featurebase/ingest_test.go
Seebs 9f271467fb ingest cluster support
We add endpoints and protobuf encode/decode to allow for sending
sharded requests over the wire in protobuf, so we can take our
sharded data and send it to other nodes if needed.

This is a squash of >15 other commits, so a bit of history
is relevant:

The Request type had FieldTypes in it because the field type
information was needed for sharding because sorting requires
that information. We change this around to make the external
sharding operation require the field types, and curry that
through the codec -- the codec is needed to tell the request
how it shards. (This is because the correct sorting order
varies by field type.) Requests (and ShardedRequests) no
longer have that table in them.

And then we hit a nasty bug in production and RCA showed
that our testing wasn't good enough and we need to be more
careful, and I discovered that test coverage in this package
was around 70%.

So, the other big thing here is coverage testing; in order to
make coverage testing viable and programmatically testable,
we have added the ability to render requests *back* to
JSON. This is not a great idea, but it does allow us to do
a lot of sanity-checking and verify that the encodings we're
using are consistent and correct.

This, plus some specific tests of decoding specific flawed
inputs, has caught a number of issues. Which are now fixed!

A lot of internal API surface got slightly changed, in ways
that make it simpler to work with. For instance, the
(*FieldOperation).TranslateUnsigned function doesn't really
need to exist; we can just have a non-method translate
function for unsigned and for signed, and use them based on
field type.

The stable translation hack used for testing had a bug that
could allow it to end up producing incorrect results if you
asked it to translate an ID first rather than exclusively
asking it to translate strings first, this has been
corrected. (This is a bug fix in code that was added
partway through creating this, but is tricky enough to
mention its own comment.)

Test coverage is now just over 90%, and a lot of what's left
is error-check returns that may well be actually unreachable
unless, say, the documentation for encoding/json is full of
lies. Which it probably is.
2021-09-27 12:05:57 -05:00

459 lines
12 KiB
Go

// Copyright 2021 Molecula Corp.
//
// 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 pilosa_test
import (
"bytes"
"context"
"encoding/json"
"io/ioutil"
"os"
"path/filepath"
"strconv"
"strings"
"testing"
pilosa "github.com/molecula/featurebase/v2"
"github.com/molecula/featurebase/v2/ingest"
"github.com/molecula/featurebase/v2/test"
"github.com/pkg/errors"
)
// For ingest API testing, we want to do tests which have a known
// schema, no existing data before we start, and perform ingests and
// then do queries.
//
// A good starting point for this would be a fairly simple file
// divided into sections which are just the JSON text of the data
// we want to be working with, or the PQL queries we want to run,
// or their expected results.
//
// So, roughly like this:
//
// schema:
// {
// "index-name": "example",
// "primary-key-type": "string",
// "fields": [
// {
// "field-name": "set",
// "field-type": "id",
// "field-options": { "cache-type": "none" }
// }
// ]
// }
// ingest:
// [
// {
// "action": "set",
// "records": {
// "1": {
// "set": [ 2 ],
// }
// }
// }
// ]
// queries:
// Row(set=2):
// [1]
//
// Additionally, the names "schema-error" and "ingest-error" are taken to
// represent a schema, or data set, which is expected to produce an error.
// For instance:
//
// ingest-error:
// [ { "action": puppy }
//
// In this case, it would be considered a test failure if an ingest request
// did NOT fail.
// Lines starting with #
// ingestSchemaPartial represents the only part of a schema we need to
// know about in order to undo its creation of a schema for use in a
// test case.
type ingestSchemaPartial struct {
IndexName string `json:"index-name"`
}
type ingestActionKind int
const (
ingestActionNone = ingestActionKind(iota)
ingestActionSchema
ingestActionIngest
ingestActionSchemaError
ingestActionIngestError
ingestActionQueries
)
var ingestActionKinds = map[string]ingestActionKind{
"schema": ingestActionSchema,
"ingest": ingestActionIngest,
"schema-error": ingestActionSchemaError,
"ingest-error": ingestActionIngestError,
"queries": ingestActionQueries,
}
var ingestActionKindNames = map[ingestActionKind]string{}
type testCaseAction struct {
kind ingestActionKind
comment []byte
lineStart int
lineEnd int
data []byte
}
type liner struct {
data []byte
at int
start int
remaining []byte
line []byte
}
func newLiner(data []byte) *liner {
return &liner{data: data, at: 0, remaining: data}
}
func (l *liner) next() bool {
if len(l.remaining) == 0 {
return false
}
foundNL := true
nextNL := bytes.IndexByte(l.remaining, '\n')
if nextNL == -1 {
foundNL = false
nextNL = len(l.remaining)
}
l.line = l.remaining[:nextNL]
// move past the newline we found, if we found one
if foundNL {
nextNL++
}
l.start, l.at = l.at, l.at+nextNL
l.remaining = l.data[l.at:]
return true
}
func (l *liner) text() (line []byte, start int, end int) {
return l.line, l.start, l.at
}
// parseExpectedResults handles something that looks like
// [1, 2, 3] or ["a", "b", "c"]. It does not handle things like
// quotes within strings, etcetera.
func parseExpectedResults(data []byte) (ints []uint64, keys []string, err error) {
if len(data) < 2 || data[0] != '[' || data[len(data)-1] != ']' {
return nil, nil, errors.New("expecting [] results")
}
words := bytes.Split(data[1:len(data)-1], []byte{','})
for _, word := range words {
word = bytes.TrimSpace(word)
if len(word) == 0 {
return nil, nil, errors.New("found empty word expecting result")
}
if word[0] == '"' {
keys = append(keys, string(word[1:len(word)-1]))
continue
}
v, err := strconv.ParseInt(string(word), 10, 64)
if err != nil {
return nil, nil, err
}
ints = append(ints, uint64(v))
}
if len(ints) > 0 && len(keys) > 0 {
return nil, nil, errors.New("mixed integers and strings are invalid")
}
return ints, keys, err
}
func testQueries(t *testing.T, ctx context.Context, cmd *test.Command, index string, action testCaseAction) {
qcx := cmd.API.Txf().NewQcx()
defer func() {
if err := qcx.Finish(); err != nil {
t.Fatalf("finishing qcx: %v", err)
}
}()
l := newLiner(action.data)
for l.next() {
query, _, _ := l.text()
if !l.next() {
t.Fatalf("processing query list: no expected after %q", query)
}
expected, _, _ := l.text()
ints, keys, err := parseExpectedResults(expected)
if err != nil {
t.Fatalf("processing query list: invalid expected results %q", expected)
}
t.Logf("expecting %q -> %s", query, expected)
res, err := cmd.API.Query(context.Background(), &pilosa.QueryRequest{Index: index, Query: string(query)})
if err != nil {
t.Errorf("query: %v", err)
}
if len(res.Results) != 1 {
t.Fatalf("expected one result per query, got %d results", len(res.Results))
}
var row *pilosa.Row
var ok bool
if row, ok = res.Results[0].(*pilosa.Row); !ok {
t.Fatalf("expected results to be a row")
}
if ints != nil {
cols := row.Columns()
if len(cols) != len(ints) {
t.Fatalf("wrong number of values, expected %d, got %d", len(ints), len(cols))
}
for i := range cols {
if ints[i] != cols[i] {
t.Fatalf("result %d: expected %d, got %d", i, ints[i], cols[i])
}
}
}
// key return value is unpredictable, so...
if keys != nil {
seen := make(map[string]struct{})
for _, k := range keys {
seen[k] = struct{}{}
}
for _, k := range row.Keys {
if _, ok := seen[k]; !ok {
t.Fatalf("unexpected result key %q", k)
}
delete(seen, k)
}
for k := range seen {
t.Fatalf("expected result to contain %q, but did not get it", k)
}
}
}
}
// testOneIngestTestcase runs a set of actions, then cleans up after itself
func testOneIngestTestcase(t *testing.T, ctx context.Context, cmd *test.Command, tcpath string) {
data, err := ioutil.ReadFile(tcpath)
if err != nil {
t.Fatalf("reading %q: %v", tcpath, err)
}
var actions []testCaseAction
var action testCaseAction
l := newLiner(data)
var line []byte
var start, lineStart, lineEnd int
lineCount := 0
for l.next() {
line, lineStart, lineEnd = l.text()
lineCount++
if colon := bytes.IndexByte(line, ':'); colon != -1 {
if kind, ok := ingestActionKinds[string(line[:colon])]; ok {
if action.kind != ingestActionNone {
action.data = data[start:lineStart]
actions = append(actions, action)
action.lineEnd = lineCount - 1
} else {
if lineStart != 0 {
t.Logf("warning: %d bytes with no action type before first action", lineStart)
}
}
start = lineEnd
action.data = nil
action.kind = kind
if line[len(line)-1] == ':' {
action.comment = line[:len(line)-1]
} else {
action.comment = line
}
action.lineStart = lineCount
}
}
}
if action.kind != ingestActionNone {
action.lineEnd = lineCount - 1
action.data = data[start:]
actions = append(actions, action)
}
var mostRecentIndex string
seenIndexes := map[string]struct{}{}
cli := cmd.Client()
created := map[string][]string{}
defer func() {
t.Logf("deleting created indexes/fields:")
for k, v := range created {
if len(v) == 0 {
t.Logf(" index: %q", k)
if err := cmd.API.DeleteIndex(ctx, k); err != nil {
t.Errorf("deleting index %q: %v", k, err)
}
} else {
t.Logf(" fields in %q: %q", k, v)
for _, field := range v {
if err := cmd.API.DeleteField(ctx, k, field); err != nil {
t.Errorf("deleting field %q from %q: %v", field, k, err)
}
}
}
}
}()
noticeCreation := func(newlyCreated map[string][]string) {
for k, v := range newlyCreated {
if len(v) == 0 {
if existing, ok := created[k]; ok {
if len(existing) > 0 {
t.Fatalf("creation reports index %q newly created, but we created fields %q in it previously",
k, existing)
}
}
// create an empty list, indicating that the whole index is
// believed nil
created[k] = nil
continue
}
if existing, ok := created[k]; ok {
if len(existing) == 0 {
// we'll delete this index anyway, don't need to delete fields in it
continue
}
created[k] = append(existing, v...)
continue
}
created[k] = v
}
}
for _, action := range actions {
t.Logf("%s, lines %d-%d", action.comment, action.lineStart, action.lineEnd)
switch action.kind {
case ingestActionSchema:
var scratch ingestSchemaPartial
err = json.Unmarshal(action.data, &scratch)
if err != nil {
t.Fatalf("couldn't parse schema data: %v", err)
}
if scratch.IndexName == "" {
t.Fatalf("test case must provide an index name")
}
// stash the string from the schema, because we
// might need it later
mostRecentIndex = scratch.IndexName
seenIndexes[mostRecentIndex] = struct{}{}
var newlyCreated map[string][]string
newlyCreated, err = cli.IngestSchema(ctx, nil, action.data)
if err != nil {
t.Fatalf("executing schema: %v", err)
}
noticeCreation(newlyCreated)
case ingestActionSchemaError:
var scratch ingestSchemaPartial
err = json.Unmarshal(action.data, &scratch)
if err != nil {
t.Logf("got expected error from schema: %v", err)
break
}
var newlyCreated map[string][]string
newlyCreated, err = cli.IngestSchema(ctx, nil, action.data)
if err != nil {
t.Logf("got expected error from schema: %v", err)
break
}
noticeCreation(newlyCreated)
t.Fatalf("expected error from schema, didn't get it")
case ingestActionIngest:
func() {
qcx := cmd.API.Txf().NewQcx()
var err error
defer func() {
if err == nil {
qcx.Abort()
return
}
if err := qcx.Finish(); err != nil {
t.Fatalf("finishing qcx: %v", err)
}
}()
err = cmd.API.IngestOperations(ctx, qcx, mostRecentIndex, bytes.NewBuffer(action.data))
if err != nil {
t.Fatalf("importing data: %v", err)
}
}()
case ingestActionIngestError:
func() {
qcx := cmd.API.Txf().NewQcx()
var err error
defer func() {
if err == nil {
qcx.Abort()
return
}
if err := qcx.Finish(); err != nil {
t.Fatalf("finishing qcx: %v", err)
}
}()
err = cmd.API.IngestOperations(ctx, qcx, mostRecentIndex, bytes.NewBuffer(action.data))
if err != nil {
t.Logf("got expected error from ingest: %v", err)
return
}
t.Fatalf("expected error from ingest, didn't get it")
}()
case ingestActionQueries:
testQueries(t, ctx, cmd, mostRecentIndex, action)
}
}
}
// TestIngestTestcases reads sample test cases from a test data directory
// and evaluates them.
func TestIngestTestcases(t *testing.T) {
_ = &ingest.Operation{}
var testcases []string
if len(ingestActionKindNames) == 0 {
for k, v := range ingestActionKinds {
ingestActionKindNames[v] = k
}
}
err := filepath.Walk("ingest_testdata", func(path string, info os.FileInfo, err error) error {
if err != nil {
return err
}
if info.IsDir() {
return nil
}
if strings.HasSuffix(path, ".tc") {
testcases = append(testcases, path)
}
return nil
})
if err != nil {
t.Fatalf("looking for test cases: %v", err)
}
if len(testcases) == 0 {
t.Fatalf("no ingest test cases found")
}
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
c := test.MustRunCluster(t, 3)
defer c.Close()
coord := c.GetPrimary()
for _, tc := range testcases {
t.Run(strings.TrimSuffix(tc, ".tc"), func(t *testing.T) {
testOneIngestTestcase(t, ctx, coord, tc)
})
}
}