Start adding messagepack serialization by adding custom serialize trait to handle csv and messagepack serialization

This is required as csv writer doesn't expose the serde::Serializer implementation, so we can't just use that trait in place of the output writer

Cargo.lock

@@ -210,6 +210,7 @@ dependencies = [
  "itertools",
  "nalgebra",
  "rayon",
+ "rmp-serde",
  "serde",
  "sqlx",
  "tokio",
@@ -1036,6 +1037,28 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "rmp"
+version = "0.8.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44519172358fd6d58656c86ab8e7fbc9e1490c3e8f14d35ed78ca0dd07403c9f"
+dependencies = [
+ "byteorder",
+ "num-traits",
+ "paste",
+]
+
+[[package]]
+name = "rmp-serde"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c5b13be192e0220b8afb7222aa5813cb62cc269ebb5cac346ca6487681d2913e"
+dependencies = [
+ "byteorder",
+ "rmp",
+ "serde",
+]
+
 [[package]]
 name = "rustix"
 version = "0.36.8"

Cargo.toml

@@ -23,6 +23,7 @@ chrono = {version = "0.4.23", features = ["default", "serde"]}
 rayon = "1.6.0"
 tokio = { version = "1.26.0", features = ["full"] }
 sqlx = { version = "0.6", features = [ "runtime-tokio-rustls", "mssql" ] }
+rmp-serde = "1.1.1"
 
 # More info on targets: https://doc.rust-lang.org/cargo/reference/cargo-targets.html#configuring-a-target
 [lib]

src/lib.rs

@@ -1,10 +1,9 @@
 mod move_money;
+pub use self::move_money::*;
 use std::ffi::c_char;
 use std::ffi::CStr;
 use std::ffi::CString;
 
-pub use self::move_money::*;
-
 mod overhead_allocation;
 pub use self::overhead_allocation::*;
 

src/overhead_allocation.rs

@@ -5,8 +5,9 @@ use std::{
 
 use csv::Writer;
 use itertools::Itertools;
-use nalgebra::{zero, DMatrix, Dynamic, LU};
+use nalgebra::{DMatrix, Dynamic, LU};
 use rayon::prelude::{IntoParallelRefIterator, ParallelIterator};
+use rmp_serde::Serializer;
 use serde::{Deserialize, Serialize};
 
 use crate::{CsvAccount, CsvCost};
@@ -88,7 +89,7 @@ impl ReciprocalAllocationSolver for DMatrix<f64> {
     }
 }
 
-pub fn reciprocal_allocation<Lines, Account, AllocationStatistic, Area, CostCentre, Output>(
+pub fn reciprocal_allocation<Lines, Account, AllocationStatistic, Area, CostCentre>(
     lines: &mut csv::Reader<Lines>,
     accounts: &mut csv::Reader<Account>,
     allocation_statistics: &mut csv::Reader<AllocationStatistic>,
@@ -97,7 +98,7 @@ pub fn reciprocal_allocation<Lines, Account, AllocationStatistic, Area, CostCent
     // TODO: Receiver method rather than this writer that can accept
     // the raw float results, so we can write in an alternate format
     // that more accurately represents the values on disk
-    output: &mut csv::Writer<Output>,
+    output: &mut impl RecordSerializer,
     use_numeric_accounts: bool,
     exclude_negative_allocation_statistics: bool,
     any_limit_criteria: bool,
@@ -111,7 +112,6 @@ where
     AllocationStatistic: Read,
     Area: Read,
     CostCentre: Read,
-    Output: std::io::Write,
 {
     let lines = lines
         .deserialize()
@@ -485,10 +485,10 @@ fn remove_quote_and_padding(s: &str) -> String {
 // Perform the reciprocal allocation (matrix) method to allocate servicing departments (indirect) costs
 // to functional departments. Basically just a matrix solve, uses regression (moore-penrose pseudoinverse) when
 // matrix is singular
-fn reciprocal_allocation_impl<W: Write>(
+fn reciprocal_allocation_impl(
     allocations: Vec<OverheadAllocationRule>,
     account_costs: Vec<AccountCost>,
-    movement_writer: Option<&mut csv::Writer<W>>,
+    movement_writer: Option<&mut impl RecordSerializer>,
     zero_threshold: f64,
 ) -> anyhow::Result<Vec<AccountCost>> {
     let overhead_department_mappings = get_rules_indexes(&allocations, DepartmentType::Overhead);
@@ -567,7 +567,7 @@ fn do_solve_reciprocal<T: ReciprocalAllocationSolver + Sync + Send>(
     account_costs: Vec<AccountCost>,
     overhead_department_mappings: HashMap<String, usize>,
     allocations: Vec<OverheadAllocationRule>,
-    temp_writer: Option<&mut Writer<impl Write>>,
+    temp_writer: Option<&mut impl RecordSerializer>,
     zero_threshold: f64,
 ) -> anyhow::Result<Vec<AccountCost>> {
     let operating_department_mappings = get_rules_indexes(&allocations, DepartmentType::Operating);
@@ -590,8 +590,7 @@ fn do_solve_reciprocal<T: ReciprocalAllocationSolver + Sync + Send>(
         overhead_department_mappings.len(),
         operating_overhead_mappings,
     );
-    let mut temp_writer = temp_writer;
+    if let Some(temp_writer) = temp_writer {
-    if let Some(temp_writer) = temp_writer.as_mut() {
         solve_reciprocal_with_from(
             solver,
             account_costs,
@@ -717,7 +716,7 @@ fn solve_reciprocal_with_from<T: ReciprocalAllocationSolver + Sync + Send>(
     overhead_department_mappings: HashMap<String, usize>,
     operating_department_mappings: HashMap<String, usize>,
     operating_overhead_mappings: DMatrix<f64>,
-    temp_writer: &mut Writer<impl Write>,
+    temp_writer: &mut impl RecordSerializer,
     zero_threshold: f64,
 ) -> anyhow::Result<()> {
     for total_costs in total_costs {
@@ -758,10 +757,27 @@ fn solve_reciprocal_with_from<T: ReciprocalAllocationSolver + Sync + Send>(
             temp_writer.serialize(moved_amount)?;
         }
     }
-    temp_writer.flush().unwrap();
     Ok(())
 }
 
+pub trait RecordSerializer {
+    fn serialize(&mut self, record: impl Serialize) -> anyhow::Result<()>;
+}
+
+impl<W: Write> RecordSerializer for csv::Writer<W> {
+    fn serialize(&mut self, record: impl Serialize) -> anyhow::Result<()> {
+        self.serialize(record)?;
+        Ok(())
+    }
+}
+
+impl<W: Write> RecordSerializer for Serializer<W> {
+    fn serialize(&mut self, record: impl Serialize) -> anyhow::Result<()> {
+        record.serialize(self)?;
+        Ok(())
+    }
+}
+
 #[cfg(test)]
 mod tests {
     use std::fs::File;
@@ -851,7 +867,7 @@ mod tests {
         }];
 
         let mut movement_writer = csv::Writer::from_path("test_output.csv").unwrap();
-        let result = reciprocal_allocation_impl::<File>(
+        let result = reciprocal_allocation_impl(
             allocation_rules,
             initial_totals,
             Some(&mut movement_writer),