use std::fs;
use std::path::{Path, PathBuf};
use std::time::{SystemTime, UNIX_EPOCH};
use floe_core::report::{FileStatus, MismatchAction};
use floe_core::{run, RunOptions};
use polars::prelude::{ParquetReader, SerReader};
fn temp_dir(prefix: &str) -> PathBuf {
let mut path = std::env::temp_dir();
let nanos = SystemTime::now()
.duration_since(UNIX_EPOCH)
.map(|duration| duration.as_nanos())
.unwrap_or(0);
path.push(format!("{prefix}-{nanos}"));
fs::create_dir_all(&path).expect("create temp dir");
path
}
fn write_json(dir: &Path, name: &str, contents: &str) -> PathBuf {
let path = dir.join(name);
fs::write(&path, contents).expect("write json");
path
}
fn write_config(dir: &Path, contents: &str) -> PathBuf {
let path = dir.join("config.yml");
fs::write(&path, contents).expect("write config");
path
}
fn run_config(path: &Path) -> floe_core::RunOutcome {
run(
path,
RunOptions {
profile: None,
run_id: Some("test-run".to_string()),
entities: Vec::new(),
dry_run: false,
},
)
.expect("run config")
}
#[test]
fn json_array_valid_succeeds() {
let root = temp_dir("floe-json-array-valid");
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_json(&input_dir, "input.json", r#"[{"id":"1"},{"id":"2"}]"#);
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "json"
path: "{input_dir}"
options:
json_mode: "array"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
policy:
severity: "warn"
schema:
columns:
- name: "id"
type: "string"
"#,
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(&config_path);
let file = &outcome.entity_outcomes[0].report.files[0];
assert_eq!(file.status, FileStatus::Success);
}
#[test]
fn json_array_missing_keys_become_nulls() {
let root = temp_dir("floe-json-array-missing");
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_json(
&input_dir,
"input.json",
r#"[{"id":"1","name":"Ada"},{"id":"2"}]"#,
);
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "json"
path: "{input_dir}"
options:
json_mode: "array"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
policy:
severity: "warn"
schema:
columns:
- name: "id"
type: "string"
- name: "name"
type: "string"
"#,
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(&config_path);
let file = &outcome.entity_outcomes[0].report.files[0];
assert_eq!(file.status, FileStatus::Success);
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");
assert_eq!(name_col.null_count(), 1);
}
#[test]
fn json_array_extra_columns_ignore() {
let root = temp_dir("floe-json-array-extra");
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_json(
&input_dir,
"input.json",
r#"[{"id":"1"},{"id":"2","extra":"skip"}]"#,
);
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "json"
path: "{input_dir}"
options:
json_mode: "array"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
policy:
severity: "warn"
schema:
mismatch:
extra_columns: "ignore"
columns:
- name: "id"
type: "string"
"#,
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(&config_path);
let file = &outcome.entity_outcomes[0].report.files[0];
assert_eq!(file.status, FileStatus::Success);
assert_eq!(file.mismatch.mismatch_action, MismatchAction::None);
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");
assert!(df.column("extra").is_err());
}
#[test]
fn json_array_invalid_json_rejects_file() {
let root = temp_dir("floe-json-array-invalid");
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted");
let rejected_dir = root.join("out/rejected");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_json(&input_dir, "input.json", "{bad}");
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "json"
path: "{input_dir}"
options:
json_mode: "array"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
rejected:
format: "csv"
path: "{rejected_dir}"
policy:
severity: "reject"
schema:
columns:
- name: "id"
type: "string"
"#,
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(&config_path);
let file = &outcome.entity_outcomes[0].report.files[0];
assert_eq!(file.status, FileStatus::Rejected);
let issue = file.mismatch.error.as_ref().expect("expected json error");
assert_eq!(issue.rule, "json_parse_error");
assert!(issue.message.contains("entity.name=customer"));
}
#[test]
fn json_array_nested_values_are_ignored() {
let root = temp_dir("floe-json-array-nested");
let input_dir = root.join("in");
let accepted_dir = root.join("out/accepted");
let rejected_dir = root.join("out/rejected");
let report_dir = root.join("report");
fs::create_dir_all(&input_dir).expect("create input dir");
write_json(&input_dir, "input.json", r#"[{"id":"1","meta":{"a":1}}]"#);
let yaml = format!(
r#"version: "0.1"
report:
path: "{report_dir}"
entities:
- name: "customer"
source:
format: "json"
path: "{input_dir}"
options:
json_mode: "array"
sink:
accepted:
format: "parquet"
path: "{accepted_dir}"
rejected:
format: "csv"
path: "{rejected_dir}"
policy:
severity: "reject"
schema:
columns:
- name: "id"
type: "string"
"#,
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(&config_path);
let file = &outcome.entity_outcomes[0].report.files[0];
assert_eq!(file.status, FileStatus::Success);
assert!(file.mismatch.error.is_none());
}