Notes on Suspensions -------------------- v1: Meredydd Luff, 23/Sep/2014 Suspensions are continuations, generated on demand by returning an instance of Sk.misceval.Suspension from a function. They allow Python execution to be suspended and subsequently resumed, allowing simulation of blocking I/O, time-slicing to keep web pages responsive, and even multi-threading. Normally, a suspension is initiated by a callee (Javascript) function, but there is also a 'debugging' option (passed to Sk.configure()) which causes the compiler to generate a suspension before each statement. As each suspension also captures all stack frames and local variables, this can be used to implement a single-step debugger. An optional breakpoints() callback (also passed to Sk.configure()) allows the user to dynamically filter which of these suspensions actually happen. Suspensions have a 'data' property, which is an object indicating the reason for the suspension (and under what circumstances it may be resumed). 'data.type' is a string. The following types are defined by Skulpt: 'Sk.promise': Resume when the Javascript Promise 'data.promise' resolves or yields an error. 'Sk.debug': A suspension caused by the 'debugging' option (see above) Suspensions also have an 'optional' property. If set to true, this suspension may be resumed immediately if it is not convenient to wait. 'Sk.debug' suspensions have 'optional' set, so they are ignored rather than causing errors in non-suspendable call stacks (see below). Example: -------------------------------------------------------------------- Skulpt provides utility functions for calling Python code that might suspend, and returning its result as a Javascript Promise. (For browsers that do not support Promises natively, Skulpt embeds the "es6-promises" poly-fill.) Here is some Javascript code that calls a Python function that might suspend, then logs its return value to the console: Sk.misceval.callsimAsync(null, pyFunction).then(function success(r) { console.log("Function returned: " + r.v); }, function failure(e) { console.log("Function threw an exception: " + e); }); You can also pass an object map of custom suspension handlers, which are called if a specific type of suspension occurs. Suspension handlers return a promise which is resolved with the return value of susp.resume(), or rejected with an exception. For example: var handlers = {}; handlers["Sk.debug"] = function(susp) { try { console.log("Suspended! Now resuming..."); // Return an already-resolved promise in this case return Promise.resolve(susp.resume()); } catch(e) { return Promise.reject(e); } }; Sk.misceval.callsimAsync(handlers, pyFunction).then(...) Alternatively, you can use functions that return Suspensions directly. Sk.importMain() is one such example. If you pass 'true' as its third argument, it will return a Suspension if its code suspends. (If you don't give it a third argument, it will throw an error if the code tries to suspend. This is for backward compatibility.) However, doing this manually is awkward, so Skulpt provides a utility function: var p = Sk.misceval.asyncToPromise(function() { return Sk.importMain("%s", true, true); }); p.then(function (module) { console.log("Script completed"); }, function (err) { console.log("Script aborted with error: " + err); }); Completeness notes: --------------------------------------------------------- There are many places that don't currently support suspension that should. These include: * Imports. Both the fetching of the imported module source and the running of that code should be able to suspend. However, Sk.import*() is a maze of twisty code paths and loops that make continuation transformation non-trivial. Implementation notes: ------------------------------------------------------- * Not every Javascript calling context can handle getting a suspension instead of a return value. There are many awkward cases within the Skulpt codebase, let alone existing users of the library. Therefore, uses of Sk.misceval.callsim()/call()/apply() do not support suspensions, and will throw a SuspensionError if their callee tries to suspend non-optionally. (Likewise, suspending part-way through a class declaration will produce an error.) Other APIs which call into Python, such as import and Sk.abstr.iternext(), now have an extra parameter, 'canSuspend'. If false or undefined, they will throw a SuspensionError if their callee suspends non-optionally. If true, they may return a Suspension instead of a result. If a Suspension with the 'optional' flag is returned in a non-suspendable context, its resume() method will be called immediately rather than causing an error. * Suspensions save the call stack as they are processed. This provides a Python stack trace of every suspension. This could be used to provide stack traces on exceptions, which is currently a missing feature. * Likewise, suspensions would be a natural way of implementing generators. The current generator implementation is quite limited (it does not support varargs or keyword args) and not quite correct (it does not preserve temporaries between calls - see below), so would benefit from unification. * Suspensions would also be a good way of implementing timeouts, as well as keeping the browser responsive during long computations. I have not changed the existing timeout code, which still throws errors. A suspension-based timeout should first return optional suspensions (in case the timeout triggers on a non-suspendable stack), and then, after a grace period, issue a non-optional suspension that will terminate a non-suspendable stack. Reliability and testing notes: ---------------------------------------------- * Deliberate suspensions are tested by the (newly implemented) time.sleep() function, which is exercised by the tests t544.py and t555.py. * We test that a wide variety of generated code is robust to being suspended by running the entire test suite in 'debugging' mode (see above). This causes suspensions and resumptions at every statement boundary, giving us good confidence that any feature exercised by the test suite is robust to suspension. Of course, the test suite must also be run in normal mode, to verify that it works when *not* suspending at every statement boundary. Performance notes: * Essential overhead in the fast case (ie code that does not suspend) is kept quite low, at two conditionals per function call (one by the caller, to check whether a call completed or suspended, and one by the callee, to check whether this is a normal call or a suspension being resumed). Given the number of conditionals and nested function calls in Sk.misceval.call/callsim/apply, this is probably negligible. * There is additional implementation-dependent overhead (ie overhead that can be whittled down if it proves too much, and would not require global changes to implementations strategy to mitigate). I have not attacked these too aggressively, as the indications are that the performance hit already isn't that bad (~5% on the test suite on my machine, but of course we'd need bigger benchmarks to say for sure). Still, here are some pointers for future improvement: - Sk.misceval.call/apply and friends are now wrappers around applyOrSuspend, with an additional check for suspensions (to throw an error) - Each function call creates a new block for "after this function returns" (this is where we resume to if that function call suspends), and jumps to it via the normal continue-based mechanism. With more invasive modification to the block generator, we could use switch-case- fallthrough to remove this penalty for ordinary function returns. - Any temporary that might be required to persist across *any* suspension in a scope (ie any function call) is saved on *every* suspension. This is conservative but correct (unlike existing generator support, which just breaks if you try something like x = str((yield y)), as the temporary used to look up 'str' is not preserved). However, this does impede the compiler's ability to infer variable lifetimes. This could be mitigated by generating separate save and resume code for each suspension site, but that again requires intrusive modification to the block system.