This package was created to solve the problem of adding data in nested structures, maps, slices and channels - of ⚡️ ANY complexity and different data types. We know the exact path to the required field, but if there is a map on this path, we must first initialise the map correctly, check if such a key exists and then insert the value.
But, yes… if you have a simple structure, you don't need the dot package, but if you have a more complicated hierarchy, I'm happy to present my latest open source Golang project! 😎
Connect.the.Dots, Control.your.Data!
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If you like the project or idea, I'd appreciate your support on github in the form of an ⭐️ Star or a new PR to improve the code.
🌍 Github: https://github.com/mowshon/dot
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Below I will give a simple example of a problem I encountered. But, it is worth remembering that in my case I was talking about a more complex hierarchy of structures and the possibility that the paths to the fields will change in the future.
For example, this is the structure:
type Second struct {
Items []string
}
type First struct {
Store map[string]Second
}
We won't be able to write like this:
a := First{}
a.Store["nike"].Items = append(a.Store["nike"].Items, "Air")
An error will be received:
cannot assign to struct field a.Store["nike"].Items in map
How about this? 🤔
a := First{}
a.Store["nike"] = Second{
Items: append(a.Store["nike"].Items, "Air"),
}
Ah yes, you have to initiate the map first...
panic: assignment to entry in nil map
If you need a quick and short solution, this would be it:
func main() {
a := First{
Store: make(map[string]Second),
}
a.Store["nike"] = Second{
Items: append(a.Store["nike"].Items, "Air"),
}
}
But, more correct with all the checks, it should have been written like this:
func main() {
a := First{
Store: make(map[string]Second), // Initialize the map
}
key := "nike"
value := "Air"
// Check if the key exists in the map
if second, ok := a.Store[key]; ok {
// Append the new value to the existing Second struct
second.Items = append(second.Items, value)
a.Store[key] = second
} else {
// Create a new Second struct with the new value and add it to the map
a.Store[key] = Second{
Items: []string{value},
}
}
fmt.Println(a.Store["nike"].Items)
}
Quite a trivial process if you have a simple structure, but if you have several nested structures with data? This often happens when working with JSON data and their conversion as a structure.
Applying the package: Dot 🔥
Using the dot package, all the work would be reduced to this code:
func main() {
a := First{}
// Passing the structure to Dot
obj, _ := dot.New(&a)
// Specify the path to the field from the structure and the value
err := obj.Insert("Store.nike.Items.-1", "Air")
}
Description of the path:
-
Storeis a field from the First structure -
nikeis the map key; -
Itemsis a field from the Second structure; -
-1that's probably the weirdest thing. It means it's a slice and a value needs to be added at the very end or a new one needs to be initialised.
Features
-
Dot-separated Path Insertion: Insert values into struct fields, arrays, slices, maps, and channels using a dot-separated path like
Field1.Field2.Field3. - Nested Struct Support: Capable of handling complex, deeply nested Go structs.
- Flexible Value Type: Accepts any Go value types, allowing for wide-ranging manipulations.
-
Support for Collection Types: This package not only works with struct fields but also supports insertion into
slices,arrays,maps, and evenchannels, making it a truly versatile tool for manipulating data structures in Go. -
Map Key Placeholders: Enables the use of placeholders for
map keys, providing a flexible way to interact with Go maps. - Array and Slice Indexing: Replace values in an array or a slice by specifying an index in the path. This feature makes it easy to modify specific elements without having to iterate over the entire data structure.
-
Slice Appending: Easily add a new value at the end of a slice by specifying
-1in the path. This intuitive feature simplifies dynamic data modification, enhancing the versatility of your Go programs. -
Smart Value Replacing: Whether you're working with basic types or complex data structures,
dotoffers intelligent replacing that keeps your data intact and your code clean.
Whether you are aiming to replace a specific element in a slice or add a new entry to a map, dot gets you there effortlessly. Backed by smart placeholder handling, the package ensures smooth operation with map keys of varied types, giving you the power to modify data structures precisely the way you want.
Getting Started
Getting started with dot is straightforward. To use dot in your Go application, you will first need to download and install it. This can be done with the go get command, as shown below:
go get github.com/mowshon/dot
After installing the package, you can import it into your Go files with the following line of code:
import "github.com/mowshon/dot"
You are now ready to use dot to effortlessly manipulate complex data structures in Go. The upcoming sections of this documentation will guide you through the various methods and features of dot, each complete with illustrative examples and detailed explanations.
Stay tuned to discover the power and elegance of dot, your tool for precise and convenient data manipulations in Go!
Constructor Usage
One of the first steps when working with dot is creating an instance using your target structure. This can be done using dot's constructor method, New.
Passing a Variable to the Constructor
dot.New is the constructor method that creates and returns a new dot instance. The method requires one argument: a pointer to the variable that you want to manipulate. This variable is typically a struct, but it can also be a slice, array, map, or channel.
Here is a basic example of how to create a dot instance:
type MyStruct struct {
Field1 struct {
Field2 string
}
}
func main() {
data := MyStruct{}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
// You can now use obj to manipulate data...
}
In the example above, we first define a struct named MyStruct that we want to manipulate. Inside the main function, we create an instance of MyStruct, data. We then pass a pointer to data to dot.New, which returns a dot instance (obj) and an error (err).
If dot.New encounters an error while creating the dot instance, it will return a non-nil err. Always check err to ensure that the dot instance was created successfully.
After successful creation, you can use the dot instance (obj in the example) to perform various operations on data, which will be detailed in the following sections.
With the dot instance in your hands, you're ready to dive into the functionalities provided by dot. The next sections will explore the Insert method and its versatility in modifying different data types and structures in Go.
Insertion into Structure Fields
Once you've instantiated a dot object using the constructor, you can start leveraging its capabilities to manipulate data structures. One of the most powerful features dot offers is the Insert method. It allows you to insert values into struct fields using a dot-separated path.
Insert Method Syntax
The Insert method requires two arguments:
- The first argument is a string that represents the path to the field where you want to insert the value. The path should be constructed as a dot-separated sequence of field names starting from the topmost struct field name.
- The second argument is the value you want to insert. This can be any Go data type.
Here's an example of how you can insert a value into a struct field using the Insert method:
type MyStruct struct {
Field1 struct {
Field2 string
}
}
func main() {
data := MyStruct{}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
err = obj.Insert("Field1.Field2", "My Value")
if err != nil {
// handle error
}
fmt.Println(data.Field1.Field2) // Prints: My Value
}
In this example, we're inserting the string "My Value" into the field Field2 which is nested inside Field1 of our struct MyStruct. The Insert method traverses the dot-separated path "Field1.Field2" to reach the desired location and then inserts the provided value.
If the Insert method encounters an error while trying to insert the value, it will return a non-nil err. Always check err to ensure that the operation was successful.
With dot, even the most deeply nested struct fields are just a dot-separated path away! The upcoming sections will provide insights on how to work with more complex data structures using dot. Stay tuned!
Working with Maps
dot not only allows you to handle regular structure fields but also supports complex data types like maps. This section will guide you on how to use the Insert method to manipulate maps in your structures.
Inserting a Value into a Map Field
A map is a built-in data type in Go that associates values with keys. To insert a value into a map field, you can use the Insert method in the same way as for struct fields. The only difference is that the path will now include a map key.
Here's an example:
type MyStruct struct {
MyMap map[string]int
}
func main() {
data := MyStruct{}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
err = obj.Insert("MyMap.year", 2023)
if err != nil {
// handle error
}
fmt.Println(data.MyMap["year"]) // Prints: 2023
}
In this example, we're inserting the integer 2023 into the map MyMap with the key "year". The Insert method finds the map using the first part of the path ("MyMap") and then inserts the value at the map key specified in the path.
Again, don't forget to check the err returned by the Insert method to ensure that the operation was successful.
Being able to manipulate maps so conveniently brings you a step closer to mastering the management of complex data structures with dot. Next, we'll explore how to use dot to work with slices and arrays.
Insertion and Replacement in Slices
dot is a versatile tool not only for handling struct fields and maps but also for working with dynamic collections such as slices. This section will explain how you can use the Insert method for modifying slices in your structures.
Inserting a Value at the End of a Slice
To insert a new value at the end of a slice, you can use the Insert method and specify -1 in the path. Here's how it works:
type Data struct {
Title string
}
type MyStruct struct {
Field3 []Data
}
func main() {
data := MyStruct{}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
err = obj.Insert("Field3.-1", Data{Title: "new Title"})
if err != nil {
// handle error
}
fmt.Println(data.Field3[0].Title) // Prints: new Title
}
In the above example, Data{Title: "new Title"} is added to the end of the slice Field3. The -1 in the path "Field3.-1" indicates that the new value should be appended to the slice.
Replacing a Value by Slice Index
To replace a value at a specific index in a slice, you can use the Insert method and specify the index in the path. Here's an example:
type Data struct {
Title string
}
type MyStruct struct {
Field3 []Data
}
func main() {
data := MyStruct{Field3: []Data{{Title: "old Title"}}}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
err = obj.Insert("Field3.0.Title", "replace Title")
if err != nil {
// handle error
}
fmt.Println(data.Field3[0].Title) // Prints: replace Title
}
In this example, the string "replace Title" replaces the string at the specified index in the slice Field3. The index 0 in the path "Field3.0.Title" determines the position of the slice element that will be modified.
With dot, it's easy to modify slices in your structures. Next, we'll see how to use dot to work with arrays.
Working with Arrays
Arrays in Go are fixed-length sequences of items of the same type. dot provides the functionality to modify array elements using its Insert method. However, as arrays have a fixed length, you cannot append new elements to them, so the -1 value in the path is not applicable.
Here's an example of how to replace a value in an array using dot:
type MyStruct struct {
Field5 [3]int
}
func main() {
data := MyStruct{}
obj, _ := dot.New(&data)
err := obj.Insert("Field5.1", 2023)
if err != nil {
// handle error
}
fmt.Println(data.Field5[1]) // Prints: 2023
}
In this example, Field5 is an array of integers of size 3. The Insert method replaces the integer at index 1 with 2023. The index 1 in the path "Field5.1" determines the position of the array element that will be modified.
Using dot, it's straightforward to modify arrays in your structures, giving you an extra tool in your belt for handling complex data structures in Go.
Insertion into Channels
Channels are a powerful feature in Go that provide a way for two goroutines to communicate with each other and synchronize their execution. dot gives you the ability to insert values into channels with its Insert method.
Inserting a Value into a Channel
The Insert method can be used to send a value into a channel field in your structures. The following example demonstrates how to do this:
type MyStruct struct {
FieldChannel chan string
}
func main() {
data := MyStruct{}
obj, err := dot.New(&data)
if err != nil {
// handle error
}
go func() {
err = obj.Insert("FieldChannel", "value for channel")
if err != nil {
// handle error
}
}()
message := <-data.FieldChannel
fmt.Println(message) // Prints: value for channel
}
In the above example, "value for channel" is sent to the FieldChannel channel. The Insert method takes care of the necessary operations to send the value into the channel. This operation is equivalent to the Go code:
data.FieldChannel <- "value for channel"
This concludes the basic usage of the Insert method in different contexts. Next, we'll discuss an advanced feature of dot that allows you to deal with map keys of different types using placeholders.
Working with Different Map Keys: Placeholders
Working with maps where keys are not strings can be tricky. But don't worry, dot has you covered. dot provides the ability to define placeholders for map keys of different types.
Defining and Replacing Placeholders
A placeholder in dot is a representation of a map key of any type. To define a placeholder, you can use the Replace method.
Here's how you can define and use placeholders in dot:
type Key string
const UniqueID Key = "Some"
type MyStruct struct {
Field4 map[Key]string
}
func main() {
data := MyStruct{}
obj, _ := dot.New(&data)
// Define placeholder
obj.Replace("First", UniqueID)
// Use placeholder in path
err := obj.Insert("Field4.First", "value for map")
if err != nil {
// handle error
}
fmt.Println(data.Field4[UniqueID]) // Prints: value for map
}
In this example, First is defined as a placeholder for UniqueID using the Replace method. Once the placeholder is defined, you can use it in the path string passed to the Insert method.
When the Insert method encounters a placeholder in the path, it replaces the placeholder with its corresponding map key before inserting the value. This operation is equivalent to the Go code:
data.Field4[UniqueID] = "value for map"
This concludes our discussion on placeholders in dot, rounding out your understanding of dot's powerful features for dealing with complex data structures.
Pros, Cons and Use Cases
While the dot package provides great flexibility and convenience when working with complex data structures in Go, there are some considerations and potential disadvantages to keep in mind:
-
Performance Impact: The use of reflection, which
dotrelies on to access and manipulate data structures, can be slower compared to direct field access and manipulation. This might not be an issue for smaller applications, but for high-performance applications where every millisecond counts, this could be a potential drawback. - Error Handling: The package returns an error if the path is not found or if there is a type mismatch. While this is good for catching mistakes, it does mean that you need to handle these errors properly, which could add additional complexity to your code.
-
Loss of Type Safety: One of the benefits of Go is its strong type system which can catch many errors at compile time. However, with the
dotpackage, since you're specifying paths as strings and using reflection, some errors can only be caught at runtime, which may lead to increased debugging time.
Despite these potential drawbacks, the dot package can be incredibly useful in various situations:
-
Data Transformations: If you frequently need to transform complex data structures (e.g., nested structs, maps, arrays), the
dotpackage can simplify this process significantly. -
Configuration Management: If your Go application works with complex configuration data stored in nested structures,
dotcan make it easier to retrieve and update configuration values. -
JSON Path-like Operations: If you need to perform JSONPath-like operations but on Go data structures,
dotprovides a similar functionality.
As always, the decision to use a package like dot should be based on your specific use case, taking into account the trade-offs between readability, maintainability, performance, and development speed.
Benchmark Results
We conducted a benchmark comparison between the dot package and the native Golang style for data insertion into different data types in a 5-level nested structure. Here are the results:
BenchmarkDotInsert-12 320488 3536 ns/op
BenchmarkNativeInsert-12 442920729 2.661 ns/op
Interpretation
-
BenchmarkDotInsert-12is the function that tests the performance of ourdotpackage. The benchmark was able to perform320,488iterations of the function in the default time (1 second), with each operation taking3,536nanoseconds (ns) or3.536microseconds (µs). -
BenchmarkNativeInsert-12is the function that tests the performance of the equivalent native Golang operations. The benchmark was able to perform a staggering442,920,729iterations in the default time, with each operation taking only2.661nanoseconds (ns).
Conclusion
Based on the benchmark results, it's evident that the native Golang operations are faster than the operations performed by the dot package. However, speed isn't everything when it comes to code. While the native Golang style may be faster, it can also be more verbose and complex, especially when dealing with deeply nested data structures.
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