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// Copyright 2019 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package cel
import (
"context"
"errors"
"fmt"
"time"
"cel.dev/cel-go/cel/async"
"cel.dev/cel-go/common/ast"
"cel.dev/cel-go/common/operators"
"cel.dev/cel-go/common/overloads"
"cel.dev/cel-go/common/types"
"cel.dev/cel-go/common/types/ref"
"cel.dev/cel-go/interpreter"
)
// Program is an evaluable view of an Ast.
type Program interface {
// Eval returns the result of an evaluation of the Ast and environment against the input vars.
//
// The vars value may either be an `Activation` or a `map[string]any`.
//
// If the `OptTrackState`, `OptTrackCost` or `OptExhaustiveEval` flags are used, the `details` response will
// be non-nil. Given this caveat on `details`, the return state from evaluation will be:
//
// * `val`, `details`, `nil` - Successful evaluation of a non-error result.
// * `val`, `details`, `err` - Successful evaluation to an error result.
// * `nil`, `details`, `err` - Unsuccessful evaluation.
//
// An unsuccessful evaluation is typically the result of a series of incompatible `EnvOption`
// or `ProgramOption` values used in the creation of the evaluation environment or executable
// program.
Eval(any) (ref.Val, *EvalDetails, error)
// ContextEval evaluates the program with a set of input variables and a context object in order
// to support cancellation and timeouts. This method must be used in conjunction with the
// InterruptCheckFrequency() option for cancellation interrupts to be impact evaluation.
//
// The vars value may either be an `Activation` or `map[string]any`.
//
// The output contract for `ContextEval` is otherwise identical to the `Eval` method.
ContextEval(context.Context, any) (ref.Val, *EvalDetails, error)
// ConcurrentEval evaluates the program concurrently, returning a channel that will receive
// the final EvalResult when all asynchronous operations complete, or the context expires.
//
// The vars value may either be an `Activation` or `map[string]any`.
//
// Liveness: ConcurrentEval relies on context cancellation to terminate. If an async function
// never returns and does not honor its context, and the supplied context has no deadline, the
// call will block indefinitely. Always pass a context with a deadline or cancellation.
//
// Error handling is fail-fast: as soon as a re-evaluation pass yields an error, that error is
// returned and any still in-flight async calls are cancelled (their contexts are done) and
// their results discarded. Async functions should therefore be free of unwanted side effects
// on partial evaluation, or guard them with idempotency/cancellation handling.
ConcurrentEval(context.Context, any) <-chan EvalResult
}
// Activation used to resolve identifiers by name and references by id.
//
// An Activation is the primary mechanism by which a caller supplies input into a CEL program.
type Activation = interpreter.Activation
// NewActivation returns an activation based on a map-based binding where the map keys are
// expected to be qualified names used with ResolveName calls.
//
// The input `bindings` may either be of type `Activation` or `map[string]any`.
//
// Lazy bindings may be supplied within the map-based input in either of the following forms:
// - func() any
// - func() ref.Val
//
// The output of the lazy binding will overwrite the variable reference in the internal map.
//
// Values which are not represented as ref.Val types on input may be adapted to a ref.Val using
// the types.Adapter configured in the environment.
func NewActivation(bindings any) (Activation, error) {
return interpreter.NewActivation(bindings)
}
// PartialActivation extends the Activation interface with a set of unknown AttributePatterns.
type PartialActivation = interpreter.PartialActivation
// NoVars returns an empty Activation.
func NoVars() Activation {
return interpreter.EmptyActivation()
}
// PartialVars returns a PartialActivation which contains variables and a set of AttributePattern
// values that indicate variables or parts of variables whose value are not yet known.
//
// This method relies on manually configured sets of missing attribute patterns. For a method which
// infers the missing variables from the input and the configured environment, use Env.PartialVars().
//
// The `vars` value may either be an Activation or any valid input to the NewActivation call.
func PartialVars(vars any,
unknowns ...*AttributePatternType) (PartialActivation, error) {
return interpreter.NewPartialActivation(vars, unknowns...)
}
// AttributePattern returns an AttributePattern that matches a top-level variable. The pattern is
// mutable, and its methods support the specification of one or more qualifier patterns.
//
// For example, the AttributePattern(`a`).QualString(`b`) represents a variable access `a` with a
// string field or index qualification `b`. This pattern will match Attributes `a`, and `a.b`,
// but not `a.c`.
//
// When using a CEL expression within a container, e.g. a package or namespace, the variable name
// in the pattern must match the qualified name produced during the variable namespace resolution.
// For example, when variable `a` is declared within an expression whose container is `ns.app`, the
// fully qualified variable name may be `ns.app.a`, `ns.a`, or `a` per the CEL namespace resolution
// rules. Pick the fully qualified variable name that makes sense within the container as the
// AttributePattern `varName` argument.
func AttributePattern(varName string) *AttributePatternType {
return interpreter.NewAttributePattern(varName)
}
// AttributePatternType represents a top-level variable with an optional set of qualifier patterns.
//
// See the interpreter.AttributePattern and interpreter.AttributeQualifierPattern for more info
// about how to create and manipulate AttributePattern values.
type AttributePatternType = interpreter.AttributePattern
// EvalDetails holds additional information observed during the Eval() call.
type EvalDetails struct {
state interpreter.EvalState
costTracker *interpreter.CostTracker
}
// State of the evaluation, non-nil if the OptTrackState or OptExhaustiveEval is specified
// within EvalOptions.
func (ed *EvalDetails) State() interpreter.EvalState {
if ed == nil {
return interpreter.NewEvalState()
}
return ed.state
}
// ActualCost returns the tracked cost through the course of execution when `CostTracking` is enabled.
// Otherwise, returns nil if the cost was not enabled.
func (ed *EvalDetails) ActualCost() *uint64 {
if ed == nil || ed.costTracker == nil {
return nil
}
cost := ed.costTracker.ActualCost()
return &cost
}
// EvalResult encapsulates the response from a ConcurrentEval call.
type EvalResult struct {
Val ref.Val
EvalDetails *EvalDetails
Err error
}
// prog is the internal implementation of the Program interface.
type prog struct {
*Env
evalOpts EvalOption
defaultVars Activation
dispatcher interpreter.Dispatcher
interpreter interpreter.Interpreter
interruptCheckFrequency uint
// Intermediate state used to configure the InterpretableDecorator set provided
// to the initInterpretable call.
plannerOptions []interpreter.PlannerOption
regexOptimizations []*interpreter.RegexOptimization
// Interpretable configured from an Ast and aggregate decorator set based on program options.
interpretable interpreter.InterpretableV2
observable *interpreter.ObservableInterpretable
callCostEstimator interpreter.ActualCostEstimator
costOptions []interpreter.CostTrackerOption
costLimit *uint64
// hasAsync indicates the planned expression contains an asynchronous function call, which can
// only be resolved by ConcurrentEval.
hasAsync bool
// Async evaluation configuration used by ConcurrentEval.
drainStrategy async.DrainStrategy
asyncObserver async.Observer
asyncCompletionBufferSize int
asyncMaxConcurrency int
}
// scanOptTargets walks the AST once and reports whether the Optimize()
// decorator (needOpt) and the regex-constant compiler (needRegex) have any
// target node present. The conditions are a superset of what each decorator
// acts on, so a false negative — skipping a decorator that would have
// optimized something — is impossible.
func scanOptTargets(root ast.Expr) (needOpt, needRegex bool) {
ast.PostOrderVisit(root, ast.NewExprVisitor(func(e ast.Expr) {
switch e.Kind() {
case ast.ListKind, ast.MapKind:
needOpt = true // maybeBuildListLiteral / maybeBuildMapLiteral
case ast.CallKind:
switch fn := e.AsCall().FunctionName(); {
case fn == overloads.Matches:
needRegex = true
case fn == operators.In || fn == operators.OldIn:
needOpt = true // maybeOptimizeSetMembership
case overloads.IsTypeConversionFunction(fn):
needOpt = true // maybeOptimizeConstUnary
}
}
}))
return
}
// newProgram creates a program instance with an environment, an ast, and an optional list of
// ProgramOption values.
//
// If the program cannot be configured the prog will be nil, with a non-nil error response.
func newProgram(e *Env, a *ast.AST, opts []ProgramOption) (Program, error) {
// Build the env's function bindings and shared dispatcher once (pure functions of the
// env). The dispatcher holding the env's function bindings is identical across every
// Program() built from it and read-only during planning — so assemble it once per env
// and layer a thin child over it here for per-program Functions() isolation, rather than
// re-indexing overloads on every Program() call.
sharedDisp, hasAsync, err := e.initDispatcher()
if err != nil {
return nil, err
}
disp := interpreter.ExtendDispatcher(sharedDisp)
// Ensure the default attribute factory is set after the adapter and provider are
// configured.
p := &prog{
Env: e,
plannerOptions: []interpreter.PlannerOption{},
dispatcher: disp,
costOptions: []interpreter.CostTrackerOption{},
drainStrategy: async.DrainReady(100 * time.Microsecond),
hasAsync: hasAsync,
}
// Configure the program via the ProgramOption values.
for _, opt := range opts {
p, err = opt(p)
if err != nil {
return nil, err
}
}
// Set the attribute factory after the options have been set.
var attrFactory interpreter.AttributeFactory
attrFactorOpts := []interpreter.AttrFactoryOption{
interpreter.EnableErrorOnBadPresenceTest(p.HasFeature(featureEnableErrorOnBadPresenceTest)),
}
if a.SourceInfo().HasExtension("json_name", ast.NewExtensionVersion(1, 1)) {
if !e.HasFeature(featureJSONFieldNames) {
return nil, errors.New("the AST extension 'json_name' requires the option cel.JSONFieldNames(true)")
}
}
// Configure the type provider, considering whether the AST indicates whether it supports JSON field names
if p.evalOpts&OptPartialEval == OptPartialEval {
attrFactory = interpreter.NewPartialAttributeFactory(e.Container, e.adapter, e.provider, attrFactorOpts...)
} else {
attrFactory = interpreter.NewAttributeFactory(e.Container, e.adapter, e.provider, attrFactorOpts...)
}
interp := interpreter.NewInterpreter(disp, e.Container, e.provider, e.adapter, attrFactory)
p.interpreter = interp
// Translate the EvalOption flags into InterpretableDecorator instances.
plannerOptions := make([]interpreter.PlannerOption, len(p.plannerOptions))
copy(plannerOptions, p.plannerOptions)
// Enable interrupt checking if there's a non-zero check frequency
if p.interruptCheckFrequency > 0 {
plannerOptions = append(plannerOptions, interpreter.InterruptableEval())
}
// Enable constant folding first.
if p.evalOpts&OptOptimize == OptOptimize {
// The Optimize() decorator (set-membership, constant list/map literals,
// const type conversions) and the regex-constant compiler each walk
// every planned node. When the AST provably contains no node they can
// act on, adding them is pure overhead — so gate each on a single AST
// scan. The scan condition is a superset of what the decorators touch,
// so a decorator is only skipped when its target node is definitely
// absent and evaluation is never affected (an ungated regex would
// recompile per eval, etc.).
addOptimize, addRegex := scanOptTargets(a.Expr())
if addOptimize {
plannerOptions = append(plannerOptions, interpreter.Optimize())
}
if addRegex {
p.regexOptimizations = append(p.regexOptimizations, interpreter.MatchesRegexOptimization)
}
}
// Enable regex compilation of constants immediately after folding constants.
if len(p.regexOptimizations) > 0 {
plannerOptions = append(plannerOptions, interpreter.CompileRegexConstants(p.regexOptimizations...))
}
if limit := p.limits[limitRegexProgramSize]; limit > 0 {
plannerOptions = append(plannerOptions, interpreter.RegexProgramSizeLimit(limit))
}
// Enable exhaustive eval, state tracking and cost tracking last since they require a factory.
if p.evalOpts&(OptExhaustiveEval|OptTrackState|OptTrackCost) != 0 {
costOptCount := len(p.costOptions)
if p.costLimit != nil {
costOptCount++
}
costOpts := make([]interpreter.CostTrackerOption, 0, costOptCount)
costOpts = append(costOpts, p.costOptions...)
if p.costLimit != nil {
costOpts = append(costOpts, interpreter.CostTrackerLimit(*p.costLimit))
}
// Creating a new cost tracker for each evaluation causes significant work that
// needs to be repeated for each evaluation even though the cost tracker is
// mostly read-only once constructed. Therefore it gets constructed
// once now and later a cheap clone is used for each evaluation.
tracker, err := interpreter.NewCostTracker(p.callCostEstimator, costOpts...)
if err != nil {
return nil, fmt.Errorf("construct cost tracker: %w", err)
}
trackerFactory := func() (*interpreter.CostTracker, error) {
return tracker.Clone()
}
var observers []interpreter.PlannerOption
if p.evalOpts&(OptExhaustiveEval|OptTrackState) != 0 {
// EvalStateObserver is required for OptExhaustiveEval.
observers = append(observers, interpreter.EvalStateObserver())
}
if p.evalOpts&OptTrackCost == OptTrackCost {
observers = append(observers, interpreter.CostObserver(interpreter.CostTrackerFactory(trackerFactory)))
}
// Enable exhaustive eval over a basic observer since it offers a superset of features.
if p.evalOpts&OptExhaustiveEval == OptExhaustiveEval {
plannerOptions = append(plannerOptions,
append([]interpreter.PlannerOption{interpreter.ExhaustiveEval()}, observers...)...)
} else if len(observers) > 0 {
plannerOptions = append(plannerOptions, observers...)
}
}
return p.initInterpretable(a, plannerOptions)
}
func (p *prog) initInterpretable(a *ast.AST, plannerOptions []interpreter.PlannerOption) (*prog, error) {
// When the AST has been exprAST it contains metadata that can be used to speed up program execution.
interpretable, err := p.interpreter.NewInterpretable(a, plannerOptions...)
if err != nil {
return nil, err
}
p.interpretable = interpretable
if oi, ok := interpretable.(*interpreter.ObservableInterpretable); ok {
p.observable = oi
}
return p, nil
}
// Eval implements the Program interface method.
func (p *prog) Eval(input any) (out ref.Val, det *EvalDetails, err error) {
// Configure error recovery for unexpected panics during evaluation. Note, the use of named
// return values makes it possible to modify the error response during the recovery
// function.
defer func() {
if r := recover(); r != nil {
switch t := r.(type) {
case interpreter.EvalCancelledError:
err = t
default:
err = fmt.Errorf("internal error: %v", r)
}
}
}()
// Asynchronous calls cannot be resolved by a single-pass evaluation. Reject before doing any
// work (this also covers ContextEval, which delegates here); ConcurrentEval does not call Eval.
if p.hasAsync {
return nil, nil, errAsyncRequiresConcurrentEval
}
// Build a hierarchical activation if there are default vars set.
var frame *interpreter.ExecutionFrame
if f, ok := input.(*interpreter.ExecutionFrame); ok {
frame = f
} else {
frame, err = p.newExecutionFrame(input)
if err != nil {
return nil, nil, err
}
defer frame.Close()
}
if p.observable != nil {
det = &EvalDetails{}
out = p.observable.ObserveExec(frame, func(observed any) {
switch o := observed.(type) {
case interpreter.EvalState:
det.state = o
case *interpreter.CostTracker:
det.costTracker = o
}
})
} else {
out = p.interpretable.Exec(frame)
}
// The output of an internal Eval may have a value (`v`) that is a types.Err. This step
// translates the CEL value to a Go error response. This interface does not quite match the
// RPC signature which allows for multiple errors to be returned, but should be sufficient.
if types.IsError(out) {
err = out.(*types.Err)
}
return
}
// ContextEval implements the Program interface.
func (p *prog) ContextEval(ctx context.Context, input any) (ref.Val, *EvalDetails, error) {
if ctx == nil {
return nil, nil, fmt.Errorf("context can not be nil")
}
frame, err := p.newExecutionFrame(input)
if err != nil {
return nil, nil, err
}
defer frame.Close()
frame.SetContext(ctx, p.interruptCheckFrequency)
out, det, errEval := p.Eval(frame)
if errEval != nil && errors.Is(errEval, interpreter.InterruptError{}) {
return out, det, fmt.Errorf("%w: %w", errEval, context.Cause(ctx))
}
return out, det, errEval
}
// newExecutionFrame creates an ExecutionFrame for the given input without a timeout context.
func (p *prog) newExecutionFrame(input any) (*interpreter.ExecutionFrame, error) {
frame, err := interpreter.NewExecutionFrame(input)
if err != nil {
return nil, err
}
if p.defaultVars != nil {
// Update the frame's activation in place.
frame.Activation = interpreter.NewHierarchicalActivation(p.defaultVars, frame.Activation)
}
return frame, nil
}
// newAsyncFrame creates an ExecutionFrame configured for asynchronous evaluation under the
// given context, wiring the observer and concurrency limit from the program options.
func (p *prog) newAsyncFrame(ctx context.Context, input any) (*interpreter.ExecutionFrame, error) {
frame, err := p.newExecutionFrame(input)
if err != nil {
return nil, err
}
if err := frame.SetContext(ctx, p.interruptCheckFrequency); err != nil {
frame.Close()
return nil, err
}
frame.SetAsyncObserver(p.asyncObserver)
frame.SetAsyncMaxConcurrency(resolveAsyncMaxConcurrency(p.asyncMaxConcurrency))
return frame, nil
}
// defaultAsyncMaxConcurrency bounds the number of concurrently launched async calls when the
// program does not configure AsyncMaxConcurrency. It exists so that a wide fan-out (e.g. an async
// call inside a comprehension over a large list) cannot spawn an unbounded number of goroutines.
const defaultAsyncMaxConcurrency = 100
// resolveAsyncMaxConcurrency maps the configured concurrency to the effective launch limit:
// - 0 (unset): apply defaultAsyncMaxConcurrency.
// - >0: use the configured value.
// - <0: unlimited (no launch limiter); use only if the caller bounds concurrency another way.
func resolveAsyncMaxConcurrency(configured int) int {
if configured == 0 {
return defaultAsyncMaxConcurrency
}
return configured
}
// resolveCompletionBufferSize returns the size of the async completion channel. When unset, it
// defaults to the effective launch concurrency so that all in-flight calls can report completion
// without blocking. An unbuffered channel would make a completed call hold its launch slot until
// the evaluator drained it, throttling effective concurrency to the drain rate.
func (p *prog) resolveCompletionBufferSize() int {
if p.asyncCompletionBufferSize > 0 {
return p.asyncCompletionBufferSize
}
limit := resolveAsyncMaxConcurrency(p.asyncMaxConcurrency)
if limit < 0 {
// Unlimited launches: fall back to the default bound for the buffer so it stays finite.
return defaultAsyncMaxConcurrency
}
return limit
}
// ConcurrentEval implements the Program interface.
func (p *prog) ConcurrentEval(ctx context.Context, input any) <-chan EvalResult {
resCh := make(chan EvalResult, 1)
if ctx == nil {
resCh <- EvalResult{Err: errors.New("context can not be nil")}
close(resCh)
return resCh
}
go func() {
defer close(resCh)
// Ensure concurrent eval handles panic / recovery properly
defer func() {
if r := recover(); r != nil {
switch t := r.(type) {
case interpreter.EvalCancelledError:
resCh <- EvalResult{Err: t}
default:
resCh <- EvalResult{Err: fmt.Errorf("internal error: %v", r)}
}
}
}()
frame, err := p.newAsyncFrame(ctx, input)
if err != nil {
resCh <- EvalResult{Err: err}
return
}
defer frame.Close()
// Completions are signaled to this channel as async calls finish. The asyncCallState
// fan-in also selects on ctx.Done(), so the sender will not leak if this loop returns early.
completions := make(chan int64, p.resolveCompletionBufferSize())
frame.SetCompletions(completions)
for {
var out ref.Val
var det *EvalDetails
if p.observable != nil {
det = &EvalDetails{}
out = p.observable.ObserveExec(frame, func(observed any) {
switch o := observed.(type) {
case interpreter.EvalState:
det.state = o
case *interpreter.CostTracker:
det.costTracker = o
}
})
} else {
out = p.interpretable.Exec(frame)
}
// Communicate errors quickly.
if types.IsError(out) {
var err error = out.(*types.Err)
if errors.Is(err, interpreter.InterruptError{}) {
err = fmt.Errorf("%w: %w", err, context.Cause(ctx))
}
resCh <- EvalResult{Val: out, EvalDetails: det, Err: err}
return
}
// A concrete (non-unknown) result is final.
unk, isUnknown := out.(*types.Unknown)
if !isUnknown || !unk.HasUnknownFunction() {
resCh <- EvalResult{Val: out, EvalDetails: det, Err: nil}
return
}
// Post-execution dispatch: launch only the async calls required by the unknown result.
frame.DispatchPendingAsyncCalls(unk.IDs())
// The result depends on one or more unresolved async calls. Wait for completions and
// re-evaluate according to the configured drain strategy.
var batch []async.Call
// Wait for at least one completion (or cancellation).
select {
case id := <-completions:
if call := frame.AsyncCall(id); call != nil {
batch = append(batch, call)
}
case <-ctx.Done():
resCh <- EvalResult{Val: out, EvalDetails: det, Err: ctx.Err()}
return
}
// Accumulate completions and consult the strategy.
var timer *time.Timer
reevaluate := false
for !reevaluate {
active := frame.ActiveAsyncCalls()
action := p.drainStrategy.NextAction(batch, active)
if action.Reevaluate {
break
}
var timeoutCh <-chan time.Time
if action.WaitDuration > 0 {
if timer == nil {
timer = time.NewTimer(action.WaitDuration)
} else {
if !timer.Stop() {
select {
case <-timer.C:
default:
}
}
timer.Reset(action.WaitDuration)
}
timeoutCh = timer.C
}
select {
case id := <-completions:
if call := frame.AsyncCall(id); call != nil {
batch = append(batch, call)
}
case <-timeoutCh:
reevaluate = true
case <-ctx.Done():
if timer != nil {
timer.Stop()
}
resCh <- EvalResult{Val: out, EvalDetails: det, Err: ctx.Err()}
return
}
}
if timer != nil {
timer.Stop()
}
}
}()
return resCh
}
// errAsyncRequiresConcurrentEval is returned by the synchronous entry points (Eval, ContextEval)
// when the expression contains asynchronous function calls, which only ConcurrentEval can resolve.
var errAsyncRequiresConcurrentEval = errors.New(
"expression contains asynchronous function calls; use ConcurrentEval")