⚡ zap
Blazing fast, structured, leveled logging in Go.
Installation
go get -u go.uber.org/zap
Note that zap only supports the two most recent minor versions of Go.
Quick Start
In contexts where performance is nice, but not critical, use the SugaredLogger. It's 4-10x faster than other structured logging packages and includes both structured and printf-style APIs.
logger, _ := zap.NewProduction()
defer logger.Sync() // flushes buffer, if any
sugar := logger.Sugar()
sugar.Infow("failed to fetch URL",
// Structured context as loosely typed key-value pairs.
"url", url,
"attempt", 3,
"backoff", time.Second,
)
sugar.Infof("Failed to fetch URL: %s", url)
When performance and type safety are critical, use the Logger. It's even faster than the SugaredLogger and allocates far less, but it only supports structured logging.
logger, _ := zap.NewProduction()
defer logger.Sync()
logger.Info("failed to fetch URL",
// Structured context as strongly typed Field values.
zap.String("url", url),
zap.Int("attempt", 3),
zap.Duration("backoff", time.Second),
)
See the documentation and FAQ for more details.
Performance
For applications that log in the hot path, reflection-based serialization and string formatting are prohibitively expensive — they're CPU-intensive and make many small allocations. Put differently, using encoding/json and fmt.Fprintf to log tons of interface{}s makes your application slow.
Zap takes a different approach. It includes a reflection-free, zero-allocation JSON encoder, and the base Logger strives to avoid serialization overhead and allocations wherever possible. By building the high-level SugaredLogger on that foundation, zap lets users choose when they need to count every allocation and when they'd prefer a more familiar, loosely typed API.
As measured by its own benchmarking suite, not only is zap more performant than comparable structured logging packages — it's also faster than the standard library. Like all benchmarks, take these with a grain of salt.1
Log a message and 10 fields:
| Package | Time | Time % to zap | Objects Allocated |
|---|---|---|---|
| ⚡ zap | 656 ns/op | +0% | 5 allocs/op |
| ⚡ zap (sugared) | 935 ns/op | +43% | 10 allocs/op |
| zerolog | 380 ns/op | -42% | 1 allocs/op |
| go-kit | 2249 ns/op | +243% | 57 allocs/op |
| slog (LogAttrs) | 2479 ns/op | +278% | 40 allocs/op |
| slog | 2481 ns/op | +278% | 42 allocs/op |
| apex/log | 9591 ns/op | +1362% | 63 allocs/op |
| log15 | 11393 ns/op | +1637% | 75 allocs/op |
| logrus | 11654 ns/op | +1677% | 79 allocs/op |
Log a message with a logger that already has 10 fields of context:
| Package | Time | Time % to zap | Objects Allocated |
|---|---|---|---|
| ⚡ zap | 67 ns/op | +0% | 0 allocs/op |
| ⚡ zap (sugared) | 84 ns/op | +25% | 1 allocs/op |
| zerolog | 35 ns/op | -48% | 0 allocs/op |
| slog | 193 ns/op | +188% | 0 allocs/op |
| slog (LogAttrs) | 200 ns/op | +199% | 0 allocs/op |
| go-kit | 2460 ns/op | +3572% | 56 allocs/op |
| log15 | 9038 ns/op | +13390% | 70 allocs/op |
| apex/log | 9068 ns/op | +13434% | 53 allocs/op |
| logrus | 10521 ns/op | +15603% | 68 allocs/op |
Log a static string, without any context or printf-style templating:
| Package | Time | Time % to zap | Objects Allocated |
|---|---|---|---|
| ⚡ zap | 63 ns/op | +0% | 0 allocs/op |
| ⚡ zap (sugared) | 81 ns/op | +29% | 1 allocs/op |
| zerolog | 32 ns/op | -49% | 0 allocs/op |
| standard library | 124 ns/op | +97% | 1 allocs/op |
| slog | 196 ns/op | +211% | 0 allocs/op |
| slog (LogAttrs) | 200 ns/op | +217% | 0 allocs/op |
| go-kit | 213 ns/op | +238% | 9 allocs/op |
| apex/log | 771 ns/op | +1124% | 5 allocs/op |
| logrus | 1439 ns/op | +2184% | 23 allocs/op |
| log15 | 2069 ns/op | +3184% | 20 allocs/op |
Development Status: Stable
All APIs are finalized, and no breaking changes will be made in the 1.x series of releases. Users of semver-aware dependency management systems should pin zap to ^1.
Contributing
We encourage and support an active, healthy community of contributors — including you! Details are in the contribution guide and the code of conduct. The zap maintainers keep an eye on issues and pull requests, but you can also report any negative conduct to oss-conduct@uber.com. That email list is a private, safe space; even the zap maintainers don't have access, so don't hesitate to hold us to a high standard.
Released under the MIT License.
1 In particular, keep in mind that we may be benchmarking against slightly older versions of other packages. Versions are pinned in the benchmarks/go.mod file. ↩