Performs a calculation.
Purpose
This is used to calculate a result based on other macros and calculations.
Compatibility
The macro can be used in all input document types and in Report Studio.
Usage
NCalc is used for expression evaluation (see NCalc documentation for built-in functions). In addition, the PanoramicData.NCalcExtensions library provides many additional functions - see the README for the full list. Note: Because ReportMagic uses commas to delimit parameters, either surround the condition with quotes or use backticks(`) instead of commas where needed. For example:
[Calculate:value="if(1<=2, 'AAA', 'BBB')"]Note that you can use the shorthand for this macro i.e. '[=:' instead of '[Calculate:'. Some commonly used extension functions are shown below (this is not an exhaustive list):
- if(condition, trueValue, falseValue): returns one of two values depending on the condition
- in('needle', 'straw1', 'straw2', ...): returns true if the first value appears in the remaining values; also accepts a list variable as the second argument
- contains('haystack', 'needle'): returns true if the haystack string contains the needle
- startsWith / endsWith('haystack', 'needle'): string prefix/suffix tests
- indexOf / lastIndexOf('haystack', 'needle'): returns the integer offset, or -1 if not found
- length('string'): returns the integer length of the string or list
- toUpper / toLower / capitalize('string'): case conversion
- replace('input', 'find', 'replacement'): replaces all occurrences of a string
- substring('string', startIndex, length): extracts part of a string
- split('string', 'delimiter'): splits a string into a list
- trim('string'): removes leading and trailing whitespace
- timeSpan('fromDate', 'toDate', 'unit'): time between two dates in the given unit (Milliseconds, Seconds, Minutes, Hours, Days, Weeks, Years)
- dateAdd('date', amount, 'unit'): adds an interval to a DateTime
- now('timezone'): the current date/time, with optional timezone correction
- humanize(value, 'timeUnit'): converts a numeric duration to readable text e.g. humanize(1.5, 'days') = '1 day 12 hours'
- isNaN / isInfinite / isNull / isNullOrEmpty(value): value type/state tests
- list(items): creates a list; jObject(key, value, ...): creates a JSON object; jArray(items): creates a JSON array
- where(list, 'x', 'condition'): filters a list; select(list, 'x', 'expression'): transforms a list
- orderBy(list, 'x', 'expression'): sorts a list; first / last / skip / take: list navigation
- count(list) / sum(list) / min(list) / max(list): list aggregates
- countBy(list, 'x', 'expression'): groups and counts into a JObject
- jPath(obj, 'path'): selects a value from a JObject using a JPath expression
- getProperty(obj, 'name'): returns a property value from an object
- regexIsMatch('input', 'pattern'): tests a regex match; regexGroup('input', 'pattern', group): captures a group
- nullCoalesce(a, b, ...): returns the first non-null value
- try(expression, fallback): returns fallback if the expression throws
- switch(value, case1, result1, ..., default): multi-branch conditional
- round(value, decimalPlaces): rounds a number (see examples, below)
Note: The value will be stored in output variables (e.g. using storeAs, storeAsHidden or the '=>' shorthand) as the original type and at full precision. For example, if you output a DateTime, the full precision will be stored, including hours, minutes and seconds. For an integer of 12345, the integer value will be stored. However, the value output into the document must formatted as a string. The conversion from original output to string is achieved using the format parameter and the way in which this happens will depend on the type of the output. For example, the output of a DateTime written to the document might be '2023-02-17'. The integer may be formatted as '12,345'. If you would like to additionally store the formatted string to a variable, use the storeFormattedValueAs parameter.
.Behaviour (1)8 additional
| Parameter | Type | Presence | Purpose | Options | Default |
| String | Optional | The macro is considered 'fatal' if the expression evaluates to true. Use 'value' as the macro output in the expression. | N/A | N/A |
Additional (8)
| Parameter | Type | Presence | Purpose | Options | Default |
| String | Optional | Post processing formula. Use {value} for the macro output, e.g. {value}/1024. | N/A | N/A | |
| Boolean | Optional | Should NCalc expression evaluation throw error on Overflow |
|
true | |
| Boolean | Optional | Whether to hide the macro output. |
|
false | |
| String | Optional | The condition that must be true in order for the macro to be executed/evaluated. Must either evaluate to true or false, for example: "3+5=8" or "contains('abcd', 'z'). | N/A | true | |
| MacroMode | Optional | The mode in which variables are stored. In the legacy mode (default for Schedules), the variable created is a string and formatted. In the normal mode (default for Report Studio), the output variable is stored as a strongly-typed theObject, e.g. an Int32 or a List |
|
Legacy | |
| ObfuscationType | Optional | Obfuscation type. Use obfuscation to write reports where sensitive data is hidden. When used, ReportMagic guarantees that the same input string will map to the same output string for the whole of the report (but the next time the report runs, it will most likely map to a different value). If you use obfuscation, the property in your macro will not show up and instead, you will see a fake item of the obfuscation type chosen. |
|
None | |
| Boolean | Optional | Whether substituted variables are hidden from macro results (and the word 'REDACTED' will appear in progress screens and elsewhere in the web UI). |
|
false | |
| String | Optional | If specified, adds a warning message for this macro. This is processed as an NCalc, and the warning message will ALWAYS be present and will be the value of the evaluated NCalc expression. | N/A | N/A |
Colours (3)3 additional
| Parameter | Type | Presence | Purpose | Options | Default |
| Color | Optional | The normal font background color to use. If omitted, no change is made. |
|
N/A | |
| Color | Optional | The normal font color to use. If omitted, no change is made. |
|
N/A | |
| Color | Optional | The normal table cell background color to use. If omitted, no change is made. |
|
N/A |
Additional (3)
| Parameter | Type | Presence | Purpose | Options | Default |
| Boolean | Optional | Whether to color table cells if thresholds are breached, rather than color the text. |
|
true | |
| Color | Optional | The font background color to use. |
|
N/A | |
| Color | Optional | The font color to use. |
|
N/A |
Formatting (2)3 additional
| Parameter | Type | Presence | Purpose | Options | Default |
| Boolean | Optional | Change the normal font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the normal font size in points. If omitted, no change is made. |
|
N/A |
Additional (3)
| Parameter | Type | Presence | Purpose | Options | Default |
| Boolean | Optional | Change the font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The formatting to use for numbers. You can also specify 'format=string' to force numbers to be treated as strings. | N/A | N/A |
Conditional Formatting (69)
| Parameter | Type | Presence | Purpose | Options | Default |
| DateTimeOffset | Optional | The macro is considered 'critical' if the output is after this DateTime UTC. | N/A | N/A | |
| DateTimeOffset | Optional | The macro is considered 'critical' if the output is before this DateTime UTC. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the output is equal to this value. | N/A | N/A | |
| Color | Optional | The critical font background color to use. If omitted, no change is made. |
|
N/A | |
| Boolean | Optional | Change the font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Color | Optional | The critical font color to use. If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the critical font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The macro is considered 'critical' if the output is greater than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the output is greater than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the expression evaluates to true. Use 'value' as the macro output in the expression. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the output is less than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the output is less than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'critical' if the output is not equal to this value. | N/A | N/A | |
| Color | Optional | The critical table cell background color to use. |
|
N/A | |
| DateTimeOffset | Optional | The macro is considered 'error' if the output is after this DateTime UTC. | N/A | N/A | |
| DateTimeOffset | Optional | The macro is considered 'error' if the output is before this DateTime UTC. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the output is equal to this value. | N/A | N/A | |
| Color | Optional | The error font background color to use. If omitted, no change is made. |
|
N/A | |
| Boolean | Optional | Change the error font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Color | Optional | The error font color to use. If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the error font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The macro is considered 'error' if the output is greater than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the output is greater than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the expression evaluates to true. Use 'value' as the macro output in the expression. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the output is less than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the output is less than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'error' if the output is not equal to this value. | N/A | N/A | |
| Color | Optional | The error table cell background color to use. |
|
N/A | |
| DateTimeOffset | Optional | The macro is considered 'fatal' if the output is after this DateTime UTC. | N/A | N/A | |
| DateTimeOffset | Optional | The macro is considered 'fatal' if the output is before this DateTime UTC. | N/A | N/A | |
| String | Optional | The macro is considered 'fatal' if the output is equal to this value. | N/A | N/A | |
| Color | Optional | The fatal font background color to use. If omitted, no change is made. |
|
N/A | |
| Boolean | Optional | Change the fatal font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Color | Optional | The fatal font color to use. If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the fatal font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The macro is considered 'fatal' if the output is greater than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'fatal' if the output is greater than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'fatal' if the output is less than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'fatal' if the output is less than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'fatal' if the output is not equal to this value. | N/A | N/A | |
| Color | Optional | The fatal table cell background color to use. |
|
N/A | |
| DateTimeOffset | Optional | The macro is considered 'info' if the output is after this DateTime UTC. | N/A | N/A | |
| DateTimeOffset | Optional | The macro is considered 'info' if the output is before this DateTime UTC. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the output is equal to this value. | N/A | N/A | |
| Color | Optional | The info font background color to use. If omitted, no change is made. |
|
N/A | |
| Boolean | Optional | Change the info font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Color | Optional | The info font color to use. If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the info font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The macro is considered 'info' if the output is greater than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the output is greater than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the expression evaluates to true. Use 'value' as the macro output in the expression. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the output is less than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the output is less than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'info' if the output is not equal to this value. | N/A | N/A | |
| Color | Optional | The info table cell background color to use. |
|
N/A | |
| DateTimeOffset | Optional | The macro is considered 'warning' if the output is after this DateTime UTC. | N/A | N/A | |
| DateTimeOffset | Optional | The macro is considered 'warning' if the output is before this DateTime UTC. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the output is equal to this value. | N/A | N/A | |
| Color | Optional | The warning font background color to use. If omitted, no change is made. |
|
N/A | |
| Boolean | Optional | Change the warning font weight (true=strong, false=normal). If omitted, no change is made. |
|
N/A | |
| Color | Optional | The warning font color to use. If omitted, no change is made. |
|
N/A | |
| Double | Optional | Change the warning font size in points. If omitted, no change is made. |
|
N/A | |
| String | Optional | The macro is considered 'warning' if the output is greater than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the output is greater than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the expression evaluates to true. Use 'value' as the macro output in the expression. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the output is less than or equal to this value. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the output is less than this value. | N/A | N/A | |
| String | Optional | The macro is considered 'warning' if the output is not equal to this value. | N/A | N/A | |
| Color | Optional | The warning table cell background color to use. |
|
N/A |
Output (7)
| Parameter | Type | Presence | Purpose | Options | Default |
| String | Optional | The text to display should the macro fail to execute. Note that a poorly-specified macro (e.g. omitting mandatory parameters) will still result in an error message. | N/A | N/A | |
| String | Optional | The name of a variable to create should the macro fail to execute. The variable will be a text variable, and will contain either the failure text (only if the failureText parameter is set), otherwise it will contain the exception / failure message. | N/A | N/A | |
Normal mode |
Boolean | Optional | Any macros that output lists can optionally (in Normal mode) output a jArray instead. |
|
true |
| String | Optional | The variable to store the result as. | N/A | N/A | |
| String | Optional | The variable to store the result as, while hiding the output. Equivalent to 'storeAs=ThisValue, hidden=true'. | N/A | N/A | |
| Char | Optional | The delimiter used by storeAs to split the input (Legacy mode only), when there are multiple stored variables. For example, in this macro, we indicate that the value to be stored should be split by the asterisk when being stored: [String:value=a*b*c*d, storeAs=var1;var2;var3;var4, storeAsVariableDelimiter=*] | N/A | ; | |
| String | Optional | The name of the STRING variable to store the result as and output (both will use the same format) into the report. Note that if you also use 'storeAsHidden' in the same macro, you should not expect the output to be hidden, as this parameter overrides that. | N/A | N/A |
General (1)5 additional
| Parameter | Type | Presence | Purpose | Options | Default |
| String | Mandatory | An expression to calculate. May use variables previously calculated and stored using storeAs / storeAsHidden. All functions supported by NCalc are supported, as well as some additional functions (see below). | N/A | N/A |
Additional (5)
| Parameter | Type | Presence | Purpose | Options | Default |
| String | Optional | Add a comment to make your document template more readable. The comment is discarded in the output document. | N/A | N/A | |
| List<ExecutionResult> | Optional | If specified, asserts the expected execution result of the macro. Accepts a single value or a semicolon-separated list of acceptable values (e.g. 'Success;Warning'). The macro executes normally; if the actual result matches any of the desired values, the result is converted to Success. If the actual result does not match, the result is converted to MacroError with a descriptive message. This is primarily used for testing and diagnostic purposes. Valid values are: Unknown, Success, MacroError, WorkerStopped, Running, Warning, NeverRun, Cancelled, Pending, Paused, SystemError, Deferred, Stopped. |
|
N/A | |
| String | Optional | If specified, asserts the expected output type of the macro result. The macro executes normally; if the actual type does not match, a macro error is generated. Requires 'storeAs', 'storeAsHidden', or 'storeFormattedValueAs' to be set for typed validation. Valid types include CLR names (e.g. Int32, Int64, Single, Double, Boolean, String, JArray, JObject) and C# keyword aliases (e.g. int, long, float, double, bool, string, uint, ulong, short, ushort, byte, sbyte, decimal, char, object). The special value 'Number' matches any numeric type. | N/A | N/A | |
| String | Optional | If specified, asserts the expected output value of the macro result. The macro executes normally; if the actual value does not match, a macro error is generated. When 'storeAs' or 'storeAsHidden' is set, the stored variable value is compared. Otherwise, the document output text is compared. | N/A | N/A | |
Normal mode |
Boolean | Optional | In Normal Mode and for macros that output JArrays only, whether to convert a JArray of single-property jObjects into a flat JArray of values. |
|
false |
Examples (44)
Example 1
[Calculate: value=1, storeAs=a]Example 2
[Calculate: value=2, storeAs=b][Calculate: value=3, storeAs=c]Example 3
[Calculate: value=3+5, storeAs=c]Example 4
[Calculate: value=1, storeAsHidden=a]
[Calculate: value=2, storeAsHidden=b]
[Calculate: value=3, storeAsHidden=c]
[Calculate: value=({a}+{b})/{c}, errorGe=0.01, format=N2]Example 5
[Calculate: value=1, storeAsHidden=a]
[Calculate: value=2, storeAsHidden=b]
[Calculate: value=3, storeAsHidden=c]
[Calculate: value="if({a}={b},1,2)", errorGe=0.01, format=N2]Example 6
[Calculate: value=1, storeAsHidden=a]
[Calculate: value=2, storeAsHidden=b]
[Calculate: value=3, storeAsHidden=c]
[Calculate: value="if({b}>{a},'OK','Not OK')"]Example 7
[Calculate: value=5+3, storeAsHidden=Result]
[Calculate: value={Result}, warningGe=2, warningFontColor=Orange, warningFontBackgroundColor=#ddd, warningFontBold=True, warningFontSize=20, errorGe=4, errorFontColor=Blue, errorFontBackgroundColor=Yellow, errorFontBold=True, errorFontSize=50]Example 8
[Calculate: value="contains('haystack containing needle', 'needle')"]Example 9
[Calculate: value="startsWith('haystack containing needle', 'needle')"]Example 10
[Calculate: value="endsWith('haystack containing needle', 'needle')"]Example 11
[Calculate: value="indexOf('haystack containing a needle and another needle', 'needle')"]Example 12
[Calculate: value="lastIndexOf('haystack containing a needle and another needle', 'needle')"]Example 13
[Calculate: value="lastIndexOf('haystack containing no sharp pointy things', 'needle')"]Example 14
[Calculate: value="length('haystack containing needle')"]Example 15
[Calculate: value="in(1, 1, 2, 3)"]Example 16
[Calculate: value="in(99, 1, 2, 3)"]Example 17
[Calculate: value="isNaN(1/2)"]Example 18
[Calculate: value="isNaN(1/0)", errorOnOverflow=false]Example 19
[Calculate: value="isInfinite(1/2)"]Example 20
[Calculate: value="isInfinite(1/0)", errorOnOverflow=false]Example 21
[Calculate: value="isInfinite(-1/0)", errorOnOverflow=false]Example 22
[Calculate: value="if(in(1, 1, 2, 3), 'Passed', 'Failed')"]Example 23
[Calculate: value="timeSpan('1975-02-17', '2017-02-17', 'Days')"]Example 24
[Calculate: value="timeSpan('1975-02-17 16:00', '2017-02-17 17:00', 'Hours')"]Example 25
[Calculate: value="toUpper('aBc def')"]Example 26
[Calculate: value="toLower('aBc def')"]Example 27
[Calculate: value="capitalise('aBc def')"]Example 28
[Calculate: value="if(2.368475785867E-16 < 0`'-ve'`if(2.368475785867E-16 < 0.01`'<0.01'`2.368475785867E-16))"]Example 29
[Calculate: value="Round(12.34, 0)", format=F0]Example 30
[Calculate: value="Round(12.34, 1)", format=F1]Example 31
Calculate and store the value 12.34 into a variable (at 1 decimal place precision), and DISPLAY at 1 decimal place too by using the 'format' parameter:
[Calculate: value="Round(12.34, 1)", format=F1, storeAs=Output]Example 32
Calculate and store the value 12.34 into a variable (at 1 decimal place precision), but DISPLAY at 1 decimal place (by omitting the 'format' parameter):
[Calculate: value="Round(12.34, 1)", storeAs=Output]Example 33
[Calculate: value="humanize(0.25, 'days')"]Example 34
[Calculate: value="humanize(24, 'hours')"]Example 35
Stores what you can see in ReportStudio (to 2 decimal places) as the variable B and stores the hidden output (to 0 decimal places) in A.
[Calculate: value="Round(12.34, 0)", storeAs=A, storeFormattedValueAs=B]<br/>A is '[String: value={A}]' and B is '[String: value ={B}]'A is '12' and B is '12.00'
Example 36
You can create JObjects directly and access the values using the [.:] shorthand. Note this example uses the Calculate macro shorthand i.e. starts with '[=:' instead of '[Calculate:]' :
[=:`jObject('v', null, 'w', 'Some text', 'y', jObject('z', 1))`, =>x][.:x.y.z]Example 37
This example creates a jArray:
[=:`list(1, 2, 3, 4, 5)`, =>MyList]Example 38
This example creates a jArray:
[=:`jArray(jObject('a', 1, 'b', null), jObject('a', 2, 'b', dateTime('UTC', '2024-06-21T00:00:00')))`, =>jArray]Example 39
This example creates a string URL and uses the Calculate macro shorthand i.e. starts with '[=:' instead of '[Calculate:]' :
[=:'https://en.wikipedia.org/wiki/Alphabet', =>CustomerUrl1]Example 40
This example creates a string URL and uses the Calculate macro shorthand i.e. starts with '[=:' instead of '[Calculate:]' :
[=:'http://www.google.com/', =>CustomerUrl2]Example 41
Counts the number of characters in a string
[Calculate: value="count('Report Magic')"]Example 42
Counts the number of characters in a string
[Calculate: value="count('ReportMagic')"]Example 43
Counts by how many of each number there are in a list, i.e. grouped by the values themselves, and stores the results as a new JObject (dictionary) variable:
[Calculate: value="countBy(list(1, 1, 1, 1, 1, 2, 2, 3, 3, 3, 4), 'n', 'toString(n)')", =>Count]Example 44Normal mode
This Normal Mode example counts 'Tickets' grouped by their name and stores the result as a new jObject (dictionary) variable:
// First create a list of JObjects:
[Calculate: value="list(
jObject('name', 'A', 'description', 'yaaay'),
jObject('name', 'B', 'description', 'houpla'),
jObject('name', 'C', 'description', 'woowoo'),
jObject('name', 'C', 'description', 'yay'),
jObject('name', 'B', 'description', 'woo'),
jObject('name', 'B', 'description', 'blah')
)", mode=Normal, =>Tickets]
// Now calculate how many there are for each of the name properties, i.e how many are called 'A', 'B', and so on:
[Calculate: value="countBy(Tickets, 'n', 'getProperty(n, \'name\')')", mode=Normal, =>Output]