nu_plugin_bigquery 0.2.0

A Nushell plugin for querying Google BigQuery
Documentation
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
use base64::Engine;
use chrono::{DateTime, FixedOffset, NaiveDate, NaiveDateTime};
use nu_protocol::{Record, Span, Value};

use crate::client::{TableFieldSchema, TableRow, TableSchema};

/// Convert BigQuery query result rows into Nushell Values using schema type information.
pub fn rows_to_values(schema: &TableSchema, rows: &[TableRow], span: Span) -> Vec<Value> {
    let fields = match &schema.fields {
        Some(f) => f,
        None => return Vec::new(),
    };

    rows.iter()
        .map(|row| row_to_value(fields, row, span))
        .collect()
}

fn row_to_value(fields: &[TableFieldSchema], row: &TableRow, span: Span) -> Value {
    let cells = match row.f.as_ref() {
        Some(c) => c,
        None => {
            // Row with no cells — produce a record with all Nothing values
            let mut record = Record::new();
            for field in fields {
                let name = field.name.as_deref().unwrap_or("unknown").to_string();
                record.push(name, Value::nothing(span));
            }
            return Value::record(record, span);
        }
    };
    let mut record = Record::new();

    for (i, field) in fields.iter().enumerate() {
        let name = field.name.as_deref().unwrap_or("unknown").to_string();
        let bq_type = field.r#type.as_deref().unwrap_or("STRING");
        let mode = field.mode.as_deref().unwrap_or("NULLABLE");
        let sub_fields = field.fields.as_deref();

        let cell_value = cells.get(i).and_then(|c| c.v.as_ref());
        let nu_value = convert_cell(cell_value, bq_type, mode, sub_fields, span);
        record.push(name, nu_value);
    }

    Value::record(record, span)
}

/// Convert a single BigQuery cell value to a Nushell Value.
fn convert_cell(
    value: Option<&serde_json::Value>,
    bq_type: &str,
    mode: &str,
    sub_fields: Option<&[TableFieldSchema]>,
    span: Span,
) -> Value {
    // Handle null
    let json_val = match value {
        None | Some(serde_json::Value::Null) => return Value::nothing(span),
        Some(v) => v,
    };

    // Handle REPEATED (array) mode
    if mode == "REPEATED" {
        if let serde_json::Value::Array(arr) = json_val {
            let items: Vec<Value> = arr
                .iter()
                .map(|item| {
                    // REPEATED items are wrapped in {"v": value}
                    let inner = if let serde_json::Value::Object(obj) = item {
                        obj.get("v")
                    } else {
                        Some(item)
                    };
                    convert_cell(inner, bq_type, "NULLABLE", sub_fields, span)
                })
                .collect();
            return Value::list(items, span);
        }
        return Value::nothing(span);
    }

    match bq_type.to_uppercase().as_str() {
        "STRING" | "GEOGRAPHY" | "JSON" => convert_string(json_val, span),
        "BYTES" => convert_bytes(json_val, span),
        "INTEGER" | "INT64" => convert_int(json_val, span),
        "FLOAT" | "FLOAT64" => convert_float(json_val, span),
        "NUMERIC" | "BIGNUMERIC" => convert_numeric(json_val, span),
        "BOOLEAN" | "BOOL" => convert_bool(json_val, span),
        "TIMESTAMP" => convert_timestamp(json_val, span),
        "DATE" => convert_date(json_val, span),
        "TIME" => convert_string(json_val, span), // No Nushell Time type
        "DATETIME" => convert_datetime(json_val, span),
        "RECORD" | "STRUCT" => convert_record(json_val, sub_fields, span),
        _ => convert_string(json_val, span), // Fallback
    }
}

fn convert_string(val: &serde_json::Value, span: Span) -> Value {
    match val {
        serde_json::Value::String(s) => Value::string(s.clone(), span),
        other => Value::string(other.to_string(), span),
    }
}

fn convert_bytes(val: &serde_json::Value, span: Span) -> Value {
    if let serde_json::Value::String(s) = val {
        match base64::engine::general_purpose::STANDARD.decode(s) {
            Ok(bytes) => Value::binary(bytes, span),
            Err(_) => Value::string(s.clone(), span),
        }
    } else {
        Value::nothing(span)
    }
}

fn convert_int(val: &serde_json::Value, span: Span) -> Value {
    match val {
        serde_json::Value::String(s) => match s.parse::<i64>() {
            Ok(n) => Value::int(n, span),
            Err(_) => Value::string(s.clone(), span),
        },
        serde_json::Value::Number(n) => {
            if let Some(i) = n.as_i64() {
                Value::int(i, span)
            } else if let Some(f) = n.as_f64() {
                Value::int(f as i64, span)
            } else {
                Value::string(n.to_string(), span)
            }
        }
        _ => Value::nothing(span),
    }
}

fn convert_float(val: &serde_json::Value, span: Span) -> Value {
    match val {
        serde_json::Value::String(s) => match s.parse::<f64>() {
            Ok(f) => Value::float(f, span),
            Err(_) => Value::string(s.clone(), span),
        },
        serde_json::Value::Number(n) => {
            if let Some(f) = n.as_f64() {
                Value::float(f, span)
            } else {
                Value::string(n.to_string(), span)
            }
        }
        _ => Value::nothing(span),
    }
}

fn convert_numeric(val: &serde_json::Value, span: Span) -> Value {
    // Preserve precision by keeping as string
    match val {
        serde_json::Value::String(s) => Value::string(s.clone(), span),
        other => Value::string(other.to_string(), span),
    }
}

fn convert_bool(val: &serde_json::Value, span: Span) -> Value {
    match val {
        serde_json::Value::Bool(b) => Value::bool(*b, span),
        serde_json::Value::String(s) => match s.to_lowercase().as_str() {
            "true" => Value::bool(true, span),
            "false" => Value::bool(false, span),
            _ => Value::string(s.clone(), span),
        },
        _ => Value::nothing(span),
    }
}

fn convert_timestamp(val: &serde_json::Value, span: Span) -> Value {
    // BigQuery REST API returns timestamps as Unix epoch seconds (float string)
    // e.g., "1.634567890123E9"
    if let serde_json::Value::String(s) = val {
        if let Ok(epoch_secs) = s.parse::<f64>() {
            let secs = epoch_secs as i64;
            let nanos = ((epoch_secs - secs as f64) * 1_000_000_000.0) as u32;
            if let Some(dt) = DateTime::from_timestamp(secs, nanos) {
                let fixed: DateTime<FixedOffset> =
                    dt.with_timezone(&FixedOffset::east_opt(0).unwrap());
                return Value::date(fixed, span);
            }
        }
        // Try ISO 8601 format as fallback
        if let Ok(dt) = DateTime::parse_from_rfc3339(s) {
            return Value::date(dt, span);
        }
        Value::string(s.clone(), span)
    } else {
        Value::nothing(span)
    }
}

fn convert_date(val: &serde_json::Value, span: Span) -> Value {
    // BigQuery DATE format: "YYYY-MM-DD"
    if let serde_json::Value::String(s) = val {
        if let Ok(date) = NaiveDate::parse_from_str(s, "%Y-%m-%d") {
            let dt = date
                .and_hms_opt(0, 0, 0)
                .unwrap()
                .and_utc()
                .with_timezone(&FixedOffset::east_opt(0).unwrap());
            return Value::date(dt, span);
        }
        Value::string(s.clone(), span)
    } else {
        Value::nothing(span)
    }
}

fn convert_datetime(val: &serde_json::Value, span: Span) -> Value {
    // BigQuery DATETIME format: "YYYY-MM-DD HH:MM:SS.FFFFFF" (no timezone)
    if let serde_json::Value::String(s) = val {
        // Try with fractional seconds
        if let Ok(ndt) = NaiveDateTime::parse_from_str(s, "%Y-%m-%dT%H:%M:%S%.f") {
            let dt = ndt
                .and_utc()
                .with_timezone(&FixedOffset::east_opt(0).unwrap());
            return Value::date(dt, span);
        }
        if let Ok(ndt) = NaiveDateTime::parse_from_str(s, "%Y-%m-%d %H:%M:%S%.f") {
            let dt = ndt
                .and_utc()
                .with_timezone(&FixedOffset::east_opt(0).unwrap());
            return Value::date(dt, span);
        }
        if let Ok(ndt) = NaiveDateTime::parse_from_str(s, "%Y-%m-%d %H:%M:%S") {
            let dt = ndt
                .and_utc()
                .with_timezone(&FixedOffset::east_opt(0).unwrap());
            return Value::date(dt, span);
        }
        Value::string(s.clone(), span)
    } else {
        Value::nothing(span)
    }
}

fn convert_record(
    val: &serde_json::Value,
    sub_fields: Option<&[TableFieldSchema]>,
    span: Span,
) -> Value {
    // RECORD/STRUCT values come as {"f": [{"v": val1}, {"v": val2}, ...]}
    let obj = match val {
        serde_json::Value::Object(o) => o,
        _ => return Value::nothing(span),
    };

    let cells = match obj.get("f").and_then(|f| f.as_array()) {
        Some(arr) => arr,
        None => return Value::nothing(span),
    };

    let fields = match sub_fields {
        Some(f) => f,
        None => return Value::nothing(span),
    };

    let mut record = Record::new();
    for (i, field) in fields.iter().enumerate() {
        let name = field.name.as_deref().unwrap_or("unknown").to_string();
        let bq_type = field.r#type.as_deref().unwrap_or("STRING");
        let mode = field.mode.as_deref().unwrap_or("NULLABLE");
        let nested_fields = field.fields.as_deref();

        let cell_value = cells
            .get(i)
            .and_then(|c| c.as_object())
            .and_then(|o| o.get("v"));
        let nu_value = convert_cell(cell_value, bq_type, mode, nested_fields, span);
        record.push(name, nu_value);
    }

    Value::record(record, span)
}

/// Format bytes as a human-readable string.
pub fn format_bytes(bytes_str: &str) -> String {
    if let Ok(bytes) = bytes_str.parse::<u64>() {
        if bytes < 1024 {
            format!("{bytes} B")
        } else if bytes < 1024 * 1024 {
            format!("{:.1} KB", bytes as f64 / 1024.0)
        } else if bytes < 1024 * 1024 * 1024 {
            format!("{:.1} MB", bytes as f64 / (1024.0 * 1024.0))
        } else if bytes < 1024 * 1024 * 1024 * 1024 {
            format!("{:.2} GB", bytes as f64 / (1024.0 * 1024.0 * 1024.0))
        } else {
            format!(
                "{:.2} TB",
                bytes as f64 / (1024.0 * 1024.0 * 1024.0 * 1024.0)
            )
        }
    } else {
        bytes_str.to_string()
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::client::TableCell;

    #[test]
    fn test_convert_int_from_string() {
        let val = serde_json::Value::String("42".to_string());
        let result = convert_int(&val, Span::test_data());
        assert_eq!(result, Value::test_int(42));
    }

    #[test]
    fn test_convert_float_from_string() {
        let val = serde_json::Value::String("3.5".to_string());
        let result = convert_float(&val, Span::test_data());
        assert_eq!(result, Value::test_float(3.5));
    }

    #[test]
    fn test_convert_bool_from_string() {
        let val = serde_json::Value::String("true".to_string());
        let result = convert_bool(&val, Span::test_data());
        assert_eq!(result, Value::test_bool(true));
    }

    #[test]
    fn test_convert_null() {
        let result = convert_cell(None, "STRING", "NULLABLE", None, Span::test_data());
        assert_eq!(result, Value::nothing(Span::test_data()));
    }

    #[test]
    fn test_convert_date() {
        let val = serde_json::Value::String("2024-01-15".to_string());
        let result = convert_date(&val, Span::test_data());
        match result {
            Value::Date { .. } => {} // OK
            other => panic!("Expected Date, got {:?}", other),
        }
    }

    #[test]
    fn test_format_bytes() {
        assert_eq!(format_bytes("500"), "500 B");
        assert_eq!(format_bytes("1536"), "1.5 KB");
        assert_eq!(format_bytes("1073741824"), "1.00 GB");
    }

    #[test]
    fn test_convert_timestamp_epoch() {
        // Unix epoch as float string (BigQuery REST API format)
        let val = serde_json::Value::String("1.7e+09".to_string());
        let result = convert_timestamp(&val, Span::test_data());
        match result {
            Value::Date { .. } => {}
            other => panic!("Expected Date for timestamp, got {:?}", other),
        }
    }

    #[test]
    fn test_convert_datetime_string() {
        let val = serde_json::Value::String("2024-01-15 14:30:00".to_string());
        let result = convert_datetime(&val, Span::test_data());
        match result {
            Value::Date { .. } => {}
            other => panic!("Expected Date for datetime, got {:?}", other),
        }
    }

    #[test]
    fn test_convert_bytes_base64() {
        let val = serde_json::Value::String("SGVsbG8=".to_string()); // "Hello"
        let result = convert_bytes(&val, Span::test_data());
        assert_eq!(result, Value::binary(b"Hello".to_vec(), Span::test_data()));
    }

    #[test]
    fn test_convert_numeric_preserves_precision() {
        let val = serde_json::Value::String("123456789.123456789".to_string());
        let result = convert_numeric(&val, Span::test_data());
        assert_eq!(result, Value::test_string("123456789.123456789"));
    }

    #[test]
    fn test_convert_repeated_field() {
        let arr = serde_json::json!([
            {"v": "10"},
            {"v": "20"},
            {"v": "30"}
        ]);
        let result = convert_cell(Some(&arr), "INTEGER", "REPEATED", None, Span::test_data());
        match result {
            Value::List { vals, .. } => {
                assert_eq!(vals.len(), 3);
                assert_eq!(vals[0], Value::test_int(10));
                assert_eq!(vals[1], Value::test_int(20));
                assert_eq!(vals[2], Value::test_int(30));
            }
            other => panic!("Expected List, got {:?}", other),
        }
    }

    #[test]
    fn test_convert_record_nested() {
        let sub_fields = vec![
            TableFieldSchema {
                name: Some("street".to_string()),
                r#type: Some("STRING".to_string()),
                mode: Some("NULLABLE".to_string()),
                description: None,
                fields: None,
            },
            TableFieldSchema {
                name: Some("zip".to_string()),
                r#type: Some("INTEGER".to_string()),
                mode: Some("NULLABLE".to_string()),
                description: None,
                fields: None,
            },
        ];

        let val = serde_json::json!({
            "f": [
                {"v": "123 Main St"},
                {"v": "90210"}
            ]
        });

        let result = convert_record(&val, Some(&sub_fields), Span::test_data());
        match result {
            Value::Record { val, .. } => {
                assert_eq!(val.len(), 2);
                assert_eq!(
                    val.get("street").unwrap(),
                    &Value::test_string("123 Main St")
                );
                assert_eq!(val.get("zip").unwrap(), &Value::test_int(90210));
            }
            other => panic!("Expected Record, got {:?}", other),
        }
    }

    #[test]
    fn test_rows_to_values_full_pipeline() {
        let schema = TableSchema {
            fields: Some(vec![
                TableFieldSchema {
                    name: Some("id".to_string()),
                    r#type: Some("INTEGER".to_string()),
                    mode: Some("REQUIRED".to_string()),
                    description: None,
                    fields: None,
                },
                TableFieldSchema {
                    name: Some("name".to_string()),
                    r#type: Some("STRING".to_string()),
                    mode: Some("NULLABLE".to_string()),
                    description: None,
                    fields: None,
                },
                TableFieldSchema {
                    name: Some("active".to_string()),
                    r#type: Some("BOOLEAN".to_string()),
                    mode: Some("NULLABLE".to_string()),
                    description: None,
                    fields: None,
                },
            ]),
        };

        let rows = vec![
            TableRow {
                f: Some(vec![
                    TableCell {
                        v: Some(serde_json::json!("1")),
                    },
                    TableCell {
                        v: Some(serde_json::json!("Alice")),
                    },
                    TableCell {
                        v: Some(serde_json::json!("true")),
                    },
                ]),
            },
            TableRow {
                f: Some(vec![
                    TableCell {
                        v: Some(serde_json::json!("2")),
                    },
                    TableCell {
                        v: Some(serde_json::json!("Bob")),
                    },
                    TableCell {
                        v: Some(serde_json::Value::Null),
                    },
                ]),
            },
        ];

        let values = rows_to_values(&schema, &rows, Span::test_data());
        assert_eq!(values.len(), 2);

        // Check first row
        match &values[0] {
            Value::Record { val, .. } => {
                assert_eq!(val.get("id").unwrap(), &Value::test_int(1));
                assert_eq!(val.get("name").unwrap(), &Value::test_string("Alice"));
                assert_eq!(val.get("active").unwrap(), &Value::test_bool(true));
            }
            other => panic!("Expected Record, got {:?}", other),
        }

        // Check second row — null becomes Nothing
        match &values[1] {
            Value::Record { val, .. } => {
                assert_eq!(val.get("id").unwrap(), &Value::test_int(2));
                assert_eq!(val.get("name").unwrap(), &Value::test_string("Bob"));
                assert_eq!(
                    val.get("active").unwrap(),
                    &Value::nothing(Span::test_data())
                );
            }
            other => panic!("Expected Record, got {:?}", other),
        }
    }

    #[test]
    fn test_row_with_missing_f_produces_nothing_record() {
        let schema = TableSchema {
            fields: Some(vec![
                TableFieldSchema {
                    name: Some("id".to_string()),
                    r#type: Some("INTEGER".to_string()),
                    mode: Some("NULLABLE".to_string()),
                    description: None,
                    fields: None,
                },
                TableFieldSchema {
                    name: Some("name".to_string()),
                    r#type: Some("STRING".to_string()),
                    mode: Some("NULLABLE".to_string()),
                    description: None,
                    fields: None,
                },
            ]),
        };

        // Row with f: None should NOT be dropped
        let rows = vec![
            TableRow {
                f: Some(vec![
                    TableCell {
                        v: Some(serde_json::json!("1")),
                    },
                    TableCell {
                        v: Some(serde_json::json!("Alice")),
                    },
                ]),
            },
            TableRow { f: None },
        ];

        let values = rows_to_values(&schema, &rows, Span::test_data());
        assert_eq!(values.len(), 2, "Row with missing f should not be dropped");

        // Second row should be all Nothing
        match &values[1] {
            Value::Record { val, .. } => {
                assert_eq!(val.get("id").unwrap(), &Value::nothing(Span::test_data()));
                assert_eq!(val.get("name").unwrap(), &Value::nothing(Span::test_data()));
            }
            other => panic!("Expected Record, got {:?}", other),
        }
    }
}