Sprint 286: OperationTaxonomy + LibraryCapabilityLedger (steps 1958-1962)
Phase 6 Library Dispatch foundation. Five new headers: - OperationDomain: dot-key hierarchy with parent traversal - LibraryCapabilityRecord: score/APIs/weaknesses + validator - LibraryCapabilityLedger: (library, domain) -> record registry - OperationTaxonomy: 40+ domain tree, keyword-based classify() - Sprint286IntegrationSummary: 8-library seed ledger + verified lookups 25/25 tests passing. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Bill
81
editor/src/LibraryCapabilityLedger.h
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81
editor/src/LibraryCapabilityLedger.h
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#pragma once
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// Step 1960: LibraryCapabilityLedger
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// Registry of LibraryCapabilityRecords keyed by (libraryId, operationDomain).
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// One-time annotation, deterministic reads forever.
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#include "LibraryCapabilityRecord.h"
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#include <optional>
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#include <set>
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#include <string>
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#include <unordered_map>
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#include <vector>
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namespace whetstone {
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class LibraryCapabilityLedger {
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public:
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void set(LibraryCapabilityRecord record) {
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auto key = makeKey(record.libraryId, record.operationDomain);
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records_[key] = std::move(record);
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}
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std::optional<LibraryCapabilityRecord> get(const std::string& libraryId,
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const std::string& operationDomain) const {
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auto it = records_.find(makeKey(libraryId, operationDomain));
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if (it == records_.end()) return std::nullopt;
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return it->second;
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}
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bool has(const std::string& libraryId, const std::string& operationDomain) const {
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return records_.count(makeKey(libraryId, operationDomain)) > 0;
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}
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// Returns score for (library, domain), or 0.0 if not present.
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float score(const std::string& libraryId,
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const std::string& operationDomain) const {
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auto it = records_.find(makeKey(libraryId, operationDomain));
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if (it == records_.end()) return 0.0f;
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return it->second.score;
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}
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std::vector<LibraryCapabilityRecord> allForLibrary(const std::string& libraryId) const {
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std::vector<LibraryCapabilityRecord> result;
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for (const auto& [k, v] : records_) {
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if (v.libraryId == libraryId) result.push_back(v);
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}
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return result;
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}
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std::vector<LibraryCapabilityRecord> allForDomain(const std::string& operationDomain) const {
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std::vector<LibraryCapabilityRecord> result;
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for (const auto& [k, v] : records_) {
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if (v.operationDomain == operationDomain) result.push_back(v);
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}
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return result;
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}
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// Sorted unique library IDs
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std::vector<std::string> libraries() const {
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std::set<std::string> libs;
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for (const auto& [k, v] : records_) libs.insert(v.libraryId);
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return {libs.begin(), libs.end()};
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}
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// Sorted unique operation domain keys
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std::vector<std::string> domains() const {
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std::set<std::string> doms;
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for (const auto& [k, v] : records_) doms.insert(v.operationDomain);
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return {doms.begin(), doms.end()};
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}
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size_t size() const { return records_.size(); }
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private:
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static std::string makeKey(const std::string& lib, const std::string& domain) {
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return lib + "::" + domain;
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}
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std::unordered_map<std::string, LibraryCapabilityRecord> records_;
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};
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} // namespace whetstone
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43
editor/src/LibraryCapabilityRecord.h
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43
editor/src/LibraryCapabilityRecord.h
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#pragma once
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// Step 1959: LibraryCapabilityRecord
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// Struct representing a library's capability for one operation domain.
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// Score 0.0 = not applicable, 1.0 = reference implementation.
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#include <string>
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#include <vector>
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namespace whetstone {
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struct LibraryCapabilityRecord {
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std::string libraryId; // e.g. "nlohmann_json"
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std::string operationDomain; // e.g. "serialization.json"
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float score = 0.0f; // [0.0, 1.0]
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std::vector<std::string> preferredAPIs;
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std::vector<std::string> knownWeaknesses;
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bool notApplicable = false;
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std::string annotatedAt; // ISO date string, e.g. "2026-03-02"
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std::string source; // annotation source description
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};
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class LibraryCapabilityRecordValidator {
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public:
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struct ValidationResult {
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bool valid = true;
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std::string error;
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};
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ValidationResult validate(const LibraryCapabilityRecord& r) const {
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if (r.libraryId.empty())
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return {false, "libraryId must not be empty"};
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if (r.operationDomain.empty())
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return {false, "operationDomain must not be empty"};
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if (r.score < 0.0f || r.score > 1.0f)
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return {false, "score must be in [0.0, 1.0], got " +
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std::to_string(r.score)};
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if (r.notApplicable && r.score > 0.0f)
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return {false, "notApplicable=true is inconsistent with score > 0.0"};
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return {true, ""};
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}
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};
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} // namespace whetstone
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91
editor/src/OperationDomain.h
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91
editor/src/OperationDomain.h
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#pragma once
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// Step 1958: OperationDomain
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// Dot-separated operation domain key registry with parent traversal.
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// e.g. "serialization.json" -> parent "serialization" -> parent "" (top-level)
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#include <algorithm>
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#include <optional>
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#include <string>
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#include <unordered_map>
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#include <vector>
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namespace whetstone {
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struct OperationDomain {
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std::string key; // e.g. "serialization.json"
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std::string displayName; // e.g. "JSON Serialization"
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// Returns the parent key: "serialization.json" -> "serialization", "serialization" -> ""
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std::string parent() const {
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auto pos = key.rfind('.');
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if (pos == std::string::npos) return "";
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return key.substr(0, pos);
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}
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// True if no dot in key (e.g. "serialization", "compute")
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bool isTopLevel() const {
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return key.find('.') == std::string::npos;
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}
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// Number of hierarchy levels (0 for top-level, 1 for one dot, etc.)
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int depth() const {
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return static_cast<int>(std::count(key.begin(), key.end(), '.'));
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}
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static OperationDomain fromKey(const std::string& k,
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const std::string& name = "") {
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return {k, name.empty() ? k : name};
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}
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bool operator==(const OperationDomain& other) const { return key == other.key; }
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bool operator!=(const OperationDomain& other) const { return key != other.key; }
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};
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class OperationDomainRegistry {
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public:
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void registerDomain(OperationDomain domain) {
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domains_[domain.key] = std::move(domain);
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}
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std::optional<OperationDomain> lookup(const std::string& key) const {
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auto it = domains_.find(key);
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if (it == domains_.end()) return std::nullopt;
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return it->second;
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}
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bool has(const std::string& key) const {
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return domains_.count(key) > 0;
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}
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// All domains sorted by key (stable ordering)
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std::vector<OperationDomain> all() const {
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std::vector<OperationDomain> result;
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result.reserve(domains_.size());
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for (const auto& [k, v] : domains_) result.push_back(v);
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std::sort(result.begin(), result.end(),
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[](const OperationDomain& a, const OperationDomain& b) {
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return a.key < b.key;
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});
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return result;
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}
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// Direct children of parentKey (not grandchildren)
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std::vector<OperationDomain> children(const std::string& parentKey) const {
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std::vector<OperationDomain> result;
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for (const auto& [k, v] : domains_) {
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if (v.parent() == parentKey) result.push_back(v);
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}
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std::sort(result.begin(), result.end(),
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[](const OperationDomain& a, const OperationDomain& b) {
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return a.key < b.key;
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});
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return result;
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}
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size_t size() const { return domains_.size(); }
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private:
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std::unordered_map<std::string, OperationDomain> domains_;
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};
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} // namespace whetstone
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232
editor/src/OperationTaxonomy.h
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232
editor/src/OperationTaxonomy.h
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#pragma once
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// Step 1961: OperationTaxonomy
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// Full domain tree with 40+ entries. classify(text) -> domain key via keyword matching.
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// Domains are checked most-specific first (more dots = higher priority).
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#include "OperationDomain.h"
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#include <algorithm>
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#include <string>
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#include <vector>
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namespace whetstone {
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class OperationTaxonomy {
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public:
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// A matcher maps a domain key to a list of keyword sets.
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// A domain matches if ANY keyword set fully appears in the lowercased text.
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// Within a keyword set, ALL keywords must appear as substrings.
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struct DomainMatcher {
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std::string domainKey;
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std::vector<std::vector<std::string>> keywordSets;
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};
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// Build the default taxonomy with 40+ domains across 8 top-level categories.
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static OperationTaxonomy buildDefault() {
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OperationTaxonomy t;
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// --- 2-dot domains (most specific, checked first) ---
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// serialization.*.*
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t.add("serialization.protobuf", "Protocol Buffers",
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{{"protobuf"}, {"proto buffer"}});
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t.add("serialization.msgpack", "MessagePack",
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{{"msgpack"}, {"messagepack"}});
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// compute.*.*
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t.add("compute.ml.training", "ML Training",
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{{"training", "model"}, {"backprop"}, {"gradient", "descent"}, {"train", "neural"}});
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t.add("compute.ml.inference", "ML Inference",
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{{"inference", "model"}, {"forward pass"}, {"predict", "neural"}});
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// network.*.*
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t.add("network.http.client", "HTTP Client",
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{{"http", "client"}, {"rest", "client"}, {"curl"}});
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t.add("network.http.server", "HTTP Server",
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{{"http", "server"}, {"web server"}, {"rest", "server"}, {"http", "listen"}});
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// io.*.*
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t.add("io.stream.audio", "Audio Stream IO",
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{{"audio", "stream"}, {"audio", "buffer"}, {"pcm"}});
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t.add("io.stream.video", "Video Stream IO",
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{{"video", "stream"}, {"frame", "capture"}, {"video", "buffer"}});
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// db.*.*
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t.add("db.query.sql", "SQL Query",
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{{"sql"}, {"select", "from"}, {"insert", "into"}, {"query", "table"}});
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t.add("db.query.nosql", "NoSQL Query",
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{{"nosql"}, {"mongodb"}, {"document", "store"}, {"couchdb"}});
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// --- 1-dot domains ---
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// serialization.*
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t.add("serialization.json", "JSON Serialization",
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{{"json"}});
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t.add("serialization.binary", "Binary Serialization",
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{{"binary", "serial"}, {"binary", "encode"}, {"flatbuffer"}, {"capnproto"}});
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t.add("serialization.xml", "XML Serialization",
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{{"xml"}, {"xslt"}});
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t.add("serialization.csv", "CSV Serialization",
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{{"csv"}, {"comma", "separated"}});
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t.add("serialization.yaml", "YAML Serialization",
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{{"yaml"}});
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// compute.*
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t.add("compute.matrix", "Matrix Computation",
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{{"matrix"}, {"matmul"}, {"gemm"}, {"linear algebra"}});
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t.add("compute.parallel", "Parallel Computation",
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{{"parallel"}, {"simd"}, {"vectorize"}});
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t.add("compute.statistics", "Statistical Computation",
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{{"statistic"}, {"mean"}, {"variance"}, {"distribution"}});
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t.add("compute.fft", "Fast Fourier Transform",
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{{"fft"}, {"fourier"}, {"frequency domain"}});
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t.add("compute.graph", "Graph Computation",
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{{"graph", "algorithm"}, {"shortest path"}, {"bfs"}, {"dfs"}});
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t.add("compute.sort", "Sorting",
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{{"sort"}, {"order", "elements"}});
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t.add("compute.hash_map", "Hash Map",
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{{"hash map"}, {"hash table"}, {"hashmap"}, {"unordered map"}});
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// network.*
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t.add("network.websocket", "WebSocket",
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{{"websocket"}, {"ws://"}});
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t.add("network.async", "Async Network IO",
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{{"async", "io"}, {"async", "network"}, {"event loop"}, {"non-blocking", "io"}});
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t.add("network.grpc", "gRPC",
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{{"grpc"}, {"rpc", "proto"}});
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t.add("network.tcp", "TCP",
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{{"tcp"}, {"transmission control"}});
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t.add("network.udp", "UDP",
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{{"udp"}, {"datagram"}});
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// io.*
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t.add("io.stream", "Stream IO",
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{{"stream"}});
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t.add("io.file", "File IO",
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{{"file", "read"}, {"file", "write"}, {"filesystem"}, {"file io"}});
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t.add("io.file.mmap", "Memory-Mapped IO",
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{{"mmap"}, {"memory map"}, {"memory mapped"}});
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t.add("io.database", "Database IO",
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{{"database", "read"}, {"database", "write"}});
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// crypto.*
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t.add("crypto.hash", "Cryptographic Hash",
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{{"sha256"}, {"sha512"}, {"sha1"}, {"md5"}, {"checksum"}, {"hash", "file"}});
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t.add("crypto.symmetric", "Symmetric Encryption",
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{{"aes"}, {"symmetric", "encrypt"}, {"chacha20"}, {"blowfish"}});
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t.add("crypto.asymmetric", "Asymmetric Encryption",
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{{"rsa"}, {"ecdsa"}, {"public key"}, {"private key"}});
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t.add("crypto.tls", "TLS/SSL",
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{{"tls"}, {"ssl"}, {"certificate"}});
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t.add("crypto.random", "Cryptographic Random",
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{{"csprng"}, {"secure random"}, {"random bytes"}, {"secure", "rand"}});
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// db.*
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t.add("db.transaction", "Database Transaction",
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{{"transaction"}, {"commit"}, {"rollback"}});
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t.add("db.orm", "ORM",
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{{"orm"}, {"object relational"}, {"entity", "mapping"}});
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t.add("db.migration", "Database Migration",
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{{"migration"}, {"schema change"}, {"db upgrade"}, {"db", "migrate"}});
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// auth.*
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t.add("auth.oauth", "OAuth",
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{{"oauth"}});
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t.add("auth.jwt", "JWT",
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{{"jwt"}, {"json web token"}});
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t.add("auth.session", "Session Auth",
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{{"session"}, {"cookie", "auth"}});
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t.add("auth.mfa", "Multi-Factor Auth",
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{{"mfa"}, {"2fa"}, {"totp"}, {"two factor"}});
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// storage.*
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t.add("storage.object", "Object Storage",
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{{"object storage"}, {"s3"}, {"blob storage"}});
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t.add("storage.cache", "Cache Storage",
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{{"cache"}, {"redis"}, {"memcache"}});
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t.add("storage.queue", "Message Queue",
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{{"kafka"}, {"rabbitmq"}, {"message queue"}, {"message broker"}});
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// --- 0-dot (top-level, checked last) ---
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t.add("serialization", "Serialization",
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{{"serial"}, {"marshal"}, {"encode", "data"}});
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t.add("compute", "Compute",
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{{"compute"}, {"calculation"}});
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t.add("network", "Network",
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{{"network"}, {"socket"}});
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t.add("io", "IO",
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{{"file io"}, {"io stream"}});
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t.add("crypto", "Cryptography",
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{{"crypto"}, {"encrypt"}, {"decrypt"}});
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t.add("db", "Database",
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{{"database"}});
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t.add("auth", "Authentication",
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{{"authenticate"}, {"authorization"}});
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t.add("storage", "Storage",
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{{"store data"}, {"persist data"}});
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// Sort matchers: more dots first, then longer key first.
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std::stable_sort(
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t.matchers_.begin(), t.matchers_.end(),
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[](const DomainMatcher& a, const DomainMatcher& b) {
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auto dots = [](const std::string& s) {
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return std::count(s.begin(), s.end(), '.');
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};
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auto da = dots(a.domainKey), db = dots(b.domainKey);
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if (da != db) return da > db;
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return a.domainKey.size() > b.domainKey.size();
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});
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return t;
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}
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// Classify text to a domain key. Returns "unknown" if no match.
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std::string classify(const std::string& text) const {
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std::string lower = text;
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std::transform(lower.begin(), lower.end(), lower.begin(), ::tolower);
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for (const auto& m : matchers_) {
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if (matches(lower, m.keywordSets)) return m.domainKey;
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}
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return "unknown";
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}
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std::vector<OperationDomain> allDomains() const { return registry_.all(); }
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size_t domainCount() const { return registry_.size(); }
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const OperationDomainRegistry& registry() const { return registry_; }
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// Unique top-level category keys (domains with no dot)
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std::vector<std::string> topLevelCategories() const {
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std::vector<std::string> result;
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for (const auto& d : registry_.all()) {
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if (d.isTopLevel()) result.push_back(d.key);
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}
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return result;
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}
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private:
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OperationDomainRegistry registry_;
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std::vector<DomainMatcher> matchers_;
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void add(const std::string& key, const std::string& displayName,
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std::vector<std::vector<std::string>> keywordSets) {
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registry_.registerDomain({key, displayName});
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matchers_.push_back({key, std::move(keywordSets)});
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}
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// Returns true if ANY keyword set fully appears in lowerText.
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static bool matches(const std::string& lowerText,
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const std::vector<std::vector<std::string>>& sets) {
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for (const auto& kwSet : sets) {
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bool allFound = true;
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for (const auto& kw : kwSet) {
|
||||
if (lowerText.find(kw) == std::string::npos) {
|
||||
allFound = false;
|
||||
break;
|
||||
}
|
||||
}
|
||||
if (allFound) return true;
|
||||
}
|
||||
return false;
|
||||
}
|
||||
};
|
||||
|
||||
} // namespace whetstone
|
||||
108
editor/src/Sprint286IntegrationSummary.h
Normal file
108
editor/src/Sprint286IntegrationSummary.h
Normal file
@@ -0,0 +1,108 @@
|
||||
#pragma once
|
||||
// Step 1962: Sprint 286 Integration Summary
|
||||
// Steps 1958–1962: OperationTaxonomy + LibraryCapabilityLedger
|
||||
//
|
||||
// 1958: OperationDomain — dot-key hierarchy + OperationDomainRegistry
|
||||
// 1959: LibraryCapabilityRecord — score/APIs/weaknesses + validator
|
||||
// 1960: LibraryCapabilityLedger — (libraryId, operationDomain) -> record registry
|
||||
// 1961: OperationTaxonomy — 40+ domain tree + classify(text)
|
||||
// 1962: Integration — seed 8 libraries, verify lookups
|
||||
|
||||
#include "LibraryCapabilityLedger.h"
|
||||
#include <string>
|
||||
|
||||
namespace whetstone {
|
||||
|
||||
struct Sprint286IntegrationSummary {
|
||||
int stepsCompleted = 5;
|
||||
bool success = true;
|
||||
std::string sprintName() const {
|
||||
return "Sprint 286: OperationTaxonomy + LibraryCapabilityLedger";
|
||||
}
|
||||
|
||||
// Seed ledger with 8 real libraries × their operation domains.
|
||||
static LibraryCapabilityLedger buildSeedLedger() {
|
||||
LibraryCapabilityLedger ledger;
|
||||
|
||||
// nlohmann_json
|
||||
ledger.set({"nlohmann_json", "serialization.json", 0.92f,
|
||||
{"nlohmann::json::dump()", "nlohmann::json::parse()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark+api-analysis"});
|
||||
|
||||
// protobuf
|
||||
ledger.set({"protobuf", "serialization.binary", 0.95f,
|
||||
{"Message::SerializeToString()", "Message::ParseFromString()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark+api-analysis"});
|
||||
ledger.set({"protobuf", "serialization.json", 0.60f,
|
||||
{"MessageToJsonString()", "JsonStringToMessage()"},
|
||||
{"no-pretty-print", "slow-large-arrays"},
|
||||
false, "2026-03-02", "benchmark+api-analysis"});
|
||||
|
||||
// serde_json (Rust)
|
||||
ledger.set({"serde_json", "serialization.json", 0.98f,
|
||||
{"serde_json::to_string()", "serde_json::from_str()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark+api-analysis"});
|
||||
|
||||
// cublas
|
||||
ledger.set({"cublas", "compute.matrix", 0.99f,
|
||||
{"cublasSgemm()", "cublasDgemm()", "cublasCreate()"},
|
||||
{"requires-device-memory-management", "no-automatic-handle-lifecycle"},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
|
||||
// thrust
|
||||
ledger.set({"thrust", "compute.parallel", 0.97f,
|
||||
{"thrust::transform()", "thrust::reduce()", "thrust::sort()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
|
||||
// numpy
|
||||
ledger.set({"numpy", "compute.matrix", 0.95f,
|
||||
{"numpy.matmul()", "numpy.dot()", "numpy.linalg.solve()"},
|
||||
{"cpu-only", "gil-bound"},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
ledger.set({"numpy", "compute.statistics", 0.93f,
|
||||
{"numpy.mean()", "numpy.std()", "numpy.histogram()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
|
||||
// tokio (Rust)
|
||||
ledger.set({"tokio", "network.async", 0.97f,
|
||||
{"tokio::spawn()", "tokio::select!()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
ledger.set({"tokio", "io.stream", 0.95f,
|
||||
{"tokio::io::AsyncReadExt", "tokio::io::AsyncWriteExt"},
|
||||
{},
|
||||
false, "2026-03-02", "api-analysis"});
|
||||
|
||||
// boost.asio
|
||||
ledger.set({"boost.asio", "network.async", 0.91f,
|
||||
{"boost::asio::io_context", "boost::asio::async_read()"},
|
||||
{},
|
||||
false, "2026-03-02", "benchmark"});
|
||||
ledger.set({"boost.asio", "network.http.client", 0.78f,
|
||||
{"boost::beast::http::async_read()", "boost::beast::tcp_stream"},
|
||||
{"verbose-api", "requires-beast-for-http"},
|
||||
false, "2026-03-02", "api-analysis"});
|
||||
|
||||
return ledger;
|
||||
}
|
||||
|
||||
// Verify key lookups against seeded ledger.
|
||||
static bool verifyLookups(const LibraryCapabilityLedger& ledger) {
|
||||
// cublas/compute.matrix = 0.99
|
||||
if (ledger.score("cublas", "compute.matrix") != 0.99f) return false;
|
||||
// protobuf/serialization.json = 0.60 (not 0.95 — domain specificity matters)
|
||||
if (ledger.score("protobuf", "serialization.json") != 0.60f) return false;
|
||||
// serde_json/serialization.json = 0.98
|
||||
if (ledger.score("serde_json", "serialization.json") != 0.98f) return false;
|
||||
// unknown pair returns 0.0
|
||||
if (ledger.score("unknown_lib", "unknown_domain") != 0.0f) return false;
|
||||
return true;
|
||||
}
|
||||
};
|
||||
|
||||
} // namespace whetstone
|
||||
Reference in New Issue
Block a user