hlx 1.2.5

Configuration language designed specifically for ml/ai/data systems
Documentation
use crate::dna::out::hlxc_format::{HlxcWriter, HlxcReader, HLXC_MAGIC, HLXC_VERSION};
use crate::dna::atp::value::Value;
use arrow::datatypes::*;
use std::io::Cursor;
#[test]
fn test_basic_hlxc_writer() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor);
    let schema = create_arrow_schema(
        vec![
            ("name", DataType::Utf8), ("age", DataType::Int64), ("active",
            DataType::Boolean),
        ],
    );
    let names = StringArray::from(vec!["Alice", "Bob", "Charlie"]);
    let ages = Int64Array::from(vec![25, 30, 35]);
    let active = BooleanArray::from(vec![true, false, true]);
    let batch = RecordBatch::try_new(
            Arc::new(schema),
            vec![Arc::new(names), Arc::new(ages), Arc::new(active)],
        )
        .expect("Failed to create record batch");
    writer.add_batch(batch).expect("Failed to add batch");
    let result = writer.finalize();
    if let Err(e) = &result {
        panic!("Finalize failed: {:?}", e);
    }
    result.expect("Failed to finalize");
    println!("Buffer length: {}", buffer.len());
    if buffer.len() >= 10 {
        println!("First 10 bytes: {:?}", & buffer[0..10]);
    }
    assert!(! buffer.is_empty(), "Buffer should not be empty");
    assert!(buffer.len() >= 6, "Buffer should have at least 6 bytes");
    assert_eq!(& buffer[0..4], HLXC_MAGIC, "Magic number mismatch");
    assert_eq!(buffer[4], HLXC_VERSION, "Version byte mismatch");
}
#[test]
fn test_hlxc_reader() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor).with_preview(false, 0);
    let schema = create_arrow_schema(
        vec![("id", DataType::Int64), ("value", DataType::Utf8),],
    );
    let ids = Int64Array::from(vec![1, 2, 3]);
    let values = StringArray::from(vec!["test1", "test2", "test3"]);
    let batch = RecordBatch::try_new(
            Arc::new(schema.clone()),
            vec![Arc::new(ids), Arc::new(values)],
        )
        .expect("Failed to create record batch");
    writer.add_batch(batch).expect("Failed to add batch");
    writer.finalize().expect("Failed to finalize");
    let read_cursor = Cursor::new(&buffer);
    let mut reader = HlxcReader::new(read_cursor);
    let header = reader.read_header().expect("Failed to read header");
    assert_eq!(header.fields.len(), 2);
    assert_eq!(header.fields[0].name, "id");
    assert_eq!(header.fields[1].name, "value");
    let preview = reader.get_preview().expect("Failed to get preview");
    assert!(preview.is_none(), "Preview should be None when disabled");
}
#[test]
fn test_hlxc_compression() {
    let mut buffer_uncompressed = Vec::new();
    let mut buffer_compressed = Vec::new();
    let cursor_uncompressed = Cursor::new(&mut buffer_uncompressed);
    let mut writer_uncompressed = HlxcWriter::new(cursor_uncompressed)
        .with_compression(false);
    let cursor_compressed = Cursor::new(&mut buffer_compressed);
    let mut writer_compressed = HlxcWriter::new(cursor_compressed)
        .with_compression(true);
    let schema = create_arrow_schema(vec![("data", DataType::Utf8),]);
    let large_data: Vec<String> = (0..1000)
        .map(|i| {
            format!(
                "This is test data number {} with some repetitive content that should compress well",
                i
            )
        })
        .collect();
    let data_array = StringArray::from(large_data);
    let batch = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(data_array)])
        .expect("Failed to create record batch");
    writer_uncompressed
        .add_batch(batch.clone())
        .expect("Failed to add batch to uncompressed");
    writer_compressed.add_batch(batch).expect("Failed to add batch to compressed");
    writer_uncompressed.finalize().expect("Failed to finalize uncompressed");
    writer_compressed.finalize().expect("Failed to finalize compressed");
    let mut compressed_reader = HlxcReader::new(Cursor::new(&buffer_compressed));
    let is_compressed = compressed_reader
        .is_compressed()
        .expect("Failed to check compression");
    assert!(is_compressed);
    let mut uncompressed_reader = HlxcReader::new(Cursor::new(&buffer_uncompressed));
    let is_not_compressed = uncompressed_reader
        .is_compressed()
        .expect("Failed to check compression");
    assert!(! is_not_compressed);
}
#[test]
fn test_hlxc_preview() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor).with_preview(true, 5);
    let schema = create_arrow_schema(
        vec![("name", DataType::Utf8), ("score", DataType::Float64),],
    );
    let names = StringArray::from(vec!["Alice", "Bob", "Charlie", "David", "Eve"]);
    let scores = Float64Array::from(vec![95.5, 87.2, 91.8, 88.9, 93.3]);
    let batch = RecordBatch::try_new(
            Arc::new(schema),
            vec![Arc::new(names), Arc::new(scores)],
        )
        .expect("Failed to create record batch");
    writer.add_batch(batch).expect("Failed to add batch");
    writer.finalize().expect("Failed to finalize");
    let read_cursor = Cursor::new(&buffer);
    let mut reader = HlxcReader::new(read_cursor);
    let _header = reader.read_header().expect("Failed to read header");
    let preview = reader.get_preview().expect("Failed to get preview");
    assert!(preview.is_some());
    let preview_data = preview.unwrap();
    assert_eq!(preview_data.len(), 5);
    let first_row = &preview_data[0];
    if let serde_json::Value::Object(obj) = first_row {
        assert!(obj.contains_key("name"));
        assert!(obj.contains_key("score"));
    } else {
        panic!("Preview row should be an object");
    }
}
#[test]
fn test_hlxc_output_manager_integration() {
    let temp_dir = TempDir::new().expect("Failed to create temp dir");
    let mut config = OutputConfig::default();
    config.output_dir = temp_dir.path().to_path_buf();
    config.formats = vec![OutputFormat::Hlxc];
    config.compression.enabled = true;
    let mut manager = OutputManager::new(config);
    let mut row1 = HashMap::new();
    row1.insert("name".to_string(), Value::String("Alice".to_string()));
    row1.insert("age".to_string(), Value::Number(30.0));
    row1.insert("active".to_string(), Value::Bool(true));
    let mut row2 = HashMap::new();
    row2.insert("name".to_string(), Value::String("Bob".to_string()));
    row2.insert("age".to_string(), Value::Number(25.0));
    row2.insert("active".to_string(), Value::Bool(false));
    manager.add_row(row1).expect("Failed to add row 1");
    manager.add_row(row2).expect("Failed to add row 2");
    manager.finalize_all().expect("Failed to finalize");
    let output_files = manager.get_output_files();
    assert_eq!(output_files.len(), 1);
    let hlxc_file = &output_files[0];
    assert!(hlxc_file.exists());
    assert!(hlxc_file.extension().unwrap() == "hlxc");
    let mut reader = HlxcReader::new(
        std::fs::File::open(hlxc_file).expect("Failed to open file"),
    );
    let header = reader.read_header().expect("Failed to read header");
    assert_eq!(header.fields.len(), 3);
    let preview = reader.get_preview().expect("Failed to get preview");
    assert!(preview.is_some());
}
#[test]
fn test_hlxc_data_types() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor);
    let schema = create_arrow_schema(
        vec![
            ("string_col", DataType::Utf8), ("int_col", DataType::Int64), ("float_col",
            DataType::Float64), ("bool_col", DataType::Boolean),
        ],
    );
    let strings = StringArray::from(vec!["hello", "world", "test"]);
    let ints = Int64Array::from(vec![42, 1337, - 1]);
    let floats = Float64Array::from(vec![3.14, 2.71, 1.41]);
    let bools = BooleanArray::from(vec![true, false, true]);
    let batch = RecordBatch::try_new(
            Arc::new(schema),
            vec![Arc::new(strings), Arc::new(ints), Arc::new(floats), Arc::new(bools)],
        )
        .expect("Failed to create record batch");
    writer.add_batch(batch).expect("Failed to add batch");
    writer.finalize().expect("Failed to finalize");
    let read_cursor = Cursor::new(&buffer);
    let mut reader = HlxcReader::new(read_cursor);
    let header = reader.read_header().expect("Failed to read header");
    assert_eq!(header.fields.len(), 4);
    let preview = reader.get_preview().expect("Failed to get preview");
    assert!(preview.is_some());
}
#[test]
fn test_hlxc_error_handling() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor);
    let result = writer.finalize();
    assert!(result.is_err());
    let invalid_data = b"INVALID";
    let mut reader = HlxcReader::new(Cursor::new(invalid_data));
    let result = reader.read_header();
    assert!(result.is_err());
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor);
    let schema1 = create_arrow_schema(vec![("col1", DataType::Utf8)]);
    let schema2 = create_arrow_schema(vec![("col2", DataType::Int64)]);
    let batch1 = RecordBatch::try_new(
            Arc::new(schema1),
            vec![Arc::new(StringArray::from(vec!["test"]))],
        )
        .expect("Failed to create batch 1");
    let batch2 = RecordBatch::try_new(
            Arc::new(schema2),
            vec![Arc::new(Int64Array::from(vec![123]))],
        )
        .expect("Failed to create batch 2");
    writer.add_batch(batch1).expect("Failed to add first batch");
    let result = writer.add_batch(batch2);
    assert!(result.is_err());
}
#[test]
fn test_hlxc_round_trip() {
    let temp_dir = TempDir::new().expect("Failed to create temp dir");
    let file_path = temp_dir.path().join("test.hlxc");
    let original_data = vec![
        ("Alice", 25, true, 95.5), ("Bob", 30, false, 87.2), ("Charlie", 35, true, 91.8),
    ];
    {
        let file = std::fs::File::create(&file_path).expect("Failed to create file");
        let mut writer = HlxcWriter::new(file).with_compression(true);
        let schema = create_arrow_schema(
            vec![
                ("name", DataType::Utf8), ("age", DataType::Int64), ("active",
                DataType::Boolean), ("score", DataType::Float64),
            ],
        );
        let names: Vec<&str> = original_data.iter().map(|(n, _, _, _)| *n).collect();
        let ages: Vec<i64> = original_data.iter().map(|(_, a, _, _)| *a).collect();
        let actives: Vec<bool> = original_data.iter().map(|(_, _, a, _)| *a).collect();
        let scores: Vec<f64> = original_data.iter().map(|(_, _, _, s)| *s).collect();
        let batch = RecordBatch::try_new(
                Arc::new(schema),
                vec![
                    Arc::new(StringArray::from(names)), Arc::new(Int64Array::from(ages)),
                    Arc::new(BooleanArray::from(actives)),
                    Arc::new(Float64Array::from(scores)),
                ],
            )
            .expect("Failed to create record batch");
        writer.add_batch(batch).expect("Failed to add batch");
        writer.finalize().expect("Failed to finalize");
    }
    {
        let file = std::fs::File::open(&file_path).expect("Failed to open file");
        let mut reader = HlxcReader::new(file);
        let header = reader.read_header().expect("Failed to read header");
        assert_eq!(header.fields.len(), 4);
        let preview = reader.get_preview().expect("Failed to get preview");
        assert!(preview.is_some());
        let preview_data = preview.unwrap();
        assert_eq!(preview_data.len(), original_data.len());
        for (i, row) in preview_data.iter().enumerate() {
            if let serde_json::Value::Object(obj) = row {
                let expected = &original_data[i];
                assert_eq!(obj["name"], expected.0);
                assert_eq!(obj["age"], expected.1);
                assert_eq!(obj["active"], expected.2);
                assert_eq!(obj["score"], expected.3);
            }
        }
    }
}
#[test]
fn test_hlxc_large_dataset() {
    let mut buffer = Vec::new();
    let cursor = Cursor::new(&mut buffer);
    let mut writer = HlxcWriter::new(cursor).with_compression(true);
    let schema = create_arrow_schema(
        vec![("id", DataType::Int64), ("data", DataType::Utf8),],
    );
    let ids: Vec<i64> = (0..1000).collect();
    let data: Vec<String> = (0..1000)
        .map(|i| {
            format!(
                "Data entry number {} with some additional text to make it larger", i
            )
        })
        .collect();
    let batch = RecordBatch::try_new(
            Arc::new(schema),
            vec![Arc::new(Int64Array::from(ids)), Arc::new(StringArray::from(data)),],
        )
        .expect("Failed to create record batch");
    writer.add_batch(batch).expect("Failed to add batch");
    writer.finalize().expect("Failed to finalize");
    let read_cursor = Cursor::new(&buffer);
    let mut reader = HlxcReader::new(read_cursor);
    let header = reader.read_header().expect("Failed to read header");
    assert_eq!(header.fields.len(), 2);
    let preview = reader.get_preview().expect("Failed to get preview");
    assert!(preview.is_some());
    assert_eq!(preview.unwrap().len(), 10);
}
#[test]
fn test_hlxc_file_operations() {
    let temp_dir = TempDir::new().expect("Failed to create temp dir");
    let file_path = temp_dir.path().join("test.hlxc");
    {
        let file = std::fs::File::create(&file_path).expect("Failed to create file");
        let mut writer = HlxcWriter::new(file);
        let schema = create_arrow_schema(vec![("test", DataType::Utf8)]);
        let batch = RecordBatch::try_new(
                Arc::new(schema),
                vec![Arc::new(StringArray::from(vec!["Hello, World!"]))],
            )
            .expect("Failed to create batch");
        writer.add_batch(batch).expect("Failed to add batch");
        writer.finalize().expect("Failed to finalize");
    }
    assert!(file_path.exists());
    let metadata = std::fs::metadata(&file_path).expect("Failed to get metadata");
    assert!(metadata.len() > 0);
    {
        let file = std::fs::File::open(&file_path).expect("Failed to open file");
        let mut reader = HlxcReader::new(file);
        let header = reader.read_header().expect("Failed to read header");
        assert_eq!(header.fields[0].name, "test");
        let preview = reader.get_preview().expect("Failed to get preview");
        assert!(preview.is_some());
    }
}
fn create_arrow_schema(fields: Vec<(&str, DataType)>) -> Schema {
    let arrow_fields: Vec<Field> = fields
        .into_iter()
        .map(|(name, data_type)| Field::new(name, data_type, true))
        .collect();
    Schema::new(arrow_fields)
}