diff --git a/docs/docs/developers/build/dashboards/canvas-widgets/data.md b/docs/docs/developers/build/dashboards/canvas-widgets/data.md index b9c78630c32a..15e7d79af72a 100644 --- a/docs/docs/developers/build/dashboards/canvas-widgets/data.md +++ b/docs/docs/developers/build/dashboards/canvas-widgets/data.md @@ -171,6 +171,10 @@ Adhoc measures belong to a single widget: to use the same calculation in two wid For a calculation that many widgets or dashboards share, add a measure to the [metrics view](/developers/build/metrics-view) instead. +## Exact values + +Measures that define an [`exact_expression`](/developers/build/metrics-view/measures/exact-measures) are approximate by default and show a `≈` chip next to their name in KPIs, tables, pivots and leaderboards. A chart shows one chip next to its title that covers every measure of the chart. Viewers click a chip to compute that measure, or that chart, exactly in that widget (in a leaderboard widget, in that one leaderboard) until they change the time range, comparison, grain, timezone, filters or tab. Other widgets keep their approximate values until their own chip is clicked. The selection is not part of the URL, so links and scheduled reports of the canvas open approximate. See [Exact values](/guide/dashboards/explore/exact-measures) in the guide for the chip states. + ## Navigation All Data widgets also provide a button to "Go to explore" that can navigate to the Explore dashboard if available. diff --git a/docs/docs/developers/build/metrics-view/measures/exact-measures.md b/docs/docs/developers/build/metrics-view/measures/exact-measures.md new file mode 100644 index 000000000000..0b8726bda4cb --- /dev/null +++ b/docs/docs/developers/build/metrics-view/measures/exact-measures.md @@ -0,0 +1,73 @@ +--- +title: "Approximate and Exact Measures" +description: Serve fast approximate aggregates by default and let viewers switch to exact values on demand +sidebar_label: "Approximate and Exact" +sidebar_position: 45 +--- + +Distinct counts, quantiles and other sketch-based aggregates come in two flavours in every OLAP engine: a fast approximate form and a much slower exact form. An approximate distinct count keeps a small HyperLogLog sketch per group and is usually within one or two percent of the truth; the exact form holds every distinct value per group, so on large tables it can be ten to a hundred times slower and cannot be served from [rollups](/developers/build/metrics-view/rollups). + +A measure can define both. `expression` stays the default and is treated as approximate, and `exact_expression` is used only when a viewer or a query explicitly asks for exact values. + +```yaml +measures: + - name: unique_users + display_name: Unique Users + expression: uniqCombined64(user_id) # fast, approximate default + exact_expression: uniqExact(user_id) # used only when exact values are requested + format_preset: humanize + + - name: p95_latency + display_name: P95 Latency + expression: quantileTDigest(0.95)(latency_ms) + exact_expression: quantileExact(0.95)(latency_ms) + format_preset: interval_ms + + - name: revenue_per_user + display_name: Revenue per User + requires: [total_revenue, unique_users] + expression: total_revenue / unique_users # uses unique_users as the query computes it + format_preset: currency_usd +``` + +## How it behaves + +- Both expressions share every other setting of the measure: `treat_nulls_as`, formatting, tags and security policies. Only the SQL differs. Setting `exact_expression` without `expression` is an error, and only simple measures can define it: a measure with `requires` or `per` (a derived measure), a measure with a `window`, and an ad hoc measure defined in a dashboard have no exact variant. +- Dashboards show the approximate value by default and mark measures that have an exact variant with a small `≈` chip. Clicking the chip computes that measure exactly for the current filters and time range, in the leaderboard, table or chart the chip sits in; see [Exact values in Explore](/guide/dashboards/explore/exact-measures). +- A derived measure such as `revenue_per_user` above is calculated from the other measures as the query computes them: in a table where `unique_users` is exact, the ratio uses the exact count. It shows no chip of its own. Precision is resolved once per query: a measure requested exactly anywhere in a query, including inside a measure filter, is computed exactly everywhere in it. +- Measures without an `exact_expression` are unchanged. Rill does not know whether a lone `expression` is approximate, so they show no chip. +- Queries that compute a measure exactly never use rollups, because exact aggregates cannot be derived from pre-aggregated rows. +- Rill validates `exact_expression` like `expression` when the metrics view reconciles, and the exact variant must produce a numeric type. + +## Engine functions + +| Engine | Approximate | Exact | +|--------|-------------|-------| +| ClickHouse | `uniq(x)`, `uniqCombined64(x)`, `quantileTDigest(p)(x)` | `uniqExact(x)`, `quantileExact(p)(x)` | +| DuckDB | `approx_count_distinct(x)`, `approx_quantile(x, p)` | `count(DISTINCT x)`, `quantile_cont(x, p)` | +| Druid | `APPROX_COUNT_DISTINCT_DS_HLL(x)` | `COUNT(DISTINCT x)` | +| Pinot | `DISTINCTCOUNTHLL(x)` | `DISTINCTCOUNT(x)` | + +:::caution Druid +Druid treats `COUNT(DISTINCT x)` as approximate unless the connection sets the query context `useApproximateCountDistinct=false`, and in exact mode older Druid versions allow only one distinct count per query. A query that computes two measures exactly can fail; the dashboard shows the error on the measure's chip. +::: + +## Requesting exact values from the API + +Every measure in a [metrics API](/developers/build/metrics-view/metrics-sql) aggregation request accepts `exact: true`: + +```json +{ + "metrics_view": "events", + "measures": [ + { "name": "unique_users", "exact": true }, + { "name": "total_revenue" } + ] +} +``` + +The flag is a no-op for measures without an `exact_expression`. The [AI tools](/guide/ai/mcp) use the same flag when a user asks for exact or reconciled numbers. Scheduled reports and alerts do not set it unless the stored query does. + +## Disabling exact queries + +Set `rill.metrics.exact_measures: false` in the `variables` of `rill.yaml` to make any query that would compute a measure with its `exact_expression` fail with an error, including queries that request it only inside a measure filter. Use it as a kill switch when exact aggregations put too much load on the database; approximate queries keep working, and so does a flag on a measure without an `exact_expression`. diff --git a/docs/docs/developers/build/metrics-view/measures/measures.md b/docs/docs/developers/build/metrics-view/measures/measures.md index 5d3ae20509ad..c6f4c2b5e7b3 100644 --- a/docs/docs/developers/build/metrics-view/measures/measures.md +++ b/docs/docs/developers/build/metrics-view/measures/measures.md @@ -42,5 +42,6 @@ Explore these advanced capabilities to enhance your measures: - **[Case Statements and Filters](/developers/build/metrics-view/measures/case-statements)** - Use conditional logic and filtering in your measures - **[Referencing Measures](/developers/build/metrics-view/measures/referencing)** - Reference and combine existing measures in your calculations - **[Quantiles](/developers/build/metrics-view/measures/quantiles)** - Calculate percentiles and quantiles for statistical analysis +- **[Approximate and Exact](/developers/build/metrics-view/measures/exact-measures)** - Serve fast approximate aggregates by default and let viewers switch to exact values on demand - **[Fixed Measures](/developers/build/metrics-view/measures/fixed-measures)** - Create measures with fixed values and constants - **[Window Functions](/developers/build/metrics-view/measures/windows)** - Apply window functions for advanced analytical operations diff --git a/docs/docs/guide/dashboards/explore/exact-measures.md b/docs/docs/guide/dashboards/explore/exact-measures.md new file mode 100644 index 000000000000..0a6208175805 --- /dev/null +++ b/docs/docs/guide/dashboards/explore/exact-measures.md @@ -0,0 +1,37 @@ +--- +title: "Exact Values" +description: Switch an approximate measure to its exact value with one click +sidebar_label: "Exact Values" +sidebar_position: 36 +--- + +Some measures are expensive to compute exactly. Distinct counts such as unique users, and quantiles such as P95 latency, are therefore often defined with a fast approximate aggregate that is within a percent or two of the truth. When the project developer also defines an [exact expression](/developers/build/metrics-view/measures/exact-measures) for such a measure, the dashboard shows the approximate value by default and lets you switch to the exact value when you need to reconcile a number. + +## Read the chip + +A small chip after the measure name tells you how the value was computed: + +| Chip | Meaning | +|------|---------| +| `≈` outlined | Approximate. The default; fast. | +| `=` filled | Exact. You switched this measure to its exact expression. | +| spinner | The exact value is being computed. The previous approximate value stays visible, dimmed, until it arrives. | +| `!` | The exact query failed or timed out. Hover for the error, click to return to the approximate value. | + +Measures without an exact expression show no chip. That includes measures calculated from other measures, such as a ratio of two unique counts: they are computed from the values shown next to them, so a ratio follows the precision of the unique counts in the same table. + +Each chip controls the part of the dashboard it sits in: the big-number row (the big numbers and their charts), one leaderboard, the dimension table, the Time Dimension Detail page (its chart and table) or the pivot. Within that part, precision is resolved once, so a measure never has two values in the same table. + +## Switch a measure to exact + +Click the `≈` chip next to the measure name, in a big number, a leaderboard or dimension table header, the Time Dimension Detail header, or a pivot column header. Only that part of the dashboard is recomputed exactly: the big-number row with its charts, that one leaderboard, the dimension table, the Time Dimension Detail page or the pivot. Other leaderboards and tables keep their approximate value until you click their own chip, so each click runs one expensive query rather than one for every table on the page. Click the chip again to return to the approximate value. + +Exact queries can take noticeably longer than approximate ones, so the switch applies only to the view you are looking at: + +- Changing the time range, comparison, grain, timezone, filters, the selected dimension or the view (explore, dimension table, Time Dimension Detail, pivot) returns every measure to approximate. New queries are always approximate until you click again. +- Showing, hiding or reordering measures keeps your selection. +- The selection is not part of the URL, so bookmarks, shared links and public URLs always open approximate. Scheduled reports and alerts are approximate as well. +- A CSV or Parquet export downloads what you see, so exporting while a measure is exact gives you the exact values. +- A measure filter (for example "publishers where unique users > 1,000") is evaluated with the exact value only in queries that also show that measure. Switch the measure to exact and keep it visible when the filter has to be exact. + +In a canvas dashboard the chip works the same way for KPIs, tables, pivots, leaderboards and charts. A click applies to that widget only, and to one leaderboard at a time inside a leaderboard widget. KPIs and table, pivot and leaderboard columns each have their own chip. A chart has one chip, next to its title, that switches every measure of the chart at once. diff --git a/docs/docs/reference/project-files/metrics-views.md b/docs/docs/reference/project-files/metrics-views.md index 658e6ac6386e..9844d56faae0 100644 --- a/docs/docs/reference/project-files/metrics-views.md +++ b/docs/docs/reference/project-files/metrics-views.md @@ -130,6 +130,8 @@ _[array of object]_ - Used to define the numeric aggregates of columns from your - **`expression`** - _[string]_ - a combination of operators and functions for aggregations + - **`exact_expression`** - _[string]_ - An optional exact variant of `expression` for measures whose default expression is approximate (e.g. `expression: uniq(user_id)` with `exact_expression: uniqExact(user_id)` in ClickHouse, or `approx_count_distinct(user_id)` with `count(DISTINCT user_id)` in DuckDB). Dashboards show the approximate value by default and only use the exact expression when a viewer or query explicitly asks for exact values. It shares all other measure settings with `expression`. Only simple measures without a `window` can define it: derived measures are calculated from the measures as a query computes them. + - **`window`** - _[anyOf]_ - A measure window can be defined as a keyword string (e.g. 'time' or 'all') or an object with detailed window configuration. For more information, see the [window functions](/developers/build/metrics-view/measures/windows) documentation. - **option 1** - _[string]_ - Shorthand: `time` or `true` means time-partitioned, `all` means non-partitioned. diff --git a/docs/docs/reference/project-files/rill-yaml.md b/docs/docs/reference/project-files/rill-yaml.md index 98d347fc19e5..bcb0704e3311 100644 --- a/docs/docs/reference/project-files/rill-yaml.md +++ b/docs/docs/reference/project-files/rill-yaml.md @@ -166,6 +166,8 @@ _[object]_ - A map of key-value pairs for setting variables on your project. It - **`rill.metrics.approximate_comparisons_two_phase_limit`** - _[integer]_ - Row-limit threshold under which metrics comparison queries use a two-phase strategy (base values first, comparison values second). Default: 250. + - **`rill.metrics.exact_measures`** - _[boolean]_ - Allow queries to compute measures with their `exact_expression` when requested (per measure, with `exact: true`). When false, any query that would compute a measure exactly fails with an error; a flag on a measure without an `exact_expression` stays a no-op. Acts as a kill switch for expensive exact aggregations. Default: true. + - **`rill.metrics.exactify_druid_topn`** - _[boolean]_ - Split Druid TopN queries into two queries to improve measure accuracy, at the cost of performance. Default: false. - **`rill.metrics.druid_mvd_filtered_group_by`** - _[boolean]_ - Narrow unnested (multi-value) dimensions to the filtered values when grouping in Druid, so results contain only the filtered values rather than every value co-occurring in matching rows. Default: false. diff --git a/proto/gen/rill/runtime/v1/queries.pb.go b/proto/gen/rill/runtime/v1/queries.pb.go index 1889ede163aa..acd1aad7d0e5 100644 --- a/proto/gen/rill/runtime/v1/queries.pb.go +++ b/proto/gen/rill/runtime/v1/queries.pb.go @@ -1400,9 +1400,14 @@ type MetricsViewAggregationRequest struct { // Optional Priority int32 `protobuf:"varint,11,opt,name=priority,proto3" json:"priority,omitempty"` // Optional - Filter *MetricsViewFilter `protobuf:"bytes,14,opt,name=filter,proto3" json:"filter,omitempty"` // Deprecated. should be removed once UI is moved to use new filters - Exact bool `protobuf:"varint,17,opt,name=exact,proto3" json:"exact,omitempty"` - FillMissing bool `protobuf:"varint,21,opt,name=fill_missing,json=fillMissing,proto3" json:"fill_missing,omitempty"` + Filter *MetricsViewFilter `protobuf:"bytes,14,opt,name=filter,proto3" json:"filter,omitempty"` // Deprecated. should be removed once UI is moved to use new filters + // Deprecated: ignored; use `exact` on individual measures instead. + // It originally disabled the approximate comparison join (limiting the base period to the top N rows), but has been unused since the metrics queries were refactored onto the metricsview package. + // That behavior is now controlled by the instance variable `rill.metrics.approximate_comparisons`. + // + // Deprecated: Marked as deprecated in rill/runtime/v1/queries.proto. + Exact bool `protobuf:"varint,17,opt,name=exact,proto3" json:"exact,omitempty"` + FillMissing bool `protobuf:"varint,21,opt,name=fill_missing,json=fillMissing,proto3" json:"fill_missing,omitempty"` // Optional. Defaults to false. Used to fetch rows from underlying model Rows bool `protobuf:"varint,22,opt,name=rows,proto3" json:"rows,omitempty"` // Optional. If true, the response will include traces of spans captured during execution. @@ -1574,6 +1579,7 @@ func (x *MetricsViewAggregationRequest) GetFilter() *MetricsViewFilter { return nil } +// Deprecated: Marked as deprecated in rill/runtime/v1/queries.proto. func (x *MetricsViewAggregationRequest) GetExact() bool { if x != nil { return x.Exact @@ -1768,6 +1774,9 @@ type MetricsViewAggregationMeasure struct { // *MetricsViewAggregationMeasure_ComparisonTime // *MetricsViewAggregationMeasure_Expression Compute isMetricsViewAggregationMeasure_Compute `protobuf_oneof:"compute"` + // Optional. Compute the measure with its `exact_expression` instead of its (approximate) `expression`. + // No-op for measures without an `exact_expression`, which only simple measures define. + Exact bool `protobuf:"varint,14,opt,name=exact,proto3" json:"exact,omitempty"` } func (x *MetricsViewAggregationMeasure) Reset() { @@ -1900,6 +1909,13 @@ func (x *MetricsViewAggregationMeasure) GetExpression() *MetricsViewAggregationM return nil } +func (x *MetricsViewAggregationMeasure) GetExact() bool { + if x != nil { + return x.Exact + } + return false +} + type isMetricsViewAggregationMeasure_Compute interface { isMetricsViewAggregationMeasure_Compute() } @@ -2715,7 +2731,11 @@ type MetricsViewComparisonRequest struct { Offset int64 `protobuf:"varint,10,opt,name=offset,proto3" json:"offset,omitempty"` // Optional Priority int32 `protobuf:"varint,11,opt,name=priority,proto3" json:"priority,omitempty"` - // Optional, defaults to false + // Deprecated: ignored; use `exact` on individual measures instead. + // It originally disabled the approximate comparison join and the two-phase Druid TopN query, but has been unused since the metrics queries were refactored onto the metricsview package. + // Those behaviors are now controlled by the instance variables `rill.metrics.approximate_comparisons` and `rill.metrics.exactify_druid_topn`. + // + // Deprecated: Marked as deprecated in rill/runtime/v1/queries.proto. Exact bool `protobuf:"varint,13,opt,name=exact,proto3" json:"exact,omitempty"` // Optional Filter *MetricsViewFilter `protobuf:"bytes,14,opt,name=filter,proto3" json:"filter,omitempty"` // Deprecated. should be removed once UI is moved to use new filters @@ -2867,6 +2887,7 @@ func (x *MetricsViewComparisonRequest) GetPriority() int32 { return 0 } +// Deprecated: Marked as deprecated in rill/runtime/v1/queries.proto. func (x *MetricsViewComparisonRequest) GetExact() bool { if x != nil { return x.Exact @@ -3347,6 +3368,9 @@ type MetricsViewTimeSeriesRequest struct { // Optional ephemeral measures, i.e. measures defined by the query rather than the metrics view. // Only the `expression` compute is supported for time series. EphemeralMeasures []*MetricsViewAggregationMeasure `protobuf:"bytes,17,rep,name=ephemeral_measures,json=ephemeralMeasures,proto3" json:"ephemeral_measures,omitempty"` + // Optional. Names of measures (from measure_names or ephemeral_measures) to compute with their `exact_expression`. + // No-op for measures without an `exact_expression`. + ExactMeasureNames []string `protobuf:"bytes,18,rep,name=exact_measure_names,json=exactMeasureNames,proto3" json:"exact_measure_names,omitempty"` // Optional. Defaults to min TimeStart *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=time_start,json=timeStart,proto3" json:"time_start,omitempty"` // Optional. 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ac7c1345c9c4..3849943f3231 100644 --- a/proto/gen/rill/runtime/v1/queries.pb.validate.go +++ b/proto/gen/rill/runtime/v1/queries.pb.validate.go @@ -3341,6 +3341,8 @@ func (m *MetricsViewAggregationMeasure) validate(all bool) error { } } + // no validation rules for Exact + switch v := m.Compute.(type) { case *MetricsViewAggregationMeasure_Count: if v == nil { diff --git a/proto/gen/rill/runtime/v1/resources.pb.go b/proto/gen/rill/runtime/v1/resources.pb.go index fd7db2656aa9..926442c297f1 100644 --- a/proto/gen/rill/runtime/v1/resources.pb.go +++ b/proto/gen/rill/runtime/v1/resources.pb.go @@ -7962,6 +7962,8 @@ type MetricsViewSpec_Measure struct { DataType *Type `protobuf:"bytes,15,opt,name=data_type,json=dataType,proto3" json:"data_type,omitempty"` // When true, decreases in this measure are favorable (e.g. bounce rate, latency, error count). UI surfaces that render comparison deltas (KPIs, big numbers, leaderboards, pivot tables, time-series tooltips) swap their positive/negative coloring accordingly. LowerIsBetter bool `protobuf:"varint,17,opt,name=lower_is_better,json=lowerIsBetter,proto3" json:"lower_is_better,omitempty"` + // Optional exact variant of `expression`. When set, `expression` is treated as the approximate default and `exact_expression` is only used when a query explicitly requests exact values for the measure. + ExactExpression string `protobuf:"bytes,18,opt,name=exact_expression,json=exactExpression,proto3" json:"exact_expression,omitempty"` } func (x *MetricsViewSpec_Measure) Reset() { @@ -8115,6 +8117,13 @@ func (x *MetricsViewSpec_Measure) GetLowerIsBetter() bool { return false } +func (x *MetricsViewSpec_Measure) GetExactExpression() string { + if x != nil { + return x.ExactExpression + } + return "" +} + // Annotations that can be applied to measures. Each annotation needs to have a model or a table defined. // 1. The underlying model/table has to have a `time` and `description` columns. // 2. Can additionally have `time_end` column to convert the annotation to range type annotation. @@ -8772,7 +8781,7 @@ var file_rill_runtime_v1_resources_proto_rawDesc = []byte{ 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x21, 0x2e, 0x72, 0x69, 0x6c, 0x6c, 0x2e, 0x72, 0x75, 0x6e, 0x74, 0x69, 0x6d, 0x65, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x73, 0x56, 0x69, 0x65, 0x77, 0x53, 0x74, 0x61, 0x74, 0x65, 0x52, 0x05, 0x73, 0x74, 0x61, 0x74, - 0x65, 0x22, 0xd6, 0x22, 0x0a, 0x0f, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x73, 0x56, 0x69, 0x65, + 0x65, 0x22, 0x81, 0x23, 0x0a, 0x0f, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x73, 0x56, 0x69, 0x65, 0x77, 0x53, 0x70, 0x65, 0x63, 0x12, 0x16, 0x0a, 0x06, 0x70, 0x61, 0x72, 0x65, 0x6e, 0x74, 0x18, 0x1e, 0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x70, 0x61, 0x72, 0x65, 0x6e, 0x74, 0x12, 0x1c, 0x0a, 0x09, 0x63, 0x6f, 0x6e, 0x6e, 0x65, 0x63, 0x74, 0x6f, 0x72, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, @@ -8923,7 +8932,7 @@ var 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a/proto/gen/rill/runtime/v1/resources.pb.validate.go +++ b/proto/gen/rill/runtime/v1/resources.pb.validate.go @@ -14579,6 +14579,8 @@ func (m *MetricsViewSpec_Measure) validate(all bool) error { // no validation rules for LowerIsBetter + // no validation rules for ExactExpression + if len(errors) > 0 { return MetricsViewSpec_MeasureMultiError(errors) } diff --git a/proto/gen/rill/runtime/v1/runtime.swagger.yaml b/proto/gen/rill/runtime/v1/runtime.swagger.yaml index 0ab0c5215f9a..9d55ac9d8246 100644 --- a/proto/gen/rill/runtime/v1/runtime.swagger.yaml +++ b/proto/gen/rill/runtime/v1/runtime.swagger.yaml @@ -2387,6 +2387,10 @@ paths: title: Optional exact: type: boolean + description: |- + Deprecated: ignored; use `exact` on individual measures instead. + It originally disabled the approximate comparison join (limiting the base period to the top N rows), but has been unused since the metrics queries were refactored onto the metricsview package. + That behavior is now controlled by the instance variable `rill.metrics.approximate_comparisons`. fillMissing: type: boolean rows: @@ -2556,7 +2560,10 @@ paths: title: Optional exact: type: boolean - title: Optional, defaults to false + description: |- + Deprecated: ignored; use `exact` on individual measures instead. + It originally disabled the approximate comparison join and the two-phase Druid TopN query, but has been unused since the metrics queries were refactored onto the metricsview package. + Those behaviors are now controlled by the instance variables `rill.metrics.approximate_comparisons` and `rill.metrics.exactify_druid_topn`. filter: $ref: '#/definitions/v1MetricsViewFilter' description: Deprecated. should be removed once UI is moved to use new filters @@ -2881,6 +2888,13 @@ paths: description: |- Optional ephemeral measures, i.e. measures defined by the query rather than the metrics view. Only the `expression` compute is supported for time series. + exactMeasureNames: + type: array + items: + type: string + description: |- + Optional. Names of measures (from measure_names or ephemeral_measures) to compute with their `exact_expression`. + No-op for measures without an `exact_expression`. timeStart: type: string format: date-time @@ -4233,6 +4247,9 @@ definitions: lowerIsBetter: type: boolean description: When true, decreases in this measure are favorable (e.g. bounce rate, latency, error count). UI surfaces that render comparison deltas (KPIs, big numbers, leaderboards, pivot tables, time-series tooltips) swap their positive/negative coloring accordingly. + exactExpression: + type: string + description: Optional exact variant of `expression`. When set, `expression` is treated as the approximate default and `exact_expression` is only used when a query explicitly requests exact values for the measure. title: Measures are aggregated computed values MetricsViewSpecMeasureType: type: string @@ -6716,6 +6733,11 @@ definitions: $ref: '#/definitions/v1MetricsViewAggregationMeasureComputeComparisonTime' expression: $ref: '#/definitions/v1MetricsViewAggregationMeasureComputeExpression' + exact: + type: boolean + description: |- + Optional. Compute the measure with its `exact_expression` instead of its (approximate) `expression`. + No-op for measures without an `exact_expression`, which only simple measures define. v1MetricsViewAggregationMeasureComputeComparisonDelta: type: object properties: @@ -6848,6 +6870,10 @@ definitions: title: Optional exact: type: boolean + description: |- + Deprecated: ignored; use `exact` on individual measures instead. + It originally disabled the approximate comparison join (limiting the base period to the top N rows), but has been unused since the metrics queries were refactored onto the metricsview package. + That behavior is now controlled by the instance variable `rill.metrics.approximate_comparisons`. fillMissing: type: boolean rows: @@ -7012,7 +7038,10 @@ definitions: title: Optional exact: type: boolean - title: Optional, defaults to false + description: |- + Deprecated: ignored; use `exact` on individual measures instead. + It originally disabled the approximate comparison join and the two-phase Druid TopN query, but has been unused since the metrics queries were refactored onto the metricsview package. + Those behaviors are now controlled by the instance variables `rill.metrics.approximate_comparisons` and `rill.metrics.exactify_druid_topn`. filter: $ref: '#/definitions/v1MetricsViewFilter' description: Deprecated. should be removed once UI is moved to use new filters @@ -7432,6 +7461,13 @@ definitions: description: |- Optional ephemeral measures, i.e. measures defined by the query rather than the metrics view. Only the `expression` compute is supported for time series. + exactMeasureNames: + type: array + items: + type: string + description: |- + Optional. Names of measures (from measure_names or ephemeral_measures) to compute with their `exact_expression`. + No-op for measures without an `exact_expression`. timeStart: type: string format: date-time diff --git a/proto/rill/runtime/v1/queries.proto b/proto/rill/runtime/v1/queries.proto index 4362d314416a..9d9f61fc3a90 100644 --- a/proto/rill/runtime/v1/queries.proto +++ b/proto/rill/runtime/v1/queries.proto @@ -472,7 +472,10 @@ message MetricsViewAggregationRequest { int32 priority = 11; // Optional MetricsViewFilter filter = 14; // Deprecated. should be removed once UI is moved to use new filters - bool exact = 17; + // Deprecated: ignored; use `exact` on individual measures instead. + // It originally disabled the approximate comparison join (limiting the base period to the top N rows), but has been unused since the metrics queries were refactored onto the metricsview package. + // That behavior is now controlled by the instance variable `rill.metrics.approximate_comparisons`. + bool exact = 17 [deprecated = true]; bool fill_missing = 21; // Optional. Defaults to false. Used to fetch rows from underlying model bool rows = 22; @@ -519,6 +522,9 @@ message MetricsViewAggregationMeasure { MetricsViewAggregationMeasureComputeComparisonTime comparison_time = 12; MetricsViewAggregationMeasureComputeExpression expression = 13; } + // Optional. Compute the measure with its `exact_expression` instead of its (approximate) `expression`. + // No-op for measures without an `exact_expression`, which only simple measures define. + bool exact = 14; } message MetricsViewAggregationMeasureComputeCount {} @@ -638,8 +644,10 @@ message MetricsViewComparisonRequest { int64 offset = 10 [(validate.rules).int64.gte = 0]; // Optional int32 priority = 11; - // Optional, defaults to false - bool exact = 13; + // Deprecated: ignored; use `exact` on individual measures instead. + // It originally disabled the approximate comparison join and the two-phase Druid TopN query, but has been unused since the metrics queries were refactored onto the metricsview package. + // Those behaviors are now controlled by the instance variables `rill.metrics.approximate_comparisons` and `rill.metrics.exactify_druid_topn`. + bool exact = 13 [deprecated = true]; // Optional MetricsViewFilter filter = 14; // Deprecated. should be removed once UI is moved to use new filters // Optional. If true, the response will include traces of spans captured during execution. @@ -734,6 +742,9 @@ message MetricsViewTimeSeriesRequest { // Optional ephemeral measures, i.e. measures defined by the query rather than the metrics view. // Only the `expression` compute is supported for time series. repeated MetricsViewAggregationMeasure ephemeral_measures = 17; + // Optional. Names of measures (from measure_names or ephemeral_measures) to compute with their `exact_expression`. + // No-op for measures without an `exact_expression`. + repeated string exact_measure_names = 18; // Optional. Defaults to min google.protobuf.Timestamp time_start = 4; // Optional. Defaults to max diff --git a/proto/rill/runtime/v1/resources.proto b/proto/rill/runtime/v1/resources.proto index bc9ab829caef..67ab2c6a85f5 100644 --- a/proto/rill/runtime/v1/resources.proto +++ b/proto/rill/runtime/v1/resources.proto @@ -282,6 +282,8 @@ message MetricsViewSpec { Type data_type = 15; // When true, decreases in this measure are favorable (e.g. bounce rate, latency, error count). UI surfaces that render comparison deltas (KPIs, big numbers, leaderboards, pivot tables, time-series tooltips) swap their positive/negative coloring accordingly. bool lower_is_better = 17; + // Optional exact variant of `expression`. When set, `expression` is treated as the approximate default and `exact_expression` is only used when a query explicitly requests exact values for the measure. + string exact_expression = 18; } // name of parent metrics view, if this is a derived metrics view. If this is set then certain fields like table, connector, database*, model, dimensions, and measures will only be set in `state.valid_spec`. string parent = 30; diff --git a/runtime/ai/instructions/data/resources/metrics_view.md b/runtime/ai/instructions/data/resources/metrics_view.md index 2733abbd8f6b..7654dbfb07a7 100644 --- a/runtime/ai/instructions/data/resources/metrics_view.md +++ b/runtime/ai/instructions/data/resources/metrics_view.md @@ -118,6 +118,14 @@ measures: expression: COUNT(DISTINCT user_id) format_preset: humanize + # Expensive aggregates can define a fast approximate default plus an exact variant. + # Dashboards show the approximate value and let viewers switch to the exact one on demand. + - name: unique_devices + display_name: Unique Devices + expression: approx_count_distinct(device_id) + exact_expression: COUNT(DISTINCT device_id) + format_preset: humanize + - name: conversion_rate display_name: Conversion Rate expression: SUM(conversions) / NULLIF(SUM(visits), 0) diff --git a/runtime/ai/metrics_view_query.go b/runtime/ai/metrics_view_query.go index f57fd2b69183..73248dfd58a6 100644 --- a/runtime/ai/metrics_view_query.go +++ b/runtime/ai/metrics_view_query.go @@ -47,6 +47,7 @@ Request: - 'time_range' is inclusive of start time, exclusive of end time - 'time_range.time_dimension' (optional) specifies which time column to filter; defaults to the metrics view's default time column - For comparisons, 'time_range' and 'comparison_time_range' must be non-overlapping and similar in duration (~20% tolerance) +- Measures that define an 'exact_expression' in the metrics view are approximate by default. Set 'exact: true' on such a measure only when the user explicitly asks for exact, precise or reconciled numbers; exact queries are much slower. Tell the user which precision was used. Response: - Returns aggregated data matching your query parameters diff --git a/runtime/drivers/registry.go b/runtime/drivers/registry.go index 46c50b090e5a..832d700f8ed0 100644 --- a/runtime/drivers/registry.go +++ b/runtime/drivers/registry.go @@ -105,6 +105,9 @@ type InstanceConfig struct { MetricsApproximateComparisonsCTE bool `mapstructure:"rill.metrics.approximate_comparisons_cte"` // MetricsApproxComparisonTwoPhaseLimit if query limit is less than this then rewrite metrics comparison queries to use a two-phase comparison approach where first query is used to get the base values and the second query is used to get the comparison values. MetricsApproxComparisonTwoPhaseLimit int64 `mapstructure:"rill.metrics.approximate_comparisons_two_phase_limit"` + // MetricsExactMeasures indicates whether queries may compute measures with their exact_expression (requested per measure with `exact: true`). + // When false, such queries fail with an error. Acts as a kill switch for expensive exact aggregations. + MetricsExactMeasures bool `mapstructure:"rill.metrics.exact_measures"` // MetricsExactifyDruidTopN indicates whether to split Druid TopN queries into two queries to increase the accuracy of the returned measures. // Enabling it reduces the performance of Druid toplist queries. // See runtime/metricsview/executor_rewrite_druid_exactify.go for more details. @@ -221,6 +224,7 @@ func (i *Instance) Config() (InstanceConfig, error) { MetricsApproximateComparisons: true, MetricsApproximateComparisonsCTE: false, MetricsApproxComparisonTwoPhaseLimit: 250, + MetricsExactMeasures: true, MetricsExactifyDruidTopN: false, MetricsDruidMVDFilteredGroupBy: false, MetricsDruidMVDFilteredSearch: false, diff --git a/runtime/metricsview/ast.go b/runtime/metricsview/ast.go index a4b50aec70f8..3d4e62e48e08 100644 --- a/runtime/metricsview/ast.go +++ b/runtime/metricsview/ast.go @@ -42,6 +42,8 @@ type AST struct { comparisonDimFields []FieldNode unnests []string nextIdentifier int + // Names of metrics view measures that must be computed with their exact_expression (see ExactMeasureSet). + exactMeasures map[string]bool } // SelectNode represents a query that computes measures by dimensions. @@ -217,6 +219,15 @@ func NewAST(mv *runtimev1.MetricsViewSpec, sec MetricsViewSecurity, qry *Query, Dialect: dialect, } + // Resolve up front which measures must use their exact_expression. + // This must happen before any measure is resolved, because a measure name has exactly one value per query and AddMeasureField dedupes by name. + // The executor resolves the set once per query and derived queries copy it (see Query.ExactMeasures); + // a query that did not pass through the executor, such as the schema probe, resolves it from its flags here. + ast.exactMeasures = qry.ExactMeasures + if ast.exactMeasures == nil { + ast.exactMeasures = ExactMeasureSet(mv, qry) + } + // Determine the minimum time grain for the time dimension in the query. minGrain := TimeGrainUnspecified for _, qd := range ast.Query.Dimensions { @@ -1514,15 +1525,22 @@ func (a *AST) sqlForTimeRange(timeDimExpr string, typeCode runtimev1.Type_Code, // sqlForMeasure builds a SQL expression for a measure, including its window if present. // It uses the provided n to resolve dimensions expressions for window partitions. +// It uses the measure's exact_expression if the query requests the measure exactly (see ExactMeasureSet). func (a *AST) sqlForMeasure(m *runtimev1.MetricsViewSpec_Measure, n *SelectNode) (string, error) { + // NOTE: m may be the metrics view's own spec measure, which is shared across queries, so it must never be mutated here. + expr := m.Expression + if m.ExactExpression != "" && a.exactMeasures[m.Name] { + expr = m.ExactExpression + } + // If not applying a window, just return the measure expression. if m.Window == nil { - return m.Expression, nil + return expr, nil } // If partitioning is not enabled, ordering and framing doesn't matter if !m.Window.Partition { - return fmt.Sprintf("%s OVER ()", m.Expression), nil + return fmt.Sprintf("%s OVER ()", expr), nil } // If partitioning is enabled, we partition by all dimensions that we don't order by. @@ -1557,7 +1575,7 @@ func (a *AST) sqlForMeasure(m *runtimev1.MetricsViewSpec_Measure, n *SelectNode) // Build the window expression b := &strings.Builder{} - b.WriteString(m.Expression) + b.WriteString(expr) b.WriteString(" OVER (") if len(partitionFields) > 0 { b.WriteString("PARTITION BY ") diff --git a/runtime/metricsview/ast_exact_test.go b/runtime/metricsview/ast_exact_test.go new file mode 100644 index 000000000000..c2d9fa33b592 --- /dev/null +++ b/runtime/metricsview/ast_exact_test.go @@ -0,0 +1,275 @@ +package metricsview + +import ( + "strings" + "testing" + "time" + + runtimev1 "github.com/rilldata/rill/proto/gen/rill/runtime/v1" + "github.com/rilldata/rill/runtime/drivers/duckdb" + "github.com/stretchr/testify/require" +) + +const ( + approxUsersSQL = "approx_count_distinct(user_id)" + exactUsersSQL = "count(DISTINCT user_id)" +) + +func exactTestMetricsView() *runtimev1.MetricsViewSpec { + return &runtimev1.MetricsViewSpec{ + Table: "events", + TimeDimension: "ts", + Dimensions: []*runtimev1.MetricsViewSpec_Dimension{ + {Name: "ts", Column: "ts", Type: runtimev1.MetricsViewSpec_DIMENSION_TYPE_TIME, DataType: &runtimev1.Type{Code: runtimev1.Type_CODE_TIMESTAMP}}, + {Name: "publisher", Column: "publisher"}, + }, + Measures: []*runtimev1.MetricsViewSpec_Measure{ + {Name: "users", Expression: approxUsersSQL, ExactExpression: exactUsersSQL, Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + {Name: "sessions", Expression: "approx_count_distinct(session_id)", ExactExpression: "count(DISTINCT session_id)", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + {Name: "revenue", Expression: "sum(revenue)", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + {Name: "revenue_per_user", Expression: "revenue / users", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_DERIVED, ReferencedMeasures: []string{"revenue", "users"}}, + }, + } +} + +// usersAbove10Filter returns a `publisher IN (SELECT publisher ... HAVING users > 10)` filter whose subquery optionally requests users exactly. +func usersAbove10Filter(exact bool) *Expression { + return &Expression{Condition: &Condition{ + Operator: OperatorIn, + Expressions: []*Expression{ + {Name: "publisher"}, + {Subquery: &Subquery{ + Dimension: Dimension{Name: "publisher"}, + Measures: []Measure{{Name: "users", Exact: exact}}, + Having: &Expression{Condition: &Condition{ + Operator: OperatorGt, + Expressions: []*Expression{{Name: "users"}, {Value: 10}}, + }}, + }}, + }, + }} +} + +func TestExactMeasureSet(t *testing.T) { + mv := exactTestMetricsView() + + tests := []struct { + name string + measures []Measure + where *Expression + want map[string]bool + }{ + { + name: "no flags", + measures: []Measure{{Name: "users"}, {Name: "revenue_per_user"}}, + want: nil, + }, + { + name: "flag on a measure without an exact expression is a no-op", + measures: []Measure{{Name: "revenue", Exact: true}}, + want: nil, + }, + { + name: "flagged simple measure", + measures: []Measure{{Name: "users", Exact: true}, {Name: "revenue"}}, + want: map[string]bool{"users": true}, + }, + { + name: "every flagged measure with an exact expression", + measures: []Measure{{Name: "users", Exact: true}, {Name: "sessions", Exact: true}}, + want: map[string]bool{"users": true, "sessions": true}, + }, + { + name: "flag on a derived measure is a no-op: derived measures have no exact variant", + measures: []Measure{{Name: "revenue_per_user", Exact: true}}, + want: nil, + }, + { + name: "flagged comparison compute resolves its base measure", + measures: []Measure{{Name: "users"}, {Name: "users_prev", Compute: &MeasureCompute{ComparisonValue: &MeasureComputeComparisonValue{Measure: "users"}}, Exact: true}}, + want: map[string]bool{"users": true}, + }, + { + name: "flagged percent of total compute resolves its base measure", + measures: []Measure{{Name: "users_pct", Compute: &MeasureCompute{PercentOfTotal: &MeasureComputePercentOfTotal{Measure: "users"}}, Exact: true}}, + want: map[string]bool{"users": true}, + }, + { + name: "flag on an expression compute is a no-op: ad hoc measures have no exact variant", + measures: []Measure{{Name: "double_users", Compute: &MeasureCompute{Expression: &MeasureComputeExpression{Expression: "users * 2"}}, Exact: true}}, + want: nil, + }, + { + name: "flagged count compute has no base measure", + measures: []Measure{{Name: "cnt", Compute: &MeasureCompute{Count: true}, Exact: true}}, + want: nil, + }, + { + name: "flagged measure in a filter subquery", + measures: []Measure{{Name: "users"}}, + where: usersAbove10Filter(true), + want: map[string]bool{"users": true}, + }, + { + name: "flagged measure in a filter subquery nested in a condition", + measures: []Measure{{Name: "revenue"}}, + where: &Expression{Condition: &Condition{ + Operator: OperatorAnd, + Expressions: []*Expression{ + {Condition: &Condition{Operator: OperatorEq, Expressions: []*Expression{{Name: "publisher"}, {Value: "x"}}}}, + usersAbove10Filter(true), + }, + }}, + want: map[string]bool{"users": true}, + }, + { + name: "unflagged measure in a filter subquery", + measures: []Measure{{Name: "users"}}, + where: usersAbove10Filter(false), + want: nil, + }, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + got := ExactMeasureSet(mv, &Query{MetricsView: "test", Measures: tt.measures, Where: tt.where}) + require.Equal(t, tt.want, got) + }) + } +} + +func TestExactMeasureSQL(t *testing.T) { + mv := exactTestMetricsView() + sec := skipMetricsViewSecurity{} + + timeRange := &TimeRange{ + Start: time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC), + End: time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC), + } + comparisonTimeRange := &TimeRange{ + Start: time.Date(2023, 12, 1, 0, 0, 0, 0, time.UTC), + End: time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC), + } + tests := []struct { + name string + qry *Query + wantExactCount int // expected occurrences of the exact expression in the SQL + wantApproxCount int // expected occurrences of the approximate expression in the SQL + }{ + { + name: "unflagged measure uses the approximate expression", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users"}}}, + wantExactCount: 0, + wantApproxCount: 1, + }, + { + name: "flagged measure uses the exact expression", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users", Exact: true}}}, + wantExactCount: 1, + wantApproxCount: 0, + }, + { + name: "flag on a measure without an exact expression changes nothing", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users"}, {Name: "revenue", Exact: true}}}, + wantExactCount: 0, + wantApproxCount: 1, + }, + { + name: "flag on a derived measure leaves the measures it is calculated from approximate", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "revenue_per_user", Exact: true}}}, + wantExactCount: 0, + wantApproxCount: 1, + }, + { + name: "a derived measure is calculated from the exact measure when the query computes it exactly", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users", Exact: true}, {Name: "revenue_per_user"}}}, + wantExactCount: 1, + wantApproxCount: 0, + }, + { + name: "flagged comparison compute computes both the base and the comparison side exactly", + qry: &Query{ + MetricsView: "test", + Dimensions: []Dimension{{Name: "publisher"}}, + Measures: []Measure{{Name: "users"}, {Name: "users_prev", Compute: &MeasureCompute{ComparisonValue: &MeasureComputeComparisonValue{Measure: "users"}}, Exact: true}}, + TimeRange: timeRange, + ComparisonTimeRange: comparisonTimeRange, + }, + wantExactCount: 2, + wantApproxCount: 0, + }, + { + name: "flag on an expression compute leaves the measures it references approximate", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "double_users", Compute: &MeasureCompute{Expression: &MeasureComputeExpression{Expression: "users * 2"}}, Exact: true}}}, + wantExactCount: 0, + wantApproxCount: 1, + }, + { + name: "where subquery inherits the outer query's exact measures", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users", Exact: true}}, Where: usersAbove10Filter(false)}, + wantExactCount: 2, + wantApproxCount: 0, + }, + { + name: "where subquery stays approximate when the outer query is approximate", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users"}}, Where: usersAbove10Filter(false)}, + wantExactCount: 0, + wantApproxCount: 2, + }, + { + name: "a measure flagged only in a where subquery is exact in the outer query too", + qry: &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "users"}}, Where: usersAbove10Filter(true)}, + wantExactCount: 2, + wantApproxCount: 0, + }, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + ast, err := NewAST(mv, sec, tt.qry, duckdb.DialectDuckDB) + require.NoError(t, err) + + sql, _, err := ast.SQL() + require.NoError(t, err) + require.Equal(t, tt.wantExactCount, strings.Count(sql, exactUsersSQL), sql) + require.Equal(t, tt.wantApproxCount, strings.Count(sql, approxUsersSQL), sql) + }) + } + + // The spec measures must never be mutated by building an AST with exact measures. + require.Equal(t, approxUsersSQL, mv.Measures[0].Expression) + require.Equal(t, exactUsersSQL, mv.Measures[0].ExactExpression) +} + +func TestNewASTUsesResolvedExactMeasures(t *testing.T) { + // The executor resolves the exact measures once per query and derived queries copy the set (see Query.ExactMeasures), + // so a derived query that no longer contains the flagged measure still computes the measures it kept with the same precision. + mv := exactTestMetricsView() + sec := skipMetricsViewSecurity{} + + qry := &Query{MetricsView: "test", Measures: []Measure{{Name: "users"}}, ExactMeasures: map[string]bool{"users": true}} + ast, err := NewAST(mv, sec, qry, duckdb.DialectDuckDB) + require.NoError(t, err) + sql, _, err := ast.SQL() + require.NoError(t, err) + require.Equal(t, 1, strings.Count(sql, exactUsersSQL), sql) + require.Equal(t, 0, strings.Count(sql, approxUsersSQL), sql) + + // The set applies to filter subqueries as well, although none of their measures is flagged. + qry = &Query{MetricsView: "test", Dimensions: []Dimension{{Name: "publisher"}}, Measures: []Measure{{Name: "revenue"}}, Where: usersAbove10Filter(false), ExactMeasures: map[string]bool{"users": true}} + ast, err = NewAST(mv, sec, qry, duckdb.DialectDuckDB) + require.NoError(t, err) + sql, _, err = ast.SQL() + require.NoError(t, err) + require.Equal(t, 1, strings.Count(sql, exactUsersSQL), sql) + require.Equal(t, 0, strings.Count(sql, approxUsersSQL), sql) + + // A query that did not pass through the executor resolves the set from its flags. + qry = &Query{MetricsView: "test", Measures: []Measure{{Name: "users", Exact: true}}} + ast, err = NewAST(mv, sec, qry, duckdb.DialectDuckDB) + require.NoError(t, err) + sql, _, err = ast.SQL() + require.NoError(t, err) + require.Equal(t, 1, strings.Count(sql, exactUsersSQL), sql) + require.Equal(t, 0, strings.Count(sql, approxUsersSQL), sql) +} diff --git a/runtime/metricsview/astexpr.go b/runtime/metricsview/astexpr.go index 73e142c40873..0da026b8b33a 100644 --- a/runtime/metricsview/astexpr.go +++ b/runtime/metricsview/astexpr.go @@ -101,10 +101,12 @@ func (b *sqlExprBuilder) writeSubquery(sub *Subquery) error { UseDisplayNames: false, Rows: false, QueryLimits: outer.QueryLimits, + ExactMeasures: b.ast.exactMeasures, UnusedFields: nil, } //exhaustruct:enforce - // Generate SQL for the subquery + // Generate SQL for the subquery. + // The subquery copies the exact measures resolved for the outer query, which already account for the subquery's own flags (see ExactMeasureSet), so both compute a shared measure with the same precision. innerSecurity := b.ast.Security if !b.visible { innerSecurity = skipMetricsViewSecurity{} diff --git a/runtime/metricsview/charts_json_schema.go b/runtime/metricsview/charts_json_schema.go index 1a6bd18345cf..e94e5ea2a564 100644 --- a/runtime/metricsview/charts_json_schema.go +++ b/runtime/metricsview/charts_json_schema.go @@ -330,6 +330,10 @@ const ChartsJSONSchema = `{ "compute": { "$ref": "#/$defs/MeasureCompute", "description": "Optionally configure a derived measure, such as a comparison." + }, + "exact": { + "type": "boolean", + "description": "Compute the measure with its exact_expression when the metrics view defines one (slower). Defaults to false (approximate)." } }, "required": ["name"] diff --git a/runtime/metricsview/exact.go b/runtime/metricsview/exact.go new file mode 100644 index 000000000000..4bd0c22c4d89 --- /dev/null +++ b/runtime/metricsview/exact.go @@ -0,0 +1,102 @@ +package metricsview + +import ( + runtimev1 "github.com/rilldata/rill/proto/gen/rill/runtime/v1" +) + +// ExactMeasureSet returns the names of the metrics view measures that the query must compute with their exact_expression: +// every measure flagged Exact anywhere in the query that defines an exact_expression. +// A flag counts wherever it appears: on a plain measure, on a comparison or percent-of-total compute (it applies to the base measure), or on a measure of a subquery in the where or having expressions. +// Flags on other measures are no-ops. Only simple measures define an exact_expression; a derived measure is calculated from the measures as the query computes them. +// +// A measure name has exactly one value per query: if a measure is requested both exactly and approximately (directly, through a compute, or in a filter subquery), it is computed exactly. +// The executor resolves the set once per query and stores it in Query.ExactMeasures; queries derived from it copy the set instead of resolving their own (see NewAST). +// +// It returns nil when no measure is flagged, which is the common case. +func ExactMeasureSet(mv *runtimev1.MetricsViewSpec, qry *Query) map[string]bool { + if !hasExactMeasure(qry.Measures, qry.Where, qry.Having) { + return nil + } + + byName := make(map[string]*runtimev1.MetricsViewSpec_Measure, len(mv.Measures)) + for _, m := range mv.Measures { + byName[m.Name] = m + } + + res := make(map[string]bool) + for _, qm := range appendQueryMeasures(nil, qry.Measures, qry.Where, qry.Having) { + if !qm.Exact { + continue + } + name, ok := measureBase(qm) + if !ok { + continue + } + if m, ok := byName[name]; ok && m.ExactExpression != "" { + res[name] = true + } + } + if len(res) == 0 { + return nil + } + return res +} + +// measureBase returns the metrics view measure a query measure computes: the measure itself for a plain measure, and the base measure of a comparison or percent-of-total compute. +// Count, count distinct, URI, comparison time and expression computes compute no metrics view measure. +func measureBase(qm Measure) (string, bool) { + if qm.Compute == nil { + return qm.Name, true + } + c := qm.Compute + switch { + case c.ComparisonValue != nil: + return c.ComparisonValue.Measure, true + case c.ComparisonDelta != nil: + return c.ComparisonDelta.Measure, true + case c.ComparisonRatio != nil: + return c.ComparisonRatio.Measure, true + case c.PercentOfTotal != nil: + return c.PercentOfTotal.Measure, true + } + return "", false +} + +// hasExactMeasure reports whether any of the measures, or any measure of a subquery in the expressions, is flagged Exact. +// It allocates nothing so that the common case of a query without exact measures stays cheap. +func hasExactMeasure(measures []Measure, exprs ...*Expression) bool { + for _, m := range measures { + if m.Exact { + return true + } + } + for _, e := range exprs { + if e == nil { + continue + } + if e.Subquery != nil && hasExactMeasure(e.Subquery.Measures, e.Subquery.Where, e.Subquery.Having) { + return true + } + if e.Condition != nil && hasExactMeasure(nil, e.Condition.Expressions...) { + return true + } + } + return false +} + +// appendQueryMeasures appends the measures and the measures of every subquery in the expressions (recursively) to res. +func appendQueryMeasures(res, measures []Measure, exprs ...*Expression) []Measure { + res = append(res, measures...) + for _, e := range exprs { + if e == nil { + continue + } + if e.Subquery != nil { + res = appendQueryMeasures(res, e.Subquery.Measures, e.Subquery.Where, e.Subquery.Having) + } + if e.Condition != nil { + res = appendQueryMeasures(res, nil, e.Condition.Expressions...) + } + } + return res +} diff --git a/runtime/metricsview/executor/executor.go b/runtime/metricsview/executor/executor.go index c48a644294e0..5e3cfbc301ed 100644 --- a/runtime/metricsview/executor/executor.go +++ b/runtime/metricsview/executor/executor.go @@ -275,6 +275,17 @@ func (e *Executor) BindQuery(qry *metricsview.Query, timestamps metricsview.Time // Schema returns a schema for the metrics view's dimensions and measures. func (e *Executor) Schema(ctx context.Context) (*runtimev1.StructType, error) { + return e.schema(ctx, false) +} + +// ExactSchema returns a schema for the metrics view's dimensions and measures, computing every measure that has an exact_expression with it. +// It is used during validation to check the types of exact expressions. +func (e *Executor) ExactSchema(ctx context.Context) (*runtimev1.StructType, error) { + return e.schema(ctx, true) +} + +// schema returns a schema for the metrics view's dimensions and measures. If exact is true, measures with an exact_expression are computed with it. +func (e *Executor) schema(ctx context.Context, exact bool) (*runtimev1.StructType, error) { if !e.security.CanAccess() { return nil, runtime.ErrForbidden } @@ -294,7 +305,7 @@ func (e *Executor) Schema(ctx context.Context) (*runtimev1.StructType, error) { for _, m := range e.metricsView.Measures { if e.security.CanAccessField(m.Name) { - qry.Measures = append(qry.Measures, metricsview.Measure{Name: m.Name}) + qry.Measures = append(qry.Measures, metricsview.Measure{Name: m.Name, Exact: exact && m.ExactExpression != ""}) } } @@ -346,6 +357,10 @@ func (e *Executor) Query(ctx context.Context, qry *metricsview.Query, executionT return nil, err } + if err := e.rewriteQueryExactMeasures(qry); err != nil { + return nil, err + } + // preserve the original limit, required in 2 phase comparison ogLimit := qry.Limit @@ -501,6 +516,10 @@ func (e *Executor) Export(ctx context.Context, qry *metricsview.Query, execution return "", err } + if err := e.rewriteQueryExactMeasures(qry); err != nil { + return "", err + } + pivotAST, pivoting, err := e.rewriteQueryForPivot(qry) if err != nil { return "", err @@ -619,10 +638,15 @@ func (e *Executor) Search(ctx context.Context, qry *metricsview.SearchQuery, exe RequireTimeRange: false, MaxTimeRangeDays: 0, // not enforced }, - UnusedFields: nil, + ExactMeasures: nil, // resolved by rewriteQueryExactMeasures + UnusedFields: nil, } //exhaustruct:enforce q.Where = whereExprForSearch(qry.Where, d, qry.Search) + if err := e.rewriteQueryExactMeasures(q); err != nil { + return nil, err + } + err := e.RewriteQueryTimeRanges(ctx, q, executionTime) if err != nil { return nil, err @@ -770,13 +794,18 @@ func (e *Executor) executeSearchInDruid(ctx context.Context, qry *metricsview.Se RequireTimeRange: false, MaxTimeRangeDays: 0, // not enforced }, - UnusedFields: nil, + ExactMeasures: nil, // resolved by rewriteQueryExactMeasures + UnusedFields: nil, } //exhaustruct:enforce if err := e.RewriteQueryTimeRanges(ctx, q, executionTime); err != nil { return nil, err } + if err := e.rewriteQueryExactMeasures(q); err != nil { + return nil, err + } + a, err := metricsview.NewAST(e.metricsView, e.security, q, e.olap.Dialect()) if err != nil { return nil, err diff --git a/runtime/metricsview/executor/executor_exact_test.go b/runtime/metricsview/executor/executor_exact_test.go new file mode 100644 index 000000000000..624ee303d31a --- /dev/null +++ b/runtime/metricsview/executor/executor_exact_test.go @@ -0,0 +1,300 @@ +package executor_test + +import ( + "testing" + + "github.com/rilldata/rill/runtime" + "github.com/rilldata/rill/runtime/testruntime" + "github.com/stretchr/testify/require" +) + +// The exact expressions below are deliberately different from the default ones (rather than a real approximate/exact pair), +// so that the tests can tell which expression was used. +var exactMeasuresTestFiles = map[string]string{ + "rill.yaml": "", + "m1.sql": `SELECT * FROM (VALUES (1, 'a'), (2, 'b'), (3, 'a')) t(id, publisher)`, + "mv1.yaml": ` +type: metrics_view +model: m1 +dimensions: + - name: publisher + column: publisher +measures: + - name: records + expression: count(*) + exact_expression: count(*) + 100 + - name: ids + expression: sum(id) + - name: records_per_id + requires: [records, ids] + expression: records / ids + - name: publishers + expression: count(distinct publisher) + exact_expression: count(distinct publisher) + 1000 + - name: records_per_publisher + requires: [records, publishers] + expression: records / publishers +`, + // m2 adds a time dimension: the rows of m1 on 2024-01-02, plus rows on 2024-01-01 that serve as a comparison period. + // Per publisher: a has 2 rows on the 2nd and 1 on the 1st; b has 1 row on the 2nd and 2 on the 1st. + "m2.sql": `SELECT * FROM (VALUES + (1, 'a', TIMESTAMP '2024-01-02'), (2, 'b', TIMESTAMP '2024-01-02'), (3, 'a', TIMESTAMP '2024-01-02'), + (4, 'a', TIMESTAMP '2024-01-01'), (5, 'b', TIMESTAMP '2024-01-01'), (6, 'b', TIMESTAMP '2024-01-01') + ) t(id, publisher, ts)`, + "mv2.yaml": ` +type: metrics_view +model: m2 +timeseries: ts +dimensions: + - name: publisher + column: publisher +measures: + - name: records + expression: count(*) + exact_expression: count(*) + 100 +`, +} + +// recordsFilterSubquery is a `publisher IN (SELECT publisher ... HAVING records > threshold)` filter +// whose subquery requests records exactly when exact is set. +func recordsFilterSubquery(threshold int, exact bool) map[string]any { + return map[string]any{"cond": map[string]any{"op": "in", "exprs": []map[string]any{ + {"name": "publisher"}, + {"subquery": map[string]any{ + "dimension": map[string]any{"name": "publisher"}, + "measures": []map[string]any{{"name": "records", "exact": exact}}, + "having": map[string]any{"cond": map[string]any{"op": "gt", "exprs": []map[string]any{{"name": "records"}, {"val": threshold}}}}, + }}, + }}} +} + +func resolveMetrics(t *testing.T, rt *runtime.Runtime, instanceID string, props map[string]any) ([]map[string]any, error) { + if _, ok := props["metrics_view"]; !ok { + props["metrics_view"] = "mv1" + } + res, _, err := rt.Resolve(t.Context(), &runtime.ResolveOptions{ + InstanceID: instanceID, + Resolver: "metrics", + ResolverProperties: props, + Claims: &runtime.SecurityClaims{Permissions: runtime.AllPermissions}, + }) + if err != nil { + return nil, err + } + defer res.Close() + + var rows []map[string]any + for { + row, err := res.Next() + if err != nil { + break + } + rows = append(rows, row) + } + return rows, nil +} + +func TestExactMeasures(t *testing.T) { + rt, instanceID := testruntime.NewInstanceWithOptions(t, testruntime.InstanceOptions{Files: exactMeasuresTestFiles}) + testruntime.RequireReconcileState(t, rt, instanceID, -1, 0, 0) + + t.Run("approximate by default", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records"}, {"name": "records_per_id"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 3, rows[0]["records"]) + require.InDelta(t, 0.5, rows[0]["records_per_id"], 1e-9) + }) + + t.Run("flagged measure is exact", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records", "exact": true}, {"name": "ids"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 103, rows[0]["records"]) + require.EqualValues(t, 6, rows[0]["ids"]) + }) + + t.Run("a flag on a derived measure is a no-op: derived measures have no exact variant", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records"}, {"name": "records_per_id", "exact": true}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 3, rows[0]["records"]) + require.InDelta(t, 0.5, rows[0]["records_per_id"], 1e-9) + }) + + t.Run("a derived measure is calculated from the measures as the query computes them", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records", "exact": true}, {"name": "ids"}, {"name": "records_per_id"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 103, rows[0]["records"]) + require.EqualValues(t, 6, rows[0]["ids"]) + require.InDelta(t, 103.0/6.0, rows[0]["records_per_id"], 1e-9) + }) + + t.Run("flag on a measure without an exact expression is a no-op", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "ids", "exact": true}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 6, rows[0]["ids"]) + }) + + t.Run("percent of total uses the same precision for the totals", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{ + {"name": "records", "exact": true}, + {"name": "records_pct", "compute": map[string]any{"percent_of_total": map[string]any{"measure": "records"}}, "exact": true}, + }, + "sort": []map[string]any{{"name": "publisher"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 2) + // publisher a has 2 rows, b has 1 row. Exact: a=102, b=101, total=103 (the totals query also adds 100 once). + require.EqualValues(t, 102, rows[0]["records"]) + require.InDelta(t, 102.0/103.0, rows[0]["records_pct"], 1e-9) + require.EqualValues(t, 101, rows[1]["records"]) + require.InDelta(t, 101.0/103.0, rows[1]["records_pct"], 1e-9) + }) + + t.Run("percent of total follows the query's resolved precision when only the base measure is flagged", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{ + {"name": "records", "exact": true}, + {"name": "records_pct", "compute": map[string]any{"percent_of_total": map[string]any{"measure": "records"}}}, + }, + "sort": []map[string]any{{"name": "publisher"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 2) + // records is exact everywhere in the query, so the totals query must be exact too: 102/103, not 102/3. + require.EqualValues(t, 102, rows[0]["records"]) + require.InDelta(t, 102.0/103.0, rows[0]["records_pct"], 1e-9) + require.EqualValues(t, 101, rows[1]["records"]) + require.InDelta(t, 101.0/103.0, rows[1]["records_pct"], 1e-9) + }) + + t.Run("two-phase comparison keeps the base query exact when only the comparison is flagged", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "metrics_view": "mv2", + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{ + {"name": "records"}, + {"name": "records_prev", "compute": map[string]any{"comparison_value": map[string]any{"measure": "records"}}, "exact": true}, + }, + "time_range": map[string]any{"start": "2024-01-02T00:00:00Z", "end": "2024-01-03T00:00:00Z"}, + "comparison_time_range": map[string]any{"start": "2024-01-01T00:00:00Z", "end": "2024-01-02T00:00:00Z"}, + "sort": []map[string]any{{"name": "records", "desc": true}}, + // Under the two-phase limit, so the base values are queried first (without the comparison measure that carries the flag). + "limit": 10, + }) + require.NoError(t, err) + require.Len(t, rows, 2) + require.Equal(t, "a", rows[0]["publisher"]) + require.EqualValues(t, 102, rows[0]["records"]) + require.EqualValues(t, 101, rows[0]["records_prev"]) + require.Equal(t, "b", rows[1]["publisher"]) + require.EqualValues(t, 101, rows[1]["records"]) + require.EqualValues(t, 102, rows[1]["records_prev"]) + }) + + t.Run("a measure flagged in a filter subquery is exact in the whole query", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{{"name": "records"}}, + "where": recordsFilterSubquery(101, true), + "sort": []map[string]any{{"name": "publisher"}}, + }) + require.NoError(t, err) + // Exact: a=102, b=101, so only a passes the filter, and the outer query computes records exactly as well. + require.Len(t, rows, 1) + require.Equal(t, "a", rows[0]["publisher"]) + require.EqualValues(t, 102, rows[0]["records"]) + }) + + t.Run("a derived measure follows only the inputs the query computes exactly", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records", "exact": true}, {"name": "publishers"}, {"name": "records_per_publisher"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + // publishers has an exact variant of its own but is not flagged, so the ratio divides the exact records by the approximate publishers. + require.EqualValues(t, 103, rows[0]["records"]) + require.EqualValues(t, 2, rows[0]["publishers"]) + require.InDelta(t, 103.0/2.0, rows[0]["records_per_publisher"], 1e-9) + }) + + t.Run("two-phase comparison applies the query's precision to a filter subquery", func(t *testing.T) { + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "metrics_view": "mv2", + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{ + {"name": "records"}, + {"name": "records_prev", "compute": map[string]any{"comparison_value": map[string]any{"measure": "records"}}, "exact": true}, + }, + // The subquery does not flag records itself: it is exact because the query computes records exactly. + // Exact, both publishers pass the filter (102 and 101 are above 1); approximate, only a would (2 is, 1 is not). + "where": recordsFilterSubquery(1, false), + "time_range": map[string]any{"start": "2024-01-02T00:00:00Z", "end": "2024-01-03T00:00:00Z"}, + "comparison_time_range": map[string]any{"start": "2024-01-01T00:00:00Z", "end": "2024-01-02T00:00:00Z"}, + "sort": []map[string]any{{"name": "records", "desc": true}}, + "limit": 10, + }) + require.NoError(t, err) + require.Len(t, rows, 2) + require.Equal(t, "a", rows[0]["publisher"]) + require.EqualValues(t, 102, rows[0]["records"]) + require.EqualValues(t, 101, rows[0]["records_prev"]) + require.Equal(t, "b", rows[1]["publisher"]) + require.EqualValues(t, 101, rows[1]["records"]) + require.EqualValues(t, 102, rows[1]["records_prev"]) + }) +} + +func TestExactMeasuresDisabled(t *testing.T) { + rt, instanceID := testruntime.NewInstanceWithOptions(t, testruntime.InstanceOptions{ + Files: exactMeasuresTestFiles, + Variables: map[string]string{"rill.metrics.exact_measures": "false"}, + }) + testruntime.RequireReconcileState(t, rt, instanceID, -1, 0, 0) + + // Approximate queries keep working. + rows, err := resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records"}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 3, rows[0]["records"]) + + // A flag on a measure without an exact expression computes nothing exactly, so it is still allowed. + rows, err = resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "ids", "exact": true}}, + }) + require.NoError(t, err) + require.Len(t, rows, 1) + require.EqualValues(t, 6, rows[0]["ids"]) + + // Exact queries fail with a clear error instead of silently returning approximate values. + _, err = resolveMetrics(t, rt, instanceID, map[string]any{ + "measures": []map[string]any{{"name": "records", "exact": true}}, + }) + require.ErrorContains(t, err, "exact measures are disabled") + + // Including when the exact measure is requested inside a filter subquery. + _, err = resolveMetrics(t, rt, instanceID, map[string]any{ + "dimensions": []map[string]any{{"name": "publisher"}}, + "measures": []map[string]any{{"name": "records"}}, + "where": recordsFilterSubquery(0, true), + }) + require.ErrorContains(t, err, "exact measures are disabled") +} diff --git a/runtime/metricsview/executor/executor_rewrite_druid_exactify.go b/runtime/metricsview/executor/executor_rewrite_druid_exactify.go index 8676a18eb778..204b520e9e3a 100644 --- a/runtime/metricsview/executor/executor_rewrite_druid_exactify.go +++ b/runtime/metricsview/executor/executor_rewrite_druid_exactify.go @@ -15,6 +15,7 @@ import ( // and then adding those dimension values as a filter in the outer query. The specific filter in the second query leads to more accurate measure values being returned. // For more details on this approach, see: https://druid.apache.org/docs/latest/querying/topnquery/#aliasing. // It returns the `dim IN (...)` expression it appended to the WHERE clause, or nil if the query was not rewritten. +// The inner query copies the exact measures resolved for the query (see rewriteQueryExactMeasures), so both rank the dimension values with the same precision. func (e *Executor) rewriteQueryDruidExactify(ctx context.Context, qry *metricsview.Query) (*metricsview.Expression, error) { // Check if it's enabled. if !e.instanceCfg.MetricsExactifyDruidTopN { @@ -49,6 +50,7 @@ func (e *Executor) rewriteQueryDruidExactify(ctx context.Context, qry *metricsvi UseDisplayNames: false, Rows: false, QueryLimits: qry.QueryLimits, + ExactMeasures: qry.ExactMeasures, UnusedFields: nil, } //exhaustruct:enforce diff --git a/runtime/metricsview/executor/executor_rewrite_exact_measures.go b/runtime/metricsview/executor/executor_rewrite_exact_measures.go new file mode 100644 index 000000000000..39767de13f3c --- /dev/null +++ b/runtime/metricsview/executor/executor_rewrite_exact_measures.go @@ -0,0 +1,23 @@ +package executor + +import ( + "errors" + + "github.com/rilldata/rill/runtime/metricsview" +) + +// rewriteQueryExactMeasures resolves which measures the query computes with their exact_expression and stores the set on the query (see metricsview.Query.ExactMeasures). +// It runs before any other rewrite, so that the AST and every query derived from this one (the totals of percent-of-total measures, the first phase of a two-phase comparison, the inner query of a Druid TopN, filter subqueries) +// copy the same set instead of resolving their own from the measures they keep. +// A query that already carries a set, such as the base query of a two-phase comparison, keeps it. +// It returns an error if the query computes any measure exactly while the instance has disabled exact measures (rill.metrics.exact_measures=false). +// It errors rather than ignoring the flags, so clients never present approximate values as exact. +func (e *Executor) rewriteQueryExactMeasures(qry *metricsview.Query) error { + if qry.ExactMeasures == nil { + qry.ExactMeasures = metricsview.ExactMeasureSet(e.metricsView, qry) + } + if len(qry.ExactMeasures) > 0 && !e.instanceCfg.MetricsExactMeasures { + return errors.New("exact measures are disabled for this instance (rill.metrics.exact_measures=false)") + } + return nil +} diff --git a/runtime/metricsview/executor/executor_rewrite_percent_of_totals.go b/runtime/metricsview/executor/executor_rewrite_percent_of_totals.go index 6b089b4ad486..f718d40a9e26 100644 --- a/runtime/metricsview/executor/executor_rewrite_percent_of_totals.go +++ b/runtime/metricsview/executor/executor_rewrite_percent_of_totals.go @@ -9,6 +9,8 @@ import ( "github.com/rilldata/rill/runtime/metricsview" ) +// rewritePercentOfTotals runs a totals query for the base measures of the query's percent-of-total measures and stores the totals on them. +// The totals query copies the exact measures resolved for the query (see rewriteQueryExactMeasures), so every total has the same precision as the values it divides. func (e *Executor) rewritePercentOfTotals(ctx context.Context, qry *metricsview.Query) error { var measures []metricsview.Measure var measureIndices []int @@ -46,6 +48,7 @@ func (e *Executor) rewritePercentOfTotals(ctx context.Context, qry *metricsview. UseDisplayNames: false, Rows: false, QueryLimits: qry.QueryLimits, + ExactMeasures: qry.ExactMeasures, UnusedFields: nil, } //exhaustruct:enforce diff --git a/runtime/metricsview/executor/executor_rewrite_rollup.go b/runtime/metricsview/executor/executor_rewrite_rollup.go index b2e9fc60bc5d..fa43eafc7a13 100644 --- a/runtime/metricsview/executor/executor_rewrite_rollup.go +++ b/runtime/metricsview/executor/executor_rewrite_rollup.go @@ -41,6 +41,7 @@ const ( const ( skipRawRows = "raw_rows" skipNonPrimaryTimeDimension = "non_primary_time_dimension" + skipExactMeasures = "exact_measures" ) // Rollup routing decides whether a metrics query can be served from a @@ -48,7 +49,7 @@ const ( // // Routing decision: // -// 1. Quick disqualification: raw-row queries and queries referencing a non-primary time dimension are skipped. +// 1. Quick disqualification: raw-row queries, queries referencing a non-primary time dimension, and queries that compute measures exactly are skipped. // // 2. Eligibility (per rollup): a rollup is eligible only if all of these hold: // a. Query time grain is derivable from the rollup grain (e.g. month from day). @@ -121,6 +122,20 @@ func (e *Executor) rewriteQueryForRollup(ctx context.Context, qry *metricsview.Q return nil, nil } + // Disqualify: queries that compute measures with their exact_expression. + // Exact aggregates (e.g. exact distinct counts) cannot be computed from pre-aggregated rows. + // This is keyed on the exact measures resolved by rewriteQueryExactMeasures, so an `exact` flag on a measure without an exact_expression keeps the rollup eligible. + if len(qry.ExactMeasures) > 0 { + _, span := tracer.Start(ctx, "rollup.selection") + span.SetAttributes( + attribute.Int("rollup.candidate_count", len(e.metricsView.Rollups)), + attribute.String("rollup.result", "skipped"), + attribute.String("rollup.skip_reason", skipExactMeasures), + ) + span.End() + return nil, nil + } + // Extract the time grain from the query (from time floor dimensions) queryGrain := extractQueryTimeGrain(qry) diff --git a/runtime/metricsview/executor/executor_rewrite_rollup_test.go b/runtime/metricsview/executor/executor_rewrite_rollup_test.go index af36cf82d6b9..8f1d5bc599c5 100644 --- a/runtime/metricsview/executor/executor_rewrite_rollup_test.go +++ b/runtime/metricsview/executor/executor_rewrite_rollup_test.go @@ -623,3 +623,44 @@ func TestNormalizeTimezone(t *testing.T) { _, err := normalizeTimezone("Not/A_Timezone") require.Error(t, err) } + +func TestRewriteQueryForRollup_ExactMeasureSkipped(t *testing.T) { + // Exact aggregates cannot be computed from pre-aggregated rows, so a query whose exact set is non-empty skips rollups. + e := &Executor{ + metricsView: &runtimev1.MetricsViewSpec{ + Table: "base_table", + TimeDimension: "timestamp", + Dimensions: []*runtimev1.MetricsViewSpec_Dimension{ + {Name: "publisher", Column: "publisher"}, + }, + Measures: []*runtimev1.MetricsViewSpec_Measure{ + {Name: "users", Expression: `approx_count_distinct("user_id")`, ExactExpression: `count(DISTINCT "user_id")`}, + {Name: "users_per_publisher", Expression: "users / 2", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_DERIVED, ReferencedMeasures: []string{"users"}}, + }, + Rollups: []*runtimev1.MetricsViewSpec_Rollup{ + { + Table: "daily_rollup", + TimeGrain: runtimev1.TimeGrain_TIME_GRAIN_DAY, + Dimensions: []string{"publisher"}, + Measures: []string{"users", "users_per_publisher"}, + }, + }, + }, + } + + for _, measures := range [][]metricsview.Measure{ + {{Name: "users", Exact: true}}, + {{Name: "users_prev", Compute: &metricsview.MeasureCompute{ComparisonValue: &metricsview.MeasureComputeComparisonValue{Measure: "users"}}, Exact: true}}, + } { + qry := &metricsview.Query{ + Dimensions: []metricsview.Dimension{{Name: "publisher"}}, + Measures: measures, + } + // Resolved by rewriteQueryExactMeasures before this rewrite runs. + qry.ExactMeasures = metricsview.ExactMeasureSet(e.metricsView, qry) + result, err := e.rewriteQueryForRollup(context.Background(), qry) + require.NoError(t, err) + require.Nil(t, result) + require.Equal(t, "base_table", e.LatestQueryTable()) + } +} diff --git a/runtime/metricsview/executor/executor_rewrite_two_phase_comparisons.go b/runtime/metricsview/executor/executor_rewrite_two_phase_comparisons.go index 2e42cc5c09ef..462956180991 100644 --- a/runtime/metricsview/executor/executor_rewrite_two_phase_comparisons.go +++ b/runtime/metricsview/executor/executor_rewrite_two_phase_comparisons.go @@ -10,6 +10,8 @@ import ( ) // rewriteTwoPhaseComparisons rewrites the query to query base time range first and then use the results to query the comparison time range. +// The base query drops the comparison measures but copies the exact measures resolved for the full query (see rewriteQueryExactMeasures), +// so a flagged comparison measure makes its base measure exact in both phases. func (e *Executor) rewriteTwoPhaseComparisons(ctx context.Context, qry *metricsview.Query, ast *metricsview.AST, ogLimit *int64) (bool, error) { if qry.Limit == nil || (*qry.Limit > e.instanceCfg.MetricsApproxComparisonTwoPhaseLimit) { return false, nil @@ -62,6 +64,7 @@ func (e *Executor) rewriteTwoPhaseComparisons(ctx context.Context, qry *metricsv UseDisplayNames: false, Rows: false, QueryLimits: qry.QueryLimits, + ExactMeasures: qry.ExactMeasures, UnusedFields: nil, } //exhaustruct:enforce diff --git a/runtime/metricsview/executor/executor_validate.go b/runtime/metricsview/executor/executor_validate.go index 7e3fbbf0fed0..351e3bf695d0 100644 --- a/runtime/metricsview/executor/executor_validate.go +++ b/runtime/metricsview/executor/executor_validate.go @@ -360,7 +360,8 @@ func (e *Executor) validateAndNormalizeRollups(ctx context.Context, mv *runtimev if m.Type != runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE || m.Window != nil { continue } - if err := e.validateMeasure(ctx, t, m); err != nil { + // Only the default expression is validated against the rollup table: exact queries never route to rollups. + if err := e.validateMeasureExpression(ctx, t, m.Expression); err != nil { res.OtherErrs = append(res.OtherErrs, fmt.Errorf("rollup[%d]: invalid expression for measure %q: %w", i, m.Name, err)) } } @@ -520,6 +521,9 @@ func (e *Executor) validateAllDimensionsAndMeasures(ctx context.Context, t *driv continue } metricExprs = append(metricExprs, "("+m.Expression+")") + if m.ExactExpression != "" { + metricExprs = append(metricExprs, "("+m.ExactExpression+")") + } } var query string if len(dimExprs) == 0 && len(metricExprs) == 0 { @@ -595,7 +599,7 @@ func (e *Executor) validateIndividualDimensionsAndMeasures(ctx context.Context, idx := idx m := m grp.Go(func() error { - err := e.validateMeasure(ctx, t, m) + err := e.validateMeasureExpression(ctx, t, m.Expression) if err != nil { mu.Lock() defer mu.Unlock() @@ -607,6 +611,23 @@ func (e *Executor) validateIndividualDimensionsAndMeasures(ctx context.Context, } return nil }) + + if m.ExactExpression == "" { + continue + } + grp.Go(func() error { + err := e.validateMeasureExpression(ctx, t, m.ExactExpression) + if err != nil { + mu.Lock() + defer mu.Unlock() + + res.MeasureErrs = append(res.MeasureErrs, IndexErr{ + Idx: idx, + Err: fmt.Errorf("invalid exact_expression for measure %q: %w", m.Name, err), + }) + } + return nil + }) } // Wait for all validations to complete @@ -831,10 +852,10 @@ func (e *Executor) validateLookupGroupByKey(ctx context.Context, t *drivers.Olap return nil } -// validateMeasure validates a metrics view measure. -func (e *Executor) validateMeasure(ctx context.Context, t *drivers.OlapTable, m *runtimev1.MetricsViewSpec_Measure) error { +// validateMeasureExpression validates a metrics view measure's expression (or exact_expression) with a dry run. +func (e *Executor) validateMeasureExpression(ctx context.Context, t *drivers.OlapTable, expr string) error { err := e.olap.Exec(ctx, &drivers.Statement{ - Query: fmt.Sprintf("SELECT 1, (%s) FROM %s GROUP BY 1", m.Expression, e.olap.Dialect().EscapeTable(t.Database, t.DatabaseSchema, t.Name)), + Query: fmt.Sprintf("SELECT 1, (%s) FROM %s GROUP BY 1", expr, e.olap.Dialect().EscapeTable(t.Database, t.DatabaseSchema, t.Name)), DryRun: true, QueryAttributes: e.queryAttributes, }) @@ -864,8 +885,7 @@ func (e *Executor) validateAndRewriteSchema(ctx context.Context, res *ValidateMe continue } - switch typ.Code { - case runtimev1.Type_CODE_TIMESTAMP, runtimev1.Type_CODE_DATE, runtimev1.Type_CODE_TIME, runtimev1.Type_CODE_STRING, runtimev1.Type_CODE_BYTES, runtimev1.Type_CODE_ARRAY, runtimev1.Type_CODE_STRUCT, runtimev1.Type_CODE_MAP, runtimev1.Type_CODE_JSON, runtimev1.Type_CODE_UUID: + if !isNumericMeasureType(typ) { res.MeasureErrs = append(res.MeasureErrs, IndexErr{ Idx: i, Err: fmt.Errorf("measure %q is of type %s, but must be a numeric type", m.Name, typ.Code), @@ -874,6 +894,12 @@ func (e *Executor) validateAndRewriteSchema(ctx context.Context, res *ValidateMe m.DataType = typ } + // Check that the exact expressions are not strings either. The DataType stays that of the default expression. + err = e.validateExactExpressionTypes(ctx, res) + if err != nil { + return err + } + // Populate the dimension types and data types for _, d := range e.metricsView.Dimensions { // Find the dimension's data type, and infer the dimension type @@ -912,3 +938,56 @@ func (e *Executor) validateAndRewriteSchema(ctx context.Context, res *ValidateMe return nil } + +// validateExactExpressionTypes checks that measures with an exact_expression produce a numeric type when computed exactly. +// It is a no-op when no measure defines an exact_expression, so the extra schema query only runs for metrics views that use the feature. +func (e *Executor) validateExactExpressionTypes(ctx context.Context, res *ValidateMetricsViewResult) error { + hasExact := false + for _, m := range e.metricsView.Measures { + if m.ExactExpression != "" { + hasExact = true + break + } + } + if !hasExact { + return nil + } + + schema, err := e.ExactSchema(ctx) + if err != nil { + return err + } + types := make(map[string]*runtimev1.Type, len(schema.Fields)) + for _, f := range schema.Fields { + types[strings.ToLower(f.Name)] = f.Type + } + + for i, m := range e.metricsView.Measures { + if m.ExactExpression == "" { + continue + } + typ, ok := types[strings.ToLower(m.Name)] + if !ok { + // Don't error: schemas are not always reliable + continue + } + if !isNumericMeasureType(typ) { + res.MeasureErrs = append(res.MeasureErrs, IndexErr{ + Idx: i, + Err: fmt.Errorf("exact_expression of measure %q is of type %s, but must be a numeric type", m.Name, typ.Code), + }) + } + } + + return nil +} + +// isNumericMeasureType returns false for types that a measure must not have (strings, timestamps, composite types). +func isNumericMeasureType(typ *runtimev1.Type) bool { + switch typ.Code { + case runtimev1.Type_CODE_TIMESTAMP, runtimev1.Type_CODE_DATE, runtimev1.Type_CODE_TIME, runtimev1.Type_CODE_STRING, runtimev1.Type_CODE_BYTES, runtimev1.Type_CODE_ARRAY, runtimev1.Type_CODE_STRUCT, runtimev1.Type_CODE_MAP, runtimev1.Type_CODE_JSON, runtimev1.Type_CODE_UUID: + return false + default: + return true + } +} diff --git a/runtime/metricsview/executor/executor_validate_test.go b/runtime/metricsview/executor/executor_validate_test.go index ce8e6aec97be..55545835199d 100644 --- a/runtime/metricsview/executor/executor_validate_test.go +++ b/runtime/metricsview/executor/executor_validate_test.go @@ -546,3 +546,61 @@ measures: }) } } + +func TestValidateMetricsViewExactExpression(t *testing.T) { + rt, instanceID := testruntime.NewInstanceForProject(t, "ad_bids") + + newMetricsView := func(measures ...*runtimev1.MetricsViewSpec_Measure) *runtimev1.MetricsViewSpec { + return &runtimev1.MetricsViewSpec{ + Connector: "duckdb", + Table: "ad_bids", + DisplayName: "Ad Bids", + TimeDimension: "timestamp", + Dimensions: []*runtimev1.MetricsViewSpec_Dimension{ + {Name: "publisher", Column: "publisher"}, + }, + Measures: measures, + } + } + + validate := func(t *testing.T, mv *runtimev1.MetricsViewSpec) *executor.ValidateMetricsViewResult { + e, err := executor.New(context.Background(), rt, instanceID, mv, false, runtime.ResolvedSecurityOpen, 0, nil) + require.NoError(t, err) + res, err := e.ValidateAndNormalizeMetricsView(context.Background()) + require.NoError(t, err) + require.Empty(t, res.TimeDimensionErr) + require.Empty(t, res.DimensionErrs) + require.Empty(t, res.OtherErrs) + return res + } + + t.Run("valid exact expression", func(t *testing.T) { + mv := newMetricsView( + &runtimev1.MetricsViewSpec_Measure{Name: "publishers", Expression: "approx_count_distinct(publisher)", ExactExpression: "count(DISTINCT publisher)", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + ) + res := validate(t, mv) + require.Empty(t, res.MeasureErrs) + // The data type comes from the default expression. + require.NotNil(t, mv.Measures[0].DataType) + }) + + t.Run("invalid exact expression", func(t *testing.T) { + res := validate(t, newMetricsView( + &runtimev1.MetricsViewSpec_Measure{Name: "records", Expression: "count(*)", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + &runtimev1.MetricsViewSpec_Measure{Name: "publishers", Expression: "approx_count_distinct(publisher)", ExactExpression: "MAX(COUNT(DISTINCT publisher))", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + )) + require.Len(t, res.MeasureErrs, 1) + require.Equal(t, 1, res.MeasureErrs[0].Idx) + require.ErrorContains(t, res.MeasureErrs[0].Err, `invalid exact_expression for measure "publishers"`) + }) + + t.Run("non-numeric exact expression", func(t *testing.T) { + res := validate(t, newMetricsView( + &runtimev1.MetricsViewSpec_Measure{Name: "records", Expression: "count(*)", ExactExpression: "max(publisher)", Type: runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE}, + )) + require.Len(t, res.MeasureErrs, 1) + require.Equal(t, 0, res.MeasureErrs[0].Idx) + require.ErrorContains(t, res.MeasureErrs[0].Err, "must be a numeric type") + require.ErrorContains(t, res.MeasureErrs[0].Err, "exact_expression") + }) +} diff --git a/runtime/metricsview/query.go b/runtime/metricsview/query.go index ec25ecb66668..b15292391aac 100644 --- a/runtime/metricsview/query.go +++ b/runtime/metricsview/query.go @@ -29,8 +29,12 @@ type Query struct { UseDisplayNames bool `json:"use_display_names" mapstructure:"use_display_names"` Rows bool `json:"rows" mapstructure:"rows"` - QueryLimits *QueryLimits `json:"query_limits,omitempty" mapstructure:"query_limits"` - UnusedFields map[string]any `json:"-" mapstructure:",remain"` + QueryLimits *QueryLimits `json:"query_limits,omitempty" mapstructure:"query_limits"` + // ExactMeasures is the resolved set of metrics view measures computed with their exact_expression (see ExactMeasureSet). + // The executor resolves it once per query before any rewrite, and queries derived from it (totals, two-phase base queries, Druid TopN inner queries, filter subqueries) copy it, + // so that every part of a query computes a measure with the same precision. It is derived from the measures' Exact flags and is not part of the query's wire format. + ExactMeasures map[string]bool `json:"-" mapstructure:"-"` + UnusedFields map[string]any `json:"-" mapstructure:",remain"` } type Dimension struct { @@ -50,6 +54,10 @@ type DimensionComputeTimeFloor struct { type Measure struct { Name string `json:"name,omitempty" mapstructure:"name"` Compute *MeasureCompute `json:"compute,omitempty" mapstructure:"compute"` + // Exact computes the measure with its exact_expression instead of its (approximate) expression. + // A measure flagged anywhere in a query (including in a filter subquery) is computed exactly everywhere in it; a derived measure is calculated from the measures as the query computes them. + // It is a no-op for measures without an exact_expression, which only simple measures define. See ExactMeasureSet. + Exact bool `json:"exact,omitempty" mapstructure:"exact"` } type MeasureCompute struct { @@ -644,6 +652,10 @@ const QueryJSONSchema = ` "compute": { "$ref": "#/$defs/MeasureCompute", "description": "Optionally configure a derived measure, such as a comparison." + }, + "exact": { + "type": "boolean", + "description": "Compute the measure with its exact_expression when the metrics view defines one (slower). Defaults to false (approximate)." } }, "required": ["name"] diff --git a/runtime/parser/parse_metrics_view.go b/runtime/parser/parse_metrics_view.go index 571c9825937e..e165254e102f 100644 --- a/runtime/parser/parse_metrics_view.go +++ b/runtime/parser/parse_metrics_view.go @@ -62,6 +62,7 @@ type MetricsViewYAML struct { Description string Type string Expression string + ExactExpression string `yaml:"exact_expression"` Window *MetricsViewMeasureWindow Per MetricsViewFieldSelectorsYAML Requires MetricsViewFieldSelectorsYAML @@ -486,6 +487,10 @@ func (p *Parser) parseMetricsView(node *Node) error { return fmt.Errorf(`cannot set both "format_preset" and "format_d3" for a measure`) } + if measure.ExactExpression != "" && measure.Expression == "" { + return fmt.Errorf(`measure %q: "exact_expression" can only be set if "expression" is set`, measure.Name) + } + var formatD3Locale *structpb.Struct if measure.FormatD3Locale != nil { if measure.FormatD3 == "" { @@ -595,11 +600,17 @@ func (p *Parser) parseMetricsView(node *Node) error { return fmt.Errorf(`invalid measure type %q (allowed values: simple, derived, time_comparison)`, measure.Type) } + // Derived measures are calculated from the measures as a query computes them, so only simple measures have an exact variant. + if measure.ExactExpression != "" && (typ != runtimev1.MetricsViewSpec_MEASURE_TYPE_SIMPLE || window != nil) { + return fmt.Errorf(`measure %q: "exact_expression" can only be set on simple measures without a window`, measure.Name) + } + measures = append(measures, &runtimev1.MetricsViewSpec_Measure{ Name: measure.Name, DisplayName: measure.DisplayName, Description: measure.Description, Expression: measure.Expression, + ExactExpression: measure.ExactExpression, Type: typ, Window: window, PerDimensions: perDimensions, diff --git a/runtime/parser/parse_metrics_view_test.go b/runtime/parser/parse_metrics_view_test.go index 1106f28e2b06..97e42c0ef5ba 100644 --- a/runtime/parser/parse_metrics_view_test.go +++ b/runtime/parser/parse_metrics_view_test.go @@ -1285,3 +1285,92 @@ explore: require.Nil(t, e3.DimensionsSelector) require.Equal(t, &runtimev1.FieldSelector{Selector: &runtimev1.FieldSelector_Regex{Regex: "count.*"}}, e3.MeasuresSelector) } + +func TestMetricsViewExactExpression(t *testing.T) { + ctx := context.Background() + + t.Run("parsed into the spec", func(t *testing.T) { + repo := makeRepo(t, map[string]string{ + `rill.yaml`: ``, + `models/m1.sql`: `SELECT 1 AS user_id`, + `metrics_views/mv1.yaml`: ` +type: metrics_view +version: 1 +model: m1 +measures: +- name: users + expression: approx_count_distinct(user_id) + exact_expression: count(DISTINCT user_id) +- name: records + expression: count(*) +`, + }) + p, err := Parse(ctx, repo, "", "", "duckdb", true) + require.NoError(t, err) + require.Empty(t, p.Errors) + + mv := p.Resources[ResourceName{Kind: ResourceKindMetricsView, Name: "mv1"}] + require.NotNil(t, mv) + require.Len(t, mv.MetricsViewSpec.Measures, 2) + require.Equal(t, "approx_count_distinct(user_id)", mv.MetricsViewSpec.Measures[0].Expression) + require.Equal(t, "count(DISTINCT user_id)", mv.MetricsViewSpec.Measures[0].ExactExpression) + require.Empty(t, mv.MetricsViewSpec.Measures[1].ExactExpression) + }) + + t.Run("requires expression", func(t *testing.T) { + repo := makeRepo(t, map[string]string{ + `rill.yaml`: ``, + `models/m1.sql`: `SELECT 1 AS user_id`, + `metrics_views/mv1.yaml`: ` +type: metrics_view +version: 1 +model: m1 +measures: +- name: users + exact_expression: count(DISTINCT user_id) +`, + }) + p, err := Parse(ctx, repo, "", "", "duckdb", true) + require.NoError(t, err) + require.NotEmpty(t, p.Errors) + require.Contains(t, p.Errors[0].Message, `"exact_expression" can only be set if "expression" is set`) + }) + + t.Run("only on simple measures without a window", func(t *testing.T) { + for name, measure := range map[string]string{ + "derived": ` +- name: users_per_record + requires: [records] + expression: records / 2 + exact_expression: records / 2 +`, + "window": ` +- name: running_users + expression: approx_count_distinct(user_id) + exact_expression: count(DISTINCT user_id) + window: + order: ts +`, + } { + t.Run(name, func(t *testing.T) { + repo := makeRepo(t, map[string]string{ + `rill.yaml`: ``, + `models/m1.sql`: `SELECT 1 AS user_id, now() AS ts`, + `metrics_views/mv1.yaml`: ` +type: metrics_view +version: 1 +model: m1 +timeseries: ts +measures: +- name: records + expression: count(*) +` + measure, + }) + p, err := Parse(ctx, repo, "", "", "duckdb", true) + require.NoError(t, err) + require.NotEmpty(t, p.Errors) + require.Contains(t, p.Errors[0].Message, `"exact_expression" can only be set on simple measures without a window`) + }) + } + }) +} diff --git a/runtime/parser/schema/project.schema.yaml b/runtime/parser/schema/project.schema.yaml index 7980ab4c22e6..a43fdc8a53ae 100644 --- a/runtime/parser/schema/project.schema.yaml +++ b/runtime/parser/schema/project.schema.yaml @@ -2327,6 +2327,9 @@ definitions: expression: type: string description: a combination of operators and functions for aggregations + exact_expression: + type: string + description: 'An optional exact variant of `expression` for measures whose default expression is approximate (e.g. `expression: uniq(user_id)` with `exact_expression: uniqExact(user_id)` in ClickHouse, or `approx_count_distinct(user_id)` with `count(DISTINCT user_id)` in DuckDB). Dashboards show the approximate value by default and only use the exact expression when a viewer or query explicitly asks for exact values. It shares all other measure settings with `expression`. Only simple measures without a `window` can define it: derived measures are calculated from the measures as a query computes them.' window: description: A measure window can be defined as a keyword string (e.g. 'time' or 'all') or an object with detailed window configuration. For more information, see the [window functions](/developers/build/metrics-view/measures/windows) documentation. anyOf: diff --git a/runtime/parser/schema/rillyaml.schema.yaml b/runtime/parser/schema/rillyaml.schema.yaml index 23cef9cd5cb8..c14c90ebcc54 100644 --- a/runtime/parser/schema/rillyaml.schema.yaml +++ b/runtime/parser/schema/rillyaml.schema.yaml @@ -173,6 +173,9 @@ allOf: rill.metrics.approximate_comparisons_two_phase_limit: type: integer description: "Row-limit threshold under which metrics comparison queries use a two-phase strategy (base values first, comparison values second). Default: 250." + rill.metrics.exact_measures: + type: boolean + description: "Allow queries to compute measures with their `exact_expression` when requested (per measure, with `exact: true`). When false, any query that would compute a measure exactly fails with an error; a flag on a measure without an `exact_expression` stays a no-op. Acts as a kill switch for expensive exact aggregations. Default: true." rill.metrics.exactify_druid_topn: type: boolean description: "Split Druid TopN queries into two queries to improve measure accuracy, at the cost of performance. Default: false." diff --git a/runtime/queries/metricsview_aggregation.go b/runtime/queries/metricsview_aggregation.go index 36cac9f678ae..f33fb3ce21db 100644 --- a/runtime/queries/metricsview_aggregation.go +++ b/runtime/queries/metricsview_aggregation.go @@ -36,7 +36,6 @@ type MetricsViewAggregation struct { PivotOn []string `json:"pivot_on,omitempty"` SecurityClaims *runtime.SecurityClaims `json:"security_claims,omitempty"` Aliases []*runtimev1.MetricsViewComparisonMeasureAlias `json:"aliases,omitempty"` - Exact bool `json:"exact,omitempty"` FillMissing bool `json:"fill_missing,omitempty"` Rows bool `json:"rows,omitempty"` ExecutionTime *time.Time `json:"execution_time,omitempty"` @@ -312,7 +311,7 @@ func (q *MetricsViewAggregation) rewriteToMetricsViewQuery(export bool) (*metric var measureFilter *runtimev1.Expression for _, m := range q.Measures { - res := metricsview.Measure{Name: m.Name} + res := metricsview.Measure{Name: m.Name, Exact: m.Exact} switch m.BuiltinMeasure { case runtimev1.BuiltinMeasure_BUILTIN_MEASURE_COUNT: res.Compute = &metricsview.MeasureCompute{Count: true} diff --git a/runtime/queries/metricsview_comparison_toplist.go b/runtime/queries/metricsview_comparison_toplist.go index b4c538a8341f..006e14b9f4f6 100644 --- a/runtime/queries/metricsview_comparison_toplist.go +++ b/runtime/queries/metricsview_comparison_toplist.go @@ -36,7 +36,6 @@ type MetricsViewComparison struct { HavingSQL string `json:"having_sql,omitempty"` Filter *runtimev1.MetricsViewFilter `json:"filter"` // Backwards compatibility Aliases []*runtimev1.MetricsViewComparisonMeasureAlias `json:"aliases,omitempty"` - Exact bool `json:"exact"` SecurityClaims *runtime.SecurityClaims `json:"security_claims,omitempty"` ExecutionTime *time.Time `json:"execution_time,omitempty"` @@ -261,7 +260,7 @@ func (q *MetricsViewComparison) rewriteToMetricsViewQuery(export bool) (*metrics var measureFilter *runtimev1.Expression for _, m := range q.Measures { - res := metricsview.Measure{Name: m.Name} + res := metricsview.Measure{Name: m.Name, Exact: m.Exact} switch m.BuiltinMeasure { case runtimev1.BuiltinMeasure_BUILTIN_MEASURE_COUNT: res.Compute = &metricsview.MeasureCompute{Count: true} diff --git a/runtime/queries/metricsview_comparison_toplist_benchmark_test.go b/runtime/queries/metricsview_comparison_toplist_benchmark_test.go index 29b074200409..3be614fbcd25 100644 --- a/runtime/queries/metricsview_comparison_toplist_benchmark_test.go +++ b/runtime/queries/metricsview_comparison_toplist_benchmark_test.go @@ -91,7 +91,6 @@ func BenchmarkMetricsViewsComparison_nocompare_all(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -131,7 +130,6 @@ func BenchmarkMetricsViewsComparison_compare_spending(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -174,7 +172,6 @@ func BenchmarkMetricsViewsComparison_nocompare_all_spending(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -223,7 +220,6 @@ func BenchmarkMetricsViewsComparison_delta_compare(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -291,7 +287,6 @@ func BenchmarkMetricsViewsComparison_delta_compare_with_having(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -334,7 +329,6 @@ func BenchmarkMetricsViewsComparison_delta_nocompare_all(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -374,7 +368,6 @@ func BenchmarkMetricsViewsComparison_delta_compare_spending(b *testing.B) { }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -417,7 +410,6 @@ func BenchmarkMetricsViewsComparison_delta_nocompare_all_spending(b *testing.B) }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -457,7 +449,6 @@ func BenchmarkMetricsViewsComparison_delta_high_cardinality_compare_spending(b * }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -497,7 +488,6 @@ func BenchmarkMetricsViewsComparison_delta_high_cardinality_compare_spending_app }, }, Limit: 250, - Exact: false, SecurityClaims: testClaims(), } @@ -540,7 +530,6 @@ func BenchmarkMetricsViewsComparison_delta_high_cardinality_nocompare_all_spendi }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -580,7 +569,6 @@ func BenchmarkMetricsViewsComparison_high_cardinality_compare_spending(b *testin }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } @@ -620,7 +608,6 @@ func BenchmarkMetricsViewsComparison_high_cardinality_compare_spending_approxima }, }, Limit: 250, - Exact: false, SecurityClaims: testClaims(), } @@ -660,7 +647,6 @@ func BenchmarkMetricsViewsComparison_delta_high_cardinality_compare_spending_app }, }, Limit: 250 * 2, - Exact: false, SecurityClaims: testClaims(), } @@ -699,7 +685,6 @@ func BenchmarkMetricsViewsComparison_delta_high_cardinality_compare_spending_app }, }, Limit: 250 * 5, - Exact: false, SecurityClaims: testClaims(), } @@ -742,7 +727,6 @@ func BenchmarkMetricsViewsComparison_high_cardinality_nocompare_all_spending(b * }, }, Limit: 250, - Exact: true, SecurityClaims: testClaims(), } diff --git a/runtime/queries/metricsview_exact_test.go b/runtime/queries/metricsview_exact_test.go new file mode 100644 index 000000000000..f519da981659 --- /dev/null +++ b/runtime/queries/metricsview_exact_test.go @@ -0,0 +1,89 @@ +package queries_test + +import ( + "testing" + + runtimev1 "github.com/rilldata/rill/proto/gen/rill/runtime/v1" + "github.com/rilldata/rill/runtime/queries" + "github.com/rilldata/rill/runtime/testruntime" + "github.com/stretchr/testify/require" +) + +// The exact expression is deliberately different from the default one (rather than a real approximate/exact pair), +// so that the tests can tell which expression was used. +var exactMeasuresTestFiles = map[string]string{ + "rill.yaml": "", + "m1.sql": `SELECT * FROM (VALUES + (TIMESTAMP '2024-01-01 00:00:00', 'a'), + (TIMESTAMP '2024-01-02 00:00:00', 'b'), + (TIMESTAMP '2024-01-02 00:00:00', 'a') +) t(ts, publisher)`, + "mv1.yaml": ` +type: metrics_view +model: m1 +timeseries: ts +dimensions: + - name: publisher + column: publisher +measures: + - name: records + expression: count(*) + exact_expression: count(*) + 100 +`, +} + +func TestMetricsViewAggregation_exact(t *testing.T) { + rt, instanceID := testruntime.NewInstanceWithOptions(t, testruntime.InstanceOptions{Files: exactMeasuresTestFiles}) + testruntime.RequireReconcileState(t, rt, instanceID, -1, 0, 0) + + tests := []struct { + name string + measures []*runtimev1.MetricsViewAggregationMeasure + want float64 + }{ + {name: "approximate by default", measures: []*runtimev1.MetricsViewAggregationMeasure{{Name: "records"}}, want: 3}, + {name: "measure-level flag", measures: []*runtimev1.MetricsViewAggregationMeasure{{Name: "records", Exact: true}}, want: 103}, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + q := &queries.MetricsViewAggregation{ + MetricsViewName: "mv1", + Measures: tt.measures, + SecurityClaims: testClaims(), + } + require.NoError(t, q.Resolve(t.Context(), rt, instanceID, 0)) + require.Len(t, q.Result.Data, 1) + require.Equal(t, tt.want, q.Result.Data[0].Fields["records"].GetNumberValue()) + }) + } +} + +func TestMetricsViewTimeSeries_exact(t *testing.T) { + rt, instanceID := testruntime.NewInstanceWithOptions(t, testruntime.InstanceOptions{Files: exactMeasuresTestFiles}) + testruntime.RequireReconcileState(t, rt, instanceID, -1, 0, 0) + + tests := []struct { + name string + exactMeasureNames []string + want []float64 // per day, ordered by time + }{ + {name: "approximate by default", want: []float64{1, 2}}, + {name: "exact measure names", exactMeasureNames: []string{"records"}, want: []float64{101, 102}}, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + q := &queries.MetricsViewTimeSeries{ + MetricsViewName: "mv1", + MeasureNames: []string{"records"}, + ExactMeasureNames: tt.exactMeasureNames, + TimeGranularity: runtimev1.TimeGrain_TIME_GRAIN_DAY, + SecurityClaims: testClaims(), + } + require.NoError(t, q.Resolve(t.Context(), rt, instanceID, 0)) + require.Len(t, q.Result.Data, len(tt.want)) + for i, want := range tt.want { + require.Equal(t, want, q.Result.Data[i].Records.Fields["records"].GetNumberValue()) + } + }) + } +} diff --git a/runtime/queries/metricsview_timeseries.go b/runtime/queries/metricsview_timeseries.go index 504b8e445243..1caaecfcec51 100644 --- a/runtime/queries/metricsview_timeseries.go +++ b/runtime/queries/metricsview_timeseries.go @@ -27,20 +27,22 @@ type MetricsViewTimeSeries struct { // EphemeralMeasures are measures defined by the query rather than the metrics view. // Only the `expression` compute is supported for time series. EphemeralMeasures []*runtimev1.MetricsViewAggregationMeasure `json:"ephemeral_measures,omitempty"` - TimeStart *timestamppb.Timestamp `json:"time_start,omitempty"` - TimeEnd *timestamppb.Timestamp `json:"time_end,omitempty"` - Limit int64 `json:"limit,omitempty"` - Offset int64 `json:"offset,omitempty"` - Sort []*runtimev1.MetricsViewSort `json:"sort,omitempty"` - Where *runtimev1.Expression `json:"where,omitempty"` - WhereSQL string `json:"where_sql,omitempty"` - Filter *runtimev1.MetricsViewFilter `json:"filter,omitempty"` // backwards compatibility - Having *runtimev1.Expression `json:"having,omitempty"` - HavingSQL string `json:"having_sql,omitempty"` - TimeGranularity runtimev1.TimeGrain `json:"time_granularity,omitempty"` - TimeZone string `json:"time_zone,omitempty"` - SecurityClaims *runtime.SecurityClaims `json:"security_claims,omitempty"` - TimeDimension string `json:"time_dimension,omitempty"` + // ExactMeasureNames are the names of measures (from MeasureNames or EphemeralMeasures) to compute with their exact_expression. + ExactMeasureNames []string `json:"exact_measure_names,omitempty"` + TimeStart *timestamppb.Timestamp `json:"time_start,omitempty"` + TimeEnd *timestamppb.Timestamp `json:"time_end,omitempty"` + Limit int64 `json:"limit,omitempty"` + Offset int64 `json:"offset,omitempty"` + Sort []*runtimev1.MetricsViewSort `json:"sort,omitempty"` + Where *runtimev1.Expression `json:"where,omitempty"` + WhereSQL string `json:"where_sql,omitempty"` + Filter *runtimev1.MetricsViewFilter `json:"filter,omitempty"` // backwards compatibility + Having *runtimev1.Expression `json:"having,omitempty"` + HavingSQL string `json:"having_sql,omitempty"` + TimeGranularity runtimev1.TimeGrain `json:"time_granularity,omitempty"` + TimeZone string `json:"time_zone,omitempty"` + SecurityClaims *runtime.SecurityClaims `json:"security_claims,omitempty"` + TimeDimension string `json:"time_dimension,omitempty"` Result *runtimev1.MetricsViewTimeSeriesResponse `json:"-"` } @@ -393,8 +395,13 @@ func addToNew(t time.Time, d duration.Duration, tz *time.Location) time.Time { func (q *MetricsViewTimeSeries) rewriteToMetricsViewQuery(timeDimension string) (*metricsview.Query, error) { qry := &metricsview.Query{MetricsView: q.MetricsViewName} + exact := make(map[string]bool, len(q.ExactMeasureNames)) + for _, m := range q.ExactMeasureNames { + exact[m] = true + } + for _, m := range q.MeasureNames { - qry.Measures = append(qry.Measures, metricsview.Measure{Name: m}) + qry.Measures = append(qry.Measures, metricsview.Measure{Name: m, Exact: exact[m]}) } for _, m := range q.EphemeralMeasures { @@ -408,6 +415,7 @@ func (q *MetricsViewTimeSeries) rewriteToMetricsViewQuery(timeDimension string) Expression: c.Expression.Expression, DisplayName: c.Expression.DisplayName, }}, + Exact: m.Exact || exact[m.Name], }) } diff --git a/runtime/queries/proto.go b/runtime/queries/proto.go index 953d2b19669e..4d28b66aa164 100644 --- a/runtime/queries/proto.go +++ b/runtime/queries/proto.go @@ -58,7 +58,6 @@ func ProtoToQuery(q *runtimev1.Query, claims *runtime.SecurityClaims, executionT Where: req.Where, Having: req.Having, Filter: req.Filter, - Exact: req.Exact, SecurityClaims: claims, ExecutionTime: executionTime, }, nil @@ -103,7 +102,6 @@ func ProtoToExportQuery(q *runtimev1.Query, claims *runtime.SecurityClaims, limi PivotOn: r.PivotOn, SecurityClaims: claims, Aliases: r.Aliases, - Exact: r.Exact, Rows: r.Rows, ExecutionTime: executionTime, }, nil @@ -154,6 +152,7 @@ func ProtoToExportQuery(q *runtimev1.Query, claims *runtime.SecurityClaims, limi MetricsViewName: r.MetricsViewName, MeasureNames: r.MeasureNames, EphemeralMeasures: r.EphemeralMeasures, + ExactMeasureNames: r.ExactMeasureNames, TimeStart: r.TimeStart, TimeEnd: r.TimeEnd, Where: r.Where, diff --git a/runtime/server/queries_metrics.go b/runtime/server/queries_metrics.go index 5b975ec67c4f..7aab4671a603 100644 --- a/runtime/server/queries_metrics.go +++ b/runtime/server/queries_metrics.go @@ -72,7 +72,6 @@ func (s *Server) MetricsViewAggregation(ctx context.Context, req *runtimev1.Metr Offset: req.Offset, PivotOn: req.PivotOn, SecurityClaims: claims, - Exact: req.Exact, Aliases: req.Aliases, FillMissing: req.FillMissing, Rows: req.Rows, @@ -203,7 +202,6 @@ func (s *Server) MetricsViewComparison(ctx context.Context, req *runtimev1.Metri WhereSQL: req.WhereSql, Having: req.Having, HavingSQL: req.HavingSql, - Exact: req.Exact, Filter: req.Filter, SecurityClaims: claims, } @@ -247,6 +245,7 @@ func (s *Server) MetricsViewTimeSeries(ctx context.Context, req *runtimev1.Metri MetricsViewName: req.MetricsViewName, MeasureNames: req.MeasureNames, EphemeralMeasures: req.EphemeralMeasures, + ExactMeasureNames: req.ExactMeasureNames, TimeStart: req.TimeStart, TimeEnd: req.TimeEnd, TimeGranularity: req.TimeGranularity, diff --git a/runtime/server/queries_metrics_comparison_toplist_test.go b/runtime/server/queries_metrics_comparison_toplist_test.go index 0bc04f9887ac..61db10c1ef6b 100644 --- a/runtime/server/queries_metrics_comparison_toplist_test.go +++ b/runtime/server/queries_metrics_comparison_toplist_test.go @@ -97,7 +97,6 @@ func TestServer_MetricsViewComparison(t *testing.T) { Desc: false, }, }, - Exact: true, }) require.NoError(t, err) @@ -153,7 +152,6 @@ func TestServer_MetricsViewComparison_inline_measures(t *testing.T) { Desc: false, }, }, - Exact: true, }) require.NoError(t, err) @@ -208,7 +206,6 @@ func TestServer_MetricsViewComparison_nulls(t *testing.T) { Desc: false, }, }, - Exact: true, }) require.NoError(t, err) @@ -275,7 +272,6 @@ func TestServer_MetricsViewComparison_sort_by_base(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) @@ -333,7 +329,6 @@ func TestServer_MetricsViewComparison_sort_by_comparison(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) @@ -392,7 +387,6 @@ func TestServer_MetricsViewComparison_sort_by_abs_delta(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) @@ -450,7 +444,6 @@ func TestServer_MetricsViewComparison_sort_by_rel_delta(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) @@ -500,7 +493,6 @@ func TestServer_MetricsViewComparison_sort_error(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.Error(t, err) } @@ -544,7 +536,6 @@ func TestServer_MetricsViewComparison_sort_by_delta_limit_1(t *testing.T) { }, }, Limit: 1, - Exact: true, }) require.NoError(t, err) @@ -589,7 +580,6 @@ func TestServer_MetricsViewComparison_sort_by_base_limit_1(t *testing.T) { }, }, Limit: 1, - Exact: true, }) require.NoError(t, err) @@ -637,7 +627,6 @@ func TestServer_MetricsViewComparison_sort_by_base_filter(t *testing.T) { expressionpb.Identifier("domain"), []*runtimev1.Expression{expressionpb.Value(structpb.NewStringValue("yahoo.com"))}, ), - Exact: true, }) require.NoError(t, err) @@ -701,7 +690,6 @@ func TestServer_MetricsViewComparison_2_measures(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) @@ -764,7 +752,6 @@ func TestServer_MetricsViewComparison_dimension_expression(t *testing.T) { expressionpb.Identifier("dom"), expressionpb.Value(structpb.NewStringValue("%yahoo%")), ), - Exact: true, }) require.NoError(t, err) require.Len(t, tr.Rows, 4) @@ -809,7 +796,6 @@ func TestServer_MetricsViewComparison_dimension_expression_in_filter(t *testing. expressionpb.Identifier("tld"), []*runtimev1.Expression{expressionpb.Value(structpb.NewStringValue("yahoo.com")), expressionpb.Value(structpb.NewStringValue("google.com"))}, ), - Exact: true, }) require.NoError(t, err) require.Len(t, tr.Rows, 3) @@ -853,7 +839,6 @@ func TestServer_MetricsViewComparison_dimension_expression_like_filter(t *testin expressionpb.Identifier("tld"), expressionpb.Value(structpb.NewStringValue("%yahoo%")), ), - Exact: true, }) require.NoError(t, err) for _, row := range tr.Rows { @@ -901,7 +886,6 @@ func TestServer_MetricsViewComparison_unnested_dimension_expression_in_filter(t expressionpb.Identifier("domain_parts"), []*runtimev1.Expression{expressionpb.Value(structpb.NewStringValue("yahoo")), expressionpb.Value(structpb.NewStringValue("google"))}, ), - Exact: true, }) require.NoError(t, err) require.Len(t, tr.Rows, 6) @@ -948,7 +932,6 @@ func TestServer_MetricsViewComparison_unnested_dimension_expression_like_filter( expressionpb.Identifier("domain_parts"), expressionpb.Value(structpb.NewStringValue("%yahoo%")), ), - Exact: true, }) require.NoError(t, err) for _, row := range tr.Rows { @@ -1010,7 +993,6 @@ func TestServer_MetricsViewComparison_no_comparison(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 2, len(tr.Rows)) @@ -1046,7 +1028,6 @@ func TestServer_MetricsViewComparison_no_comparison_no_sort_type(t *testing.T) { Desc: true, }, }, - Exact: true, }) require.NoError(t, err) // allow undefined sort type } @@ -1072,7 +1053,6 @@ func TestServer_MetricsViewComparison_no_comparison_quotes(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 1, len(tr.Rows)) @@ -1104,7 +1084,6 @@ func TestServer_MetricsViewComparison_no_comparison_numeric_dim(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) @@ -1135,7 +1114,6 @@ func Ignore_TestServer_MetricsViewComparison_no_comparison_HugeInt(t *testing.T) Name: "measure_2", }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 2, len(tr.Rows)) @@ -1172,7 +1150,6 @@ func TestServer_MetricsViewComparison_no_comparison_asc(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 2, len(tr.Rows)) @@ -1209,7 +1186,6 @@ func TestServer_MetricsViewComparison_no_comparison_nulls_last(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 2, len(tr.Rows)) @@ -1241,7 +1217,6 @@ func TestServer_MetricsViewComparison_no_comparison_nulls_last(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) @@ -1280,7 +1255,6 @@ func TestServer_MetricsViewComparison_no_comparison_asc_limit(t *testing.T) { }, }, Limit: 1, - Exact: true, }) require.NoError(t, err) require.Equal(t, 1, len(tr.Rows)) @@ -1321,7 +1295,6 @@ func TestServer_MetricsViewComparison_no_comparison_2measures(t *testing.T) { SortType: runtimev1.MetricsViewComparisonMeasureType_METRICS_VIEW_COMPARISON_MEASURE_TYPE_BASE_VALUE, }, }, - Exact: true, }) require.NoError(t, err) require.Equal(t, 2, len(tr.Rows)) @@ -1362,7 +1335,6 @@ func TestServer_MetricsViewComparison_no_comparison_complete_source_sanity_test( expressionpb.Identifier("pub"), []*runtimev1.Expression{expressionpb.Value(structpb.NewStringValue("Yahoo"))}, ), - Exact: true, }) require.NoError(t, err) require.True(t, len(tr.Rows) > 1) @@ -1395,7 +1367,6 @@ func TestServer_MetricsViewComparison_no_comparison_dimension_expression(t *test expressionpb.Identifier("dom"), expressionpb.Value(structpb.NewStringValue("%yahoo%")), ), - Exact: true, }) require.NoError(t, err) require.Len(t, tr.Rows, 4) @@ -1432,7 +1403,6 @@ func TestServer_MetricsViewComparison_no_comparison_unnested_dimension_expressio expressionpb.Identifier("domain_parts"), []*runtimev1.Expression{expressionpb.Value(structpb.NewStringValue("yahoo")), expressionpb.Value(structpb.NewStringValue("google"))}, ), - Exact: true, }) require.NoError(t, err) require.Len(t, tr.Rows, 6) diff --git a/web-common/src/components/searchable-filter-menu/SearchableFilterChip.svelte b/web-common/src/components/searchable-filter-menu/SearchableFilterChip.svelte index 54af6c978d9f..8e610729744f 100644 --- a/web-common/src/components/searchable-filter-menu/SearchableFilterChip.svelte +++ b/web-common/src/components/searchable-filter-menu/SearchableFilterChip.svelte @@ -10,6 +10,8 @@ export let selectableItems: SearchableFilterSelectableItem[]; export let selectedItems: string[]; export let tooltipText: string; + // Hide the tooltip, for example while a child in the `additional-label` slot shows its own. + export let suppressTooltip = false; export let label: string; export let onSelect: (name: string) => void; // When set, ephemeral items in the menu get an edit button that closes the @@ -35,7 +37,7 @@ alignment="start" distance={8} location="bottom" - suppress={open} + suppress={open || suppressTooltip} >
diff --git a/web-common/src/components/virtualized-table/core/ColumnHeader.svelte b/web-common/src/components/virtualized-table/core/ColumnHeader.svelte index 2a73eae25fdf..676b32c72006 100644 --- a/web-common/src/components/virtualized-table/core/ColumnHeader.svelte +++ b/web-common/src/components/virtualized-table/core/ColumnHeader.svelte @@ -8,6 +8,8 @@ import TooltipContent from "@rilldata/web-common/components/tooltip/TooltipContent.svelte"; import TooltipShortcutContainer from "@rilldata/web-common/components/tooltip/TooltipShortcutContainer.svelte"; import TooltipTitle from "@rilldata/web-common/components/tooltip/TooltipTitle.svelte"; + import type { PrecisionChipProps } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import PrecisionChip from "@rilldata/web-common/features/dashboards/exact-measures/PrecisionChip.svelte"; import { SortDirection } from "@rilldata/web-common/features/dashboards/proto-state/derived-types"; import { copyToClipboard, @@ -31,6 +33,11 @@ export let enableSorting = true; export let isSelected = false; export let sorted: SortDirection | undefined = undefined; + // Precision chip rendered after the label for measures with an exact variant. + export let precision: PrecisionChipProps | undefined = undefined; + + // The precision chip has its own tooltip; the header tooltip hides while it is hovered. + let chipHovered = false; export let onResizeColumn: (size: number, name: string) => void = () => {}; export let onResetColumnWidth: (name: string) => void = () => {}; export let onClickColumn: (name: string) => void; @@ -82,7 +89,12 @@ {isDimensionTable ? '' : 'items-center gap-x-2'} " > - +
+ (chipHovered = hovered)} + /> + + {/if}
diff --git a/web-common/src/components/virtualized-table/sections/ColumnHeaders.svelte b/web-common/src/components/virtualized-table/sections/ColumnHeaders.svelte index 3d0a0fbb93fe..172dc4858194 100644 --- a/web-common/src/components/virtualized-table/sections/ColumnHeaders.svelte +++ b/web-common/src/components/virtualized-table/sections/ColumnHeaders.svelte @@ -47,6 +47,7 @@ {header} {noPin} {showDataIcon} + precision={columns[header.index].precision} onPin={() => { onPin(columns[header.index]); }} diff --git a/web-common/src/components/virtualized-table/types.d.ts b/web-common/src/components/virtualized-table/types.d.ts index 60e09abd9574..e153c7cf9704 100644 --- a/web-common/src/components/virtualized-table/types.d.ts +++ b/web-common/src/components/virtualized-table/types.d.ts @@ -18,6 +18,7 @@ export interface VirtualizedTableConfig { headerBgColorHighlightClass?: string; } +import type { PrecisionChipProps } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; import type { SortDirection } from "@rilldata/web-common/features/dashboards/proto-state/derived-types"; import type { SvelteComponent } from "svelte"; @@ -27,6 +28,8 @@ export interface VirtualizedTableColumns { largestStringLength?: number; summary?: ProfileColumnSummary | any; label?: string | typeof SvelteComponent; + // Precision chip rendered after the label for measures with an exact variant. + precision?: PrecisionChipProps; max?: number; description?: string; enableResize?: boolean; diff --git a/web-common/src/features/canvas/ComponentHeader.svelte b/web-common/src/features/canvas/ComponentHeader.svelte index d3a8a0090f9c..a3c0999131c4 100644 --- a/web-common/src/features/canvas/ComponentHeader.svelte +++ b/web-common/src/features/canvas/ComponentHeader.svelte @@ -6,6 +6,8 @@ import { resolveTimeFilters } from "@rilldata/web-common/features/canvas/components/time-filters"; import type { ComponentFilterProperties } from "@rilldata/web-common/features/canvas/components/types"; import LocalFiltersHeader from "@rilldata/web-common/features/canvas/LocalFiltersHeader.svelte"; + import type { PrecisionChipProps } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import PrecisionChip from "@rilldata/web-common/features/dashboards/exact-measures/PrecisionChip.svelte"; import { onDestroy, onMount } from "svelte"; export let title: string | undefined = undefined; @@ -14,6 +16,9 @@ export let filters: ComponentFilterProperties | undefined = undefined; export let faint: boolean = false; export let component: BaseCanvasComponent; + // The chip of a component with one precision control for all its measures + // (charts), shown right of the title. + export let precisionChip: PrecisionChipProps | undefined = undefined; const WIDTH_THRESHOLD = 480; @@ -59,19 +64,24 @@ > {#if title}
- {#if showDescriptionAsTooltip && description} - -
-

{title}

- -
- - {description} - - - {:else} -

{title}

- {/if} +
+ {#if showDescriptionAsTooltip && description} + +
+

{title}

+ +
+ + {description} + + + {:else} +

{title}

+ {/if} + {#if precisionChip} + + {/if} +
{#if atleastOneFilter} {/if} @@ -113,6 +123,10 @@ @apply flex-row items-center; } + .title-group { + @apply flex items-center gap-x-1.5 flex-shrink-0; + } + .title-with-icon { @apply flex items-center gap-x-1 flex-shrink-0; } diff --git a/web-common/src/features/canvas/components/charts/BaseChart.ts b/web-common/src/features/canvas/components/charts/BaseChart.ts index b9ca8b1202c1..cd2b68a6403a 100644 --- a/web-common/src/features/canvas/components/charts/BaseChart.ts +++ b/web-common/src/features/canvas/components/charts/BaseChart.ts @@ -25,7 +25,14 @@ import type { V1Resource, } from "@rilldata/web-common/runtime-client"; import { ephemeralSpecsToDefs } from "@rilldata/web-common/features/dashboards/ephemeral-measures/canvas"; -import { get, writable, type Readable, type Writable } from "svelte/store"; +import { + derived, + get, + writable, + type Readable, + type Writable, +} from "svelte/store"; +import { canvasExactRequestNames, chartMeasureNames } from "../exact-measures"; import type { ChartDataQuery, ChartDomainValues, @@ -63,6 +70,11 @@ export abstract class BaseChart< type: ChartType; chartType: Writable; component = Chart; + // The spec the chart's queries are built from: the YAML spec plus + // `exact_measures`, the measures to request exactly given the chart's own + // exact selection (the chart is its own surface). Chart providers are + // constructed with this store instead of `specStore`. + querySpecStore: Readable; constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { const baseSpec: BaseChartConfig = { @@ -77,6 +89,23 @@ export abstract class BaseChart< ? resource.component?.spec?.renderer : undefined)) as ChartType; this.chartType = writable(this.type); + this.querySpecStore = derived( + [this.specStore, parent.exactMeasures, parent.specStore], + ([spec]) => this.withExactMeasures(spec), + ); + } + + private withExactMeasures(spec: TConfig): TConfig { + const exactMeasures = canvasExactRequestNames( + chartMeasureNames( + CANVAS_CHART_CONFIG[this.type]?.component.chartInputParams, + spec, + ), + this.parent.currentExactMeasures(this.id), + ); + return exactMeasures.length + ? { ...spec, exact_measures: exactMeasures } + : spec; } isValid(spec: TConfig): boolean { diff --git a/web-common/src/features/canvas/components/charts/CanvasChart.svelte b/web-common/src/features/canvas/components/charts/CanvasChart.svelte index 83ca52626b80..f8985ab11e49 100644 --- a/web-common/src/features/canvas/components/charts/CanvasChart.svelte +++ b/web-common/src/features/canvas/components/charts/CanvasChart.svelte @@ -7,9 +7,19 @@ import { EntityStatus } from "@rilldata/web-common/features/entity-management/types"; import { themeControl } from "@rilldata/web-common/features/themes/theme-control"; import { useRuntimeClient } from "@rilldata/web-common/runtime-client/v2"; + import { + requestExactNames, + withExactVariant, + } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; import type { View } from "svelte-vega"; import { derived } from "svelte/store"; import type { CanvasChartSpec } from "."; + import { CANVAS_CHART_CONFIG } from "."; + import { + canvasChartPrecisionChip, + canvasExactMeasureContext, + chartMeasureNames, + } from "../exact-measures"; import type { BaseChart } from "./BaseChart"; import { getChartDataForCanvas } from "./selector"; import { validateChartSchema } from "./validate"; @@ -65,10 +75,30 @@ $: currentTheme = $theme?.resolvedThemeObject?.[$isThemeModeDark ? "dark" : "light"]; + // Exact measures: the chart's own selection (the chart is its own surface). + // The query itself reads the set from the component's query spec store; + // passing the same spec here makes the data re-derive when the selection + // changes. + $: measureNames = chartMeasureNames( + CANVAS_CHART_CONFIG[chartType]?.component.chartInputParams, + chartSpec, + ); + $: exactContextStore = canvasExactMeasureContext( + store.canvasEntity, + component.id, + metrics_view, + ); + $: exactRequestNames = [ + ...requestExactNames(measureNames, $exactContextStore), + ]; + $: chartSpecForData = exactRequestNames.length + ? { ...chartSpec, exact_measures: exactRequestNames } + : chartSpec; + $: chartData = getChartDataForCanvas( store, component, - chartSpec, + chartSpecForData, timeAndFilterStore, isThemeModeDark, visible, @@ -76,6 +106,23 @@ $: ({ isFetching, error } = $chartData); + $: chartTitle = title || component.chartTitle($chartData.fields); + + // One chip for the whole chart, right of the title: it switches every + // measure with an exact variant at once. + $: precisionChip = canvasChartPrecisionChip( + measureNames, + chartTitle, + $exactContextStore, + isFetching, + error?.message, + () => + store.canvasEntity.toggleExactSurface( + component.id, + withExactVariant(measureNames, $exactContextStore), + ), + ); + $: filters = { time_filters, dimension_filters, @@ -88,27 +135,32 @@
- {:else if error} - {:else} + - + {#if error} + + {:else} + + {/if} {/if} {:else} diff --git a/web-common/src/features/canvas/components/charts/variants/CartesianChart.ts b/web-common/src/features/canvas/components/charts/variants/CartesianChart.ts index 577c94613ae9..6176fd5bc546 100644 --- a/web-common/src/features/canvas/components/charts/variants/CartesianChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/CartesianChart.ts @@ -139,7 +139,7 @@ export class CartesianChartComponent extends BaseChart constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { super(resource, parent, path); - this.provider = new CartesianChartProvider(this.specStore, { + this.provider = new CartesianChartProvider(this.querySpecStore, { nominalLimit: DEFAULT_NOMINAL_LIMIT, splitLimit: DEFAULT_SPLIT_LIMIT, sort: DEFAULT_SORT, diff --git a/web-common/src/features/canvas/components/charts/variants/CircularChart.ts b/web-common/src/features/canvas/components/charts/variants/CircularChart.ts index bace189f69b4..95d98b972521 100644 --- a/web-common/src/features/canvas/components/charts/variants/CircularChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/CircularChart.ts @@ -92,7 +92,7 @@ export class CircularChartComponent extends BaseChart { constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { super(resource, parent, path); - this.provider = new CircularChartProvider(this.specStore, { + this.provider = new CircularChartProvider(this.querySpecStore, { colorLimit: DEFAULT_COLOR_LIMIT, colorSort: DEFAULT_SORT, }); diff --git a/web-common/src/features/canvas/components/charts/variants/ComboChart.ts b/web-common/src/features/canvas/components/charts/variants/ComboChart.ts index 2517140b66aa..c21e48c5703c 100644 --- a/web-common/src/features/canvas/components/charts/variants/ComboChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/ComboChart.ts @@ -117,7 +117,7 @@ export class ComboChartComponent extends BaseChart { constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { super(resource, parent, path); - this.provider = new ComboChartProvider(this.specStore, { + this.provider = new ComboChartProvider(this.querySpecStore, { nominalLimit: DEFAULT_NOMINAL_LIMIT, sort: DEFAULT_SORT, }); diff --git a/web-common/src/features/canvas/components/charts/variants/FunnelChart.ts b/web-common/src/features/canvas/components/charts/variants/FunnelChart.ts index f27afbcacc11..e5149e2e80be 100644 --- a/web-common/src/features/canvas/components/charts/variants/FunnelChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/FunnelChart.ts @@ -119,7 +119,7 @@ export class FunnelChartComponent extends BaseChart { constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { super(resource, parent, path); - this.provider = new FunnelChartProvider(this.specStore, { + this.provider = new FunnelChartProvider(this.querySpecStore, { stageLimit: DEFAULT_STAGE_LIMIT, sort: DEFAULT_SORT, }); diff --git a/web-common/src/features/canvas/components/charts/variants/HeatmapChart.ts b/web-common/src/features/canvas/components/charts/variants/HeatmapChart.ts index 8103068d0d31..6cfaf573be26 100644 --- a/web-common/src/features/canvas/components/charts/variants/HeatmapChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/HeatmapChart.ts @@ -107,7 +107,7 @@ export class HeatmapChartComponent extends BaseChart { constructor(resource: V1Resource, parent: CanvasEntity, path: ComponentPath) { super(resource, parent, path); - this.provider = new HeatmapChartProvider(this.specStore, { + this.provider = new HeatmapChartProvider(this.querySpecStore, { nominalLimit: DEFAULT_NOMINAL_LIMIT, sort: DEFAULT_SORT, }); diff --git a/web-common/src/features/canvas/components/charts/variants/ScatterPlotChart.ts b/web-common/src/features/canvas/components/charts/variants/ScatterPlotChart.ts index 95139b724a5f..84e43d9b14cf 100644 --- a/web-common/src/features/canvas/components/charts/variants/ScatterPlotChart.ts +++ b/web-common/src/features/canvas/components/charts/variants/ScatterPlotChart.ts @@ -99,7 +99,7 @@ export class ScatterPlotChartComponent extends BaseChart { this.componentFilters = where; diff --git a/web-common/src/features/canvas/components/exact-measures.spec.ts b/web-common/src/features/canvas/components/exact-measures.spec.ts new file mode 100644 index 000000000000..de8eef324c9b --- /dev/null +++ b/web-common/src/features/canvas/components/exact-measures.spec.ts @@ -0,0 +1,178 @@ +import type { ComponentInputParam } from "@rilldata/web-common/features/canvas/inspector/types"; +import { createExactMeasureContext } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; +import type { MetricsViewSpecMeasure } from "@rilldata/web-common/runtime-client"; +import { describe, expect, it } from "vitest"; +import { + canvasChartPrecisionChip, + canvasExactRequestNames, + canvasPrecisionChip, + chartMeasureNames, +} from "./exact-measures"; + +const MEASURES: MetricsViewSpecMeasure[] = [ + { + name: "users", + expression: "approx_count_distinct(user_id)", + exactExpression: "count(DISTINCT user_id)", + }, + { name: "revenue", expression: "sum(revenue)" }, + { + name: "revenue_per_user", + expression: "revenue / users", + referencedMeasures: ["revenue", "users"], + }, +]; + +const NONE: ReadonlySet = new Set(); + +describe("canvasExactRequestNames", () => { + it("is empty without a selection", () => { + expect(canvasExactRequestNames(["users"], NONE)).toEqual([]); + }); + + it("flags the surface's selection among the measures it shows", () => { + expect( + canvasExactRequestNames( + ["users", "revenue", "revenue_per_user"], + new Set(["users", "sessions"]), + ), + ).toEqual(["users"]); + }); +}); + +describe("chartMeasureNames", () => { + const params = { + x: { type: "positional", meta: { chartFieldInput: { type: "dimension" } } }, + y: { type: "positional", meta: { chartFieldInput: { type: "measure" } } }, + measures: { + type: "multi_fields", + meta: { chartFieldInput: { type: "measure" } }, + }, + color: { type: "mark" }, + } as unknown as Record; + + it("collects the field and fields of measure inputs only", () => { + expect( + chartMeasureNames(params, { + x: { field: "publisher" }, + y: { field: "users" }, + measures: { fields: ["users", "revenue"] }, + color: { field: "domain" }, + }), + ).toEqual(["users", "revenue"]); + }); + + it("tolerates missing inputs", () => { + expect(chartMeasureNames(params, {})).toEqual([]); + expect(chartMeasureNames(undefined, { y: { field: "users" } })).toEqual([]); + }); +}); + +describe("canvasPrecisionChip", () => { + const noop = () => {}; + + it("is undefined for a measure without an exact variant", () => { + const ctx = createExactMeasureContext(new Set(["users"]), MEASURES); + expect( + canvasPrecisionChip("revenue", "Revenue", ctx, false, undefined, noop), + ).toBeUndefined(); + }); + + it("renders the surface's selection as exact, with the query status", () => { + const ctx = createExactMeasureContext(new Set(["users"]), MEASURES); + expect( + canvasPrecisionChip("users", "Users", ctx, true, "boom", noop), + ).toMatchObject({ + state: "exact", + loading: true, + error: "boom", + onToggle: noop, + }); + }); + + it("is undefined for a derived measure: it has no exact variant of its own", () => { + const ctx = createExactMeasureContext(new Set(["users"]), MEASURES); + expect( + canvasPrecisionChip( + "revenue_per_user", + "Revenue per user", + ctx, + false, + undefined, + noop, + ), + ).toBeUndefined(); + }); + + it("does not report loading or errors for an approximate measure", () => { + const ctx = createExactMeasureContext(NONE, MEASURES); + expect( + canvasPrecisionChip("users", "Users", ctx, true, "boom", noop), + ).toMatchObject({ state: "approx", loading: false, error: undefined }); + }); +}); + +describe("canvasChartPrecisionChip", () => { + const noop = () => {}; + const CHART = ["users", "revenue", "revenue_per_user"]; + const SESSIONS: MetricsViewSpecMeasure = { + name: "sessions", + expression: "approx_count_distinct(session_id)", + exactExpression: "count(DISTINCT session_id)", + }; + + it("is undefined for a chart without exact-capable measures", () => { + const ctx = createExactMeasureContext(NONE, MEASURES); + expect( + canvasChartPrecisionChip( + ["revenue"], + "Revenue", + ctx, + false, + undefined, + noop, + ), + ).toBeUndefined(); + }); + + it("is approximate when none of the chart's measures is exact", () => { + const ctx = createExactMeasureContext(NONE, MEASURES); + expect( + canvasChartPrecisionChip(CHART, "Users by day", ctx, true, "boom", noop), + ).toMatchObject({ + state: "approx", + measureLabel: "Users by day", + loading: false, + error: undefined, + }); + }); + + it("is exact when every exact-capable measure of the chart is exact, with the query status", () => { + const ctx = createExactMeasureContext(new Set(["users"]), MEASURES); + expect( + canvasChartPrecisionChip(CHART, "Users by day", ctx, true, "boom", noop), + ).toMatchObject({ + state: "exact", + loading: true, + error: "boom", + onToggle: noop, + }); + }); + + it("is partial when only some exact-capable measures are exact", () => { + const ctx = createExactMeasureContext(new Set(["users"]), [ + ...MEASURES, + SESSIONS, + ]); + expect( + canvasChartPrecisionChip( + ["users", "sessions"], + "Users, Sessions", + ctx, + false, + undefined, + noop, + ), + ).toMatchObject({ state: "partial" }); + }); +}); diff --git a/web-common/src/features/canvas/components/exact-measures.ts b/web-common/src/features/canvas/components/exact-measures.ts new file mode 100644 index 000000000000..837c2c2c5ca9 --- /dev/null +++ b/web-common/src/features/canvas/components/exact-measures.ts @@ -0,0 +1,139 @@ +import { + createExactMeasureContext, + precisionStateFor, + withExactVariant, + type ExactMeasureContext, + type PrecisionChipProps, + type PrecisionState, +} from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; +import type { ComponentInputParam } from "@rilldata/web-common/features/canvas/inspector/types"; +import type { CanvasEntity } from "@rilldata/web-common/features/canvas/stores/canvas-entity"; +import { derived, type Readable } from "svelte/store"; + +/** + * The exact-selection surface of a canvas component: the component itself, or + * one leaderboard of a leaderboard component. Every surface is toggled on its + * own, so a click only re-runs that component's (or that leaderboard's) + * queries. + */ +export function canvasExactSurface( + componentId: string, + dimensionName?: string, +): string { + return dimensionName ? `${componentId}:${dimensionName}` : componentId; +} + +/** + * The exact-measure context of a canvas surface: its selection, resolved over + * the metrics view's measures. + */ +export function canvasExactMeasureContext( + canvasEntity: CanvasEntity, + surface: string, + metricsViewName: string, +): Readable { + return derived( + [ + canvasEntity.selectedExactMeasures(surface), + canvasEntity.metricsView.getMeasuresForMetricView(metricsViewName), + ], + ([selected, specMeasures]) => + createExactMeasureContext(selected, specMeasures), + ); +} + +/** + * The measures of a canvas surface to request with `exact: true`: the ones in + * its selection. The selection only ever holds measures with an exact variant + * (see `CanvasEntity.toggleExactSurface`), and the runtime ignores the flag on + * any other measure, so the metrics view spec is not consulted here. + */ +export function canvasExactRequestNames( + measureNames: string[], + selected: ReadonlySet, +): string[] { + if (!selected.size) return []; + return measureNames.filter((name) => selected.has(name)); +} + +/** + * The measure names a chart spec uses: the `field` (or `fields`) of every + * input param the chart declares as a measure field. + */ +export function chartMeasureNames( + chartInputParams: Record | undefined, + spec: object, +): string[] { + const names = new Set(); + for (const [key, param] of Object.entries(chartInputParams ?? {})) { + if (param.meta?.chartFieldInput?.type !== "measure") continue; + const value = (spec as Record)[key] as + | { field?: string; fields?: string[] } + | undefined; + if (!value || typeof value !== "object") continue; + if (value.field) names.add(value.field); + for (const field of value.fields ?? []) names.add(field); + } + return [...names]; +} + +/** + * Builds the precision chip of a measure in a canvas component (a KPI, a table + * or pivot column), or undefined when the measure has no exact variant. + */ +export function canvasPrecisionChip( + measureName: string, + measureLabel: string, + ctx: ExactMeasureContext, + loading: boolean, + error: string | undefined, + onToggle: () => void, +): PrecisionChipProps | undefined { + const state = precisionStateFor(measureName, ctx); + if (!state) return undefined; + return chipProps(state, measureLabel, loading, error, onToggle); +} + +/** + * Builds the single precision chip of a canvas chart, which switches every + * measure of the chart with an exact variant at once (see + * `CanvasEntity.toggleExactSurface`), or undefined when no measure has one. + * The chip is exact when all of those measures are exact and partial when only + * some are, which happens when the chart's measures change after the + * selection was made. + */ +export function canvasChartPrecisionChip( + measureNames: string[], + chartTitle: string, + ctx: ExactMeasureContext, + loading: boolean, + error: string | undefined, + onToggle: () => void, +): PrecisionChipProps | undefined { + const capable = withExactVariant(measureNames, ctx); + if (!capable.length) return undefined; + const exactCount = capable.filter( + (name) => precisionStateFor(name, ctx) !== "approx", + ).length; + const state: PrecisionState = + exactCount === capable.length ? "exact" : exactCount ? "partial" : "approx"; + return chipProps(state, chartTitle, loading, error, onToggle); +} + +// Loading and errors only concern exact computations: an approximate surface +// that is still fetching shows a plain chip. +function chipProps( + state: PrecisionState, + measureLabel: string, + loading: boolean, + error: string | undefined, + onToggle: () => void, +): PrecisionChipProps { + return { + state, + measureLabel, + loading: state !== "approx" && loading, + error: state !== "approx" ? error : undefined, + onToggle, + }; +} diff --git a/web-common/src/features/canvas/components/kpi-grid/KPIGrid.svelte b/web-common/src/features/canvas/components/kpi-grid/KPIGrid.svelte index ad5ac82e7912..89ea6674cecd 100644 --- a/web-common/src/features/canvas/components/kpi-grid/KPIGrid.svelte +++ b/web-common/src/features/canvas/components/kpi-grid/KPIGrid.svelte @@ -4,6 +4,7 @@ import ComponentHeader from "../../ComponentHeader.svelte"; import { getMinWidth, getOptimalColumns, type KPISpec } from "../kpi"; import KPIProvider from "../kpi/KPIProvider.svelte"; + import { canvasExactSurface } from "../exact-measures"; import { validateKPIGridSchema } from "./selector"; export let component: KPIGridComponent; @@ -74,6 +75,7 @@ {timeAndFilterStore} {canvasName} visible={$visible} + surface={canvasExactSurface(component.id)} /> {/if}
diff --git a/web-common/src/features/canvas/components/kpi/KPI.svelte b/web-common/src/features/canvas/components/kpi/KPI.svelte index 3e39562425ad..a7d493e3e6cc 100644 --- a/web-common/src/features/canvas/components/kpi/KPI.svelte +++ b/web-common/src/features/canvas/components/kpi/KPI.svelte @@ -5,6 +5,8 @@ import type { ChartDataPoint } from "@rilldata/web-common/components/time-series-chart/types"; import * as Tooltip from "@rilldata/web-common/components/tooltip-v2"; import BigNumberTooltipContent from "@rilldata/web-common/features/dashboards/big-number/BigNumberTooltipContent.svelte"; + import type { PrecisionChipProps } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import PrecisionChip from "@rilldata/web-common/features/dashboards/exact-measures/PrecisionChip.svelte"; import { measureSupportsTotalsQuery } from "@rilldata/web-common/features/dashboards/state-managers/selectors/measures"; import { cellInspectorStore } from "@rilldata/web-common/features/dashboards/stores/cell-inspector-store"; import RangeDisplay from "@rilldata/web-common/features/dashboards/time-controls/super-pill/components/RangeDisplay.svelte"; @@ -44,8 +46,12 @@ export let showTimeComparison: boolean; export let hasTimeSeries: boolean | undefined; export let comparisonLabel: string | undefined; + // Precision chip rendered after the measure name; undefined when the measure has no exact variant. + export let precision: PrecisionChipProps | undefined = undefined; let hoveredPoints: ChartDataPoint[] = []; + // The precision chip has its own tooltip; the card tooltip hides while it is hovered. + let chipHovered = false; let hoveredValue: "primary" | "comparison" | "delta" | "percent" | null = null; @@ -216,17 +222,21 @@ } }} > -

- {#if measure?.displayName} - {measure.displayName} - {:else if measure?.name} - {measure.name} +

+ {#if measure?.displayName || measure?.name} + {@const label = measure?.displayName || measure?.name} + {label} {:else}
{/if} + {#if precision} + + (chipHovered = hovered)} + /> + + {/if}

- {#if measure} + {#if measure && !chipHovered} import { ephemeralSpecsToDefs } from "@rilldata/web-common/features/dashboards/ephemeral-measures/canvas"; import { + applyExactMeasures, ephemeralMeasureToSpecMeasure, + exactTimeSeriesMeasureNames, mapEphemeralMeasuresForRequest, splitTimeSeriesMeasures, } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; + import { requestExactNames } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import { + canvasExactMeasureContext, + canvasPrecisionChip, + } from "../exact-measures"; import { measureSupportsTotalsQuery } from "@rilldata/web-common/features/dashboards/state-managers/selectors/measures"; import type { TimeAndFilterStore } from "@rilldata/web-common/features/dashboards/time-controls/time-control-store"; import { TIME_COMPARISON } from "@rilldata/web-common/lib/time/config"; @@ -25,6 +32,8 @@ export let timeAndFilterStore: Readable; export let canvasName: string; export let visible: boolean; + // The exact-selection surface of the KPI (its component); see `canvasExactSurface`. + export let surface: string; const client = useRuntimeClient(); @@ -79,12 +88,29 @@ (TIME_COMPARISON[comparisonTimeRangeState?.selectedComparisonTimeRange.name] ?.label as string | undefined); - $: queryMeasures = mapEphemeralMeasuresForRequest( - [{ name: measureName }], - ephemeralMeasures, + // Exact measures: the selection of this KPI's surface. + $: exactContextStore = canvasExactMeasureContext( + ctx.canvasEntity, + surface, + metricsViewName, + ); + $: exact = requestExactNames([measureName], $exactContextStore).has( + measureName, + ); + $: exactNames = exact ? new Set([measureName]) : undefined; + + $: queryMeasures = applyExactMeasures( + mapEphemeralMeasuresForRequest([{ name: measureName }], ephemeralMeasures), + exactNames, ); $: ({ measureNames: tsMeasureNames, ephemeralMeasures: tsEphemeralMeasures } = splitTimeSeriesMeasures([measureName], ephemeralMeasures)); + $: tsExactMeasureNames = exactTimeSeriesMeasureNames( + tsMeasureNames, + exactNames, + ); + $: tsRequestEphemeralMeasures = + tsEphemeralMeasures && applyExactMeasures(tsEphemeralMeasures, exactNames); $: totalQuery = createQueryServiceMetricsViewAggregation( client, @@ -138,7 +164,8 @@ { metricsViewName, measureNames: tsMeasureNames, - ephemeralMeasures: tsEphemeralMeasures, + ephemeralMeasures: tsRequestEphemeralMeasures, + exactMeasureNames: tsExactMeasureNames, timeStart: start, timeEnd: end, timeGranularity: timeGrain || V1TimeGrain.TIME_GRAIN_HOUR, @@ -158,7 +185,8 @@ { metricsViewName, measureNames: tsMeasureNames, - ephemeralMeasures: tsEphemeralMeasures, + ephemeralMeasures: tsRequestEphemeralMeasures, + exactMeasureNames: tsExactMeasureNames, timeStart: comparisonTimeRange?.start, timeEnd: comparisonTimeRange?.end, timeGranularity: timeGrain || V1TimeGrain.TIME_GRAIN_HOUR, @@ -182,10 +210,23 @@ DateTime.fromISO(start ?? "").setZone(timeZone), DateTime.fromISO(end ?? "").setZone(timeZone), ); + + // Declared after the queries: `$:` blocks run in source order for store + // reads, so reading `$totalQuery` above its declaration throws. + $: precision = canvasPrecisionChip( + measureName, + measure?.displayName || measureName, + $exactContextStore, + !!$totalQuery?.isFetching || + (showComparison && !!$comparisonTotalQuery?.isFetching), + $totalQuery?.error?.message ?? undefined, + () => ctx.canvasEntity.toggleExactMeasure(surface, measureName), + ); import { ephemeralSpecsToDefs } from "@rilldata/web-common/features/dashboards/ephemeral-measures/canvas"; import { appendEphemeralSpecMeasures } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; + import { + canvasExactMeasureContext, + canvasExactSurface, + } from "@rilldata/web-common/features/canvas/components/exact-measures"; import type { LeaderboardComponent } from "@rilldata/web-common/features/canvas/components/leaderboard"; import { validateLeaderboardSchema } from "@rilldata/web-common/features/canvas/components/leaderboard/selector"; import { getCanvasStore } from "@rilldata/web-common/features/canvas/state-managers/state-managers"; @@ -15,6 +19,7 @@ import { selectedDimensionValues } from "@rilldata/web-common/features/dashboards/state-managers/selectors/dimension-filters"; import { createMeasureValueFormatter } from "@rilldata/web-common/lib/number-formatting/format-measure-value"; import { useRuntimeClient } from "@rilldata/web-common/runtime-client/v2"; + import { derived } from "svelte/store"; import ComponentHeader from "../../ComponentHeader.svelte"; import { getDimensionColumnWidth, @@ -84,6 +89,27 @@ appendEphemeralSpecMeasures($allMeasures, ephemeralMeasures), ); + // Exact measures: each leaderboard of the component is its own surface, so a + // click only re-runs that leaderboard's queries. + let exactContextsStore = $derived( + derived( + visibleDimensions.map((dimension) => + canvasExactMeasureContext( + store.canvasEntity, + canvasExactSurface(component.id, dimension.name ?? ""), + metricsViewName, + ), + ), + (contexts) => + new Map( + visibleDimensions.map((dimension, i) => [ + dimension.name ?? "", + contexts[i], + ]), + ), + ), + ); + let visibleMeasures = $derived( leaderboardMeasureNames .map((lm) => allMeasuresWithEphemeral.find((m) => m.name === lm)) @@ -194,6 +220,12 @@ leaderboardMeasureNames[0]} leaderboardMeasures={visibleMeasures} {ephemeralMeasures} + exactContext={$exactContextsStore.get(dimension.name ?? "")} + onToggleExact={(measureName) => + store.canvasEntity.toggleExactMeasure( + canvasExactSurface(component.id, dimension.name ?? ""), + measureName, + )} {whereFilter} tableWidth={dimensionColumnWidth + totalContextWidth} {dimensionColumnWidth} diff --git a/web-common/src/features/canvas/components/pivot/CanvasPivotRenderer.svelte b/web-common/src/features/canvas/components/pivot/CanvasPivotRenderer.svelte index 6cbb9646a633..e34f8d010d92 100644 --- a/web-common/src/features/canvas/components/pivot/CanvasPivotRenderer.svelte +++ b/web-common/src/features/canvas/components/pivot/CanvasPivotRenderer.svelte @@ -22,6 +22,11 @@ type PivotClickToFilterResult, } from "./pivot-click-to-filter"; + import type { PrecisionChipProps } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import { + canvasExactMeasureContext, + canvasPrecisionChip, + } from "../exact-measures"; import { onDestroy } from "svelte"; import { derived, get, type Readable, type Writable } from "svelte/store"; @@ -58,6 +63,7 @@ // FilterManager and metrics view for filter application $: canvasEntity = component.parent; $: filterManager = canvasEntity.expressionFilterManager; + $: spec = component.specStore; $: metricsViewName = $spec?.metrics_view; $: selfFilteredDimensions = component.selfFilteredDimensions; @@ -106,6 +112,25 @@ $: rowSelectionState = rowSelectionStateStore ? $rowSelectionStateStore : undefined; + + // Precision chips from the exact selection of this component. Declared + // after the stores they read (`spec`, `pivotConfig`, `pivotDataStore`): a + // `$:` block must not read a store above its declaration. + $: exactContextStore = canvasExactMeasureContext( + canvasEntity, + component.id, + $spec?.metrics_view ?? "", + ); + $: precisionFor = (measureName: string): PrecisionChipProps | undefined => + canvasPrecisionChip( + measureName, + $pivotConfig?.allMeasures.find((m) => m.name === measureName) + ?.displayName || measureName, + $exactContextStore, + !!$pivotDataStore?.isFetching, + undefined, + () => canvasEntity.toggleExactMeasure(component.id, measureName), + );
, pivotState: Writable, timeAndFilterStore: Readable, @@ -126,6 +129,7 @@ export function createPivotConfig( pivotState, timeAndFilterStore, selfFilteredStore, + canvas.exactMeasures, ], ([ $canvasData, @@ -136,6 +140,10 @@ export function createPivotConfig( ]) => { const { timeRange, comparisonTimeRange, where } = $timeAndFilterStore; const metricsViewName = $tableSpec.metrics_view; + // The exact selection of this component. Read through the entity so the + // context-key check applies; `canvas.exactMeasures` above re-runs this + // derivation when the selection changes. + const selectedExact = canvas.currentExactMeasures(surface); const metricsView = $canvasData?.data?.metricsViews[metricsViewName]?.state?.validSpec; const ready = @@ -165,6 +173,7 @@ export function createPivotConfig( pivotState, timeRange, ready, + selectedExact, ) : processPivot( $tableSpec, @@ -176,6 +185,7 @@ export function createPivotConfig( pivotState, timeRange, ready, + selectedExact, ); }, ); @@ -191,6 +201,7 @@ export function processPivot( pivotState: Writable, timeRange: V1TimeRange, ready: boolean, + selectedExact: ReadonlySet = new Set(), ) { if (!$tableSpec) { return { @@ -226,9 +237,16 @@ export function processPivot( $tableSpec, ); + const baseMeasureNames = fieldNames($tableSpec?.measures); + const exactMeasures = canvasExactRequestNames( + baseMeasureNames, + selectedExact, + ); + const config: PivotDataStoreConfig = { ready, - measureNames: fieldNames($tableSpec?.measures).flatMap((name) => { + exactMeasures, + measureNames: baseMeasureNames.flatMap((name) => { const group = [name]; // Comparison columns are not supported for ephemeral measures. if (enableComparison && !ephemeralMeasureNames.has(name)) { @@ -288,6 +306,7 @@ export function processFlat( pivotState: Writable, timeRange: V1TimeRange, ready: boolean, + selectedExact: ReadonlySet = new Set(), ) { if (!$tableSpec) { return { @@ -331,8 +350,11 @@ export function processFlat( $tableSpec, ); + const exactMeasures = canvasExactRequestNames(measures, selectedExact); + const config: PivotDataStoreConfig = { ready, + exactMeasures, measureNames: (measures || []).flatMap((name) => { const group = [name]; // Comparison columns are not supported for ephemeral measures. diff --git a/web-common/src/features/canvas/stores/canvas-entity.ts b/web-common/src/features/canvas/stores/canvas-entity.ts index 9ae4a4596b9a..98136e321c70 100644 --- a/web-common/src/features/canvas/stores/canvas-entity.ts +++ b/web-common/src/features/canvas/stores/canvas-entity.ts @@ -1,4 +1,10 @@ import { goto } from "$app/navigation"; +import { + selectedInSurface, + toggleInSelection, + toggleSurfaceInSelection, + type ExactSelection, +} from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; import { page } from "$app/stores"; import { useCanvas, @@ -86,6 +92,9 @@ export type SearchParamsStore = { clearAll: () => void; }; +// An exact selection with nothing selected; see `CanvasEntity.exactMeasures`. +const NO_EXACT_SELECTION: ExactSelection = { contextKey: "", surfaces: {} }; + export class CanvasEntity { componentsStore = createCustomMapStore(); _rows: Grid = new Grid(this); @@ -120,6 +129,13 @@ export class CanvasEntity { theme: Readable; unsubscriber: Unsubscriber | undefined; private searchParams = writable(new URLSearchParams()); + // Measures the viewer switched to their `exact_expression`, per surface (a + // component, or one leaderboard of a leaderboard component; see + // `canvasExactSurface`), tied to the URL params (time, comparison, grain, + // timezone, filters, tabs) they were selected in. The selection resets as + // soon as those params change (see onUrlChange), so exact values are only + // fetched after an explicit click. Tab memory only: never serialized. + exactMeasures = writable(NO_EXACT_SELECTION); // This may sometimes be false due to discrepancy between two different ways // of storing the same state in the URL namely dimension IN (['value']) vs dimension IN ('value') defaultUrlParamsStore = writable(new URLSearchParams()); @@ -513,6 +529,12 @@ export class CanvasEntity { } this.searchParams.set(searchParams); + // The query context changed: new queries are approximate again. + this.exactMeasures.update((selection) => + selection.contextKey === searchParams.toString() + ? selection + : NO_EXACT_SELECTION, + ); if (!isolated) { this.saveSnapshot(searchParams.toString()); } @@ -521,6 +543,61 @@ export class CanvasEntity { this.applyTabsFromURL(searchParams); }; + /** + * Switches a measure of one surface between its approximate default and its + * exact variant for the current query context. Only that surface follows: + * a click re-runs the queries of one component (or one leaderboard). + */ + toggleExactMeasure = (surface: string, measureName: string) => { + const contextKey = get(this.searchParams).toString(); + this.exactMeasures.update( + (selection) => + toggleInSelection(selection, contextKey, surface, measureName) ?? + NO_EXACT_SELECTION, + ); + }; + + /** + * Switches a whole surface between approximate and exact: every given + * measure becomes exact, or the surface returns to approximate when all of + * them are exact already. For components with one chip for all their + * measures (charts). + */ + toggleExactSurface = (surface: string, measureNames: readonly string[]) => { + const contextKey = get(this.searchParams).toString(); + this.exactMeasures.update( + (selection) => + toggleSurfaceInSelection( + selection, + contextKey, + surface, + measureNames, + ) ?? NO_EXACT_SELECTION, + ); + }; + + /** + * The measures the viewer selected as exact in a surface, for the current + * query context. + */ + selectedExactMeasures = (surface: string): Readable> => + derived( + [this.exactMeasures, this.searchParams], + ([selection, searchParams]) => + selectedInSurface(selection, searchParams.toString(), surface), + ); + + /** + * Non-reactive variant of `selectedExactMeasures`, for derivations that + * already subscribe to `exactMeasures`. + */ + currentExactMeasures = (surface: string): ReadonlySet => + selectedInSurface( + get(this.exactMeasures), + get(this.searchParams).toString(), + surface, + ); + // Acquires a reference to the entity. The cached entity is shared across // consumers (e.g. an unmounting editor and a mounting preview overlap during // navigation), so its spec subscription must survive as long as any consumer diff --git a/web-common/src/features/components/charts/ephemeral-measures.ts b/web-common/src/features/components/charts/ephemeral-measures.ts index 61acd22ac997..199c40309997 100644 --- a/web-common/src/features/components/charts/ephemeral-measures.ts +++ b/web-common/src/features/components/charts/ephemeral-measures.ts @@ -1,5 +1,6 @@ import { ephemeralSpecsToDefs } from "@rilldata/web-common/features/dashboards/ephemeral-measures/canvas"; import { + applyExactMeasures, ephemeralMeasureToSpecMeasure, mapEphemeralMeasuresForRequest, } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; @@ -10,18 +11,26 @@ import type { import type { CommonChartProperties } from "./types"; type EphemeralMeasureCarrier = Pick; +type MeasureRequestCarrier = Pick< + CommonChartProperties, + "adhoc_measures" | "exact_measures" +>; /** * Attaches the `expression` compute to request measures whose name matches one - * of the chart's ephemeral measures. Leaves other measures untouched. + * of the chart's ephemeral measures, and flags the chart's exact measures with + * `exact: true`. Leaves other measures untouched. */ export function withEphemeralMeasures( - config: EphemeralMeasureCarrier, + config: MeasureRequestCarrier, measures: V1MetricsViewAggregationMeasure[], ): V1MetricsViewAggregationMeasure[] { - return mapEphemeralMeasuresForRequest( - measures, - ephemeralSpecsToDefs(config.adhoc_measures), + return applyExactMeasures( + mapEphemeralMeasuresForRequest( + measures, + ephemeralSpecsToDefs(config.adhoc_measures), + ), + config.exact_measures?.length ? new Set(config.exact_measures) : undefined, ); } diff --git a/web-common/src/features/components/charts/types.ts b/web-common/src/features/components/charts/types.ts index 4667d0dfa6d9..33b7e0a31339 100644 --- a/web-common/src/features/components/charts/types.ts +++ b/web-common/src/features/components/charts/types.ts @@ -203,6 +203,9 @@ export interface CommonChartProperties { // Ad-hoc measures derived from existing measures via an arithmetic // expression; measure fields may name them. adhoc_measures?: EphemeralMeasureSpec[]; + // Measures to request with `exact: true`. Not a YAML property: injected by + // the surface that renders the chart from the viewer's exact selection. + exact_measures?: string[]; tooltip?: FieldConfig; vl_config?: string; } diff --git a/web-common/src/features/dashboards/big-number/MeasureBigNumber.svelte b/web-common/src/features/dashboards/big-number/MeasureBigNumber.svelte index af93f1f67735..6d79e23016bb 100644 --- a/web-common/src/features/dashboards/big-number/MeasureBigNumber.svelte +++ b/web-common/src/features/dashboards/big-number/MeasureBigNumber.svelte @@ -27,8 +27,13 @@ type CrossfadeParams, type FlyParams, } from "svelte/transition"; - import { mapEphemeralMeasuresForRequest } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; + import { + applyExactMeasures, + mapEphemeralMeasuresForRequest, + } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; import type { EphemeralMeasureDef } from "@rilldata/web-common/features/dashboards/ephemeral-measures/types"; + import type { PrecisionState } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import PrecisionChip from "@rilldata/web-common/features/dashboards/exact-measures/PrecisionChip.svelte"; import { cellInspectorStore } from "../stores/cell-inspector-store"; import BigNumberTooltipContent from "./BigNumberTooltipContent.svelte"; @@ -36,6 +41,11 @@ // ephemeral measure definitions; when `measure` is one of // them, the request carries its `expression` compute. export let ephemeralMeasures: EphemeralMeasureDef[] | undefined = undefined; + // Request the measure with `exact: true` (see `requestExactNames`). + export let exact = false; + // Precision chip shown after the name; null hides it (no exact variant). + export let precision: PrecisionState | null = null; + export let onToggleExact: (() => void) | undefined = undefined; export let withTimeseries = true; export let isMeasureExpanded = false; export let metricsViewName: string; @@ -52,9 +62,9 @@ const client = useRuntimeClient(); $: measureName = measure.name ?? ""; - $: requestMeasures = mapEphemeralMeasuresForRequest( - [{ name: measureName }], - ephemeralMeasures, + $: requestMeasures = applyExactMeasures( + mapEphemeralMeasuresForRequest([{ name: measureName }], ephemeralMeasures), + exact ? new Set([measureName]) : undefined, ); // Measures with required dimensions (e.g. a rolling window ordered by the time @@ -138,6 +148,17 @@ undefined) : undefined; + // While an exact value is computed, keep the previous (approximate) value + // visible but dimmed instead of replacing it with a spinner; exact queries + // can take a while and a blank card reads as broken. + $: exactLoading = + precision !== null && + precision !== "approx" && + isFetching && + !isError && + value !== null && + value !== undefined; + $: comparisonPercChange = comparisonValue && value !== undefined && value !== null ? (value - comparisonValue) / comparisonValue @@ -218,6 +239,8 @@ } let suppressTooltip = false; + // The chip has its own tooltip; the card's tooltip hides while it is hovered. + let chipHovered = false; const handleExpandMeasure = () => { if (!isMeasureExpanded) { @@ -236,7 +259,7 @@

- {name} + {name} + {#if precision} + + (chipHovered = hovered)} + /> + + {/if}

{#if !supportsTotal} {m.kpi_no_total()} - {:else if value !== null && value !== undefined && status === EntityStatus.Idle} - - {measureValueFormatter(output)} - + {:else if value !== null && value !== undefined && (status === EntityStatus.Idle || exactLoading)} + + + {measureValueFormatter(output)} + + {#if showComparison && comparisonValue}
{#if comparisonValue != null} diff --git a/web-common/src/features/dashboards/big-number/MeasuresContainer.svelte b/web-common/src/features/dashboards/big-number/MeasuresContainer.svelte index 5adf937151e2..6e495d565bf3 100644 --- a/web-common/src/features/dashboards/big-number/MeasuresContainer.svelte +++ b/web-common/src/features/dashboards/big-number/MeasuresContainer.svelte @@ -2,6 +2,11 @@ import CreateEphemeralMeasureButton from "@rilldata/web-common/features/dashboards/ephemeral-measures/CreateEphemeralMeasureButton.svelte"; import { ephemeralMeasureDialog } from "@rilldata/web-common/features/dashboards/ephemeral-measures/dialog-store"; import { ephemeralMeasureNameSet } from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; + import { + precisionStateFor, + requestExactNames, + } from "@rilldata/web-common/features/dashboards/exact-measures/exact-measures"; + import { exploreExactSurface } from "@rilldata/web-common/features/dashboards/exact-measures/explore-surfaces"; import { getStateManagers } from "@rilldata/web-common/features/dashboards/state-managers/state-managers"; import { useTimeControlStore } from "@rilldata/web-common/features/dashboards/time-controls/time-control-store"; import MeasureBigNumber from "./MeasureBigNumber.svelte"; @@ -17,9 +22,11 @@ selectors: { measures: { allMeasures, visibleMeasures }, tags: { measureTagIndex }, + exactMeasures: { exactMeasureContext }, }, actions: { measures: { setMeasureVisibility }, + exactMeasures: { toggleExactMeasure }, }, } = ctx; @@ -28,6 +35,9 @@ $: visibleMeasureNames = $visibleMeasures .map(({ name }) => name) .filter(isDefined); + // The big numbers are one surface: a click applies to this row only. + $: exactContext = $exactMeasureContext(exploreExactSurface.measures); + $: exactRequestNames = requestExactNames(visibleMeasureNames, exactContext); $: allMeasureNames = $allMeasures.map(({ name }) => name).filter(isDefined); function isDefined(value: string | undefined): value is string { return value !== undefined; @@ -61,11 +71,16 @@
{#each $visibleMeasures as measure (measure.name)} + {@const measureName = measure.name ?? ""}
+ toggleExactMeasure(exploreExactSurface.measures, measureName)} withTimeseries={false} {metricsViewName} where={whereFilter} diff --git a/web-common/src/features/dashboards/dimension-table/DimensionDisplay.svelte b/web-common/src/features/dashboards/dimension-table/DimensionDisplay.svelte index d626173314a4..32ef0877ac86 100644 --- a/web-common/src/features/dashboards/dimension-table/DimensionDisplay.svelte +++ b/web-common/src/features/dashboards/dimension-table/DimensionDisplay.svelte @@ -1,5 +1,13 @@ + + + + + {tooltip} + + + + diff --git a/web-common/src/features/dashboards/exact-measures/exact-measure-queries.spec.ts b/web-common/src/features/dashboards/exact-measures/exact-measure-queries.spec.ts new file mode 100644 index 000000000000..bd862305f8f0 --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/exact-measure-queries.spec.ts @@ -0,0 +1,189 @@ +import { DashboardFetchMocks } from "@rilldata/web-common/features/dashboards/dashboard-fetch-mocks"; +import { exploreExactSurface } from "./explore-surfaces"; +import { + AD_BIDS_BID_PRICE_MEASURE, + AD_BIDS_EXPLORE_INIT, + AD_BIDS_EXPLORE_NAME, + AD_BIDS_IMPRESSIONS_MEASURE, + AD_BIDS_METRICS_INIT_WITH_TIME, + AD_BIDS_NAME, + AD_BIDS_PUBLISHER_DIMENSION, +} from "@rilldata/web-common/features/dashboards/stores/test-data/data"; +import { metricsExplorerStore } from "@rilldata/web-common/features/dashboards/stores/dashboard-stores"; +import { initStateManagers } from "@rilldata/web-common/features/dashboards/stores/test-data/helpers"; +import { createTimeSeriesDataStore } from "@rilldata/web-common/features/dashboards/time-series/timeseries-data-store"; +import { asyncWait } from "@rilldata/web-common/lib/waitUtils"; +import type { V1MetricsViewSpec } from "@rilldata/web-common/runtime-client"; +import { beforeEach, describe, expect, it, vi } from "vitest"; + +// The bid price measure gets an exact variant; impressions stays single-precision. +// `bid_price_per_impression` is calculated from both; the explore does not show it. +const BID_PRICE_PER_IMPRESSION_MEASURE = "bid_price_per_impression"; +const AD_BIDS_METRICS_WITH_EXACT: V1MetricsViewSpec = { + ...AD_BIDS_METRICS_INIT_WITH_TIME, + measures: [ + ...(AD_BIDS_METRICS_INIT_WITH_TIME.measures?.map((measure) => + measure.name === AD_BIDS_BID_PRICE_MEASURE + ? { ...measure, exactExpression: "avg(bid_price)" } + : measure, + ) ?? []), + { + name: BID_PRICE_PER_IMPRESSION_MEASURE, + expression: "bid_price / impressions", + referencedMeasures: [ + AD_BIDS_BID_PRICE_MEASURE, + AD_BIDS_IMPRESSIONS_MEASURE, + ], + }, + ], +}; + +describe("exact measures in explore queries", () => { + const dashboardFetchMocks = DashboardFetchMocks.useDashboardFetchMocks(); + + let requestBodies: string[] = []; + + beforeEach(() => { + requestBodies = []; + const inner = globalThis.fetch; + vi.stubGlobal("fetch", (url: any, opts: any) => { + const body = opts?.body; + if (body) { + requestBodies.push( + typeof body === "string" + ? body + : new TextDecoder().decode(body as ArrayBufferView), + ); + } + return inner(url, opts); + }); + + dashboardFetchMocks.mockMetricsExplore( + AD_BIDS_EXPLORE_NAME, + AD_BIDS_METRICS_WITH_EXACT, + AD_BIDS_EXPLORE_INIT, + ); + dashboardFetchMocks.mockTimeRangeSummary(AD_BIDS_NAME, { + min: "2022-01-01", + max: "2022-03-31", + }); + dashboardFetchMocks.mockMetricsViewTimeRanges( + AD_BIDS_NAME, + "2022-01-01T00:00:00Z", + "2022-03-31T00:00:00Z", + ); + dashboardFetchMocks.mockMetricsViewAggregation( + new RegExp(`"name":"${AD_BIDS_PUBLISHER_DIMENSION}"`), + { + schema: { fields: [{ name: AD_BIDS_PUBLISHER_DIMENSION }] }, + data: [{ [AD_BIDS_PUBLISHER_DIMENSION]: "Google" }], + }, + ); + }); + + it("flags only the selected measure and resets after a filter change", async () => { + const { stateManagers, destroy } = initStateManagers(); + + stateManagers.actions.exactMeasures.toggleExactMeasure( + exploreExactSurface.measures, + AD_BIDS_BID_PRICE_MEASURE, + ); + + const unsub = createTimeSeriesDataStore(stateManagers).subscribe(() => {}); + await asyncWait(500); + + const aggregationBodies = requestBodies.filter( + (body) => + body.includes(`"name":"${AD_BIDS_BID_PRICE_MEASURE}"`) && + !body.includes("measureNames"), + ); + expect(aggregationBodies.length).toBeGreaterThan(0); + for (const body of aggregationBodies) { + expect(body).toMatch( + new RegExp(`"name":"${AD_BIDS_BID_PRICE_MEASURE}","exact":true`), + ); + expect(body).not.toMatch( + new RegExp(`"name":"${AD_BIDS_IMPRESSIONS_MEASURE}","exact":true`), + ); + } + + const timeSeriesBodies = requestBodies.filter((body) => + body.includes("measureNames"), + ); + expect(timeSeriesBodies.length).toBeGreaterThan(0); + for (const body of timeSeriesBodies) { + expect(body).toContain( + `"exactMeasureNames":["${AD_BIDS_BID_PRICE_MEASURE}"]`, + ); + } + + // A query context change (here: comparing by a dimension) resets the + // selection: the next queries are approximate. + requestBodies = []; + metricsExplorerStore.setComparisonDimension( + AD_BIDS_EXPLORE_NAME, + AD_BIDS_PUBLISHER_DIMENSION, + ); + await asyncWait(500); + + expect(requestBodies.length).toBeGreaterThan(0); + expect( + requestBodies.filter((body) => body.includes('"exact":true')), + ).toEqual([]); + expect( + requestBodies.filter((body) => body.includes("exactMeasureNames")), + ).toEqual([]); + + unsub(); + destroy(); + }); + + it("ignores a selection of a derived measure: derived measures have no exact variant", async () => { + const { stateManagers, destroy } = initStateManagers(); + + // The derived measure is calculated from bid_price, but selecting it must + // not make bid_price exact: only measures with their own exact expression + // have exact behavior. + stateManagers.actions.exactMeasures.toggleExactMeasure( + exploreExactSurface.measures, + BID_PRICE_PER_IMPRESSION_MEASURE, + ); + + const unsub = createTimeSeriesDataStore(stateManagers).subscribe(() => {}); + await asyncWait(500); + + expect(requestBodies.length).toBeGreaterThan(0); + expect( + requestBodies.filter((body) => body.includes('"exact":true')), + ).toEqual([]); + expect( + requestBodies.filter((body) => body.includes("exactMeasureNames")), + ).toEqual([]); + + unsub(); + destroy(); + }); + + it("keeps the time series approximate for a selection made in a leaderboard", async () => { + const { stateManagers, destroy } = initStateManagers(); + + stateManagers.actions.exactMeasures.toggleExactMeasure( + exploreExactSurface.leaderboard(AD_BIDS_PUBLISHER_DIMENSION), + AD_BIDS_BID_PRICE_MEASURE, + ); + + const unsub = createTimeSeriesDataStore(stateManagers).subscribe(() => {}); + await asyncWait(500); + + expect(requestBodies.length).toBeGreaterThan(0); + expect( + requestBodies.filter((body) => body.includes('"exact":true')), + ).toEqual([]); + expect( + requestBodies.filter((body) => body.includes("exactMeasureNames")), + ).toEqual([]); + + unsub(); + destroy(); + }); +}); diff --git a/web-common/src/features/dashboards/exact-measures/exact-measures-store.spec.ts b/web-common/src/features/dashboards/exact-measures/exact-measures-store.spec.ts new file mode 100644 index 000000000000..da3c7c5f71ec --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/exact-measures-store.spec.ts @@ -0,0 +1,120 @@ +import { + metricsExplorerStore, + updateMetricsExplorerByName, +} from "@rilldata/web-common/features/dashboards/stores/dashboard-stores"; +import { createInExpression } from "@rilldata/web-common/features/dashboards/stores/filter-utils"; +import { + AD_BIDS_BID_PRICE_MEASURE, + AD_BIDS_EXPLORE_INIT, + AD_BIDS_EXPLORE_NAME, + AD_BIDS_IMPRESSIONS_MEASURE, + AD_BIDS_METRICS_3_MEASURES_DIMENSIONS, + AD_BIDS_PUBLISHER_COUNT_MEASURE, + AD_BIDS_PUBLISHER_DIMENSION, + AD_BIDS_TIME_RANGE_SUMMARY, +} from "@rilldata/web-common/features/dashboards/stores/test-data/data"; +import { getInitExploreStateForTest } from "@rilldata/web-common/features/dashboards/stores/test-data/helpers"; +import { get } from "svelte/store"; +import { beforeEach, describe, expect, it } from "vitest"; +import { toggleExactMeasure } from "../state-managers/actions/exact-measures"; +import { exploreExactSurface } from "./explore-surfaces"; +import { selectedExactMeasureNames } from "../state-managers/selectors/exact-measures"; +import { setMeasureVisibility } from "../state-managers/actions/measures"; + +function exploreState() { + return get(metricsExplorerStore).entities[AD_BIDS_EXPLORE_NAME]; +} + +function toggle( + measureName: string, + surface: string = exploreExactSurface.measures, +) { + updateMetricsExplorerByName(AD_BIDS_EXPLORE_NAME, (dashboard) => + toggleExactMeasure({ dashboard }, surface, measureName), + ); +} + +function selected(surface: string = exploreExactSurface.measures) { + return [...selectedExactMeasureNames({ dashboard: exploreState() }, surface)]; +} + +describe("exact measure selection in the explore store", () => { + beforeEach(() => { + metricsExplorerStore.remove(AD_BIDS_EXPLORE_NAME); + metricsExplorerStore.init( + AD_BIDS_EXPLORE_NAME, + getInitExploreStateForTest( + AD_BIDS_METRICS_3_MEASURES_DIMENSIONS, + AD_BIDS_EXPLORE_INIT, + AD_BIDS_TIME_RANGE_SUMMARY, + ), + ); + }); + + it("toggles a measure on and off", () => { + expect(selected()).toEqual([]); + + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + expect(selected()).toEqual([AD_BIDS_PUBLISHER_COUNT_MEASURE]); + + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + expect(exploreState().exactMeasures).toBeUndefined(); + }); + + it("resets when the query context changes", () => { + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + + updateMetricsExplorerByName(AD_BIDS_EXPLORE_NAME, (dashboard) => { + dashboard.whereFilter = createInExpression(AD_BIDS_PUBLISHER_DIMENSION, [ + "Google", + ]); + }); + + expect(exploreState().exactMeasures).toBeUndefined(); + expect(selected()).toEqual([]); + }); + + it("resets when the sort changes", () => { + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + updateMetricsExplorerByName(AD_BIDS_EXPLORE_NAME, (dashboard) => { + dashboard.leaderboardSortByMeasureName = AD_BIDS_BID_PRICE_MEASURE; + }); + expect(exploreState().exactMeasures).toBeUndefined(); + }); + + it("keeps the surfaces independent", () => { + const leaderboard = exploreExactSurface.leaderboard( + AD_BIDS_PUBLISHER_DIMENSION, + ); + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + expect(selected(leaderboard)).toEqual([]); + + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE, leaderboard); + expect(exploreState().exactMeasures?.surfaces).toEqual({ + [exploreExactSurface.measures]: [AD_BIDS_PUBLISHER_COUNT_MEASURE], + [leaderboard]: [AD_BIDS_PUBLISHER_COUNT_MEASURE], + }); + + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + expect(selected()).toEqual([]); + expect(selected(leaderboard)).toEqual([AD_BIDS_PUBLISHER_COUNT_MEASURE]); + }); + + it("survives presentation changes", () => { + toggle(AD_BIDS_PUBLISHER_COUNT_MEASURE); + + updateMetricsExplorerByName(AD_BIDS_EXPLORE_NAME, (dashboard) => + setMeasureVisibility( + { dashboard }, + [AD_BIDS_IMPRESSIONS_MEASURE, AD_BIDS_PUBLISHER_COUNT_MEASURE], + [ + AD_BIDS_IMPRESSIONS_MEASURE, + AD_BIDS_BID_PRICE_MEASURE, + AD_BIDS_PUBLISHER_COUNT_MEASURE, + ], + ), + ); + + expect(selected()).toEqual([AD_BIDS_PUBLISHER_COUNT_MEASURE]); + }); +}); diff --git a/web-common/src/features/dashboards/exact-measures/exact-measures.spec.ts b/web-common/src/features/dashboards/exact-measures/exact-measures.spec.ts new file mode 100644 index 000000000000..aac1f67efee7 --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/exact-measures.spec.ts @@ -0,0 +1,165 @@ +import type { MetricsViewSpecMeasure } from "@rilldata/web-common/runtime-client"; +import { describe, expect, it } from "vitest"; +import { + createExactMeasureContext, + hasExactVariant, + precisionStateFor, + requestExactNames, + toggleSurfaceInSelection, + withExactVariant, +} from "./exact-measures"; + +const MEASURES: MetricsViewSpecMeasure[] = [ + { + name: "users", + expression: "approx_count_distinct(user_id)", + exactExpression: "count(DISTINCT user_id)", + }, + { + name: "sessions", + expression: "approx_count_distinct(session_id)", + exactExpression: "count(DISTINCT session_id)", + }, + { name: "revenue", expression: "sum(revenue)" }, + // Derived measures cannot define an exact expression: they are calculated + // from the other measures as the query computes them. + { + name: "revenue_per_user", + expression: "revenue / users", + referencedMeasures: ["revenue", "users"], + }, +]; + +function context(selected: string[]) { + return createExactMeasureContext(new Set(selected), MEASURES); +} + +describe("hasExactVariant", () => { + it("is true for a measure with its own exact expression", () => { + expect(hasExactVariant("users", context([]))).toBe(true); + }); + + it("is false for derived measures and measures without one", () => { + expect(hasExactVariant("revenue", context([]))).toBe(false); + expect(hasExactVariant("revenue_per_user", context([]))).toBe(false); + expect(hasExactVariant("unknown", context([]))).toBe(false); + }); +}); + +describe("resolved exact measures", () => { + it("is empty without a selection", () => { + expect(context([]).exact.size).toBe(0); + }); + + it("is the selected measures that define an exact expression", () => { + expect([...context(["users"]).exact]).toEqual(["users"]); + expect([...context(["users", "revenue", "sessions"]).exact]).toEqual([ + "users", + "sessions", + ]); + }); + + it("ignores a selection without exact variants, including derived measures", () => { + expect(context(["revenue"]).exact.size).toBe(0); + expect(context(["revenue_per_user"]).exact.size).toBe(0); + }); +}); + +describe("precisionStateFor", () => { + it("returns null for measures without an exact variant, so they render no chip", () => { + expect(precisionStateFor("revenue", context(["users"]))).toBeNull(); + expect( + precisionStateFor("revenue_per_user", context(["users"])), + ).toBeNull(); + }); + + it("is approximate by default", () => { + expect(precisionStateFor("users", context([]))).toBe("approx"); + }); + + it("is exact for selected measures", () => { + expect(precisionStateFor("users", context(["users"]))).toBe("exact"); + }); + + it("stays approximate for measures outside the selection", () => { + expect(precisionStateFor("sessions", context(["users"]))).toBe("approx"); + }); +}); + +describe("requestExactNames", () => { + it("is empty when nothing is selected", () => { + expect( + requestExactNames(["users", "revenue_per_user"], context([])), + ).toEqual(new Set()); + }); + + it("is empty when the selection has no exact variant", () => { + expect(requestExactNames(["revenue"], context(["revenue"]))).toEqual( + new Set(), + ); + }); + + it("flags the requested measures that are selected", () => { + expect( + requestExactNames( + ["users", "revenue", "revenue_per_user"], + context(["users", "sessions"]), + ), + ).toEqual(new Set(["users"])); + }); +}); + +describe("withExactVariant", () => { + it("keeps the measures with an exact expression of their own", () => { + expect( + withExactVariant( + ["users", "revenue", "revenue_per_user", "sessions"], + context([]), + ), + ).toEqual(["users", "sessions"]); + }); +}); + +describe("toggleSurfaceInSelection", () => { + const key = "ctx"; + + it("selects every measure of the surface at once", () => { + expect( + toggleSurfaceInSelection(undefined, key, "chart", ["users", "sessions"]), + ).toEqual({ contextKey: key, surfaces: { chart: ["users", "sessions"] } }); + }); + + it("clears the surface when all of its measures are selected, keeping other surfaces", () => { + const selection = { + contextKey: key, + surfaces: { chart: ["users", "sessions"], kpi: ["users"] }, + }; + expect( + toggleSurfaceInSelection(selection, key, "chart", ["sessions", "users"]), + ).toEqual({ contextKey: key, surfaces: { kpi: ["users"] } }); + }); + + it("completes a partial selection instead of clearing it", () => { + const selection = { contextKey: key, surfaces: { chart: ["users"] } }; + expect( + toggleSurfaceInSelection(selection, key, "chart", ["users", "sessions"]), + ).toEqual({ contextKey: key, surfaces: { chart: ["users", "sessions"] } }); + }); + + it("returns undefined when nothing is selected any more", () => { + const selection = { contextKey: key, surfaces: { chart: ["users"] } }; + expect( + toggleSurfaceInSelection(selection, key, "chart", ["users"]), + ).toBeUndefined(); + expect( + toggleSurfaceInSelection(undefined, key, "chart", []), + ).toBeUndefined(); + }); + + it("discards a selection made in another query context", () => { + const selection = { contextKey: "old", surfaces: { kpi: ["users"] } }; + expect( + toggleSurfaceInSelection(selection, key, "chart", ["users"]), + ).toEqual({ contextKey: key, surfaces: { chart: ["users"] } }); + }); +}); diff --git a/web-common/src/features/dashboards/exact-measures/exact-measures.ts b/web-common/src/features/dashboards/exact-measures/exact-measures.ts new file mode 100644 index 000000000000..5c29169f2cdc --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/exact-measures.ts @@ -0,0 +1,205 @@ +import type { MetricsViewSpecMeasure } from "@rilldata/web-common/runtime-client"; + +/** + * Precision of a measure on a dashboard surface. + * - "approx": the measure has an exact variant, and the approximate default is shown. + * - "exact": the viewer selected the measure, so its exact variant is computed. + * - "partial": only on a chip that controls several measures at once (a canvas chart): some of them are exact. + */ +export type PrecisionState = "approx" | "exact" | "partial"; + +/** + * Props of the precision chip rendered next to a measure name. Surfaces that + * render headers from column definitions (dimension table, pivot) carry them + * on the column. + */ +export interface PrecisionChipProps { + state: PrecisionState; + /** The measure's label, or the chart's title for a chip that controls a whole chart; used in the aria label. */ + measureLabel: string; + /** The surface's query for this measure is running an exact computation. */ + loading?: boolean; + /** The surface's exact query failed with this message. */ + error?: string; + onToggle?: () => void; + /** + * Called when the pointer or focus enters and leaves the chip. Hosts with a + * tooltip of their own hide it while the chip is hovered, so that only the + * chip's tooltip shows. + */ + onHoverChange?: (hovered: boolean) => void; +} + +/** + * The precision of every measure of one surface, resolved once from the + * measures selected in that surface so that its chips and requests agree. + * Shared by the explore and canvas dashboards; see `ExactSelection`. + */ +export interface ExactMeasureContext { + /** Measures selected as exact by the viewer in this surface. */ + selected: ReadonlySet; + /** Measures computed with their `exact_expression` on the surface: the selected measures that define one. */ + exact: ReadonlySet; + /** + * Whether the measure defines an `exact_expression`. Only simple measures + * do: derived and ad hoc measures have no exact variant and no chip, and + * are computed from the other measures as the query computes them. + */ + hasExactVariant: (name: string) => boolean; +} + +export const EMPTY_SET: ReadonlySet = new Set(); + +export const EMPTY_EXACT_CONTEXT: ExactMeasureContext = { + selected: EMPTY_SET, + exact: EMPTY_SET, + hasExactVariant: () => false, +}; + +/** + * The exact selection of a dashboard: the measures the viewer switched to + * exact, per surface, tied to the query context (filters, time controls, + * view) they were selected in. A surface is one query target with its own + * chips: the big-number row, one leaderboard, the dimension table, a pivot, a + * chart, a KPI grid. Surfaces are independent, so a click only re-runs the + * queries of the surface it is in. + */ +export interface ExactSelection { + contextKey: string; + surfaces: Record; +} + +/** + * The measures selected as exact in a surface, empty when the selection + * belongs to another query context. + */ +export function selectedInSurface( + selection: ExactSelection | undefined, + contextKey: string, + surface: string, +): ReadonlySet { + if (!selection || selection.contextKey !== contextKey) return EMPTY_SET; + const names = selection.surfaces[surface]; + return names?.length ? new Set(names) : EMPTY_SET; +} + +/** + * The selection after switching a measure of a surface between approximate and + * exact, for the given query context. A selection made in another context is + * discarded. Returns undefined when nothing is selected any more. + */ +export function toggleInSelection( + selection: ExactSelection | undefined, + contextKey: string, + surface: string, + measureName: string, +): ExactSelection | undefined { + const surfaces = + selection?.contextKey === contextKey ? { ...selection.surfaces } : {}; + const current = surfaces[surface] ?? []; + const names = current.includes(measureName) + ? current.filter((name) => name !== measureName) + : [...current, measureName]; + if (names.length) surfaces[surface] = names; + else delete surfaces[surface]; + return Object.keys(surfaces).length ? { contextKey, surfaces } : undefined; +} + +/** + * The selection after switching a whole surface between approximate and + * exact, for surfaces with one chip for all their measures (canvas charts): + * selects every given measure, or clears the surface when all of them are + * selected already. A selection made in another context is discarded. Returns + * undefined when nothing is selected any more. + */ +export function toggleSurfaceInSelection( + selection: ExactSelection | undefined, + contextKey: string, + surface: string, + measureNames: readonly string[], +): ExactSelection | undefined { + const surfaces = + selection?.contextKey === contextKey ? { ...selection.surfaces } : {}; + const current = new Set(surfaces[surface] ?? []); + // `every` holds for an empty list, which clears the surface as well. + if (measureNames.every((name) => current.has(name))) delete surfaces[surface]; + else surfaces[surface] = [...measureNames]; + return Object.keys(surfaces).length ? { contextKey, surfaces } : undefined; +} + +/** + * The context of a surface: its selection, filtered to the measures that + * define an `exact_expression`. A selection can outlive the metrics view it + * was made against (the project is edited while the dashboard is open), so a + * selected measure that lost its exact variant is ignored. + */ +export function createExactMeasureContext( + selected: ReadonlySet, + specMeasures: MetricsViewSpecMeasure[] | undefined, +): ExactMeasureContext { + const withExactVariant = new Set(); + for (const measure of specMeasures ?? []) { + if (measure.name && measure.exactExpression) { + withExactVariant.add(measure.name); + } + } + const exact = new Set(); + for (const name of selected) { + if (withExactVariant.has(name)) exact.add(name); + } + return { + selected, + exact: exact.size ? exact : EMPTY_SET, + hasExactVariant: (name) => withExactVariant.has(name), + }; +} + +/** Whether the measure can be computed exactly: it defines an `exact_expression`. */ +export function hasExactVariant( + name: string, + ctx: ExactMeasureContext, +): boolean { + return ctx.hasExactVariant(name); +} + +/** The given measures that have an exact variant; see `hasExactVariant`. */ +export function withExactVariant( + names: Iterable, + ctx: ExactMeasureContext, +): string[] { + const result: string[] = []; + for (const name of names) { + if (ctx.hasExactVariant(name)) result.push(name); + } + return result; +} + +/** + * The precision to show for a measure, or null when the measure has no exact + * variant and should render without a precision chip. + */ +export function precisionStateFor( + name: string, + ctx: ExactMeasureContext, +): PrecisionState | null { + if (!ctx.hasExactVariant(name)) return null; + return ctx.exact.has(name) ? "exact" : "approx"; +} + +/** + * The requested measures to flag `exact` in a request: the ones the surface + * computes exactly. `applyExactMeasures` flags the compute entries + * (comparisons, percent of total) of these measures as well, so a measure has + * the same value in every request of the surface. + */ +export function requestExactNames( + requested: Iterable, + ctx: ExactMeasureContext, +): Set { + const result = new Set(); + if (!ctx.exact.size) return result; + for (const name of requested) { + if (ctx.exact.has(name)) result.add(name); + } + return result; +} diff --git a/web-common/src/features/dashboards/exact-measures/explore-surfaces.ts b/web-common/src/features/dashboards/exact-measures/explore-surfaces.ts new file mode 100644 index 000000000000..01fdbd407484 --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/explore-surfaces.ts @@ -0,0 +1,14 @@ +/** + * The surfaces of an explore dashboard that carry precision chips. Each holds + * its own exact selection (see `ExactSelection`), so a click on a chip only + * re-runs the queries of the surface it is in. + */ +export const exploreExactSurface = { + /** The big numbers and their time series charts. */ + measures: "measures", + dimensionTable: "dimension-table", + /** The Time Dimension Detail page: its chart, totals and table. */ + tdd: "tdd", + pivot: "pivot", + leaderboard: (dimensionName: string) => `leaderboard:${dimensionName}`, +} as const; diff --git a/web-common/src/features/dashboards/exact-measures/measure-mapping.spec.ts b/web-common/src/features/dashboards/exact-measures/measure-mapping.spec.ts new file mode 100644 index 000000000000..3ba5d69e96e3 --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/measure-mapping.spec.ts @@ -0,0 +1,106 @@ +import { + applyExactMeasures, + exactTimeSeriesMeasureNames, +} from "@rilldata/web-common/features/dashboards/ephemeral-measures/measure-mapping"; +import { prepareMeasuresForRequest } from "@rilldata/web-common/features/dashboards/pivot/pivot-utils"; +import type { V1MetricsViewAggregationMeasure } from "@rilldata/web-common/runtime-client"; +import { describe, expect, it } from "vitest"; + +describe("applyExactMeasures", () => { + const measures: V1MetricsViewAggregationMeasure[] = [ + { name: "users" }, + { name: "revenue" }, + { name: "users__previous", comparisonValue: { measure: "users" } }, + { name: "users__delta_abs", comparisonDelta: { measure: "users" } }, + { name: "users__delta_rel", comparisonRatio: { measure: "users" } }, + { name: "users__percent_of_total", percentOfTotal: { measure: "users" } }, + { name: "revenue__delta_abs", comparisonDelta: { measure: "revenue" } }, + ]; + + it("flags the measure and the computes derived from it", () => { + expect(applyExactMeasures(measures, new Set(["users"]))).toEqual([ + { name: "users", exact: true }, + { name: "revenue" }, + { + name: "users__previous", + comparisonValue: { measure: "users" }, + exact: true, + }, + { + name: "users__delta_abs", + comparisonDelta: { measure: "users" }, + exact: true, + }, + { + name: "users__delta_rel", + comparisonRatio: { measure: "users" }, + exact: true, + }, + { + name: "users__percent_of_total", + percentOfTotal: { measure: "users" }, + exact: true, + }, + { name: "revenue__delta_abs", comparisonDelta: { measure: "revenue" } }, + ]); + }); + + it("is a no-op without exact measures", () => { + expect(applyExactMeasures(measures, undefined)).toBe(measures); + expect(applyExactMeasures(measures, new Set())).toBe(measures); + }); + + it("does not mutate the input", () => { + const input = [{ name: "users" }]; + applyExactMeasures(input, new Set(["users"])); + expect(input).toEqual([{ name: "users" }]); + }); +}); + +describe("exactTimeSeriesMeasureNames", () => { + it("keeps the requested names that are exact", () => { + expect( + exactTimeSeriesMeasureNames( + ["users", "revenue"], + new Set(["users", "other"]), + ), + ).toEqual(["users"]); + }); + + it("is undefined when none are exact", () => { + expect( + exactTimeSeriesMeasureNames(["revenue"], new Set(["users"])), + ).toBeUndefined(); + expect(exactTimeSeriesMeasureNames(["revenue"], undefined)).toBeUndefined(); + }); +}); + +describe("prepareMeasuresForRequest with exact measures", () => { + it("flags pivot measures and their comparison columns", () => { + expect( + prepareMeasuresForRequest( + [ + { name: "users" }, + { name: "users__delta_abs" }, + { name: "users__delta_rel" }, + { name: "revenue" }, + ], + undefined, + ["users"], + ), + ).toEqual([ + { name: "users", exact: true }, + { + name: "users__delta_abs", + comparisonDelta: { measure: "users" }, + exact: true, + }, + { + name: "users__delta_rel", + comparisonRatio: { measure: "users" }, + exact: true, + }, + { name: "revenue" }, + ]); + }); +}); diff --git a/web-common/src/features/dashboards/exact-measures/precision-chip-html.ts b/web-common/src/features/dashboards/exact-measures/precision-chip-html.ts new file mode 100644 index 000000000000..14ed65caf0b4 --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/precision-chip-html.ts @@ -0,0 +1,48 @@ +import { m } from "@rilldata/web-common/lib/i18n/gen/messages"; +import type { PrecisionChipProps } from "./exact-measures"; + +/** + * Attribute that marks the precision chip in headers rendered as HTML strings + * (the time dimension detail table). The table's mouse handler dispatches + * clicks on elements carrying it to `PrecisionChipProps.onToggle`. + */ +export const PRECISION_CHIP_TOGGLE_ATTRIBUTE = "exact-toggle"; + +/** + * HTML-string equivalent of `PrecisionChip.svelte`, for tables that render + * their headers as markup strings instead of components. Styles mirror the + * component; the tooltip is the native `title`. + */ +export function precisionChipHTML(precision: PrecisionChipProps): string { + const { state, loading, error } = precision; + let glyph = state === "approx" ? "≈" : "="; + let tooltip: string; + let colors = "border-border text-fg-muted bg-surface-background"; + if (loading) { + glyph = "…"; + tooltip = m.dashboard_precision_loading(); + colors = "border-primary-300 text-primary-700 bg-surface-background"; + } else if (error) { + glyph = "!"; + tooltip = m.dashboard_precision_error({ message: error }); + colors = "border-red-300 text-red-700 bg-red-50"; + } else if (state === "exact") { + tooltip = m.dashboard_precision_exact(); + colors = "border-primary-400 text-primary-700 bg-primary-100"; + } else if (state === "partial") { + tooltip = m.dashboard_precision_partial(); + colors = "border-primary-300 border-dashed text-primary-700 bg-primary-50"; + } else { + tooltip = m.dashboard_precision_approx(); + } + const cursor = precision.onToggle ? "cursor-pointer" : "cursor-default"; + return `${glyph}`; +} + +function escapeAttribute(value: string): string { + return value + .replaceAll("&", "&") + .replaceAll('"', """) + .replaceAll("<", "<") + .replaceAll(">", ">"); +} diff --git a/web-common/src/features/dashboards/exact-measures/query-context-key.spec.ts b/web-common/src/features/dashboards/exact-measures/query-context-key.spec.ts new file mode 100644 index 000000000000..5b83523975bd --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/query-context-key.spec.ts @@ -0,0 +1,80 @@ +import { + AD_BIDS_EXPLORE_INIT, + AD_BIDS_METRICS_3_MEASURES_DIMENSIONS, + AD_BIDS_PUBLISHER_DIMENSION, + AD_BIDS_TIME_RANGE_SUMMARY, +} from "@rilldata/web-common/features/dashboards/stores/test-data/data"; +import { getInitExploreStateForTest } from "@rilldata/web-common/features/dashboards/stores/test-data/helpers"; +import { createInExpression } from "@rilldata/web-common/features/dashboards/stores/filter-utils"; +import { DashboardState_ActivePage } from "@rilldata/web-common/proto/gen/rill/ui/v1/dashboard_pb"; +import { describe, expect, it } from "vitest"; +import { getQueryContextKey } from "./query-context-key"; + +function baseState() { + return getInitExploreStateForTest( + AD_BIDS_METRICS_3_MEASURES_DIMENSIONS, + AD_BIDS_EXPLORE_INIT, + AD_BIDS_TIME_RANGE_SUMMARY, + ); +} + +describe("getQueryContextKey", () => { + it("is stable for the same state", () => { + expect(getQueryContextKey(baseState())).toBe( + getQueryContextKey(baseState()), + ); + }); + + it("changes when the query context changes", () => { + const key = getQueryContextKey(baseState()); + + const filtered = baseState(); + filtered.whereFilter = createInExpression(AD_BIDS_PUBLISHER_DIMENSION, [ + "Google", + ]); + expect(getQueryContextKey(filtered)).not.toBe(key); + + const otherView = baseState(); + otherView.activePage = DashboardState_ActivePage.PIVOT; + expect(getQueryContextKey(otherView)).not.toBe(key); + + const otherTimezone = baseState(); + otherTimezone.selectedTimezone = "Asia/Kolkata"; + expect(getQueryContextKey(otherTimezone)).not.toBe(key); + + const otherSort = baseState(); + otherSort.leaderboardSortByMeasureName = "bid_price"; + expect(getQueryContextKey(otherSort)).not.toBe(key); + + const dimensionTable = baseState(); + dimensionTable.selectedDimensionName = AD_BIDS_PUBLISHER_DIMENSION; + expect(getQueryContextKey(dimensionTable)).not.toBe(key); + }); + + it("ignores presentation state", () => { + const key = getQueryContextKey(baseState()); + + const hidden = baseState(); + hidden.visibleMeasures = hidden.visibleMeasures.slice(0, 1); + hidden.allMeasuresVisible = false; + hidden.visibleDimensions = []; + hidden.allDimensionsVisible = false; + expect(getQueryContextKey(hidden)).toBe(key); + + const reordered = baseState(); + reordered.leaderboardMeasureNames = [ + ...reordered.leaderboardMeasureNames, + ].reverse(); + reordered.leaderboardShowContextForAllMeasures = true; + expect(getQueryContextKey(reordered)).toBe(key); + + const expandedPivot = baseState(); + expandedPivot.pivot = { + ...expandedPivot.pivot, + expanded: { "0": true }, + rowPage: 3, + columnPage: 2, + }; + expect(getQueryContextKey(expandedPivot)).toBe(key); + }); +}); diff --git a/web-common/src/features/dashboards/exact-measures/query-context-key.ts b/web-common/src/features/dashboards/exact-measures/query-context-key.ts new file mode 100644 index 000000000000..09b89aa31e4d --- /dev/null +++ b/web-common/src/features/dashboards/exact-measures/query-context-key.ts @@ -0,0 +1,44 @@ +import type { ExploreState } from "@rilldata/web-common/features/dashboards/stores/explore-state"; + +/** + * Serializes the parts of the explore state that change which queries the + * dashboard issues: filters, time controls, the active view and its + * configuration, and sorting. The exact-measure selection is tied to this key: + * when the key changes, the selection resets so new queries are approximate + * again and exact values are only fetched after an explicit click. + * + * Presentation-only state is excluded on purpose: showing, hiding or reordering + * measures and dimensions, context columns, chart type, pinned TDD values, + * pivot pagination and pivot row expansion keep the selection. + */ +export function getQueryContextKey(state: ExploreState): string { + return JSON.stringify({ + where: state.whereFilter, + thresholds: state.dimensionThresholdFilters, + excludeMode: [...(state.dimensionFilterExcludeMode?.entries() ?? [])], + timeRange: state.selectedTimeRange, + comparisonTimeRange: state.selectedComparisonTimeRange, + showTimeComparison: state.showTimeComparison, + timezone: state.selectedTimezone, + timeDimension: state.selectedTimeDimension, + scrub: state.selectedScrubRange, + page: state.activePage, + dimension: state.selectedDimensionName, + comparisonDimension: state.selectedComparisonDimension, + tddMeasure: state.tdd?.expandedMeasureName, + pivot: state.pivot + ? { + rows: state.pivot.rows, + columns: state.pivot.columns, + sorting: state.pivot.sorting, + enableComparison: state.pivot.enableComparison, + tableMode: state.pivot.tableMode, + rowLimit: state.pivot.rowLimit, + outermostRowLimit: state.pivot.outermostRowLimit, + } + : undefined, + sortBy: state.leaderboardSortByMeasureName, + sortDirection: state.sortDirection, + sortType: state.dashboardSortType, + }); +} diff --git a/web-common/src/features/dashboards/leaderboard/Leaderboard.svelte b/web-common/src/features/dashboards/leaderboard/Leaderboard.svelte index e295823b780d..f797bd1ac636 100644 --- a/web-common/src/features/dashboards/leaderboard/Leaderboard.svelte +++ b/web-common/src/features/dashboards/leaderboard/Leaderboard.svelte @@ -1,8 +1,17 @@ - -

{label}

+ +

+ {label} + {#if precision} + + (chipHovered = hovered)} + /> + + {/if} +

{label} diff --git a/web-common/src/features/dashboards/pivot/PivotTable.svelte b/web-common/src/features/dashboards/pivot/PivotTable.svelte index 8b9336d26cd7..1ba1faa29d5c 100644 --- a/web-common/src/features/dashboards/pivot/PivotTable.svelte +++ b/web-common/src/features/dashboards/pivot/PivotTable.svelte @@ -1,6 +1,7 @@