objectArray:eval() function iterates over the values of a nested array, applies the function on each element, and returns results in a new array field. Currently, the function supports only flat arrays as the output.

Although objectArray:eval() can be used on both flat arrays and nested arrays, then for best performance, we recommend using objectArray:eval() only for nested arrays (for example JSON structures). For flat arrays, the array:eval() function is a recommended equivalent. For a list of functions that can be used on flat arrays, see Array Query Functions.

The function's behavior is exemplified by this query:

logscale
objectArray:eval("foo[]", var=x, function=function, asArray="out[]")

which iterates over the values of the array foo[] from start to end — or to the first "gap" (missing index) in the array.

The following form of the function using the var argument:

logscale
objectArray:eval("my_array[]", var=x, function={_mapped := concat([x.a, x.b])}, asArray="_mapped[]")

is equivalent to this form (without var):

logscale
objectArray:eval("my_array[]", function={_mapped := concat([my_array.a, my_array.b])}, asArray="_mapped[]")

When using this function:

  • The variable defined by the var argument is validated to ensure it does not contain object/array access patterns, for example, [..] or ..

  • The variable becomes available as a "pseudo-field" (meaning that it's not like a proper field in the event) in the function argument (see objectArray:eval() Examples).

  • The "pseudo-field" can access structured data on the array entries using an array access pattern consisting of [number] for array indexing and . for sub-selections of object fields. These can be repeated/combined arbitrarily; for example, x.foo[0].bar.baz is a valid pattern.

  • The mapping between input and output array entries is done by the function argument: for each input array entry, function maps an output array entry. The output/result value of function is the value of the same field (without []) given by the asArray argument.

Concatenate Values From Two Nested Array Elements

Concatenate values from two nested array elements returning output in flat array

Query
logscale
objectArray:eval("arr[]", var=x, function={_mapped := concat([x.a, x.b])}, asArray="_mapped[]")
Introduction

The objectArray:eval() function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects. In this example, the objectArray:eval() function is used with the variable x to concatenate the values a and b from each array element. The concat() function is used to return the concatenated output into a new array.

Example incoming data might look like this:

JSON
arr[0]: machine
arr[0].a: a0
arr[0].b: b0
arr[1].a: a1
arr[1].b: b1
arr[1].c: c1
arr[2].a: a2
arr[4].b: b2
other: abc

Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    objectArray:eval("arr[]", var=x, function={_mapped := concat([x.a, x.b])}, asArray="_mapped[]")

    Concatenates the values a and b from each array element and returns the results in a new array named _mapped. In this example, objectArray:eval() iterates over each element of the array and assigns each element to the variable x which is then used as an alias. The new field _mapped is created by concatenating the value using the alias x to extract each object value from each element of the array. Notice that the output in this example is a flat array.

    For example, this array element:

    Raw Events
    arr[0].a: a0
    arr[0].b: b0

    is translated to: 

    _mapped[0]: a0b0

  3. Event Result set.

Summary and Results

The query is used to concatenate values of two array elements.

Sample output from the incoming example data, the original values have not been removed: 

_mapped[0]: a0b0
_mapped[1]: a1b1
_mapped[2]: a2
_mapped[3]: b2

arr[0]: machine

arr[0].a: a0
arr[0].b: b0

arr[1].a: a1
arr[1].b: b1

arr[1].c: c1

arr[2].a: a2

arr[4].b: b2

other: abc

Format Values From Two Array Elements Using :

Format Values from Two Array Elements using : as a separator

Query
logscale
objectArray:eval("in[]", asArray="out[]", function={out := format("%s:%s", field=[in.key, in.value])})
Introduction

The objectArray:eval() function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects using a function that supports a special pattern to access sub-selections of array entries.

The special pattern that allows the function to operate on arrays of objects, and arrays of arrays, and other arrays of structured data is: "in" (the input array) followed by: 

.subselection

or 

[number]

or any combination of the above. For example: 

in.key, 
in.others[0].foo
in[0][1]

Semantically, given the input array in, an array index i, and an access in.subselection this will be translated to the field name in[i].subselection. Similarly, in[2] is translated to in[i][2].

In this example, the objectArray:eval() function is used to format the array entries in[].key and in[].value separating the concatenated values with a : in the output field out[]. The output must be a single field in this example as format() is only capable of creating a single value.

.

Example incoming data might look like this:

JSON
in[0].key = x
in[0].value = y
in[1].key = a
in[1].value = b
Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    objectArray:eval("in[]", asArray="out[]", function={out := format("%s:%s", field=[in.key, in.value])})

    Iterates (executes a loop) over the array from start to end (or to the first empty index in the array), applies the given function, and returns the concatenated results in a new output array name field out[].

    Notice that a var parameter can be used to give a different name to the input array variable inside the function argument. This is particularly useful whenever the input array name is very long. Example:

    objectArray:eval("someVeryLongName[]", asArray="out[]", var=x, function={out := format("%%s:%%s", field=[x.key, x.value])})

  3. Event Result set.

Summary and Results

The query is used to format arrays of objects.

Sample output from the incoming example data: 

out[0] = x:y
out[1] = a:b

Concatenate Multiple Values From Nested Array Elements

Concatenate multiple values from nested array elements using objectArray:eval() function with concat()

Query
logscale
objectArray:eval("foo[]", var=x, function={_mapped := concat([x.key.value, "x.key.others[0]", "x.key.others[1]"])}, asArray="_mapped[]")
Introduction

The objectArray:eval() function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects using a function that supports a special pattern to access sub-selections of array entries.

The special pattern that allows the function to operate on arrays of objects, and arrays of arrays, and other arrays of structured data is: "in" (the input array) followed by: 

.subselection

or 

[number]

or any combination of the above. For example: 

in.key, 
in.others[0].foo
in[0][1]

Semantically, given the input array in, an array index i, and an access in.subselection this will be translated to the field name in[i].subselection. Similarly, in[2] is translated to in[i][2].

The objectArray:eval() function can be combined with other array functions (or itself), in order to support processing nested arrays. When used with nested arrays, multiple values can be accessed and processed.

In this example, the objectArray:eval() function is used with the concat() function to concatenate multiple deeply nested arrays of objects values in the array foo[] and return the concatenated values in the output field _mapped[]

Example incoming data might look like this:

JSON
"foo[0].key.value": y
"foo[0].key.others[0]": 1
"foo[0].key.others[1]": 2
"foo[1].nothing": 355
Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    objectArray:eval("foo[]", var=x, function={_mapped := concat([x.key.value, "x.key.others[0]", "x.key.others[1]"])}, asArray="_mapped[]")

    Notice that a var parameter can be used to give a different name to the input array variable inside the function argument. This is particularly useful whenever the input array name is very long.

  3. Event Result set.

Summary and Results

The query is used to concatenate multiple deeply nested arrays of objects values.

Sample output from the incoming example data: 

_mapped[0]: y12
"foo[0].key.value": y
"foo[0].key.others[0]": 1
"foo[0].key.others[1]": 2

Concatenate Values From Nested Array Elements

Concatenate deeply nested objects and arrays using objectArray:eval() function with concat()

Query
logscale
objectArray:eval("in[]", asArray="out[]", function={out := concat(["in.a", "in.b.c", "in.others[1].d"])})
Introduction

The objectArray:eval()function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects using a function that supports a special pattern to access sub-selections of array entries.

The special pattern that allows the function to operate on arrays of objects, and arrays of arrays, and other arrays of structured data is: "in" (the input array) followed by: 

.subselection

or 

[number]

or any combination of the above. For example: 

in.key, 
in.others[0].foo
in[0][1]

Semantically, given the input array in, an array index i, and an access in.subselection this will be translated to the field name in[i].subselection. Similarly, in[2] is translated to in[i][2].

The objectArray:eval() function can be combined with other array functions (or itself), in order to support processing nested arrays. When used with nested arrays, multiple values can be accessed and processed.

In this example, the objectArray:eval() function is used with the concat() function to concatenate deeply nested arrays of objects values in the array in[] and return the concatenated values in the output field out[].

Example incoming data might look like this:

JSON
in[0].a: 1
in[0].b.c: 2
in[0].others[0].d: 3
in[0].others[1].d: 4
Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    objectArray:eval("in[]", asArray="out[]", function={out := concat(["in.a", "in.b.c", "in.others[1].d"])})

    Iterates over the array from start to end (or to the first empty index in the array), applies the given function, and returns the concatenated results in a new output array name field out[].

  3. Event Result set.

Summary and Results

The query is used to concatenate deeply nested arrays of objects.

Sample output from the incoming example data: 

out[0]: 124

Concatenate Values From Deeply Nested Array Elements

Concatenate deeply nested objects and arrays using objectArray:eval() function with itself

Query
logscale
objectArray:eval(
        "in[]", 
        asArray="out[]", 
        function={
objectArray:eval("in.others[]", asArray="tmp[]", function={tmp := "in.others.d"}
          
| out := concatArray(tmp)
          }
          )
Introduction

The objectArray:eval() function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects using a function that supports a special pattern to access sub-selections of array entries.

The special pattern that allows the function to operate on arrays of objects, and arrays of arrays, and other arrays of structured data is: "in" (the input array) followed by: 

.subselection

or 

[number]

or any combination of the above. For example: 

in.key, 
in.others[0].foo
in[0][1]

Semantically, given the input array in, an array index i, and an access in.subselection this will be translated to the field name in[i].subselection. Similarly, in[2] is translated to in[i][2].

The objectArray:eval function can be combined with other array functions (or itself), in order to support processing nested arrays.

In this example, the objectArray:eval() function is used with itself to concatenate a deeply nested arrays of objects values in the array in[] and return the concatenated values in the output field out[].

Example incoming data might look like this:

JSON
in[0].others[0].d: 1
in[0].others[1].d: 2
in[0].others[2].d: 3
in[1].others[0].d: 4
in[1].others[1].d: 5
in[1].others[2].d: 6
Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    objectArray:eval(
        "in[]", 
        asArray="out[]", 
        function={

    Iterates over the array from start to end (or to the first empty index in the array, applies the given function, and returns the concatenated results in a new output array name field out[].

  3. logscale
    objectArray:eval("in.others[]", asArray="tmp[]", function={tmp := "in.others.d"}
          
| out := concatArray(tmp)
          }
          )

    The nested objectArray:eval() performs the concatenation of the values within the nested array by calling the concatArray() function.

    Notice that in the nested call to objectArray:eval(), the given input array name is the nested array in.others[]. This works because it is translated to the field in[i].others[] by the parent objectArray:eval() current array index i.

    To return the concatenated array, the asArray parameter is set to the tmp[] field, and then when we assign the value of the concatenated value.

  4. Event Result set.

Summary and Results

The query is used to concatenate deeply nested arrays of objects. The use of this function in this way is often useful when incoming ingested data has been defined in a nested structure, but needs to be displayed or summarized. For example, importing the properties or configuration values may result in a list of potential values for a given property. Concatenating the values together makes them easier to use as a summary value for display in a table or graph.

Sample output from the incoming example data: 

out[0]: 123
out[1]: 456

Concatenate Object Arrays Into Single Array

Concatenate one or more objects from object arrays into a single array and string

Query
logscale
"a[0].foo" := "a" 
| "a[0].bar" := "b" 
| "a[1].foo" := "c" 
| "a[1].bar" := "d"
        
| objectArray:eval(array="a[]", asArray="output[]", var="x", function={output := x.bar})
| concatArray("output")
Introduction

The objectArray:eval() function is a structured array query function that follows normal array syntax. The array syntax is similar to the one used by JSON, where [ and ] are used for indexing and . for selecting members in objects. For more information, see Array Syntax. The objectArray:eval() function operates on arrays of objects. In this example, the objectArray:eval() function is used to extract one object from each element of an array of objects and then uses concatArray() to create a single string of the values.

Example incoming data might look like this:

Raw Events
a[0].foo: a
a[0].bar: b
a[1].foo: c
a[1].bar: d

Step-by-Step

  1. Starting with the source repository events.

  2. logscale
    "a[0].foo" := "a" 
| "a[0].bar" := "b" 
| "a[1].foo" := "c" 
| "a[1].bar" := "d"

  3. logscale
    | objectArray:eval(array="a[]", asArray="output[]", var="x", function={output := x.bar})

    Iterates (creates a loop) over the array a[] and adds the value of the object .bar to a new array output[]. This is achieved by executing an anonymous function, which sets the value of output to the iterated value of x.bar from a[].

    The asArray parameter is set to the output[] field, and then when we assign the value of x.bar to this output[] field.

  4. logscale
    | concatArray("output")

    Concatenates the array values in the output array and returns the result in a new field named _concatArray.

    Notice that the concatArray() function concatenates the elements of the supplied array and returns a string, containing the joined arrays. The concatArray() method does not change the existing arrays.

  5. Event Result set.

Summary and Results

The query is used to create a single value from compound arrays. This can be useful when you need to generate an identity field from a nested array, for example when summarizing data, or to create compound values from class definitions or IP addresses.

Sample output from the incoming example data:

a[0].fooa[0].bara[1].fooa[1].baroutput[0]output[1]_concatArray
abcdbdbd