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246
agent/agents/mongodb/internal/profiler/fingerprinter/fingerprinter.go
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package fingerprinter | ||
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import ( | ||
"encoding/json" | ||
"errors" | ||
"fmt" | ||
"github.com/percona/percona-toolkit/src/go/mongolib/fingerprinter" | ||
"github.com/percona/percona-toolkit/src/go/mongolib/proto" | ||
"go.mongodb.org/mongo-driver/bson" | ||
"strings" | ||
) | ||
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// ProfilerFingerprinter holds any necessary configuration or dependencies. | ||
type ProfilerFingerprinter struct { | ||
keyFilters []string | ||
// Add fields here if you need to configure the fingerprinter | ||
} | ||
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// NewFingerprinter creates a new instance of ProfilerFingerprinter. | ||
func NewFingerprinter(keyFilters []string) *ProfilerFingerprinter { | ||
return &ProfilerFingerprinter{ | ||
keyFilters: keyFilters, | ||
} | ||
} | ||
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// Fingerprint generates a unique MongoDB command fingerprint from profiler output. | ||
func (pf *ProfilerFingerprinter) Fingerprint(doc proto.SystemProfile) (fingerprinter.Fingerprint, error) { | ||
fp := fingerprinter.Fingerprint{ | ||
Namespace: doc.Ns, | ||
Operation: doc.Op, | ||
} | ||
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// Parse the namespace to separate database and collection names | ||
parts := strings.Split(doc.Ns, ".") | ||
if len(parts) < 2 { | ||
return fp, errors.New("invalid namespace format") | ||
} | ||
fp.Database = parts[0] | ||
fp.Collection = parts[1] | ||
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// Select operation type and build command with optional fields | ||
switch doc.Op { | ||
case "query": | ||
return pf.fingerprintFind(fp, doc) | ||
case "insert": | ||
return pf.fingerprintInsert(fp) | ||
case "update": | ||
return pf.fingerprintUpdate(fp, doc) | ||
case "delete", "remove": | ||
return pf.fingerprintDelete(fp, doc) | ||
case "command": | ||
return pf.fingerprintCommand(fp, doc) | ||
default: | ||
return pf.fingerprintCommand(fp, doc) | ||
} | ||
} | ||
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// Helper for find operations with optional parameters. | ||
func (pf *ProfilerFingerprinter) fingerprintFind(fp fingerprinter.Fingerprint, doc proto.SystemProfile) (fingerprinter.Fingerprint, error) { | ||
filter := "{}" | ||
command := doc.Command.Map() | ||
if f, ok := command["filter"]; ok { | ||
values := maskValues(f, make(map[string]maskOption)) | ||
filterJSON, _ := json.Marshal(values) | ||
filter = string(filterJSON) | ||
} | ||
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// Initialize mongosh command with required fields | ||
fp.Fingerprint = fmt.Sprintf(`db.%s.find(%s`, fp.Collection, filter) | ||
fp.Keys = filter | ||
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// Optional fields for find command | ||
if command["project"] != nil { | ||
projectionJSON, _ := json.Marshal(command["project"]) | ||
fp.Fingerprint += fmt.Sprintf(`, %s`, projectionJSON) | ||
} | ||
fp.Fingerprint += ")" | ||
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if sort, ok := command["sort"]; ok { | ||
sortJSON, _ := json.Marshal(sort.(bson.D).Map()) | ||
fp.Fingerprint += fmt.Sprintf(`.sort(%s)`, sortJSON) | ||
} | ||
if _, ok := command["limit"]; ok { | ||
fp.Fingerprint += `.limit(?)` | ||
} | ||
if _, ok := command["skip"]; ok { | ||
fp.Fingerprint += `.skip(?)` | ||
} | ||
if batchSize, ok := command["batchSize"]; ok { | ||
fp.Fingerprint += fmt.Sprintf(`.batchSize(%d)`, batchSize) | ||
} | ||
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return fp, nil | ||
} | ||
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// Helper for insert operations | ||
func (pf *ProfilerFingerprinter) fingerprintInsert(fp fingerprinter.Fingerprint) (fingerprinter.Fingerprint, error) { | ||
fp.Fingerprint = fmt.Sprintf(`db.%s.insert(?)`, fp.Collection) | ||
return fp, nil | ||
} | ||
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// Helper for update operations | ||
func (pf *ProfilerFingerprinter) fingerprintUpdate(fp fingerprinter.Fingerprint, doc proto.SystemProfile) (fingerprinter.Fingerprint, error) { | ||
updateMap := doc.UpdateObj.Map() | ||
filterJSON, _ := json.Marshal(updateMap["filter"]) | ||
updateJSON, _ := json.Marshal(doc.UpdateObj) | ||
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fp.Fingerprint = fmt.Sprintf(`db.%s.update(%s, %s`, fp.Collection, filterJSON, updateJSON) | ||
fp.Keys = string(filterJSON) | ||
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if updateMap["upsert"] == true || updateMap["multi"] == true { | ||
options := map[string]interface{}{} | ||
if updateMap["upsert"] == true { | ||
options["upsert"] = true | ||
} | ||
if updateMap["multi"] == true { | ||
options["multi"] = true | ||
} | ||
optionsJSON, _ := json.Marshal(options) | ||
fp.Fingerprint += fmt.Sprintf(`, %s`, optionsJSON) | ||
} | ||
fp.Fingerprint += ")" | ||
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return fp, nil | ||
} | ||
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// Helper for delete operations | ||
func (pf *ProfilerFingerprinter) fingerprintDelete(fp fingerprinter.Fingerprint, doc proto.SystemProfile) (fingerprinter.Fingerprint, error) { | ||
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command := doc.Command.Map() | ||
method := "deleteMany" | ||
if limit, ok := command["limit"]; ok && limit == int32(1) { | ||
method = "deleteOne" | ||
} | ||
filterJSON, _ := json.Marshal(maskValues(command["q"], make(map[string]maskOption))) | ||
fp.Fingerprint = fmt.Sprintf(`db.%s.%s(%s)`, fp.Collection, method, filterJSON) | ||
fp.Keys = string(filterJSON) | ||
return fp, nil | ||
} | ||
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// Helper for general command operations, including support for "aggregate" commands | ||
func (pf *ProfilerFingerprinter) fingerprintCommand(fp fingerprinter.Fingerprint, doc proto.SystemProfile) (fingerprinter.Fingerprint, error) { | ||
// Unmarshal the command into a map for easy access and manipulation | ||
commandMap := doc.Command.Map() | ||
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maskOptions := make(map[string]maskOption) | ||
maskOptions["$db"] = maskOption{remove: true} | ||
maskOptions["$readPreference"] = maskOption{remove: true} | ||
maskOptions["lsid"] = maskOption{remove: true} | ||
maskOptions["findAndModify"] = maskOption{skipMask: true} | ||
maskOptions["remove"] = maskOption{skipMask: true} | ||
if cmd, exists := commandMap["aggregate"]; exists { | ||
// Set collection and initialize aggregation structure | ||
collectionName, _ := cmd.(string) | ||
fp.Collection = collectionName | ||
fp.Fingerprint = fmt.Sprintf(`db.%s.aggregate([`, collectionName) | ||
stageStrings := []string{} | ||
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// Process pipeline stages, replacing all values with "?" | ||
if pipeline, exists := commandMap["pipeline"]; exists { | ||
pipelineStages, _ := pipeline.(bson.A) | ||
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for _, stage := range pipelineStages { | ||
stageMap := stage.(bson.D).Map() | ||
var stageJSON []byte | ||
switch { | ||
case stageMap["$match"] != nil: | ||
stageJSON, _ = json.Marshal(maskValues(stageMap, maskOptions)) | ||
case stageMap["$group"] != nil: | ||
stageJSON, _ = bson.MarshalExtJSON(stageMap, false, false) | ||
case stageMap["$sort"] != nil: | ||
stageJSON, _ = bson.MarshalExtJSON(stageMap, false, false) | ||
} | ||
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stageStrings = append(stageStrings, string(stageJSON)) | ||
} | ||
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fp.Fingerprint += strings.Join(stageStrings, ", ") | ||
} | ||
fp.Fingerprint += "])" | ||
if collation, exists := commandMap["collation"]; exists { | ||
collationMasked, _ := json.Marshal(maskValues(collation, maskOptions)) | ||
fp.Fingerprint += fmt.Sprintf(`, collation: %s`, collationMasked) | ||
} | ||
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// Build a descriptive Keys field | ||
fp.Keys = strings.Join(stageStrings, ", ") | ||
} else { | ||
// Handle other commands generically | ||
commandMasked, _ := json.Marshal(maskValues(doc.Command, maskOptions)) | ||
fp.Fingerprint = fmt.Sprintf(`db.runCommand(%s)`, commandMasked) | ||
fp.Keys = string(commandMasked) | ||
} | ||
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return fp, nil | ||
} | ||
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type maskOption struct { | ||
remove bool | ||
skipMask bool | ||
} | ||
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// maskValues replaces all values within a map or slice with "?" recursively and removes keys in the filter. | ||
func maskValues(data interface{}, options map[string]maskOption) interface{} { | ||
switch v := data.(type) { | ||
case bson.D: | ||
masked := make(bson.M) | ||
for _, value := range v { | ||
option, ok := options[value.Key] | ||
switch { | ||
case ok && option.remove: | ||
continue | ||
case ok && option.skipMask: | ||
masked[value.Key] = value.Value | ||
default: | ||
masked[value.Key] = maskValues(value.Value, options) | ||
} | ||
} | ||
return masked | ||
case bson.M: | ||
masked := make(bson.M) | ||
for key, value := range v { | ||
option, ok := options[key] | ||
switch { | ||
case ok && option.remove: | ||
continue | ||
case ok && option.skipMask: | ||
masked[key] = value | ||
default: | ||
masked[key] = maskValues(value, options) | ||
} | ||
} | ||
return masked | ||
case bson.A: | ||
for i := range v { | ||
v[i] = maskValues(v[i], options) | ||
} | ||
return v | ||
default: | ||
return "?" | ||
} | ||
} | ||
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func DefaultKeyFilters() []string { | ||
return []string{} | ||
} |
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