faucet-source-databricks 1.0.0

Databricks SQL query source (Statement Execution API) for the faucet-stream ecosystem
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
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
//! Databricks SQL query source over the Statement Execution API.
//!
//! Submits `sql` to `POST /api/2.0/sql/statements`, polls
//! `GET /api/2.0/sql/statements/{id}` until the statement is terminal, then
//! streams the result chunks (INLINE + JSON_ARRAY) as typed JSON rows,
//! following `result.next_chunk_internal_link` across chunks. No SDK — plain
//! `reqwest` over the shared-auth bearer token.

use std::collections::HashMap;
use std::collections::hash_map::DefaultHasher;
use std::hash::{Hash, Hasher};
use std::pin::Pin;
use std::sync::Mutex;
use std::time::Duration;

use async_trait::async_trait;
use faucet_core::replication::{filter_incremental, max_value};
use faucet_core::{AuthSpec, FaucetError, SharedAuthProvider, Source, Stream, StreamPage};
use reqwest::Client;
use serde::Deserialize;
use serde_json::{Value, json};

use crate::config::{DatabricksReplication, DatabricksSourceConfig};
use crate::convert::{ColumnInfo, row_to_json};

/// Databricks SQL query source.
pub struct DatabricksSource {
    config: DatabricksSourceConfig,
    client: Client,
    /// Base URL override (up to but not including `/api/2.0/...`). `None` uses
    /// `config.workspace_url`. Set by tests to point at a mock server.
    endpoint_base: Option<String>,
    /// Shared auth provider; when set, supplies the bearer token (takes
    /// precedence over inline auth).
    auth_provider: Option<SharedAuthProvider>,
    /// Bookmark applied via [`Source::apply_start_bookmark`].
    start_bookmark: Mutex<Option<Value>>,
}

/// The statement lifecycle response (only the fields we consume).
#[derive(Debug, Deserialize)]
struct StatementResponse {
    #[serde(default)]
    statement_id: Option<String>,
    #[serde(default)]
    status: Option<StatusInfo>,
    #[serde(default)]
    manifest: Option<Manifest>,
    #[serde(default)]
    result: Option<ResultChunk>,
}

#[derive(Debug, Deserialize)]
struct StatusInfo {
    #[serde(default)]
    state: String,
    #[serde(default)]
    error: Option<ErrorInfo>,
}

#[derive(Debug, Deserialize)]
struct ErrorInfo {
    #[serde(default)]
    error_code: Option<String>,
    #[serde(default)]
    message: Option<String>,
}

#[derive(Debug, Deserialize)]
struct Manifest {
    #[serde(default)]
    schema: Option<SchemaInfo>,
}

#[derive(Debug, Deserialize)]
struct SchemaInfo {
    #[serde(default)]
    columns: Vec<ColumnInfo>,
}

#[derive(Debug, Deserialize)]
struct ResultChunk {
    #[serde(default)]
    data_array: Option<Vec<Vec<Value>>>,
    #[serde(default)]
    next_chunk_internal_link: Option<String>,
}

/// Client-side incremental filter context.
struct IncrementalCtx {
    column: String,
    start: Value,
}

impl DatabricksSource {
    /// Create a new source. Validates config; does no I/O.
    pub fn new(config: DatabricksSourceConfig) -> Result<Self, FaucetError> {
        config.validate()?;
        Ok(Self {
            config,
            client: Client::new(),
            endpoint_base: None,
            auth_provider: None,
            start_bookmark: Mutex::new(None),
        })
    }

    /// Attach a shared auth provider (yields the bearer token). Takes
    /// precedence over inline auth — lets several connectors share one token.
    pub fn with_auth_provider(mut self, provider: SharedAuthProvider) -> Self {
        self.auth_provider = Some(provider);
        self
    }

    /// Override the base URL (e.g. a wiremock server). Requests go to
    /// `{base}/api/2.0/sql/statements`.
    pub fn with_endpoint_base(mut self, base: impl Into<String>) -> Self {
        self.endpoint_base = Some(base.into());
        self
    }

    fn base_url(&self) -> String {
        match &self.endpoint_base {
            Some(b) => b.trim_end_matches('/').to_owned(),
            None => self.config.workspace_url.trim_end_matches('/').to_owned(),
        }
    }

    fn statements_url(&self) -> String {
        format!("{}/api/2.0/sql/statements", self.base_url())
    }

    /// Resolve the `Authorization` header value: shared provider first, else
    /// inline auth.
    async fn auth_header(&self) -> Result<String, FaucetError> {
        if let Some(p) = &self.auth_provider {
            let cred = p.credential().await?;
            return cred.authorization_value().ok_or_else(|| {
                FaucetError::Auth("databricks: shared provider yielded no bearer credential".into())
            });
        }
        match &self.config.auth {
            AuthSpec::Inline(a) => Ok(a.authorization_value()),
            AuthSpec::Reference(r) => Err(FaucetError::Auth(format!(
                "databricks: auth references provider '{}' but none was supplied",
                r.name
            ))),
        }
    }

    /// The effective incremental start bookmark (persisted bookmark, else the
    /// configured `initial_value`).
    fn incremental_ctx(&self) -> Option<IncrementalCtx> {
        match &self.config.replication {
            DatabricksReplication::Full => None,
            DatabricksReplication::Incremental {
                column,
                initial_value,
            } => {
                let start = self
                    .start_bookmark
                    .lock()
                    .expect("start_bookmark mutex poisoned")
                    .clone()
                    .unwrap_or_else(|| initial_value.clone());
                Some(IncrementalCtx {
                    column: column.clone(),
                    start,
                })
            }
        }
    }

    /// Build the request body: the SQL (with `${bookmark}` and `{ctx}` tokens
    /// rewritten to named params) plus the `parameters` array.
    fn build_body(&self, context: &HashMap<String, Value>, incr: Option<&IncrementalCtx>) -> Value {
        let mut sql = self.config.sql.clone();
        // Named parameters: start with the user's static ones.
        let mut params: Vec<Value> = self
            .config
            .parameters
            .iter()
            .map(|p| {
                json!({
                    "name": p.name,
                    "value": value_to_param_string(&p.value),
                    "type": p.param_type.clone().unwrap_or_else(|| "STRING".into()),
                })
            })
            .collect();

        // Parent-context `{key}` tokens → `:_faucet_ctN` named params.
        if !context.is_empty() {
            let (rewritten, ctx_values) =
                faucet_core::util::substitute_context_bind_params(&sql, context, 0, |i| {
                    format!(":_faucet_ct{i}")
                });
            sql = rewritten;
            for (i, v) in ctx_values.into_iter().enumerate() {
                params.push(json!({
                    "name": format!("_faucet_ct{i}"),
                    "value": value_to_param_string(&v),
                }));
            }
        }

        // Incremental `${bookmark}` token → `:_faucet_bookmark` named param.
        if let Some(ctx) = incr
            && sql.contains("${bookmark}")
        {
            sql = sql.replace("${bookmark}", ":_faucet_bookmark");
            params.push(json!({
                "name": "_faucet_bookmark",
                "value": value_to_param_string(&ctx.start),
            }));
        }

        let mut body = json!({
            "statement": sql,
            "warehouse_id": self.config.warehouse_id,
            "wait_timeout": format!("{}s", self.config.wait_timeout_secs),
            "on_wait_timeout": "CONTINUE",
            "disposition": "INLINE",
            "format": "JSON_ARRAY",
        });
        if let Some(c) = &self.config.catalog {
            body["catalog"] = json!(c);
        }
        if let Some(s) = &self.config.schema {
            body["schema"] = json!(s);
        }
        if !params.is_empty() {
            body["parameters"] = Value::Array(params);
        }
        body
    }

    /// Submit the statement and poll until it reaches a terminal state.
    async fn run_statement(
        &self,
        context: &HashMap<String, Value>,
        incr: Option<&IncrementalCtx>,
    ) -> Result<StatementResponse, FaucetError> {
        let auth = self.auth_header().await?;
        let body = self.build_body(context, incr);
        let resp = self
            .client
            .post(self.statements_url())
            .header("Authorization", &auth)
            .header("Content-Type", "application/json")
            .json(&body)
            .send()
            .await
            .map_err(|e| FaucetError::Source(format!("databricks: submit request failed: {e}")))?;
        let parsed = parse_http(resp).await?;
        self.poll_until_terminal(parsed, &auth).await
    }

    /// Poll `GET /statements/{id}` until the state is terminal (or the initial
    /// response already is), returning the terminal response.
    async fn poll_until_terminal(
        &self,
        first: StatementResponse,
        auth: &str,
    ) -> Result<StatementResponse, FaucetError> {
        let mut current = first;
        loop {
            let state = current
                .status
                .as_ref()
                .map(|s| s.state.as_str())
                .unwrap_or("");
            match state {
                "SUCCEEDED" => return Ok(current),
                "FAILED" | "CANCELED" | "CLOSED" => {
                    return Err(statement_error(state, current.status.as_ref()));
                }
                "PENDING" | "RUNNING" => {
                    let id = current.statement_id.clone().ok_or_else(|| {
                        FaucetError::Source(
                            "databricks: pending statement without a statement_id to poll".into(),
                        )
                    })?;
                    tokio::time::sleep(Duration::from_secs(self.config.poll_interval_secs.max(1)))
                        .await;
                    let url = format!("{}/{}", self.statements_url(), id);
                    let resp = self
                        .client
                        .get(&url)
                        .header("Authorization", auth)
                        .send()
                        .await
                        .map_err(|e| {
                            FaucetError::Source(format!("databricks: poll request failed: {e}"))
                        })?;
                    current = parse_http(resp).await?;
                }
                other => {
                    return Err(FaucetError::Source(format!(
                        "databricks: unexpected statement state '{other}'"
                    )));
                }
            }
        }
    }

    /// Fetch a follow-up chunk by its `next_chunk_internal_link` (a full API path).
    async fn fetch_chunk(&self, link: &str, auth: &str) -> Result<ResultChunk, FaucetError> {
        let url = format!("{}{}", self.base_url(), link);
        let resp = self
            .client
            .get(&url)
            .header("Authorization", auth)
            .send()
            .await
            .map_err(|e| FaucetError::Source(format!("databricks: chunk request failed: {e}")))?;
        let parsed = parse_http::<ResultChunk>(resp).await?;
        Ok(parsed)
    }
}

/// Derive a stable state key from the workspace, warehouse, and query.
fn default_state_key(config: &DatabricksSourceConfig) -> String {
    let mut h = DefaultHasher::new();
    config.workspace_url.hash(&mut h);
    config.warehouse_id.hash(&mut h);
    config.sql.hash(&mut h);
    format!("databricks:{:016x}", h.finish())
}

/// Stringify a JSON value for a Databricks named parameter (`value` is a
/// string or null in the API).
fn value_to_param_string(v: &Value) -> Value {
    match v {
        Value::Null => Value::Null,
        Value::String(s) => Value::String(s.clone()),
        Value::Bool(b) => Value::String(b.to_string()),
        Value::Number(n) => Value::String(n.to_string()),
        other => Value::String(other.to_string()),
    }
}

/// Build a typed error from a terminal non-success statement state.
fn statement_error(state: &str, status: Option<&StatusInfo>) -> FaucetError {
    let detail = status.and_then(|s| s.error.as_ref()).map(|e| {
        format!(
            " [{}] {}",
            e.error_code.as_deref().unwrap_or("UNKNOWN"),
            e.message.as_deref().unwrap_or("")
        )
    });
    FaucetError::Source(format!(
        "databricks: statement {state}{}",
        detail.unwrap_or_default()
    ))
}

/// Parse an HTTP response into `T`, surfacing non-2xx as a typed error with the
/// body (429/5xx/4xx transport errors; SQL errors come back as 200 + FAILED).
async fn parse_http<T: for<'de> Deserialize<'de>>(
    resp: reqwest::Response,
) -> Result<T, FaucetError> {
    let status = resp.status();
    if !status.is_success() {
        let body = resp.text().await.unwrap_or_default();
        return Err(FaucetError::Source(format!(
            "databricks: HTTP {status}: {body}"
        )));
    }
    resp.json::<T>()
        .await
        .map_err(|e| FaucetError::Source(format!("databricks: could not parse response: {e}")))
}

#[async_trait]
impl Source for DatabricksSource {
    fn config_schema(&self) -> Value {
        serde_json::to_value(faucet_core::schema_for!(DatabricksSourceConfig))
            .expect("schema serialization")
    }

    fn connector_name(&self) -> &'static str {
        "databricks"
    }

    fn dataset_uri(&self) -> String {
        format!(
            "databricks://{}/warehouses/{}",
            self.config
                .workspace_url
                .trim_start_matches("https://")
                .trim_end_matches('/'),
            self.config.warehouse_id
        )
    }

    fn state_key(&self) -> Option<String> {
        match &self.config.replication {
            DatabricksReplication::Full => None,
            DatabricksReplication::Incremental { .. } => Some(
                self.config
                    .state_key
                    .clone()
                    .unwrap_or_else(|| default_state_key(&self.config)),
            ),
        }
    }

    async fn apply_start_bookmark(&self, bookmark: Value) -> Result<(), FaucetError> {
        *self
            .start_bookmark
            .lock()
            .expect("start_bookmark mutex poisoned") = Some(bookmark);
        Ok(())
    }

    fn stream_pages<'a>(
        &'a self,
        context: &'a HashMap<String, Value>,
        _batch_size: usize,
    ) -> Pin<Box<dyn Stream<Item = Result<StreamPage, FaucetError>> + Send + 'a>> {
        Box::pin(async_stream::try_stream! {
            let auth = self.auth_header().await?;
            let incr = self.incremental_ctx();
            let resp = self.run_statement(context, incr.as_ref()).await?;

            let columns: Vec<ColumnInfo> = resp
                .manifest
                .and_then(|m| m.schema)
                .map(|s| s.columns)
                .unwrap_or_default();

            let batch = self.config.batch_size;
            let cap = if batch == 0 { 1024 } else { batch };
            let mut buffer: Vec<Value> = Vec::with_capacity(cap);
            let mut running_max: Option<Value> = None;

            // Walk chunks: the initial `result`, then follow next_chunk_internal_link.
            let mut chunk = resp.result;
            while let Some(c) = chunk {
                if let Some(data) = c.data_array {
                    for row in &data {
                        let obj = row_to_json(row, &columns);
                        // Track the running max BEFORE the client-side filter so
                        // the persisted bookmark reflects the full scan.
                        if let Some(ic) = &incr
                            && let Some(v) = obj.get(&ic.column)
                        {
                            running_max = Some(match running_max.take() {
                                Some(m) => max_value(m, v.clone()),
                                None => v.clone(),
                            });
                        }
                        buffer.push(obj);
                        if batch != 0 && buffer.len() >= batch {
                            let page = std::mem::replace(&mut buffer, Vec::with_capacity(cap));
                            let kept = apply_incr_filter(page, incr.as_ref());
                            if !kept.is_empty() {
                                yield StreamPage { records: kept, bookmark: None };
                            }
                        }
                    }
                }
                chunk = match c.next_chunk_internal_link {
                    Some(link) => Some(self.fetch_chunk(&link, &auth).await?),
                    None => None,
                };
            }

            // Final page carries the new bookmark (incremental only).
            let kept = apply_incr_filter(buffer, incr.as_ref());
            let bookmark = if incr.is_some() { running_max } else { None };
            if !kept.is_empty() || bookmark.is_some() {
                yield StreamPage { records: kept, bookmark };
            }
        })
    }

    async fn fetch_with_context(
        &self,
        context: &HashMap<String, Value>,
    ) -> Result<Vec<Value>, FaucetError> {
        use futures::StreamExt;
        let mut out = Vec::new();
        let mut s = self.stream_pages(context, self.config.batch_size);
        while let Some(page) = s.next().await {
            out.extend(page?.records);
        }
        Ok(out)
    }

    async fn check(
        &self,
        ctx: &faucet_core::check::CheckContext,
    ) -> Result<faucet_core::check::CheckReport, FaucetError> {
        use faucet_core::check::{CheckReport, Probe};
        let started = std::time::Instant::now();
        // Non-scanning probe: run `SELECT 1` on the warehouse.
        let auth = match self.auth_header().await {
            Ok(a) => a,
            Err(e) => {
                return Ok(CheckReport::single(Probe::fail(
                    "auth",
                    started.elapsed(),
                    e.to_string(),
                )));
            }
        };
        let body = json!({
            "statement": "SELECT 1",
            "warehouse_id": self.config.warehouse_id,
            "wait_timeout": "50s",
            "disposition": "INLINE",
            "format": "JSON_ARRAY",
        });
        let fut = self
            .client
            .post(self.statements_url())
            .header("Authorization", &auth)
            .header("Content-Type", "application/json")
            .json(&body)
            .send();
        let probe = match tokio::time::timeout(ctx.timeout, fut).await {
            Ok(Ok(r)) if r.status().is_success() => Probe::pass("warehouse", started.elapsed()),
            Ok(Ok(r)) => Probe::fail_hint(
                "warehouse",
                started.elapsed(),
                format!("databricks probe returned HTTP {}", r.status()),
                "Verify workspace_url, warehouse_id, and token permissions (CAN USE).",
            ),
            Ok(Err(e)) => Probe::fail_hint(
                "warehouse",
                started.elapsed(),
                format!("databricks probe request failed: {e}"),
                "Verify workspace_url and network reachability.",
            ),
            Err(_) => Probe::fail_hint(
                "warehouse",
                started.elapsed(),
                format!("databricks probe timed out after {:?}", ctx.timeout),
                "Check warehouse availability and network reachability.",
            ),
        };
        Ok(CheckReport::single(probe))
    }
}

/// Apply the client-side incremental filter to a page (no-op for full runs).
fn apply_incr_filter(page: Vec<Value>, incr: Option<&IncrementalCtx>) -> Vec<Value> {
    match incr {
        Some(ic) => filter_incremental(page, &ic.column, &ic.start),
        None => page,
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::config::{DatabricksAuth, DatabricksParam};

    fn cfg() -> DatabricksSourceConfig {
        DatabricksSourceConfig {
            workspace_url: "https://x.cloud.databricks.com".into(),
            warehouse_id: "wh1".into(),
            sql: "SELECT * FROM t WHERE ts > ${bookmark}".into(),
            auth: AuthSpec::Inline(DatabricksAuth::Pat {
                token: "tok".into(),
            }),
            catalog: Some("main".into()),
            schema: Some("s".into()),
            parameters: vec![DatabricksParam {
                name: "min".into(),
                value: json!(10),
                param_type: Some("INT".into()),
            }],
            wait_timeout_secs: 50,
            poll_interval_secs: 1,
            batch_size: 1000,
            replication: DatabricksReplication::Incremental {
                column: "ts".into(),
                initial_value: json!("2026-01-01"),
            },
            state_key: None,
        }
    }

    fn source(c: DatabricksSourceConfig) -> DatabricksSource {
        DatabricksSource::new(c).unwrap()
    }

    #[test]
    fn body_has_required_fields_and_params() {
        let s = source(cfg());
        let incr = s.incremental_ctx();
        let body = s.build_body(&HashMap::new(), incr.as_ref());
        assert_eq!(body["warehouse_id"], json!("wh1"));
        assert_eq!(body["catalog"], json!("main"));
        assert_eq!(body["disposition"], json!("INLINE"));
        assert_eq!(body["format"], json!("JSON_ARRAY"));
        assert_eq!(body["wait_timeout"], json!("50s"));
        // ${bookmark} rewritten to the named param marker.
        assert!(
            body["statement"]
                .as_str()
                .unwrap()
                .contains(":_faucet_bookmark")
        );
        assert!(!body["statement"].as_str().unwrap().contains("${bookmark}"));
        let params = body["parameters"].as_array().unwrap();
        // static `min` (typed) + the bookmark param.
        assert!(
            params
                .iter()
                .any(|p| p["name"] == json!("min") && p["type"] == json!("INT"))
        );
        let bm = params
            .iter()
            .find(|p| p["name"] == json!("_faucet_bookmark"))
            .unwrap();
        assert_eq!(bm["value"], json!("2026-01-01"));
    }

    #[test]
    fn full_mode_has_no_state_key_or_bookmark_param() {
        let mut c = cfg();
        c.replication = DatabricksReplication::Full;
        c.sql = "SELECT 1".into();
        let s = source(c);
        assert!(s.state_key().is_none());
        let body = s.build_body(&HashMap::new(), None);
        assert!(
            body.get("parameters").is_none()
                || body["parameters"]
                    .as_array()
                    .unwrap()
                    .iter()
                    .all(|p| p["name"] != json!("_faucet_bookmark"))
        );
    }

    #[test]
    fn incremental_state_key_derived_and_stable() {
        let s = source(cfg());
        let k1 = s.state_key().unwrap();
        let k2 = source(cfg()).state_key().unwrap();
        assert_eq!(k1, k2);
        assert!(k1.starts_with("databricks:"));
    }

    #[tokio::test]
    async fn explicit_state_key_wins() {
        let mut c = cfg();
        c.state_key = Some("my-key".into());
        let s = source(c);
        assert_eq!(s.state_key().as_deref(), Some("my-key"));
        // apply_start_bookmark overrides initial_value in the incr ctx.
        s.apply_start_bookmark(json!("2026-06-01")).await.unwrap();
        assert_eq!(s.incremental_ctx().unwrap().start, json!("2026-06-01"));
    }

    #[test]
    fn value_to_param_string_stringifies() {
        assert_eq!(value_to_param_string(&json!(5)), json!("5"));
        assert_eq!(value_to_param_string(&json!(true)), json!("true"));
        assert_eq!(value_to_param_string(&json!("x")), json!("x"));
        assert_eq!(value_to_param_string(&Value::Null), Value::Null);
    }

    #[test]
    fn dataset_uri_redacts_scheme() {
        let s = source(cfg());
        assert_eq!(
            s.dataset_uri(),
            "databricks://x.cloud.databricks.com/warehouses/wh1"
        );
    }
}