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unchecked-io/src/parser.rs

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Rust
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2025-11-17 14:29:06 -07:00
// --- External Crates ---
use std::pin::Pin;
use std::sync::Arc;
use tokio_postgres::{NoTls, CopyOutStream};
use anyhow::{Context, Result, anyhow};
// FIX: Import new builders
use arrow::array::{
ArrayBuilder, ArrayRef,
Int64Builder, Float64Builder, Float32Builder, StringBuilder, BooleanBuilder,
TimestampNanosecondBuilder, Date32Builder, Int32Builder
};
// FIX: Import new types
use arrow::datatypes::{
DataType, Field, Schema,
Float64Type, Float32Type, Int64Type, Int32Type, Utf8Type, BooleanType, TimestampNanosecondType,
Date32Type
};
use arrow::record_batch::RecordBatch;
use futures_util::stream::StreamExt;
use bytes::Bytes;
use byteorder::{BigEndian, ReadBytesExt};
use std::io::{Cursor, Read};
use std::str;
use chrono::{NaiveDateTime, NaiveDate};
// --- Internal Crates ---
use crate::config::ConnectorConfig;
// --- 1. CORE DATABASE LOGIC ---
pub async fn run_db_logic(config: ConnectorConfig) -> Result<()> {
// 1. Establish the connection
println!("UncheckedIO: Attempting connection...");
let (client, connection) = tokio_postgres::connect(&config.connection_string, NoTls).await
.context("Failed to connect to PostgreSQL database")?;
tokio::spawn(async move {
if let Err(e) = connection.await {
eprintln!("Postgres connection error: {}", e);
}
});
// 2. Execute the COPY TO STDOUT command
// FIX: We are now using the query from the config file!
let copy_query = &config.query;
println!("UncheckedIO: Executing user-defined query...");
let copy_stream = client.copy_out(copy_query.as_str()).await
.context("Failed to execute COPY TO STDOUT protocol. Check your query syntax and permissions.")?;
// 3. Handle the Binary Stream
let pinned_stream: Pin<Box<CopyOutStream>> = Box::pin(copy_stream);
// Build the Arrow Schema from the config
let schema_fields: Vec<Field> = config.schema.iter().map(|col_cfg| {
// We now allow "nullable" to be controlled by the column name, a temporary "hack"
let nullable = col_cfg.column_name == "notes";
let arrow_type = match col_cfg.arrow_type.as_str() {
"Int64" => DataType::Int64,
"Int32" => DataType::Int32, // NEW
"Float64" => DataType::Float64, // NEW
"Float32" => DataType::Float32,
"Utf8" | "String" => DataType::Utf8,
"Boolean" => DataType::Boolean,
"Timestamp(Nanosecond, None)" => DataType::Timestamp(arrow::datatypes::TimeUnit::Nanosecond, None),
"Date32" => DataType::Date32, // NEW
_ => panic!("Unsupported type in config: {}", col_cfg.arrow_type),
};
Field::new(&col_cfg.column_name, arrow_type, nullable)
}).collect();
let arrow_schema = Arc::new(Schema::new(schema_fields));
// Call the parser
let (rows_processed, record_batch) = handle_binary_copy(pinned_stream, arrow_schema.clone()).await?;
println!("UncheckedIO: Successfully parsed {} rows via binary stream.", rows_processed);
// 4. Final Output Confirmation
println!("UncheckedIO: Built RecordBatch with {} rows and {} columns.",
record_batch.num_rows(), record_batch.num_columns());
println!("UncheckedIO: Data transfer complete. We lived.");
Ok(())
}
// --- 2. BINARY STREAM HANDLER (THE DYNAMIC PARSER) ---
// This enum will hold our different builder types
enum DynamicBuilder {
Int64(Box<Int64Builder>),
Int32(Box<Int32Builder>), // NEW
Float64(Box<Float64Builder>), // NEW
Float32(Box<Float32Builder>),
String(Box<StringBuilder>),
Boolean(Box<BooleanBuilder>),
Timestamp(Box<TimestampNanosecondBuilder>),
Date32(Box<Date32Builder>), // NEW
}
// Postgres Epoch for timestamps
const POSTGRES_EPOCH_NAIVE: NaiveDateTime = NaiveDate::from_ymd_opt(2000, 1, 1).unwrap().and_hms_opt(0, 0, 0).unwrap();
// Unix Epoch for dates
const UNIX_EPOCH_NAIVE_DATE: NaiveDate = NaiveDate::from_ymd_opt(1970, 1, 1).unwrap();
// This function is now private to this module (it's not 'pub')
async fn handle_binary_copy(
mut stream: Pin<Box<CopyOutStream>>,
arrow_schema: Arc<Schema>
) -> Result<(usize, RecordBatch)> {
let mut binary_buffer: Vec<u8> = Vec::new();
// 1. Aggregate all bytes from the stream into our buffer
while let Some(segment_result) = stream.next().await {
let segment: Bytes = segment_result.context("Error reading segment from CopyOutStream")?;
binary_buffer.extend_from_slice(&segment);
}
let bytes_received = binary_buffer.len();
if bytes_received == 0 {
return Err(anyhow!("Received zero bytes from COPY stream. Check query and permissions."));
}
println!("UncheckedIO: Received {} total bytes from stream.", bytes_received);
// --- PARSE POSTGRES BINARY HEADER ---
let mut cursor = Cursor::new(&binary_buffer[..]);
let mut magic_signature = [0u8; 11];
cursor.read_exact(&mut magic_signature).context("Failed to read magic signature")?;
if &magic_signature != b"PGCOPY\n\xff\r\n\0" {
return Err(anyhow!("Invalid Postgres COPY binary signature."));
}
let _flags = cursor.read_u32::<BigEndian>().context("Failed to read flags")?;
let _header_ext_len = cursor.read_u32::<BigEndian>().context("Failed to read header extension length")?;
println!("UncheckedIO: Postgres binary header validated.");
// --- DYNAMIC FIELD DESERIALIZATION ---
// 1. Create a dynamic list of builders based on the schema
let mut builders: Vec<DynamicBuilder> = arrow_schema.fields().iter().map(|field| {
match field.data_type() {
DataType::Int64 => DynamicBuilder::Int64(Box::new(Int64Builder::new())),
DataType::Int32 => DynamicBuilder::Int32(Box::new(Int32Builder::new())),
DataType::Float64 => DynamicBuilder::Float64(Box::new(Float64Builder::new())),
DataType::Float32 => DynamicBuilder::Float32(Box::new(Float32Builder::new())),
DataType::Utf8 => DynamicBuilder::String(Box::new(StringBuilder::new())),
DataType::Boolean => DynamicBuilder::Boolean(Box::new(BooleanBuilder::new())),
DataType::Timestamp(arrow::datatypes::TimeUnit::Nanosecond, None) => {
DynamicBuilder::Timestamp(Box::new(TimestampNanosecondBuilder::new()))
},
DataType::Date32 => DynamicBuilder::Date32(Box::new(Date32Builder::new())),
_ => panic!("Unsupported type in builder creation!"),
}
}).collect();
let mut rows_processed = 0;
// 2. Loop through the rest of the buffer until we hit the 2-byte trailer
loop {
let col_count = match cursor.read_i16::<BigEndian>() {
Ok(count) => count,
Err(e) if e.kind() == std::io::ErrorKind::UnexpectedEof => {
break; // Reached end of buffer *before* trailer, assume it's the end
}
Err(e) => return Err(e.into()),
};
// Check for the 2-byte trailer (-1) which signals the end of the data
if col_count == -1 {
println!("UncheckedIO: Reached end-of-stream trailer.");
break; // End of stream
}
rows_processed += 1;
// 3. Dynamic Row-Parsing Loop
for (i, builder) in builders.iter_mut().enumerate() {
let field_len_i32 = cursor.read_i32::<BigEndian>()
.context(format!("Failed to read field length for col {}", i))?;
if field_len_i32 == -1 {
// Handle NULLs
match builder {
DynamicBuilder::Int64(b) => b.append_null(),
DynamicBuilder::Float64(b) => b.append_null(),
DynamicBuilder::Int32(b) => b.append_null(),
DynamicBuilder::Float32(b) => b.append_null(),
DynamicBuilder::String(b) => b.append_null(),
DynamicBuilder::Boolean(b) => b.append_null(),
DynamicBuilder::Timestamp(b) => b.append_null(),
DynamicBuilder::Date32(b) => b.append_null(),
}
continue; // Go to the next field
}
let field_len_usize = field_len_i32 as usize;
match builder {
DynamicBuilder::Int64(b) => {
let val = cursor.read_i64::<BigEndian>()?;
b.append_value(val);
}
DynamicBuilder::Int32(b) => {
let val = cursor.read_i32::<BigEndian>()?;
b.append_value(val);
}
DynamicBuilder::Float64(b) => {
let val = cursor.read_f64::<BigEndian>()?;
b.append_value(val);
}
DynamicBuilder::Float32(b) => {
let val = cursor.read_f32::<BigEndian>()?;
b.append_value(val);
}
DynamicBuilder::String(b) => {
let mut str_buf = vec![0; field_len_usize];
cursor.read_exact(&mut str_buf)?;
let val_str = str::from_utf8(&str_buf)
.context(format!("Failed to parse UTF-8 string for col {}", i))?;
b.append_value(val_str);
}
DynamicBuilder::Boolean(b) => {
let val_bool = cursor.read_u8()?;
b.append_value(val_bool != 0);
}
DynamicBuilder::Timestamp(b) => {
let pg_micros = cursor.read_i64::<BigEndian>()?;
let unix_epoch = NaiveDateTime::from_timestamp_opt(0, 0).unwrap();
let pg_epoch = POSTGRES_EPOCH_NAIVE;
let epoch_delta_micros = (pg_epoch - unix_epoch).num_microseconds().unwrap();
let unix_micros = epoch_delta_micros + pg_micros;
let unix_nanos = unix_micros * 1000;
b.append_value(unix_nanos);
}
DynamicBuilder::Date32(b) => {
// Postgres binary DATE is i32 days since 2000-01-01
let pg_days = cursor.read_i32::<BigEndian>()?;
// Arrow Date32 is i32 days since 1970-01-01 (Unix Epoch)
let epoch_delta_days = (POSTGRES_EPOCH_NAIVE.date() - UNIX_EPOCH_NAIVE_DATE).num_days() as i32;
let unix_days = epoch_delta_days + pg_days;
b.append_value(unix_days);
}
}
}
}
// 4. Finalize the Arrays
let final_columns: Vec<ArrayRef> = builders.into_iter().map(|builder| {
match builder {
DynamicBuilder::Int64(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Int32(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Float64(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Float32(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::String(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Boolean(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Timestamp(mut b) => Arc::new(b.finish()) as ArrayRef,
DynamicBuilder::Date32(mut b) => Arc::new(b.finish()) as ArrayRef,
}
}).collect();
// 5. Build the Final RecordBatch
let record_batch = RecordBatch::try_new(
arrow_schema.clone(),
final_columns,
).context("Failed to create final Arrow RecordBatch")?;
Ok((rows_processed, record_batch))
}