Secondary sort for the by_author dataset should be CreatedAt.

diff --git a/comments_2_parquet.py b/comments_2_parquet.py
index cff16342dede2f0d04f71aeb36d0c4e1f21ab999..bd853f72daf8899a371c06cde85150bf2fb3b418 100755 (executable)
--- a/comments_2_parquet.py
+++ b/comments_2_parquet.py
@@ -1,7 +1,7 @@
 
 #!/usr/bin/env python3
 import pyspark
 
 #!/usr/bin/env python3
 import pyspark

-nfrom pyspark.sql import functions as f
+from pyspark.sql import functions as f

 from pyspark.sql.types import *
 from pyspark import SparkConf, SparkContext
 from pyspark.sql import SparkSession, SQLContext
 from pyspark.sql.types import *
 from pyspark import SparkConf, SparkContext
 from pyspark.sql import SparkSession, SQLContext

diff --git a/submissions_2_parquet.py b/submissions_2_parquet.py
index 6e46970a8139e58028d9504500be7bb640186fb0..014221044fb266a02d071b0106aeb59a02ed7e24 100755 (executable)
--- a/submissions_2_parquet.py
+++ b/submissions_2_parquet.py
@@ -201,7 +201,7 @@ df2.write.parquet("/gscratch/comdata/output/reddit_submissions_by_subreddit.parq
 
 
 # we also want to have parquet files sorted by author then reddit. 
 
 
 # we also want to have parquet files sorted by author then reddit. 

-df3 = df.sort(["author","subreddit","id","Year","Month","Day"],ascending=True)
+df3 = df.sort(["author","CreatedAt","subreddit","id","Year","Month","Day"],ascending=True)

 df3.write.parquet("/gscratch/comdata/output/reddit_submissions_by_author.parquet", partitionBy=["Year",'Month'], mode='overwrite')
 
 os.remove("/gscratch/comdata/output/reddit_submissions.parquet_temp")
 df3.write.parquet("/gscratch/comdata/output/reddit_submissions_by_author.parquet", partitionBy=["Year",'Month'], mode='overwrite')
 
 os.remove("/gscratch/comdata/output/reddit_submissions.parquet_temp")