data.gov VS apisix-ingress-controller

data.gov may have additional material regarding Federal parcels / properties.

I wouldn't have considered any of the four bullet points "open data". I would consider

https://data.gov/

Wikidata and many other things "open". It's my own (partially true) opinion that open data is downloadable as a data dump, anything involving an API is like breathing through a straw.

Does anyone know of a data source where I could gather laws passed/blocked and their sponsors? I tried the data.gov API for legislative info, but that source limits any data dump to 250 records, far from being enough to cover any given year.

This is all completely irrelevant. No office suite user gives a shit what the Library of Congress thinks about database formats, because spreadsheets are not databases, no matter how often you personally conflate the two.

Furthermore, the LoC's job is archiving. Your links have "preservation" in the url for a reason, and "preservation" is not what people do with spreadsheets. To strive for relevance, explore https://data.gov, where CSV is abundant, because it's in use by literally hundreds of state and federal agencies, often by people using spreadsheet software, and will continue to be so for years or decades to come, whether you understand why or not.

The US Government is known for its data.gov initiative, where it has standardized the APIs across all federal agencies. This initiative has led to better consistency, security, and interoperability, thereby enhancing the data and services' value. They are used the API management tool to enforce strict encryption and access control measures, providing secure access to the vast amount of public data hosted by federal agencies.

However, for my next coursework we should be using our own datasets which should be supervised learning in nature and they cannot be from Kaggle or UCI (we lose 30 points if we use any of these sources for our datasets. I have spent about a week to look for datasets and I am a bit confused and also unable to understand which dataset to use or what kind of use cases should I look at. I did explore data.gov but I kind of just freeze because I am unable to understand what use case I can create of the database. I can't use clustering problem because that would be unsupervised in nature.

My first thought were the GIS services and catalogues listed on the Maryland state website (https://doit.maryland.gov/support/Pages/GIS.aspx) USGS National Geologic Map database (https://ngmdb.usgs.gov/ngm-bin/ngm_compsearch.pl) and the more-general federal open data portal (https://data.gov/). I didn't find many promising results for "peat" on any of them, but you might have better luck.

Yes, I have opened data.gov many times but always find that most of the categories have no datasets and any dataset which is avilable have insufficient data. It's useless.

Government data: https://data.gov/

The U.S. Open Data catalog [1] has all the metadata and even some data as Linked Data, same with the European Open Data catalog [2]

[1]: https://data.gov/

This post shows how to implement it with Apache APISIX.

APISIX Ingress Controller is a tool focused on API management, offering high performance and flexible configuration options. If you require more complex routing rules, rate limiting, circuit breaking, and other advanced features, APISIX Ingress Controller may be a better choice. It provides a rich plugin system, allowing integration of plugins through APISIX Ingress CRD using declarative configuration to handle authentication, authorization, monitoring, logging, and other functionalities. This enriches the capabilities of APISIX Ingress Controller and simplifies configuration.

In this post, I'd like to describe how to fix some of them via the Apache APISIX API Gateway.

In the era of digitization, the availability and stability of services are crucial for the success of enterprises. As a key component of microservices architecture, the API gateway plays a significant role. APISIX, an open-source API gateway platform, ensures the continuity and stability of services through its health check mechanism.

Next February will mark the two-year milestone that I'm working for: API7.ai on Apache APISIX. I'm still very pleased about both. It allows me to do things I like a lot, such as writing posts and giving talks.

In early 2021, I started to work on the Apache APISIX project. I have to admit that I had never heard about it before. In this post, I'd like to introduce some Apache projects that are less well-known than HTTPD or Kafka.

Apache APISIX is an API Gateway, which builds upon the OpenResty reverse-proxy to offer a plugin-based architecture. The main benefit of such an architecture is that it brings structure to the configuration of routes. It's a help at scale, when managing hundreds or thousands of routes.

API resilience is about building robust APIs that can withstand a variety of challenges, ensuring that they continue to function effectively. API Gateways play a key role in this, acting as the entry point for external requests and managing the communication between different services by taking into account common API resilience patterns. One of the popular open-source API Gateways, Apache APISIX, provides a variety of features to enhance the resilience and robustness of APIs. In this article, we will explore 10 common API resilience design patterns and how they can be implemented using APISIX.