Data Query Syntax Guide

Flashduty RUM Explorer provides powerful search capabilities, allowing you to quickly locate and analyze RUM data through flexible query syntax. Queries consist of terms and operators, supporting complex search condition combinations.

Query Basics

Queries support two types of terms:

Type	Description	Example
Single Term	A single word	`test`, `hello`
Phrase	A group of words surrounded by double quotes	`"hello flashduty"`

Boolean Operators

Operator	Description	Example
`AND`	Intersection: both terms must be in the selected view (default operator)	`error AND timeout`
`OR`	Union: either term is contained in the selected view, must be wrapped in `()`	`(error OR warning)`
`-`	Exclusion: the following term is not in the view	`error -timeout`

AI Natural-Language Queries

When you do not want to write DQL by hand, let AI turn a natural-language request into query conditions. In the RUM Explorer query field, click the AI Natural-Language Query icon on the left. You can also press ⌘ + Enter from the normal query mode, or Ctrl + Enter on Windows and Linux.

Describe what you want to find

Use natural language, such as “errors on Chrome,” “resource requests slower than 2 seconds,” or “checkout pages from the last 24 hours.” Press Enter to generate a preview.

Review the preview

The preview shows the DQL condition to add. When the request better fits another event type or time range, it also shows the event-type or time-range change.

Apply or undo

Click Apply, Append to Query, or Switch and Apply to confirm the change. After applying it, the confirmation message offers Undo to restore the previous query, event type, and time range.

Time expressions such as “last hour,” “yesterday,” and “past 7 days” update the Explorer time picker; they are not written as DQL conditions such as client_time. Performance-duration conditions remain DQL, for example view_loading_time:>2s.

Full-Text Search

Full-text search only supports some fields. If no results are found, please switch to field queries.

Query	Description
`hello`	Fields that exactly match `hello`
`hello*`	Fields that start with `hello`
`*hello`	Fields that end with `hello`
`hello`	Fields that contain `hello`
`"hello world"`	Fields that exactly match `"hello world"`

Escape Special Characters

When searching for field values containing special characters, you need to escape them with backslash \ or use double quotes.

The following characters are considered special: :, ", *, -, >, <, ,, (, ), [, ], \ and space

Attribute Search

Use attribute:term syntax to search specific attributes:

Query	Description
`browser_name:Chrome`	Search for browsers with value `Chrome`
`view_name:*/detail`	Search for view names ending with `/detail`
`-resource_status_code:0`	Search for resources with status code not `0`
`os_name:"Mac OS X"`	Search for OS names with value `"Mac OS X"`

Numeric Search

For numeric type attributes, comparison operators can be used:

Query	Description
`session_error_count:>5`	Search for sessions with error count greater than `5`
`view_time_spent:>=1.00min`	Search for views with time spent greater than `1min`
`session_view_count:[2 TO 8]`	Search for sessions with view count between `2` and `8`

Complex Query Examples

Error Analysis
Performance Analysis
Error Requests
Page Behavior

Search for Warning type errors that occurred in the wallet page:

error_message:Warning\:* view_url_path:/wallet/*

Search for views with loading time over 5 seconds that start with /incident/detail/:

view_loading_time:>=5s view_url_path:/incident/detail/*

Search for resources with request type fetch or xhr and status code not 200:

-resource_status_code:200 resource_type:(fetch OR xhr)

Search for views with URL /incident and action count greater than 2 or error count greater than 3:

view_url_path:/incident (view_action_count:>=2 OR view_error_count:>=3)

WeChat Mini Program-Specific Attributes

For View events collected from the WeChat Mini Program platform, the following queryable attributes are available in addition to the shared view_* fields. They help diagnose cold-start latency, setData cost, and lifecycle-stage durations:

Attribute	Description
`view_first_render`	First-screen render duration
`view_app_launch`	Mini Program launch duration
`view_loading_time`	Page load duration
`view_setdata_count`	Number of `setData` calls on the page
`view_setdata_duration`	Cumulative `setData` duration on the page
`view_onload_to_onshow`	Duration between `onLoad` and `onShow`
`view_onshow_to_onready`	Duration between `onShow` and `onReady`

For example, to find Mini Program pages with a first-screen render longer than 2 seconds:

source:miniprogram view_first_render:>2s

Advanced Search Tips

Time Range Search

Perform precise searches combined with time range:

view_loading_time:>2s client_time:>1758253826081

User Behavior Search

Search for user click behavior on the checkout page:

action_type:click view_url_path:/checkout/*

Device Type Search

Search for views with loading time over 3 seconds on mobile devices:

device_type:mobile view_loading_time:>3s

Geographic Location Search

Search for sessions with errors in China region:

geo_country:China session_error_count:>0

Best Practices

Use Quotes for Phrases

Ensure exact matching of multi-word phrases

Use Wildcards Wisely

Avoid overly broad search conditions

Combine Multiple Conditions

Build precise queries through AND/OR operators

Use Auto-Complete

Reduce input errors and improve search accuracy

Save frequently used search conditions to improve efficiency for repeated queries.

Quick Start

Analytics

SDK Integration

Performance

Error Tracking

Explorer

Session Replay

Best Practices

Others

Query Basics

Boolean Operators

AI Natural-Language Queries

Full-Text Search

Escape Special Characters

Attribute Search

Numeric Search

Complex Query Examples

WeChat Mini Program-Specific Attributes

Advanced Search Tips

Best Practices

Use Quotes for Phrases

Use Wildcards Wisely

Combine Multiple Conditions

Use Auto-Complete

Next Steps

RUM Explorer Overview

Distributed Tracing

​Query Basics

​Boolean Operators

​AI Natural-Language Queries

​Full-Text Search

​Escape Special Characters

​Attribute Search

​Numeric Search

​Complex Query Examples

​WeChat Mini Program-Specific Attributes

​Advanced Search Tips

​Best Practices

Use Quotes for Phrases

Use Wildcards Wisely

Combine Multiple Conditions

Use Auto-Complete

​Next Steps

RUM Explorer Overview

Distributed Tracing

Query Basics

Boolean Operators

AI Natural-Language Queries

Full-Text Search

Escape Special Characters

Attribute Search

Numeric Search

Complex Query Examples

WeChat Mini Program-Specific Attributes

Advanced Search Tips

Best Practices

Next Steps