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from vespa.package import FieldSet

app_package.schema.add_field_set(
    FieldSet(name="default", fields=["title", "abstract"])
)

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from vespa.package import VespaDocker

vespa_docker = VespaDocker(
    port=8080,
    container_memory="8G", 
    disk_folder="/Users/tmartins/news" # change for your desired absolute folder    
)
app = vespa_docker.deploy(
    application_package=app_package, 
)

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for article in data:
    res = app.feed_data_point(
        data_id=article["news_id"], 
        fields=article, 
        schema="news"
    )

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res = app.query(body={"yql" : "select * from sources * where default contains 'music';"})
res.hits[0]

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res = app.query(body = {"yql" : "select title, abstract from sources * where title contains 'music' AND default contains 'festival';"})
res.hits[0]

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res = app.query(body = {"yql" : "select title from sources * where sddocname contains 'news';"})
res.hits[0]

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res = app.query(body={"yql" : "select title, date from sources * where date contains '20191110';"})
res.hits[0]

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res = app.query(body={"yql" : "select title, abstract, date from sources * where default contains 'weather' AND date contains '20191110';"})
res.hits[0]

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res = app.query({"yql" : "select date from sources * where date <= 20191110 AND date >= 20191108;"})
res.hits[0]

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res = app.query(body={"yql" : "select title, date from sources * where default contains 'music';"})
res.hits[:2]