tag	640ec5dd7578a09406a746ee1c6153b3528ce129
tagger	Kenneth Chan <kenneth@prediction.io>	Fri Feb 06 16:26:44 2015 -0800
object	e822e3a0c948907319cde33fe6d2ed9b77899f5a

commit	e822e3a0c948907319cde33fe6d2ed9b77899f5a	[log] [tgz]
author	Kenneth Chan <kenneth@prediction.io>	Fri Feb 06 16:26:25 2015 -0800
committer	Kenneth Chan <kenneth@prediction.io>	Fri Feb 06 16:26:25 2015 -0800
tree	ee5ecbc571cea3af0af1f11482bc4973d7494fe5
parent	d654d59133265304e61b7a52816a7a287edf8ba2 [diff]
parent	ed67162b1e8946a564e8544b63ae34dfaddd6308 [diff]

tree: ee5ecbc571cea3af0af1f11482bc4973d7494fe5

README.md

Similar Product Template

Documentation

Please refer to http://docs.prediction.io/templates/similarproduct/quickstart/

Versions

develop

v0.1.1

Persist RDD to memory (.cache()) in DataSource for better performance
Use local model for faster serving.

v0.1.0

initial version

Development Notes

import sample data

$ python data/import_eventserver.py --access_key <your_access_key>

query

normal:

curl -H "Content-Type: application/json" \
-d '{ "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"], "num": 10}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}

curl -H "Content-Type: application/json" \
-d '{
  "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"],
  "num": 10,
  "categories" : ["c4", "c3"]
}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}

curl -H "Content-Type: application/json" \
-d '{
  "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"],
  "num": 10,
  "whiteList": ["i21", "i26", "i40"]
}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}

curl -H "Content-Type: application/json" \
-d '{
  "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"],
  "num": 10,
  "blackList": ["i21", "i26", "i40"]
}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}

unknown item:

curl -H "Content-Type: application/json" \
-d '{ "items": ["unk1", "i3", "i10", "i2", "i5", "i31", "i9"], "num": 10}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}

all unknown items:

curl -H "Content-Type: application/json" \
-d '{ "items": ["unk1", "unk2", "unk3", "unk4"], "num": 10}' \
http://localhost:8000/queries.json \
-w %{time_connect}:%{time_starttransfer}:%{time_total}