![]() ![]() ![]() Python scripts extracts the data daily using Strava API. Batch layer can also be called as Data lake, as we dump Huge Strava data every day in that database. combining real time as well as batch data requirements into one unit we used engine known as Lambda Architecture, introduced by Nathan Marz Īrchitecture consist of batch layer, that stores the historical data and speed layer which process the near real time data, and serving layer which can be required to build visuals. Our approach to design these data requirements i.e. We need near real-time data as well as historical data about weather conditions for particular segment. Weather data organizes all important weather indicators by city. Unlike relational database design, which gives emphasize on normalization we followed the normalization techniques for big databases such as Hadoop/Hive. We could not get personal data of individual athlete as we mostly worked on freely available information. Leaderboard: stores the leader by segment. Streams- Entity stores the geo spatial data of particular segment. Segment: This entity stores the meta information about particular segment. With that exercise we came to know about our entities and their relationships.Īctivity- This entity stands for the activities by athlete. We captured our uses cases and revised them multiple times using UML diagrams. Since the inception of project we were clear about use cases but just to make sure we are really designing our database that can cater any future analytics requirement, we used above procedure in our software design. Strava gives list of segments at particular place but it is quite cumbersome to search for segment with particular criteria. Due to his travel, he is in constant exploration mode for new places to run. He has started using strava to monitor his activities recently. Wherever he goes he makes sure his running shoes are with him. Kevin is consultant by profession but athlete by passion. We tried to find solution to such uses cases by integrating freely available strava and weather data. If it had snowed at some location yesterday it is quite possible that segment is not in ideal condition though current weather conditions are good. Leaderboard shows the time taken for completion but it does not display weather conditions especially wind direction, which affects the completion time. For a new user, it is impossible to search for interesting segment by categories such as activity type, distance or weather. With PathFinder we are trying to address complex use cases which are important and not addressed by current available functionalities. Riders compete with each other by climbing on segment leaderboard. Strava lets you experience what we call social fitness - connecting and competing with each other via mobile and online apps. Oh yes, they offer full Wi-Fi and streaming at no extra cost.Strava is a community of athletes from all over the world. I would recommend this park to anyone especially nice and close to Agassiz. It had snowed the day we came but the park staff were busy plowing the driveways and parking so we could drive out as soon as possible. They even left some coffee filters which was nice. They supply bedding, towels, kitchen dishes, pots, pans, coffee maker and toaster and fridge, stove, microwave. There were 2 ample sized rooms AND 2 full bathrooms which was a nice bonus. This time we booked their 2 bedroom cabin as our son joined us. ![]() They don’t have very much room for guest parking but they make that clear on their website. The Motorhome spaces have enough room to set up chairs and table and enough room to park your car. The park is new and modern, clean and well kept. We have stayed with our 40 ft Motorhome in the RV spots and twice we have booked into their cabins. We have stayed at Pathfinder Agassiz on at least 3 occasions in the past and all of them have been great. ![]()
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |