// Copyright 2015 The Prometheus Authors // 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 promql import ( "context" "fmt" "io/ioutil" "math" "regexp" "strconv" "strings" "time" "github.com/pkg/errors" "github.com/prometheus/common/model" "github.com/stretchr/testify/require" "github.com/prometheus/prometheus/model/exemplar" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/model/timestamp" "github.com/prometheus/prometheus/promql/parser" "github.com/prometheus/prometheus/storage" "github.com/prometheus/prometheus/tsdb" "github.com/prometheus/prometheus/util/teststorage" "github.com/prometheus/prometheus/util/testutil" ) var ( minNormal = math.Float64frombits(0x0010000000000000) // The smallest positive normal value of type float64. patSpace = regexp.MustCompile("[\t ]+") patLoad = regexp.MustCompile(`^load\s+(.+?)$`) patEvalInstant = regexp.MustCompile(`^eval(?:_(fail|ordered))?\s+instant\s+(?:at\s+(.+?))?\s+(.+)$`) ) const ( epsilon = 0.000001 // Relative error allowed for sample values. ) var testStartTime = time.Unix(0, 0).UTC() // Test is a sequence of read and write commands that are run // against a test storage. type Test struct { testutil.T cmds []testCommand storage *teststorage.TestStorage queryEngine *Engine context context.Context cancelCtx context.CancelFunc } // NewTest returns an initialized empty Test. func NewTest(t testutil.T, input string) (*Test, error) { test := &Test{ T: t, cmds: []testCommand{}, } err := test.parse(input) test.clear() return test, err } func newTestFromFile(t testutil.T, filename string) (*Test, error) { content, err := ioutil.ReadFile(filename) if err != nil { return nil, err } return NewTest(t, string(content)) } // QueryEngine returns the test's query engine. func (t *Test) QueryEngine() *Engine { return t.queryEngine } // Queryable allows querying the test data. func (t *Test) Queryable() storage.Queryable { return t.storage } // Context returns the test's context. func (t *Test) Context() context.Context { return t.context } // Storage returns the test's storage. func (t *Test) Storage() storage.Storage { return t.storage } // TSDB returns test's TSDB. func (t *Test) TSDB() *tsdb.DB { return t.storage.DB } // ExemplarStorage returns the test's exemplar storage. func (t *Test) ExemplarStorage() storage.ExemplarStorage { return t.storage } func (t *Test) ExemplarQueryable() storage.ExemplarQueryable { return t.storage.ExemplarQueryable() } func raise(line int, format string, v ...interface{}) error { return &parser.ParseErr{ LineOffset: line, Err: errors.Errorf(format, v...), } } func parseLoad(lines []string, i int) (int, *loadCmd, error) { if !patLoad.MatchString(lines[i]) { return i, nil, raise(i, "invalid load command. (load )") } parts := patLoad.FindStringSubmatch(lines[i]) gap, err := model.ParseDuration(parts[1]) if err != nil { return i, nil, raise(i, "invalid step definition %q: %s", parts[1], err) } cmd := newLoadCmd(time.Duration(gap)) for i+1 < len(lines) { i++ defLine := lines[i] if len(defLine) == 0 { i-- break } metric, vals, err := parser.ParseSeriesDesc(defLine) if err != nil { if perr, ok := err.(*parser.ParseErr); ok { perr.LineOffset = i } return i, nil, err } cmd.set(metric, vals...) } return i, cmd, nil } func (t *Test) parseEval(lines []string, i int) (int, *evalCmd, error) { if !patEvalInstant.MatchString(lines[i]) { return i, nil, raise(i, "invalid evaluation command. (eval[_fail|_ordered] instant [at ] ") } parts := patEvalInstant.FindStringSubmatch(lines[i]) var ( mod = parts[1] at = parts[2] expr = parts[3] ) _, err := parser.ParseExpr(expr) if err != nil { if perr, ok := err.(*parser.ParseErr); ok { perr.LineOffset = i posOffset := parser.Pos(strings.Index(lines[i], expr)) perr.PositionRange.Start += posOffset perr.PositionRange.End += posOffset perr.Query = lines[i] } return i, nil, err } offset, err := model.ParseDuration(at) if err != nil { return i, nil, raise(i, "invalid step definition %q: %s", parts[1], err) } ts := testStartTime.Add(time.Duration(offset)) cmd := newEvalCmd(expr, ts, i+1) switch mod { case "ordered": cmd.ordered = true case "fail": cmd.fail = true } for j := 1; i+1 < len(lines); j++ { i++ defLine := lines[i] if len(defLine) == 0 { i-- break } if f, err := parseNumber(defLine); err == nil { cmd.expect(0, nil, parser.SequenceValue{Value: f}) break } metric, vals, err := parser.ParseSeriesDesc(defLine) if err != nil { if perr, ok := err.(*parser.ParseErr); ok { perr.LineOffset = i } return i, nil, err } // Currently, we are not expecting any matrices. if len(vals) > 1 { return i, nil, raise(i, "expecting multiple values in instant evaluation not allowed") } cmd.expect(j, metric, vals...) } return i, cmd, nil } // getLines returns trimmed lines after removing the comments. func getLines(input string) []string { lines := strings.Split(input, "\n") for i, l := range lines { l = strings.TrimSpace(l) if strings.HasPrefix(l, "#") { l = "" } lines[i] = l } return lines } // parse the given command sequence and appends it to the test. func (t *Test) parse(input string) error { lines := getLines(input) var err error // Scan for steps line by line. for i := 0; i < len(lines); i++ { l := lines[i] if len(l) == 0 { continue } var cmd testCommand switch c := strings.ToLower(patSpace.Split(l, 2)[0]); { case c == "clear": cmd = &clearCmd{} case c == "load": i, cmd, err = parseLoad(lines, i) case strings.HasPrefix(c, "eval"): i, cmd, err = t.parseEval(lines, i) default: return raise(i, "invalid command %q", l) } if err != nil { return err } t.cmds = append(t.cmds, cmd) } return nil } // testCommand is an interface that ensures that only the package internal // types can be a valid command for a test. type testCommand interface { testCmd() } func (*clearCmd) testCmd() {} func (*loadCmd) testCmd() {} func (*evalCmd) testCmd() {} // loadCmd is a command that loads sequences of sample values for specific // metrics into the storage. type loadCmd struct { gap time.Duration metrics map[uint64]labels.Labels defs map[uint64][]Point exemplars map[uint64][]exemplar.Exemplar } func newLoadCmd(gap time.Duration) *loadCmd { return &loadCmd{ gap: gap, metrics: map[uint64]labels.Labels{}, defs: map[uint64][]Point{}, exemplars: map[uint64][]exemplar.Exemplar{}, } } func (cmd loadCmd) String() string { return "load" } // set a sequence of sample values for the given metric. func (cmd *loadCmd) set(m labels.Labels, vals ...parser.SequenceValue) { h := m.Hash() samples := make([]Point, 0, len(vals)) ts := testStartTime for _, v := range vals { if !v.Omitted { samples = append(samples, Point{ T: ts.UnixNano() / int64(time.Millisecond/time.Nanosecond), V: v.Value, }) } ts = ts.Add(cmd.gap) } cmd.defs[h] = samples cmd.metrics[h] = m } // append the defined time series to the storage. func (cmd *loadCmd) append(a storage.Appender) error { for h, smpls := range cmd.defs { m := cmd.metrics[h] for _, s := range smpls { if _, err := a.Append(0, m, s.T, s.V); err != nil { return err } } } return nil } // evalCmd is a command that evaluates an expression for the given time (range) // and expects a specific result. type evalCmd struct { expr string start time.Time line int fail, ordered bool metrics map[uint64]labels.Labels expected map[uint64]entry } type entry struct { pos int vals []parser.SequenceValue } func (e entry) String() string { return fmt.Sprintf("%d: %s", e.pos, e.vals) } func newEvalCmd(expr string, start time.Time, line int) *evalCmd { return &evalCmd{ expr: expr, start: start, line: line, metrics: map[uint64]labels.Labels{}, expected: map[uint64]entry{}, } } func (ev *evalCmd) String() string { return "eval" } // expect adds a new metric with a sequence of values to the set of expected // results for the query. func (ev *evalCmd) expect(pos int, m labels.Labels, vals ...parser.SequenceValue) { if m == nil { ev.expected[0] = entry{pos: pos, vals: vals} return } h := m.Hash() ev.metrics[h] = m ev.expected[h] = entry{pos: pos, vals: vals} } // compareResult compares the result value with the defined expectation. func (ev *evalCmd) compareResult(result parser.Value) error { switch val := result.(type) { case Matrix: return errors.New("received range result on instant evaluation") case Vector: seen := map[uint64]bool{} for pos, v := range val { fp := v.Metric.Hash() if _, ok := ev.metrics[fp]; !ok { return errors.Errorf("unexpected metric %s in result", v.Metric) } exp := ev.expected[fp] if ev.ordered && exp.pos != pos+1 { return errors.Errorf("expected metric %s with %v at position %d but was at %d", v.Metric, exp.vals, exp.pos, pos+1) } if !almostEqual(exp.vals[0].Value, v.V) { return errors.Errorf("expected %v for %s but got %v", exp.vals[0].Value, v.Metric, v.V) } seen[fp] = true } for fp, expVals := range ev.expected { if !seen[fp] { fmt.Println("vector result", len(val), ev.expr) for _, ss := range val { fmt.Println(" ", ss.Metric, ss.Point) } return errors.Errorf("expected metric %s with %v not found", ev.metrics[fp], expVals) } } case Scalar: if !almostEqual(ev.expected[0].vals[0].Value, val.V) { return errors.Errorf("expected Scalar %v but got %v", val.V, ev.expected[0].vals[0].Value) } default: panic(errors.Errorf("promql.Test.compareResult: unexpected result type %T", result)) } return nil } // clearCmd is a command that wipes the test's storage state. type clearCmd struct{} func (cmd clearCmd) String() string { return "clear" } // Run executes the command sequence of the test. Until the maximum error number // is reached, evaluation errors do not terminate execution. func (t *Test) Run() error { for _, cmd := range t.cmds { // TODO(fabxc): aggregate command errors, yield diffs for result // comparison errors. if err := t.exec(cmd); err != nil { return err } } return nil } type atModifierTestCase struct { expr string evalTime time.Time } func atModifierTestCases(exprStr string, evalTime time.Time) ([]atModifierTestCase, error) { expr, err := parser.ParseExpr(exprStr) if err != nil { return nil, err } ts := timestamp.FromTime(evalTime) containsNonStepInvariant := false // Setting the @ timestamp for all selectors to be evalTime. // If there is a subquery, then the selectors inside it don't get the @ timestamp. // If any selector already has the @ timestamp set, then it is untouched. parser.Inspect(expr, func(node parser.Node, path []parser.Node) error { _, _, subqTs := subqueryTimes(path) if subqTs != nil { // There is a subquery with timestamp in the path, // hence don't change any timestamps further. return nil } switch n := node.(type) { case *parser.VectorSelector: if n.Timestamp == nil { n.Timestamp = makeInt64Pointer(ts) } case *parser.MatrixSelector: if vs := n.VectorSelector.(*parser.VectorSelector); vs.Timestamp == nil { vs.Timestamp = makeInt64Pointer(ts) } case *parser.SubqueryExpr: if n.Timestamp == nil { n.Timestamp = makeInt64Pointer(ts) } case *parser.Call: _, ok := AtModifierUnsafeFunctions[n.Func.Name] containsNonStepInvariant = containsNonStepInvariant || ok } return nil }) if containsNonStepInvariant { // Since there is a step invariant function, we cannot automatically // generate step invariant test cases for it sanely. return nil, nil } newExpr := expr.String() // With all the @ evalTime set. additionalEvalTimes := []int64{-10 * ts, 0, ts / 5, ts, 10 * ts} if ts == 0 { additionalEvalTimes = []int64{-1000, -ts, 1000} } testCases := make([]atModifierTestCase, 0, len(additionalEvalTimes)) for _, et := range additionalEvalTimes { testCases = append(testCases, atModifierTestCase{ expr: newExpr, evalTime: timestamp.Time(et), }) } return testCases, nil } // exec processes a single step of the test. func (t *Test) exec(tc testCommand) error { switch cmd := tc.(type) { case *clearCmd: t.clear() case *loadCmd: app := t.storage.Appender(t.context) if err := cmd.append(app); err != nil { app.Rollback() return err } if err := app.Commit(); err != nil { return err } case *evalCmd: queries, err := atModifierTestCases(cmd.expr, cmd.start) if err != nil { return err } queries = append([]atModifierTestCase{{expr: cmd.expr, evalTime: cmd.start}}, queries...) for _, iq := range queries { q, err := t.QueryEngine().NewInstantQuery(t.storage, iq.expr, iq.evalTime) if err != nil { return err } defer q.Close() res := q.Exec(t.context) if res.Err != nil { if cmd.fail { continue } return errors.Wrapf(res.Err, "error evaluating query %q (line %d)", iq.expr, cmd.line) } if res.Err == nil && cmd.fail { return errors.Errorf("expected error evaluating query %q (line %d) but got none", iq.expr, cmd.line) } err = cmd.compareResult(res.Value) if err != nil { return errors.Wrapf(err, "error in %s %s", cmd, iq.expr) } // Check query returns same result in range mode, // by checking against the middle step. q, err = t.queryEngine.NewRangeQuery(t.storage, iq.expr, iq.evalTime.Add(-time.Minute), iq.evalTime.Add(time.Minute), time.Minute) if err != nil { return err } rangeRes := q.Exec(t.context) if rangeRes.Err != nil { return errors.Wrapf(rangeRes.Err, "error evaluating query %q (line %d) in range mode", iq.expr, cmd.line) } defer q.Close() if cmd.ordered { // Ordering isn't defined for range queries. continue } mat := rangeRes.Value.(Matrix) vec := make(Vector, 0, len(mat)) for _, series := range mat { for _, point := range series.Points { if point.T == timeMilliseconds(iq.evalTime) { vec = append(vec, Sample{Metric: series.Metric, Point: point}) break } } } if _, ok := res.Value.(Scalar); ok { err = cmd.compareResult(Scalar{V: vec[0].Point.V}) } else { err = cmd.compareResult(vec) } if err != nil { return errors.Wrapf(err, "error in %s %s (line %d) range mode", cmd, iq.expr, cmd.line) } } default: panic("promql.Test.exec: unknown test command type") } return nil } // clear the current test storage of all inserted samples. func (t *Test) clear() { if t.storage != nil { err := t.storage.Close() require.NoError(t.T, err, "Unexpected error while closing test storage.") } if t.cancelCtx != nil { t.cancelCtx() } t.storage = teststorage.New(t) opts := EngineOpts{ Logger: nil, Reg: nil, MaxSamples: 10000, Timeout: 100 * time.Second, NoStepSubqueryIntervalFn: func(int64) int64 { return durationMilliseconds(1 * time.Minute) }, EnableAtModifier: true, } t.queryEngine = NewEngine(opts) t.context, t.cancelCtx = context.WithCancel(context.Background()) } // Close closes resources associated with the Test. func (t *Test) Close() { t.cancelCtx() err := t.storage.Close() require.NoError(t.T, err, "Unexpected error while closing test storage.") } // samplesAlmostEqual returns true if the two sample lines only differ by a // small relative error in their sample value. func almostEqual(a, b float64) bool { // NaN has no equality but for testing we still want to know whether both values // are NaN. if math.IsNaN(a) && math.IsNaN(b) { return true } // Cf. http://floating-point-gui.de/errors/comparison/ if a == b { return true } diff := math.Abs(a - b) if a == 0 || b == 0 || diff < minNormal { return diff < epsilon*minNormal } return diff/(math.Abs(a)+math.Abs(b)) < epsilon } func parseNumber(s string) (float64, error) { n, err := strconv.ParseInt(s, 0, 64) f := float64(n) if err != nil { f, err = strconv.ParseFloat(s, 64) } if err != nil { return 0, errors.Wrap(err, "error parsing number") } return f, nil } // LazyLoader lazily loads samples into storage. // This is specifically implemented for unit testing of rules. type LazyLoader struct { testutil.T loadCmd *loadCmd storage storage.Storage SubqueryInterval time.Duration queryEngine *Engine context context.Context cancelCtx context.CancelFunc opts LazyLoaderOpts } // LazyLoaderOpts are options for the lazy loader. type LazyLoaderOpts struct { // Disabled PromQL engine features. EnableAtModifier, EnableNegativeOffset bool } // NewLazyLoader returns an initialized empty LazyLoader. func NewLazyLoader(t testutil.T, input string, opts LazyLoaderOpts) (*LazyLoader, error) { ll := &LazyLoader{ T: t, opts: opts, } err := ll.parse(input) ll.clear() return ll, err } // parse the given load command. func (ll *LazyLoader) parse(input string) error { lines := getLines(input) // Accepts only 'load' command. for i := 0; i < len(lines); i++ { l := lines[i] if len(l) == 0 { continue } if strings.ToLower(patSpace.Split(l, 2)[0]) == "load" { _, cmd, err := parseLoad(lines, i) if err != nil { return err } ll.loadCmd = cmd return nil } return raise(i, "invalid command %q", l) } return errors.New("no \"load\" command found") } // clear the current test storage of all inserted samples. func (ll *LazyLoader) clear() { if ll.storage != nil { err := ll.storage.Close() require.NoError(ll.T, err, "Unexpected error while closing test storage.") } if ll.cancelCtx != nil { ll.cancelCtx() } ll.storage = teststorage.New(ll) opts := EngineOpts{ Logger: nil, Reg: nil, MaxSamples: 10000, Timeout: 100 * time.Second, NoStepSubqueryIntervalFn: func(int64) int64 { return durationMilliseconds(ll.SubqueryInterval) }, EnableAtModifier: ll.opts.EnableAtModifier, EnableNegativeOffset: ll.opts.EnableNegativeOffset, } ll.queryEngine = NewEngine(opts) ll.context, ll.cancelCtx = context.WithCancel(context.Background()) } // appendTill appends the defined time series to the storage till the given timestamp (in milliseconds). func (ll *LazyLoader) appendTill(ts int64) error { app := ll.storage.Appender(ll.Context()) for h, smpls := range ll.loadCmd.defs { m := ll.loadCmd.metrics[h] for i, s := range smpls { if s.T > ts { // Removing the already added samples. ll.loadCmd.defs[h] = smpls[i:] break } if _, err := app.Append(0, m, s.T, s.V); err != nil { return err } if i == len(smpls)-1 { ll.loadCmd.defs[h] = nil } } } return app.Commit() } // WithSamplesTill loads the samples till given timestamp and executes the given function. func (ll *LazyLoader) WithSamplesTill(ts time.Time, fn func(error)) { tsMilli := ts.Sub(time.Unix(0, 0).UTC()) / time.Millisecond fn(ll.appendTill(int64(tsMilli))) } // QueryEngine returns the LazyLoader's query engine. func (ll *LazyLoader) QueryEngine() *Engine { return ll.queryEngine } // Queryable allows querying the LazyLoader's data. // Note: only the samples till the max timestamp used // in `WithSamplesTill` can be queried. func (ll *LazyLoader) Queryable() storage.Queryable { return ll.storage } // Context returns the LazyLoader's context. func (ll *LazyLoader) Context() context.Context { return ll.context } // Storage returns the LazyLoader's storage. func (ll *LazyLoader) Storage() storage.Storage { return ll.storage } // Close closes resources associated with the LazyLoader. func (ll *LazyLoader) Close() { ll.cancelCtx() err := ll.storage.Close() require.NoError(ll.T, err, "Unexpected error while closing test storage.") }