vogievetsky commented on code in PR #18126:
URL: https://github.com/apache/druid/pull/18126#discussion_r2159575743


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web-console/src/druid-models/native-json-query/native-json-query-completions.ts:
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@@ -0,0 +1,1098 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import type { JsonCompletionRule } from '../../utils';
+
+export const NATIVE_JSON_QUERY_COMPLETIONS: JsonCompletionRule[] = [
+  // Root level - when starting a new query
+  {
+    path: '$',
+    isObject: true,
+    completions: [
+      { value: 'queryType', documentation: 'The type of query to execute' },
+      { value: 'dataSource', documentation: 'The data source to query' },
+    ],
+  },
+
+  // Query type values
+  {
+    path: '$.queryType',
+    completions: [
+      {
+        value: 'timeseries',
+        documentation: 'Timeseries query for time-based aggregations',
+      },
+      {
+        value: 'topN',
+        documentation: 'TopN query to get the top N dimension values',
+      },
+      { value: 'groupBy', documentation: 'GroupBy query for grouped 
aggregations' },
+      { value: 'scan', documentation: 'Scan query to return raw Druid rows' },
+      { value: 'search', documentation: 'Search query to find dimension 
values' },
+      {
+        value: 'timeBoundary',
+        documentation: 'Time boundary query to find data time range',
+      },
+      { value: 'segmentMetadata', documentation: 'Segment metadata query' },
+      { value: 'dataSourceMetadata', documentation: 'Data source metadata 
query' },
+    ],
+  },
+
+  // Common properties for most query types
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType !== 'dataSourceMetadata',
+    completions: [
+      { value: 'intervals', documentation: 'Time intervals to query' },
+      { value: 'filter', documentation: 'Filter to apply to the query' },
+      { value: 'context', documentation: 'Query context parameters' },
+      { value: 'virtualColumns', documentation: 'Virtual columns for computed 
values' },
+    ],
+  },
+
+  // Timeseries query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'timeseries',
+    completions: [
+      { value: 'granularity', documentation: 'Time granularity for bucketing' 
},
+      { value: 'aggregations', documentation: 'Aggregations to compute' },
+      {
+        value: 'postAggregations',
+        documentation: 'Post-aggregations to compute',
+      },
+      {
+        value: 'descending',
+        documentation: 'Whether to sort results in descending order',
+      },
+      { value: 'limit', documentation: 'Maximum number of results to return' },
+    ],
+  },
+
+  // TopN query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'topN',
+    completions: [
+      {
+        value: 'dimension',
+        documentation: 'The dimension to get top values for',
+      },
+      { value: 'threshold', documentation: 'The number of top values to 
return' },
+      { value: 'metric', documentation: 'The metric to sort by' },
+      { value: 'granularity', documentation: 'Time granularity for bucketing' 
},
+      { value: 'aggregations', documentation: 'Aggregations to compute' },
+      {
+        value: 'postAggregations',
+        documentation: 'Post-aggregations to compute',
+      },
+    ],
+  },
+
+  // GroupBy query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'groupBy',
+    completions: [
+      { value: 'dimensions', documentation: 'Dimensions to group by' },
+      { value: 'granularity', documentation: 'Time granularity for bucketing' 
},
+      { value: 'aggregations', documentation: 'Aggregations to compute' },
+      {
+        value: 'postAggregations',
+        documentation: 'Post-aggregations to compute',
+      },
+      { value: 'having', documentation: 'Having clause to filter groups' },
+      { value: 'limitSpec', documentation: 'Limit and ordering specification' 
},
+    ],
+  },
+
+  // Scan query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'scan',
+    completions: [
+      { value: 'columns', documentation: 'Columns to return' },
+      { value: 'limit', documentation: 'Maximum number of rows to return' },
+      { value: 'offset', documentation: 'Number of rows to skip' },
+      { value: 'resultFormat', documentation: 'Format of the result' },
+      { value: 'batchSize', documentation: 'Batch size for streaming' },
+      { value: 'legacy', documentation: 'Use legacy scan query mode' },
+      { value: 'order', documentation: 'Result ordering (none, ascending, 
descending)' },
+    ],
+  },
+
+  // Search query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'search',
+    completions: [
+      { value: 'granularity', documentation: 'Time granularity for bucketing' 
},
+      { value: 'searchDimensions', documentation: 'Dimensions to search' },
+      { value: 'query', documentation: 'Search query specification' },
+      { value: 'sort', documentation: 'Sort specification for results' },
+      { value: 'limit', documentation: 'Maximum number of results to return' },
+    ],
+  },
+
+  // TimeBoundary query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'timeBoundary',
+    completions: [
+      {
+        value: 'bound',
+        documentation: 'Which boundary to return (minTime, maxTime, or null 
for both)',
+      },
+    ],
+  },
+
+  // SegmentMetadata query specific properties
+  {
+    path: '$',
+    isObject: true,
+    condition: obj => obj.queryType === 'segmentMetadata',
+    completions: [
+      { value: 'toInclude', documentation: 'Columns to include in the result 
(defaults to "all")' },
+      {
+        value: 'merge',
+        documentation: 'Merge all individual segment metadata results into a 
single result',
+      },
+      {
+        value: 'analysisTypes',
+        documentation: 'Column properties to calculate and return (e.g. 
cardinality, size)',
+      },
+      {
+        value: 'aggregatorMergeStrategy',
+        documentation: 'Strategy for merging aggregators: strict, lenient, 
earliest, or latest',
+      },
+      {
+        value: 'lenientAggregatorMerge',
+        documentation: 'Deprecated. Use aggregatorMergeStrategy instead',
+      },
+    ],
+  },
+
+  // SegmentMetadata toInclude properties
+  {
+    path: '$.toInclude',
+    isObject: true,
+    condition: obj => obj.queryType === 'segmentMetadata',
+    completions: [
+      { value: 'type', documentation: 'Type of columns to include: all, none, 
or list' },
+    ],
+  },
+
+  // SegmentMetadata toInclude types
+  {
+    path: '$.toInclude.type',
+    condition: obj => obj.queryType === 'segmentMetadata',
+    completions: [
+      { value: 'all', documentation: 'Include all columns in the result' },
+      { value: 'none', documentation: 'Include no columns in the result' },
+      { value: 'list', documentation: 'Include specific columns listed in the 
columns array' },
+    ],
+  },
+
+  // SegmentMetadata toInclude list properties
+  {
+    path: '$.toInclude',
+    isObject: true,
+    condition: obj => obj.queryType === 'segmentMetadata' && 
obj.toInclude?.type === 'list',
+    completions: [{ value: 'columns', documentation: 'Array of column names to 
include' }],
+  },
+
+  // SegmentMetadata analysisTypes values
+  {
+    path: '$.analysisTypes.[]',
+    condition: obj => obj.queryType === 'segmentMetadata',
+    completions: [
+      { value: 'cardinality', documentation: 'Number of unique values in 
string columns' },
+      { value: 'interval', documentation: 'Time intervals associated with 
queried segments' },
+      { value: 'minmax', documentation: 'Estimated min/max values for string 
columns' },
+      { value: 'size', documentation: 'Estimated byte size as if stored in 
text format' },
+      { value: 'timestampSpec', documentation: 'Timestamp specification of 
data in segments' },
+      { value: 'queryGranularity', documentation: 'Query granularity of data 
in segments' },
+      { value: 'aggregators', documentation: 'List of aggregators usable for 
metric columns' },
+      { value: 'rollup', documentation: 'Whether the segments are rolled up' },

Review Comment:
   added



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