diff --git a/docs/category.json b/docs/category.json index 5e9b6f954a5..e98aa46aafe 100644 --- a/docs/category.json +++ b/docs/category.json @@ -65,7 +65,8 @@ "user/ppl/functions/system.md", "user/ppl/general/comments.md", "user/ppl/general/datatypes.md", - "user/ppl/general/identifiers.md" + "user/ppl/general/identifiers.md", + "user/ppl/tutorials/getting-started.md" ], "sql_cli": [ "user/dql/expressions.rst", diff --git a/docs/user/dql/metadata.rst b/docs/user/dql/metadata.rst index e4f55ef1b3e..e674129f9b0 100644 --- a/docs/user/dql/metadata.rst +++ b/docs/user/dql/metadata.rst @@ -35,7 +35,7 @@ Example 1: Show All Indices Information SQL query:: os> SHOW TABLES LIKE '%' - fetched rows / total rows = 24/24 + fetched rows / total rows = 25/25 +----------------+-------------+-------------------+------------+---------+----------+------------+-----------+---------------------------+----------------+ | TABLE_CAT | TABLE_SCHEM | TABLE_NAME | TABLE_TYPE | REMARKS | TYPE_CAT | TYPE_SCHEM | TYPE_NAME | SELF_REFERENCING_COL_NAME | REF_GENERATION | |----------------+-------------+-------------------+------------+---------+----------+------------+-----------+---------------------------+----------------| @@ -48,10 +48,11 @@ SQL query:: | docTestCluster | null | events_many_hosts | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | events_null | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | json_test | BASE TABLE | null | null | null | null | null | null | - | docTestCluster | null | mvcombine_data | BASE TABLE | null | null | null | null | null | null | + | docTestCluster | null | mvcombine_data | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | nested | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | nyc_taxi | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | occupation | BASE TABLE | null | null | null | null | null | null | + | docTestCluster | null | otel_logs | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | otellogs | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | people | BASE TABLE | null | null | null | null | null | null | | docTestCluster | null | state_country | BASE TABLE | null | null | null | null | null | null | diff --git a/docs/user/ppl/index.md b/docs/user/ppl/index.md index fc4bf7febdd..c9f1ec78d2d 100644 --- a/docs/user/ppl/index.md +++ b/docs/user/ppl/index.md @@ -1,107 +1,215 @@ # OpenSearch PPL Reference Manual -### Overview +## What is PPL? -Piped Processing Language (PPL), powered by OpenSearch, enables OpenSearch users with exploration and discovery of, and finding search patterns in data stored in OpenSearch, using a set of commands delimited by pipes (\|). These are essentially read-only requests to process data and return results. +Piped Processing Language (PPL) is a query language for exploring and analyzing data in OpenSearch. It uses an intuitive pipe (`|`) syntax to chain commands together, making it easy to filter, transform, and aggregate your data. -Currently, OpenSearch users can query data using either Query DSL or SQL. Query DSL is powerful and fast. However, it has a steep learning curve, and was not designed as a human interface to easily create ad hoc queries and explore user data. SQL allows users to extract and analyze data in OpenSearch in a declarative manner. OpenSearch now makes its search and query engine robust by introducing Piped Processing Language (PPL). It enables users to extract insights from OpenSearch with a sequence of commands delimited by pipes (\|). It supports a comprehensive set of commands including search, where, fields, rename, dedup, sort, eval, head, top and rare, and functions, operators and expressions. Even new users who have recently adopted OpenSearch, can be productive day one, if they are familiar with the pipe (\|) syntax. It enables developers, DevOps engineers, support engineers, site reliability engineers (SREs), and IT managers to effectively discover and explore log, monitoring and observability data stored in OpenSearch. +PPL is designed for developers, DevOps engineers, SREs, and anyone working with log, monitoring, and observability data. If you're familiar with Unix pipes or similar tools, you'll feel right at home. -We expand the capabilities of our Workbench, a comprehensive and integrated visual query tool currently supporting only SQL, to run on-demand PPL commands, and view and save results as text and JSON. We also add a new interactive standalone command line tool, the PPL CLI, to run on-demand PPL commands, and view and save results as text and JSON. -The query start with search command and then flowing a set of command delimited by pipe (\|). +### Why Use PPL? -for example, the following query retrieve firstname and lastname from accounts if age large than 18. - -```ppl ignore -source=accounts -| where age > 18 -| fields firstname, lastname +- **Intuitive syntax**: Chain commands with pipes, read queries left to right like a story +- **Fast exploration**: Quickly filter and analyze data without complex syntax +- **Powerful for logs**: Built specifically for log analysis and observability use cases +- **Easy to learn**: Start writing useful queries in minutes, master it in hours + +### PPL vs Other Query Languages + +**PPL** uses a pipeline approach that's easy to read and modify: +```ppl +source=logs | where status = "error" | stats count() by service +``` + +**SQL** requires understanding of clause order and grouping: +```sql +SELECT service, COUNT(*) FROM logs WHERE status = 'error' GROUP BY service +``` + +**Query DSL** is powerful but has a steep learning curve with nested JSON structures. + +### Quick Example + +Here's a simple query that finds errors and counts them by service: + +```ppl +source=logs +| where status = "error" +| stats count() by service +``` + +Sample result: ``` - -* **Interfaces** - - [Endpoint](interfaces/endpoint.md) - - [Protocol](interfaces/protocol.md) -* **Administration** - - [Plugin Settings](admin/settings.md) - - [Security Settings](admin/security.md) - - [Monitoring](admin/monitoring.md) - - [Datasource Settings](admin/datasources.md) - - [Prometheus Connector](admin/connectors/prometheus_connector.md) - - [Cross-Cluster Search](admin/cross_cluster_search.md) -* **Language Structure** - - [Identifiers](general/identifiers.md) - - [Data Types](general/datatypes.md) -* **Commands** - - The following commands are available in PPL: - **Note:** Experimental commands are ready for use, but specific parameters may change based on feedback. - -| Command Name | Version Introduced | Current Status | Command Description | -| --- | --- | --- | --- | -| [search command](cmd/search.md) | 1.0 | stable (since 1.0) | Retrieve documents from the index. | -| [where command](cmd/where.md) | 1.0 | stable (since 1.0) | Filter the search result using boolean expressions. | -| [subquery command](cmd/subquery.md) | 3.0 | experimental (since 3.0) | Embed one PPL query inside another for complex filtering and data retrieval operations. | -| [fields command](cmd/fields.md) | 1.0 | stable (since 1.0) | Keep or remove fields from the search result. | -| [rename command](cmd/rename.md) | 1.0 | stable (since 1.0) | Rename one or more fields in the search result. | -| [eval command](cmd/eval.md) | 1.0 | stable (since 1.0) | Evaluate an expression and append the result to the search result. | -| [replace command](cmd/replace.md) | 3.4 | experimental (since 3.4) | Replace text in one or more fields in the search result | -| [fillnull command](cmd/fillnull.md) | 3.0 | experimental (since 3.0) | Fill null with provided value in one or more fields in the search result. | -| [expand command](cmd/expand.md) | 3.1 | experimental (since 3.1) | Transform a single document into multiple documents by expanding a nested array field. | -| [flatten command](cmd/flatten.md) | 3.1 | experimental (since 3.1) | Flatten a struct or an object field into separate fields in a document. | -| [table command](cmd/table.md) | 3.3 | experimental (since 3.3) | Keep or remove fields from the search result using enhanced syntax options. | -| [stats command](cmd/stats.md) | 1.0 | stable (since 1.0) | Calculate aggregation from search results. | -| [eventstats command](cmd/eventstats.md) | 3.1 | experimental (since 3.1) | Calculate aggregation statistics and add them as new fields to each event. | -| [streamstats command](cmd/streamstats.md) | 3.4 | experimental (since 3.4) | Calculate cumulative or rolling statistics as events are processed in order. | -| [bin command](cmd/bin.md) | 3.3 | experimental (since 3.3) | Group numeric values into buckets of equal intervals. | -| [timechart command](cmd/timechart.md) | 3.3 | experimental (since 3.3) | Create time-based charts and visualizations. | -| [chart command](cmd/chart.md) | 3.4 | experimental (since 3.4) | Apply statistical aggregations to search results and group the data for visualizations. | -| [trendline command](cmd/trendline.md) | 3.0 | experimental (since 3.0) | Calculate moving averages of fields. | -| [sort command](cmd/sort.md) | 1.0 | stable (since 1.0) | Sort all the search results by the specified fields. | -| [reverse command](cmd/reverse.md) | 3.2 | experimental (since 3.2) | Reverse the display order of search results. | -| [head command](cmd/head.md) | 1.0 | stable (since 1.0) | Return the first N number of specified results after an optional offset in search order. | -| [dedup command](cmd/dedup.md) | 1.0 | stable (since 1.0) | Remove identical documents defined by the field from the search result. | -| [top command](cmd/top.md) | 1.0 | stable (since 1.0) | Find the most common tuple of values of all fields in the field list. | -| [rare command](cmd/rare.md) | 1.0 | stable (since 1.0) | Find the least common tuple of values of all fields in the field list. | -| [parse command](cmd/parse.md) | 1.3 | stable (since 1.3) | Parse a text field with a regular expression and append the result to the search result. | -| [grok command](cmd/grok.md) | 2.4 | stable (since 2.4) | Parse a text field with a grok pattern and append the results to the search result. | -| [rex command](cmd/rex.md) | 3.3 | experimental (since 3.3) | Extract fields from a raw text field using regular expression named capture groups. | -| [regex command](cmd/regex.md) | 3.3 | experimental (since 3.3) | Filter search results by matching field values against a regular expression pattern. | -| [spath command](cmd/spath.md) | 3.3 | experimental (since 3.3) | Extract fields from structured text data. | -| [patterns command](cmd/patterns.md) | 2.4 | stable (since 2.4) | Extract log patterns from a text field and append the results to the search result. | -| [join command](cmd/join.md) | 3.0 | stable (since 3.0) | Combine two datasets together. | -| [append command](cmd/append.md) | 3.3 | experimental (since 3.3) | Append the result of a sub-search to the bottom of the input search results. | -| [appendcol command](cmd/appendcol.md) | 3.1 | experimental (since 3.1) | Append the result of a sub-search and attach it alongside the input search results. | -| [lookup command](cmd/lookup.md) | 3.0 | experimental (since 3.0) | Add or replace data from a lookup index. | -| [multisearch command](cmd/multisearch.md) | 3.4 | experimental (since 3.4) | Execute multiple search queries and combine their results. | -| [ml command](cmd/ml.md) | 2.5 | stable (since 2.5) | Apply machine learning algorithms to analyze data. | -| [kmeans command](cmd/kmeans.md) | 1.3 | stable (since 1.3) | Apply the kmeans algorithm on the search result returned by a PPL command. | -| [ad command](cmd/ad.md) | 1.3 | deprecated (since 2.5) | Apply Random Cut Forest algorithm on the search result returned by a PPL command. | -| [describe command](cmd/describe.md) | 2.1 | stable (since 2.1) | Query the metadata of an index. | -| [explain command](cmd/explain.md) | 3.1 | stable (since 3.1) | Explain the plan of query. | -| [show datasources command](cmd/showdatasources.md) | 2.4 | stable (since 2.4) | Query datasources configured in the PPL engine. | -| [addtotals command](cmd/addtotals.md) | 3.5 | stable (since 3.5) | Adds row and column values and appends a totals column and row. | -| [addcoltotals command](cmd/addcoltotals.md) | 3.5 | stable (since 3.5) | Adds column values and appends a totals row. | -| [transpose command](cmd/transpose.md) | 3.5 | stable (since 3.5) | Transpose rows to columns. | -| [mvcombine command](cmd/mvcombine.md) | 3.5 | stable (since 3.4) | Combines values of a specified field across rows identical on all other fields. | -| [nomv command](cmd/nomv.md) | 3.6 | stable (since 3.6) | Converts a multivalue field to a single-value string by joining elements with newlines. | -| [mvexpand command](cmd/mvexpand.md) | 3.6 | stable (since 3.6) | Expand a multi-valued field into separate documents (one per value). | -| [graphlookup command](cmd/graphlookup.md) | 3.6 | experimental (since 3.6) | Performs recursive graph traversal on a collection using a BFS algorithm.| - - - [Syntax](cmd/syntax.md) - PPL query structure and command syntax formatting -* **Functions** - - [Aggregation Functions](functions/aggregations.md) - - [Collection Functions](functions/collection.md) - - [Condition Functions](functions/condition.md) - - [Cryptographic Functions](functions/cryptographic.md) - - [Date and Time Functions](functions/datetime.md) - - [Expressions](functions/expressions.md) - - [IP Address Functions](functions/ip.md) - - [JSON Functions](functions/json.md) - - [Math Functions](functions/math.md) - - [Relevance Functions](functions/relevance.md) - - [String Functions](functions/string.md) - - [System Functions](functions/system.md) - - [Type Conversion Functions](functions/conversion.md) -* **Optimization** - - [Optimization](../../user/optimization/optimization.rst) -* **Limitations** - - [Limitations](limitations/limitations.md) +service | count() +-----------------|-------- +payment-api | 145 +user-service | 89 +notification-svc | 34 +``` + +This query: +1. Starts with the `logs` data source +2. Filters to records where status equals "error" +3. Counts the errors grouped by service name + +--- + +## Getting Started + +New to PPL? Start here: + +**[Getting Started Tutorial](tutorials/getting-started.md)** - Learn PPL basics in 15 minutes with hands-on examples + +--- + +## Quick Command Reference + +All PPL commands organized by use case. Commands marked as **stable** are production-ready; **experimental** commands are ready for use but specific parameters may change based on feedback. + +### Filter & Search Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [search](cmd/search.md) | 1.0 | stable | Retrieve documents from index | `source=logs` | +| [where](cmd/where.md) | 1.0 | stable | Filter by condition | `where status = "error"` | +| [regex](cmd/regex.md) | 3.3 | experimental | Filter by regex pattern | `regex field="pattern"` | +| [subquery](cmd/subquery.md) | 3.0 | experimental | Embed query for filtering | `where field IN [ source=... \| fields field ]` | + +### Transform Data Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [fields](cmd/fields.md) | 1.0 | stable | Select specific fields | `fields timestamp, message` | +| [rename](cmd/rename.md) | 1.0 | stable | Rename fields | `rename old_name as new_name` | +| [eval](cmd/eval.md) | 1.0 | stable | Calculate new fields | `eval duration = end - start` | +| [replace](cmd/replace.md) | 3.4 | experimental | Replace text in fields | `replace field "old" with "new"` | +| [fillnull](cmd/fillnull.md) | 3.0 | experimental | Fill null values | `fillnull with 0 in field` | +| [table](cmd/table.md) | 3.3 | experimental | Enhanced field selection | `table field1, field2` | + +### Parse & Extract Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [parse](cmd/parse.md) | 1.3 | stable | Extract with regex | `parse message "Error: %{error}"` | +| [grok](cmd/grok.md) | 2.4 | stable | Extract with grok patterns | `grok message "%{COMMONAPACHELOG}"` | +| [rex](cmd/rex.md) | 3.3 | experimental | Extract with named groups | `rex field=message "(?\\d+)"` | +| [spath](cmd/spath.md) | 3.3 | experimental | Extract from structured text | `spath path=field.subfield` | +| [patterns](cmd/patterns.md) | 2.4 | stable | Discover log patterns | `patterns message` | + +### Aggregate & Analyze Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [stats](cmd/stats.md) | 1.0 | stable | Calculate aggregations | `stats count() by service` | +| [eventstats](cmd/eventstats.md) | 3.1 | experimental | Add stats as new fields | `eventstats avg(value) by group` | +| [streamstats](cmd/streamstats.md) | 3.4 | experimental | Cumulative statistics | `streamstats sum(amount) as total` | +| [bin](cmd/bin.md) | 3.3 | experimental | Group into buckets | `bin span=1h timestamp` | +| [timechart](cmd/timechart.md) | 3.3 | experimental | Time-based charts | `timechart span=1h count()` | +| [chart](cmd/chart.md) | 3.4 | experimental | Statistical charts | `chart count() by status, service` | +| [trendline](cmd/trendline.md) | 3.0 | experimental | Moving averages | `trendline sma(5, value)` | + +### Sort & Limit Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [sort](cmd/sort.md) | 1.0 | stable | Order results | `sort timestamp desc` | +| [reverse](cmd/reverse.md) | 3.2 | experimental | Reverse order | `reverse` | +| [head](cmd/head.md) | 1.0 | stable | Limit to first N | `head 10` | +| [dedup](cmd/dedup.md) | 1.0 | stable | Remove duplicates | `dedup user_id` | +| [top](cmd/top.md) | 1.0 | stable | Most common values | `top 5 service` | +| [rare](cmd/rare.md) | 1.0 | stable | Least common values | `rare 5 error_code` | + +### Join & Combine Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [join](cmd/join.md) | 3.0 | stable | Combine datasets | `join left=l right=r on l.id = r.id` | +| [append](cmd/append.md) | 3.3 | experimental | Append results | `append [ source=other ]` | +| [appendcol](cmd/appendcol.md) | 3.1 | experimental | Append columns | `appendcol [ source=other ]` | +| [lookup](cmd/lookup.md) | 3.0 | experimental | Enrich from lookup | `lookup users user_id` | +| [multisearch](cmd/multisearch.md) | 3.4 | experimental | Multiple searches | `multisearch [ source=logs1 ], [ source=logs2 ]` | + +### Array & Multi-Value Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [expand](cmd/expand.md) | 3.1 | experimental | Expand nested arrays | `expand array_field` | +| [flatten](cmd/flatten.md) | 3.1 | experimental | Flatten struct fields | `flatten object_field` | +| [mvexpand](cmd/mvexpand.md) | 3.6 | stable | Expand multi-value field | `mvexpand tags` | +| [mvcombine](cmd/mvcombine.md) | 3.5 | stable | Combine multi-values | `mvcombine field` | +| [nomv](cmd/nomv.md) | 3.6 | stable | Convert to single value | `nomv field` | + +### Utility Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [describe](cmd/describe.md) | 2.1 | stable | Show index metadata | `describe logs` | +| [explain](cmd/explain.md) | 3.1 | stable | Show query plan | `explain source=logs` | +| [show datasources](cmd/showdatasources.md) | 2.4 | stable | List datasources | `show datasources` | +| [addtotals](cmd/addtotals.md) | 3.5 | stable | Add row/column totals | `addtotals` | +| [addcoltotals](cmd/addcoltotals.md) | 3.5 | stable | Add column totals | `addcoltotals` | +| [transpose](cmd/transpose.md) | 3.5 | stable | Transpose rows/columns | `transpose` | + +### Machine Learning Commands + +| Command | Version | Status | Description | Syntax Example | +|---------|---------|--------|-------------|----------------| +| [ml](cmd/ml.md) | 2.5 | stable | Machine learning algorithms | `ml action="train" algorithm="kmeans"` | +| [kmeans](cmd/kmeans.md) | 1.3 | stable | K-means clustering | `kmeans centroids=3` | +| [ad](cmd/ad.md) | 1.3 | deprecated | Anomaly detection (use ml instead) | `ad` | +| [graphlookup](cmd/graphlookup.md) | 3.6 | experimental | Graph traversal | `graphlookup from=nodes connectFromField=id` | + +--- + +## Functions + +PPL provides a rich set of functions for data manipulation and analysis: + +### Common Functions by Category + +**Aggregation Functions** +`count()`, `sum()`, `avg()`, `min()`, `max()`, `stddev()`, `var()`, `percentile()`, `distinct_count()` + +**String Functions** +`concat()`, `substring()`, `upper()`, `lower()`, `trim()`, `length()`, `replace()`, `split()` + +**Date/Time Functions** +`now()`, `date_format()`, `date_add()`, `date_sub()`, `date_diff()`, `year()`, `month()`, `day()`, `hour()` + +**Math Functions** +`abs()`, `ceil()`, `floor()`, `round()`, `sqrt()`, `pow()`, `log()`, `exp()` + +**Condition Functions** +`if()`, `case()`, `coalesce()`, `nullif()`, `isnull()`, `isnotnull()` + +### Complete Function Reference + +- **[Aggregation Functions](functions/aggregations.md)** - Statistical calculations +- **[String Functions](functions/string.md)** - Text manipulation +- **[Date and Time Functions](functions/datetime.md)** - Temporal operations +- **[Math Functions](functions/math.md)** - Mathematical operations +- **[Condition Functions](functions/condition.md)** - Conditional logic +- **[Type Conversion Functions](functions/conversion.md)** - Data type conversions +- **[Collection Functions](functions/collection.md)** - Array and list operations +- **[Cryptographic Functions](functions/cryptographic.md)** - Hashing and encryption +- **[IP Address Functions](functions/ip.md)** - IP address manipulation +- **[JSON Functions](functions/json.md)** - JSON parsing and manipulation +- **[Relevance Functions](functions/relevance.md)** - Full-text search scoring +- **[System Functions](functions/system.md)** - System information +- **[Expressions](functions/expressions.md)** - Operators and expression syntax + +--- + +## Documentation & Resources + +- **[Optimization Guide](../../user/optimization/optimization.rst)** - Query performance tuning +- **[Limitations](limitations/limitations.md)** - Known limitations and workarounds +- **[OpenSearch Documentation](https://opensearch.org/docs/latest/)** - Main OpenSearch docs + +--- + +## Need Help? + +- **New to PPL?** Start with the [Getting Started Tutorial](tutorials/getting-started.md) +- **Have questions or issues?** + - Submit issues to the [OpenSearch SQL repository](https://github.com/opensearch-project/sql/issues) + - Join our [public Slack channel](https://opensearch.org/slack.html) for community support diff --git a/docs/user/ppl/tutorials/getting-started.md b/docs/user/ppl/tutorials/getting-started.md new file mode 100644 index 00000000000..4b553c4a2e3 --- /dev/null +++ b/docs/user/ppl/tutorials/getting-started.md @@ -0,0 +1,493 @@ +# Getting Started with PPL + +## What You'll Learn + +In this tutorial, you'll learn the fundamentals of Piped Processing Language (PPL) by exploring OpenTelemetry observability data. By the end, you'll be able to: + +- Write your first PPL query +- Filter data to find what matters +- Select specific fields to focus your analysis +- Aggregate data to uncover patterns +- Sort and limit results for better insights + +**Estimated time:** 15 minutes + +--- + +## What is PPL? + +Piped Processing Language (PPL) is a query language designed for exploring and analyzing data in OpenSearch. It uses a simple, intuitive syntax where you chain commands together using the pipe (`|`) operator, similar to Unix shell commands. + +Think of PPL as a data pipeline: you start with your data source, then pass it through a series of transformations, with each step refining your results until you get exactly what you need. + +### Why Use PPL? + +- **Intuitive syntax**: If you've used Unix pipes or similar tools, PPL will feel natural +- **Powerful for logs**: Designed specifically for log analysis and observability data +- **Fast exploration**: Quickly filter, transform, and aggregate data +- **Easy to learn**: Start writing useful queries in minutes + +### PPL vs SQL + +While OpenSearch also supports SQL, PPL offers advantages for exploratory analysis: + +```ppl +// PPL: Read left to right, like a story +source=otel_logs +| where severity = "ERROR" +| stats count() by service.name +``` + +```sql +-- SQL: More verbose with explicit GROUP BY clause +SELECT service.name, COUNT(*) +FROM otel_logs +WHERE severity = 'ERROR' +GROUP BY service.name +``` + +--- + +## Understanding the Dataset + +Throughout this tutorial, we'll use OpenTelemetry (OTEL) observability data. OTEL is the industry standard for collecting telemetry data (logs, metrics, and traces) from applications. + +### Sample Log Structure + +Our `otel_logs` index contains application logs with these key fields: + +| Field | Description | Example | +|-------|-------------|---------| +| `@timestamp` | When the log was created | `2024-03-15T10:30:45Z` | +| `severity` | Log level | `INFO`, `WARN`, `ERROR`, `DEBUG` | +| `service.name` | Application or service name | `checkout-service`, `payment-api` | +| `message` | Log message content | `Payment processed successfully` | +| `trace_id` | Distributed trace identifier | `a1b2c3d4e5f6...` | +| `span_id` | Span identifier within trace | `1a2b3c4d...` | +| `http.method` | HTTP request method | `GET`, `POST`, `PUT` | +| `http.status_code` | HTTP response status | `200`, `404`, `500` | +| `http.route` | API endpoint | `/api/checkout`, `/api/payment` | +| `user.id` | User identifier | `user_12345` | +| `duration_ms` | Operation duration | `245` | + +### Sample Document + +Here's an example document from the `otel_logs` index: + +```json +{ + "@timestamp": "2024-03-15T11:30:40.000Z", + "severity": "ERROR", + "service.name": "checkout-service", + "message": "Invalid product ID", + "trace_id": "a1b2c3d4e5f6g7h8i9j0", + "span_id": "1a2b3c4d5e6f7g8h", + "http.method": "POST", + "http.status_code": 400, + "http.route": "/api/checkout", + "user.id": "user_12345", + "duration_ms": 1250 +} +``` + +You can use this structure to generate similar test data for your own experiments. + +--- + +## Your First Query: Exploring the Data + +Let's start by looking at some sample data to understand what we're working with. + +### Step 1: Retrieve Sample Records + +The simplest PPL query retrieves data from a source: + +```ppl +source=otel_logs | fields @timestamp, severity, service.name, message | head 5 +``` + +```text +fetched rows / total rows = 5/5 ++---------------------+----------+------------------+---------------------------------+ +| @timestamp | severity | service.name | message | +|---------------------+----------+------------------+---------------------------------| +| 2024-03-15 11:30:40 | ERROR | checkout-service | Invalid product ID | +| 2024-03-15 11:30:40 | ERROR | payment-api | Insufficient funds check failed | +| 2024-03-15 11:30:50 | ERROR | checkout-service | Inventory check failed | +| 2024-03-15 11:30:50 | ERROR | payment-api | Transaction timeout | +| 2024-03-15 11:31:00 | ERROR | checkout-service | Invalid product ID | ++---------------------+----------+------------------+---------------------------------+ +``` + +**What this does:** +- `source=otel_logs` - Specifies which index to query +- `fields` - Selects specific fields to display +- `head 5` - Returns only the first 5 results + +**💡 Tip:** The `head` command is perfect for previewing data before building complex queries. + +--- + +## Filtering Data: Finding What Matters + +Now that we've seen the data, let's find specific information. The `where` command filters results based on conditions. + +### Step 2: Find All Errors + +Let's find all error logs to investigate issues: + +```ppl +source=otel_logs | where severity = "ERROR" | fields @timestamp, service.name, message | head 5 +``` + +```text +fetched rows / total rows = 5/5 ++---------------------+------------------+---------------------------------+ +| @timestamp | service.name | message | +|---------------------+------------------+---------------------------------| +| 2024-03-15 11:30:40 | checkout-service | Invalid product ID | +| 2024-03-15 11:30:40 | payment-api | Insufficient funds check failed | +| 2024-03-15 11:30:50 | checkout-service | Inventory check failed | +| 2024-03-15 11:30:50 | payment-api | Transaction timeout | +| 2024-03-15 11:31:00 | checkout-service | Invalid product ID | ++---------------------+------------------+---------------------------------+ +``` + +**What this does:** +- Filters to show only logs where `severity` equals `"ERROR"` +- Selects specific fields to display +- Limits results to 5 records + +### Step 3: Filter by Multiple Conditions + +Let's narrow down to errors from a specific service: + +```ppl +source=otel_logs | where severity = "ERROR" AND service.name = "checkout-service" | fields @timestamp, service.name, message +``` + +**What this does:** +- Uses `AND` to combine multiple conditions +- Shows only errors from the checkout service + +```text +fetched rows / total rows = 523/523 ++---------------------+------------------+-----------------------------+ +| @timestamp | service.name | message | +|---------------------+------------------+-----------------------------| +| 2024-03-15 11:30:40 | checkout-service | Invalid product ID | +| 2024-03-15 11:30:50 | checkout-service | Inventory check failed | +| 2024-03-15 11:31:00 | checkout-service | Invalid product ID | +| 2024-03-15 11:31:10 | checkout-service | Invalid product ID | +| 2024-03-15 11:31:20 | checkout-service | Invalid product ID | +| 2024-03-15 11:31:30 | checkout-service | Payment processing error | +| 2024-03-15 11:31:40 | checkout-service | Invalid product ID | +| 2024-03-15 11:31:50 | checkout-service | Order validation failed | +| 2024-03-15 11:32:00 | checkout-service | Payment processing error | +| 2024-03-15 11:32:10 | checkout-service | Database connection timeout | +| 2024-03-15 11:32:20 | checkout-service | Order validation failed | +| 2024-03-15 11:32:30 | checkout-service | Database connection timeout | +| 2024-03-15 11:32:40 | checkout-service | Payment processing error | +| 2024-03-15 11:32:50 | checkout-service | Invalid product ID | +| 2024-03-15 11:33:00 | checkout-service | Invalid product ID | +... ++---------------------+------------------+-----------------------------+ +``` + +### Step 4: Filter by Time Range + +Most log analysis focuses on recent data. Let's find errors from a specific time period: + +```ppl +source=otel_logs +| where severity = "ERROR" + AND @timestamp >= "2024-03-15 11:30:00" + AND @timestamp < "2024-03-15 11:31:00" +| fields @timestamp, service.name, message +| head 5 +``` + +```text +fetched rows / total rows = 5/5 ++---------------------+------------------+---------------------------------+ +| @timestamp | service.name | message | +|---------------------+------------------+---------------------------------| +| 2024-03-15 11:30:40 | checkout-service | Invalid product ID | +| 2024-03-15 11:30:40 | payment-api | Insufficient funds check failed | +| 2024-03-15 11:30:50 | checkout-service | Inventory check failed | +| 2024-03-15 11:30:50 | payment-api | Transaction timeout | +| 2024-03-15 11:30:00 | checkout-service | Inventory check failed | ++---------------------+------------------+---------------------------------+ +``` + +**What this does:** +- Filters to errors within a specific time window +- Uses string literals for timestamp comparison +- Shows the first 5 matching results + +**💡 Tip:** For relative time ranges, use functions like `date_sub(now(), INTERVAL 24 HOUR)` to calculate "24 hours ago" + +--- + +## Aggregating Data: Uncover Patterns + +Aggregation helps you understand trends and patterns in your data. + +### Step 5: Count Total Errors + +How many errors occurred? + +```ppl +source=otel_logs +| where severity = "ERROR" +| stats count() +``` + +**What this does:** +- `stats count()` counts all matching records +- Returns a single number + +**Expected output:** + +```text +fetched rows / total rows = 1/1 ++---------+ +| count() | +|---------| +| 1247 | ++---------+ +``` + +### Step 6: Count Errors by Service + +Which services have the most errors? + +```ppl +source=otel_logs +| where severity = "ERROR" +| stats count() by service.name +``` + +**What this does:** +- `by service.name` groups results by service +- Counts errors for each service + +**Expected output:** + +```text +fetched rows / total rows = 4/4 ++---------+------------------+ +| count() | service.name | +|---------+------------------| +| 523 | checkout-service | +| 198 | inventory-svc | +| 412 | payment-api | +| 114 | user-service | ++---------+------------------+ +``` + +### Step 7: Multiple Aggregations + +Let's get more insights with multiple aggregations: + +```ppl +source=otel_logs +| where severity = "ERROR" +| stats count() as error_count, + avg(duration_ms) as avg_duration, + max(duration_ms) as max_duration + by service.name +| eval avg_duration = round(avg_duration, 2) +| fields service.name, error_count, avg_duration, max_duration +``` + +**What this does:** +- Calculates multiple metrics per service +- Uses `as` to name the calculated fields +- Uses `eval` with `round()` function to limit decimal places to 2 +- Uses `fields` to control the column order in output +- Shows service name, error count, average duration, and max duration + +**Expected output:** + +```text +fetched rows / total rows = 4/4 ++------------------+-------------+--------------+--------------+ +| service.name | error_count | avg_duration | max_duration | +|------------------+-------------+--------------+--------------| +| checkout-service | 523 | 1267.99 | 5000 | +| inventory-svc | 198 | 466.71 | 1800 | +| payment-api | 412 | 894.33 | 3200 | +| user-service | 114 | 609.54 | 1094 | ++------------------+-------------+--------------+--------------+ +``` + +**💡 Insight:** The checkout-service has both the most errors and the longest durations - a clear area for investigation! + +--- + +## Sorting and Limiting: Prioritize Your Findings + +### Step 8: Sort Results + +Let's find which services have the most errors: + +```ppl +source=otel_logs +| where severity = "ERROR" +| stats count() as error_count by service.name +| sort error_count desc +``` + +**What this does:** +- `sort error_count desc` sorts by error count, highest first +- `desc` means descending (use `asc` for ascending) + +**Expected output:** + +```text +fetched rows / total rows = 4/4 ++-------------+------------------+ +| error_count | service.name | +|-------------+------------------| +| 523 | checkout-service | +| 412 | payment-api | +| 198 | inventory-svc | +| 114 | user-service | ++-------------+------------------+ +``` + +--- + +## Putting It All Together: A Real-World Query + +Let's combine everything we've learned to answer: "What are the top error patterns by service and HTTP status code?" + +```ppl +source=otel_logs +| where severity = "ERROR" + AND http.status_code >= 400 +| stats count() as error_count, + avg(duration_ms) as avg_response_time, + max(duration_ms) as max_response_time + by service.name, http.status_code +| eval avg_response_time = round(avg_response_time, 2) +| fields service.name, http.status_code, error_count, avg_response_time, max_response_time +| sort error_count desc +| head 10 +``` + +**What this query does:** + +1. **Filters** to errors with HTTP status codes 400+ +2. **Aggregates** error counts and response times by service and status code +3. **Rounds** average response time to 2 decimal places +4. **Selects** fields in a logical order for analysis +5. **Sorts** by error count to find the biggest problems +6. **Limits** to top 10 results + +**Expected output:** + +```text +fetched rows / total rows = 10/10 ++------------------+------------------+-------------+-------------------+-------------------+ +| service.name | http.status_code | error_count | avg_response_time | max_response_time | +|------------------+------------------+-------------+-------------------+-------------------| +| checkout-service | 400 | 265 | 1258.26 | 2354 | +| checkout-service | 500 | 258 | 1278.0 | 5000 | +| payment-api | 503 | 143 | 921.71 | 3200 | +| payment-api | 400 | 140 | 882.92 | 1593 | +| payment-api | 500 | 129 | 876.36 | 1525 | +| inventory-svc | 500 | 108 | 481.69 | 1800 | +| inventory-svc | 400 | 90 | 448.73 | 785 | +| user-service | 401 | 42 | 631.93 | 1094 | +| user-service | 403 | 37 | 568.08 | 972 | +| user-service | 500 | 35 | 626.49 | 1015 | ++------------------+------------------+-------------+-------------------+-------------------+ +``` + +**💡 Key Insights from this query:** + +- The checkout-service has the most errors with 265 errors for status code 400 and 258 for status code 500 +- Status code 400 (Bad Request) and 500 (Internal Server Error) are the most common across services +- Checkout-service has the slowest average response times (~1258-1278ms) +- User-service shows 401 (Unauthorized) and 403 (Forbidden) errors, suggesting authentication/authorization issues +- This data suggests prioritizing checkout-service for both error handling and performance optimization + +--- + +## Query Building Tips + +### Start Simple, Then Refine + +1. **Start broad**: `source=otel_logs | head 10` +2. **Add filters**: `| where severity = "ERROR"` +3. **Aggregate**: `| stats count() by service.name` +4. **Select fields**: `| fields @timestamp, service.name, message` +5. **Sort and limit**: `| sort count() desc | head 5` + +### Common Patterns + +**Pattern 1: Error Investigation** +```ppl +source=otel_logs +| where severity = "ERROR" AND service.name = "my-service" +| fields @timestamp, message, trace_id +| sort @timestamp desc +``` + +**Pattern 2: Performance Analysis** +```ppl +source=otel_logs +| where duration_ms > 1000 +| stats avg(duration_ms), max(duration_ms), count() by http.route +| sort avg(duration_ms) desc +``` + +**Pattern 3: Traffic Analysis** +```ppl +source=otel_logs +| where http.method = "POST" +| stats count() by http.route, http.status_code +| sort count() desc +``` + +--- + +## Next Steps + +Congratulations! You now know the fundamentals of PPL. Here's what to explore next: + +### Continue Learning + +- **[PPL Quick Reference](../index.md)** - Quick command/functions reference +- **[Functions Reference](../functions/index.md)** - Explore available functions for calculations +- **[PPL Syntax Guide](../cmd/syntax.md)** - Detailed syntax rules +- **[Data Types](../general/datatypes.md)** - Understanding PPL data types +- **[Limitations](../limitations/limitations.md)** - Known limitations and workarounds + +### Explore Advanced Features + +- **[Join Command](../cmd/join.md)** - Combine data from multiple sources +- **[Parse Command](../cmd/parse.md)** - Extract structured data from text +- **[Timechart Command](../cmd/timechart.md)** - Create time-based visualizations +- **[Patterns Command](../cmd/patterns.md)** - Discover log patterns automatically + +### Practice Exercises + +Try these queries on your own data: + +1. Find the slowest API endpoints in the last hour +2. Count log messages by severity level +3. Identify which users encountered the most errors +4. Calculate average response time by HTTP method +5. Find services with error rates above 5% + +--- + +## Getting Help + +- **[Limitations](../limitations/limitations.md)** - Known limitations and workarounds +- **Have questions or issues?** + - Submit issues to the [OpenSearch SQL repository](https://github.com/opensearch-project/sql/issues) + - Join our [public Slack channel](https://opensearch.org/slack.html) for community support diff --git a/doctest/test_data/otel_logs.json b/doctest/test_data/otel_logs.json new file mode 100644 index 00000000000..aa661129a65 --- /dev/null +++ b/doctest/test_data/otel_logs.json @@ -0,0 +1,1751 @@ +{"@timestamp": "2024-03-15T10:30:45.000Z", "severity": "INFO", "service.name": "checkout-service", "message": "Order created successfully", "http.status_code": 200, "duration_ms": 150, "http.route": "/api/checkout"} +{"@timestamp": "2024-03-15T10:30:46.000Z", "severity": "INFO", "service.name": "payment-api", "message": "Payment processed", "http.status_code": 200, "duration_ms": 320, "http.route": "/api/payment"} +{"@timestamp": "2024-03-15T10:30:47.000Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Database connection timeout", "http.status_code": 500, "duration_ms": 5000, "http.route": "/api/checkout"} +{"@timestamp": "2024-03-15T10:30:48.000Z", "severity": "WARN", "service.name": "inventory-svc", "message": "Low stock alert", "http.status_code": 200, "duration_ms": 80, "http.route": "/api/stock"} +{"@timestamp": "2024-03-15T10:30:49.000Z", "severity": "INFO", "service.name": "checkout-service", "message": "Order shipped", "http.status_code": 200, "duration_ms": 200, "http.route": "/api/checkout"} +{"@timestamp": "2024-03-15T10:31:12.000Z", "severity": "ERROR", "service.name": "payment-api", "message": "Payment gateway unavailable", "http.status_code": 503, "duration_ms": 3200, "http.route": "/api/payment"} +{"@timestamp": "2024-03-15T10:31:45.000Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Invalid product ID", "http.status_code": 400, "duration_ms": 450, "http.route": "/api/validate"} +{"@timestamp": "2024-03-15T10:32:03.000Z", "severity": "ERROR", "service.name": "inventory-svc", "message": "Failed to update stock", "http.status_code": 500, "duration_ms": 1800, "http.route": "/api/stock"} +{"@timestamp": "2024-03-15T10:33:22.000Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Order validation failed", "http.status_code": 400, "duration_ms": 380, "http.route": "/api/order"} +{"@timestamp": "2024-03-15T10:34:00Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Invalid product ID", "http.status_code": 500, "http.route": "/api/validate", "duration_ms": 1244.5} +{"@timestamp": "2024-03-15T10:34:00Z", "severity": "ERROR", "service.name": "payment-api", "message": "Transaction timeout", "http.status_code": 503, "http.route": "/api/refund", "duration_ms": 755.0} +{"@timestamp": "2024-03-15T10:34:00Z", "severity": "ERROR", "service.name": "inventory-svc", "message": "Warehouse connection error", "http.status_code": 400, "http.route": "/api/update", "duration_ms": 624.1} +{"@timestamp": "2024-03-15T10:34:00Z", "severity": "ERROR", "service.name": "user-service", "message": "Invalid user token", "http.status_code": 403, "http.route": "/api/session", "duration_ms": 845.6} +{"@timestamp": "2024-03-15T10:34:00Z", "severity": "WARN", "service.name": "checkout-service", "message": "High memory usage", "http.status_code": 429, "http.route": "/api/order", "duration_ms": 410.8} +{"@timestamp": "2024-03-15T10:34:05Z", "severity": "INFO", "service.name": "payment-api", "message": "Cache hit", "http.status_code": 200, "http.route": "/api/payment", "duration_ms": 247.9} +{"@timestamp": "2024-03-15T10:34:10Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Payment processing error", "http.status_code": 400, "http.route": "/api/checkout", "duration_ms": 997.8} +{"@timestamp": "2024-03-15T10:34:10Z", "severity": "ERROR", "service.name": "payment-api", "message": "Invalid payment method", "http.status_code": 500, "http.route": "/api/payment", "duration_ms": 1220.3} +{"@timestamp": "2024-03-15T10:34:10Z", "severity": "ERROR", "service.name": "inventory-svc", "message": "Stock level mismatch", "http.status_code": 500, "http.route": "/api/stock", "duration_ms": 501.0} +{"@timestamp": "2024-03-15T10:34:10Z", "severity": "ERROR", "service.name": "user-service", "message": "Session expired", "http.status_code": 401, "http.route": "/api/session", "duration_ms": 724.5} +{"@timestamp": "2024-03-15T10:34:10Z", "severity": "WARN", "service.name": "user-service", "message": "Slow query detected", "http.status_code": 200, "http.route": "/api/session", "duration_ms": 171.3} +{"@timestamp": "2024-03-15T10:34:15Z", "severity": "INFO", "service.name": "checkout-service", "message": "Operation completed", "http.status_code": 200, "http.route": "/api/order", "duration_ms": 171.9} +{"@timestamp": "2024-03-15T10:34:20Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Inventory check failed", "http.status_code": 400, "http.route": "/api/validate", "duration_ms": 1788.5} +{"@timestamp": "2024-03-15T10:34:20Z", "severity": "ERROR", "service.name": "payment-api", "message": "Payment gateway unavailable", "http.status_code": 503, "http.route": "/api/verify", "duration_ms": 1141.3} +{"@timestamp": "2024-03-15T10:34:20Z", "severity": "ERROR", "service.name": "inventory-svc", "message": "Warehouse connection error", "http.status_code": 400, "http.route": "/api/reserve", "duration_ms": 661.2} +{"@timestamp": "2024-03-15T10:34:20Z", "severity": "ERROR", "service.name": "user-service", "message": "Profile update failed", "http.status_code": 401, "http.route": "/api/login", "duration_ms": 1094.0} +{"@timestamp": "2024-03-15T10:34:20Z", "severity": "INFO", "service.name": "user-service", "message": "Request processed", "http.status_code": 200, "http.route": "/api/profile", "duration_ms": 491.7} +{"@timestamp": "2024-03-15T10:34:25Z", "severity": "INFO", "service.name": "inventory-svc", "message": "Cache hit", "http.status_code": 200, "http.route": "/api/stock", "duration_ms": 219.4} +{"@timestamp": "2024-03-15T10:34:30Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Payment processing error", "http.status_code": 500, "http.route": "/api/order", "duration_ms": 1042.3} +{"@timestamp": "2024-03-15T10:34:30Z", "severity": "ERROR", "service.name": "payment-api", "message": "Insufficient funds check failed", "http.status_code": 400, "http.route": "/api/payment", "duration_ms": 546.4} +{"@timestamp": "2024-03-15T10:34:30Z", "severity": "ERROR", "service.name": "inventory-svc", "message": "Failed to update stock", "http.status_code": 500, "http.route": "/api/reserve", "duration_ms": 528.2} +{"@timestamp": "2024-03-15T10:34:30Z", "severity": "ERROR", "service.name": "user-service", "message": "Profile update failed", "http.status_code": 403, "http.route": "/api/session", "duration_ms": 659.9} +{"@timestamp": "2024-03-15T10:34:30Z", "severity": "WARN", "service.name": "user-service", "message": "High memory usage", "http.status_code": 200, "http.route": "/api/login", "duration_ms": 363.2} +{"@timestamp": "2024-03-15T10:34:35Z", "severity": "WARN", "service.name": "checkout-service", "message": "Rate limit approaching", "http.status_code": 200, "http.route": "/api/order", "duration_ms": 481.9} +{"@timestamp": "2024-03-15T10:34:40Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Invalid product ID", "http.status_code": 400, "http.route": "/api/order", "duration_ms": 1293.2} +{"@timestamp": "2024-03-15T10:34:40Z", "severity": "ERROR", "service.name": "payment-api", "message": "Insufficient funds check failed", "http.status_code": 503, "http.route": "/api/payment", "duration_ms": 781.5} +{"@timestamp": "2024-03-15T10:34:40Z", "severity": "ERROR", "service.name": "inventory-svc", 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"Invalid product ID", "http.status_code": 400, "http.route": "/api/validate", "duration_ms": 1668.7} +{"@timestamp": "2024-03-15T11:59:30Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Invalid product ID", "http.status_code": 400, "http.route": "/api/order", "duration_ms": 1570.6} +{"@timestamp": "2024-03-15T11:59:40Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Database connection timeout", "http.status_code": 500, "http.route": "/api/order", "duration_ms": 994.1} +{"@timestamp": "2024-03-15T11:59:50Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Inventory check failed", "http.status_code": 500, "http.route": "/api/checkout", "duration_ms": 1882.9} +{"@timestamp": "2024-03-15T12:00:00Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Inventory check failed", "http.status_code": 500, "http.route": "/api/checkout", "duration_ms": 1219.2} +{"@timestamp": "2024-03-15T12:00:10Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Inventory check failed", "http.status_code": 500, "http.route": "/api/checkout", "duration_ms": 1180.4} +{"@timestamp": "2024-03-15T12:00:20Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Inventory check failed", "http.status_code": 500, "http.route": "/api/validate", "duration_ms": 1293.3} +{"@timestamp": "2024-03-15T12:00:30Z", "severity": "ERROR", "service.name": "checkout-service", "message": "Payment processing error", "http.status_code": 400, "http.route": "/api/order", "duration_ms": 1338.5} diff --git a/doctest/test_docs.py b/doctest/test_docs.py index 6283252065f..52d7030f86c 100644 --- a/doctest/test_docs.py +++ b/doctest/test_docs.py @@ -55,6 +55,7 @@ 'events_null': 'events_null.json', 'events_many_hosts': 'events_many_hosts.json', 'otellogs': 'otellogs.json', + 'otel_logs': 'otel_logs.json', 'time_data': 'time_test_data.json', 'time_data2': 'time_test_data2.json', 'time_test': 'time_test.json', diff --git a/doctest/test_mapping/otel_logs.json b/doctest/test_mapping/otel_logs.json new file mode 100644 index 00000000000..5d59c34143f --- /dev/null +++ b/doctest/test_mapping/otel_logs.json @@ -0,0 +1,40 @@ +{ + "mappings": { + "properties": { + "@timestamp": { + "type": "date", + "format": "strict_date_optional_time||epoch_millis" + }, + "severity": { + "type": "keyword" + }, + "service.name": { + "type": "keyword" + }, + "message": { + "type": "text" + }, + "trace_id": { + "type": "keyword" + }, + "span_id": { + "type": "keyword" + }, + "http.method": { + "type": "keyword" + }, + "http.status_code": { + "type": "integer" + }, + "http.route": { + "type": "keyword" + }, + "user.id": { + "type": "keyword" + }, + "duration_ms": { + "type": "integer" + } + } + } +}