Add sql node
This commit is contained in:
3
.gitignore
vendored
3
.gitignore
vendored
@@ -2,7 +2,8 @@
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.DS_Store
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*.xcuserdatad
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.venv
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*.csv
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/*.csv
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*.h
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*.py
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.idea
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/testing/output
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1813
Cargo.lock
generated
1813
Cargo.lock
generated
File diff suppressed because it is too large
Load Diff
21
Cargo.toml
21
Cargo.toml
@@ -7,25 +7,26 @@ edition = "2021"
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[dependencies]
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# https://nalgebra.org/docs/user_guide/getting_started
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nalgebra = "0.31.0"
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nalgebra = "0.33"
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# https://docs.rs/csv/1.1.6/csv/
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csv = "1.1"
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csv = "1"
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serde = { version = "1", features = ["derive"] }
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# num = "0.4"
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clap = { version = "4.1.8", features = ["derive"] }
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anyhow = "1.0"
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clap = { version = "4", features = ["derive"] }
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anyhow = "1"
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itertools = "0.10.3"
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chrono = {version = "0.4.31", features = ["default", "serde"]}
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itertools = "0.10"
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chrono = {version = "0.4", features = ["default", "serde"]}
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rayon = "1.6.0"
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tokio = { version = "1.26.0", features = ["full"] }
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tokio = { version = "1.39", features = ["full"] }
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sqlx = { version = "0.8", features = [ "runtime-tokio-rustls", "any" ] }
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rmp-serde = "1.1.1"
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tempfile = "3.7.0"
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polars = {version = "0.32.1", features = ["lazy", "performant", "streaming", "cse", "dtype-datetime"]}
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rmp-serde = "1.1"
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tempfile = "3.7"
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polars = {version = "0.41", features = ["lazy", "performant", "streaming", "cse", "dtype-datetime"]}
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polars-sql = "0.41"
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# More info on targets: https://doc.rust-lang.org/cargo/reference/cargo-targets.html#configuring-a-target
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[lib]
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@@ -15,6 +15,7 @@ use crate::{
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derive::DeriveNode,
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filter::{FilterNode, FilterNodeRunner},
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node::RunnableNode,
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sql_rule::{SQLNode, SQLNodeRunner},
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upload_to_db::{UploadNode, UploadNodeRunner},
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};
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@@ -27,6 +28,7 @@ pub enum NodeConfiguration {
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CodeRuleNode(CodeRuleNode),
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FilterNode(FilterNode),
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UploadNode(UploadNode),
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SQLNode(SQLNode),
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Dynamic,
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}
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@@ -128,6 +130,7 @@ fn get_runnable_node(node: Node) -> Box<dyn RunnableNode> {
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NodeConfiguration::CodeRuleNode(_) => todo!(),
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NodeConfiguration::FilterNode(filter_node) => Box::new(FilterNodeRunner { filter_node }),
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NodeConfiguration::UploadNode(upload_node) => Box::new(UploadNodeRunner { upload_node }),
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NodeConfiguration::SQLNode(sql_node) => Box::new(SQLNodeRunner { sql_node }),
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NodeConfiguration::Dynamic => todo!(),
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}
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}
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@@ -18,6 +18,7 @@ mod graph;
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mod io;
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pub mod link;
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pub mod node;
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pub mod sql_rule;
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pub mod upload_to_db;
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#[no_mangle]
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@@ -81,10 +81,12 @@ pub fn build_polars(
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})
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.reduce(|prev, next| prev.and(next));
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let input_file = inputs.iter().find(|input| input.file_path == definition.source)
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let input_file = inputs
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.iter()
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.find(|input| input.file_path == definition.source)
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.ok_or(anyhow!("Failed to find valid file"))?;
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let mut reader = LazyCsvReader::new(&input_file.file_path)
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.has_header(true)
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.with_has_header(true)
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.finish()?;
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let mut required_files = HashSet::new();
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for component in &definition.components {
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@@ -98,7 +100,8 @@ pub fn build_polars(
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for source_type in required_files {
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// TODO: Better error messages
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if source_type != &definition.source {
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let source_file = inputs.iter()
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let source_file = inputs
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.iter()
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.find(|input| input.file_path == definition.source)
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.ok_or(anyhow!("Input file was not specified for source type"))?;
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// TODO: Alias the joined columns so they don't potentially clash with the current column
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@@ -126,7 +129,6 @@ pub fn build_polars(
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match component {
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Component::Constant(constant) => {
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built_expression = built_expression + lit(constant.clone())
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}
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// TODO: Do we need to worry about the source type? Might be clashing column names we need to think about earlier then address here?
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// TODO: What I really want to do is not use source type, instead I want to be referring to a file, which we translate from the sourcetype
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81
src/sql_rule.rs
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81
src/sql_rule.rs
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@@ -0,0 +1,81 @@
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use std::fs::File;
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use polars::{
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io::SerWriter,
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prelude::{CsvWriter, LazyCsvReader, LazyFileListReader},
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};
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use polars_sql::SQLContext;
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use serde::{Deserialize, Serialize};
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use crate::node::RunnableNode;
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#[derive(Serialize, Deserialize, Clone)]
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pub struct CSVFile {
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name: String,
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path: String,
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}
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/**
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* Run SQL over files using polars, export results to output file
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*/
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fn run_sql(files: &Vec<CSVFile>, output_path: &String, query: &String) -> anyhow::Result<()> {
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let mut ctx = SQLContext::new();
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for file in files {
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let df = LazyCsvReader::new(&file.path).finish()?;
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ctx.register(&file.name, df);
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}
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let result = ctx.execute(&query)?;
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let mut file = File::create(output_path)?;
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CsvWriter::new(&mut file).finish(&mut result.collect()?)?;
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Ok(())
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}
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#[derive(Serialize, Deserialize, Clone)]
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pub struct SQLNode {
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pub files: Vec<CSVFile>,
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pub output_file: String,
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pub query: String,
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}
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pub struct SQLNodeRunner {
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pub sql_node: SQLNode,
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}
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impl RunnableNode for SQLNodeRunner {
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fn run(&self) -> anyhow::Result<()> {
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run_sql(
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&self.sql_node.files,
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&self.sql_node.output_file,
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&self.sql_node.query,
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)
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}
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}
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#[cfg(test)]
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mod tests {
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use std::{fs::File, io::Read};
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use super::{run_sql, CSVFile};
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#[test]
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fn basic_query_works() -> anyhow::Result<()> {
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let output_path = "./testing/output/output.csv".to_owned();
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run_sql(
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&vec![CSVFile {
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name: "Account".to_owned(),
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path: "./testing/test.csv".to_owned(),
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}],
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&output_path,
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&"SELECT * FROM Account WHERE Code = 'A195950'".to_owned(),
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)?;
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let mut output = String::new();
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let mut output_file = File::open(output_path)?;
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output_file.read_to_string(&mut output)?;
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assert_eq!(
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output,
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"Code,Description,Type,CostOutput,PercentFixed
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A195950,A195950 Staff Related Other,E,GS,100.00
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"
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);
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Ok(())
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}
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}
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9
testing/test.csv
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9
testing/test.csv
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Code,Description,Type,CostOutput,PercentFixed
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A195950,A195950 Staff Related Other,E,GS,100.00
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A105115,A105115 S&W Sal Pack Dieticians,R,SW AH,100.00
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A105240,A105240 S&W Sal Pack Tech Offs,R,SW Other,100.00
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A114250,A114250 S&W Man Jnl Agcy Med,E,SW Other,100.00
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A183350,A183350 Dom Sups Oth,E,GS,100.00
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A170210,"A170210 Biscuits, Cakes, Pies",E,GS,100.00
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A194000,A194000 Stationery,E,GS,100.00
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A174350,A174350 M&S Enteral Feed Sets,E,MS,100.00
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