ClickHouse/src/Common/SensitiveDataMasker.cpp
2020-05-31 00:57:37 +03:00

188 lines
5.4 KiB
C++

#include "SensitiveDataMasker.h"
#include <set>
#include <string>
#include <atomic>
#include <re2/re2.h>
#include <re2/stringpiece.h>
#include <Poco/Util/AbstractConfiguration.h>
#include <common/logger_useful.h>
#include <Common/Exception.h>
#include <Common/StringUtils/StringUtils.h>
#ifndef NDEBUG
# include <iostream>
#endif
namespace DB
{
namespace ErrorCodes
{
extern const int CANNOT_COMPILE_REGEXP;
extern const int LOGICAL_ERROR;
extern const int NO_ELEMENTS_IN_CONFIG;
extern const int INVALID_CONFIG_PARAMETER;
}
class SensitiveDataMasker::MaskingRule
{
private:
const std::string name;
const std::string replacement_string;
const std::string regexp_string;
const RE2 regexp;
const re2::StringPiece replacement;
#ifndef NDEBUG
mutable std::atomic<std::uint64_t> matches_count = 0;
#endif
public:
//* TODO: option with hyperscan? https://software.intel.com/en-us/articles/why-and-how-to-replace-pcre-with-hyperscan
// re2::set should also work quite fast, but it doesn't return the match position, only which regexp was matched
MaskingRule(const std::string & name_, const std::string & regexp_string_, const std::string & replacement_string_)
: name(name_)
, replacement_string(replacement_string_)
, regexp_string(regexp_string_)
, regexp(regexp_string, RE2::Quiet)
, replacement(replacement_string)
{
if (!regexp.ok())
throw DB::Exception(
"SensitiveDataMasker: cannot compile re2: " + regexp_string_ + ", error: " + regexp.error()
+ ". Look at https://github.com/google/re2/wiki/Syntax for reference.",
DB::ErrorCodes::CANNOT_COMPILE_REGEXP);
}
uint64_t apply(std::string & data) const
{
auto m = RE2::GlobalReplace(&data, regexp, replacement);
#ifndef NDEBUG
matches_count += m;
#endif
return m;
}
const std::string & getName() const { return name; }
const std::string & getReplacementString() const { return replacement_string; }
#ifndef NDEBUG
uint64_t getMatchesCount() const { return matches_count; }
#endif
};
SensitiveDataMasker::~SensitiveDataMasker() = default;
std::unique_ptr<SensitiveDataMasker> SensitiveDataMasker::sensitive_data_masker = nullptr;
void SensitiveDataMasker::setInstance(std::unique_ptr<SensitiveDataMasker> sensitive_data_masker_)
{
if (!sensitive_data_masker_)
throw Exception("Logical error: the 'sensitive_data_masker' is not set", ErrorCodes::LOGICAL_ERROR);
if (sensitive_data_masker_->rulesCount() > 0)
{
sensitive_data_masker = std::move(sensitive_data_masker_);
}
}
SensitiveDataMasker * SensitiveDataMasker::getInstance()
{
return sensitive_data_masker.get();
}
SensitiveDataMasker::SensitiveDataMasker(const Poco::Util::AbstractConfiguration & config, const std::string & config_prefix)
{
Poco::Util::AbstractConfiguration::Keys keys;
config.keys(config_prefix, keys);
Poco::Logger * logger = &Poco::Logger::get("SensitiveDataMaskerConfigRead");
std::set<std::string> used_names;
for (const auto & rule : keys)
{
if (startsWith(rule, "rule"))
{
auto rule_config_prefix = config_prefix + "." + rule;
auto rule_name = config.getString(rule_config_prefix + ".name", rule_config_prefix);
if (!used_names.insert(rule_name).second)
{
throw Exception(
"query_masking_rules configuration contains more than one rule named '" + rule_name + "'.",
ErrorCodes::INVALID_CONFIG_PARAMETER);
}
auto regexp = config.getString(rule_config_prefix + ".regexp", "");
if (regexp.empty())
{
throw Exception(
"query_masking_rules configuration, rule '" + rule_name + "' has no <regexp> node or <regexp> is empty.",
ErrorCodes::NO_ELEMENTS_IN_CONFIG);
}
auto replace = config.getString(rule_config_prefix + ".replace", "******");
try
{
addMaskingRule(rule_name, regexp, replace);
}
catch (DB::Exception & e)
{
e.addMessage("while adding query masking rule '" + rule_name + "'.");
throw;
}
}
else
{
LOG_WARNING(logger, "Unused param {}.{}", config_prefix, rule);
}
}
auto rules_count = rulesCount();
if (rules_count > 0)
LOG_INFO(logger, "{} query masking rules loaded.", rules_count);
}
void SensitiveDataMasker::addMaskingRule(
const std::string & name, const std::string & regexp_string, const std::string & replacement_string)
{
all_masking_rules.push_back(std::make_unique<MaskingRule>(name, regexp_string, replacement_string));
}
size_t SensitiveDataMasker::wipeSensitiveData(std::string & data) const
{
size_t matches = 0;
for (const auto & rule : all_masking_rules)
matches += rule->apply(data);
return matches;
}
#ifndef NDEBUG
void SensitiveDataMasker::printStats()
{
for (auto & rule : all_masking_rules)
{
std::cout << rule->getName() << " (replacement to " << rule->getReplacementString() << ") matched " << rule->getMatchesCount()
<< " times" << std::endl;
}
}
#endif
size_t SensitiveDataMasker::rulesCount() const
{
return all_masking_rules.size();
}
}