use std::fs;
use std::path::{Path, PathBuf};
use floe_core::{run, RunOptions};
use polars::prelude::{ParquetReader, SerReader};
fn write_fixed(dir: &Path, name: &str, contents: &str) -> PathBuf {
let path = dir.join(name);
fs::write(&path, contents).expect("write fixed-width");
path
}
fn write_config(dir: &Path, contents: &str) -> PathBuf {
let path = dir.join("config.yml");
fs::write(&path, contents).expect("write config");
path
}
#[test]
fn fixed_width_parses_rows() {
let temp_dir = tempfile::TempDir::new().expect("temp dir");
let root = temp_dir.path();
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted/customer");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_fixed(&input_dir, "data.txt", "0001Alice \n0002Bob \n");
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "fixed"
path: "{input_dir}"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
policy:
severity: "warn"
schema:
columns:
- name: "id"
type: "string"
width: 4
- name: "name"
type: "string"
width: 6
"#,
report_dir = report_dir.display(),
input_dir = input_dir.display(),
accepted_dir = accepted_dir.display(),
);
let config_path = write_config(root, &yaml);
let outcome = run(
&config_path,
RunOptions {
run_id: Some("fixed-width-parse".to_string()),
entities: Vec::new(),
dry_run: false,
},
)
.expect("run config");
let output_path = accepted_dir.join("part-00000.parquet");
let file = std::fs::File::open(&output_path).expect("open output parquet");
let df = ParquetReader::new(file)
.finish()
.expect("read output parquet");
let id_col = df.column("id").expect("missing id column");
let name_col = df.column("name").expect("missing name column");
let id_values = id_col.as_materialized_series().str().expect("id utf8");
let name_values = name_col.as_materialized_series().str().expect("name utf8");
assert_eq!(id_values.get(0), Some("0001"));
assert_eq!(id_values.get(1), Some("0002"));
assert_eq!(name_values.get(0), Some("Alice"));
assert_eq!(name_values.get(1), Some("Bob"));
let report = &outcome.entity_outcomes[0].report;
assert_eq!(report.results.accepted_total, 2);
}
#[test]
fn fixed_width_cast_errors_reject_rows() {
let temp_dir = tempfile::TempDir::new().expect("temp dir");
let root = temp_dir.path();
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted/customer");
let rejected_dir = root.join("out/rejected/customer");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_fixed(&input_dir, "data.txt", "000110\nABCD20\n");
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "fixed"
path: "{input_dir}"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
rejected:
format: "csv"
path: "{rejected_dir}"
policy:
severity: "reject"
schema:
columns:
- name: "id"
type: "integer"
width: 4
- name: "qty"
type: "integer"
width: 2
"#,
report_dir = report_dir.display(),
input_dir = input_dir.display(),
accepted_dir = accepted_dir.display(),
rejected_dir = rejected_dir.display(),
);
let config_path = write_config(root, &yaml);
let outcome = run(
&config_path,
RunOptions {
run_id: Some("fixed-width-cast".to_string()),
entities: Vec::new(),
dry_run: false,
},
)
.expect("run config");
let report = &outcome.entity_outcomes[0].report;
let file_report = &report.files[0];
assert_eq!(file_report.accepted_count, 1);
assert_eq!(file_report.rejected_count, 1);
}
#[test]
fn fixed_width_handles_unicode_characters() {
let temp_dir = tempfile::TempDir::new().expect("temp dir");
let root = temp_dir.path();
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted/customer");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_fixed(&input_dir, "data.txt", "0001José東京\n");
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "fixed"
path: "{input_dir}"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
policy:
severity: "warn"
schema:
columns:
- name: "id"
type: "string"
width: 4
- name: "name"
type: "string"
width: 4
- name: "city"
type: "string"
width: 2
"#,
report_dir = report_dir.display(),
input_dir = input_dir.display(),
accepted_dir = accepted_dir.display(),
);
let config_path = write_config(root, &yaml);
let outcome = run(
&config_path,
RunOptions {
run_id: Some("fixed-width-unicode".to_string()),
entities: Vec::new(),
dry_run: false,
},
)
.expect("run config");
let output_path = accepted_dir.join("part-00000.parquet");
let file = std::fs::File::open(&output_path).expect("open output parquet");
let df = ParquetReader::new(file)
.finish()
.expect("read output parquet");
let name_col = df.column("name").expect("missing name column");
let city_col = df.column("city").expect("missing city column");
let name_values = name_col.as_materialized_series().str().expect("name utf8");
let city_values = city_col.as_materialized_series().str().expect("city utf8");
assert_eq!(name_values.get(0), Some("José"));
assert_eq!(city_values.get(0), Some("東京"));
let report = &outcome.entity_outcomes[0].report;
assert_eq!(report.results.accepted_total, 1);
}