1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
//! Logic handling the intermediate representation of Avro values.
use std::collections::HashMap;
use std::hash::BuildHasher;
use std::u8;

use failure::{Error, Fail};
use serde_json::Value as JsonValue;

use crate::schema::{RecordField, Schema, SchemaKind, UnionSchema};

/// Describes errors happened while performing schema resolution on Avro data.
#[derive(Fail, Debug)]
#[fail(display = "Schema resoulution error: {}", _0)]
pub struct SchemaResolutionError(pub String);

impl SchemaResolutionError {
    pub fn new<S>(msg: S) -> SchemaResolutionError
    where
        S: Into<String>,
    {
        SchemaResolutionError(msg.into())
    }
}

/// Represents any valid Avro value
/// More information about Avro values can be found in the
/// [Avro Specification](https://avro.apache.org/docs/current/spec.html#schemas)
#[derive(Clone, Debug, PartialEq)]
pub enum Value {
    /// A `null` Avro value.
    Null,
    /// A `boolean` Avro value.
    Boolean(bool),
    /// A `int` Avro value.
    Int(i32),
    /// A `long` Avro value.
    Long(i64),
    /// A `float` Avro value.
    Float(f32),
    /// A `double` Avro value.
    Double(f64),
    /// A `bytes` Avro value.
    Bytes(Vec<u8>),
    /// A `string` Avro value.
    String(String),
    /// A `fixed` Avro value.
    /// The size of the fixed value is represented as a `usize`.
    Fixed(usize, Vec<u8>),
    /// An `enum` Avro value.
    ///
    /// An Enum is represented by a symbol and its position in the symbols list
    /// of its corresponding schema.
    /// This allows schema-less encoding, as well as schema resolution while
    /// reading values.
    Enum(i32, String),
    /// An `union` Avro value.
    Union(Box<Value>),
    /// An `array` Avro value.
    Array(Vec<Value>),
    /// A `map` Avro value.
    Map(HashMap<String, Value>),
    /// A `record` Avro value.
    ///
    /// A Record is represented by a vector of (`<record name>`, `value`).
    /// This allows schema-less encoding.
    ///
    /// See [Record](types.Record) for a more user-friendly support.
    Record(Vec<(String, Value)>),
}

/// Any structure implementing the [ToAvro](trait.ToAvro.html) trait will be usable
/// from a [Writer](../writer/struct.Writer.html).
pub trait ToAvro {
    /// Transforms this value into an Avro-compatible [Value](enum.Value.html).
    fn avro(self) -> Value;
}

macro_rules! to_avro(
    ($t:ty, $v:expr) => (
        impl ToAvro for $t {
            fn avro(self) -> Value {
                $v(self)
            }
        }
    );
);

to_avro!(bool, Value::Boolean);
to_avro!(i32, Value::Int);
to_avro!(i64, Value::Long);
to_avro!(f32, Value::Float);
to_avro!(f64, Value::Double);
to_avro!(String, Value::String);

impl ToAvro for () {
    fn avro(self) -> Value {
        Value::Null
    }
}

impl ToAvro for usize {
    fn avro(self) -> Value {
        (self as i64).avro()
    }
}

impl<'a> ToAvro for &'a str {
    fn avro(self) -> Value {
        Value::String(self.to_owned())
    }
}

impl<'a> ToAvro for &'a [u8] {
    fn avro(self) -> Value {
        Value::Bytes(self.to_owned())
    }
}

impl<T> ToAvro for Option<T>
where
    T: ToAvro,
{
    fn avro(self) -> Value {
        let v = match self {
            Some(v) => T::avro(v),
            None => Value::Null,
        };
        Value::Union(Box::new(v))
    }
}

impl<T, S: BuildHasher> ToAvro for HashMap<String, T, S>
where
    T: ToAvro,
{
    fn avro(self) -> Value {
        Value::Map(
            self.into_iter()
                .map(|(key, value)| (key, value.avro()))
                .collect::<_>(),
        )
    }
}

impl<'a, T, S: BuildHasher> ToAvro for HashMap<&'a str, T, S>
where
    T: ToAvro,
{
    fn avro(self) -> Value {
        Value::Map(
            self.into_iter()
                .map(|(key, value)| (key.to_owned(), value.avro()))
                .collect::<_>(),
        )
    }
}

impl ToAvro for Value {
    fn avro(self) -> Value {
        self
    }
}

/*
impl<S: Serialize> ToAvro for S {
    fn avro(self) -> Value {
        use ser::Serializer;

        self.serialize(&mut Serializer::new()).unwrap()
    }
}
*/

/// Utility interface to build `Value::Record` objects.
#[derive(Debug, Clone)]
pub struct Record<'a> {
    /// List of fields contained in the record.
    /// Ordered according to the fields in the schema given to create this
    /// `Record` object. Any unset field defaults to `Value::Null`.
    pub fields: Vec<(String, Value)>,
    schema_lookup: &'a HashMap<String, usize>,
}

impl<'a> Record<'a> {
    /// Create a `Record` given a `Schema`.
    ///
    /// If the `Schema` is not a `Schema::Record` variant, `None` will be returned.
    pub fn new(schema: &Schema) -> Option<Record> {
        match *schema {
            Schema::Record {
                fields: ref schema_fields,
                lookup: ref schema_lookup,
                ..
            } => {
                let mut fields = Vec::with_capacity(schema_fields.len());
                for schema_field in schema_fields.iter() {
                    fields.push((schema_field.name.clone(), Value::Null));
                }

                Some(Record {
                    fields,
                    schema_lookup,
                })
            }
            _ => None,
        }
    }

    /// Put a compatible value (implementing the `ToAvro` trait) in the
    /// `Record` for a given `field` name.
    ///
    /// **NOTE** Only ensure that the field name is present in the `Schema` given when creating
    /// this `Record`. Does not perform any schema validation.
    pub fn put<V>(&mut self, field: &str, value: V)
    where
        V: ToAvro,
    {
        if let Some(&position) = self.schema_lookup.get(field) {
            self.fields[position].1 = value.avro()
        }
    }
}

impl<'a> ToAvro for Record<'a> {
    fn avro(self) -> Value {
        Value::Record(self.fields)
    }
}

impl ToAvro for JsonValue {
    fn avro(self) -> Value {
        match self {
            JsonValue::Null => Value::Null,
            JsonValue::Bool(b) => Value::Boolean(b),
            JsonValue::Number(ref n) if n.is_i64() => Value::Long(n.as_i64().unwrap()),
            JsonValue::Number(ref n) if n.is_f64() => Value::Double(n.as_f64().unwrap()),
            JsonValue::Number(n) => Value::Long(n.as_u64().unwrap() as i64), // TODO: Not so great
            JsonValue::String(s) => Value::String(s),
            JsonValue::Array(items) => {
                Value::Array(items.into_iter().map(|item| item.avro()).collect::<_>())
            }
            JsonValue::Object(items) => Value::Map(
                items
                    .into_iter()
                    .map(|(key, value)| (key, value.avro()))
                    .collect::<_>(),
            ),
        }
    }
}

impl Value {
    /// Validate the value against the given [Schema](../schema/enum.Schema.html).
    ///
    /// See the [Avro specification](https://avro.apache.org/docs/current/spec.html)
    /// for the full set of rules of schema validation.
    pub fn validate(&self, schema: &Schema) -> bool {
        match (self, schema) {
            (&Value::Null, &Schema::Null) => true,
            (&Value::Boolean(_), &Schema::Boolean) => true,
            (&Value::Int(_), &Schema::Int) => true,
            (&Value::Long(_), &Schema::Long) => true,
            (&Value::Float(_), &Schema::Float) => true,
            (&Value::Double(_), &Schema::Double) => true,
            (&Value::Bytes(_), &Schema::Bytes) => true,
            (&Value::String(_), &Schema::String) => true,
            (&Value::Fixed(n, _), &Schema::Fixed { size, .. }) => n == size,
            (&Value::String(ref s), &Schema::Enum { ref symbols, .. }) => symbols.contains(s),
            (&Value::Enum(i, ref s), &Schema::Enum { ref symbols, .. }) => symbols
                .get(i as usize)
                .map(|ref symbol| symbol == &s)
                .unwrap_or(false),
            // (&Value::Union(None), &Schema::Union(_)) => true,
            (&Value::Union(ref value), &Schema::Union(ref inner)) => {
                inner.find_schema(value).is_some()
            }
            (&Value::Array(ref items), &Schema::Array(ref inner)) => {
                items.iter().all(|item| item.validate(inner))
            }
            (&Value::Map(ref items), &Schema::Map(ref inner)) => {
                items.iter().all(|(_, value)| value.validate(inner))
            }
            (&Value::Record(ref record_fields), &Schema::Record { ref fields, .. }) => {
                fields.len() == record_fields.len()
                    && fields.iter().zip(record_fields.iter()).all(
                        |(field, &(ref name, ref value))| {
                            field.name == *name && value.validate(&field.schema)
                        },
                    )
            }
            _ => false,
        }
    }

    /// Attempt to perform schema resolution on the value, with the given
    /// [Schema](../schema/enum.Schema.html).
    ///
    /// See [Schema Resolution](https://avro.apache.org/docs/current/spec.html#Schema+Resolution)
    /// in the Avro specification for the full set of rules of schema
    /// resolution.
    pub fn resolve(mut self, schema: &Schema) -> Result<Self, Error> {
        // Check if this schema is a union, and if the reader schema is not.
        if SchemaKind::from(&self) == SchemaKind::Union
            && SchemaKind::from(schema) != SchemaKind::Union
        {
            // Pull out the Union, and attempt to resolve against it.
            let v = match self {
                Value::Union(b) => *b,
                _ => unreachable!(),
            };
            self = v;
        }
        match *schema {
            Schema::Null => self.resolve_null(),
            Schema::Boolean => self.resolve_boolean(),
            Schema::Int => self.resolve_int(),
            Schema::Long => self.resolve_long(),
            Schema::Float => self.resolve_float(),
            Schema::Double => self.resolve_double(),
            Schema::Bytes => self.resolve_bytes(),
            Schema::String => self.resolve_string(),
            Schema::Fixed { size, .. } => self.resolve_fixed(size),
            Schema::Union(ref inner) => self.resolve_union(inner),
            Schema::Enum { ref symbols, .. } => self.resolve_enum(symbols),
            Schema::Array(ref inner) => self.resolve_array(inner),
            Schema::Map(ref inner) => self.resolve_map(inner),
            Schema::Record { ref fields, .. } => self.resolve_record(fields),
        }
    }

    fn resolve_null(self) -> Result<Self, Error> {
        match self {
            Value::Null => Ok(Value::Null),
            other => {
                Err(SchemaResolutionError::new(format!("Null expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_boolean(self) -> Result<Self, Error> {
        match self {
            Value::Boolean(b) => Ok(Value::Boolean(b)),
            other => {
                Err(SchemaResolutionError::new(format!("Boolean expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_int(self) -> Result<Self, Error> {
        match self {
            Value::Int(n) => Ok(Value::Int(n)),
            Value::Long(n) => Ok(Value::Int(n as i32)),
            other => {
                Err(SchemaResolutionError::new(format!("Int expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_long(self) -> Result<Self, Error> {
        match self {
            Value::Int(n) => Ok(Value::Long(i64::from(n))),
            Value::Long(n) => Ok(Value::Long(n)),
            other => {
                Err(SchemaResolutionError::new(format!("Long expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_float(self) -> Result<Self, Error> {
        match self {
            Value::Int(n) => Ok(Value::Float(n as f32)),
            Value::Long(n) => Ok(Value::Float(n as f32)),
            Value::Float(x) => Ok(Value::Float(x)),
            Value::Double(x) => Ok(Value::Float(x as f32)),
            other => {
                Err(SchemaResolutionError::new(format!("Float expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_double(self) -> Result<Self, Error> {
        match self {
            Value::Int(n) => Ok(Value::Double(f64::from(n))),
            Value::Long(n) => Ok(Value::Double(n as f64)),
            Value::Float(x) => Ok(Value::Double(f64::from(x))),
            Value::Double(x) => Ok(Value::Double(x)),
            other => {
                Err(SchemaResolutionError::new(format!("Double expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_bytes(self) -> Result<Self, Error> {
        match self {
            Value::Bytes(bytes) => Ok(Value::Bytes(bytes)),
            Value::String(s) => Ok(Value::Bytes(s.into_bytes())),
            Value::Array(items) => Ok(Value::Bytes(
                items
                    .into_iter()
                    .map(Value::try_u8)
                    .collect::<Result<Vec<_>, _>>()?,
            )),
            other => {
                Err(SchemaResolutionError::new(format!("Bytes expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_string(self) -> Result<Self, Error> {
        match self {
            Value::String(s) => Ok(Value::String(s)),
            Value::Bytes(bytes) => Ok(Value::String(String::from_utf8(bytes)?)),
            other => {
                Err(SchemaResolutionError::new(format!("String expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_fixed(self, size: usize) -> Result<Self, Error> {
        match self {
            Value::Fixed(n, bytes) => {
                if n == size {
                    Ok(Value::Fixed(n, bytes))
                } else {
                    Err(SchemaResolutionError::new(format!(
                        "Fixed size mismatch, {} expected, got {}",
                        size, n
                    ))
                    .into())
                }
            }
            other => {
                Err(SchemaResolutionError::new(format!("String expected, got {:?}", other)).into())
            }
        }
    }

    fn resolve_enum(self, symbols: &[String]) -> Result<Self, Error> {
        let validate_symbol = |symbol: String, symbols: &[String]| {
            if let Some(index) = symbols.iter().position(|ref item| item == &&symbol) {
                Ok(Value::Enum(index as i32, symbol))
            } else {
                Err(SchemaResolutionError::new(format!(
                    "Enum default {} is not among allowed symbols {:?}",
                    symbol, symbols,
                ))
                .into())
            }
        };

        match self {
            Value::Enum(i, s) => {
                if i >= 0 && i < symbols.len() as i32 {
                    validate_symbol(s, symbols)
                } else {
                    Err(SchemaResolutionError::new(format!(
                        "Enum value {} is out of bound {}",
                        i,
                        symbols.len() as i32
                    ))
                    .into())
                }
            }
            Value::String(s) => validate_symbol(s, symbols),
            other => Err(SchemaResolutionError::new(format!(
                "Enum({:?}) expected, got {:?}",
                symbols, other
            ))
            .into()),
        }
    }

    fn resolve_union(self, schema: &UnionSchema) -> Result<Self, Error> {
        let v = match self {
            // Both are unions case.
            Value::Union(v) => *v,
            // Reader is a union, but writer is not.
            v => v,
        };
        // Find the first match in the reader schema.
        let (_, inner) = schema
            .find_schema(&v)
            .ok_or_else(|| SchemaResolutionError::new("Could not find matching type in union"))?;
        Ok(Value::Union(Box::new(v.resolve(inner)?)))
    }

    fn resolve_array(self, schema: &Schema) -> Result<Self, Error> {
        match self {
            Value::Array(items) => Ok(Value::Array(
                items
                    .into_iter()
                    .map(|item| item.resolve(schema))
                    .collect::<Result<Vec<_>, _>>()?,
            )),
            other => Err(SchemaResolutionError::new(format!(
                "Array({:?}) expected, got {:?}",
                schema, other
            ))
            .into()),
        }
    }

    fn resolve_map(self, schema: &Schema) -> Result<Self, Error> {
        match self {
            Value::Map(items) => Ok(Value::Map(
                items
                    .into_iter()
                    .map(|(key, value)| value.resolve(schema).map(|value| (key, value)))
                    .collect::<Result<HashMap<_, _>, _>>()?,
            )),
            other => Err(SchemaResolutionError::new(format!(
                "Map({:?}) expected, got {:?}",
                schema, other
            ))
            .into()),
        }
    }

    fn resolve_record(self, fields: &[RecordField]) -> Result<Self, Error> {
        let mut items = match self {
            Value::Map(items) => Ok(items),
            Value::Record(fields) => Ok(fields.into_iter().collect::<HashMap<_, _>>()),
            other => Err(Error::from(SchemaResolutionError::new(format!(
                "Record({:?}) expected, got {:?}",
                fields, other
            )))),
        }?;

        let new_fields = fields
            .iter()
            .map(|field| {
                let value = match items.remove(&field.name) {
                    Some(value) => value,
                    None => match field.default {
                        Some(ref value) => match field.schema {
                            Schema::Enum { ref symbols, .. } => {
                                value.clone().avro().resolve_enum(symbols)?
                            }
                            Schema::Union(ref union_schema) => {
                                let first = &union_schema.variants()[0];
                                // NOTE: this match exists only to optimize null defaults for large
                                // backward-compatible schemas with many nullable fields
                                match first {
                                    Schema::Null => Value::Union(Box::new(Value::Null)),
                                    _ => {
                                        Value::Union(Box::new(value.clone().avro().resolve(first)?))
                                    }
                                }
                            }
                            _ => value.clone().avro(),
                        },
                        None => {
                            return Err(SchemaResolutionError::new(format!(
                                "missing field {} in record",
                                field.name
                            ))
                            .into());
                        }
                    },
                };
                value
                    .resolve(&field.schema)
                    .map(|value| (field.name.clone(), value))
            })
            .collect::<Result<Vec<_>, _>>()?;

        Ok(Value::Record(new_fields))
    }

    fn try_u8(self) -> Result<u8, Error> {
        let int = self.resolve(&Schema::Int)?;
        if let Value::Int(n) = int {
            if n >= 0 && n <= i32::from(u8::MAX) {
                return Ok(n as u8);
            }
        }

        Err(SchemaResolutionError::new(format!("Unable to convert to u8, got {:?}", int)).into())
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::schema::{Name, RecordField, RecordFieldOrder, UnionSchema};

    #[test]
    fn validate() {
        let value_schema_valid = vec![
            (Value::Int(42), Schema::Int, true),
            (Value::Int(42), Schema::Boolean, false),
            (
                Value::Union(Box::new(Value::Null)),
                Schema::Union(UnionSchema::new(vec![Schema::Null, Schema::Int]).unwrap()),
                true,
            ),
            (
                Value::Union(Box::new(Value::Int(42))),
                Schema::Union(UnionSchema::new(vec![Schema::Null, Schema::Int]).unwrap()),
                true,
            ),
            (
                Value::Union(Box::new(Value::Null)),
                Schema::Union(UnionSchema::new(vec![Schema::Double, Schema::Int]).unwrap()),
                false,
            ),
            (
                Value::Union(Box::new(Value::Int(42))),
                Schema::Union(
                    UnionSchema::new(vec![
                        Schema::Null,
                        Schema::Double,
                        Schema::String,
                        Schema::Int,
                    ])
                    .unwrap(),
                ),
                true,
            ),
            (
                Value::Array(vec![Value::Long(42i64)]),
                Schema::Array(Box::new(Schema::Long)),
                true,
            ),
            (
                Value::Array(vec![Value::Boolean(true)]),
                Schema::Array(Box::new(Schema::Long)),
                false,
            ),
            (Value::Record(vec![]), Schema::Null, false),
        ];

        for (value, schema, valid) in value_schema_valid.into_iter() {
            assert_eq!(valid, value.validate(&schema));
        }
    }

    #[test]
    fn validate_fixed() {
        let schema = Schema::Fixed {
            size: 4,
            name: Name::new("some_fixed"),
        };

        assert!(Value::Fixed(4, vec![0, 0, 0, 0]).validate(&schema));
        assert!(!Value::Fixed(5, vec![0, 0, 0, 0, 0]).validate(&schema));
    }

    #[test]
    fn validate_enum() {
        let schema = Schema::Enum {
            name: Name::new("some_enum"),
            doc: None,
            symbols: vec![
                "spades".to_string(),
                "hearts".to_string(),
                "diamonds".to_string(),
                "clubs".to_string(),
            ],
        };

        assert!(Value::Enum(0, "spades".to_string()).validate(&schema));
        assert!(Value::String("spades".to_string()).validate(&schema));

        assert!(!Value::Enum(1, "spades".to_string()).validate(&schema));
        assert!(!Value::String("lorem".to_string()).validate(&schema));

        let other_schema = Schema::Enum {
            name: Name::new("some_other_enum"),
            doc: None,
            symbols: vec![
                "hearts".to_string(),
                "diamonds".to_string(),
                "clubs".to_string(),
                "spades".to_string(),
            ],
        };

        assert!(!Value::Enum(0, "spades".to_string()).validate(&other_schema));
    }

    #[test]
    fn validate_record() {
        // {
        //    "type": "record",
        //    "fields": [
        //      {"type": "long", "name": "a"},
        //      {"type": "string", "name": "b"}
        //    ]
        // }
        let schema = Schema::Record {
            name: Name::new("some_record"),
            doc: None,
            fields: vec![
                RecordField {
                    name: "a".to_string(),
                    doc: None,
                    default: None,
                    schema: Schema::Long,
                    order: RecordFieldOrder::Ascending,
                    position: 0,
                },
                RecordField {
                    name: "b".to_string(),
                    doc: None,
                    default: None,
                    schema: Schema::String,
                    order: RecordFieldOrder::Ascending,
                    position: 1,
                },
            ],
            lookup: HashMap::new(),
        };

        assert!(Value::Record(vec![
            ("a".to_string(), Value::Long(42i64)),
            ("b".to_string(), Value::String("foo".to_string())),
        ])
        .validate(&schema));

        assert!(!Value::Record(vec![
            ("b".to_string(), Value::String("foo".to_string())),
            ("a".to_string(), Value::Long(42i64)),
        ])
        .validate(&schema));

        assert!(!Value::Record(vec![
            ("a".to_string(), Value::Boolean(false)),
            ("b".to_string(), Value::String("foo".to_string())),
        ])
        .validate(&schema));

        assert!(!Value::Record(vec![
            ("a".to_string(), Value::Long(42i64)),
            ("c".to_string(), Value::String("foo".to_string())),
        ])
        .validate(&schema));

        assert!(!Value::Record(vec![
            ("a".to_string(), Value::Long(42i64)),
            ("b".to_string(), Value::String("foo".to_string())),
            ("c".to_string(), Value::Null),
        ])
        .validate(&schema));
    }

    #[test]
    fn resolve_bytes_ok() {
        let value = Value::Array(vec![Value::Int(0), Value::Int(42)]);
        assert_eq!(
            value.resolve(&Schema::Bytes).unwrap(),
            Value::Bytes(vec![0u8, 42u8])
        );
    }

    #[test]
    fn resolve_bytes_failure() {
        let value = Value::Array(vec![Value::Int(2000), Value::Int(-42)]);
        assert!(value.resolve(&Schema::Bytes).is_err());
    }
}