typesense/include/analytics_manager.h
Krunal Gandhi c7c24e6ab9
Analytics manager fixes (#1553)
* add tests for persisting events

* fix test by adding unique event name

* fix persistance with analytics events

* early return raft_server check

* increment populairty count instead of overwrite

* extract method serialize_as_docs

* move func definition from header to source
2024-02-15 16:51:08 +05:30

227 lines
6.9 KiB
C++

#pragma once
#include "query_analytics.h"
#include "option.h"
#include "raft_server.h"
#include <vector>
#include <string>
#include <unordered_map>
#include <shared_mutex>
#include "lru/lru.hpp"
struct event_type_collection {
std::string event_type;
std::string collection;
};
struct event_t {
std::string query;
std::string event_type;
uint64_t timestamp;
std::string user_id;
std::string doc_id;
std::string name;
std::vector<std::pair<std::string, std::string>> data;
event_t() = delete;
~event_t() = default;
event_t(const std::string& q, const std::string& type, uint64_t ts, const std::string& uid, const std::string& id,
const std::string& event_name, const std::vector<std::pair<std::string, std::string>> datavec) {
query = q;
event_type = type;
timestamp = ts;
user_id = uid;
doc_id = id;
name = event_name;
data = datavec;
}
event_t& operator=(event_t& other) {
if (this != &other) {
query = other.query;
event_type = other.event_type;
timestamp = other.timestamp;
user_id = other.user_id;
doc_id = other.doc_id;
name = other.name;
data = other.data;
return *this;
}
}
void to_json(nlohmann::json& obj) const {
obj["query"] = query;
obj["type"] = event_type;
obj["timestamp"] = timestamp;
obj["user_id"] = user_id;
obj["doc_id"] = doc_id;
obj["name"] = name;
if(event_type == "custom") {
for(const auto& kv : data) {
obj[kv.first] = kv.second;
}
}
}
};
struct counter_event_t {
std::string counter_field;
std::map<std::string, uint64_t> docid_counts;
std::map<std::string, uint16_t> event_weight_map;
void serialize_as_docs(std::string& docs);
};
struct event_cache_t {
uint64_t last_update_time;
uint64_t count;
bool operator == (const event_cache_t& res) const {
return last_update_time == res.last_update_time;
}
bool operator != (const event_cache_t& res) const {
return last_update_time != res.last_update_time;
}
};
class AnalyticsManager {
private:
mutable std::mutex mutex;
std::condition_variable cv;
std::atomic<bool> quit = false;
const size_t QUERY_COMPACTION_INTERVAL_S = 30;
struct suggestion_config_t {
std::string name;
std::string suggestion_collection;
std::vector<std::string> query_collections;
size_t limit;
std::string rule_type;
bool expand_query = false;
void to_json(nlohmann::json& obj) const {
obj["name"] = name;
obj["type"] = rule_type;
obj["params"] = nlohmann::json::object();
obj["params"]["limit"] = limit;
obj["params"]["source"]["collections"] = query_collections;
obj["params"]["destination"]["collection"] = suggestion_collection;
if(rule_type == POPULAR_QUERIES_TYPE) {
obj["params"]["expand_query"] = expand_query;
}
}
};
// config name => config
std::unordered_map<std::string, suggestion_config_t> suggestion_configs;
// query collection => suggestion collections
std::unordered_map<std::string, std::vector<std::string>> query_collection_mapping;
// suggestion collection => popular queries
std::unordered_map<std::string, QueryAnalytics*> popular_queries;
// suggestion collection => nohits queries
std::unordered_map<std::string, QueryAnalytics*> nohits_queries;
// collection => popular clicks
std::unordered_map<std::string, counter_event_t> counter_events;
//query collection => events
std::unordered_map<std::string, std::vector<event_t>> query_collection_events;
//event_name => collection
std::unordered_map<std::string, event_type_collection> event_collection_map;
// per_ip cache for rate limiting
LRU::Cache<std::string, event_cache_t> events_cache;
Store* store = nullptr;
std::ofstream analytics_logs;
bool isRateLimitEnabled = true;
AnalyticsManager() {}
~AnalyticsManager();
Option<bool> remove_index(const std::string& name);
Option<bool> create_index(nlohmann::json &payload,
bool upsert,
bool write_to_disk);
std::string get_sub_event_type(const std::string& event_type);
public:
static constexpr const char* ANALYTICS_RULE_PREFIX = "$AR";
static constexpr const char* POPULAR_QUERIES_TYPE = "popular_queries";
static constexpr const char* NOHITS_QUERIES_TYPE = "nohits_queries";
static constexpr const char* COUNTER_TYPE = "counter";
static constexpr const char* CLICKS_TYPE = "clicks";
static constexpr const char* CONVERSIONS_TYPE = "conversions";
static constexpr const char* VISITS_TYPE = "visits";
static constexpr const char* CUSTOM_EVENTS_TYPE = "custom_events";
static constexpr const char* CLICK_EVENT = "click";
static constexpr const char* CONVERSION_EVENT = "conversion";
static constexpr const char* VISIT_EVENT = "visit";
static constexpr const char* CUSTOM_EVENT = "custom";
static AnalyticsManager& get_instance() {
static AnalyticsManager instance;
return instance;
}
AnalyticsManager(AnalyticsManager const&) = delete;
void operator=(AnalyticsManager const&) = delete;
void init(Store* store, const std::string& analytics_dir="");
void run(ReplicationState* raft_server);
Option<nlohmann::json> list_rules();
Option<nlohmann::json> get_rule(const std::string& name);
Option<bool> create_rule(nlohmann::json& payload, bool upsert, bool write_to_disk);
Option<bool> remove_rule(const std::string& name);
Option<bool> remove_all_rules();
void add_suggestion(const std::string& query_collection,
const std::string& query, const std::string& expanded_query,
bool live_query, const std::string& user_id);
void stop();
void dispose();
void persist_query_events(ReplicationState *raft_server, uint64_t prev_persistence_s);
std::unordered_map<std::string, QueryAnalytics*> get_popular_queries();
Option<bool> add_event(const std::string& client_ip, const std::string& event_type,
const std::string& event_name, const nlohmann::json& event_data);
void persist_events();
void persist_popular_events(ReplicationState *raft_server, uint64_t prev_persistence_s);
std::unordered_map<std::string, counter_event_t> get_popular_clicks();
void add_nohits_query(const std::string& query_collection,
const std::string& query, bool live_query, const std::string& user_id);
std::unordered_map<std::string, QueryAnalytics*> get_nohits_queries();
void resetToggleRateLimit(bool toggle);
};