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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Denodo

    Score8 out of 10
    N/ADenodo is the eponymous data integration platform from the global company headquartered in Silicon Valley.N/A

    Google Cloud Dataflow

    Score9.1 out of 10
    N/AGoogle offers Cloud Dataflow, a managed streaming analytics platform for real-time data insights, fraud detection, and other purposes.N/A
    Pricing
    DenodoGoogle Cloud Dataflow
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    DenodoGoogle Cloud Dataflow
    Free Trial
    NoNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Features
    DenodoGoogle Cloud Dataflow
    Streaming Analytics
    Comparison of Streaming Analytics features of Denodo and Google Cloud Dataflow
    Feature
    Denodo
    -
    Ratings
    Google Cloud Dataflow
    7.3
    2 Ratings
    7% below category average
    Real-Time Data Analysis00 Ratings8.02 Ratings
    Visualization Dashboards00 Ratings5.01 Ratings
    Data Ingestion from Multiple Data Sources00 Ratings9.02 Ratings
    Low Latency00 Ratings9.02 Ratings
    Integrated Development Tools00 Ratings6.01 Ratings
    Data wrangling and preparation00 Ratings7.01 Ratings
    Linear Scale-Out00 Ratings8.02 Ratings
    Machine Learning Automation00 Ratings6.02 Ratings
    Data Enrichment00 Ratings8.02 Ratings
    Best Alternatives
    DenodoGoogle Cloud Dataflow
    Small Businesses
    No answers on this topic
    Amazon Kinesis
    Score9.9 out of 10
    Medium-sized Companies
    No answers on this topic
    No answers on this topic
    Enterprises
    No answers on this topic
    Spotfire Streaming
    Score5 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DenodoGoogle Cloud Dataflow
    Likelihood to Recommend
    8.8
    (6 ratings)
    9.0
    (2 ratings)
    Usability
    8.0
    (1 ratings)
    8.0
    (1 ratings)
    Performance
    8.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    DenodoGoogle Cloud Dataflow
    Likelihood to Recommend
    Denodo
    Denodo allows us to create and combine new views to create a
    virtual repository and APIs without a single line of code. It is excellent
    because it can present connectors with a view format for downstream consumers
    by flattening a JSON file. Reading or connecting to various sources and
    displaying a tabular view is an excellent feature. The product's technical data
    catalog is well-organized.
    Incentivized
    Read full review
    Google
    It is best in cases where you have batch as well as streaming data. Also in some cases where you have batch data right now and in future you will get streaming data. In those cases Dataflow is very good. Also in cases where most of your infra is on GCP. It might not be good when you already are on AWS or Azure. And also you want in-depth control over security and management. Then you can directly use Apache beam over Dataflow.
    Incentivized
    Read full review
    Pros
    Denodo
    • Database Agnostic: You can easily connect to different environments and mash up data sets.
    • The "magic" of data virtualization: No data is created, so data is reported in near-real-time to end users.
    • It's easy to use UI for developers. You just connect to a data source, create tables, and join them to other datasets.
    Incentivized
    Read full review
    Google
    • Streaming, Real time work load
    • Batch processing
    • Auto scaling
    • flexible pricing
    Read full review
    Cons
    Denodo
    • Caching - but I am sure it will be improved by now. There were times when we expected the cache to be refreshed but it was stale.
    • Schema generation of endpoints from API response was sometimes incomplete as not all API calls returned all the fields. Will be good to have an ability to load the schema itself (XSD/JSON/Soap XML etc).
    • Denodo exposed web services were in preliminary stage when we used; I'm sure it will be improved by now.
    • Export/Import deployment, while it was helpful, there were unexpected issues without any errors during deployment. Issues were only identified during testing. Some views were not created properly and did not work. If it was working in the environment from where it was exported from, it should work in the environment where it is imported.
    Incentivized
    Read full review
    Google
    • More templates for Bigquery and App Engine. There is only limited options for templates so the things we use can limit.
    • I would like native connectors for Excel (XLSX) to reduce the need for custom wrappers in financial pipelines.
    • Debugging Google Cloud Dataflow using only logs in Cloud Logging can be overwhelming sometimes, and it’s not always obvious which specific element in the flow caused a failure. IT uses a lot of time.
    Incentivized
    Read full review
    Usability
    Denodo
    Denodo is very easy to use. It has a user-friendly drag and drop interface. I'm not a fan of the java platform it resides on.
    Incentivized
    Read full review
    Google
    It really saved a lot of time and it's flexibility really can give you infra which is future-proof for most of the use cases may it be streaming or batch data. And with this you can avoid use of resource-heavy big data offerings.
    Incentivized
    Read full review
    Performance
    Denodo
    Denodo is a tool to rapidly mash data sources together and create meaningful datasets. It does have its downfalls though. When you create larger, more complex datasets, you will most likely need to cache your datasets, regardless of how proper your joins are set up. Since DV takes data from multiple environments, you are taxing the corporate network, so you need to be conscious of how much data you are sending through the network and truly understand how and when to join datasets due to this.
    Incentivized
    Read full review
    Google
    No answers on this topic
    Alternatives Considered
    Denodo
    Denodo is simple and easy to use. Highly recommended unless you have huge volumes of data
    Incentivized
    Read full review
    Google
    Google Cloud Dataproc Cloud Datafusion
    Read full review
    Return on Investment
    Denodo
    • It is a huge advantage that we can connect to many different databases to provide data rapidly and accurately.
    • It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues.
    Incentivized
    Read full review
    Google
    • cost saving from managing our own data center for ETL servers
    • consumption based pricing
    • with auto scaling feature, we were able to expand components to support work load
    Read full review
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