Technical Documentation: TomWright/dasel
โน๏ธ Provenance: Multi-Tier Ingestion ยท CodeWiki Reference
Overview (`README.md`)
Dasel
Dasel (short for Data-Select) is a command-line tool and library for querying, modifying, and transforming data structures such as JSON, YAML, TOML, XML, CSV, and KDL.
It provides a consistent, powerful syntax to traverse and update data โ making it useful for developers, DevOps, and data wrangling tasks.
Features
- Multi-format support: JSON, YAML, TOML, XML, CSV, HCL, INI, KDL.
- Unified query syntax: Access data in any format with the same selectors.
- Query & search: Extract values, lists, or structures with intuitive syntax.
- Modify in place: Update, insert, or delete values directly in structured files.
- Convert between formats: Seamlessly transform data from JSON โ YAML, TOML โ JSON, etc.
- Script-friendly: Simple CLI integration for shell scripts and pipelines.
- Library support: Import and use in Go projects.
Installation
Homebrew (macOS/Linux)
brew install daselGo Install
go install github.com/tomwright/dasel/v3/cmd/dasel@masterPrebuilt Binaries
Prebuilt binaries are available on the Releases page for Linux, macOS, and Windows.
None of the above?
See the installation docs for more options.
Shell Completion
Dasel supports tab-completion for Bash, Zsh, Fish, and PowerShell. Generate and load the completion script for your shell:
# Bash
source <(dasel completion bash)
# Zsh
source <(dasel completion zsh)
# Fish
dasel completion fish | source
# PowerShell
dasel completion powershell | Out-String | Invoke-ExpressionSee the shell completion docs for permanent installation instructions.
Man Page
Generate and view the man page:
dasel man | man -l -Basic Usage
Selecting Values
By default, Dasel evaluates the final selector and prints the result.
echo '{"foo": {"bar": "baz"}}' | dasel -i json 'foo.bar'
# Output: "baz"Modifying Values
Update values inline:
echo '{"foo": {"bar": "baz"}}' | dasel -i json 'foo.bar = "bong"'
# Output: "bong"Use --root to output the full document after modification:
echo '{"foo": {"bar": "baz"}}' | dasel -i json --root 'foo.bar = "bong"'
# Output:
{
"foo": {
"bar": "bong"
}
}Update values based on previous value:
echo '[1,2,3,4,5]' | dasel -i json --root 'each($this = $this*2)'
# Output:
[
2,
4,
6,
8,
10
]Format Conversion
cat data.json | dasel -i json -o yamlRecursive Descent (`..`)
Searches all nested objects and arrays for a matching key or index.
echo '{"foo": {"bar": "baz"}}' | dasel -i json '..bar'
# Output:
[
"baz"
]Search (`search`)
Finds all values matching a condition anywhere in the structure.
echo '{"foo": {"bar": "baz"}}' | dasel -i json 'search(bar == "baz")'
# Output:
[
{
"bar": "baz"
}
]Documentation
Full documentation is available at daseldocs.tomwright.me.
Contributing
Contributions are welcome! Please see the CONTRIBUTING.md for details.
License
MIT License. See LICENSE for details.
Stargazers over time
Overview (`execution/README.md`)
Execution
The execution package accepts a model.Value, parses a selector and executes the resulting AST on the value.
Overview (`model/README.md`)
Model
The model package contains the Value struct and functionality for the application.
model.Value is just a wrapper around reflect.Value but provides some additional logic for easier use.
Overview (`selector/README.md`)
Selector
The selector package contains everything needed to parse a selector string into an AST, which we can then execute.
--- METRICS ---
- Files Extracted: 4
- Estimated Token Budget: ~1124 tokens
- Canonical Reference: https://codewiki.google/github.com/TomWright/dasel