mirror of
https://github.com/explosion/spaCy.git
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221 lines
7.7 KiB
Python
221 lines
7.7 KiB
Python
# coding: utf-8
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from __future__ import unicode_literals
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# NB: This schema describes the new format of the training data, see #2928
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TRAINING_SCHEMA = {
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"$schema": "http://json-schema.org/draft-06/schema",
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"title": "Training data for spaCy models",
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"text": {
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"title": "The text of the training example",
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"type": "string",
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"minLength": 1,
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},
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"ents": {
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"title": "Named entity spans in the text",
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"start": {
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"title": "Start character offset of the span",
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"type": "integer",
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"minimum": 0,
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},
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"end": {
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"title": "End character offset of the span",
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"type": "integer",
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"minimum": 0,
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},
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"label": {
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"title": "Entity label",
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"type": "string",
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"minLength": 1,
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"pattern": "^[A-Z0-9]*$",
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},
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},
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"required": ["start", "end", "label"],
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},
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},
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"sents": {
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"title": "Sentence spans in the text",
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"start": {
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"title": "Start character offset of the span",
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"type": "integer",
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"minimum": 0,
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},
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"end": {
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"title": "End character offset of the span",
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"type": "integer",
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"minimum": 0,
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},
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},
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"required": ["start", "end"],
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},
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},
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"cats": {
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"title": "Text categories for the text classifier",
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"type": "object",
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"patternProperties": {
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"*": {
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"title": "A text category",
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"oneOf": [
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{"type": "boolean"},
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{"type": "number", "minimum": 0},
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],
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}
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},
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"propertyNames": {"pattern": "^[A-Z0-9]*$", "minLength": 1},
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},
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"tokens": {
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"title": "The tokens in the text",
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"type": "array",
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"items": {
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"type": "object",
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"minProperties": 1,
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"properties": {
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"id": {
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"title": "Token ID, usually token index",
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"type": "integer",
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"minimum": 0,
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},
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"start": {
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"title": "Start character offset of the token",
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"type": "integer",
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"minimum": 0,
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},
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"end": {
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"title": "End character offset of the token",
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"type": "integer",
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"minimum": 0,
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},
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"pos": {
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"title": "Coarse-grained part-of-speech tag",
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"type": "string",
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"minLength": 1,
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},
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"tag": {
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"title": "Fine-grained part-of-speech tag",
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"type": "string",
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"minLength": 1,
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},
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"dep": {
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"title": "Dependency label",
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"type": "string",
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"minLength": 1,
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},
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"head": {
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"title": "Index of the token's head",
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"type": "integer",
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"minimum": 0,
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},
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},
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"required": ["start", "end"],
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},
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},
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"_": {"title": "Custom user space", "type": "object"},
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},
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"required": ["text"],
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},
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}
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META_SCHEMA = {
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"$schema": "http://json-schema.org/draft-06/schema",
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"type": "object",
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"properties": {
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"lang": {
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"title": "Two-letter language code, e.g. 'en'",
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"type": "string",
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"minLength": 2,
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"maxLength": 2,
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"pattern": "^[a-z]*$",
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},
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"name": {
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"title": "Model name",
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"type": "string",
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"minLength": 1,
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"pattern": "^[a-z_]*$",
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},
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"version": {
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"title": "Model version",
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"type": "string",
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"minLength": 1,
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"pattern": "^[0-9a-z.-]*$",
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},
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"spacy_version": {
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"title": "Compatible spaCy version identifier",
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"type": "string",
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"minLength": 1,
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"pattern": "^[0-9a-z.-><=]*$",
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},
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"parent_package": {
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"title": "Name of parent spaCy package, e.g. spacy or spacy-nightly",
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"type": "string",
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"minLength": 1,
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"default": "spacy",
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},
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"pipeline": {
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"title": "Names of pipeline components",
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"type": "array",
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"items": {"type": "string", "minLength": 1},
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},
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"description": {"title": "Model description", "type": "string"},
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"license": {"title": "Model license", "type": "string"},
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"author": {"title": "Model author name", "type": "string"},
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"email": {"title": "Model author email", "type": "string", "format": "email"},
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"url": {"title": "Model author URL", "type": "string", "format": "uri"},
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"sources": {
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"title": "Training data sources",
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"type": "array",
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"items": {"type": "string"},
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},
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"vectors": {
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"title": "Included word vectors",
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"type": "object",
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"properties": {
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"keys": {
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"title": "Number of unique keys",
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"type": "integer",
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"minimum": 0,
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},
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"vectors": {
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"title": "Number of unique vectors",
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"type": "integer",
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"minimum": 0,
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},
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"width": {
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"title": "Number of dimensions",
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"type": "integer",
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"minimum": 0,
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},
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},
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},
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"accuracy": {
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"title": "Accuracy numbers",
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"type": "object",
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"patternProperties": {"*": {"type": "number", "minimum": 0.0}},
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},
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"speed": {
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"title": "Speed evaluation numbers",
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"type": "object",
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"patternProperties": {
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"*": {
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"oneOf": [
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{"type": "number", "minimum": 0.0},
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{"type": "integer", "minimum": 0},
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]
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}
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},
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},
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},
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"required": ["lang", "name", "version"],
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}
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