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Storage
premium
Azure Managed Lustre
Azure Managed Lustre is a managed parallel file system for high-performance computing and AI workloads that need scalable, low-latency file storage in Azure.
Parallel file systems
advanced
5 commands
Aliases: Managed Lustre, Azure Managed Lustre File System, AMLFS
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Storage
premium
Azure file share
An Azure file share is a managed cloud share hosted by Azure Files. It behaves like a network file share, but Microsoft runs the storage service instead of your team maintaining file servers, disks, operating systems, and failover.
Files, queues, and tables
fundamentals
5 commands
Aliases: Azure Files share
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Storage
premium
Data Lake file system
A Data Lake file system is the top-level container namespace in Azure Data Lake Storage Gen2 that holds directories and files for analytics workloads.
Data Lake Storage Gen2
fundamentals
5 commands
Aliases: ADLS file system, Data Lake Storage file system, Gen2 file system, lake container
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Storage
premium
Azure Files NFS share
Azure Files NFS share is a specific Azure file share created for NFS access rather than SMB access. It helps Linux application owners and storage teams give workloads a managed shared POSIX-style file path without operating separate NFS appliances for every project. You see it when research clusters, Linux application farms, container platforms, or data processing systems need one shared path across many clients. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
NFS file shares
intermediate
4 commands
Aliases: NFS file share, NFS Azure file share
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Storage
premium
Azure Files premium share
Azure Files premium share is an Azure Files share backed by premium storage for workloads that need predictable capacity, IOPS, and throughput. It helps application and storage architects give latency-sensitive file workloads managed storage with provisioned performance without guessing whether standard file shares can meet peak demand. You see it when profile containers, engineering tools, build systems, analytics staging, or transactional applications require faster shared file access. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
Premium file shares
intermediate
4 commands
Aliases: Premium Azure file share, SSD Azure file share
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Storage
premium
NFS file share
Migrate Linux applications that expect NFS paths without standing up and patching a self-managed file server.; Provide AKS pods, batch jobs, or HPC workers with a shared managed file system reachable through private netw
Azure Files
intermediate
4 commands
Aliases: Azure Files NFS share, NFS Azure file share, NFSv4.1 file share, NFS file share, nfs file share
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Storage
field-manual-complete
Azure Files
Azure Files provides managed SMB and NFS file shares in Azure for applications, users, containers, and virtual machines that still need file-system access.
Managed file shares
fundamentals
5 commands
Aliases: Azure file shares, Azure managed file shares, cloud file shares
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Storage
field-manual-complete
Private endpoint for Azure Files
A private endpoint for Azure Files is the private network path to file shares in a storage account. Instead of mounting or accessing the share through the public file endpoint, clients in approved networks reach a private IP tied to the file service. The share, authentication model, and storage account still matter; the endpoint only changes network reachability. It is especially important for SMB access from Azure workloads, virtual desktops, build systems, and hybrid clients connected through VPN or ExpressRoute.
Azure Files
advanced
5 commands
Aliases: No aliases yet
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Analytics
premium
External file format
An External file format is a database object that describes the file type, delimiter, compression, and parsing options used to read or write external data. Teams use it to tell SQL engines how to interpret external files such as delimited text, Parquet, ORC, or compressed data before external tables and CETAS jobs use them. It is not the data source location, the external table schema, the actual lake file, or a guarantee that every file in a folder has the same structure.
Synapse SQL and data virtualization
intermediate
6 commands
Aliases: CREATE EXTERNAL FILE FORMAT, PolyBase file format, Synapse external file format
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Storage
premium
File service endpoint
A File service endpoint is the Azure Storage endpoint used by clients and services to access Azure Files shares in a storage account through supported protocols and network paths. Teams use it to connect applications, users, file sync agents, and automation to Azure file shares through the correct public endpoint, private endpoint, or virtual network service endpoint path. It is not a file share itself, a private endpoint by itself, a DNS record alone, authorization proof, or a guarantee that SMB, NFS, FileREST, firewall, and identity settings all match.
Azure Files
intermediate
6 commands
Aliases: Azure Files endpoint, storage file endpoint, file endpoint, Azure Storage file service endpoint
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Storage
premium
Azure NetApp Files
Azure NetApp Files provides managed enterprise SMB and NFS volumes in Azure for performance-sensitive file workloads.
Backup and recovery
intermediate
5 commands
Aliases: No aliases yet
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Storage
premium
Data Lake filesystem
Data Lake filesystem is the compact API and CLI naming for the ADLS Gen2 file-system resource that contains directories and files.
Data Lake Storage Gen2
fundamentals
5 commands
Aliases: filesystem, ADLS filesystem, storage fs, Azure storage fs
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Storage
premium
Kerberos authentication for Azure Files
Kerberos authentication for Azure Files is the identity-based SMB authentication option that lets Azure file shares use Kerberos with a supported directory identity source instead of only storage keys or SAS.
Azure Files
advanced
5 commands
Aliases: Azure Files Kerberos, Microsoft Entra Kerberos for Azure Files, identity-based authentication for Azure Files, SMB Kerberos Azure Files
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Storage
premium
Large file share
Migrate a file server or NAS volume that has grown beyond small-share limits without splitting every application path immediately.; Set a quota large enough for migration staging while still preserving cost ownership and
Storage platform
intermediate
5 commands
Aliases: Large file share, large file share
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Storage
premium
Azure File Sync
Azure File Sync syncs Azure file shares with Windows Server file servers so users keep familiar local access while data is centralized in Azure Files. It helps infrastructure teams modernize branch and data center file services without forcing every user and application to change paths on day one. You see it when Windows file server migrations, branch caching, cloud tiering, disaster recovery staging, or phased moves to Azure Files. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
Hybrid file services
intermediate
4 commands
Aliases: File Sync, Storage Sync Service
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Storage
premium
Azure Files backup
Azure Files backup protects Azure file shares using Azure Backup policies, recovery points, snapshots, and supported vaulted backup options. It helps backup and platform teams recover shared file data after accidental deletion, ransomware, or operator mistakes without managing separate backup servers or unreviewed snapshot scripts. You see it when business file shares need retention, recovery testing, policy enforcement, ransomware recovery, or evidence for data protection audits. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
Backup and recovery
intermediate
4 commands
Aliases: Azure file share backup, Azure Backup for Azure Files
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Storage
premium
Azure Files NFS
Azure Files NFS is the Azure Files capability for mounting managed file shares from Linux clients using the NFS protocol. It helps Linux, analytics, and platform teams run shared-file workloads without building their own NFS servers without maintaining NAS hardware or custom Linux file servers. You see it when Linux applications need shared storage, analytics jobs need common paths, or teams want managed NFS access with Azure storage operations. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
NFS file shares
intermediate
4 commands
Aliases: NFS Azure file shares, Azure Files NFS protocol
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Storage
premium
Azure Files private endpoint
Azure Files private endpoint connects Azure file share traffic to a storage account through a private IP address in a virtual network. It helps network, security, and storage teams keep SMB or NFS access on private network paths without exposing file access directly over public endpoints. You see it when regulated workloads need private access, branch users connect through VPN, or applications must mount shares without public storage exposure. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
Private connectivity
intermediate
4 commands
Aliases: Private endpoint for Azure Files, Azure Files Private Link
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Storage
premium
Azure Files SMB
Azure Files SMB is the Azure Files capability for mounting managed file shares through the Server Message Block protocol. It helps Windows, app, and infrastructure teams move familiar mapped-drive and application share patterns to Azure without running and patching Windows file servers for common shared storage. You see it when Windows users need mapped drives, apps expect UNC paths, profile containers need shared storage, or branch offices need cloud-backed shares. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
SMB file shares
intermediate
4 commands
Aliases: SMB Azure file shares, Azure Files SMB protocol
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Storage
premium
Azure Files SMB share
Azure Files SMB share is a specific Azure file share exposed through SMB for users, Windows applications, or services that need a shared UNC path. It helps application owners and desktop teams provide a managed mapped-drive style location without building another Windows Server just for one share. You see it when department folders, Windows application data, FSLogix profiles, installation repositories, or shared reports need cloud-backed SMB access. It still needs ownership, network design, monitoring, and recovery planning. Operators need repeatable evidence for deployment, protection, troubleshooting, and reviews, not screenshots or tribal knowledge.
SMB file shares
intermediate
4 commands
Aliases: SMB file share, SMB Azure file share
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Management and Governance
premium
Bicep parameter file
A Bicep parameter file is where you put values that change by environment, such as names, SKUs, regions, and flags. The main Bicep file stays reusable, while each parameter file tells Azure what values to use for dev, test, or production.
Bicep
fundamentals
4 commands
Aliases: bicepparam
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Storage
premium
File share
A file share is the named shared folder boundary that people, applications, or servers mount and use for files. In Azure, it usually means an Azure Files share inside a storage account. The share is where directories, documents.
Azure Files
fundamentals
4 commands
Aliases: File share, file share
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Storage
premium
File share quota
File share quota is the configured capacity limit for an Azure Files share, expressed in GiB and interpreted by the share billing model in Azure.
Azure Files
intermediate
4 commands
Aliases: File share quota, file share quota
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Storage
premium
File share snapshot
File share snapshot is a point-in-time copy of an Azure Files share that can help recover earlier versions of files and directories in Azure.
Azure Files
intermediate
4 commands
Aliases: File share snapshot, file share snapshot
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Storage
premium
File share soft delete
File share soft delete is a data protection setting that retains deleted Azure file shares for a configured recovery period before permanent deletion in Azure.
Azure Files
intermediate
4 commands
Aliases: File share soft delete, file share soft delete
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Storage
premium
Filesystem in Data Lake Storage
Filesystem in Data Lake Storage is the top-level container-like namespace in Azure Data Lake Storage Gen2 that holds directories and files in Azure.
Data Lake Storage Gen2
intermediate
4 commands
Aliases: Filesystem in Data Lake Storage, filesystem in data lake storage
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Storage
premium
Local filesystem
Microsoft Learn describes App Service file access as a managed sandbox with persistent and temporary filesystem locations for deployed content, logs, and runtime operations. Apps can read and write allowed paths, but storage behavior differs by platform, plan, and deployment method.
Storage
advanced
4 commands
Aliases: No aliases yet
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Storage
complete
SMB file share
Microsoft Learn describes an Azure Files SMB file share as a file share in a storage account that applications and users can mount with the Server Message Block protocol. It supports shared file access for Windows and compatible clients while Azure manages storage durability, capacity, snapshots, networking, and access controls.
Azure Files
intermediate
14 commands
Aliases: Azure Files SMB share, SMB share, Azure file share, network file share
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Analytics
verified
Parquet file
A Parquet file is a columnar data file commonly stored in Azure Blob Storage or Data Lake Storage and queried by analytics services. Microsoft Learn examples show Azure Synapse serverless SQL reading Parquet with OPENROWSET by specifying the file URL and PARQUET format.
Data lake file formats
intermediate
5 commands
Aliases: Apache Parquet file, Parquet data file, columnar file, lakehouse Parquet
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Storage
field-manual-complete
Premium file share
A premium file share is a high-performance Azure file share for workloads that still need a shared file system.
Files, queues, and tables
fundamentals
5 commands
Aliases: No aliases yet
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Storage
complete
Standard file share
Microsoft Learn describes Azure Files standard file shares as fully managed file shares backed by HDD storage, commonly created in general-purpose storage accounts or classic file share models. They suit general-purpose SMB workloads where cost, access tiers, snapshots, sync, and managed service operations matter more than premium SSD latency.
Azure Files
intermediate
5 commands
Aliases: standard-file-share, Standard file share, Azure Files standard share, HDD file share, pay-as-you-go file share, standard Azure Files share
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Analytics
learning-path-anchor
Synapse SQL CETAS
Synapse SQL CETAS means CREATE EXTERNAL TABLE AS SELECT. It creates external table metadata and exports the result of a T-SQL SELECT statement in parallel to files in Azure Storage or Azure Data Lake Storage Gen2 for later SQL or lake consumption.
Synapse Analytics
fundamentals
6 commands
Aliases: CREATE EXTERNAL TABLE AS SELECT, CETAS, Synapse CETAS, serverless SQL CETAS
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Storage
learning-path-anchor
Data Lake storage account
A storage feature or access model in Data Lake Storage Gen2 that helps teams store, protect, move, and govern application or analytics data with clearer ownership, safety, and operational context.
Data Lake Storage Gen2
advanced
19 commands
Aliases: No aliases yet
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Analytics
learning-path-anchor
Synapse workspace managed identity
A Synapse workspace managed identity is the workspace's own identity in Microsoft Entra ID. Instead of saving passwords, keys, or connection strings inside pipelines and notebooks, Synapse can use this identity to ask for tokens and reach trusted Azure resources. It is commonly used for Data Lake Storage, Key Vault, SQL, and linked service...
Synapse Analytics
intermediate
8 commands
Aliases: Synapse managed service identity, Synapse MSI, workspace system-assigned identity, Synapse workspace identity
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Compute
premium
Azure Functions
Azure Functions is Azure serverless compute for running code from triggers such as HTTP requests, queues, timers, events, and service integrations without managing servers.
Serverless compute
intermediate
6 commands
Aliases: Functions, Function App, serverless functions
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Analytics
premium
Azure Synapse Analytics
Azure Synapse Analytics is Microsoft’s integrated analytics service for enterprise data warehousing, big data, data integration, and exploratory analytics.
Synapse Analytics
intermediate
6 commands
Aliases: No aliases yet
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Analytics
premium
Data Factory
Azure’s managed data integration service for creating pipelines that move, transform, schedule, and orchestrate data across cloud, SaaS, and hybrid stores.
Data integration and orchestration
Intermediate
6 commands
Aliases: Data Factory, Data Factory, data factory
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Analytics
premium
ForEach activity
A ForEach activity is an Azure Data Factory or Azure Synapse pipeline control-flow activity that iterates over a collection and executes child activities for each item. Teams use it to run repeatable pipeline steps for files, tables, partitions, API pages, customers, dates, or metadata-driven work items without manually building one activity per item. It is not a mapping data flow transformation, a guarantee of ordered execution when parallelism is enabled, a substitute for idempotent design, or a safe pattern for unlimited fan-out.
Azure Data Factory
intermediate
6 commands
Aliases: ADF ForEach activity, Azure Data Factory ForEach, Synapse ForEach activity, pipeline loop activity
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DevOps
premium
Service connection
Service connection is an Azure DevOps project resource that stores how a pipeline authenticates to Azure or another external service. In Azure Resource Manager connections, it can use workload identity federation, a managed identity, or a service principal so pipeline tasks can deploy safely.
CI/CD
fundamentals
6 commands
Aliases: Azure DevOps service connection, service endpoint, Azure Pipelines service connection, Azure RM service connection
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AI and Machine Learning
premium
Batch endpoint
An Azure Machine Learning batch endpoint is an endpoint for long-running asynchronous inferencing that receives input data references, starts a batch job, and writes outputs for later use.
Machine learning
advanced
5 commands
Aliases: No aliases yet
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Storage
premium
Data Lake namespace
A Data Lake namespace is the hierarchical address space in Azure Data Lake Storage Gen2 that organizes file systems, directories, files, and paths for analytics.
Data Lake Storage Gen2
intermediate
5 commands
Aliases: ADLS namespace, hierarchical namespace, HNS namespace, lake namespace
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Analytics
premium
Dataset parameter
A dataset parameter is a named value on a Data Factory or Synapse dataset that lets pipelines pass runtime information such as folder, file, schema, table, or partition values into a reusable dataset definition.
Data engineering and analytics
intermediate
5 commands
Aliases: ADF dataset parameter, Data Factory dataset parameter, parameterized dataset, dataset runtime value
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Management and Governance
premium
Resource group
A resource group is an Azure Resource Manager container that holds related resources for a solution.
Azure scope
fundamentals
5 commands
Aliases: RG, Azure resource group
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Analytics
learning-path-anchor
Synapse SQL external table
A Synapse SQL external table is database metadata that lets Synapse SQL query files stored outside the database, usually in Azure Storage or ADLS Gen2. It references an external data source, file format, and file location for governed SQL analytics.
Synapse Analytics
fundamentals
6 commands
Aliases: external table in Synapse, Synapse external table, SQL external table, external table over lake files
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Analytics
learning-path-anchor
Synapse SQL on-demand
Synapse SQL on-demand is the serverless SQL pool model in Azure Synapse Analytics. It lets teams run T-SQL queries over data in the lake without provisioning dedicated warehouse capacity, storing only metadata objects while using external data sources, views, functions, and security objects.
Synapse Analytics
fundamentals
6 commands
Aliases: SQL on-demand, Synapse serverless SQL, serverless SQL in Synapse, built-in serverless SQL pool
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Storage
learning-path-anchor
Sync group
A sync group is the container that tells Azure File Sync which cloud file share and which Windows Server folders should stay synchronized. Think of it as one file namespace with a hub in Azure and one or more on-premises or edge locations attached to it. If two groups represent different shares or business...
Files, queues, and tables
fundamentals
6 commands
Aliases: Azure File Sync group, file sync group, sync topology, storage sync group
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AI and Machine Learning
premium
AutoML
AutoML is Azure Machine Learning’s way to automate much of the model-search process. In plain terms, you tell Azure what problem you are solving, provide labeled data, choose a metric, and set limits. The service tries different model pipelines and reports which candidates performed best. It helps teams move faster when they need a.
Azure Machine Learning
intermediate
4 commands
Aliases: automated ML, Azure Machine Learning AutoML, automated machine learning, AutoML job
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Web
premium
FTP deployment
FTP deployment is an Azure App Service deployment method where application files are uploaded to a web app through FTP or FTPS publishing endpoints. Teams use it to support simple or legacy file-based releases when a full CI/CD pipeline, container image, or ZIP deployment flow is not available. In daily Azure work, it shows up when engineers publish static content, migrate an older web app, recover a small site, rotate deployment credentials, or disable basic publishing after modernization. It is not source control, a build pipeline, a secure secret-management strategy, or the preferred deployment method for regulated production systems.
App Service deployment
intermediate
4 commands
Aliases: FTPS deployment, App Service FTP deployment, FTP/S deployment
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Analytics
learning-path-anchor
Synapse SQL script
A Synapse SQL script is a saved T-SQL authoring artifact in Synapse Studio. Users create or import scripts in the Develop hub, connect them to a dedicated or serverless SQL pool, run queries, review tabular results, export output, and organize scripts into folders.
Synapse Analytics
fundamentals
5 commands
Aliases: SQL script in Synapse, Synapse Studio SQL script, T-SQL script artifact, Synapse query script
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Analytics
learning-path-anchor
Synapse workspace repository
A Synapse workspace repository is where a Synapse workspace saves its authoring artifacts when Git integration is enabled. Instead of every notebook, pipeline, SQL script, linked service, or dataset living only in the live workspace, the team works through branches, commits, pull requests, and a publish branch. That gives data engineers a familiar code-review...
Synapse Analytics
fundamentals
5 commands
Aliases: Synapse Git repository, Synapse source control, Synapse code repository, workspace Git integration
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