mirror of
https://github.com/ciphervance/supercell-wx.git
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Refactoring AWS level 2 data provider, pushing up common functions
This commit is contained in:
Dan Paulat
parent
394aba2d83
commit
c5c54fbfa2
13 changed files with 512 additions and 439 deletions
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@ -1,14 +1,7 @@
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#include <scwx/provider/aws_level2_data_provider.hpp>
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#include <scwx/util/logger.hpp>
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#include <scwx/util/map.hpp>
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#include <scwx/util/time.hpp>
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#include <scwx/wsr88d/nexrad_file_factory.hpp>
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#include <shared_mutex>
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#include <aws/s3/S3Client.h>
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#include <aws/s3/model/GetObjectRequest.h>
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#include <aws/s3/model/ListObjectsV2Request.h>
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#include <fmt/chrono.h>
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#include <fmt/format.h>
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@ -24,63 +17,14 @@ static const auto logger_ = util::Logger::Create(logPrefix_);
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static const std::string kDefaultBucketName_ = "noaa-nexrad-level2";
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static const std::string kDefaultRegion_ = "us-east-1";
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// Keep at least today, yesterday, and one more date
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static const size_t kMinDatesBeforePruning_ = 4;
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static const size_t kMaxObjects_ = 2500;
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class AwsLevel2DataProviderImpl
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class AwsLevel2DataProvider::Impl
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{
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public:
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struct ObjectRecord
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{
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explicit ObjectRecord(
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const std::string& key,
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std::chrono::system_clock::time_point lastModified) :
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key_ {key}, lastModified_ {lastModified}
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{
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}
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~ObjectRecord() = default;
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explicit Impl(const std::string& radarSite) : radarSite_ {radarSite} {}
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std::string key_;
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std::chrono::system_clock::time_point lastModified_;
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};
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explicit AwsLevel2DataProviderImpl(const std::string& radarSite,
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const std::string& bucketName,
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const std::string& region) :
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radarSite_ {radarSite},
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bucketName_ {bucketName},
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region_ {region},
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client_ {nullptr},
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objects_ {},
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objectsMutex_ {},
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lastModified_ {},
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updatePeriod_ {}
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{
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Aws::Client::ClientConfiguration config;
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config.region = region_;
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client_ = std::make_unique<Aws::S3::S3Client>(config);
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}
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~AwsLevel2DataProviderImpl() {}
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void PruneObjects();
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void UpdateMetadata();
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void UpdateObjectDates(std::chrono::system_clock::time_point date);
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~Impl() {}
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std::string radarSite_;
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std::string bucketName_;
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std::string region_;
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std::unique_ptr<Aws::S3::S3Client> client_;
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std::map<std::chrono::system_clock::time_point, ObjectRecord> objects_;
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std::shared_mutex objectsMutex_;
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std::list<std::chrono::system_clock::time_point> objectDates_;
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std::chrono::system_clock::time_point lastModified_;
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std::chrono::seconds updatePeriod_;
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};
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AwsLevel2DataProvider::AwsLevel2DataProvider(const std::string& radarSite) :
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@ -90,8 +34,8 @@ AwsLevel2DataProvider::AwsLevel2DataProvider(const std::string& radarSite) :
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AwsLevel2DataProvider::AwsLevel2DataProvider(const std::string& radarSite,
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const std::string& bucketName,
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const std::string& region) :
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p(std::make_unique<AwsLevel2DataProviderImpl>(
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radarSite, bucketName, region))
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AwsNexradDataProvider(radarSite, bucketName, region),
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p(std::make_unique<Impl>(radarSite))
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{
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}
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AwsLevel2DataProvider::~AwsLevel2DataProvider() = default;
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@ -101,255 +45,10 @@ AwsLevel2DataProvider::AwsLevel2DataProvider(AwsLevel2DataProvider&&) noexcept =
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AwsLevel2DataProvider&
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AwsLevel2DataProvider::operator=(AwsLevel2DataProvider&&) noexcept = default;
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size_t AwsLevel2DataProvider::cache_size() const
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{
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return p->objects_.size();
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}
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std::chrono::seconds AwsLevel2DataProvider::update_period() const
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{
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return p->updatePeriod_;
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}
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std::chrono::system_clock::time_point
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AwsLevel2DataProvider::last_modified() const
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{
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return p->lastModified_;
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}
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std::string
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AwsLevel2DataProvider::FindKey(std::chrono::system_clock::time_point time)
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AwsLevel2DataProvider::GetPrefix(std::chrono::system_clock::time_point date)
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{
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logger_->debug("FindKey: {}", util::TimeString(time));
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std::string key {};
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std::shared_lock lock(p->objectsMutex_);
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auto element = util::GetBoundedElement(p->objects_, time);
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if (element.has_value())
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{
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key = element->key_;
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}
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return key;
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}
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std::string AwsLevel2DataProvider::FindLatestKey()
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{
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logger_->debug("FindLatestKey()");
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std::string key {};
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std::shared_lock lock(p->objectsMutex_);
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if (!p->objects_.empty())
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{
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key = p->objects_.crbegin()->second.key_;
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}
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return key;
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}
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std::pair<size_t, size_t>
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AwsLevel2DataProvider::ListObjects(std::chrono::system_clock::time_point date)
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{
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const std::string prefix =
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fmt::format("{0:%Y/%m/%d}/{1}/", fmt::gmtime(date), p->radarSite_);
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logger_->debug("ListObjects: {}", prefix);
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Aws::S3::Model::ListObjectsV2Request request;
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request.SetBucket(p->bucketName_);
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request.SetPrefix(prefix);
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auto outcome = p->client_->ListObjectsV2(request);
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size_t newObjects = 0;
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size_t totalObjects = 0;
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if (outcome.IsSuccess())
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{
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auto& objects = outcome.GetResult().GetContents();
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logger_->debug("Found {} objects", objects.size());
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// Store objects
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std::for_each( //
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objects.cbegin(),
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objects.cend(),
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[&](const Aws::S3::Model::Object& object)
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{
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std::string key = object.GetKey();
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if (!key.ends_with("_MDM"))
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{
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auto time = GetTimePointFromKey(key);
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std::chrono::seconds lastModifiedSeconds {
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object.GetLastModified().Seconds()};
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std::chrono::system_clock::time_point lastModified {
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lastModifiedSeconds};
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std::unique_lock lock(p->objectsMutex_);
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auto [it, inserted] = p->objects_.insert_or_assign(
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time,
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AwsLevel2DataProviderImpl::ObjectRecord {key, lastModified});
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if (inserted)
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{
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newObjects++;
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}
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totalObjects++;
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}
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});
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if (newObjects > 0)
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{
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p->UpdateObjectDates(date);
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p->PruneObjects();
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p->UpdateMetadata();
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}
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}
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else
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{
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logger_->warn("Could not list objects: {}",
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outcome.GetError().GetMessage());
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}
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return std::make_pair(newObjects, totalObjects);
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}
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std::shared_ptr<wsr88d::Ar2vFile>
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AwsLevel2DataProvider::LoadObjectByKey(const std::string& key)
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{
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std::shared_ptr<wsr88d::Ar2vFile> level2File = nullptr;
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Aws::S3::Model::GetObjectRequest request;
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request.SetBucket(p->bucketName_);
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request.SetKey(key);
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auto outcome = p->client_->GetObject(request);
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if (outcome.IsSuccess())
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{
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auto& body = outcome.GetResultWithOwnership().GetBody();
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std::shared_ptr<wsr88d::NexradFile> nexradFile =
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wsr88d::NexradFileFactory::Create(body);
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level2File = std::dynamic_pointer_cast<wsr88d::Ar2vFile>(nexradFile);
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}
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else
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{
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logger_->warn("Could not get object: {}",
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outcome.GetError().GetMessage());
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}
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return level2File;
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}
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size_t AwsLevel2DataProvider::Refresh()
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{
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using namespace std::chrono;
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logger_->debug("Refresh()");
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static std::mutex refreshMutex;
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static system_clock::time_point refreshDate {};
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auto today = floor<days>(system_clock::now());
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auto yesterday = today - days {1};
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std::unique_lock lock(refreshMutex);
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size_t totalNewObjects = 0;
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// If we haven't gotten any objects from today, first list objects for
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// yesterday, to ensure we haven't missed any objects near midnight
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if (refreshDate < today)
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{
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auto [newObjects, totalObjects] = ListObjects(yesterday);
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totalNewObjects = newObjects;
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if (totalObjects > 0)
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{
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refreshDate = yesterday;
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}
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}
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auto [newObjects, totalObjects] = ListObjects(today);
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totalNewObjects += newObjects;
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if (totalObjects > 0)
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{
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refreshDate = today;
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}
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return totalNewObjects;
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}
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void AwsLevel2DataProviderImpl::PruneObjects()
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{
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using namespace std::chrono;
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auto today = floor<days>(system_clock::now());
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auto yesterday = today - days {1};
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std::unique_lock lock(objectsMutex_);
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for (auto it = objectDates_.cbegin();
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it != objectDates_.cend() && objects_.size() > kMaxObjects_ &&
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objectDates_.size() >= kMinDatesBeforePruning_;)
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{
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if (*it < yesterday)
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{
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// Erase oldest keys from objects list
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auto eraseBegin = objects_.lower_bound(*it);
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auto eraseEnd = objects_.lower_bound(*it + days {1});
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objects_.erase(eraseBegin, eraseEnd);
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// Remove oldest date from object dates list
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it = objectDates_.erase(it);
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}
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else
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{
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++it;
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}
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}
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}
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void AwsLevel2DataProviderImpl::UpdateMetadata()
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{
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std::shared_lock lock(objectsMutex_);
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if (!objects_.empty())
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{
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lastModified_ = objects_.crbegin()->second.lastModified_;
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}
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if (objects_.size() >= 2)
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{
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auto it = objects_.crbegin();
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auto lastModified = it->second.lastModified_;
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auto prevModified = (++it)->second.lastModified_;
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auto delta = lastModified - prevModified;
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updatePeriod_ = std::chrono::duration_cast<std::chrono::seconds>(delta);
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}
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}
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void AwsLevel2DataProviderImpl::UpdateObjectDates(
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std::chrono::system_clock::time_point date)
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{
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auto day = std::chrono::floor<std::chrono::days>(date);
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std::unique_lock lock(objectsMutex_);
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// Remove any existing occurrences of day, and add to the back of the list
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objectDates_.remove(day);
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objectDates_.push_back(day);
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return fmt::format("{0:%Y/%m/%d}/{1}/", fmt::gmtime(date), p->radarSite_);
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}
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std::chrono::system_clock::time_point
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341
wxdata/source/scwx/provider/aws_nexrad_data_provider.cpp
Normal file
341
wxdata/source/scwx/provider/aws_nexrad_data_provider.cpp
Normal file
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@ -0,0 +1,341 @@
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#include <scwx/provider/aws_nexrad_data_provider.hpp>
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#include <scwx/util/logger.hpp>
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#include <scwx/util/map.hpp>
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#include <scwx/util/time.hpp>
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#include <scwx/wsr88d/nexrad_file_factory.hpp>
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#include <shared_mutex>
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#include <aws/s3/S3Client.h>
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#include <aws/s3/model/GetObjectRequest.h>
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#include <aws/s3/model/ListObjectsV2Request.h>
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namespace scwx
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{
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namespace provider
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{
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static const std::string logPrefix_ =
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"scwx::provider::aws_nexrad_data_provider";
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static const auto logger_ = util::Logger::Create(logPrefix_);
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// Keep at least today, yesterday, and one more date
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static const size_t kMinDatesBeforePruning_ = 4;
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static const size_t kMaxObjects_ = 2500;
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class AwsNexradDataProvider::Impl
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{
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public:
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struct ObjectRecord
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{
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explicit ObjectRecord(
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const std::string& key,
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std::chrono::system_clock::time_point lastModified) :
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key_ {key}, lastModified_ {lastModified}
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{
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}
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~ObjectRecord() = default;
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std::string key_;
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std::chrono::system_clock::time_point lastModified_;
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};
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explicit Impl(const std::string& radarSite,
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const std::string& bucketName,
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const std::string& region) :
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radarSite_ {radarSite},
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bucketName_ {bucketName},
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region_ {region},
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client_ {nullptr},
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objects_ {},
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objectsMutex_ {},
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lastModified_ {},
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updatePeriod_ {}
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{
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Aws::Client::ClientConfiguration config;
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config.region = region_;
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client_ = std::make_unique<Aws::S3::S3Client>(config);
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}
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~Impl() {}
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void PruneObjects();
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void UpdateMetadata();
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void UpdateObjectDates(std::chrono::system_clock::time_point date);
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std::string radarSite_;
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std::string bucketName_;
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std::string region_;
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std::unique_ptr<Aws::S3::S3Client> client_;
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std::map<std::chrono::system_clock::time_point, ObjectRecord> objects_;
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std::shared_mutex objectsMutex_;
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std::list<std::chrono::system_clock::time_point> objectDates_;
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std::chrono::system_clock::time_point lastModified_;
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std::chrono::seconds updatePeriod_;
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};
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AwsNexradDataProvider::AwsNexradDataProvider(const std::string& radarSite,
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const std::string& bucketName,
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const std::string& region) :
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p(std::make_unique<Impl>(radarSite, bucketName, region))
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{
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}
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AwsNexradDataProvider::~AwsNexradDataProvider() = default;
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AwsNexradDataProvider::AwsNexradDataProvider(AwsNexradDataProvider&&) noexcept =
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default;
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AwsNexradDataProvider&
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AwsNexradDataProvider::operator=(AwsNexradDataProvider&&) noexcept = default;
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size_t AwsNexradDataProvider::cache_size() const
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{
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return p->objects_.size();
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}
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std::chrono::seconds AwsNexradDataProvider::update_period() const
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{
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return p->updatePeriod_;
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}
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std::chrono::system_clock::time_point
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AwsNexradDataProvider::last_modified() const
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{
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return p->lastModified_;
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}
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std::string
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AwsNexradDataProvider::FindKey(std::chrono::system_clock::time_point time)
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{
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logger_->debug("FindKey: {}", util::TimeString(time));
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std::string key {};
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std::shared_lock lock(p->objectsMutex_);
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auto element = util::GetBoundedElement(p->objects_, time);
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if (element.has_value())
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{
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key = element->key_;
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}
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return key;
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}
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std::string AwsNexradDataProvider::FindLatestKey()
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{
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logger_->debug("FindLatestKey()");
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std::string key {};
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std::shared_lock lock(p->objectsMutex_);
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if (!p->objects_.empty())
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{
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key = p->objects_.crbegin()->second.key_;
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}
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return key;
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}
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std::pair<size_t, size_t>
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AwsNexradDataProvider::ListObjects(std::chrono::system_clock::time_point date)
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{
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const std::string prefix {GetPrefix(date)};
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logger_->debug("ListObjects: {}", prefix);
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Aws::S3::Model::ListObjectsV2Request request;
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request.SetBucket(p->bucketName_);
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request.SetPrefix(prefix);
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auto outcome = p->client_->ListObjectsV2(request);
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size_t newObjects = 0;
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size_t totalObjects = 0;
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if (outcome.IsSuccess())
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{
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auto& objects = outcome.GetResult().GetContents();
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logger_->debug("Found {} objects", objects.size());
|
||||
|
||||
// Store objects
|
||||
std::for_each( //
|
||||
objects.cbegin(),
|
||||
objects.cend(),
|
||||
[&](const Aws::S3::Model::Object& object)
|
||||
{
|
||||
std::string key = object.GetKey();
|
||||
|
||||
if (!key.ends_with("_MDM"))
|
||||
{
|
||||
auto time = GetTimePointByKey(key);
|
||||
|
||||
std::chrono::seconds lastModifiedSeconds {
|
||||
object.GetLastModified().Seconds()};
|
||||
std::chrono::system_clock::time_point lastModified {
|
||||
lastModifiedSeconds};
|
||||
|
||||
std::unique_lock lock(p->objectsMutex_);
|
||||
|
||||
auto [it, inserted] = p->objects_.insert_or_assign(
|
||||
time, Impl::ObjectRecord {key, lastModified});
|
||||
|
||||
if (inserted)
|
||||
{
|
||||
newObjects++;
|
||||
}
|
||||
|
||||
totalObjects++;
|
||||
}
|
||||
});
|
||||
|
||||
if (newObjects > 0)
|
||||
{
|
||||
p->UpdateObjectDates(date);
|
||||
p->PruneObjects();
|
||||
p->UpdateMetadata();
|
||||
}
|
||||
}
|
||||
else
|
||||
{
|
||||
logger_->warn("Could not list objects: {}",
|
||||
outcome.GetError().GetMessage());
|
||||
}
|
||||
|
||||
return std::make_pair(newObjects, totalObjects);
|
||||
}
|
||||
|
||||
std::shared_ptr<wsr88d::NexradFile>
|
||||
AwsNexradDataProvider::LoadObjectByKey(const std::string& key)
|
||||
{
|
||||
std::shared_ptr<wsr88d::NexradFile> nexradFile = nullptr;
|
||||
|
||||
Aws::S3::Model::GetObjectRequest request;
|
||||
request.SetBucket(p->bucketName_);
|
||||
request.SetKey(key);
|
||||
|
||||
auto outcome = p->client_->GetObject(request);
|
||||
|
||||
if (outcome.IsSuccess())
|
||||
{
|
||||
auto& body = outcome.GetResultWithOwnership().GetBody();
|
||||
|
||||
nexradFile = wsr88d::NexradFileFactory::Create(body);
|
||||
}
|
||||
else
|
||||
{
|
||||
logger_->warn("Could not get object: {}",
|
||||
outcome.GetError().GetMessage());
|
||||
}
|
||||
|
||||
return nexradFile;
|
||||
}
|
||||
|
||||
size_t AwsNexradDataProvider::Refresh()
|
||||
{
|
||||
using namespace std::chrono;
|
||||
|
||||
logger_->debug("Refresh()");
|
||||
|
||||
static std::mutex refreshMutex;
|
||||
static system_clock::time_point refreshDate {};
|
||||
|
||||
auto today = floor<days>(system_clock::now());
|
||||
auto yesterday = today - days {1};
|
||||
|
||||
std::unique_lock lock(refreshMutex);
|
||||
|
||||
size_t totalNewObjects = 0;
|
||||
|
||||
// If we haven't gotten any objects from today, first list objects for
|
||||
// yesterday, to ensure we haven't missed any objects near midnight
|
||||
if (refreshDate < today)
|
||||
{
|
||||
auto [newObjects, totalObjects] = ListObjects(yesterday);
|
||||
totalNewObjects = newObjects;
|
||||
if (totalObjects > 0)
|
||||
{
|
||||
refreshDate = yesterday;
|
||||
}
|
||||
}
|
||||
|
||||
auto [newObjects, totalObjects] = ListObjects(today);
|
||||
totalNewObjects += newObjects;
|
||||
if (totalObjects > 0)
|
||||
{
|
||||
refreshDate = today;
|
||||
}
|
||||
|
||||
return totalNewObjects;
|
||||
}
|
||||
|
||||
void AwsNexradDataProvider::Impl::PruneObjects()
|
||||
{
|
||||
using namespace std::chrono;
|
||||
|
||||
auto today = floor<days>(system_clock::now());
|
||||
auto yesterday = today - days {1};
|
||||
|
||||
std::unique_lock lock(objectsMutex_);
|
||||
|
||||
for (auto it = objectDates_.cbegin();
|
||||
it != objectDates_.cend() && objects_.size() > kMaxObjects_ &&
|
||||
objectDates_.size() >= kMinDatesBeforePruning_;)
|
||||
{
|
||||
if (*it < yesterday)
|
||||
{
|
||||
// Erase oldest keys from objects list
|
||||
auto eraseBegin = objects_.lower_bound(*it);
|
||||
auto eraseEnd = objects_.lower_bound(*it + days {1});
|
||||
objects_.erase(eraseBegin, eraseEnd);
|
||||
|
||||
// Remove oldest date from object dates list
|
||||
it = objectDates_.erase(it);
|
||||
}
|
||||
else
|
||||
{
|
||||
++it;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
void AwsNexradDataProvider::Impl::UpdateMetadata()
|
||||
{
|
||||
std::shared_lock lock(objectsMutex_);
|
||||
|
||||
if (!objects_.empty())
|
||||
{
|
||||
lastModified_ = objects_.crbegin()->second.lastModified_;
|
||||
}
|
||||
|
||||
if (objects_.size() >= 2)
|
||||
{
|
||||
auto it = objects_.crbegin();
|
||||
auto lastModified = it->second.lastModified_;
|
||||
auto prevModified = (++it)->second.lastModified_;
|
||||
auto delta = lastModified - prevModified;
|
||||
|
||||
updatePeriod_ = std::chrono::duration_cast<std::chrono::seconds>(delta);
|
||||
}
|
||||
}
|
||||
|
||||
void AwsNexradDataProvider::Impl::UpdateObjectDates(
|
||||
std::chrono::system_clock::time_point date)
|
||||
{
|
||||
auto day = std::chrono::floor<std::chrono::days>(date);
|
||||
|
||||
std::unique_lock lock(objectsMutex_);
|
||||
|
||||
// Remove any existing occurrences of day, and add to the back of the list
|
||||
objectDates_.remove(day);
|
||||
objectDates_.push_back(day);
|
||||
}
|
||||
|
||||
} // namespace provider
|
||||
} // namespace scwx
|
||||
|
|
@ -1,29 +0,0 @@
|
|||
#include <scwx/provider/level2_data_provider.hpp>
|
||||
|
||||
namespace scwx
|
||||
{
|
||||
namespace provider
|
||||
{
|
||||
|
||||
static const std::string logPrefix_ = "scwx::provider::level2_data_provider";
|
||||
|
||||
class Level2DataProviderImpl
|
||||
{
|
||||
public:
|
||||
explicit Level2DataProviderImpl() {}
|
||||
|
||||
~Level2DataProviderImpl() {}
|
||||
};
|
||||
|
||||
Level2DataProvider::Level2DataProvider() :
|
||||
p(std::make_unique<Level2DataProviderImpl>())
|
||||
{
|
||||
}
|
||||
Level2DataProvider::~Level2DataProvider() = default;
|
||||
|
||||
Level2DataProvider::Level2DataProvider(Level2DataProvider&&) noexcept = default;
|
||||
Level2DataProvider&
|
||||
Level2DataProvider::operator=(Level2DataProvider&&) noexcept = default;
|
||||
|
||||
} // namespace provider
|
||||
} // namespace scwx
|
||||
|
|
@ -1,28 +0,0 @@
|
|||
#include <scwx/wsr88d/rda/level2_message_factory.hpp>
|
||||
|
||||
#include <scwx/util/logger.hpp>
|
||||
#include <scwx/util/vectorbuf.hpp>
|
||||
#include <scwx/wsr88d/rda/clutter_filter_bypass_map.hpp>
|
||||
#include <scwx/wsr88d/rda/clutter_filter_map.hpp>
|
||||
#include <scwx/wsr88d/rda/digital_radar_data.hpp>
|
||||
#include <scwx/wsr88d/rda/performance_maintenance_data.hpp>
|
||||
#include <scwx/wsr88d/rda/rda_adaptation_data.hpp>
|
||||
#include <scwx/provider/level2_data_provider_factory.hpp>
|
||||
#include <scwx/provider/aws_level2_data_provider.hpp>
|
||||
|
||||
namespace scwx
|
||||
{
|
||||
namespace provider
|
||||
{
|
||||
|
||||
static const std::string logPrefix_ =
|
||||
"scwx::provider::level2_data_provider_factory";
|
||||
|
||||
std::shared_ptr<Level2DataProvider>
|
||||
Level2DataProviderFactory::Create(const std::string& radarSite)
|
||||
{
|
||||
return std::make_unique<AwsLevel2DataProvider>(radarSite);
|
||||
}
|
||||
|
||||
} // namespace provider
|
||||
} // namespace scwx
|
||||
26
wxdata/source/scwx/provider/nexrad_data_provider.cpp
Normal file
26
wxdata/source/scwx/provider/nexrad_data_provider.cpp
Normal file
|
|
@ -0,0 +1,26 @@
|
|||
#include <scwx/provider/nexrad_data_provider.hpp>
|
||||
|
||||
namespace scwx
|
||||
{
|
||||
namespace provider
|
||||
{
|
||||
|
||||
static const std::string logPrefix_ = "scwx::provider::nexrad_data_provider";
|
||||
|
||||
class NexradDataProvider::Impl
|
||||
{
|
||||
public:
|
||||
explicit Impl() {}
|
||||
|
||||
~Impl() {}
|
||||
};
|
||||
|
||||
NexradDataProvider::NexradDataProvider() : p(std::make_unique<Impl>()) {}
|
||||
NexradDataProvider::~NexradDataProvider() = default;
|
||||
|
||||
NexradDataProvider::NexradDataProvider(NexradDataProvider&&) noexcept = default;
|
||||
NexradDataProvider&
|
||||
NexradDataProvider::operator=(NexradDataProvider&&) noexcept = default;
|
||||
|
||||
} // namespace provider
|
||||
} // namespace scwx
|
||||
20
wxdata/source/scwx/provider/nexrad_data_provider_factory.cpp
Normal file
20
wxdata/source/scwx/provider/nexrad_data_provider_factory.cpp
Normal file
|
|
@ -0,0 +1,20 @@
|
|||
#include <scwx/provider/nexrad_data_provider_factory.hpp>
|
||||
#include <scwx/provider/aws_level2_data_provider.hpp>
|
||||
|
||||
namespace scwx
|
||||
{
|
||||
namespace provider
|
||||
{
|
||||
|
||||
static const std::string logPrefix_ =
|
||||
"scwx::provider::nexrad_data_provider_factory";
|
||||
|
||||
std::shared_ptr<NexradDataProvider>
|
||||
NexradDataProviderFactory::CreateLevel2DataProvider(
|
||||
const std::string& radarSite)
|
||||
{
|
||||
return std::make_unique<AwsLevel2DataProvider>(radarSite);
|
||||
}
|
||||
|
||||
} // namespace provider
|
||||
} // namespace scwx
|
||||
Loading…
Add table
Add a link
Reference in a new issue