Sci Save

Configurable Clojure/Script interpreter suitable for scripting and Clojure DSLs

Project README

CircleCI Clojars Project Financial Contributors on Open Collective project chat

Small Clojure Interpreter

Quickstart

Use from Clojure(Script)

(require '[sci.core :as sci])
(sci/eval-string "(inc 1)") => ;; 2
(sci/eval-string "(inc x)" {:namespaces {'user {'x 2}}}) ;;=> 3

Try SCI in your browser at NextJournal.

For usage with GraalVM native-image check here.

Why

You want to evaluate code from user input, or use Clojure for a DSL inside your project, but eval isn't safe or simply doesn't work.

This library works with:

  • Clojure on the JVM
  • Clojure compiled with GraalVM native
  • ClojureScript, even when compiled with :advanced, and JavaScript

API docs

See API.md.

Projects using SCI

SCI is used in:

  • Babashka. A Clojure scripting tool that plays well with Bash.
  • nbb. Ad-hoc CLJS scripting on Node.js. (Node.js babashka)
  • Clerk. Local-First Notebooks for Clojure.
  • 4ever-clojure. 4clojure as a static web page.
  • Clj-kondo. A Clojure linter that sparks joy.
  • Jet. CLI to convert between JSON, EDN and Transit.
  • Joyride. Making VS Code Hackable since 2022.
  • Portal. A clojure tool to navigate through your data.
  • Zprint. Tool to beautifully format Clojure(script) code and data.
  • TryClojure.org. Try Clojure!
  • SICMUtils. Computer Algebra System in Clojure, tailored for math and physics investigations.
  • Maria.cloud (soon)
Expand for more projects...
  • Bootleg. An HTML templating CLI.
  • Bytefield-svg. NodeJS library to generate byte field diagrams.
  • Cardigan Bay. Wiki engine in Clojure.
  • clj-browser-eval. Turn any HTML input field into a Clojure interpreter.
  • Chlorine. Socket-REPL and nREPL package for Atom editor.
  • Cq. Clojure Command-line Data Processor for JSON, YAML, EDN, XML and more.
  • Dad. A configuration management tool.
  • Datalevin. Durable Datalog database.
  • For-science. Discord bot.
  • Keycloak-clojure. Clojure library for Keycloak.
  • Lighthouse. A data-driven Kubernetes pre-processor.
  • Logseq. A local-only outliner notebook which supports both Markdown and Org mode.
  • Malli. Plain data Schemas for Clojure/Script.
  • Obsidian Wielder. Write and evaluate Clojure code directly in your Obsidian vault.
  • PCP. Clojure Processor (PHP replacement).
  • PGMig. Fast Standalone PostgreSQL Migration Runner.
  • Prose. Alternate syntax for Clojure, similar to what Pollen brings to Racket.
  • Spire. Pragmatic provisioning using Clojure.

Are you using SCI in your company or projects? Let us know here.

Installation

Use as a dependency:

Clojars Project

Usage

The main API function is sci.core/eval-string which takes a string to evaluate and an optional options map.

In SCI, defn does not mutate the outside world, only the evaluation context inside a call to sci/eval-string.

By default SCI only enables access to most of the Clojure core functions. More functions can be enabled by using :namespaces and :classes. Normally you would use SCI's version of println but here, for the purposes of demonstration, we use Clojure's version of println instead:

user=> (require '[sci.core :as sci])
user=> (sci/eval-string "(println \"hello\")" {:namespaces {'clojure.core {'println println}}})
hello
nil

It is also possible to provide namespaces which can be required inside a SCI program:

user=> (def opts {:namespaces {'foo.bar {'println println}}})
user=> (sci/eval-string "(require '[foo.bar :as lib]) (lib/println \"hello\")" opts)
hello
nil

You can provide a list of allowed symbols. Using other symbols causes an exception:

user=> (sci/eval-string "(inc 1)" {:allow '[inc]})
2
user=> (sci/eval-string "(dec 1)" {:allow '[inc]})
ExceptionInfo dec is not allowed! [at line 1, column 2]  clojure.core/ex-info (core.clj:4739)

Providing a list of disallowed symbols has the opposite effect:

user=> (sci/eval-string "(inc 1)" {:deny '[inc]})
ExceptionInfo inc is not allowed! [at line 1, column 2]  clojure.core/ex-info (core.clj:4739)

Macros

Providing a macro as a binding can be done by providing a normal function that:

  • has :sci/macro on the metadata set to true
  • has two extra arguments at the start for &form and &env:
user=> (def do-twice ^:sci/macro (fn [_&form _&env x] (list 'do x x)))
user=> (sci/eval-string "(do-twice (f))" {:bindings {'do-twice do-twice 'f #(println "hello")}})
hello
hello
nil

Alternatively you can refer to the macro from the Clojure environment via the var (this only works in a JVM environment):

user=> (defmacro do-twice [x] (list 'do x x))
user=> (sci/eval-string "(do-twice (f))" {:namespaces {'user {'do-twice #'do-twice 'f #(println "hello")}}})

Vars

To remain safe and sandboxed, SCI programs do not have access to Clojure vars, unless you explicitly provide that access. SCI has its own var type, distinguished from Clojure vars.

In a SCI program these vars are created with def and defn just like in normal Clojure:

(def x 1)
(defn foo [] x)
(foo) ;;=> 1
(def x 2)
(foo) ;;=> 2

Dynamic vars with thread-local bindings are also supported:

(def ^:dynamic *x* 1)
(binding [*x* 10] *x*) ;;=> 10
(binding [*x* 10] (set! *x* 12) *x*) ;;=> 12
*x* ;;=> 1

Creating SCI vars from Clojure can be done using sci/new-var:

(def x (sci/new-var 'x 10))
(sci/eval-string "(inc x)" {:namespaces {'user {'x x}}}) ;;=> 11

To create a dynamic SCI var you can set metadata or use sci/new-dynamic-var:

(def x1 (sci/new-var 'x 10 {:dynamic true}))
(sci/eval-string "(binding [*x* 12] (inc *x*))" {:namespaces {'user {'*x* x1}}}) ;;=> 13
(def x2 (sci/new-dynamic-var 'x 10))
(sci/eval-string "(binding [*x* 12] (inc *x*))" {:namespaces {'user {'*x* x2}}}) ;;=> 13

SCI vars can be bound from Clojure using sci/binding:

(def x (sci/new-dynamic-var 'x 10))
(sci/binding [x 11] (sci/eval-string "(inc *x*)" {:namespaces {'user {'*x* x}}})) ;;=> 11

The dynamic vars *in*, *out*, *err* in a SCI program correspond to the dynamic SCI vars sci/in, sci/out and sci/err in the API. These vars can be rebound as well:

(def sw (java.io.StringWriter.))
(sci/binding [sci/out sw] (sci/eval-string "(println \"hello\")")) ;;=> nil
(str sw) ;;=> "hello\n"

A shorthand for rebinding sci/out is sci/with-out-str:

(sci/with-out-str (sci/eval-string "(println \"hello\")")) ;;=> "hello\n"

Copy a namespace

To copy the public vars of a Clojure namespace and to reify the Clojure vars into corresponding SCI vars, you can use ns-publics in Clojure and the following API functions:

E.g. given the following Clojure namespace:

(ns foobar)

(defmacro do-twice [x] (list 'do x x))

(defn times-two [x]
  (* x 2))

(defn silly-name [x] (* x x))

you can re-create that namespace in a SCI context like this:

(require 'foobar)

(def fns (sci/create-ns 'foobar-ns nil))

(def foobar-ns {'do-twice (sci/copy-var foobar/do-twice fns)
                'times-two (sci/copy-var foobar/times-two fns)
                'better-name (sci/copy-var foobar/silly-name fns {:name 'better-name})})

(def ctx (sci/init {:namespaces {'foobar foobar-ns}}))

(sci/binding [sci/out *out*]
  (sci/eval-string* ctx "(foobar/do-twice (prn :x))"))
:x
:x
nil

(sci/eval-string* ctx "(foobar/times-two 2)")
4

(sci/eval-string* ctx "(foobar/better-name 4)")
16

To copy an entire namespace without enumerating all vars explicitly with sci/copy-var you can use the following approach using ns-publics and sci/copy-var*, which works the same in Clojure and ClojureScript:

(let [ens (sci/create-ns 'edamame.core)
      publics (ns-publics 'edamame.core)
      sci-ns (update-vals publics #(sci/copy-var* % ens))
      ctx (sci/init {:namespaces {'edamame.core sci-ns}})]
  (prn (sci/eval-string* ctx "(require '[edamame.core :as e]) (e/parse-string \"1\")"))
  ;;=> 1
  )

Because part of copying of the namespace could be done at compile time, which in ClojureScript has the benefit that some vars are not part of the compiled output and may result in smaller JS output, there is also the sci/copy-ns macro which allows you to exclude vars at compile-time:

(let [ens (sci/create-ns 'edamame.core)
      sci-ns (sci/copy-ns edamame.core ens {:exclude [iobj?]})
      ctx (sci/init {:namespaces {'edamame.core sci-ns}})]
  (prn (sci/eval-string* ctx "(require '[edamame.core :as e]) (e/parse-string \"1\")"))
  ;;=> 1
  )

Stdout and stdin

Clojure

To enable printing to stdout and reading from stdin you can SCI-bind sci/out and sci/in to *out* and *in* respectively:

(sci/binding [sci/out *out*
              sci/in *in*]
  (sci/eval-string "(print \"Type your name!\n> \")")
  (sci/eval-string "(flush)")
  (let [name (sci/eval-string "(read-line)")]
    (sci/eval-string "(printf \"Hello %s!\" name)
                      (flush)"
                     {:bindings {'name name}})))
Type your name!
> Michiel
Hello Michiel!

When adding a Clojure function to SCI that interacts with *out* (or *in* or *err*), you can hook it up to SCI's context. For example, a Clojure function that writes to *out* can be Clojure bound to SCI's out:

user=> (defn foo [] (println "yello!"))
#'user/foo
user=> ;; without binding *out* to sci's out, the Clojure function will use its default *out*:
user=> (sci/eval-string "(with-out-str (foo))" {:namespaces {'user {'foo foo}}})
yello!
""
;; Let's hook foo up to SCI's context:
user=> (defn wrapped-foo [] (binding [*out* @sci/out] (foo)))
#'user/wrapped-foo
user=> (sci/eval-string "(with-out-str (foo))" {:bindings {'foo wrapped-foo}})
"yello!\n"

To always enable printing in your SCI environment you can set sci/out to *out* globally:

(sci/alter-var-root sci/out (constantly *out*))

ClojureScript

Similar to Clojure vs. CLJS, the difference with SCI on Clojure vs. SCI on CLJS is that in the latter you should use sci/print-newline and sci/print-fn to control printing to stdout:

cljs.user=> (def output (atom ""))
#'cljs.user/output
cljs.user=> (sci/binding [sci/print-newline true sci/print-fn (fn [s] (swap! output str s))] (sci/eval-string "(print :hello) (println :bye)"))
nil
cljs.user=> @output
":hello:bye\n"

This is supported since SCI 0.2.7.

To always enable printing in your SCI environment you can set sci/print-fn to *print-fn* globally:

(enable-console-print!)
(sci/alter-var-root sci/print-fn (constantly *print-fn*))

Futures

Creating threads with future and pmap is disabled by default, but can be enabled by requiring sci.addons.future and applying the sci.addons.future/install function to the SCI options:

(ns my.sci.app
  (:require
   [sci.core :as sci]
   [sci.addons.future :as future]))

(sci/eval-string "@(future (inc x))"
                 (-> {:namespaces {'user {'x 1}}}
                     (future/install)))
;;=> 2

For conveying thread-local SCI bindings to an external future use sci/future:

(ns my.sci.app
  (:require
   [sci.core :as sci]
   [sci.addons.future :as future]))

(def x (sci/new-dynamic-var 'x 10))

@(sci/binding [x 11]
   (sci/future
     (sci/eval-string "@(future (inc x))"
                      (-> {:namespaces {'user {'x x}}}
                          (future/install)))))
;;=> 12

Classes

Adding support for classes is done via the :classes option:

(sci/eval-string "(java.util.UUID/randomUUID)"
  {:classes {'java.util.UUID java.util.UUID}})
;;=> #uuid "312ba519-37e2-4109-b164-97fb140b57b0"

To make this work with GraalVM you will also need to add an entry to your reflection config for this class. Also see reflection.json.

By default, SCI only lets you interop with classes explicitly provided in the :classes config. When a method call returns an instance of a class that is not in :classes you won't be able to interop on that. You can disable this safety measure with {:classes {:allow :all}}.

In JS hosts, to allow interop with anything, use the following config:

{:classes {'js goog/global :allow :all}}

State

SCI uses a context (internally implemented using an atom) to keep track of state changes like newly defined namespaces and vars. The contents of the context should be considered implementation detail. Every call to eval-string creates a fresh context. To preserve state over multiple evaluations, you can create a context using the same options as those for sci/eval-string.

(def opts {:namespaces {'foo.bar {'x 1}}})
(def sci-ctx (sci/init opts))

The SCI context can then be re-used over successive invocations of sci/eval-string*:

(sci/eval-string* sci-ctx "foo.bar/x") ;;=> 1
(sci/eval-string* sci-ctx "(ns foo.bar) (def x 2) x") ;;=> 2
(sci/eval-string* sci-ctx "foo.bar/x") ;;=> 2

In a multi-user environment it can be useful to give each user their own context. This can already be achieved with eval-string, but for performance reasons it may be desirable to initialize a shared context once. This shared context can then be forked for each user so that changes in one user's context aren't visible to other users:

(def forked (sci/fork sci-ctx))
(sci/eval-string* forked "(def forked 1)")
(sci/eval-string* forked "forked") ;;=> 1
(sci/eval-string* sci-ctx "forked") ;;=> Could not resolved symbol: forked

Implementing require and load-file

SCI supports loading code via a hook that is invoked by SCI's implementation of require. The job of this function is to find and return the source code for the requested namespace. This passed-in function will be called with a single argument that is a hashmap with a key :namespace. The value for this key will be the symbol of the requested namespace.

This function should return a map with keys :file (containing the filename to be used in error messages) and :source (containing the source code text). SCI will evaluate that source code to satisfy the call to require. Alternatively the function can return nil which will result in SCI throwing an exception that the namespace could not be found.

The load hook is passed as part of the SCI options via the :load-fn:

(defn load-fn [{:keys [namespace]}]
  (when (= namespace 'foo)
    {:file "foo.clj"
     :source "(ns foo) (def val :foo)"}))
(sci/eval-string "(require '[foo :as fu]) fu/val" {:load-fn load-fn})
;;=> :foo

Note that internally specified namespaces (either the default namespaces that SCI provides itself or those provides via the :namespaces key) will be considered first and if found there, :load-fn will not be called, unless :reload or :reload-all are used:

(sci/eval-string
  "(require '[foo :as fu])
   fu/val"
  {:load-fn load-fn
   :namespaces {'foo {'val (sci/new-var 'val :internal)}}})
;;=> :internal

(sci/eval-string
  "(require '[foo :as fu] :reload)
   fu/val"
  {:load-fn load-fn
   :namespaces {'foo {'val (sci/new-var 'val :internal)}}})
;;=> :foo

Another option for loading code is to provide an implementation of clojure.core/load-file. An example is presented here.

(ns my.sci.app
    (:require [sci.core :as sci]
              [clojure.java.io :as io]))

(spit "example1.clj" "(defn foo [] :foo)")
(spit "example2.clj" "(load-file \"example1.clj\")")

(let [load-file (fn [file]
                  (let [file (io/file file)
                        source (slurp file)]
                    (sci/with-bindings
                      {sci/ns @sci/ns
                       sci/file (.getAbsolutePath file)}
                      (sci/eval-string source opts))))
      opts {:namespaces {'clojure.core {'load-file load-file}}}]
  (sci/eval-string "(load-file \"example2.clj\") (foo)" opts))
;;=> :foo

REPL

Implementing a REPL can be done using the following functions:

  • sci/reader: returns reader for parsing source code, either from a string or io/reader
  • sci/parse-next: returns next form from reader
  • sci/eval-form: evaluates form returned by parse-next.

See examples for examples for both Clojure and ClojureScript. Run instructions are included at the bottom of each example.

To include an nREPL server in your sci-based project, you can use babashka.nrepl.

GraalVM

For general information about Clojure and GraalVM, check out clj-graal-docs and graalvm-clojure.

Clojure version

To build native images with GraalVM it is recommended to use Clojure 1.10.3 or later.

Use as native shared library

To use SCI as a native shared library from e.g. C, C++, Rust, read this tutorial.

Limitations

Currently SCI doesn't support deftype and definterface.

This-as

Currently SCI does not support this-as in JS hosts. As a workaround you can program in this style:

(def obj
  (let [;; construct the object:
        this #js {:text "foo"}
        ;; construct object functions:
        setText (fn [text] (set! (.-text this) text))
        getText (fn [] (.-text this))]
    ;; attach object functions:
    (set! (.-setText this) setText)
    (set! (.-getText this) getText)
    ;; return object:
    this))

(.setText obj "hello")
(prn (.getText obj)) ;; "hello"

Laziness

Forms evaluated by SCI can produce lazy sequences. In Clojure, dynamic vars and laziness can be a tricky combination and the same goes for dynamic SCI vars.

Consider the following example:

(let [sw     (java.io.StringWriter.)
      result (sci/binding [sci/out sw] (sci/eval-string "(map print (range 10))"))]
  (println "Output:" (str sw))
  (println "Result:" result))

If the returned lazy seq was realized within the sci/binding scope, the output would be:

Output: 0123456789
Result: (nil nil nil nil nil nil nil nil nil nil)

But because the result is only printed outside of sci/binding the result is:

Execution error (ClassCastException) at sci.impl.io/pr-on (io.cljc:44).
class sci.impl.vars.SciUnbound cannot be cast to class java.io.Writer (sci.impl.vars.SciUnbound is in unnamed module of loader clojure.lang.DynamicClassLoader @4c2af006; java.io.Writer is in module java.base of loader 'bootstrap')

This happens because by the time the lazy-seq is realized, the binding scope for sci/out is no longer established, and as a result the lazy-seq can no longer be realized (due to the delayed calls to println, a side-effecting call dependents on the value of sci/out, set by sci/binding.

If the result is intended to be serialized as a string, then one could simply serialize while the binding is still in place:

(let [sw (java.io.StringWriter.)]
  (sci/binding [sci/out sw]
    (let [result (sci/eval-string "(map print (range 10))")]
      (println "Result:" result)
      (println "Output:" (str sw)))))

Note that we moved (println "Result:" result) before (println "Output:" (str sw)), since the first call takes care of realization.

Test

Required: lein, the clojure CLI and GraalVM.

To successfully run the GraalVM tests, you will have to compile the binary first with script/compile.

To run all tests:

script/test/all

For running individual tests, see the scripts in script/test.

Dev

Benchmarking

Use clojure -M:bench to benchmark the various phases of sci on the JVM:

$ clojure -M:bench --complete --sexpr "(let [x 1 y 2] (+ x y))" --quick
BENCHMARKING EXPRESSION: (let [x 1 y 2] (+ x y))
PARSE:
-> (let [x 1 y 2] (+ x y))
Evaluation count : 1206396 in 6 samples of 201066 calls.
             Execution time mean : 528,740641 ns
    Execution time std-deviation : 35,961381 ns
   Execution time lower quantile : 495,686332 ns ( 2,5%)
   Execution time upper quantile : 580,676252 ns (97,5%)
                   Overhead used : 1,900699 ns
ANALYSIS:
Evaluation count : 98340 in 6 samples of 16390 calls.
             Execution time mean : 6,837491 µs
    Execution time std-deviation : 454,527892 ns
   Execution time lower quantile : 6,115323 µs ( 2,5%)
   Execution time upper quantile : 7,307643 µs (97,5%)
                   Overhead used : 1,900699 ns
EVALUATION:
-> 3
Evaluation count : 31674576 in 6 samples of 5279096 calls.
             Execution time mean : 16,949801 ns
    Execution time std-deviation : 0,182429 ns
   Execution time lower quantile : 16,796615 ns ( 2,5%)
   Execution time upper quantile : 17,161758 ns (97,5%)

Use --parse, --evaluate and/or --analyze to bench individual phases (--complete will bench all of them). Leaving out --quick will run criterium/bench instead of criterium/quick-bench.

GraalVM native-image

To benchmark an expression within GraalVM native-image, run script/compile and then run:

$ time ./sci "(loop [val 0 cnt 10000000] (if (pos? cnt) (recur (inc val) (dec cnt)) val))"
10000000
./sci    0.65s  user 0.02s system 99% cpu 0.669 total

Troubleshooting

Shadow-cljs + user.clj

When you require sci.core in user.clj in a shadow-cljs project, you might see problems with sci.core/copy-var.

This can be worked around by loading SCI like this in user.clj, instead of loading it in the ns form:

(try (requiring-resolve 'cljs.analyzer.api/ns-resolve) (catch Exception _ nil))
(require '[sci.core :as sci])

Thanks

License

Copyright © 2019-2022 Michiel Borkent

Distributed under the Eclipse Public License 1.0. This project contains code from Clojure and ClojureScript which are also licensed under the EPL 1.0. See LICENSE.

Open Source Agenda is not affiliated with "Sci" Project. README Source: babashka/sci
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