From cb24b8f7f4d87cc31ee5cd1d44bf5a5c32941acc Mon Sep 17 00:00:00 2001
From: nikita12panwar <60709498+nikita12panwar@users.noreply.github.com>
Date: Mon, 11 May 2020 17:05:17 +0530
Subject: [PATCH 1/4] Add files via upload

---
 .../HadoopCommandAssignment.docx               | Bin 0 -> 15401 bytes
 Nikita-DataScience/HadoopTheoryAssignment.docx | Bin 0 -> 17882 bytes
 Nikita-DataScience/aggregateData.docx          | Bin 0 -> 399001 bytes
 Nikita-DataScience/csv2xml.docx                | Bin 0 -> 742243 bytes
 Nikita-DataScience/filterData.docx             | Bin 0 -> 396852 bytes
 Nikita-DataScience/findReplaceData.docx        | Bin 0 -> 575419 bytes
 Nikita-DataScience/removeSpace.docx            | Bin 0 -> 353763 bytes
 7 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 Nikita-DataScience/HadoopCommandAssignment.docx
 create mode 100644 Nikita-DataScience/HadoopTheoryAssignment.docx
 create mode 100644 Nikita-DataScience/aggregateData.docx
 create mode 100644 Nikita-DataScience/csv2xml.docx
 create mode 100644 Nikita-DataScience/filterData.docx
 create mode 100644 Nikita-DataScience/findReplaceData.docx
 create mode 100644 Nikita-DataScience/removeSpace.docx

diff --git a/Nikita-DataScience/HadoopCommandAssignment.docx b/Nikita-DataScience/HadoopCommandAssignment.docx
new file mode 100644
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diff --git a/Nikita-DataScience/findReplaceData.docx b/Nikita-DataScience/findReplaceData.docx
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From d5cc71799e7ebc1c51ed313a12f4801680241e44 Mon Sep 17 00:00:00 2001
From: nikita12panwar <60709498+nikita12panwar@users.noreply.github.com>
Date: Mon, 18 May 2020 22:58:56 +0530
Subject: [PATCH 2/4] Add files via upload

---
 Nikita-DataScience/Assignments_1.html         | 42 +++++++++++++++++++
 .../Partitioning&Bucketing.html               | 42 +++++++++++++++++++
 2 files changed, 84 insertions(+)
 create mode 100644 Nikita-DataScience/Assignments_1.html
 create mode 100644 Nikita-DataScience/Partitioning&Bucketing.html

diff --git a/Nikita-DataScience/Assignments_1.html b/Nikita-DataScience/Assignments_1.html
new file mode 100644
index 0000000..86e50b4
--- /dev/null
+++ b/Nikita-DataScience/Assignments_1.html
@@ -0,0 +1,42 @@
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From e43ab69b2d6f8aa99a68d6c69ac62e7017392076 Mon Sep 17 00:00:00 2001
From: nikita12panwar <60709498+nikita12panwar@users.noreply.github.com>
Date: Sun, 24 May 2020 11:46:31 +0530
Subject: [PATCH 3/4] Add files via upload

---
 Nikita-DataScience/Assignment_2(Scala).html | 42 +++++++++++++++++++++
 Nikita-DataScience/Assignment_3(spark).html | 42 +++++++++++++++++++++
 2 files changed, 84 insertions(+)
 create mode 100644 Nikita-DataScience/Assignment_2(Scala).html
 create mode 100644 Nikita-DataScience/Assignment_3(spark).html

diff --git a/Nikita-DataScience/Assignment_2(Scala).html b/Nikita-DataScience/Assignment_2(Scala).html
new file mode 100644
index 0000000..05e5284
--- /dev/null
+++ b/Nikita-DataScience/Assignment_2(Scala).html
@@ -0,0 +1,42 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <meta name="databricks-html-version" content="1">
+<title>Assignment_2(Scala) - Databricks</title>
+
+<meta charset="utf-8">
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diff --git a/Nikita-DataScience/Assignment_3(spark).html b/Nikita-DataScience/Assignment_3(spark).html
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From b7e2c80b73be5a346a685c41c81701ad60f9d336 Mon Sep 17 00:00:00 2001
From: nikita12panwar <60709498+nikita12panwar@users.noreply.github.com>
Date: Sat, 30 May 2020 22:19:11 +0530
Subject: [PATCH 4/4] Add files via upload

---
 Nikita-DataScience/Assignment_4(RDD).html | 42 +++++++++++++++++++++++
 1 file changed, 42 insertions(+)
 create mode 100644 Nikita-DataScience/Assignment_4(RDD).html

diff --git a/Nikita-DataScience/Assignment_4(RDD).html b/Nikita-DataScience/Assignment_4(RDD).html
new file mode 100644
index 0000000..961686f
--- /dev/null
+++ b/Nikita-DataScience/Assignment_4(RDD).html
@@ -0,0 +1,42 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <meta name="databricks-html-version" content="1">
+<title>Assignment_4(RDD) - Databricks</title>
+
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+<meta name="robots" content="nofollow">
+<meta http-equiv="Content-Language" content="en">
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+  var c = document.createElement('div');
+  c.innerHTML = ('<h1>Network Error</h1>' +
+    '<p><b>Please check your network connection and try again.</b></p>' +
+    '<p>Could not load a required resource: ' + u + '</p>');
+  c.style.margin = '30px';
+  c.style.padding = '20px 50px';
+  c.style.backgroundColor = '#f5f5f5';
+  c.style.borderRadius = '5px';
+  b.appendChild(c);
+}
+</script>
+</body>
+</html>