---
acl_categories:
- '@cms'
- '@write'
- '@fast'
arguments:
- name: key
type: key
- name: error
type: double
- name: probability
type: double
categories:
- docs
- develop
- stack
- oss
- rs
- rc
- oss
- kubernetes
- clients
complexity: O(1)
description: Initializes a Count-Min Sketch to accommodate requested tolerances.
group: cms
hidden: false
linkTitle: CMS.INITBYPROB
module: Bloom
railroad_diagram: /images/railroad/cms.initbyprob.svg
since: 2.0.0
stack_path: docs/data-types/probabilistic
summary: Initializes a Count-Min Sketch to accommodate requested tolerances.
syntax_fmt: CMS.INITBYPROB key error probability
title: CMS.INITBYPROB
---
Initializes a Count-Min Sketch to accommodate requested tolerances.
### Parameters:
* **key**: The name of the sketch.
* **error**: Estimate size of error. The error is a percent of total counted
items. This effects the width of the sketch.
* **probability**: The desired probability for inflated count. This should
be a decimal value between 0 and 1. This effects the depth of the sketch.
For example, for a desired false positive rate of 0.1% (1 in 1000),
error_rate should be set to 0.001. The closer this number is to zero, the
greater the memory consumption per item and the more CPU usage per operation.
## Examples
```
redis> CMS.INITBYPROB test 0.001 0.01
OK
```
## Redis Software and Redis Cloud compatibility
| Redis
Software | Redis
Cloud | Notes |
|:----------------------|:-----------------|:------|
| ✅ Supported
| ✅ Flexible & Annual
✅ Free & Fixed | |
## Return information
{{< multitabs id="cms-initbyprob-return-info"
tab1="RESP2"
tab2="RESP3" >}}
One of the following:
* [Simple string reply]({{< relref "/develop/reference/protocol-spec#simple-strings" >}}) `OK` if executed correctly.
* [Simple error reply]({{< relref "/develop/reference/protocol-spec#simple-errors" >}}) if the given key already exists.
-tab-sep-
One of the following:
* [Simple string reply]({{< relref "/develop/reference/protocol-spec#simple-strings" >}}) `OK` if executed correctly.
* [Simple error reply]({{< relref "/develop/reference/protocol-spec#simple-errors" >}}) if the given key already exists.
{{< /multitabs >}}