Compiler plugin for implementing incremental computation in user space (#10819)

This plugin provides essential building block for implementing incremental computations in your programs. The idea behind incremental computations is that if you do the same calculation multiple times but with slightly different inputs you don't have to recompute everything from scratch. Also you don't want to adopt special algorithms either, you would like to write your code in standard from scratch manner and get incrementality for free when it is possible.

The plugin computes the digest of the proc bodies, recursively hashing all called procs as well . Such digest with the digest of the argument values gives a good "name" for the result. Terminology loosely follows paper "Incremental Computation with Names" link below. It works well if you have no side effects in your computations. If you have global state in your computations then you will need problem specific workarounds to represent global state in set of "names" . SideEffect tracking in Nim also useful in this topic.

Classical examples:

Dashboard with ticking data. New data arrives non stop and you would like to update the dashboard recomputing only changed outputs.
Excel spreadsheet where user changes one cell and you would like to recompute all cells that are affected by the change, but do not want to recompute every cell in the spreadsheet.
This commit is contained in:
cooldome 2019-04-11 22:09:11 +01:00 • committed by Andreas Rumpf
commit 041d15392a
14 changed files with 387 additions and 82 deletions

View file

@ -26,9 +26,11 @@
##
import ast, intsets, tables, options, lineinfos, hashes, idents,
incremental, btrees, sighashes
incremental, btrees, md5
type
SigHash* = distinct Md5Digest
ModuleGraph* = ref object
modules*: seq[PSym] ## indexed by int32 fileIdx
packageSyms*: TStrTable
@ -58,6 +60,7 @@ type
emptyNode*: PNode
incr*: IncrementalCtx
canonTypes*: Table[SigHash, PType]
symBodyHashes*: Table[int, SigHash] # symId to digest mapping
importModuleCallback*: proc (graph: ModuleGraph; m: PSym, fileIdx: FileIndex): PSym {.nimcall.}
includeFileCallback*: proc (graph: ModuleGraph; m: PSym, fileIdx: FileIndex): PNode {.nimcall.}
recordStmt*: proc (graph: ModuleGraph; m: PSym; n: PNode) {.nimcall.}
@ -81,6 +84,52 @@ type
close: TPassClose,
isFrontend: bool]
const
cb64 = [
"A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N",
"O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z",
"a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", "n",
"o", "p", "q", "r", "s", "t", "u", "v", "w", "x", "y", "z",
"0", "1", "2", "3", "4", "5", "6", "7", "8", "9a",
"9b", "9c"]
proc toBase64a(s: cstring, len: int): string =
## encodes `s` into base64 representation.
result = newStringOfCap(((len + 2) div 3) * 4)
result.add '_'
var i = 0
while i < len - 2:
let a = ord(s[i])
let b = ord(s[i+1])
let c = ord(s[i+2])
result.add cb64[a shr 2]
result.add cb64[((a and 3) shl 4) or ((b and 0xF0) shr 4)]
result.add cb64[((b and 0x0F) shl 2) or ((c and 0xC0) shr 6)]
result.add cb64[c and 0x3F]
inc(i, 3)
if i < len-1:
let a = ord(s[i])
let b = ord(s[i+1])
result.add cb64[a shr 2]
result.add cb64[((a and 3) shl 4) or ((b and 0xF0) shr 4)]
result.add cb64[((b and 0x0F) shl 2)]
elif i < len:
let a = ord(s[i])
result.add cb64[a shr 2]
result.add cb64[(a and 3) shl 4]
proc `$`*(u: SigHash): string =
toBase64a(cast[cstring](unsafeAddr u), sizeof(u))
proc `==`*(a, b: SigHash): bool =
result = equalMem(unsafeAddr a, unsafeAddr b, sizeof(a))
proc hash*(u: SigHash): Hash =
result = 0
for x in 0..3:
result = (result shl 8) or u.MD5Digest[x].int
proc hash*(x: FileIndex): Hash {.borrow.}
when defined(nimfind):
@ -140,6 +189,7 @@ proc newModuleGraph*(cache: IdentCache; config: ConfigRef): ModuleGraph =
result.cacheCounters = initTable[string, BiggestInt]()
result.cacheTables = initTable[string, BTree[string, PNode]]()
result.canonTypes = initTable[SigHash, PType]()
result.symBodyHashes = initTable[int, SigHash]()
proc resetAllModules*(g: ModuleGraph) =
initStrTable(g.packageSyms)