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/serve.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="235">
-              <caret line="143" column="19" lean-forward="true" selection-start-line="143" selection-start-column="19" selection-end-line="143" selection-end-column="19" />
+            <state relative-caret-position="220">
+              <caret line="143" lean-forward="true" selection-start-line="143" selection-end-line="143" />
               <folding>
                 <element signature="e#18#46#0" expanded="true" />
-                <marker date="1588413971073" expanded="true" signature="1167:1170" ph="..." />
-                <marker date="1588413971073" expanded="true" signature="3430:3432" ph="..." />
-                <marker date="1588413971073" expanded="true" signature="4337:5069" ph="..." />
+                <marker date="1588415457670" expanded="true" signature="1181:1184" ph="..." />
+                <marker date="1588415457670" expanded="true" signature="3444:3446" ph="..." />
+                <marker date="1588415457670" expanded="true" signature="4697:5429" ph="..." />
               </folding>
             </state>
           </provider>
@@ -248,7 +248,7 @@
   <component name="PropertiesComponent">
     <property name="WebServerToolWindowFactoryState" value="false" />
     <property name="aspect.path.notification.shown" value="true" />
-    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588414005760" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588415361766" />
     <property name="go.gopath.indexing.explicitly.defined" value="true" />
     <property name="nodejs_interpreter_path.stuck_in_default_project" value="undefined stuck path" />
     <property name="nodejs_npm_path_reset_for_default_project" value="true" />
@@ -289,12 +289,12 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="36471000" />
+      <workItem from="1588319878551" duration="37088000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="53444000" />
+    <option name="totallyTimeSpent" value="54061000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
@@ -440,13 +440,13 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/serve.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="235">
-          <caret line="143" column="19" lean-forward="true" selection-start-line="143" selection-start-column="19" selection-end-line="143" selection-end-column="19" />
+        <state relative-caret-position="220">
+          <caret line="143" lean-forward="true" selection-start-line="143" selection-end-line="143" />
           <folding>
             <element signature="e#18#46#0" expanded="true" />
-            <marker date="1588413971073" expanded="true" signature="1167:1170" ph="..." />
-            <marker date="1588413971073" expanded="true" signature="3430:3432" ph="..." />
-            <marker date="1588413971073" expanded="true" signature="4337:5069" ph="..." />
+            <marker date="1588415457670" expanded="true" signature="1181:1184" ph="..." />
+            <marker date="1588415457670" expanded="true" signature="3444:3446" ph="..." />
+            <marker date="1588415457670" expanded="true" signature="4697:5429" ph="..." />
           </folding>
         </state>
       </provider>
diff --git a/serve.py b/serve.py
index a821ce6..d8c19a3 100644
--- a/serve.py
+++ b/serve.py
@@ -18,6 +18,7 @@ from keras.layers import Dense
 from keras.layers import LSTM
 from math import sqrt
 import numpy
+import random
 
 PORT_NUMBER = 8080
 lock = Lock()
@@ -134,13 +135,21 @@ def predict(job, seq):
 	if job not in models or 'model' not in models[job]:
 		return -1, False
 
-	# load dataset
-
 	batch_size = int(models[job]['batch_size'])
 
-	df = read_csv('./data/' + job + '.csv', header=0, index_col=0, squeeze=True)
+	data = {
+		'seq': seq,
+		'value': 0,
+	}
+
+	file = './data/' + job + '.' + random.randint(1000, 9999) + '.csv'
+	df = pd.read_csv('./data/' + job + '.csv', usecols=['seq', 'value'])
 	df = df.tail(batch_size * 2 - 1)
-	df.loc[df.shape[0]] = [seq, 0]
+	df = df.append(data, ignore_index=True)
+	df.to_csv(file, index=False)
+
+	# load dataset
+	df = read_csv(file, header=0, index_col=0, squeeze=True)
 
 	# transform data to be stationary
 	raw_values = df.values