I noticed that we are ingesting files with different types with the same functions in

Reference for types: <a href="https://docs.censoredplanet.org/dns.html" rel="nofollow"

I talked to <a class="user-mention notranslate" data-hovercard-type="user" data-hoverc

Hard to read the pipeline about censoredplanet-analysis HOT 2 OPEN

fortuna commented on July 26, 2024

Hard to read the pipeline

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fortuna commented on July 26, 2024

Reference for types: https://docs.censoredplanet.org/dns.html

For inputs, we can define some types like BlockpagesEntry or ResultsEntry for blockpages.json or results.json, for example.
Then we can think of names for the intermediate data.

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fortuna commented on July 26, 2024

I talked to @ohnorobo. We'll update the pipeline to remove the redundant duplication of the observations, which should significantly improve the pipeline performance and address some of the modeling concerns. She described the change in a TODO here:

censoredplanet-analysis/pipeline/metadata/satellite.py

Lines 471 to 492 in 13a163a

 # TODO we want to change the structure here 

 # Currently we're CoGrouping over two elements using a (date, received_ip) key 

 # A row with flattened received ips like 

 # {"ip": "1.2.3.4", 

 # "date": "2021-01-01" 

 # "domain": "example.com" 

 # "roundtrip_id": "abc" 

 # "received" [{"ip": "5.6.7.8"}] 

 # } 

 # and metadata like 

 # {"ip": "5.6.7.8", "date":"2021-01-01", "asn": 123} 

 # 

 # But in the future we want to have three pieces 

 # 1. The inital row (without flattening the received ips) with a roundtrip_id 

 # 2. Information on a single received ip like: 

 # {"received_ip": "5.6.7.8", "date": "2021-01-01", "roundtrip_id": "abc"} 

 # 3. Metadata as above. 

 # 

 # Then we can CoGroup 2 and 3 together by (date, received_ip) 

 # and then Group them with 1 by roundtrip_id 

 # and add metadata to the appropriate answers 

 # This way we avoid having to multiply rows by their number of received ips

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	# TODO we want to change the structure here
	# Currently we're CoGrouping over two elements using a (date, received_ip) key
	# A row with flattened received ips like
	# {"ip": "1.2.3.4",
	# "date": "2021-01-01"
	# "domain": "example.com"
	# "roundtrip_id": "abc"
	# "received" [{"ip": "5.6.7.8"}]
	# }
	# and metadata like
	# {"ip": "5.6.7.8", "date":"2021-01-01", "asn": 123}
	#
	# But in the future we want to have three pieces
	# 1. The inital row (without flattening the received ips) with a roundtrip_id
	# 2. Information on a single received ip like:
	# {"received_ip": "5.6.7.8", "date": "2021-01-01", "roundtrip_id": "abc"}
	# 3. Metadata as above.
	#
	# Then we can CoGroup 2 and 3 together by (date, received_ip)
	# and then Group them with 1 by roundtrip_id
	# and add metadata to the appropriate answers
	# This way we avoid having to multiply rows by their number of received ips

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