Reputation: 149
We are processing the OTDS files. In the nutshell they are XMLs which contain a lot of data and could have more than 15GB.
We have chosen scalesXml library in order to process efficiently those files.
Let me show you an example:
<?xml version="1.0" encoding="UTF-8"?>
<Otds UpdateMode="Merge"
xmlns="http://otds-group.org/otds"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
Version="1.9.1" xsi:schemaLocation="http://otds-group.org/otds ../xsd/otds.xsd">
<Brands>
...
</Brands>
<Accommodations>
<Accommodation Key="A">
...
<SellingAccom>
...
<PriceItems Key="1">...</PriceItems>
...
</SellingAccom>
...
</Accommodation>
... <!-- A lot of <Accomodation> tags -->
<Accommodation Key="Z">
...
</Accommodation>
<PriceItems Key="Global1"></PriceItems> <!-- Collect all of these -->
<PriceItems Key="Global2"></PriceItems>
</Accommodations>
</Otds>
We came across the problem. The XML contains a lot of heavy <Accomodation>
tags. We would extract all <PriceItems>
which are direct children of <Accommodations>
tag.
I created the real simplified file :
<?xml version="1.0" encoding="UTF-8"?>
<Otds UpdateMode="Merge"
xmlns="http://otds-group.org/otds"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
Version="1.9.1" xsi:schemaLocation="http://otds-group.org/otds ../xsd/otds.xsd">
<Brands>
<Brand>EBIWA</Brand>
</Brands>
<Accommodations>
<Accommodation Key="ATH432">
<SellingAccom>
<PriceItems Key="1"></PriceItems>
</SellingAccom>
</Accommodation>
<Accommodation Key="ATH433">
<SellingAccom>
<PriceItems Key="2"></PriceItems>
</SellingAccom>
</Accommodation>
<PriceItems Key="Global"></PriceItems>
</Accommodations>
</Otds>
My current approach :
It returns Iterator[PriceItems] for all PriceItems, not only last one which is expected
val ns = Namespace("http://otds-group.org/otds")
val Otds = ns("Otds")
val Accommodations = ns("Accommodations")
val PriceItems = ns("PriceItems")
val Accommodation = ns("Accommodation")
val priceItemsPath = List(Otds, Accommodations, PriceItems)
val xml = pullXml(inputstream, optimisationStrategy = QNameElemTreeOptimisation)
val itr = iterate(priceItemsPath, xml)
for {
priceItems <- itr
} yield {
val parsedJson = parseXml(priceItems)
val result = parsedJson.children.head.extract[PriceItems]
result
}
How to extract the elements at the end of this huge file quickly, without parsing the whole thing?
Upvotes: 2
Views: 272