Daniel Rodriguez danielfrg
danielfrg
/ merge-files-hdfs-count-pipeline.py
Last active
October 15, 2018 16:18
Luigi pipeline:
1. Read a bunch of TDF files from local storage and created a big json file in HDFS
2. Uses a hadoop MR job to count the number of words (this is actually a field on each json object)
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| import json | |
| import luigi | |
| import luigi.hdfs | |
| import luigi.hadoop | |
| import pandas as pd | |
| import numpy | |
| import pandas | |
| luigi.hadoop.attach(numpy, pandas) |
danielfrg
/ clean-html-solr-pipeline.py
Last active
May 6, 2019 12:45
Luigi pipeline that:
1. Reads a tdf file using pandas with html on the 'content' column and created another tdf with just the text of the html (beautifulsoup)
2. Indexes the text into a Solr collection using mysolr
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| import re | |
| import json | |
| import luigi | |
| import pandas as pd | |
| from mysolr import Solr | |
| from bs4 import BeautifulSoup | |
| class InputText(luigi.ExternalTask): |
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