764 lines
19 KiB
Markdown
764 lines
19 KiB
Markdown
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INI [![Build Status](https://travis-ci.org/go-ini/ini.svg?branch=master)](https://travis-ci.org/go-ini/ini) [![Sourcegraph](https://sourcegraph.com/github.com/go-ini/ini/-/badge.svg)](https://sourcegraph.com/github.com/go-ini/ini?badge)
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===
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![](https://avatars0.githubusercontent.com/u/10216035?v=3&s=200)
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Package ini provides INI file read and write functionality in Go.
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[简体中文](README_ZH.md)
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## Feature
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- Load multiple data sources(`[]byte`, file and `io.ReadCloser`) with overwrites.
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- Read with recursion values.
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- Read with parent-child sections.
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- Read with auto-increment key names.
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- Read with multiple-line values.
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- Read with tons of helper methods.
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- Read and convert values to Go types.
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- Read and **WRITE** comments of sections and keys.
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- Manipulate sections, keys and comments with ease.
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- Keep sections and keys in order as you parse and save.
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## Installation
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To use a tagged revision:
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go get gopkg.in/ini.v1
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To use with latest changes:
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go get github.com/go-ini/ini
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Please add `-u` flag to update in the future.
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### Testing
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If you want to test on your machine, please apply `-t` flag:
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go get -t gopkg.in/ini.v1
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Please add `-u` flag to update in the future.
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## Getting Started
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### Loading from data sources
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A **Data Source** is either raw data in type `[]byte`, a file name with type `string` or `io.ReadCloser`. You can load **as many data sources as you want**. Passing other types will simply return an error.
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```go
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cfg, err := ini.Load([]byte("raw data"), "filename", ioutil.NopCloser(bytes.NewReader([]byte("some other data"))))
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```
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Or start with an empty object:
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```go
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cfg := ini.Empty()
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```
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When you cannot decide how many data sources to load at the beginning, you will still be able to **Append()** them later.
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```go
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err := cfg.Append("other file", []byte("other raw data"))
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```
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If you have a list of files with possibilities that some of them may not available at the time, and you don't know exactly which ones, you can use `LooseLoad` to ignore nonexistent files without returning error.
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```go
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cfg, err := ini.LooseLoad("filename", "filename_404")
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```
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The cool thing is, whenever the file is available to load while you're calling `Reload` method, it will be counted as usual.
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#### Ignore cases of key name
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When you do not care about cases of section and key names, you can use `InsensitiveLoad` to force all names to be lowercased while parsing.
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```go
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cfg, err := ini.InsensitiveLoad("filename")
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//...
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// sec1 and sec2 are the exactly same section object
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sec1, err := cfg.GetSection("Section")
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sec2, err := cfg.GetSection("SecTIOn")
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// key1 and key2 are the exactly same key object
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key1, err := sec1.GetKey("Key")
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key2, err := sec2.GetKey("KeY")
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```
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#### MySQL-like boolean key
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MySQL's configuration allows a key without value as follows:
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```ini
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[mysqld]
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...
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skip-host-cache
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skip-name-resolve
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```
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By default, this is considered as missing value. But if you know you're going to deal with those cases, you can assign advanced load options:
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```go
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cfg, err := ini.LoadSources(ini.LoadOptions{AllowBooleanKeys: true}, "my.cnf"))
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```
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The value of those keys are always `true`, and when you save to a file, it will keep in the same foramt as you read.
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To generate such keys in your program, you could use `NewBooleanKey`:
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```go
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key, err := sec.NewBooleanKey("skip-host-cache")
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```
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#### Comment
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Take care that following format will be treated as comment:
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1. Line begins with `#` or `;`
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2. Words after `#` or `;`
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3. Words after section name (i.e words after `[some section name]`)
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If you want to save a value with `#` or `;`, please quote them with ``` ` ``` or ``` """ ```.
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Alternatively, you can use following `LoadOptions` to completely ignore inline comments:
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```go
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cfg, err := ini.LoadSources(ini.LoadOptions{IgnoreInlineComment: true}, "app.ini"))
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```
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### Working with sections
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To get a section, you would need to:
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```go
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section, err := cfg.GetSection("section name")
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```
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For a shortcut for default section, just give an empty string as name:
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```go
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section, err := cfg.GetSection("")
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```
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When you're pretty sure the section exists, following code could make your life easier:
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```go
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section := cfg.Section("section name")
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```
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What happens when the section somehow does not exist? Don't panic, it automatically creates and returns a new section to you.
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To create a new section:
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```go
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err := cfg.NewSection("new section")
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```
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To get a list of sections or section names:
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```go
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sections := cfg.Sections()
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names := cfg.SectionStrings()
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```
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### Working with keys
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To get a key under a section:
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```go
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key, err := cfg.Section("").GetKey("key name")
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```
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Same rule applies to key operations:
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```go
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key := cfg.Section("").Key("key name")
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```
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To check if a key exists:
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```go
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yes := cfg.Section("").HasKey("key name")
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```
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To create a new key:
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```go
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err := cfg.Section("").NewKey("name", "value")
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```
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To get a list of keys or key names:
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```go
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keys := cfg.Section("").Keys()
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names := cfg.Section("").KeyStrings()
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```
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To get a clone hash of keys and corresponding values:
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```go
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hash := cfg.Section("").KeysHash()
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```
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### Working with values
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To get a string value:
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```go
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val := cfg.Section("").Key("key name").String()
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```
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To validate key value on the fly:
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```go
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val := cfg.Section("").Key("key name").Validate(func(in string) string {
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if len(in) == 0 {
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return "default"
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}
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return in
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})
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```
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If you do not want any auto-transformation (such as recursive read) for the values, you can get raw value directly (this way you get much better performance):
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```go
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val := cfg.Section("").Key("key name").Value()
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```
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To check if raw value exists:
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```go
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yes := cfg.Section("").HasValue("test value")
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```
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To get value with types:
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```go
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// For boolean values:
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// true when value is: 1, t, T, TRUE, true, True, YES, yes, Yes, y, ON, on, On
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// false when value is: 0, f, F, FALSE, false, False, NO, no, No, n, OFF, off, Off
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v, err = cfg.Section("").Key("BOOL").Bool()
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v, err = cfg.Section("").Key("FLOAT64").Float64()
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v, err = cfg.Section("").Key("INT").Int()
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v, err = cfg.Section("").Key("INT64").Int64()
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v, err = cfg.Section("").Key("UINT").Uint()
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v, err = cfg.Section("").Key("UINT64").Uint64()
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v, err = cfg.Section("").Key("TIME").TimeFormat(time.RFC3339)
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v, err = cfg.Section("").Key("TIME").Time() // RFC3339
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v = cfg.Section("").Key("BOOL").MustBool()
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v = cfg.Section("").Key("FLOAT64").MustFloat64()
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v = cfg.Section("").Key("INT").MustInt()
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v = cfg.Section("").Key("INT64").MustInt64()
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v = cfg.Section("").Key("UINT").MustUint()
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v = cfg.Section("").Key("UINT64").MustUint64()
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v = cfg.Section("").Key("TIME").MustTimeFormat(time.RFC3339)
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v = cfg.Section("").Key("TIME").MustTime() // RFC3339
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// Methods start with Must also accept one argument for default value
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// when key not found or fail to parse value to given type.
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// Except method MustString, which you have to pass a default value.
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v = cfg.Section("").Key("String").MustString("default")
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v = cfg.Section("").Key("BOOL").MustBool(true)
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v = cfg.Section("").Key("FLOAT64").MustFloat64(1.25)
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v = cfg.Section("").Key("INT").MustInt(10)
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v = cfg.Section("").Key("INT64").MustInt64(99)
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v = cfg.Section("").Key("UINT").MustUint(3)
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v = cfg.Section("").Key("UINT64").MustUint64(6)
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v = cfg.Section("").Key("TIME").MustTimeFormat(time.RFC3339, time.Now())
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v = cfg.Section("").Key("TIME").MustTime(time.Now()) // RFC3339
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```
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What if my value is three-line long?
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```ini
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[advance]
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ADDRESS = """404 road,
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NotFound, State, 5000
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Earth"""
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```
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Not a problem!
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```go
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cfg.Section("advance").Key("ADDRESS").String()
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/* --- start ---
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404 road,
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NotFound, State, 5000
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Earth
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------ end --- */
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```
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That's cool, how about continuation lines?
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```ini
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[advance]
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two_lines = how about \
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continuation lines?
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lots_of_lines = 1 \
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2 \
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3 \
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4
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```
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Piece of cake!
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```go
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cfg.Section("advance").Key("two_lines").String() // how about continuation lines?
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cfg.Section("advance").Key("lots_of_lines").String() // 1 2 3 4
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```
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Well, I hate continuation lines, how do I disable that?
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```go
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cfg, err := ini.LoadSources(ini.LoadOptions{
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IgnoreContinuation: true,
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}, "filename")
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```
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Holy crap!
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Note that single quotes around values will be stripped:
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```ini
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foo = "some value" // foo: some value
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bar = 'some value' // bar: some value
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```
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Sometimes you downloaded file from [Crowdin](https://crowdin.com/) has values like the following (value is surrounded by double quotes and quotes in the value are escaped):
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```ini
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create_repo="created repository <a href=\"%s\">%s</a>"
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```
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How do you transform this to regular format automatically?
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```go
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cfg, err := ini.LoadSources(ini.LoadOptions{UnescapeValueDoubleQuotes: true}, "en-US.ini"))
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cfg.Section("<name of your section>").Key("create_repo").String()
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// You got: created repository <a href="%s">%s</a>
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```
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That's all? Hmm, no.
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#### Helper methods of working with values
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To get value with given candidates:
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```go
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v = cfg.Section("").Key("STRING").In("default", []string{"str", "arr", "types"})
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v = cfg.Section("").Key("FLOAT64").InFloat64(1.1, []float64{1.25, 2.5, 3.75})
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v = cfg.Section("").Key("INT").InInt(5, []int{10, 20, 30})
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v = cfg.Section("").Key("INT64").InInt64(10, []int64{10, 20, 30})
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v = cfg.Section("").Key("UINT").InUint(4, []int{3, 6, 9})
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v = cfg.Section("").Key("UINT64").InUint64(8, []int64{3, 6, 9})
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v = cfg.Section("").Key("TIME").InTimeFormat(time.RFC3339, time.Now(), []time.Time{time1, time2, time3})
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v = cfg.Section("").Key("TIME").InTime(time.Now(), []time.Time{time1, time2, time3}) // RFC3339
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```
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Default value will be presented if value of key is not in candidates you given, and default value does not need be one of candidates.
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To validate value in a given range:
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```go
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vals = cfg.Section("").Key("FLOAT64").RangeFloat64(0.0, 1.1, 2.2)
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vals = cfg.Section("").Key("INT").RangeInt(0, 10, 20)
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vals = cfg.Section("").Key("INT64").RangeInt64(0, 10, 20)
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vals = cfg.Section("").Key("UINT").RangeUint(0, 3, 9)
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vals = cfg.Section("").Key("UINT64").RangeUint64(0, 3, 9)
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vals = cfg.Section("").Key("TIME").RangeTimeFormat(time.RFC3339, time.Now(), minTime, maxTime)
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vals = cfg.Section("").Key("TIME").RangeTime(time.Now(), minTime, maxTime) // RFC3339
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```
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##### Auto-split values into a slice
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To use zero value of type for invalid inputs:
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```go
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// Input: 1.1, 2.2, 3.3, 4.4 -> [1.1 2.2 3.3 4.4]
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// Input: how, 2.2, are, you -> [0.0 2.2 0.0 0.0]
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vals = cfg.Section("").Key("STRINGS").Strings(",")
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vals = cfg.Section("").Key("FLOAT64S").Float64s(",")
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vals = cfg.Section("").Key("INTS").Ints(",")
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vals = cfg.Section("").Key("INT64S").Int64s(",")
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vals = cfg.Section("").Key("UINTS").Uints(",")
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vals = cfg.Section("").Key("UINT64S").Uint64s(",")
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vals = cfg.Section("").Key("TIMES").Times(",")
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```
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To exclude invalid values out of result slice:
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```go
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// Input: 1.1, 2.2, 3.3, 4.4 -> [1.1 2.2 3.3 4.4]
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// Input: how, 2.2, are, you -> [2.2]
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vals = cfg.Section("").Key("FLOAT64S").ValidFloat64s(",")
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vals = cfg.Section("").Key("INTS").ValidInts(",")
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vals = cfg.Section("").Key("INT64S").ValidInt64s(",")
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vals = cfg.Section("").Key("UINTS").ValidUints(",")
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vals = cfg.Section("").Key("UINT64S").ValidUint64s(",")
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vals = cfg.Section("").Key("TIMES").ValidTimes(",")
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```
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Or to return nothing but error when have invalid inputs:
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```go
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// Input: 1.1, 2.2, 3.3, 4.4 -> [1.1 2.2 3.3 4.4]
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// Input: how, 2.2, are, you -> error
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vals = cfg.Section("").Key("FLOAT64S").StrictFloat64s(",")
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vals = cfg.Section("").Key("INTS").StrictInts(",")
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vals = cfg.Section("").Key("INT64S").StrictInt64s(",")
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vals = cfg.Section("").Key("UINTS").StrictUints(",")
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vals = cfg.Section("").Key("UINT64S").StrictUint64s(",")
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vals = cfg.Section("").Key("TIMES").StrictTimes(",")
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```
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### Save your configuration
|
||
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|
||
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Finally, it's time to save your configuration to somewhere.
|
||
|
|
||
|
A typical way to save configuration is writing it to a file:
|
||
|
|
||
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```go
|
||
|
// ...
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||
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err = cfg.SaveTo("my.ini")
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err = cfg.SaveToIndent("my.ini", "\t")
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```
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||
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Another way to save is writing to a `io.Writer` interface:
|
||
|
|
||
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```go
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||
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// ...
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||
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cfg.WriteTo(writer)
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cfg.WriteToIndent(writer, "\t")
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|
```
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||
|
By default, spaces are used to align "=" sign between key and values, to disable that:
|
||
|
|
||
|
```go
|
||
|
ini.PrettyFormat = false
|
||
|
```
|
||
|
|
||
|
## Advanced Usage
|
||
|
|
||
|
### Recursive Values
|
||
|
|
||
|
For all value of keys, there is a special syntax `%(<name>)s`, where `<name>` is the key name in same section or default section, and `%(<name>)s` will be replaced by corresponding value(empty string if key not found). You can use this syntax at most 99 level of recursions.
|
||
|
|
||
|
```ini
|
||
|
NAME = ini
|
||
|
|
||
|
[author]
|
||
|
NAME = Unknwon
|
||
|
GITHUB = https://github.com/%(NAME)s
|
||
|
|
||
|
[package]
|
||
|
FULL_NAME = github.com/go-ini/%(NAME)s
|
||
|
```
|
||
|
|
||
|
```go
|
||
|
cfg.Section("author").Key("GITHUB").String() // https://github.com/Unknwon
|
||
|
cfg.Section("package").Key("FULL_NAME").String() // github.com/go-ini/ini
|
||
|
```
|
||
|
|
||
|
### Parent-child Sections
|
||
|
|
||
|
You can use `.` in section name to indicate parent-child relationship between two or more sections. If the key not found in the child section, library will try again on its parent section until there is no parent section.
|
||
|
|
||
|
```ini
|
||
|
NAME = ini
|
||
|
VERSION = v1
|
||
|
IMPORT_PATH = gopkg.in/%(NAME)s.%(VERSION)s
|
||
|
|
||
|
[package]
|
||
|
CLONE_URL = https://%(IMPORT_PATH)s
|
||
|
|
||
|
[package.sub]
|
||
|
```
|
||
|
|
||
|
```go
|
||
|
cfg.Section("package.sub").Key("CLONE_URL").String() // https://gopkg.in/ini.v1
|
||
|
```
|
||
|
|
||
|
#### Retrieve parent keys available to a child section
|
||
|
|
||
|
```go
|
||
|
cfg.Section("package.sub").ParentKeys() // ["CLONE_URL"]
|
||
|
```
|
||
|
|
||
|
### Unparseable Sections
|
||
|
|
||
|
Sometimes, you have sections that do not contain key-value pairs but raw content, to handle such case, you can use `LoadOptions.UnparsableSections`:
|
||
|
|
||
|
```go
|
||
|
cfg, err := ini.LoadSources(ini.LoadOptions{UnparseableSections: []string{"COMMENTS"}}, `[COMMENTS]
|
||
|
<1><L.Slide#2> This slide has the fuel listed in the wrong units <e.1>`))
|
||
|
|
||
|
body := cfg.Section("COMMENTS").Body()
|
||
|
|
||
|
/* --- start ---
|
||
|
<1><L.Slide#2> This slide has the fuel listed in the wrong units <e.1>
|
||
|
------ end --- */
|
||
|
```
|
||
|
|
||
|
### Auto-increment Key Names
|
||
|
|
||
|
If key name is `-` in data source, then it would be seen as special syntax for auto-increment key name start from 1, and every section is independent on counter.
|
||
|
|
||
|
```ini
|
||
|
[features]
|
||
|
-: Support read/write comments of keys and sections
|
||
|
-: Support auto-increment of key names
|
||
|
-: Support load multiple files to overwrite key values
|
||
|
```
|
||
|
|
||
|
```go
|
||
|
cfg.Section("features").KeyStrings() // []{"#1", "#2", "#3"}
|
||
|
```
|
||
|
|
||
|
### Map To Struct
|
||
|
|
||
|
Want more objective way to play with INI? Cool.
|
||
|
|
||
|
```ini
|
||
|
Name = Unknwon
|
||
|
age = 21
|
||
|
Male = true
|
||
|
Born = 1993-01-01T20:17:05Z
|
||
|
|
||
|
[Note]
|
||
|
Content = Hi is a good man!
|
||
|
Cities = HangZhou, Boston
|
||
|
```
|
||
|
|
||
|
```go
|
||
|
type Note struct {
|
||
|
Content string
|
||
|
Cities []string
|
||
|
}
|
||
|
|
||
|
type Person struct {
|
||
|
Name string
|
||
|
Age int `ini:"age"`
|
||
|
Male bool
|
||
|
Born time.Time
|
||
|
Note
|
||
|
Created time.Time `ini:"-"`
|
||
|
}
|
||
|
|
||
|
func main() {
|
||
|
cfg, err := ini.Load("path/to/ini")
|
||
|
// ...
|
||
|
p := new(Person)
|
||
|
err = cfg.MapTo(p)
|
||
|
// ...
|
||
|
|
||
|
// Things can be simpler.
|
||
|
err = ini.MapTo(p, "path/to/ini")
|
||
|
// ...
|
||
|
|
||
|
// Just map a section? Fine.
|
||
|
n := new(Note)
|
||
|
err = cfg.Section("Note").MapTo(n)
|
||
|
// ...
|
||
|
}
|
||
|
```
|
||
|
|
||
|
Can I have default value for field? Absolutely.
|
||
|
|
||
|
Assign it before you map to struct. It will keep the value as it is if the key is not presented or got wrong type.
|
||
|
|
||
|
```go
|
||
|
// ...
|
||
|
p := &Person{
|
||
|
Name: "Joe",
|
||
|
}
|
||
|
// ...
|
||
|
```
|
||
|
|
||
|
It's really cool, but what's the point if you can't give me my file back from struct?
|
||
|
|
||
|
### Reflect From Struct
|
||
|
|
||
|
Why not?
|
||
|
|
||
|
```go
|
||
|
type Embeded struct {
|
||
|
Dates []time.Time `delim:"|" comment:"Time data"`
|
||
|
Places []string `ini:"places,omitempty"`
|
||
|
None []int `ini:",omitempty"`
|
||
|
}
|
||
|
|
||
|
type Author struct {
|
||
|
Name string `ini:"NAME"`
|
||
|
Male bool
|
||
|
Age int `comment:"Author's age"`
|
||
|
GPA float64
|
||
|
NeverMind string `ini:"-"`
|
||
|
*Embeded `comment:"Embeded section"`
|
||
|
}
|
||
|
|
||
|
func main() {
|
||
|
a := &Author{"Unknwon", true, 21, 2.8, "",
|
||
|
&Embeded{
|
||
|
[]time.Time{time.Now(), time.Now()},
|
||
|
[]string{"HangZhou", "Boston"},
|
||
|
[]int{},
|
||
|
}}
|
||
|
cfg := ini.Empty()
|
||
|
err = ini.ReflectFrom(cfg, a)
|
||
|
// ...
|
||
|
}
|
||
|
```
|
||
|
|
||
|
So, what do I get?
|
||
|
|
||
|
```ini
|
||
|
NAME = Unknwon
|
||
|
Male = true
|
||
|
; Author's age
|
||
|
Age = 21
|
||
|
GPA = 2.8
|
||
|
|
||
|
; Embeded section
|
||
|
[Embeded]
|
||
|
; Time data
|
||
|
Dates = 2015-08-07T22:14:22+08:00|2015-08-07T22:14:22+08:00
|
||
|
places = HangZhou,Boston
|
||
|
```
|
||
|
|
||
|
#### Name Mapper
|
||
|
|
||
|
To save your time and make your code cleaner, this library supports [`NameMapper`](https://gowalker.org/gopkg.in/ini.v1#NameMapper) between struct field and actual section and key name.
|
||
|
|
||
|
There are 2 built-in name mappers:
|
||
|
|
||
|
- `AllCapsUnderscore`: it converts to format `ALL_CAPS_UNDERSCORE` then match section or key.
|
||
|
- `TitleUnderscore`: it converts to format `title_underscore` then match section or key.
|
||
|
|
||
|
To use them:
|
||
|
|
||
|
```go
|
||
|
type Info struct {
|
||
|
PackageName string
|
||
|
}
|
||
|
|
||
|
func main() {
|
||
|
err = ini.MapToWithMapper(&Info{}, ini.TitleUnderscore, []byte("package_name=ini"))
|
||
|
// ...
|
||
|
|
||
|
cfg, err := ini.Load([]byte("PACKAGE_NAME=ini"))
|
||
|
// ...
|
||
|
info := new(Info)
|
||
|
cfg.NameMapper = ini.AllCapsUnderscore
|
||
|
err = cfg.MapTo(info)
|
||
|
// ...
|
||
|
}
|
||
|
```
|
||
|
|
||
|
Same rules of name mapper apply to `ini.ReflectFromWithMapper` function.
|
||
|
|
||
|
#### Value Mapper
|
||
|
|
||
|
To expand values (e.g. from environment variables), you can use the `ValueMapper` to transform values:
|
||
|
|
||
|
```go
|
||
|
type Env struct {
|
||
|
Foo string `ini:"foo"`
|
||
|
}
|
||
|
|
||
|
func main() {
|
||
|
cfg, err := ini.Load([]byte("[env]\nfoo = ${MY_VAR}\n")
|
||
|
cfg.ValueMapper = os.ExpandEnv
|
||
|
// ...
|
||
|
env := &Env{}
|
||
|
err = cfg.Section("env").MapTo(env)
|
||
|
}
|
||
|
```
|
||
|
|
||
|
This would set the value of `env.Foo` to the value of the environment variable `MY_VAR`.
|
||
|
|
||
|
#### Other Notes On Map/Reflect
|
||
|
|
||
|
Any embedded struct is treated as a section by default, and there is no automatic parent-child relations in map/reflect feature:
|
||
|
|
||
|
```go
|
||
|
type Child struct {
|
||
|
Age string
|
||
|
}
|
||
|
|
||
|
type Parent struct {
|
||
|
Name string
|
||
|
Child
|
||
|
}
|
||
|
|
||
|
type Config struct {
|
||
|
City string
|
||
|
Parent
|
||
|
}
|
||
|
```
|
||
|
|
||
|
Example configuration:
|
||
|
|
||
|
```ini
|
||
|
City = Boston
|
||
|
|
||
|
[Parent]
|
||
|
Name = Unknwon
|
||
|
|
||
|
[Child]
|
||
|
Age = 21
|
||
|
```
|
||
|
|
||
|
What if, yes, I'm paranoid, I want embedded struct to be in the same section. Well, all roads lead to Rome.
|
||
|
|
||
|
```go
|
||
|
type Child struct {
|
||
|
Age string
|
||
|
}
|
||
|
|
||
|
type Parent struct {
|
||
|
Name string
|
||
|
Child `ini:"Parent"`
|
||
|
}
|
||
|
|
||
|
type Config struct {
|
||
|
City string
|
||
|
Parent
|
||
|
}
|
||
|
```
|
||
|
|
||
|
Example configuration:
|
||
|
|
||
|
```ini
|
||
|
City = Boston
|
||
|
|
||
|
[Parent]
|
||
|
Name = Unknwon
|
||
|
Age = 21
|
||
|
```
|
||
|
|
||
|
## Getting Help
|
||
|
|
||
|
- [API Documentation](https://gowalker.org/gopkg.in/ini.v1)
|
||
|
- [File An Issue](https://github.com/go-ini/ini/issues/new)
|
||
|
|
||
|
## FAQs
|
||
|
|
||
|
### What does `BlockMode` field do?
|
||
|
|
||
|
By default, library lets you read and write values so we need a locker to make sure your data is safe. But in cases that you are very sure about only reading data through the library, you can set `cfg.BlockMode = false` to speed up read operations about **50-70%** faster.
|
||
|
|
||
|
### Why another INI library?
|
||
|
|
||
|
Many people are using my another INI library [goconfig](https://github.com/Unknwon/goconfig), so the reason for this one is I would like to make more Go style code. Also when you set `cfg.BlockMode = false`, this one is about **10-30%** faster.
|
||
|
|
||
|
To make those changes I have to confirm API broken, so it's safer to keep it in another place and start using `gopkg.in` to version my package at this time.(PS: shorter import path)
|
||
|
|
||
|
## License
|
||
|
|
||
|
This project is under Apache v2 License. See the [LICENSE](LICENSE) file for the full license text.
|