final class FeatureCoverageConstraints extends GeneratedMessageV3 with FeatureCoverageConstraintsOrBuilder
Encodes vocabulary coverage constraints.
Protobuf type tensorflow.metadata.v0.FeatureCoverageConstraints
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- def getDefaultInstanceForType(): FeatureCoverageConstraints
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- FeatureCoverageConstraints → MessageOrBuilder → MessageLiteOrBuilder
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- def getDescriptorForType(): Descriptor
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- def getExcludedIntTokens(index: Int): Long
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
repeated int64 excluded_int_tokens = 4 [packed = true];- index
The index of the element to return.
- returns
The excludedIntTokens at the given index.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getExcludedIntTokensCount(): Int
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
repeated int64 excluded_int_tokens = 4 [packed = true];- returns
The count of excludedIntTokens.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getExcludedIntTokensList(): List[Long]
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
Integer tokens to exclude when calculating min_coverage and min_avg_token_length.
repeated int64 excluded_int_tokens = 4 [packed = true];- returns
A list containing the excludedIntTokens.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
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- @Override()
- def getExcludedStringTokens(index: Int): String
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
repeated string excluded_string_tokens = 3;- index
The index of the element to return.
- returns
The excludedStringTokens at the given index.
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- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getExcludedStringTokensBytes(index: Int): ByteString
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
repeated string excluded_string_tokens = 3;- index
The index of the value to return.
- returns
The bytes of the excludedStringTokens at the given index.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getExcludedStringTokensCount(): Int
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
repeated string excluded_string_tokens = 3;- returns
The count of excludedStringTokens.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getExcludedStringTokensList(): ProtocolStringList
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
String tokens to exclude when calculating min_coverage and min_avg_token_length. Useful for tokens such as [PAD].
repeated string excluded_string_tokens = 3;- returns
A list containing the excludedStringTokens.
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- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getField(field: FieldDescriptor): AnyRef
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- GeneratedMessageV3 → MessageOrBuilder
- def getInitializationErrorString(): String
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- AbstractMessage → MessageOrBuilder
- def getMinAvgTokenLength(): Float
Average length of tokens. Used for cases such as wordpiece that fallback to character-level tokenization.
Average length of tokens. Used for cases such as wordpiece that fallback to character-level tokenization.
optional float min_avg_token_length = 2;- returns
The minAvgTokenLength.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
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- @Override()
- def getMinCoverage(): Float
Fraction of feature values that map to a vocab entry (i.e. are not oov).
Fraction of feature values that map to a vocab entry (i.e. are not oov).
optional float min_coverage = 1;- returns
The minCoverage.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
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- @Override()
- def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
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- GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
- def getOovStringTokens(index: Int): String
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
repeated string oov_string_tokens = 5;- index
The index of the element to return.
- returns
The oovStringTokens at the given index.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getOovStringTokensBytes(index: Int): ByteString
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
repeated string oov_string_tokens = 5;- index
The index of the value to return.
- returns
The bytes of the oovStringTokens at the given index.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getOovStringTokensCount(): Int
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
repeated string oov_string_tokens = 5;- returns
The count of oovStringTokens.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getOovStringTokensList(): ProtocolStringList
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
String tokens to treat as oov tokens (e.g. [UNK]). These tokens are also excluded when calculating avg token length.
repeated string oov_string_tokens = 5;- returns
A list containing the oovStringTokens.
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- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- def getParserForType(): Parser[FeatureCoverageConstraints]
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- FeatureCoverageConstraints → GeneratedMessageV3 → Message → MessageLite
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- def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
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- def getRepeatedFieldCount(field: FieldDescriptor): Int
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- def getSerializedSize(): Int
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- FeatureCoverageConstraints → GeneratedMessageV3 → AbstractMessage → MessageLite
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- def getUnknownFields(): UnknownFieldSet
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- GeneratedMessageV3 → MessageOrBuilder
- def hasField(field: FieldDescriptor): Boolean
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- GeneratedMessageV3 → MessageOrBuilder
- def hasMinAvgTokenLength(): Boolean
Average length of tokens. Used for cases such as wordpiece that fallback to character-level tokenization.
Average length of tokens. Used for cases such as wordpiece that fallback to character-level tokenization.
optional float min_avg_token_length = 2;- returns
Whether the minAvgTokenLength field is set.
- Definition Classes
- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
- Annotations
- @Override()
- def hasMinCoverage(): Boolean
Fraction of feature values that map to a vocab entry (i.e. are not oov).
Fraction of feature values that map to a vocab entry (i.e. are not oov).
optional float min_coverage = 1;- returns
Whether the minCoverage field is set.
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- FeatureCoverageConstraints → FeatureCoverageConstraintsOrBuilder
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