From 05f8cf8e500a79eecb51db07e6dc5dd96131925e Mon Sep 17 00:00:00 2001
From: zsloan
Date: Thu, 10 Dec 2020 15:22:29 -0600
Subject: Added an export for the Correlation Matrix
---
.../wqflask/correlation_matrix/show_corr_matrix.py | 43 +++++++++++++++++++---
wqflask/wqflask/templates/correlation_matrix.html | 17 ++++++++-
wqflask/wqflask/views.py | 11 ++++++
3 files changed, 64 insertions(+), 7 deletions(-)
(limited to 'wqflask')
diff --git a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
index 0269ce68..a77877d2 100644
--- a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
+++ b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
@@ -20,24 +20,23 @@
import datetime
import math
+import random
+import string
+
import numpy as np
import scipy
import rpy2.robjects as robjects
-import utility.webqtlUtil # this is for parallel computing only.
-import utility.logger
+from rpy2.robjects.packages import importr
from base import data_set
+from base.webqtlConfig import GENERATED_TEXT_DIR
from functools import reduce
from functools import cmp_to_key
-from rpy2.robjects.packages import importr
-
from utility import webqtlUtil
from utility import helper_functions
from utility import corr_result_helpers
from utility.redis_tools import get_redis_conn
-logger = utility.logger.getLogger(__name__)
-
Redis = get_redis_conn()
THIRTY_DAYS = 60 * 60 * 24 * 30
@@ -135,6 +134,8 @@ class CorrelationMatrix(object):
self.corr_results.append(corr_result_row)
self.pca_corr_results.append(pca_corr_result_row)
+ self.export_filename, self.export_filepath = export_corr_matrix(self.corr_results)
+
self.trait_data_array = []
for trait_db in self.trait_list:
this_trait = trait_db[0]
@@ -232,6 +233,36 @@ class CorrelationMatrix(object):
loadings_array.append(loadings_row)
return loadings_array
+def export_corr_matrix(corr_results):
+ corr_matrix_filename = "corr_matrix_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ matrix_export_path = "{}{}.csv".format(GENERATED_TEXT_DIR, corr_matrix_filename)
+ with open(matrix_export_path, "w+") as output_file:
+ output_file.write("Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
+ output_file.write("\n")
+ output_file.write("Correlation ")
+ for i, item in enumerate(corr_results[0]):
+ output_file.write("Trait" + str(i + 1) + ": " + str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
+ output_file.write("\n")
+ for i, row in enumerate(corr_results):
+ output_file.write("Trait" + str(i + 1) + ": " + str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
+ for item in row:
+ output_file.write(str(item[1]) + "\t")
+ output_file.write("\n")
+
+ output_file.write("\n")
+ output_file.write("\n")
+ output_file.write("N ")
+ for i, item in enumerate(corr_results[0]):
+ output_file.write("Trait" + str(i) + ": " + str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
+ output_file.write("\n")
+ for i, row in enumerate(corr_results):
+ output_file.write("Trait" + str(i) + ": " + str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
+ for item in row:
+ output_file.write(str(item[2]) + "\t")
+ output_file.write("\n")
+
+ return corr_matrix_filename, matrix_export_path
+
def zScore(trait_data_array):
NN = len(trait_data_array[0])
if NN < 10:
diff --git a/wqflask/wqflask/templates/correlation_matrix.html b/wqflask/wqflask/templates/correlation_matrix.html
index 96ad9c35..78d7e9aa 100644
--- a/wqflask/wqflask/templates/correlation_matrix.html
+++ b/wqflask/wqflask/templates/correlation_matrix.html
@@ -1,10 +1,11 @@
{% extends "base.html" %}
+{% block title %}Correlation Matrix{% endblock %}
{% block css %}
-
+
{% endblock %}
{% block content %}
@@ -63,6 +64,12 @@
+
+
{% if pca_works == "True" %}
PCA Traits
@@ -172,6 +179,14 @@
"paging": false,
"orderClasses": true
} );
+
+ export_corr_matrix = function() {
+ $('#matrix_export_form').attr('action', '/export_corr_matrix');
+ return $('#matrix_export_form').submit();
+ }
+
+ $('#export').click(export_corr_matrix);
+
{% endblock %}
diff --git a/wqflask/wqflask/views.py b/wqflask/wqflask/views.py
index 3557a62a..25563e86 100644
--- a/wqflask/wqflask/views.py
+++ b/wqflask/wqflask/views.py
@@ -799,6 +799,17 @@ def export_mapping_results():
return response
+@app.route("/export_corr_matrix", methods = ('POST',))
+def export_corr_matrix():
+ file_path = request.form.get("export_filepath")
+ file_name = request.form.get("export_filename")
+ results_csv = open(file_path, "r").read()
+ response = Response(results_csv,
+ mimetype='text/csv',
+ headers={"Content-Disposition":"attachment;filename=" + file_name + ".csv"})
+
+ return response
+
@app.route("/export", methods = ('POST',))
def export():
logger.info("request.form:", request.form)
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