Skip to content

Commit 77bf69a

Browse files
fbsolo-ms1fbsolo-ms1
committed
Freshness update for dsvm-tools-ingestion.md . . .
1 parent 78ceca4 commit 77bf69a

File tree

1 file changed

+22
-24
lines changed

1 file changed

+22
-24
lines changed

‎articles/machine-learning/data-science-virtual-machine/dsvm-tools-ingestion.md

Lines changed: 22 additions & 24 deletions
Original file line numberDiff line numberDiff line change
@@ -10,73 +10,71 @@ ms.custom: devx-track-azurecli
1010
author: timoklimmer
1111
ms.author: tklimmer
1212
ms.topic: conceptual
13-
ms.date: 05/12/2021
13+
ms.date: 04/19/2024
1414
---
1515

1616
# Data Science Virtual Machine data ingestion tools
1717

18-
As one of the first technical steps in a data science or AI project, you must identify the datasets to be used and bring them into your analytics environment. The Data Science Virtual Machine (DSVM) provides tools and libraries to bring data from different sources into analytical data storage locally on the DSVM, or into a data platform either on the cloud or on-premises.
18+
At an early stage in a data science or AI project, you must identify the needed datasets, and then bring them into your analytics environment. The Data Science Virtual Machine (DSVM) provides tools and libraries to bring data from different sources into local analytical data storage resources on the DSVM. The DSVM can also bring data into a data platform located either on the cloud or on-premises.
1919

20-
Here are some data movement tools that are available in the DSVM.
20+
The DSVM offers these data movement tools:
2121

2222
## Azure CLI
2323

2424
| Category | Value |
2525
|--|--|
26-
| What is it? | A management tool for Azure. It also contains command verbs to move data from Azure data platforms like Azure Blob storage and Azure Data Lake Store. |
26+
| What is it? | A management tool for Azure. It offers command verbs to move data from Azure data platforms - for example, Azure Blob storage and Azure Data Lake Store |
2727
| Supported DSVM versions | Windows, Linux |
28-
| Typical uses | Importing and exporting data to and from Azure Storage and Azure Data Lake Store. |
29-
| How to use / run it? | Open a command prompt and type `az` to get help. |
28+
| Typical uses | Import and export data between Azure Storage and Azure Data Lake Store |
29+
| How to use / run it? | Open a command prompt, and type `az` to get help. |
3030
| Links to samples | [Using Azure CLI](/cli/azure) |
3131

32-
3332
## AzCopy
3433

3534
| Category | Value |
3635
|--|--|
37-
| What is it? | A tool to copy data to and from local files, Azure Blob storage, files, and tables. |
36+
| What is it? | A tool to copy data between local files, Azure Blob storage, files, and tables |
3837
| Supported DSVM versions | Windows |
39-
| Typical uses | Copying files to Azure Blob storage and copying blobs between accounts. |
40-
| How to use / run it? | Open a command prompt and type `azcopy` to get help. |
38+
| Typical uses | Copy files to Azure Blob storage<br>Copy blobs between accounts |
39+
| How to use / run it? | Open a command prompt, and type `azcopy` to get help. |
4140
| Links to samples | [AzCopy on Windows](../../storage/common/storage-use-azcopy-v10.md) |
4241

43-
4442
## Azure Cosmos DB Data Migration tool
4543

4644
|--|--|
4745
| ------------- | ------------- |
48-
| What is it? | Tool to import data from various sources into Azure Cosmos DB, a NoSQL database in the cloud. These sources include JSON files, CSV files, SQL, MongoDB, Azure Table storage, Amazon DynamoDB, and Azure Cosmos DB for NoSQL collections. |
46+
| What is it? | Tool to import data from various sources into Azure Cosmos DB, a NoSQL database in the cloud. These sources include JSON files<br>CSV files<br>SQL<br>MongoDB<br>Azure Table storage<br>Amazon DynamoDB<br>Azure Cosmos DB for NoSQL collections |
4947
| Supported DSVM versions | Windows |
50-
| Typical uses | Importing files from a VM to Azure Cosmos DB, importing data from Azure table storage to Azure Cosmos DB, and importing data from a Microsoft SQL Server database to Azure Cosmos DB. |
51-
| How to use / run it? | To use the command-line version, open a command prompt and type `dt`. To use the GUI tool, open a command prompt and type `dtui`. |
48+
| Typical uses | Import files from a VM to Azure Cosmos DB<br>import data from Azure table storage to Azure Cosmos DB<br>import data from a Microsoft SQL Server database to Azure Cosmos DB |
49+
| How to use / run it? | To use the command-line version, open a command prompt and type `dt`. To use the GUI tool, open a command prompt and type `dtui` |
5250
| Links to samples | [Import data into Azure Cosmos DB](../../cosmos-db/import-data.md) |
5351

5452
## Azure Storage Explorer
5553

5654
| Category | Value |
5755
|--|--|
58-
| What is it? | Graphical User Interface for interacting with files stored in the Azure cloud. |
56+
| What is it? | Graphical User Interface to interact with files stored in the Azure cloud |
5957
| Supported DSVM versions | Windows |
60-
| Typical uses | Importing and exporting data from the DSVM. |
61-
| How to use / run it? | Search for "Azure Storage Explorer" in the Start menu. |
58+
| Typical uses | Import data to and export data from the DSVM |
59+
| How to use / run it? | Search for "Azure Storage Explorer" in the Start menu |
6260
| Links to samples | [Azure Storage Explorer](vm-do-ten-things.md#access-azure-data-and-analytics-services) |
6361

6462
## bcp
6563

6664
| Category | Value |
6765
|--|--|
68-
| What is it? | SQL Server tool to copy data between SQL Server and a data file. |
66+
| What is it? | SQL Server tool to copy data between SQL Server and a data file |
6967
| Supported DSVM versions | Windows |
70-
| Typical uses | Importing a CSV file into a SQL Server table and exporting a SQL Server table to a file. |
71-
| How to use / run it? | Open a command prompt and type `bcp` to get help. |
68+
| Typical uses | Import a CSV file into a SQL Server table<br>Export a SQL Server table to a file |
69+
| How to use / run it? | Open a command prompt, and type `bcp` to get help |
7270
| Links to samples | [bcp utility](/sql/tools/bcp-utility) |
7371

7472
## blobfuse
7573

7674
| Category | Value |
7775
|--|--|
78-
| What is it? | A tool to mount an Azure Blob storage container in the Linux file system. |
76+
| What is it? | A tool to mount an Azure Blob storage container in the Linux file system |
7977
| Supported DSVM versions | Linux |
80-
| Typical uses | Reading and writing to blobs in a container. |
81-
| How to use and run it? | Run _blobfuse_ at a terminal. |
82-
| Links to samples | [blobfuse on GitHub](https://github.com/Azure/azure-storage-fuse) |
78+
| Typical uses | Read from and write to blobs in a container |
79+
| How to use and run it? | Run _blobfuse_ at a terminal |
80+
| Links to samples | [blobfuse on GitHub](https://github.com/Azure/azure-storage-fuse) |

0 commit comments

Comments
 (0)