use std::sync::Arc;
use arrow::array::{ArrayRef, StringBuilder, UInt64Builder};
use arrow::datatypes::{DataType, Field, Schema, SchemaRef};
use arrow::error::ArrowError;
use arrow::record_batch::RecordBatch;
use polyc_eventlog::Event;
use polyc_proto::kinds;
#[derive(Debug, Clone)]
pub(crate) struct UsageRow {
pub partition: String,
pub position: u64,
pub turn_id: Option<String>,
pub usage: polyc_facts::UsageFact,
}
#[must_use]
pub(crate) fn schema() -> SchemaRef {
Arc::new(Schema::new(vec![
Field::new("partition", DataType::Utf8, false),
Field::new("position", DataType::UInt64, false),
Field::new("turn_id", DataType::Utf8, true),
Field::new("input_tokens", DataType::UInt64, false),
Field::new("output_tokens", DataType::UInt64, false),
]))
}
pub(crate) fn decode_usage_batch(rows: &[UsageRow]) -> Result<RecordBatch, ArrowError> {
let mut partition_b = StringBuilder::with_capacity(rows.len(), rows.len() * 8);
let mut position_b = UInt64Builder::with_capacity(rows.len());
let mut turn_id_b = StringBuilder::with_capacity(rows.len(), rows.len() * 36);
let mut input_tokens = UInt64Builder::with_capacity(rows.len());
let mut output_tokens = UInt64Builder::with_capacity(rows.len());
for row in rows {
partition_b.append_value(&row.partition);
position_b.append_value(row.position);
match &row.turn_id {
Some(id) => turn_id_b.append_value(id),
None => turn_id_b.append_null(),
}
input_tokens.append_value(row.usage.input_tokens);
output_tokens.append_value(row.usage.output_tokens);
}
let columns: Vec<ArrayRef> = vec![
Arc::new(partition_b.finish()),
Arc::new(position_b.finish()),
Arc::new(turn_id_b.finish()),
Arc::new(input_tokens.finish()),
Arc::new(output_tokens.finish()),
];
RecordBatch::try_new(schema(), columns)
}
#[must_use]
pub(crate) fn decode_usage_events(partition: &str, events: &[(u64, Event)]) -> Vec<UsageRow> {
crate::decode::decode_typed_kind_events(
partition,
events,
&[kinds::USAGE],
"usage",
polyc_facts::fold_usage_event,
|partition, position, turn_id, usage| UsageRow {
partition,
position,
turn_id,
usage,
},
)
}
#[cfg(test)]
mod tests {
use arrow::array::Array as _;
use buffa::Message as _;
use polyc_proto::proto::polychrome::events::v1::UsageEvent;
use uuid::Uuid;
use super::*;
#[test]
fn schema_shape() {
let schema = schema();
let names: Vec<&str> = schema.fields().iter().map(|f| f.name().as_str()).collect();
assert_eq!(
names,
vec![
"partition",
"position",
"turn_id",
"input_tokens",
"output_tokens",
]
);
let expect = [
("partition", DataType::Utf8, false),
("position", DataType::UInt64, false),
("turn_id", DataType::Utf8, true),
("input_tokens", DataType::UInt64, false),
("output_tokens", DataType::UInt64, false),
];
for (field, (name, ty, nullable)) in schema.fields().iter().zip(expect) {
assert_eq!(field.name(), name);
assert_eq!(field.data_type(), &ty);
assert_eq!(field.is_nullable(), nullable);
}
}
#[test]
fn decode_usage_batch_round_trips_and_sums() {
let rows = vec![
UsageRow {
partition: "conv-a".to_string(),
position: 5,
turn_id: None,
usage: polyc_facts::UsageFact {
input_tokens: 42,
output_tokens: 7,
},
},
UsageRow {
partition: "conv-a".to_string(),
position: 9,
turn_id: Some("turn-xyz".to_string()),
usage: polyc_facts::UsageFact {
input_tokens: 100,
output_tokens: 58,
},
},
];
let batch = decode_usage_batch(&rows).expect("batch build");
assert_eq!(batch.num_rows(), 2);
assert_eq!(batch.schema(), schema());
let partition = batch
.column(0)
.as_any()
.downcast_ref::<arrow::array::StringArray>()
.unwrap();
assert_eq!(partition.value(0), "conv-a");
assert_eq!(partition.value(1), "conv-a");
let position = batch
.column(1)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
assert_eq!(position.values(), &[5, 9]);
let turn_id = batch
.column(2)
.as_any()
.downcast_ref::<arrow::array::StringArray>()
.unwrap();
assert!(turn_id.is_null(0));
assert_eq!(turn_id.value(1), "turn-xyz");
let input = batch
.column(3)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
let output = batch
.column(4)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
assert_eq!(input.values(), &[42, 100]);
assert_eq!(output.values(), &[7, 58]);
assert_eq!(input.values().iter().sum::<u64>(), 142);
assert_eq!(output.values().iter().sum::<u64>(), 65);
}
#[test]
fn decode_usage_events_filters_and_decodes_real_buffa_bytes() {
let turn = Uuid::from_u128(0x0195_abcd_ef01_2345_6789_abcd_ef01_2345);
let usage = UsageEvent {
input_tokens: 9,
output_tokens: 3,
..Default::default()
};
let bytes = usage.encode_to_vec();
let events = vec![
(1, Event::new(kinds::TURN_START, Vec::new())),
(2, Event::new(kinds::tagged(kinds::USAGE, &turn), bytes)),
(3, Event::new(kinds::USER_MSG, b"not usage".to_vec())),
];
let decoded = decode_usage_events("conv-real", &events);
assert_eq!(decoded.len(), 1);
assert_eq!(decoded[0].partition, "conv-real");
assert_eq!(decoded[0].position, 2);
assert_eq!(decoded[0].turn_id, Some(turn.to_string()));
assert_eq!(decoded[0].usage.input_tokens, 9);
assert_eq!(decoded[0].usage.output_tokens, 3);
}
#[test]
fn decode_usage_events_bare_kind_has_no_turn_id() {
let events = vec![(7, Event::new(kinds::USAGE, Vec::new()))];
let decoded = decode_usage_events("conv-bare", &events);
assert_eq!(decoded.len(), 1);
assert_eq!(decoded[0].partition, "conv-bare");
assert_eq!(decoded[0].position, 7);
assert_eq!(decoded[0].turn_id, None);
}
#[test]
fn empty_payload_usage_event_decodes_to_zero_zero() {
let events = vec![(1, Event::new(kinds::USAGE, Vec::new()))];
let decoded = decode_usage_events("conv-empty", &events);
assert_eq!(decoded.len(), 1, "an empty payload must decode, not skip");
assert_eq!(decoded[0].usage.input_tokens, 0);
assert_eq!(decoded[0].usage.output_tokens, 0);
}
#[test]
fn undecodable_non_empty_payload_is_skipped() {
let events = vec![
(1, Event::new(kinds::USAGE, vec![0xFF, 0xFE, 0xFD])),
(2, Event::new(kinds::USAGE, Vec::new())),
];
let decoded = decode_usage_events("conv-corrupt", &events);
assert_eq!(decoded.len(), 1, "only the empty (valid) payload decodes");
assert_eq!(decoded[0].position, 2);
assert_eq!(decoded[0].usage.input_tokens, 0);
assert_eq!(decoded[0].usage.output_tokens, 0);
}
#[test]
fn usage_event_round_trip_through_decode_and_batch() {
let turn = Uuid::from_u128(0x0195_abcd_ef01_2345_6789_abcd_ef01_9999);
let usage = UsageEvent {
input_tokens: 1234,
output_tokens: 5678,
..Default::default()
};
let bytes = usage.encode_to_vec();
let events = vec![(1, Event::new(kinds::tagged(kinds::USAGE, &turn), bytes))];
let decoded = decode_usage_events("conv-rt", &events);
let batch = decode_usage_batch(&decoded).expect("batch build");
let partition = batch
.column(0)
.as_any()
.downcast_ref::<arrow::array::StringArray>()
.unwrap();
assert_eq!(partition.value(0), "conv-rt");
let position = batch
.column(1)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
assert_eq!(position.value(0), 1);
let turn_id = batch
.column(2)
.as_any()
.downcast_ref::<arrow::array::StringArray>()
.unwrap();
assert_eq!(turn_id.value(0), turn.to_string());
let input = batch
.column(3)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
let output = batch
.column(4)
.as_any()
.downcast_ref::<arrow::array::UInt64Array>()
.unwrap();
assert_eq!(input.value(0), 1234);
assert_eq!(output.value(0), 5678);
}
}