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Reframe semantic-layer-internals.mdx around the contract the semantic layer offers an agent: declare what you want (a Semantic Query), KTX figures out how to compute it. Replaces the old "Context-Aware SQL" framing with a clear imperative-vs-declarative narrative. Adds a React Flow component (semantic-layer-flow.tsx) that contrasts a buggy 4-table agent-authored SQL (chasm trap, LEFT-JOIN-in-WHERE, hardcoded DATE_TRUNC) against the chasm-safe per-fact CTE SQL the planner actually emits, including the outer GROUP BY over the requested dimensions. Both lanes converge into a shared warehouse node and each SQL card now has parallel bullet notes (failures on the left, KTX behavior on the right). Side fixes bundled in: - include the /ktx basePath in the favicon metadata so the icon resolves under the production prefix - migrate docs-site/middleware.ts to docs-site/proxy.ts (Next 16 rename) - redirect / to /ktx/docs/getting-started/introduction so the apex docs URL works - add tests covering the apex redirect, the favicon basePath, and the middleware-to-proxy rename - propagate the Semantic Query terminology across the ktx-sl CLI reference, the context-layer concept page, and the agent-clients / primary-sources integration pages
168 lines
5.6 KiB
Text
168 lines
5.6 KiB
Text
---
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title: "ktx sl"
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description: "List, search, validate, or query semantic-layer sources."
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---
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Interact with your project's semantic layer. Semantic sources are YAML
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definitions that describe tables, columns, measures, joins, segments, and grain:
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the vocabulary agents use to generate correct SQL.
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## Command signature
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```bash
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ktx sl <subcommand> [options]
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```
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## Subcommands
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| Subcommand | Description |
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|-----------|-------------|
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| `list` | List semantic-layer sources |
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| `search <query>` | Search semantic-layer sources |
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| `validate <sourceName>` | Validate a semantic-layer source against the database schema |
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| `query` | Compile or execute a Semantic Query |
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## Options
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### `sl list`
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| Flag | Description | Default |
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|------|-------------|---------|
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| `--connection-id <id>` | Filter by KTX connection id | - |
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| `--output <mode>` | Output mode: `pretty` (default in TTY), `plain` (TSV), or `json` | `pretty` |
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| `--json` | Shortcut for `--output=json` (overrides `--output`) | `false` |
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### `sl search`
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| Flag | Description | Default |
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|------|-------------|---------|
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| `--connection-id <id>` | Filter by KTX connection id | - |
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| `--limit <number>` | Maximum search results | - |
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| `--output <mode>` | Output mode: `pretty` (default in TTY), `plain` (TSV), or `json` | `pretty` |
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| `--json` | Shortcut for `--output=json` (overrides `--output`) | `false` |
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### `sl validate`
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| Flag | Description | Default |
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|------|-------------|---------|
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| `--connection-id <id>` | KTX connection id (required) | - |
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### `sl query`
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| Flag | Description | Default |
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|------|-------------|---------|
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| `--connection-id <id>` | KTX connection id | - |
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| `--query-file <path>` | JSON Semantic Query file | - |
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| `--measure <measure>` | Measure to query; repeatable (at least one required) | - |
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| `--dimension <dimension>` | Dimension to include; repeatable | - |
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| `--filter <filter>` | Filter expression; repeatable | - |
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| `--segment <segment>` | Segment to include; repeatable | - |
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| `--order-by <field[:direction]>` | Order field, optionally suffixed with `:asc` or `:desc`; repeatable | - |
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| `--limit <n>` | Query limit | - |
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| `--include-empty` | Include empty rows | `false` |
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| `--format <format>` | Output format: `json` or `sql` | `json` |
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| `--execute` | Execute the compiled query against the database | `false` |
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| `--yes` | Install the managed Python runtime without prompting when required | `false` |
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| `--no-input` | Disable interactive managed runtime installation | - |
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| `--max-rows <n>` | Maximum rows to return when executing | - |
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`sl query` requires at least one `--measure` unless `--query-file` is set.
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`--query-file` should point to a JSON Semantic Query object.
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## Examples
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```bash
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# List all semantic sources
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ktx sl list
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# List sources for a specific connection
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ktx sl list --connection-id my-warehouse
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# List sources as JSON
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ktx sl list --json
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# Search sources as JSON
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ktx sl search "revenue" --json
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# Validate a source against the live schema
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ktx sl validate orders --connection-id my-warehouse
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# Compile a query and view the generated SQL
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ktx sl query \
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--connection-id my-warehouse \
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--measure orders.total_revenue \
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--dimension orders.created_date \
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--format sql
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# Execute a query with filters
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ktx sl query \
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--connection-id my-warehouse \
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--measure orders.total_revenue \
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--dimension orders.status \
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--filter "orders.created_date >= '2024-01-01'" \
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--execute \
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--max-rows 100
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# Query with ordering and limit
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ktx sl query \
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--connection-id my-warehouse \
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--measure orders.total_revenue \
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--dimension customers.country \
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--order-by total_revenue:desc \
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--limit 10 \
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--execute
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# Execute and cap the result set
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ktx sl query \
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--connection-id my-warehouse \
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--measure orders.count \
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--dimension orders.created_date \
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--execute \
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--max-rows 1000
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# Compile or execute without prompting for runtime installation
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ktx sl query \
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--connection-id my-warehouse \
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--measure orders.count \
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--execute \
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--yes
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# Execute a query from a JSON file
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ktx sl query \
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--connection-id my-warehouse \
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--query-file query.json \
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--execute \
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--max-rows 100
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```
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## Output
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Semantic-layer list and search commands return human-readable output by
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default. Use `--json` on `list` or `search` when an agent needs structured
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output. Use `--format sql` on `query` to inspect generated SQL before
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execution, or leave `--format json` for the compiled query and optional rows.
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Pretty `sl search` output shows `#1`, `#2`, and later rank badges for the
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displayed results. Plain and JSON output keep the raw `score` value, which is a
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ranking score rather than a percentage.
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```json
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{
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"sql": "SELECT orders.status, SUM(orders.total_amount) AS total_revenue FROM public.orders GROUP BY orders.status",
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"rows": [
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{
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"orders.status": "completed",
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"total_revenue": 125000
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}
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]
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}
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```
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## Common errors
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| Error | Cause | Recovery |
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|-------|-------|----------|
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| Source not found | Source name or connection id is wrong | Run `ktx sl list --json` and retry with an exact source name and connection id |
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| Validation fails | YAML references missing columns, invalid joins, or invalid SQL expressions | Fix the source YAML and rerun `ktx sl validate` |
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| Query compile fails | Measure, dimension, filter, or segment name is invalid | Search sources with `ktx sl search`, inspect the source YAML in your project files, then retry using declared fields |
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| Execution returns too many rows | `--max-rows` is missing or too high | Add `--max-rows` with a bounded value before executing |
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| Runtime install is blocked | Query execution needs the managed Python runtime and prompts are disabled | Run `ktx dev runtime install --feature core --yes`, or rerun `ktx sl query --yes` |
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