Language Syntax Timeseries & Extension Experimental Examples Articles Sources Specifications Playground Home Contact

LispTick Syntax


LispTick has nine types of Atoms: ints, floats, strings, chars, bools, datetimes, durations, datafields, and symbols. The following are different kinds of literal syntax for these atoms.

3 ; an int
-21 ; a negative int
0x41 ; int in hexadecimal
0o755 ; int in octal
0b1110 ; int in binary
4.1 ; a float
-2.3 ; a negative float
1.3e20 ; a float in scientific notation
#c ; the character 'c'
#\n ; the newline character
"asdfsd" ; a string
asdfsd ; a symbol
true ; the "true" boolean
false ; the "false" boolean
T10:30 ; a simple time without date and timezone
2017-10-18 ; a simple date without time
2017-10-18T09:30:01.123456789 ; a full datetime with nanoseconds
10h ; a duration of 10 hours
30m ; a duration of 30 minutes
59s ; a duration of 59 seconds
100ms ; a duration of 100 milliseconds
70us ; a duration of 70 microseconds
90ns ; a duration of 90 nanoseconds
1h30m40.561s ; a duration of 1 hour 30 minutes 40 seconds and 561 milliseconds
1D ; a duration of exactly one day, as one day can be 23, 24 or 25h depending on daylight saving
1M ; a duration of exactly one month
1Y ; a duration of exactly one year
@trade-price ; a data field used when requesting a timeserie

Note that semicolons are used for single-line comments. The syntax for symbols is quite flexible. Any non-whitespace character other than ' or # can be used in a symbol.


Lists are just cons-cell lists like in other LISP dialects and are delimited by parentheses

(a-function arg1 arg2
    (another-function arg1 arg2))

You can also just describe plain pairs (cons-cells in which the tail is not necessarily a list) using the dotted syntax.

(a . b)


Arrays correspond to Go slices and are delimited by square braces.

[1 2 3 4]


LispTick has mutable hashmaps which use Go maps internally. The literal syntax uses curly braces

{'a 3
 'b 2}

The hash above maps a to 3 and b to 2. Hash keys can only be integers, strings, chars, or symbols.


The quote symbol ' indicates that the following expression should be interpreted literally. This is useful for declaring symbols and lists.

'(1 2 3 4)


An anonymous function can be declared in LispTick like so

(fn [a b] (+ a b))

A function can be declared with a name using defn.

(defn add3 [a] (+ a 3))

Note that like in Clojure, the argument list is given in an array instead of a list.


A binding can be added in the current scope using def. You can also create a new scope and declare bindings in it using let or let*.

(def a 3)

(let [a 3
      b 4]
    (* a b))
; returns 12

(let* [a 2
       b (+ a 1)]
    (+ a b))
; returns 5

The difference between let and let* is that let creates bindings all at once, so you will not be able to access earlier bindings in later bindings. The let* form creates bindings one by one, so each binding can access bindings declared before it.

Calling functions

Functions can be called in the regular way.

(defn add3 [a] (+ a 3))
(add3 2) ; returns 5

They can also be called indirectly using apply.

(apply + [1 2 3]) ; returns 6
(apply + '(1 2 3)) ; same as above

This works exactly the same with anonymous functions

((fn [a b] a) 2 3) ; returns 2
(apply (fn [a b] a) [2 3]) ; same as above


LispTick has only a single conditional statement, cond. The syntax is as follows.

    first-condition first-expression
    second-condition second-expression

The cond statement will check the conditions in order. If the condition is true, it will return the result of the corresponding expression. If not, it will move on the next condition. If none of the conditions are true, it will return the result of the default expression. The default expression is the only required portion of this statement. The way to think of this is that the first condition/expression pair is an if statement, the second is an else if statement, and the default is the else statement.

LispTick also provides the short-circuit boolean operators and and or. The and expression will return the first “falsy” sub-expression or, if all sub-expressions are “truthy”, the last sub-expression is returned. The or expression is the opposite, returning the first “truthy” expression or the last expression.

The boolean false, the null value (empty list), the integer 0, and the null character are considered “falsy”. All other values are considered “truthy”.


The begin statement is used to sequence expressions. It will run all sub-expressions and return the result of the final expression. The top-level, function bodies, and let-statement bodies have implicit begin statements.

Builtin Functions

The following builtin functions are provided by the language runtime.

Integer shift operations, applicable on timeseries

Bitwise operations, applicable on timeseries (expect bit-not)

Boolean operations, applicable on boolean timeseries

(+ true false) ;returns true
(* true false) ;returns false

Arithmetic, applicable on timeseries

Function name Description
+ addition
- subtraction
* multiplication
mat* matrix multiplication
/ division
mat/ matrix division (multiplication by inversed matrix)
abs absolute value
acos arccosine, in radians
acosh inverse hyperbolic cosine
asin arcsine, in radians
asinh inverse hyperbolic sine
atan arctangent, in radians
atan2 y then x, arc tangent of y/x, using the signs of the two to determine the quadrant of the return value
atanh inverse hyperbolic tangent
cbrt cube root
cos cosine, in radians
cosh hyperbolic cosine
exp base-e exponential
int int part, if true -> 1, false -> 0 or decimal string
ln or log natural logarithm
log10 decimal logarithm
max maximum
min minimum
mod modulo
round can have a second argument n, rounded to nearest 10^n, default is 0 so rounded to int
pow xy, the base-x exponential of y.
sigmoid Sigmoid function
sign >0 -> 1, <0 -> -1, =0 -> 0
sin sine, in radians
sinh hyperbolic sine
sqr square
sqrt square root
tan tangent, in radians
tanh hyperbolic tangent


Type Introspection


Pseudo-random number generators

Function name Arguments Description
rand-u low high {optional-seed} Uniformly distributed in [low, high).
rand-g mean stddev {optional-seed} Normally distributed around mean with stddev as standard deviation (Box-Muller transform used internally).

Array Functions

The array function can be used to construct an array. It is identical to the square brace literal syntax.

The make-array function creates an array of a given length. By default, the items in the array are intialized to null.

(make-array 3) ; => [() () ()]
(make-array 3 0) ; => [0 0 0]

The get function indexes into an array.

(get [0 1 2] 1) ; returns 1

The set! function modifies the value in the array at the given index

(def arr [0 1 2])
(set! arr 1 3)
; arr should now be [0 3 2]

So yes, arrays are mutable in LispTick and can me manipulated

(append [1 2] 3) ; => [1 2 3]
(concat [1 2] [3 4]) ; => [1 2 3 4]
(len [1 2 3]) ; => 3

List Functions

The list, cons, first, and rest functions operate the same as in other LISP dialects. Note, however, that first and rest can also work on arrays.

String Functions

The functions contains, has-prefix and has-suffix allows to check if a susbtring is part, start or end of a string.

(str "t" 5) ; => "t5"
(str 3.14 "J" 0xf) ; => "3.14J15"
(str "ab" #c) ; => "abc"
(slice "abcd" [1 3]) ; => "bc"
(get "abcd" 2) ; => #c
(len "abc") ; => 3
(contains "abcdef" "cd") ; => true
(has-prefix "abcdef" "ab") ; => true
(has-suffix "abcdef" "def") ; => true

Time & Date functions

As seen in Atoms date and time can be “hardcoded” with:

T10:30 ; a simple time without date and timezone
2017-10-18 ; a simple date without time
2017-10-18T09:30:01.123456789 ; a full datetime with nanoseconds


Get the day part of a date, in the range [1 31], 1 is for 1st day of the month.

(day a-date)


Get the hour part of a date, in the range [0 23], 0 is for midnight.

(hour a-date)


Transform a duration into a businessday duration, allowing to jump holidays when applying to a date.

(make-bd d cal)



Add 2 business days to a date using week-end calendar.

;true if date is saturday or sunday
(defn is-closed[d] (= 0 (mod (weekday d) 6)))
;add 2 business days
(+ 2017-10-19 (make-bd 2D is-closed))


You can also use the make-date function to create a time or a date.

(make-date year {month {day {hour {min {sec {nsec}}}}}})

The month, day, hour, min, sec, and nsec values may be outside their usual ranges and will be normalized during the conversion. For example, October 32 converts to November 1.

All arguments are int, if not it is rounded down to int.



(make-date 2017 10 18) ;same as 2017-10-18
(make-date 2017 10 18 9 30 1 123456789) ;same as 2017-10-18T09:30:01.123456789


Get the minute part of a date, in the range [0 59]

(minute a-date)


Get the month part of a date, in the range [1 12], 1 is January

(month a-date)


Get the nanosecond part of a date, in the range [0 999999999]

(nanosecond a-date)


Get the second part of a date, in the range [0 59].

(second a-date)


Return the result of rounding t or each timeserie t down to a multiple of d (since the zero time).

(time-truncate d t|ts)



Get the weekday of a date. 0 is for Sunday 1 Monday… 6 Saturday

(weekday a-date)


Get the year part of a date.

(year a-date)


Get the day of the year of a date, in the range [1 365] for non-leap years, and [1 366] in leap years.

(year a-date)

Hashmap functions

The get function also retrieves a value from the hashmap by key.

(def h {("a" . 2) ("b" . 3)})
(get h "a") ; => 2

You can give the get function a third argument, which is the default value that will be returned if the key is not found. If no default is given and the key is not found, a runtime error will occur.

(get {("a" . 3)} "b" 0) ; => 0

The set! function for hashmap works similar to set! for array but using a key instead of an index.

(def h {("a" . 3)})
(set! h "a" 2) ; h is now {'a 2}

The del! function takes a hash and a key and deletes the given key from the hash.

(def h {("a" . 3)("b" . 2)})
(del! h "a") ; h is now {("b" . 2)}

Generic Container Operations

The append function can append an expression to the end of an array or a character onto the end of a list.

(append [0 1] 2) ; => [0 1 2]
(append "ab" #c) ; => "abc"

The concat function can concatenate two arrays, two strings, or two lists

(concat [0 1] [2 3]) ; => [0 1 2 3]
(concat "ab" "cd") ; => "abcd"
(concat '(1 2) '(3 4)) ; => (1 2 3 4)

The len function returns the number of elements in an array or number of characters in a string.