PXF is installed with connectors to Azure Blob Storage, Azure Data Lake Storage Gen2, Google Cloud Storage, AWS, MinIO, and Dell ECS S3-compatible object stores.
Prerequisites
Before working with object store data using VMware Tanzu Greenplum platform extension framework (PXF), ensure that:
- You have configured PXF, and PXF is running on each PXF host. See Configuring PXF for additional information.
- You have configured the PXF Object Store Connectors that you plan to use. Refer to Configuring Connectors to Azure and Google Cloud Storage Object Stores and Configuring Connectors to MinIO, AWS S3, and Dell ECS Object Stores for instructions.
- Time is synchronized between the Greenplum hosts and the external object store systems.
Connectors, Data Formats, and Profiles
The PXF object store connectors provide built-in profiles to support the following data formats:
- Text
- CSV
- Avro
- JSON
- ORC
- Parquet
- AvroSequenceFile
- SequenceFile
The PXF connectors to Azure expose the following profiles to read, and in many cases write, these supported data formats.
ADL support has been deprecated as of PXF 7.0.0. Use the ABFSS profile instead.
| Data Format | Azure Blob Storage | Azure Data Lake Storage Gen2 | Supported Operations |
|---|---|---|---|
| delimited single line plain text | wasbs:text | abfss:text | Read, Write |
| delimited single line comma-separated values of plain text | wasbs:csv | abfss:csv | Read, Write |
| multi-byte or multi-character delimited single line csv | wasbs:csv | abfss:csv | Read |
| delimited text with quoted linefeeds | wasbs:text:multi | abfss:text:multi | Read |
| fixed width single line text | wasbs:fixedwidth | abfss:fixedwidth | Read, Write |
| Avro | wasbs:avro | abfss:avro | Read, Write |
| JSON | wasbs:json | abfss:json | Read, Write |
| ORC | wasbs:orc | abfss:orc | Read, Write |
| Parquet | wasbs:parquet | abfss:parquet | Read, Write |
| AvroSequenceFile | wasbs:AvroSequenceFile | abfss:AvroSequenceFile | Read, Write |
| SequenceFile | wasbs:SequenceFile | abfss:SequenceFile | Read, Write |
Similarly, the PXF connectors to Google Cloud Storage, and S3-compatible object stores expose these profiles:
| Data Format | Google Cloud Storage | AWS S3, MinIO, or Dell ECS | Supported Operations |
|---|---|---|---|
| delimited single line plain text | gs:text | s3:text | Read, Write |
| delimited single line comma-separated values of plain text | gs:csv | s3:csv | Read, Write |
| multi-byte or multi-character delimited single line comma-separated values csv | gs:csv | s3:csv | Read |
| delimited text with quoted linefeeds | gs:text:multi | s3:text:multi | Read |
| fixed width single line text | gs:fixedwidth | s3:fixedwidth | Read, Write |
| Avro | gs:avro | s3:avro | Read, Write |
| JSON | gs:json | s3:json | Read |
| ORC | gs:orc | s3:orc | Read, Write |
| Parquet | gs:parquet | s3:parquet | Read, Write |
| AvroSequenceFile | gs:AvroSequenceFile | s3:AvroSequenceFile | Read, Write |
| SequenceFile | gs:SequenceFile | s3:SequenceFile | Read, Write |
You provide the profile name when you specify the pxf protocol on a CREATE EXTERNAL TABLE command to create a Greenplum Database external table that references a file or directory in the specific object store.
Sample CREATE EXTERNAL TABLE Commands
When you create an external table that references a file or directory in an object store, you must specify a
SERVERin theLOCATIONURI
The following command creates an external table that references a text file on S3. It specifies the profile named s3:text and the server configuration named s3srvcfg:
CREATE EXTERNAL TABLE pxf_s3_text(location text, month text, num_orders int, total_sales float8)
LOCATION ('pxf://S3_BUCKET/pxf_examples/pxf_s3_simple.txt?PROFILE=s3:text&SERVER=s3srvcfg')
FORMAT 'TEXT' (delimiter=E',');
The following command creates an external table that references a text file on Azure Blob Storage. It specifies the profile named wasbs:text and the server configuration named wasbssrvcfg. You would provide the Azure Blob Storage container identifier and your Azure Blob Storage account name.
CREATE EXTERNAL TABLE pxf_wasbs_text(location text, month text, num_orders int, total_sales float8)
LOCATION ('pxf://AZURE_CONTAINER@YOUR_AZURE_BLOB_STORAGE_ACCOUNT_NAME.blob.core.windows.net/path/to/blob/file?PROFILE=wasbs:text&SERVER=wasbssrvcfg')
FORMAT 'TEXT';
The following command creates an external table that references a text file on Azure Data Lake Storage Gen2. It specifies the profile named abfss:text and the server configuration named abfsssrvcfg. You would provide your Azure Data Lake Storage Gen2 account name.
CREATE EXTERNAL TABLE pxf_abfss_text(location text, month text, num_orders int, total_sales float8)
LOCATION ('pxf://YOUR_ABFSS_ACCOUNT_NAME.dfs.core.windows.net/path/to/file?PROFILE=abfss:text&SERVER=abfsssrvcfg')
FORMAT 'TEXT';
The following command creates an external table that references a JSON file on Google Cloud Storage. It specifies the profile named gs:json and the server configuration named gcssrvcfg:
CREATE EXTERNAL TABLE pxf_gsc_json(location text, month text, num_orders int, total_sales float8)
LOCATION ('pxf://dir/subdir/file.json?PROFILE=gs:json&SERVER=gcssrvcfg')
FORMAT 'CUSTOM' (FORMATTER='pxfwritable_import');
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