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Update serialization 101

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ines 2017-06-01 11:52:58 +02:00
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website/docs/usage/_spacy-101/_serialization.jade
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@ -1,12 +1,12 @@
//- 💫 DOCS > USAGE > SPACY 101 > SERIALIZATION //- 💫 DOCS > USAGE > SPACY 101 > SERIALIZATION
p p
| If you've been modifying the pipeline, vocabulary vectors and entities, or made | If you've been modifying the pipeline, vocabulary, vectors and entities,
| updates to the model, you'll eventually want | or made updates to the model, you'll eventually want to
| to #[strong save your progress] – for example, everything that's in your #[code nlp] | #[strong save your progress] – for example, everything that's in your
| object. This means you'll have to translate its contents and structure | #[code nlp] object. This means you'll have to translate its contents and
| into a format that can be saved, like a file or a byte string. This | structure into a format that can be saved, like a file or a byte string.
| process is called serialization. spaCy comes with | This process is called serialization. spaCy comes with
| #[strong built-in serialization methods] and supports the | #[strong built-in serialization methods] and supports the
| #[+a("http://www.diveintopython3.net/serializing.html#dump") Pickle protocol]. | #[+a("http://www.diveintopython3.net/serializing.html#dump") Pickle protocol].
@ -45,11 +45,7 @@ p
| #[code Vocab] holds the context-independent information about the words, | #[code Vocab] holds the context-independent information about the words,
| tags and labels, and their #[strong hash values]. If the #[code Vocab] | tags and labels, and their #[strong hash values]. If the #[code Vocab]
| wasn't saved with the #[code Doc], spaCy wouldn't know how to resolve | wasn't saved with the #[code Doc], spaCy wouldn't know how to resolve
| those IDs – for example, the word text or the dependency labels. You | those IDs back to strings.
| might be saving #[code 446] for "whale", but in a different vocabulary,
| this ID could map to "VERB". Similarly, if your document was processed by
| a German model, its vocab will include the specific
| #[+a("/docs/api/annotation#dependency-parsing-german") German dependency labels].
+code. +code.
moby_dick = open('moby_dick.txt', 'r') # open a large document moby_dick = open('moby_dick.txt', 'r') # open a large document