sc/qa/uitest/statistics/regression.py | 289 ++++++++++++++++++++++++++++++++++
1 file changed, 289 insertions(+)
New commits:
commit f32428f7eb03bce4fa8a4f8e7837d306cb7f4558
Author: Zdeněk Crhonek <zcrho...@gmail.com>
Date: Thu Jun 14 17:23:00 2018 +0200
uitest Calc/statistics/ regression
Change-Id: If14073ad3c078925e32a946398ec1db73d2daa39
Reviewed-on: https://gerrit.libreoffice.org/55813
Tested-by: Jenkins
Reviewed-by: Zdenek Crhonek <zcrho...@gmail.com>
diff --git a/sc/qa/uitest/statistics/regression.py
b/sc/qa/uitest/statistics/regression.py
new file mode 100644
index 000000000000..b586d7af7c49
--- /dev/null
+++ b/sc/qa/uitest/statistics/regression.py
@@ -0,0 +1,289 @@
+# -*- tab-width: 4; indent-tabs-mode: nil; py-indent-offset: 4 -*-
+#
+# This Source Code Form is subject to the terms of the Mozilla Public
+# License, v. 2.0. If a copy of the MPL was not distributed with this
+# file, You can obtain one at http://mozilla.org/MPL/2.0/.
+#
+from uitest.framework import UITestCase
+from uitest.uihelper.common import get_state_as_dict
+from uitest.uihelper.common import select_pos
+from uitest.uihelper.calc import enter_text_to_cell
+from libreoffice.calc.document import get_sheet_from_doc
+from libreoffice.calc.conditional_format import
get_conditional_format_from_sheet
+from uitest.debug import sleep
+from libreoffice.calc.document import get_cell_by_position
+from libreoffice.uno.propertyvalue import mkPropertyValues
+
+class regression(UITestCase):
+ def test_regression_column(self):
+ calc_doc = self.ui_test.create_doc_in_start_center("calc")
+ xCalcDoc = self.xUITest.getTopFocusWindow()
+ gridwin = xCalcDoc.getChild("grid_window")
+ document = self.ui_test.get_component()
+ #fill data
+ enter_text_to_cell(gridwin, "A1", "Time")
+ enter_text_to_cell(gridwin, "A2", "1")
+ enter_text_to_cell(gridwin, "A3", "2")
+ enter_text_to_cell(gridwin, "A4", "3")
+ enter_text_to_cell(gridwin, "A5", "4")
+ enter_text_to_cell(gridwin, "A6", "5")
+ enter_text_to_cell(gridwin, "A7", "6")
+ enter_text_to_cell(gridwin, "A8", "7")
+ enter_text_to_cell(gridwin, "A9", "8")
+ enter_text_to_cell(gridwin, "A10", "9")
+ enter_text_to_cell(gridwin, "A11", "10")
+
+ enter_text_to_cell(gridwin, "B1", "Measurement")
+ enter_text_to_cell(gridwin, "B2", "2.7")
+ enter_text_to_cell(gridwin, "B3", "4")
+ enter_text_to_cell(gridwin, "B4", "4.4")
+ enter_text_to_cell(gridwin, "B5", "7.1")
+ enter_text_to_cell(gridwin, "B6", "4.9")
+ enter_text_to_cell(gridwin, "B7", "3.6")
+ enter_text_to_cell(gridwin, "B8", "4")
+ enter_text_to_cell(gridwin, "B9", "0.6")
+ enter_text_to_cell(gridwin, "B10", "1")
+ enter_text_to_cell(gridwin, "B11", "4.3")
+
+ gridwin.executeAction("SELECT", mkPropertyValues({"RANGE": "A2:B11"}))
+
self.ui_test.execute_modeless_dialog_through_command(".uno:RegressionDialog")
+ xDialog = self.xUITest.getTopFocusWindow()
+ xvariable1rangeedit = xDialog.getChild("variable1-range-edit")
+ xvariable2rangeedit = xDialog.getChild("variable2-range-edit")
+ xoutputrangeedit = xDialog.getChild("output-range-edit")
+ xgroupedbyrowsradio = xDialog.getChild("groupedby-rows-radio")
+ xgroupedbycolumnsradio = xDialog.getChild("groupedby-columns-radio")
+ xlinearcheck = xDialog.getChild("linear-check")
+ xlogarithmiccheck = xDialog.getChild("logarithmic-check")
+ xpowercheck = xDialog.getChild("power-check")
+
+ xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+ xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+ xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"TEXT":"$Sheet1.$A$2:$A$11"}))
+ xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+ xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+ xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"TEXT":"$Sheet1.$B$2:$B$11"}))
+ xoutputrangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+ xoutputrangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+ xoutputrangeedit.executeAction("TYPE", mkPropertyValues({"TEXT":"F1"}))
+ xgroupedbycolumnsradio.executeAction("CLICK", tuple())
+ if (get_state_as_dict(xlinearcheck)["Selected"]) == "false":
+ xlinearcheck.executeAction("CLICK", tuple())
+ if (get_state_as_dict(xlogarithmiccheck)["Selected"]) == "false":
+ xlogarithmiccheck.executeAction("CLICK", tuple())
+ if (get_state_as_dict(xpowercheck)["Selected"]) == "false":
+ xpowercheck.executeAction("CLICK", tuple())
+ xOKBtn = xDialog.getChild("ok")
+ self.ui_test.close_dialog_through_button(xOKBtn)
+ #Verify
+ self.assertEqual(get_cell_by_position(document, 0, 5, 0).getString(),
"Regression")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 2).getString(),
"Regression Model")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 3).getString(),
"R^2")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 4).getString(),
"Standard Error")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 6).getString(),
"Slope")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 7).getString(),
"Intercept")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 9).getValue(), 1)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 10).getValue(),
2)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 11).getValue(),
3)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 12).getValue(),
4)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 13).getValue(),
5)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 14).getValue(),
6)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 15).getValue(),
7)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 16).getValue(),
8)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 17).getValue(),
9)
+ self.assertEqual(get_cell_by_position(document, 0, 5, 18).getValue(),
10)
+
+ self.assertEqual(get_cell_by_position(document, 0, 6, 2).getString(),
"Linear")
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
3).getValue(),13), 0.1243901235130)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
4).getValue(),9), 1.869256861)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
6).getValue(),8), -0.21939394)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
7).getValue(),8), 4.86666667)
+
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
9).getValue(),12), 4.647272727273)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
10).getValue(),11), 4.42787878788)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
11).getValue(),11), 4.20848484848)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
12).getValue(),11), 3.98909090909)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
13).getValue(),12), 3.769696969697)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
14).getValue(),11), 3.55030303030)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
15).getValue(),11), 3.33090909091)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
16).getValue(),10), 3.1115151515)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
17).getValue(),11), 2.89212121212)
+ self.assertEqual(round(get_cell_by_position(document, 0, 6,
18).getValue(),12), 2.672727272727)
+
+ self.assertEqual(get_cell_by_position(document, 0, 7, 2).getString(),
"Logarithmic")
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
3).getValue(),13), 0.0362835060138)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
4).getValue(),9), 1.961048360)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
6).getValue(),8), -0.48941120)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
7).getValue(),8), 4.39922687)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
9).getValue(),12), 4.399226869524)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
10).getValue(),11), 4.05999287553)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
11).getValue(),11), 3.86155371008)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
12).getValue(),11), 3.72075888154)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
13).getValue(),12), 3.611549928136)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
14).getValue(),11), 3.52231971609)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
15).getValue(),11), 3.44687664676)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
16).getValue(),10), 3.3815248876)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
17).getValue(),11), 3.32388055063)
+ self.assertEqual(round(get_cell_by_position(document, 0, 7,
18).getValue(),12), 3.272315934145)
+
+ self.assertEqual(get_cell_by_position(document, 0, 8, 2).getString(),
"Power")
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
3).getValue(),13), 0.0884254697227)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
4).getValue(),9), 0.774632105)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
6).getValue(),8), -0.31030853)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
7).getValue(),8), 4.81267293)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
9).getValue(),12), 4.812672931007)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
10).getValue(),12), 3.881272835552)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
11).getValue(),11), 3.42240619237)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
12).getValue(),11), 3.13012727853)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
13).getValue(),11), 2.92072046513)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
14).getValue(),12), 2.760065430808)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
15).getValue(),10), 2.6311476385)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
16).getValue(),11), 2.52435146791)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
17).getValue(),10), 2.4337544465)
+ self.assertEqual(round(get_cell_by_position(document, 0, 8,
18).getValue(),11), 2.35547130753)
+
+ #undo
+ self.xUITest.executeCommand(".uno:Undo")
+ self.assertEqual(get_cell_by_position(document, 0, 5, 0).getString(),
"")
+
+ self.ui_test.close_doc()
+
+#doesn't work in test
+# def test_regression_row(self):
+# calc_doc = self.ui_test.create_doc_in_start_center("calc")
+# xCalcDoc = self.xUITest.getTopFocusWindow()
+# gridwin = xCalcDoc.getChild("grid_window")
+# document = self.ui_test.get_component()
+# #fill data
+# enter_text_to_cell(gridwin, "A1", "Time")
+# enter_text_to_cell(gridwin, "A2", "Measurement")
+# enter_text_to_cell(gridwin, "B1", "1")
+# enter_text_to_cell(gridwin, "B2", "2.7")
+# enter_text_to_cell(gridwin, "C1", "2")
+# enter_text_to_cell(gridwin, "C2", "4")
+# enter_text_to_cell(gridwin, "D1", "3")
+# enter_text_to_cell(gridwin, "D2", "4.4")
+# enter_text_to_cell(gridwin, "E1", "4")
+# enter_text_to_cell(gridwin, "E2", "7.1")
+# enter_text_to_cell(gridwin, "F1", "5")
+# enter_text_to_cell(gridwin, "F2", "4.9")
+# enter_text_to_cell(gridwin, "G1", "6")
+# enter_text_to_cell(gridwin, "G2", "3.6")
+# enter_text_to_cell(gridwin, "H1", "7")
+# enter_text_to_cell(gridwin, "H2", "4")
+# enter_text_to_cell(gridwin, "I1", "8")
+# enter_text_to_cell(gridwin, "I2", "0.6")
+# enter_text_to_cell(gridwin, "J1", "9")
+# enter_text_to_cell(gridwin, "J2", "1")
+# enter_text_to_cell(gridwin, "K1", "10")
+# enter_text_to_cell(gridwin, "K2", "4.3")
+
+## gridwin.executeAction("SELECT", mkPropertyValues({"RANGE": "B1:K1"}))
+# sleep(5)
+#
self.ui_test.execute_modeless_dialog_through_command(".uno:RegressionDialog")
+# xDialog = self.xUITest.getTopFocusWindow()
+# xvariable1rangeedit = xDialog.getChild("variable1-range-edit")
+# xvariable2rangeedit = xDialog.getChild("variable2-range-edit")
+# xoutputrangeedit = xDialog.getChild("output-range-edit")
+# xgroupedbyrowsradio = xDialog.getChild("groupedby-rows-radio")
+# xgroupedbycolumnsradio = xDialog.getChild("groupedby-columns-radio")
+# xlinearcheck = xDialog.getChild("linear-check")
+# xlogarithmiccheck = xDialog.getChild("logarithmic-check")
+# xpowercheck = xDialog.getChild("power-check")
+# sleep(4)
+
+# xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+# xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+# xvariable1rangeedit.executeAction("TYPE",
mkPropertyValues({"TEXT":"$Sheet1.$B$1:$K$1"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"TAB"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+# xvariable2rangeedit.executeAction("TYPE",
mkPropertyValues({"TEXT":"$Sheet1.$B$2:$K$2"}))
+# xoutputrangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"CTRL+A"}))
+# xoutputrangeedit.executeAction("TYPE",
mkPropertyValues({"KEYCODE":"BACKSPACE"}))
+# xoutputrangeedit.executeAction("TYPE",
mkPropertyValues({"TEXT":"$M$1"}))
+# xgroupedbyrowsradio.executeAction("CLICK", tuple())
+# if (get_state_as_dict(xlinearcheck)["Selected"]) == "false":
+# xlinearcheck.executeAction("CLICK", tuple())
+# if (get_state_as_dict(xlogarithmiccheck)["Selected"]) == "false":
+# xlogarithmiccheck.executeAction("CLICK", tuple())
+# if (get_state_as_dict(xpowercheck)["Selected"]) == "false":
+# xpowercheck.executeAction("CLICK", tuple())
+# xOKBtn = xDialog.getChild("ok")
+# sleep(5)
+# self.ui_test.close_dialog_through_button(xOKBtn)
+# sleep(6)
+# #Verify
+# self.assertEqual(get_cell_by_position(document, 0, 12,
0).getString(), "Regression")
+# self.assertEqual(get_cell_by_position(document, 0, 12,
2).getString(), "Regression Model")
+# self.assertEqual(get_cell_by_position(document, 0, 12,
3).getString(), "R^2")
+# self.assertEqual(get_cell_by_position(document, 0, 12,
4).getString(), "Standard Error")
+# self.assertEqual(get_cell_by_position(document, 0, 12,
6).getString(), "Slope")
+# self.assertEqual(get_cell_by_position(document, 0, 12,
7).getString(), "Intercept")
+# self.assertEqual(get_cell_by_position(document, 0, 12, 9).getValue(),
1)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
10).getValue(), 2)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
11).getValue(), 3)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
12).getValue(), 4)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
13).getValue(), 5)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
14).getValue(), 6)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
15).getValue(), 7)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
16).getValue(), 8)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
17).getValue(), 9)
+# self.assertEqual(get_cell_by_position(document, 0, 12,
18).getValue(), 10)
+
+# self.assertEqual(get_cell_by_position(document, 0, 13,
2).getString(), "Linear")
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
3).getValue(),13), 0.1243901235130)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
4).getValue(),9), 1.869256861)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
6).getValue(),8), -0.21939394)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
7).getValue(),8), 4.86666667)
+
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
9).getValue(),12), 4.647272727273)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
10).getValue(),11), 4.42787878788)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
11).getValue(),11), 4.20848484848)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
12).getValue(),11), 3.98909090909)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
13).getValue(),12), 3.769696969697)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
14).getValue(),11), 3.55030303030)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
15).getValue(),11), 3.33090909091)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
16).getValue(),10), 3.1115151515)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
17).getValue(),11), 2.89212121212)
+# self.assertEqual(round(get_cell_by_position(document, 0, 13,
18).getValue(),12), 2.672727272727)
+
+# self.assertEqual(get_cell_by_position(document, 0, 14,
2).getString(), "Logarithmic")
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
3).getValue(),13), 0.0362835060138)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
4).getValue(),9), 1.961048360)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
6).getValue(),8), -0.48941120)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
7).getValue(),8), 4.39922687)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
9).getValue(),12), 4.399226869524)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
10).getValue(),11), 4.05999287553)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
11).getValue(),11), 3.86155371008)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
12).getValue(),11), 3.72075888154)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
13).getValue(),12), 3.611549928136)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
14).getValue(),11), 3.52231971609)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
15).getValue(),11), 3.44687664676)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
16).getValue(),10), 3.3815248876)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
17).getValue(),11), 3.32388055063)
+# self.assertEqual(round(get_cell_by_position(document, 0, 14,
18).getValue(),12), 3.272315934145)
+
+# self.assertEqual(get_cell_by_position(document, 0, 15,
2).getString(), "Power")
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
3).getValue(),13), 0.0884254697227)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
4).getValue(),9), 0.774632105)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
6).getValue(),8), -0.31030853)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
7).getValue(),8), 4.81267293)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
9).getValue(),12), 4.812672931007)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
10).getValue(),12), 3.881272835552)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
11).getValue(),11), 3.42240619237)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
12).getValue(),11), 3.13012727853)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
13).getValue(),11), 2.92072046513)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
14).getValue(),12), 2.760065430808)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
15).getValue(),10), 2.6311476385)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
16).getValue(),11), 2.52435146791)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
17).getValue(),10), 2.4337544465)
+# self.assertEqual(round(get_cell_by_position(document, 0, 15,
18).getValue(),11), 2.35547130753)
+# #undo
+# self.xUITest.executeCommand(".uno:Undo")
+# self.assertEqual(get_cell_by_position(document, 0, 5, 0).getString(),
"")
+
+# self.ui_test.close_doc()
+# vim: set shiftwidth=4 softtabstop=4 expandtab:
\ No newline at end of file
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