The dashboard is available at console.streamdal.com

The dashboard is one of the primary ways to interact with the Streamdal platform.

The dashboard enables you to:

  • Manage collections

  • Manage sources (hosted plumber)

  • Manage destinations

  • Manage schemas

  • Manage replays

  • Manage account, team and API tokens

  • Manage billing settings

Manage Collections

Event Envelope

When Batch receives events, it stores them using the following structure:

    "batch": {
        "info": {}
    "client": {
        "metadata": {headers, topic, offsets, etc},
        "payload": {your original payload}

Batch metadata

Our collectors enrich your events metadata which you can use in your queries.

Batch metadata:

  • batch.info.date_human

    • An ISO 8601 format timestamp

  • batch.info.date_string

    • A nanosecond UNIX timestamp

  • batch.info.request_id

    • A unique UUID assigned to this event

  • batch.info.source

    • Identifier for the (Batch) system that received the event

Search Syntax

The detailed collection view enables you to search through your event data using a Lucene-like syntax (such as used by ElasticSearch) and uses full-text search.

Our search supports the following operations:

  • Value contains or does NOT contain

  • Value is greater than, less than

  • Value is between X and Y

  • Date operations

  • Expression chaining

  • Search modifiers


Timestamps are "special". To fetch events that fit a specific time range, use the batch.info.date_human field which uses ISO 8601 format.

Timestamps in Batch metadata are using the UTC timezone.

Client Metadata

Client metadata is stored in parquet as a map[string]string and if queried via Athena (instead of the dashboard), you must use the following syntax:

SELECT * FROM $db.$table WHERE client.metadata['request_id'] = 'foo'

The above applies only to when querying parquet files via Athena or another parquet-capable platform.

Search Modifiers

It is possible to alter the results of a search by adding modifiers to the search query.

The modifier syntax is as follows: ${MODIFIER input} Or to use multiple modifiers: ${MODIFIER input AND MODIFIER input AND ...}

Available modifiers:

  1. ORDER_BY <field_name>

    1. Sort the results by a given field

    2. Equivalent to ORDER BY in SQL


    1. Sorts the returned data in ascending or descending order

    2. Equivalent to SQL ORDER BY ... ASC|DESC

  3. `LIMIT <number>`

    1. Limits the number of results returned by the search

    2. Equivalent to SQL LIMIT <number>

  4. `UNIQUE <field_name>`

    1. Limit results to unique values from a column

    2. Equivalent to SQL `GROUP BY ...`

You can chain multiple modifiers together by adding an AND between the modifiers.

Case matters for both modifier actions and the chaining keyword (AND).

Search Examples

All results

Fetch all results (for the picked time interval).


Any part of a string

Find any events that contain the string "foo" in any key or field.


Logical NOT

Find all events that do not contain the string foo in batch.info.source.

batch.info.source: (NOT foo)

Events ingested between timestamps

batch.info.date_human: [2021-03-08T22:29:05Z TO 2021-03-08T22:30:26Z]

Chaining multiple conditions

Find all events where client.payload.age is greater than 32 AND client.payload.title is set to "engineer".

client.payload.age: >32 AND client.payload.title: engineer.

Query by array length

You can query the length of an array using the length() function. The following query will match all records where my_array has 2 items

client.payload.my_array[].length(): 2

Greater than and less than operators are also supported: > , < , >=, and <=

The following query will match aall records where my_array has 3 or more items

client.payload.my_array[].length(): >=3

Specifying search modifiers

Find the event that has the oldest age:

client.payload.age: >32 ${ORDER client.payload.age AND SORT DESC AND LIMIT 1}

Exact matches

Due to how indexing works, searching for an exact values might provide false positives. Example Searching for foo when there are events with foobar will return both foo and foobar.

You have several options to get around this:

  1. Search for values that are unique and not part of any existing values

  2. Add additional constraints to the search

  3. Surround your field in double quotes so the value is treated as a single element

Manage Sources

Sources are managed relays for various data sources

Ideal for users with long running relays that do not want to host there own plumber instances

Manage Destinations

Destinations are required to use the replay functionality. A destination is an endpoint that collection data will be replayed to.

Manage Schemas

When using JSON or plain Batch will infer the schema. Protobuf schemas can not be inferred and must be uploaded.

Manage Replays

Since replays are based off of Parquet data stored in S3, you must specify a key in order to replay data.

This will work for a replay:

client.payload.field: foo

Batch will translate this to the following SQL query for Athena: SELECT ... WHERE client.payload.field = 'foo'

This won't work:


While the foo query is acceptable for searching for data, it cannot be used to facilitate a replay as there is nothing to indicate which field it represents.

Under the Hood

Replays are facilitated by searching for data via AWS Athena (Presto). To pull that off, Batch takes your Lucene query and translates it to SQL that can be executed in Athena.

One area that might be confusing is "wildcard" searches - as in, how do you write a Lucene query that will be translated to a SELECT ... WHERE foo LIKE '%bar%`?

To do so, surround your field search with * - the asterisk will cause the Batch query translator to use LIKE in the query and replace the asterisks with a %.


client.payload.foo: *bar*

Will be translated by Batch to:

SELECT ... FROM ... WHERE client.payload.foo LIKE '%bar%'

Manage Account

The account section allows user to manage passwords, teams, billing, and api keys

Access your account by clicking your avatar at the top right

Team Members

Invite or remove team members to manage collections


Adjust plan, change billing info, and review invoices

API Keys

API Keys are used to programmatically manage your Batch account and data.

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