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Market Research Group

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stephen munyao
stephen munyao


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CloudWatch Logs enables you to centralize the logs from all of your systems, applications, and AWS services that you use, in a single, highly scalable service. You can then easily view them, search them for specific error codes or patterns, filter them based on specific fields, or archive them securely for future analysis. CloudWatch Logs enables you to see all of your logs, regardless of their source, as a single and consistent flow of events ordered by time, and you can query them and sort them based on other dimensions, group them by specific fields, create custom computations with a powerful query language, and visualize log data in dashboards.

Amazon Kinesis Data Streams is a web service you can use for rapid andcontinuous data intake and aggregation. The type of data used includes ITinfrastructure log data, application logs, social media, market data feeds, andweb clickstream data. Because the response time for the data intake andprocessing is in real time, processing is typically lightweight. For moreinformation, see What isAmazon Kinesis Data Streams in the Amazon Kinesis Data Streams Developer Guide.

The docker logs --timestamps command will add an RFC3339Nano timestamp, for example 2014-09-16T06:17:46.000000000Z, to eachlog entry. To ensure that the timestamps are aligned thenano-second part of the timestamp will be padded with zero when necessary.

The --since option shows only the container logs generated aftera given date. You can specify the date as an RFC 3339 date, a UNIXtimestamp, or a Go duration string (e.g. 1m30s, 3h). Besides RFC3339 dateformat you may also use RFC3339Nano, 2006-01-02T15:04:05,2006-01-02T15:04:05.999999999, 2006-01-02Z07:00, and 2006-01-02. The localtimezone on the client will be used if you do not provide either a Z or a+-00:00 timezone offset at the end of the timestamp. When providing Unixtimestamps enter seconds[.nanoseconds], where seconds is the number of secondsthat have elapsed since January 1, 1970 (midnight UTC/GMT), not counting leapseconds (aka Unix epoch or Unix time), and the optional .nanoseconds field is afraction of a second no more than nine digits long. You can combine the--since option with either or both of the --follow or --tail options.

A log is a timestamped text record, either structured (recommended) orunstructured, with metadata. While logs are an independent data source, they mayalso be attached to spans. In OpenTelemetry, any data that is not part of adistributed trace or a metric is a log. For example, events are a specifictype of log. Logs are often used to determine the root cause of an issue andtypically contain information about who changed what as well as the result ofthe change.

The logs panel visualization shows log lines from data sources that support logs, such as Elastic, Influx, and Loki. Typically you would use this panel next to a graph panel to display the log output of a related process.

The logs panel shows the result of queries that were entered in the Query tab. The results of multiple queries are merged and sorted by time. You can scroll inside the panel if the data source returns more lines than can be displayed at any one time.

Each log row has an extendable area with its labels and detected fields, for more robust interaction. Each field or label has a stats icon to display ad-hoc statistics in relation to all displayed logs.

By default, Slack will only receive logs at the critical level and above; however, you can adjust this in your config/logging.php configuration file by modifying the level configuration option within your Slack log channel's configuration array.

You may write information to the logs using the Log facade. As previously mentioned, the logger provides the eight logging levels defined in the RFC 5424 specification: emergency, alert, critical, error, warning, notice, info and debug:

While developers try to prevent logging sensitive information such as Social Security numbers, credit card details, email addres


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