Grafana loki documentation download pdf When the release is a new major version (for example, after 2. Loki 2. 5 Feb Scaling and securing your logs with Grafana Loki V2. Get your metrics into Prometheus quickly Or, an alternative is to run the fluent-bit container using Docker Hub image:. The application can produce ~400k/5min logs. Loki for logs, Grafana for Sep 19, 2024 · v3. 3! Read on to learn about our navigation overhaul, support for four new languages, new panels and transformations, several often-requested auth improvements, usability improvements to Alerting, and more. Loki Improvement Document for index gateway sharding. Learn about loki. We’re using loki-distributed on our cluster with 3 shared nodes for monitoring stuff(4CPUs, 32GB ram), here is our current config. eventlogmessage: # Name from extracted data to parse, defaulting to the name # used by the windows_events scraper [source: <string> | default = message] # If previously extracted data exists for a key that occurs # in the Message, when true, the previous value will be # overwriten by the value in the Message. Some of the main areas with changes include: Deprecated storage options including the deprecation of the BoltDB store. mod. The most recent Grafana version is selected by default. In this Grafana Loki training course, you'll learn how to collect and display logs with Grafana Loki. The chunk is a container for log entries for a specific set of labels. 7. LogCLI getting started. If you are a GEL customer, the same functionality that’s in Loki 3. Alloy is a flexible, high performance, vendor-neutral distribution of the OpenTelemetry Collector. loki. 5 includes code we added to report anonymous usage statistics back to Grafana Labs, an issue was created to outline the intent, and what went into the final implementation can be seen here in the source. The static_labels stage would add the provided static labels into the label set. Grafana Loki dependencies. Double-click on grafana-agent-installer. A trace represents the whole journey of a request or an action as it moves through all the nodes of a distributed system, especially containerized applications or microservices architectures. Introduction to Grafana Alloy. The query command will output extra information about the query and its results, such as the API URL, set of common labels, and set of excluded labels. Note that Loki 3. Promtail serves HTTP pages for troubleshooting service discovery and targets. Nov 19, 2024 · One of the focuses of Loki 3. To scrape metrics from Loki, you can use Grafana Alloy or the OpenTelemetry Collector. If you have installed Loki using a Helm Chart, this documentation assumes that the Loki and Grafana instances are located on the same Kubernetes cluster. The next version can be determined by looking at the current version and incrementing it. Unlike in Grafana, you couldn’t scroll in the PDF table visualization or click on the page numbers. Each environment — whether it’s Learn more about viewing logs in our Logs panel documentation. 0 defaults to using the v13 schema. Loki logs sample in Explore. The operator is available in grafana/tempo-operator repository. Watch now → Open source Having a high number of Grafana Cloud data sources. Simplified exploration. 0. Nov 6, 2024 · Why I Wrote This Guide. Grafana Loki is a set of open source components that can be composed into a fully featured logging stack. go" | logfmt | duration > 10s and throughput_mb < 500 which will filter out log that contains the word metrics. 3 is also the first version of Loki released under the AGPLv3 license. This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Grafana Loki uses Semantic Versioning. Nov 5, 2024 · Currently we’re using Loki and Fluentbit to shipping logs from our third party application. Grafana Loki. The Go compiler itself. For more information, refer to Loki documentation. This ensures that we will only work on features that the maintainers and the community actually want, implemented in line with Loki’s engineering and scalability considerations. Community resources. Rendering configuration Learn about loki. For more information, refer to Legacy storage. Sharded streams are reported as if they were unsharded. Binary The query is composed of: a log stream selector {container="query-frontend",namespace="loki-dev"} which targets the query-frontend container in the loki-dev namespace. Intro-to-mltp provides a self-contained environment for learning about Mimir, Loki, Tempo, and Grafana. A LBAC rule is a logql query that runs as a query to the Loki instance for your logs. Overview. In Grafana Cloud, Query acceleration using Bloom filters is enabled as a public preview for select large-scale customers that are ingesting more that 75TB of logs a month Grafana Labs is excited to announce the release of Loki 2. In Loki and Grafana Enterprise Logs (GEL), Query acceleration using blooms is an experimental feature. Grafana Agent is installed into the default directory C:\Program Files\Grafana Agent. 4 focuses on two items: Making it easier to get your logs into Loki. The labels stage would turn that key-value pair into a label. The clients section allow you to target your loki instance, if you’re using GrafanaCloud simply replace <user id> and <api secret> with your credentials. There are two types of LogQL queries: Log queries return the contents of log lines. Start Alloy. LBAC for data sources lets Grafana administrators reduce the total number of data sources per instance from hundreds, to one. 2) this should not be done. Update the new period to use TSDB as the index type by setting store: tsdb. Watch now → Open source loki: schemaConfig: configs: - from: "2024-04-01" store: tsdb object_store: s3 schema: v13 index: prefix: loki_index_ period: 24h ingester: chunk_encoding: snappy querier: # Default is 4, if you have enough memory and CPU you can increase, reduce if OOMing max_concurrent: 4 pattern_ingester: enabled: true limits_config: allow_structured_metadata: true volume_enabled: true deploymentMode Grafana Operator Grafana Operator is a Kubernetes operator built to help you manage your Grafana instances and its resources from within Kubernetes. end: The end time for the query as a nanosecond Unix epoch Loki’s current ruler implementation is sufficient for small installations running relatively simple or inexpensive queries. Contribute to technical documentation provided by Grafana Labs. Update the Alloy config file to get your logs into Loki. Grafana Agent will reach an End-of-Life (EOL) on November 1, 2025. 4. 5 Feb Scaling and securing your logs with Grafana Loki Example Grafana Alloy and Agent configuration files to ship Kubernetes Pod logs to Loki. process. 9. 3, check out our Upgrade Guide. They will reach an End-of-Life (EOL) on November 1, 2025. There are examples below to help explain. Some parts of the Loki repo will remain Apache-2. Send a report via the API. Watch now → Open source 2. Loki 3. This sample configuration uses filesystem as the storage in both the periods. Reference for Helm Chart values. Copy the details of your Loki setup. Grafana Loki Docker dependencies, for example, the base images. Loki may use a larger time span than the one specified. This sample values. Welcome to Grafana 9. Grafana data source plugins enable you to query data sources including time series databases like Prometheus and CloudWatch, logging tools like Loki and Elasticsearch, NoSQL/SQL databases like Postgres, CI/CD tooling like GitHub, and many Loki Improvement Document for index gateway sharding. No SLA is provided. md. Click Copy to clipboard. Data format. 0 introduces a new per-tenant configuration flag tsdb_sharding_strategy which defaults to computing shards as in previous versions of Loki by using the index stats to come up with the closest power of two that would optimistically divide the data to process in shards of roughly the same size. You must set the new period from to a date in the future. Please be mindful that this is a community-driven support channel moderated by Grafana Labs staff where Loki maintainers and community members answer questions when bandwidth allows. Nov 21, 2024 · Loki 3. The max expected log line is 2MB within the compressed file. end: The end time for the query as a nanosecond Unix epoch or another supported format. The index is a table of contents of where to find logs for a specific set of labels. i. 60 min Scaling and securing your logs with Grafana Loki This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Features and enhancements. Queries act as if they are a distributed grep to aggregate log sources. Pros: Nothing to be done; Cons: Loki’s ruler will remain unreliable and inefficient when used in large multi-tenant environments with expensive queries. To display the results of a log query, select the Loki data source, then enter a LogQL query. 5 Feb Scaling and securing your logs with Grafana Loki This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Dec 3, 2024 · In May 2024, we announced a new way of generating PDFs that introduced a major performance improvement for the PDF export feature. pdf), Text File (. Go dependencies in go. Set up your implementation of Grafana OnCall. Grafana Mimir We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. Loki already takes numerous steps to ensure the persistence of log data, most notably the use of a configurable replication factor (redundancy) in the ingesters. Grafana Tempo. Getting Started With Grafana (2022) - Free ebook download as PDF File (. What’s new in Grafana v9. Binary On the Grafana download page, select the Grafana version you want to install. decolorize. Key Type Description Default; adminApi: object: Configuration for the `admin-api` target loki_rate_store_streams: The number of unique streams reported by all Ingesters. Watch now → Open source Helm charts are available in the grafana/helm-charts repository: monolithic mode; microservices mode and tempo-distributed chart documentation; In addition, several Helm chart examples are available in the Tempo repository. Learn more Kubernetes Monitoring. Watch now → Open source Dec 18, 2024 · We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. This procedure provides examples only for Grafana Alloy. 5 Feb Scaling and securing your logs with Grafana Loki /loki/api/v1/labels retrieves the list of known labels within a given time span. journal. Get up and running quickly with Grafana OnCall. To deploy Grafana Alloy or Agent to collect Pod logs from your Kubernetes cluster and ship them to Loki, you can use a Helm chart, and a values. Download config files for both programs. A small index and highly compressed chunks simplifies the operation and significantly lowers the cost of Loki. Configure Alloy to scrape Loki metrics The ZFS-pdf-exporter dashboard uses the prometheus data source to create a Grafana dashboard with the graph and text panels. We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. Create a Cloud Access Policy (CAP) for the Loki data source in grafana. 0 Here’s a summary of new enhancements and important fixes. Chez Grafana Labs, nous avons pu déployer la solution en production avec plus de 1 milliards de séries de métriques par minute. Apr 8, 2024 · Note. Task 1: LBAC Configuration for New Loki Data Source. Access Loki data sources details for your stack through grafana. For more information about log queries and LogQL, refer to the Loki log queries documentation. For a full list of all changes and fixes, refer to the CHANGELOG. Background. Open source Loki users are welcome to post technical questions on the Grafana Labs Community Forums under the Grafana Loki category at community. 5 Feb Scaling and securing your logs with Grafana Loki We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. Defaults to 6 hours ago. Watch now → Open source If you would like to use a demo that includes Mimir, Loki, Tempo, and Grafana, you can use Introduction to Metrics, Logs, Traces, and Profiling in Grafana. Grafana opens the PDF file in a new window or browser tab. Making Loki easier to run and operate. Select an Edition. The following options are available: LogQL is Grafana Loki’s PromQL-inspired query language. 0 was cleaning up unused code and old features that had been previously deprecated but not removed. These targets can be scaled independently, letting you customize your Loki deployment to meet your business needs for log ingestion and log query so that your infrastructure costs better match how you use Loki. Using the same dashboard across multiple teams. Sampling stage schema. drop. I’m a beta, not like one of those pretty fighting fish, but like an early test version. To enable Grafana Cloud as the Identity Provider for a Grafana instance, generate a client ID and client secret and apply the configuration to Grafana. kubernetes. We’ve improved the reporting experience with options to make all of your table data accessible in PDFs. x and Loki 3. The following tutorials walk you through configuring cloud services to send logs to Loki. 5 Feb Scaling and securing your logs with Grafana Loki Defaults to one hour ago. Before start patching vulnerabilities, know what are you patching. b. Upgrade to get the latest and greatest product features. Distributor. Impetus. source. To ship logs from Docker containers to Grafana Cloud using Fluent Bit, you can use the Fluent Bit Docker image and configure it to forward logs directly to Grafana Loki. 0, Loki had different storage backends for indexes and chunks. 1 we decide to go 3. Let’s run some queries against Loki to better understand our package logistics. yaml file is configured to: Install Grafana Agent to discover Pod logs. Loki is a multi-tenant system that supports applying limits to each tenant as a mechanism for resource management. Grafana Agent Static, Grafana Agent Flow, and Grafana Agent Operator have been deprecated and are in Long-Term Support (LTS) through October 31, 2025. In the Grafana/Grafana repository, create an issue, and paste the contents of the support dashboard. This allows you to monitor your logs for anomalies or events. Download the file called grafana-agent-installer. Loki integrates with Prometheus Alertmanager, or the alert manager within Grafana. This version of the schema is compatible with both Loki 2. The sampling stage is a stage that sampling logs. Consult the Loki and GEL release notes and changelog for more: Guide for using the Loki data source's query editor This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. api doesn’t export any fields. The decolorize stage is a transform stage that lets you strip ANSI color codes from the log line, thus making it easier to parse logs further. since: A duration used to calculate start relative to end. It’s the first step in the write path for log data. The data is decompressed in blocks of 4096 bytes. exe. Explore Logs is also now Generally Available. Loki now has the ability to apply custom retention based on stream Configure Grafana Cloud authentication. The distributor service is responsible for handling incoming push requests from clients. Unzip the downloaded file. Start Loki. LogQL uses labels and operators for filtering. logcli is a command-line client for Loki that lets you run LogQL queries against your Loki instance. grafana. Previously, if your dashboard included large table visualizations, you couldn’t see all of the table data in your PDF report. We'll look in detail at the three components of Grafana Loki: Promtail, Loki and Grafana. Anyone not using Kubernetes or avoiding microservices should pay close attention: this release has a lot for you. If you want to install a beta version, click Nightly Builds and then select a version. Defaults to now. 3 release. e: it first fetches a block of 4096 bytes from the compressed file and processes it. New Internal Server and TLS TLS can now be configured everywhere and there is an internal server to allow ring, memberlist, and readiness handlers to continue to work without TLS. Unfortunately, the amount of data each stream We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. Prometheus exporters. This allows Loki to be run as 3 targets (read, write, and backend) and makes the read target stateless and therefore able to be run as a Kubernetes deployment that can be scaled automatically. 2 to get the best possible experience with Explore Logs. 0 licensed (mainly clients and some tooling), for more details read LICENSING. api is only reported as unhealthy if given an invalid configuration. Create Grafana Cloud OAuth Client Credentials. gcplog. Learn about new and updated features in Grafana v9. docker. For Loki metric queries in Explore, you can now see the sample of log lines that contributed to the displayed results. To send the panel data to Grafana Labs via a support ticket: a. It’s fully compatible with the most popular open source observability standards such as OpenTelemetry and Prometheus. Grafana integration - Loki integrates with Grafana, Mimir, and Tempo, providing a complete observability stack, and seamless correlation between logs, metrics and traces. 3 ships a whole set of new experimental features, improvements and bug fixes that opens the door to make Loki more scalable, faster, and easy to use in the near future. Read more about why we recommend migrating to Grafana Alloy. We recommend using the loki plugin described within this page as it’s officially maintained by the Fluent Bit project. Get K8s health, performance, and cost monitoring from cluster to container May 13, 2024 · We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. This confirms that LogCLI is connected to the Loki instance and we now know that the logs contain the following labels: package_size, service_name, and state. Add Loki 2. LIDs are not required for: bugfixes If you would like to use a demo that includes Mimir, Loki, Tempo, and Grafana, you can use Introduction to Metrics, Logs, Traces, and Profiling in Grafana. Watch now → Open source This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Configuring the value rate: 0. Real-time monitoring: Version 9. This document tries to come up with a proposal on how to do a better sharding of data on the index gateways so we are able to scale the service horizontally to fulfill the increased need for metadata queries of big tenants. Add a label selector to the rule. sampling. Jan 23, 2024 · We’ve improved the reporting experience with options to make all of your table data accessible in PDFs. Loki log queries return the contents of the log lines. Introduction. The first stage would extract stream into the extracted map with a value of stderr. zip. ; a log pipeline |= "metrics. Easily explore telemetry signals with these specialized tools, tailored specifically for the Grafana databases to provide quick and accurate insights. À des fins de développement et tests, Grafana Mimir peut aussi être installée sur un laptop. Kubernetes Tempo Operator. For more information, see the Fluent Bit Loki output plugin documentation. Grafana Mimir migration guides We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. The Version field displays only finished releases. You can read more about our licensing here. Click Dashboard. Features and enhancements Easily monitor Grafana Loki (self-hosted), a horizontally scalable, highly available, multi-tenant log aggregation system inspired by Prometheus, with Grafana Cloud's out-of-the-box monitoring solution. To get the best possible query performance, eliminate as many potential results as you can earlier in the query and then continue to progressively narrow your search as you continue writing the query. To send the panel data to Grafana Labs via Github: a. Grafana Alloy is the new name for our distribution of the OTel collector. Author: Owen Diehl - owen-d (Grafana Labs) Date: 30/09/2020. Dashboard templates. Amazon Elastic Compute Cloud (EC2) Amazon Elastic Container Service (ECS) Amazon Elastic Kubernetes Service (EKS) Google Cloud Platform (GCP) New backend target A new, third target was added to Loki’s scalable configuration, which is the default configuration used in the Loki helm chart. Upgrade to Loki/GEL 3. Watch now → Open source We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. When I first started learning Grafana and Prometheus, I quickly realized that setting up these tools is not a one-size-fits-all process. 0 instead of 2. syslog. Grafana Loki dependencies can be. com; Copy Loki details and create a CAP. Exported fields. 3. 5 Feb Scaling and securing your logs with Grafana Loki This webinar covers the challenges of scaling and securing logs, and how Grafana Enterprise Logs powered by Grafana Loki can help, cost-effectively. Grafana Labs is excited to announce the release of Loki 2. Docker container logs. Sending logs from cloud services to Grafana Loki is a little different depending on the AWS service you are using. For more information, refer to Tempo documentation. Grafana Agent has been deprecated and is in Long-Term Support (LTS) through October 31, 2025. Unfortunately, the amount of data each stream Sep 30, 2020 · Write-Ahead Logs. Export your k6 test results as a PDF report or CSV file. txt) or read book online for free. To see these logs, click on the collapsed Logs sample panel under your graph or table This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Project started Launched at KubeCon #1 on HN for ~12hrs! time: “2018-01-31 15:41:04”, job: “frontend”, env: “dev”, } line: “POST /api/prom/push” Nov 6, 2024 · Multi-source support: Grafana can pull in data from Prometheus, MySQL, Loki, CloudWatch, and many other sources. Watch now → Open source Learn about loki. For more information, refer to Grafana Loki documentation . com. Here’s a summary of new enhancements and important fixes: Features and enhancements. exe to install Grafana Agent. Grafana Loki is an open-source set of components that can be composed into a fully featured logging stack. Watch now → Open source The server section indicates Promtail to bind his http server to 3100. The sampling stage is used to sampling the logs. Grafana downloads the support dashboard to a TXT file. Grafana Loki: Grafana Loki is an open source, set of components that can be composed into a fully featured logging stack. Loki returns results with timestamp lower than this value. Click Save as PDF to render the dashboard as a PDF file. gelf. The Operator can install and manage local Grafana instances, Dashboards and Datasources through Kubernetes/OpenShift Custom resources. 2. Enterprise - Recommended download. 5 Feb Scaling and securing your logs with Grafana Loki Loki’s simple scalable deployment mode separates execution paths into read, write, and backend targets. To use Grafana Cloud authentication: Log in to Grafana Cloud. Install everything that’s required for using Grafana OnCall. Dashboard management maturity model. loki_rate_store_max_stream_shards: The maximum number of shards for any tenant of the system. api. 1 means that 10% of the logs will be pushed to the Loki server. It can be one or more from sources mentioned above. Overview page for Loki reference topics. Functionally This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. yaml file. All of the latest features are built against TSDB and the v13 Schema. Grafana data source plugins enable you to query data sources including time series databases like Prometheus and CloudWatch, logging tools like Loki and Elasticsearch, NoSQL/SQL databases like Postgres, CI/CD tooling like GitHub, and many Reference for Helm Chart values. 5 Feb Scaling and securing your logs with Grafana Loki There are two Fluent Bit plugins for Loki: the officially maintained plugin loki and the grafana-loki plugin. Today’s post is my holiday present for all the folks out there running Loki who would like to get the most query performance they can out of Grafana Mimir est un backend de stockage Prometheus conçu pour des déploiements à grande échelle. You can send reports programmatically with the send report endpoint in the HTTP APIs. . Engineering and on-call support is not available. Watch now → Open source Overrides exporter. The overrides-exporter module exposes these limits as Prometheus metrics in order to help operators better understand tenant behavior. For the specific steps we recommend when you upgrade to v11. 0 removed a number of previous deprecations and introduces some new deprecations. LBAC rule. Common observability strategies. Try out and share prebuilt visualizations. Key Type Description Default; adminApi: object: Configuration for the `admin-api` target Dec 28, 2023 · Thanks for joining me for Part 3 of “The concise guide to Grafana Loki,” a series of blog posts that takes a closer look at best practices for various aspects of using the log aggregation system. It accepts the following query parameters in the URL: start: The start time for the query as a nanosecond Unix epoch. Grafana Tempo is an open source, easy-to-use and high-volume distributed tracing backend. loki_rate_store_stream_shards: A histogram of the distribution of shard counts across all streams. You can query and display log data from Loki via Explore, and with the Logs panel in dashboards. Blog post Add observability to cart: How online retailer ASOS reduces MTTR with Grafana Cloud These documents serve to promote engagement between the community and maintainers before making large changes to Grafana Loki. Debug metrics. Refer to Loki query documentation for guidance on the types of log selections you can specify. Proposal 1: Remote Execution Version. It also fixed all caveats related to rendering a report with panels or rows set to repeat by a variable, like rendering repeating panels inside collapsed rows. 5 Feb Scaling and securing your logs with Grafana Loki For even more detail about all the changes in this release, refer to the changelog. Each rule operates independently as its own filter, separate from other rules within a team. Watch now → Open source On the PDF tab, select a layout option for the exported dashboard: Portrait or Landscape. 3+ adds improvements in live dashboards and In order to run Loki, you must: Download and install both Loki and Alloy. 3 is also part of our GEL 3. Component health. The 'eventlogmessage' Promtail pipeline stage. go, then parses each log line to extract more labels and filter with them. 5 Feb Scaling and securing your logs with Grafana Loki Important details are: It relies on the \n character to separate the data into different log lines. Generally available in all editions of Grafana. It’s important to note that if you provide multiple options they will be treated like an AND clause, where each option has to be true to drop the log. --- loki: auth_enabled: false schemaConfig: configs: - from: 2024-10-10 store: tsdb object_store: s3 schema: v13 index We’ll demo how to get started using the LGTM Stack: Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics. Ensure the CAP includes logs:read permissions. Grafana Loki has two main file types: index and chunks. LBAC for data sources lets Grafana Teams use the same dashboard with different access control rules. The Grafana Explore apps are designed for effortless data exploration through intuitive, queryless interactions. Prior to 2. The following are some of the metrics that are exposed when this component is used. Grafana Loki source code. 60 min Scaling and securing your logs with Grafana Loki This page describes the responsibilities of each of these components. Loki is a horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus. Loki evaluates a LogQL query from left to right, in the order that it is written. The drop stage is a filtering stage that lets you drop logs based on several options. Metric queries extend log queries to calculate values based on query results. Grafana Labs has provided tools and migration documentation to assist you in migrating to Grafana Alloy. Grafana Labs and the Loki team are excited to announce the release of Loki 3. Grafana Open Source Software (OSS) enables you to query, visualize, alert on, and explore your metrics, logs, and traces wherever they’re stored. Best practice for labels in Loki. Grafana Tempo: Grafana Tempo is an open source, easy-to-use and high-volume distributed tracing backend. Loki returns results with timestamp greater or equal to this value. wtyzbo firt ddxnke wjt gsx jtt bws bbas msp nqpmx