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diff --git a/mapreduce/cdx-record-pipeline/README.md b/mapreduce/cdx-record-pipeline/README.md
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+CDX Record Pipeline (GrobId Edition)
+=====================================
+
+Hadoop based pipeline to process PDFs from a specified IA CDX dataset
+
+## Local mode example ##
+
+```
+cat -n /home/bnewbold/100k_random_gwb_pdf.cdx | ./cdx-record-pipeline.py
+ 
+```
+
+## Cluster mode example ##
+
+```
+input=100k_random_gwb_pdf.cdx
+output=100k_random_gwb_pdf.out
+lines_per_map=1000
+
+hadoop jar /home/webcrawl/hadoop-2/hadoop-mapreduce/hadoop-streaming.jar
+	-archives "hdfs://ia802400.us.archive.org:6000/lib/cdx-record-pipeline-venv.zip#cdx-record-pipeline-venv"
+	-D mapred.reduce.tasks=0
+	-D mapred.job.name=Cdx-Record-Pipeline
+	-D mapreduce.job.queuename=extraction
+	-D mapred.line.input.format.linespermap=${lines_per_map} 
+	-inputformat org.apache.hadoop.mapred.lib.NLineInputFormat 
+	-input ${input}
+	-output ${output}
+	-mapper cdx-record-pipeline.py
+	-file cdx-record-pipeline.py
+
+```
+
diff --git a/mapreduce/cdx-record-pipeline/cdx-record-pipeline.py b/mapreduce/cdx-record-pipeline/cdx-record-pipeline.py
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+#!./cdx-record-pipeline-venv/bin/python
+'''
+GrobId PDF Pipeline Test
+Read in CDX lines and query GROBID server for each PDF resource
+TODO: Testing / HBase integration -- Bryan will update as needed
+'''
+import os
+import re
+import sys
+import base64
+import hashlib
+import urllib
+import urlparse
+import re
+import string
+from wayback.resource import Resource
+from wayback.resource import ArcResource
+from wayback.resourcestore import ResourceStore
+from gwb.loader import CDXLoaderFactory
+from StringIO import StringIO
+import requests
+import sys
+
+def process_pdf_using_grobid(content_buffer, debug_line):
+    """Query GrobId server & process response
+    """
+    GROBID_SERVER="http://wbgrp-svc096.us.archive.org:8070"
+    content = content_buffer.read()
+    r = requests.post(GROBID_SERVER + "/api/processFulltextDocument",
+            files={'input': content})
+    if r.status_code is not 200:
+        print("FAIL (Grobid: {}): {}".format(r.content.decode('utf8'), debug_line))
+    else:
+        print("SUCCESS: " + debug_line)
+
+class Cdx_Record_Pipeline(object):
+
+    def read_cdx_and_parse(self, parser_func, accepted_mimes = []):
+        """Read in CDX lines and process PDF records fetched over HTTP
+        """
+        rstore = ResourceStore(loaderfactory=CDXLoaderFactory()) 
+        for line in sys.stdin:
+            line = line.rstrip()
+            cdx_line = line.split()
+            #ignoring NLine offset
+            if len(cdx_line) != 12:
+                continue
+            cdx_line = cdx_line[1:]
+            (src_url, timestamp, mime, record_location, record_offset, record_length) = (cdx_line[2], cdx_line[1], cdx_line[3], cdx_line[-1], cdx_line[-2], cdx_line[-3])
+            if '-' == record_length or not record_location.endswith('arc.gz') or mime not in accepted_mimes:
+                continue
+            orig_url = cdx_line[2]
+            debug_line = ' '.join(cdx_line)
+            try:
+                record_location = 'http://archive.org/download/' + record_location
+                record_offset = int(record_offset)
+                record_length = int(record_length)
+                resource_data = rstore.load_resource(record_location, record_offset, record_length)
+                parser_func(resource_data.open_raw_content(), debug_line)
+            except:
+                continue
+         
+# main()
+#_______________________________________________________________________________
+if __name__ == '__main__':
+    cdx_record_pipeline = Cdx_Record_Pipeline()
+    cdx_record_pipeline.read_cdx_and_parse(process_pdf_using_grobid, ['application/pdf', 'application/x-pdf'])
diff --git a/mapreduce/cdx-record-pipeline/requirements.txt b/mapreduce/cdx-record-pipeline/requirements.txt
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+--extra-index-url https://devpi.archive.org/wb/prod/
+wayback==0.2.1.2
+GlobalWayback==0.3