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Version: 0.30 (Latest)

Kestra

Kestra is a powerful open-source orchestration platform that can be used to automate and schedule FastBCP data export workflows. FastBCP can be seamlessly integrated into Kestra flows using its Docker image.

Docker Image​

FastBCP provides an official Docker image available on Docker Hub:

Image: arpeio/fastbcp:latest
Repository: https://hub.docker.com/repository/docker/arpeio/fastbcp/general

Integration with Docker Run Plugin​

The io.kestra.plugin.docker.Run plugin provides a direct way to execute FastBCP commands in a Docker container. This is the recommended method for integrating FastBCP with Kestra.

Basic Example​

id: fastbcp_export_orders
namespace: arpe.io

tasks:
  - id: export_orders_parquet
    type: io.kestra.plugin.docker.Run    
    containerImage: arpeio/fastbcp:latest
    host: "tcp://host.docker.internal:2375"
    commands:
      - --connectiontype
      - mssql
      - --server
      - "192.168.65.254,11433"
      - --user
      - FastLogin
      - --password
      - FastPassword
      - --database
      - tpch10
      - --sourceschema
      - dbo
      - --sourcetable
      - orders
      - --fileoutput
      - orders.parquet
      - --directory
      - /data/export
      - --parallelmethod
      - Ntile
      - --paralleldegree
      - "12"
      - --distributekeycolumn
      - o_orderkey
      - --nobanner

Key Parameters:

  • containerImage: Specifies the FastBCP Docker image
  • host: Docker daemon endpoint (required for Docker Run plugin)
  • commands: Array of FastBCP CLI arguments

Environment Variables for Cloud Storage​

When exporting data to cloud storage (AWS S3, Azure Blob, Google Cloud Storage), you can pass cloud credentials using environment variables (see Cloud Connectivity for more details).

Example with AWS S3​

id: fastbcp_export_to_s3
namespace: arpe.io

tasks:
  - id: export_orders_to_s3
    type: io.kestra.plugin.docker.Run
    containerImage: arpeio/fastbcp:latest
    host: "tcp://host.docker.internal:2375"
    
    env:
      AWS_ACCESS_KEY_ID: "AKIAIOSFODNN7EXAMPLE"
      AWS_SECRET_ACCESS_KEY: "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
      AWS_DEFAULT_REGION: "us-east-1"
    
    commands:
      - --connectiontype
      - mssql
      - --server
      - "192.168.65.254,11433"
      - --user
      - FastLogin
      - --password
      - FastPassword
      - --database
      - tpch10
      - --sourceschema
      - dbo
      - --sourcetable
      - orders
      - --fileoutput
      - orders.parquet
      - --directory
      - s3://my-bucket/exports/orders
      - --parallelmethod
      - Ntile
      - --paralleldegree
      - "12"
      - --distributekeycolumn
      - o_orderkey
      - --merge
      - "false"
      - --nobanner

Securing Sensitive Data with Kestra Secrets​

To protect sensitive information like passwords, connection strings, and cloud credentials, Kestra provides a built-in secrets management feature. You can store credentials securely and reference them in your flows using the {{ secret('SECRET_NAME') }} syntax.

Creating Secrets in Kestra​

To create secrets in Kestra:

  1. Navigate to the Kestra UI
  2. Go to Tenant → Secrets
  3. Add your secrets with appropriate keys:
    • FASTBCP_MSSQL_USER
    • FASTBCP_MSSQL_PASSWORD
    • FASTBCP_AWS_ACCESS_KEY_ID
    • FASTBCP_AWS_SECRET_ACCESS_KEY
    • FASTBCP_AWS_DEFAULT_REGION

Example with Secrets​

id: fastbcp_export_orders_s3_secret
namespace: arpe.io

tasks:
  - id: export_orders_parquet_to_s3
    type: io.kestra.plugin.docker.Run
    containerImage: arpeio/fastbcp:latest
    host: "tcp://host.docker.internal:2375"

    env:
      AWS_ACCESS_KEY_ID: "{{ secret('FASTBCP_AWS_ACCESS_KEY_ID') }}"
      AWS_SECRET_ACCESS_KEY: "{{ secret('FASTBCP_AWS_SECRET_ACCESS_KEY') }}"
      AWS_DEFAULT_REGION: "{{ secret('FASTBCP_AWS_DEFAULT_REGION') }}"

    commands:
      - --connectiontype
      - mssql
      - --server
      - "host.docker.internal,11433"
      - --user
      - "{{ secret('FASTBCP_MSSQL_USER') }}"
      - --password
      - "{{ secret('FASTBCP_MSSQL_PASSWORD') }}"
      - --database
      - tpch10
      - --sourceschema
      - dbo
      - --sourcetable
      - orders
      - --fileoutput
      - orders.parquet
      - --directory
      - s3://fastbcp-export/orders/parquet
      - --parallelmethod
      - Ntile
      - --paralleldegree
      - "12"
      - --distributekeycolumn
      - o_orderkey
      - --merge
      - "false"
      - --nobanner

This approach ensures that sensitive credentials are never exposed in your flow definitions and can be managed centrally.

Logging​

All FastBCP execution logs are captured by Kestra and can be viewed directly in the Kestra UI. To access the logs:

  1. Navigate to the Kestra UI
  2. Go to Executions
  3. Select your flow execution
  4. Click on the Logs tab

The logs provide detailed information about the export process, including configuration parameters, connection details, data export progress, and performance metrics.

Example Log Output​

2026-03-02T15:15:37.882 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- The "FastBCP_Settings.json" file does not exist. Using default settings. Console Only with loglevel=Information
2026-03-02 16:15:37.8922026-03-02T15:15:37.892 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- FastBCP Trial – will expires on "2026‑03‑27" (24 day(s) left).
2026-03-02 16:15:37.8922026-03-02T15:15:37.892 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Starting
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- FastBCP Version : "0.29.2.0" Architecture : "X64" - Framework : ".NET 8.0.24"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Internal Trace ID : "5ccea857-1538-4a28-8b1c-cfe5c51fbd43"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Internal Run ID : "5ccea857-1538-4a28-8b1c-cfe5c51fbd43"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- OS : "Debian GNU/Linux 13 (trixie)"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Connection Type : "mssql"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Source SqlInstance : "sql22,1433"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Source Database : "tpch"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Source Schema : "tpch10"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Source Table : "orders"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Trusted Connection : False
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- User : "migadmin"
2026-03-02 16:15:37.8932026-03-02T15:15:37.893 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Output File : "orders.parquet"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Output Directory : /data/parquet
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Degree : 12
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Distribute Method : "Ntile"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Distribute Column : "o_orderkey"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Decimal Separator : ","
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Delimiter : "|"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Use quotes : False
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Date format: "yyyy-MM-dd"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Encoding : "UTF-8"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- No Header : False
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Timestamped : False
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Boolean Format : "automatic"
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Cloud Profile : ""
2026-03-02 16:15:37.8942026-03-02T15:15:37.894 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Application Intent : "ReadOnly"
2026-03-02 16:15:37.9062026-03-02T15:15:37.906 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- file extension is ".parquet"
2026-03-02 16:15:37.9092026-03-02T15:15:37.909 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Encoding used : Unicode (UTF-8) - 65001 - utf-8
2026-03-02 16:15:37.9652026-03-02T15:15:37.965 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Connection String : "Data Source=sql22,1433;Initial Catalog=tpch;User ID=migadmin;Password=xxxxx;Connect Timeout=120;Encrypt=True;Trust Server Certificate=True;Application Name=FastBCP;Application Intent=ReadOnly"
2026-03-02 16:15:38.0862026-03-02T15:15:38.086 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Source Database Version : Microsoft SQL Server 2022 (RTM-CU2) (KB5023127) - 16.0.4015.1 (X64)  	Feb 27 2023 15:40:01  	Copyright (C) 2022 Microsoft Corporation 	Developer Edition (64-bit) on Linux (Ubuntu 20.04.5 LTS) <X64>
2026-03-02 16:15:38.1102026-03-02T15:15:38.110 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Get DataTypes with header end : Elapsed=6 ms
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Data Segments Computation Completed in 260 ms
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Distribute Column Type : "Int32"
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 0  : 1 : 1 - 5000001 or "o_orderkey" is null
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 1  : 2 : 5000002 - 10000002
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 2  : 3 : 10000003 - 15000003
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 3  : 4 : 15000004 - 20000004
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 4  : 5 : 20000005 - 25000005
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 5  : 6 : 25000006 - 30000006
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 6  : 7 : 30000007 - 35000007
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 7  : 8 : 35000032 - 40000032
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 8  : 9 : 40000033 - 45000033
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 9  : 10 : 45000034 - 50000034
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 10  : 11 : 50000035 - 55000035
2026-03-02 16:15:38.3722026-03-02T15:15:38.372 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Ntile Block 11  : 12 : 55000036 - 60000000
2026-03-02 16:15:46.6112026-03-02T15:15:46.611 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 002 for o_orderkey between 10000003 and 15000003 into /data/parquet/orders_chunk_002.parquet : 1250001 rows x 9 columns in 8234ms
2026-03-02 16:15:46.6112026-03-02T15:15:46.611 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 011 for o_orderkey between 55000036 and 60000000 into /data/parquet/orders_chunk_011.parquet : 1249989 rows x 9 columns in 8234ms
2026-03-02 16:15:46.7902026-03-02T15:15:46.790 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 003 for o_orderkey between 15000004 and 20000004 into /data/parquet/orders_chunk_003.parquet : 1250001 rows x 9 columns in 8413ms
2026-03-02 16:15:46.7972026-03-02T15:15:46.797 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 005 for o_orderkey between 25000006 and 30000006 into /data/parquet/orders_chunk_005.parquet : 1250001 rows x 9 columns in 8420ms
2026-03-02 16:15:46.9362026-03-02T15:15:46.936 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 008 for o_orderkey between 40000033 and 45000033 into /data/parquet/orders_chunk_008.parquet : 1250001 rows x 9 columns in 8559ms
2026-03-02 16:15:47.1392026-03-02T15:15:47.139 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 010 for o_orderkey between 50000035 and 55000035 into /data/parquet/orders_chunk_010.parquet : 1250001 rows x 9 columns in 8763ms
2026-03-02 16:15:47.1542026-03-02T15:15:47.154 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 000 for o_orderkey between 1 and 5000001 into /data/parquet/orders_chunk_000.parquet : 1250001 rows x 9 columns in 8777ms
2026-03-02 16:15:47.2472026-03-02T15:15:47.247 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 009 for o_orderkey between 45000034 and 50000034 into /data/parquet/orders_chunk_009.parquet : 1250001 rows x 9 columns in 8870ms
2026-03-02 16:15:47.3082026-03-02T15:15:47.308 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 006 for o_orderkey between 30000007 and 35000007 into /data/parquet/orders_chunk_006.parquet : 1250001 rows x 9 columns in 8931ms
2026-03-02 16:15:47.3092026-03-02T15:15:47.309 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 001 for o_orderkey between 5000002 and 10000002 into /data/parquet/orders_chunk_001.parquet : 1250001 rows x 9 columns in 8932ms
2026-03-02 16:15:47.3632026-03-02T15:15:47.363 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 007 for o_orderkey between 35000032 and 40000032 into /data/parquet/orders_chunk_007.parquet : 1250001 rows x 9 columns in 8986ms
2026-03-02 16:15:47.3662026-03-02T15:15:47.366 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Load Completed for Query 004 for o_orderkey between 20000005 and 25000005 into /data/parquet/orders_chunk_004.parquet : 1250001 rows x 9 columns in 8989ms
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- files generation end : Elapsed=9257 ms - maxdop=12
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total data rows : 15000000
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total data columns : 9
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total cells : 135000000
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Throughput rows : 1568531 rows/s
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Throughput cells : 14116787 cells/s
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total time : Elapsed=9563 ms
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total data rows : 15000000
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total data columns : 9
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Total cells : 135000000
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Final Throughput rows : 1568482 rows/s
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Final Throughput cells : 14116346 cells/s
2026-03-02 16:15:47.3682026-03-02T15:15:47.368 +00:00 -|- FastBCP -|- 5ccea857-1538-4a28-8b1c-cfe5c51fbd43 -|- INFORMATION -|- orders.parquet -|- Completed Load
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