1 files changed, 72 insertions, 0 deletions
diff --git a/sample-apps/blog-tutorial-shared/src/python/parse.py b/sample-apps/blog-tutorial-shared/src/python/parse.py
new file mode 100644
index 00000000000..0d5f892eebc
--- /dev/null
+++ b/sample-apps/blog-tutorial-shared/src/python/parse.py
@@ -0,0 +1,72 @@
+import json
+import argparse
+
+
+class KaggleRawDataParser:
+
+    popularity = False
+    raw_data_file = None
+    total_number_of_likes = 0
+    likes_per_blog = {}
+
+    def __init__(self):
+        parser = argparse.ArgumentParser()
+        parser.add_argument("-p", "--popularity", action="store_true", help="add 'popularity' field")
+        parser.add_argument("file", help="location of file to be parsed")
+        args = parser.parse_args()
+
+        self.popularity = args.popularity
+        self.raw_data_file = args.file
+
+    def main(self):
+        if self.popularity:
+            self.calculate_popularity()
+        self.parse()
+
+    def calculate_popularity(self):
+        unparsed_file = open(self.raw_data_file, "r")
+
+        for line in unparsed_file:
+            data = json.loads(line)
+
+            self.total_number_of_likes += len(data["likes"])
+            if data["blog"] in self.likes_per_blog:
+                self.likes_per_blog[data["blog"]] += len(data["likes"])
+            else:
+                self.likes_per_blog[data["blog"]] = len(data["likes"])
+
+        unparsed_file.close()
+
+    def parse(self):
+        unparsed_file = open(self.raw_data_file, "r")
+
+        for line in unparsed_file:
+            data = json.loads(line)
+
+            parsed_data = {
+                "put": "id:blog-search:blog_post::" + data["post_id"],
+                "fields": {
+                    "blogname": data["blogname"],
+                    "post_id": data["post_id"],
+                    "author": data["author"],
+                    "language": data["language"],
+                    "categories": data["categories"],
+                    "title": data["title"],
+                    "blog": data["blog"],
+                    "date_gmt": data["date_gmt"],
+                    "url": data["url"],
+                    "content": data["content"],
+                    "tags": data["tags"],
+                    "date": int(data["date_gmt"][0:4] + data["date_gmt"][5:7] + data["date_gmt"][8:10])
+                }
+            }
+            if self.popularity:
+                parsed_data["fields"]["popularity"] = \
+                    float(self.likes_per_blog[data["blog"]]) / float(self.total_number_of_likes)
+
+            print(json.dumps(parsed_data))
+
+        unparsed_file.close()
+
+if __name__ == '__main__':
+    KaggleRawDataParser().main()