From d65c262d1eb6683d20b3b2354417822d5e62ed11 Mon Sep 17 00:00:00 2001
From: 2437708352 <2437708352@qq.com>
Date: Thu, 25 Aug 2022 16:35:16 +0800
Subject: [PATCH] =?UTF-8?q?=E5=86=99=E4=BA=86=E4=B8=80=E4=B8=AA=E7=99=BD?=
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---
 .idea/misc.xml           |  2 +-
 .idea/python_project.iml |  2 +-
 disturb_data_to_csv.py   | 40 ++++++++++++++++++++++++++++++++++++++++
 3 files changed, 42 insertions(+), 2 deletions(-)
 create mode 100644 disturb_data_to_csv.py

diff --git a/.idea/misc.xml b/.idea/misc.xml
index d1e22ec..543d87e 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -1,4 +1,4 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8 (python_vitual_3.85)" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file
diff --git a/.idea/python_project.iml b/.idea/python_project.iml
index a027b29..2238bce 100644
--- a/.idea/python_project.iml
+++ b/.idea/python_project.iml
@@ -2,7 +2,7 @@
 <module type="PYTHON_MODULE" version="4">
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$" />
-    <orderEntry type="inheritedJdk" />
+    <orderEntry type="jdk" jdkName="Python 3.8 (python_vitual_3.85)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
   <component name="PyDocumentationSettings">
diff --git a/disturb_data_to_csv.py b/disturb_data_to_csv.py
new file mode 100644
index 0000000..2cc8bb2
--- /dev/null
+++ b/disturb_data_to_csv.py
@@ -0,0 +1,40 @@
+import pandas as pd
+import random
+import numpy
+from white_noise import white_noise
+import ray
+
+ray.init()
+filepath = "E:/Data_sum/ttxd200.csv"
+origin_data = pd.read_csv(filepath)
+row_len = origin_data.shape[0]
+cow_len = origin_data.shape[1]
+columns_index=origin_data.columns
+columns_list=columns_index.tolist()
+
+disturb_data = origin_data
+real_origin_data = origin_data
+algorithm_white_noise = white_noise.remote()
+algorithm_white_noise.set_config.remote('{"WHITE_NOISE_STANDARD_DEVIATION_BASE": 30}')
+
+#cow_name = "ttxd_12_1"
+contrast_data = pd.DataFrame()
+
+
+for i in range(0,row_len-50,10):
+    col_number = random.randint(0,cow_len)
+    cow_name = columns_list[col_number]
+    for j in range(i,i+50):
+        futures = algorithm_white_noise.eval.remote(origin_data.loc[j, cow_name])
+        disturb_data.loc[i, cow_name] = ray.get(futures)
+    contrast_data[cow_name+'_disturb'+str(i)] = disturb_data[cow_name]
+    disturb_data = real_origin_data
+    origin_data = real_origin_data
+
+# print(columns_list)
+contrast_data.to_csv("E:/Data_sum/ttxd200_disturb.csv", index=False)
+contrast_data_only = contrast_data.values
+# contrast_data_only.to_csv("E:/Data_sum/ttxd200_disturb_data.csv", index=False)
+print(contrast_data_only)
+# pd.DataFrame(contrast_data_only).to_csv("E:/Data_sum/ttxd200_disturb_data.csv", index=False)
+numpy.savetxt("E:/Data_sum/ttxd200_disturb_data.csv", contrast_data_only, delimiter=",")
\ No newline at end of file