1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct StatsSettings {
	#[buffalo(id = 0, required)]
	pub number_histogram_max_size: u64,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "static", value_size = 8)]
pub enum ColumnStats {
	#[buffalo(id = 0)]
	UnknownColumn(UnknownColumnStats),
	#[buffalo(id = 1)]
	NumberColumn(NumberColumnStats),
	#[buffalo(id = 2)]
	EnumColumn(EnumColumnStats),
	#[buffalo(id = 3)]
	TextColumn(TextColumnStats),
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct UnknownColumnStats {
	#[buffalo(id = 0, required)]
	pub column_name: String,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct NumberColumnStats {
	#[buffalo(id = 0, required)]
	pub column_name: String,
	#[buffalo(id = 1, required)]
	pub invalid_count: u64,
	#[buffalo(id = 2, required)]
	pub unique_count: u64,
	#[buffalo(id = 3, required)]
	pub histogram: Option<Vec<(f32, u64)>>,
	#[buffalo(id = 4, required)]
	pub min: f32,
	#[buffalo(id = 5, required)]
	pub max: f32,
	#[buffalo(id = 6, required)]
	pub mean: f32,
	#[buffalo(id = 7, required)]
	pub variance: f32,
	#[buffalo(id = 8, required)]
	pub std: f32,
	#[buffalo(id = 9, required)]
	pub p25: f32,
	#[buffalo(id = 10, required)]
	pub p50: f32,
	#[buffalo(id = 11, required)]
	pub p75: f32,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct EnumColumnStats {
	#[buffalo(id = 0, required)]
	pub column_name: String,
	#[buffalo(id = 1, required)]
	pub invalid_count: u64,
	#[buffalo(id = 2, required)]
	pub histogram: Vec<(String, u64)>,
	#[buffalo(id = 3, required)]
	pub unique_count: u64,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct TextColumnStats {
	#[buffalo(id = 0, required)]
	pub column_name: String,
	#[buffalo(id = 1, required)]
	pub tokenizer: Tokenizer,
	#[buffalo(id = 2, required)]
	pub ngram_types: Vec<NGramType>,
	#[buffalo(id = 3, required)]
	pub ngrams_count: u64,
	#[buffalo(id = 4, required)]
	pub top_ngrams: Vec<(NGram, TextColumnStatsTopNGramsEntry)>,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct Tokenizer {
	#[buffalo(id = 0, required)]
	pub lowercase: bool,
	#[buffalo(id = 1, required)]
	pub alphanumeric: bool,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub struct TextColumnStatsTopNGramsEntry {
	/// This is the number of examples with at least one occurrence of the ngram.
	#[buffalo(id = 0, required)]
	pub row_count: u64,
	/// This is the number of occurrences of the ngram across all examples.
	#[buffalo(id = 1, required)]
	pub occurrence_count: u64,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "static", value_size = 0)]
pub enum NGramType {
	#[buffalo(id = 0)]
	Unigram,
	#[buffalo(id = 1)]
	Bigram,
}

#[derive(buffalo::Read, buffalo::Write)]
#[buffalo(size = "dynamic")]
pub enum NGram {
	#[buffalo(id = 0)]
	Unigram(String),
	#[buffalo(id = 1)]
	Bigram((String, String)),
}