Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[WIP ]20085 benchmarks #20378

Closed
wants to merge 28 commits into from
Closed
Show file tree
Hide file tree
Changes from 27 commits
Commits
Show all changes
28 commits
Select commit Hold shift + click to select a range
4d8a2ac
update dec w benchmark testing
samricotta Apr 18, 2024
561a13f
fix version
samricotta Apr 18, 2024
2591536
Merge branch 'main' into sam/dec
samricotta Apr 18, 2024
0868dc6
Merge branch 'main' into sam/dec
samricotta Apr 18, 2024
e29f917
Update go.mod
samricotta Apr 18, 2024
115ecc4
Update to docs
samricotta Apr 22, 2024
930db0d
Revert "Update to docs"
samricotta Apr 22, 2024
f75c982
Create 18-decimal-handling.md
samricotta Apr 24, 2024
9f3fc57
wip hash migration
samricotta Apr 25, 2024
872c56f
Revert "wip hash migration"
samricotta Apr 25, 2024
9699b0d
wip test migration hash
samricotta Apr 26, 2024
4695add
pt 2
samricotta Apr 26, 2024
d1d7d2d
Update 18-decimal-handling.md
samricotta Apr 30, 2024
d42a903
update tests and convert func
samricotta May 2, 2024
af8acc2
Update 18-decimal-handling.md
samricotta May 2, 2024
0701e66
remove migrations changes
samricotta May 2, 2024
e5e0f65
Update doc.go
samricotta May 6, 2024
1485988
Merge branch 'main' into sam/dec
samricotta May 6, 2024
3320c00
Refactor constructors
alpe May 6, 2024
63750f0
Add more numbers to quo benchmark
alpe May 14, 2024
3d59321
Apd v3 + sum benchmark
alpe May 14, 2024
10fc6df
More benchs
alpe May 14, 2024
3f8680d
Marshal/unmarshal
alpe May 14, 2024
3a780cf
Merge branch 'main' into alex/20085_bench
alpe May 31, 2024
b66871a
Fix test
alpe May 31, 2024
53a7f4d
Merge branch 'main' into alex/20085_bench
alpe Jun 3, 2024
440503c
Merge branch 'main' into alex/20085_bench
alpe Jun 4, 2024
6d771ab
x
alpe Jun 4, 2024
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
129 changes: 129 additions & 0 deletions docs/build/building-modules/18-decimal-handling.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,129 @@
---
sidebar_position: 1
---
# Decimal Handling in Cosmos SDK

## Introduction

In the Cosmos SDK, there are two types of decimals: `LegacyDec` and `Dec`. `LegacyDec` is the older decimal type that is still available for use, while `Dec` is the newer, more performant decimal type. The implementation of `Dec` is adapted from Regen Network's `regen-ledger`, specifically from [this module](https://github.com/regen-network/regen-ledger/tree/main/types/math). Migrating from `LegacyDec` to `Dec` involves state-breaking changes, specifically:

* **Data Format**: The internal representation of decimals changes, affecting how data is stored and processed.
* **Precision Handling**: `Dec` supports flexible precision up to 34 decimal places, unlike `LegacyDec` which has a fixed precision of 18 decimal places.

These changes require a state migration to update existing decimal values to the new format. It is recommended to use `Dec` for new modules to leverage its enhanced performance and flexibility.

## Why the Change?

* **Enhanced Precision**: `Dec` uses the [apd](https://github.com/cockroachdb/apd) library for arbitrary precision decimals, suitable for accurate financial calculations.
* **Immutable Operations**: `Dec` operations are safer for concurrent use, as they do not mutate the original values.
* **Better Performance**: `Dec` operations are faster and more efficient than `LegacyDec`.`

## Using `Dec` in Modules that haven't used `LegacyDec`

If you are creating a new module or updating an existing module that has not used `LegacyDec`, you can directly use `Dec` without any changes.

As an example, we will use `DecCoin` which is a common type used in the Cosmos SDK.


```protobuf
message DecCoin {
option (gogoproto.equal) = true;

string denom = 1;
string amount = 2 [
(cosmos_proto.scalar) = "cosmos.Dec",
(gogoproto.customtype) = "cosmossdk.io/math.Dec",
(gogoproto.nullable) = false
];
}
```

How you can implement `Dec` in your module:

```go
import (
"cosmossdk.io/math"
)

example := math.NewDecFromInt64(100)
```

## Modules migrating from `LegacyDec` to `Dec`

When migrating from `LegacyDec` to `Dec`, you need to update your module to use the new decimal type. **These types are state breaking changes and require a migration.**

## Precision Handling

The reason for the state breaking change is the difference in precision handling between the two decimal types:

* **LegacyDec**: Fixed precision of 18 decimal places.
* **Dec**: Flexible precision up to 34 decimal places using the apd library.

## Byte Representation Changes Example

The change in precision handling directly impacts the byte representation of decimal values:

**Legacy Dec Byte Representation:**
`2333435363738393030303030303030303030303030303030303030`

This example includes the value 123456789 followed by 18 zeros to maintain the fixed precision.

**New Dec Byte Representation:**
`0a03617364121031323334353637383900000000000000`

This example shows the value 123456789 without additional padding, reflecting the flexible precision handling of the new Dec type.

## Impact of Precision Change

The increase in precision from 18 to 34 decimal places allows for more detailed decimal values but requires data migration. This change in how data is formatted and stored is a key aspect of why the transition is considered state-breaking.

## Example of State-Breaking Change

The protobuf definitions for DecCoin illustrate the change in the custom type for the amount field.

**Before:**

```protobuf
message DecCoin {
option (gogoproto.equal) = true;

string denom = 1;
string amount = 2 [
(cosmos_proto.scalar) = "cosmos.Dec",
(gogoproto.customtype) = "cosmossdk.io/math.LegacyDec",
(gogoproto.nullable) = false
];
}
```

**After:**

```protobuf
message DecCoin {
option (gogoproto.equal) = true;

string denom = 1;
string amount = 2 [
(cosmos_proto.scalar) = "cosmos.Dec",
(gogoproto.customtype) = "cosmossdk.io/math.Dec",
(gogoproto.nullable) = false
];
}
```

## Converting `LegacyDec` to `Dec` without storing the data

If you would like to convert a `LegacyDec` to a `Dec` without a state migration changing how the data is handled internally within the application logic and not how it's stored or represented. You can use the following methods.

```go
func LegacyDecToDec(ld LegacyDec) (Dec, error) {
return NewDecFromString(ld.String())
}
```

```go
func DecToLegacyDec(ld Dec) (LegacyDec, error) {
return LegacyDecFromString(ld.String())
}
```

1 change: 1 addition & 0 deletions go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -189,6 +189,7 @@ replace (
cosmossdk.io/depinject => ./depinject
cosmossdk.io/log => ./log
cosmossdk.io/store => ./store
cosmossdk.io/math => ./math
cosmossdk.io/x/accounts => ./x/accounts
cosmossdk.io/x/auth => ./x/auth
cosmossdk.io/x/bank => ./x/bank
Expand Down
Loading
Loading