Upload JSON logs to parse, analyze, and view interactive charts, statistics, and searchable data tables. Free API log parser and viewer tool. Mar 27, 2025 · Monitoring and API logging, facilitated by various API monitoring tools, is no longer a nice-to-have Tagged with api, monitoring, tooling, developers. Feb 28, 2025 · It contains only service logs and the most relevant metrics for the first 100 runs. This is done by registering a . Yellow. Get access to our comprehensive business and technology dataset with 966 optimized in-depth API logs questions. Both platforms still require human Examples Basic search To retrieve all log events within a specific time period, use the following Search Syntax to complete the API call. A Synthetic Server Logs Dataset based on Apache Server Logs Format Blueprints A dataset can be assigned a blueprint. com This dataset consists of surface underway measurements collected from the M/V Seaspan Royal as it transited the coastal waters of British Columbia, Canada from The Logs Ingestion API in Azure Monitor lets you send data to a Log Analytics workspace using either a REST API call or client libraries. register_blueprint(). Use the /environment filter in the search field to filter only the probes logs. ai lets you download API logs of the past 15 days from the current date. Supporting components configured using Resource Manager templates. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. These log datasets are freely available for research or academic work. Tutorial on how sending data to a Log Analytics workspace in Azure Monitor using the Logs ingestion API. Jul 25, 2025 · The datasets below describe the fields available by log category: The dataset-api-server container keeps track of different kinds of logs: The access logs of the OData APIs. The above license notice shall be included in all copies of the datasets. Supporting components configured using the Azure portal. CloudWatch log formats for API Gateway There are two types of API logging in CloudWatch: execution logging and access logging. Sep 1, 2021 · and cite the loghub paper (Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics) where applicable. Jul 25, 2025 · The datasets below describe the fields available by log category: The list of fields can also be accessed directly from the API using the following endpoints: The <DATASET> argument indicates the log category. Sep 24, 2025 · Explore API logging, its benefits for visibility and debugging, and what to collect without creating security or compliance risks. The process includes creating log groups and log streams, and reporting to the log streams any caller's requests and responses. . API call: Nov 5, 2025 · Oracle Log Analytics enables you to set up continuous REST API based log collection from endpoint URLs that respond with log messages. You can adjust the logging settings for all APIs or override them for individual APIs. For more information, see Set up CloudWatch logging for REST APIs in API Gateway. The REST API log source must be configured with an API which responds with the log messages generated within the time frame specified in the request. LOG1. For such metrics, you're going to want to subclass the Metric class, which can maintain a state across batches. The number (1 or 2) of the log to which data was last written is recorded in a record of BCM-Web-API-log-dataset-prefix. Aug 9, 2024 · Discover the 7 best practices for API log analysis to improve performance, enhance user experience, solve integration problems, and maintain security. azure. ChatGPT Enterprise: Workspace policies, role-based controls, domain restrictions, and logging are available; ensure alignment with your DLP/eDiscovery program via integrations or API exports. Inspect API request and response details alongside correlated application logs, all in one place. We provide a dataset that supports research on anomaly detection and architectural degradation in microservice systems. Microsoft Power BI Overview# The Microsoft Power BI API allows you to interact with your Power BI assets programmatically. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Aim. Flexible Data Ingestion. A free test data generator and API mocking tool - Mockaroo lets you create custom CSV, JSON, SQL, and Excel datasets to test and demo your software. rbl blueprint file typically stored in object storage to the dataset. 1 day ago · Copilot: Native alignment with Purview DLP, sensitivity labels, information barriers, retention, and audit logs. Discover the importance of API logging and how EventLogCentral simplifies the process. NET applications. Oct 31, 2025 · Google AI Studio introduces exportable logs and datasets to help developers debug, monitor, and improve AI models with better transparency and data control. Oct 28, 2025 · Create a Log Analytics workspace - Training Learn to create a Log Analytics workspace within the Azure portal, enabling robust data collection and analysis for Microsoft Defender for Cloud to enhance your security posture. New log data is written to the log corresponding to that number. Learn how to automate monitoring tasks with an API, enabling faster incident response and streamlined log management. Downloading API logs is important for maintaining, optimizing, and troubleshooting applications. Oct 22, 2025 · Learn how the logging provider API is used in . The probes that helps Docker tell if the container is really up and running. Apr 16, 2025 · 背景与挑战 背景概述 LO2: Microservice API Anomaly Dataset of Logs and Metrics是由Alexander Bakhtin、Jesse Nyyssölä等研究人员于2025年提出的一个多模态微服务系统监控数据集。 该数据集基于生产级开源微服务系统Light-OAuth2构建，旨在支持微服务架构中的异常检测和架构退化研究。 Learn how to use API logs to analyze or debug API requests. For example, http_requests, spectrum_events, firewall_events, nel_reports, or dns_logs. Let's say that you want to compute AUC over a given evaluation dataset: the average of the per-batch AUC values isn't the same as the AUC over the entire dataset. query indicates the search query that must be executed. Use the /apis filter in the search field to filter only the access logs. If the log control dataset has no record, log data is written from the beginning of BCM-Web-API-log-dataset-prefix. Some of the logs are production data released from previous studies, while some others are collected from real systems in our lab environment. Loghub maintains a collection of system logs, which are freely accessible for AI-driven log analytics research. Learn to debug, monitor, and secure your APIs effortlessly. Method. Jul 9, 2025 · Learn how to use metrics, alerts, activity logs, and resource logs to monitor your APIs in Azure API Management. You will see a selection of API-specific tabs under the name of the Data API. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Apr 16, 2025 · We generate a comprehensive dataset of logs, metrics, and traces from a production microservice system to enable the exploration of multi-modal fusion methods that integrate multiple data modalities. Dec 31, 2025 · Re-run logs with the Gemini Batch API: Use datasets for response sampling and evaluation of models or application logic by re-running logs via the Gemini Batch API. Amazon CloudWatch Logs To help debug issues related to request execution or client access to your API, you can enable CloudWatch Logs to log API calls. Dec 31, 2025 · In this guide you'll learn how to view logs from an existing or new application in the Google AI Studio dashboard to better understand model behavior and how users may be interacting with your applications. We generate a comprehensive dataset of logs, metrics, and traces from a production microservice system to enable the exploration of multi-modal fusion methods that integrate multiple data modalities. Step 1: Navigate to the API Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. It's easy: Create the state variables in __init__ Microsoft is radically simplifying cloud dev and ops in first-of-its-kind Azure Preview portal at portal. In that case, the blueprint is applied to all segments of the dataset when visualized in the Rerun Viewer. Learn how to set clear logging goals, collect thorough log data, use a central log system, parse and filter logs efficiently, use advanced analytics and visuals, monitor and alert quickly, and keep data private and follow rules. For example adjust the sampling rate or the verbosity of the data or disable logging for some APIs. With this API, you can embed your reports and dashboards into applications, manage Power BI datasets, push data into datasets for real-time dashboard updates, and automate your reporting workflows. The API allows you to send data to supported Azure tables or to custom tables that you create. 🤗 We proudly announce that the loghub datasets have attained total by more than 450 organizations from both industry and academia. Nov 25, 2025 · Enable logging for LLM APIs in Azure API Management to track token usage, prompts, and completions for billing and auditing. In execution logging, API Gateway manages the CloudWatch Logs. from indicates the start time and to indicates the end time for the log data. Dec 16, 2021 · Learn how to authenticate and access the Azure Monitor Log Analytics API. You can also extend the schema of Azure tables with custom columns to accept additional data. LOG0 (the log control dataset). Amazon CloudWatch Alarms Using CloudWatch alarms, you watch a single metric over a time period that you specify. A dedicated API exists for this in the Catalog SDK: DatasetEntry. Extract logs for a specific Data API Steps 1 - Navigate to the Data API Open the Data API you wish to examine through the API Dashboard. Debug API issues faster with request logs.

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