-
Notifications
You must be signed in to change notification settings - Fork 78
/
project_service.js
699 lines (584 loc) · 22.7 KB
/
project_service.js
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
const angular = require('angular');
const $ = require('jquery');
const _ = require('lodash');
import merge from 'deepmerge';
angular
.module('dbt')
.factory('project', ['$q', '$http', function($q, $http) {
var TARGET_PATH = '';
var service = {
project: {},
tree: {
project: [],
database: [],
sources: []
},
files: {
manifest: {},
catalog: {},
},
loaded: $q.defer(),
}
service.find_by_id = function(uid, cb) {
service.ready(function() {
if (uid) {
var node = service.node(uid);
cb(node);
}
});
}
service.node = function(unique_id) {
return _.find(service.project.nodes, {unique_id: unique_id});
}
function match_dict_keys(dest_keys, obj) {
var new_obj = {};
_.each(obj, function(value, key) {
var desired_key = _.find(dest_keys, function(k) {
return k.toLowerCase() == key.toLowerCase();
});
if (!desired_key) {
new_obj[key] = value;
} else {
new_obj[desired_key] = value;
}
})
return new_obj;
}
function incorporate_catalog(manifest, catalog) {
// Re-combine sources and nodes
_.each(catalog.sources, function(source, source_id) {
catalog.nodes[source_id] = source;
})
// later elements are preferred in the merge, but it
// shouldn't matter, as these two don't clobber each other
_.each(manifest.nodes, function(node, node_id) {
var catalog_entry = catalog.nodes[node_id];
if (!catalog_entry) {
return
}
var catalog_column_names = _.keys(catalog_entry.columns);
var manifest_columns = node.columns;
var new_columns = match_dict_keys(catalog_column_names, manifest_columns);
node.columns = new_columns;
});
return merge(catalog, manifest)
}
function loadFile(label, path) {
return $http({
method: 'GET',
url: path
}).then(function(response) {
return {
label: label,
data: response.data
}
}, function onError(e) {
console.error(e);
alert("dbt Docs was unable to load the "
+ label
+ " file at path: \n "
+ path
+ "\n\nError: " + e.statusText + " (" + e.status + ")"
+ "\n\nThe dbt Docs site may not work as expected if this file cannot be found."
+ "Please try again, and contact support if this error persists.");
})
}
service.loadProject = function() {
var cache_bust = "?cb=" + (new Date()).getTime();
var promises = [
loadFile('manifest', TARGET_PATH + "manifest.json" + cache_bust),
loadFile('catalog', TARGET_PATH + "catalog.json" + cache_bust),
]
$q.all(promises).then(function(files) {
_.each(files, function(file) {
if (file) {
service.files[file.label] = file.data
} else {
console.error("FILE FAILED TO LOAD!");
}
});
// Set node labels
_.each(service.files.manifest.nodes, function(node) {
node.label = node.name;
});
// Add sources back into nodes to make site logic work
_.each(service.files.manifest.sources, function(node) {
node.label = "" + node.source_name + "." + node.name;
service.files.manifest.nodes[node.unique_id] = node;
});
// Add exposures back into nodes to make site logic work
_.each(service.files.manifest.exposures, function(node) {
node.label = node.name;
service.files.manifest.nodes[node.unique_id] = node;
});
// Add metrics back into nodes to make site logic work
_.each(service.files.manifest.metrics, function(node) {
node.label = node.name;
service.files.manifest.nodes[node.unique_id] = node;
});
var adapter = service.files.manifest.metadata.adapter_type;
var macros = clean_project_macros(service.files.manifest.macros, adapter);
service.files.manifest.macros = macros;
var project = incorporate_catalog(service.files.manifest, service.files.catalog);
var models = project.nodes
var model_names = _.keyBy(models, 'name');
var tests = _.filter(project.nodes, {resource_type: 'test'})
_.each(tests, function(test) {
if (!test.hasOwnProperty('test_metadata')) {
return;
}
var test_name;
if (test.test_metadata.namespace) {
test_name = test.test_metadata.namespace + "." + test.test_metadata.name;
} else {
test_name = test.test_metadata.name;
}
var test_info = {
test_name: test_name
}
if (test.test_metadata.name == 'not_null') {
test_info.short = 'N';
test_info.label = 'Not Null';
} else if (test.test_metadata.name == 'unique') {
test_info.short = 'U';
test_info.label = 'Unique';
} else if (test.test_metadata.name == 'relationships') {
var rel_model_name = test.refs[0];
var rel_model = model_names[rel_model_name];
if (rel_model && test.test_metadata.kwargs.field) {
// FKs get extra fields
test_info.fk_field = test.test_metadata.kwargs.field;
test_info.fk_model = rel_model;
}
test_info.short = 'F';
test_info.label = 'Foreign Key';
} else if (test.test_metadata.name == 'accepted_values') {
if (Array.isArray(test.test_metadata.kwargs.values)) {
var values = test.test_metadata.kwargs.values.join(", ")
} else {
var values = JSON.stringify(test.test_metadata.kwargs.values);
}
test_info.short = 'A';
test_info.label = 'Accepted Values: ' + values;
} else {
var kwargs = _.omit(test.test_metadata.kwargs, 'column_name');
test_info.short = '+';
test_info.label = test_name + '(' + JSON.stringify(kwargs) + ')';
}
var depends_on = test.depends_on.nodes;
var test_column = test.column_name || test.test_metadata.kwargs.column_name || test.test_metadata.kwargs.arg;
if (depends_on.length && test_column) {
if (test.test_metadata.name == 'relationships') {
var model = depends_on[depends_on.length - 1];
} else {
var model = depends_on[0]
}
var node = project.nodes[model];
var column = _.find(node.columns, function(col, col_name) {
return col_name.toLowerCase() == test_column.toLowerCase();
});
if (column) {
column.tests = column.tests || [];
column.tests.push(test_info);
}
}
});
service.project = project;
// performance hack
var search_macros = _.filter(service.project.macros, function(macro) {
return !macro.is_adapter_macro_impl;
});
var search_nodes = _.filter(service.project.nodes, function(node) {
return _.includes(['model', 'source', 'seed', 'snapshot', 'analysis', 'exposure', 'metric'], node.resource_type);
});
service.project.searchable = _.filter(search_nodes.concat(search_macros), function(obj) {
// It should not be possible to search for hidden documentation
return !obj.docs || obj.docs.show;
});
service.loaded.resolve();
});
}
service.ready = function(cb) {
service.loaded.promise.then(function() {
cb(service.project);
});
}
function fuzzySearchObj(val, obj) {
var objects = [];
var search_keys = {
'name':'string',
'description':'string',
'raw_sql':'string',
'columns':'object',
'tags': 'array',
'arguments': 'array',
};
var search = new RegExp(val, "i")
for (var i in search_keys) {
if (!obj[i]) {
continue;
} else if (search_keys[i] === 'string' && obj[i].toLowerCase().indexOf(val.toLowerCase()) != -1) {
objects.push({key: i, value: val});
} else if (search_keys[i] === 'object') {
for (var column_name in obj[i]) {
if (obj[i][column_name]["name"].toLowerCase().indexOf(val.toLowerCase()) != -1) {
objects.push({key: i, value: val});
}
}
} else if (search_keys[i] === 'array') {
for (var tag of obj[i]) {
if (JSON.stringify(tag).toLowerCase().indexOf(val.toLowerCase()) != -1) {
objects.push({key: i, value: val});
}
}
}
}
return objects
}
service.search = function(q) {
if (q.length == 0) {
return _.map(service.project.searchable, function(model) {
return {
model: model,
matches: []
}
})
}
var res = [];
_.each(service.project.searchable, function(model) {
var matches = fuzzySearchObj(q, model);
if (matches.length) {
res.push({
model: model,
matches: matches,
});
}
});
return res;
}
function clean_project_macros(macros, adapter) {
var all_macros = macros || [];
var package_macros = {};
_.each(all_macros, function(macro) {
if (!package_macros[macro.package_name]) {
package_macros[macro.package_name] = {}
}
package_macros[macro.package_name][macro.name] = macro
});
var macros = [];
_.each(package_macros, function(package_macros, package_name) {
if (package_name == 'dbt' || package_name == 'dbt_' + adapter) {
return
}
var pkg_macros = consolidateAdapterMacros(package_macros, adapter);
macros = macros.concat(pkg_macros);
});
return _.keyBy(macros, 'unique_id');
}
service.getModelTree = function(select, cb) {
service.loaded.promise.then(function() {
var macros = _.values(service.project.macros);
var nodes = _.filter(service.project.nodes, function(node) {
// only grab custom singular tests
if (node.resource_type == 'test' && !node.hasOwnProperty('test_metadata')) {
return true;
}
var accepted = ['snapshot', 'source', 'seed', 'model', 'analysis', 'exposure', 'metric'];
return _.includes(accepted, node.resource_type);
})
service.tree.database = buildDatabaseTree(nodes, select);
service.tree.project = buildProjectTree(nodes, macros, select);
var sources = _.values(service.project.sources);
service.tree.sources = buildSourceTree(sources, select);
var exposures = _.values(service.project.exposures);
service.tree.exposures = buildExposureTree(exposures, select);
var metrics = _.values(service.project.metrics);
service.tree.metrics = buildMetricTree(metrics, select);
cb(service.tree);
});
}
service.updateSelectedInTree = function(select, subtrees) {
var is_active = false;
_.each(subtrees, function(subtree) {
if (subtree.node && subtree.node.unique_id == select) {
subtree.active = true;
is_active = true;
} else if (subtree.node && subtree.node.unique_id != select) {
subtree.active = false;
} else {
var child_active = service.updateSelectedInTree(select, subtree.items);
if (child_active) {
subtree.active = true;
is_active = true;
}
}
})
return is_active;
}
service.updateSelected = function(select) {
service.updateSelectedInTree(select, service.tree.project);
service.updateSelectedInTree(select, service.tree.database);
service.updateSelectedInTree(select, service.tree.sources);
service.updateSelectedInTree(select, service.tree.exposures);
service.updateSelectedInTree(select, service.tree.metrics);
return service.tree;
}
function recursiveFlattenItems(tree) {
var res = [];
var subtrees = _.values(tree);
_.each(subtrees, function(subtree) {
if (subtree.items) {
var flattened = recursiveFlattenItems(subtree.items);
var sorted = _.sortBy(flattened, 'name')
subtree.items = sorted;
}
res.push(subtree);
})
return res;
}
function buildSourceTree(nodes, select) {
var sources = {}
_.each(nodes, function(node) {
var source = node.source_name;
var name = node.name;
var is_active = node.unique_id == select;
if (!sources[source]) {
sources[source] = {
type: "folder",
name: source,
active: is_active,
items: []
};
} else if (is_active) {
sources[source].active = true;
}
sources[source].items.push({
type: 'file',
name: name,
node: node,
active: is_active,
unique_id: node.unique_id,
node_type: 'source'
})
});
// sort schemas
var sources = _.sortBy(_.values(sources), 'name');
// sort tables in the schema
_.each(sources, function(source) {
source.items = _.sortBy(source.items, 'name');
});
return sources
}
function buildExposureTree(nodes, select) {
var exposures = {}
_.each(nodes, function(node) {
var name = node.name;
var type = node.type || 'Uncategorized';
type = type[0].toUpperCase() + type.slice(1);
var is_active = node.unique_id == select;
if (!exposures[type]) {
exposures[type] = {
type: "folder",
name: type,
active: is_active,
items: []
};
} else if (is_active) {
exposures[type].active = true;
}
exposures[type].items.push({
type: 'file',
name: name,
node: node,
active: is_active,
unique_id: node.unique_id,
node_type: 'exposure'
})
});
// sort exposure types
var exposures = _.sortBy(_.values(exposures), 'name');
// sort entries in the exposure folder
_.each(exposures, function(exposure) {
exposure.items = _.sortBy(exposure.items, 'name');
});
return exposures
}
function buildMetricTree(nodes, select) {
var metrics = {}
_.each(nodes, function(node) {
var name = node.name;
var project = node.package_name;
var is_active = node.unique_id == select;
if (!metrics[project]) {
metrics[project] = {
type: "folder",
name: project,
active: is_active,
items: []
};
} else if (is_active) {
metrics[project].active = true;
}
metrics[project].items.push({
type: 'file',
name: name,
node: node,
active: is_active,
unique_id: node.unique_id,
node_type: 'metric'
})
});
var metrics = _.sortBy(_.values(metrics), 'name');
_.each(metrics, function(metric) {
metrics.items = _.sortBy(metrics.items, 'name');
});
return metrics
}
function consolidateAdapterMacros(macros, adapter) {
var adapter_macros = {};
_.each(macros, function(macro) {
if (macro.macro_sql.match(/{{\s*adapter_macro\([^)]+\)\s+}}/)) {
macro.impls = {"Adapter Macro": macro.macro_sql};
macro.is_adapter_macro = true;
adapter_macros[macro.name] = macro;
}
});
// ideally we would not need to do this!
var databases = [
'postgres',
'redshift',
'bigquery',
'snowflake',
'spark',
'presto',
'default',
];
var to_return = _.values(adapter_macros);
var extras = _.filter(macros, function(macro) {
var parts = macro.name.split("__");
var head = parts.shift();
var macro_name = parts.join("__");
if (databases.indexOf(head) >= 0 && adapter_macros[macro_name]) {
adapter_macros[macro_name].impls[head] = macro.macro_sql;
macro.is_adapter_macro_impl = true;
return false;
}
return true;
});
return to_return.concat(extras);
}
function buildProjectTree(nodes, macros, select) {
var tree = {};
var nodes = nodes || [];
var macros = macros || [];
_.each(nodes.concat(macros), function(node) {
var show = _.get(node, ['docs', 'show'], true);
if (node.resource_type == 'source' || node.resource_type == 'exposure' || node.resource_type == 'metric') {
// no sources in the model tree, sorry
return;
} else if (!show) {
return;
}
if (node.original_file_path.indexOf("\\") != -1) {
var path_parts = node.original_file_path.split("\\");
} else {
var path_parts = node.original_file_path.split("/");
}
var path = [node.package_name].concat(path_parts);
var is_active = node.unique_id == select;
var dirpath = _.initial(path);
if (node.resource_type == 'macro') {
var fname = node.name;
} else {
var fname = _.last(path);
}
var cur_dir = tree;
_.each(dirpath, function(dir) {
if (!cur_dir[dir]) {
cur_dir[dir] = {
type: 'folder',
name: dir,
active: is_active,
items: {}
};
} else if (is_active) {
cur_dir[dir].active = true;
}
cur_dir = cur_dir[dir].items;
})
cur_dir[fname] = {
type: 'file',
name: node.name,
node: node,
active: is_active,
unique_id: node.unique_id,
node_type: node.resource_type
}
});
var flat = recursiveFlattenItems(tree);
return flat;
}
function buildDatabaseTree(nodes, select) {
var databases = {};
var tree_nodes = _.filter(nodes, function(node) {
var show = _.get(node, ['docs', 'show'], true);
if (!show) {
return false;
} else if (_.indexOf(['source', 'snapshot', 'seed'], node.resource_type) != -1) {
return true;
} else if (node.resource_type == 'model') {
return node.config.materialized != 'ephemeral';
}
});
var tree_nodes_sorted = _.sortBy(tree_nodes, function(node) {
return node.database + '.' + node.schema + '.' + (node.identifier || node.alias || node.name);
});
var by_database = _.groupBy(tree_nodes_sorted, 'database');
_.each(by_database, function(db_nodes, db) {
var database = {
type: "database",
name: db,
active: false,
items: []
};
databases[db] = database;
var by_schema = _.groupBy(db_nodes, 'schema');
_.each(by_schema, function(schema_nodes, schema) {
var schema = {
type: "schema",
name: schema,
active: false,
items: []
};
database.items.push(schema);
_.each(schema_nodes, function(node) {
var is_active = node.unique_id == select;
if (is_active) {
database.active = true;
schema.active = true;
}
schema.items.push({
type: 'table',
name: node.identifier || node.alias || node.name,
node: node,
active: is_active,
unique_id: node.unique_id,
node_type: 'model'
});
});
});
});
return databases;
}
service.caseColumn = function(col) {
if (service.project.metadata.adapter_type == 'snowflake' && col.toUpperCase() == col) {
return col.toLowerCase();
} else {
return col;
}
}
service.init = function() {
service.loadProject()
}
return service;
}]);