Azpype 🚀 [beta]

A Python wrapper for AzCopy that feels native and gets out of your way.

Why Azpype?

Performance: AzCopy, written in Go, significantly outperforms Python's Azure SDK for bulk transfers. Go's goroutines provide true parallelism for file I/O and network operations, while Python's GIL limits concurrency. For large-scale transfers, AzCopy can be 5-10x faster.

Python Integration: But switching between Python and bash scripts breaks your workflow. Azpype solves this by wrapping AzCopy in a native Python interface. Now you can:

• Write pure Python scripts with data processing before and after transfers
• Capture and parse output programmatically
• Handle errors with try/except blocks
• Integrate with your existing Python data pipeline

Additional Benefits:

• Zero-configuration setup - Bundles the right AzCopy binary for your platform
• Smart defaults - YAML config for common settings, override with kwargs when needed
• Rich logging - Structured logs with loguru, daily rotation, and visual command output
• Built-in validation - Checks auth, network, and paths before executing
• Job management - List, resume, and recover failed transfers programmatically

Installation

pip install azpype

That's it. Azpype automatically:

• Downloads the appropriate AzCopy binary (v10.18.1) for your platform
• Creates a config directory at ~/.azpype/
• Sets up a default configuration file

Quick Start

Basic Copy Operation

from azpype.commands.copy import Copy

# Upload a local directory to Azure Blob Storage
Copy(
    source="./data",
    destination="https://myaccount.blob.core.windows.net/mycontainer/"
).execute()

# Download from Azure to local
Copy(
    source="https://myaccount.blob.core.windows.net/mycontainer/data/",
    destination="./downloads"
).execute()

Working with Return Values

The execute() method returns an AzCopyStdoutParser object with parsed attributes - no manual string parsing needed!

# Execute returns a parsed object with useful attributes
result = Copy(
    source="./data",
    destination="https://myaccount.blob.core.windows.net/mycontainer/"
).execute()

# Access structured data directly
print(f"Job ID: {result.job_id}")
print(f"Files transferred: {result.number_of_file_transfers_completed}")
print(f"Files skipped: {result.number_of_file_transfers_skipped}")
print(f"Bytes transferred: {result.total_bytes_transferred}")
print(f"Elapsed time: {result.elapsed_time} minutes")
print(f"Final status: {result.final_job_status}")

# Use exit code for flow control
if result.exit_code == 0:
    print("Transfer successful!")
else:
    print(f"Transfer failed: {result.stdout}")

Available Attributes

The parser automatically extracts these attributes from AzCopy output:

Attribute	Type	Description
exit_code	int	Command exit code (0 = success)
job_id	str	Unique job identifier for resuming
elapsed_time	float	Transfer duration in minutes
final_job_status	str	Status like "Completed", "CompletedWithSkipped", "Failed"
number_of_file_transfers	int	Total files attempted
number_of_file_transfers_completed	int	Successfully transferred files
number_of_file_transfers_skipped	int	Files skipped (already exist, etc.)
number_of_file_transfers_failed	int	Failed file transfers
total_bytes_transferred	int	Total data transferred in bytes
total_number_of_transfers	int	Total transfer operations
stdout	str	Raw command output if needed
raw_stdout	str	Unprocessed output with ANSI codes

Real-World Example: Pipeline Integration

def smart_sync_with_monitoring(local_path, remote_path):
    """
    Sync data and monitor transfer metrics
    """
    result = Copy(
        source=local_path,
        destination=remote_path,
        overwrite="ifSourceNewer",
        recursive=True
    ).execute()
    
    # Make decisions based on parsed results
    if result.exit_code != 0:
        raise Exception(f"Transfer failed: {result.final_job_status}")
    
    if result.number_of_file_transfers_failed > 0:
        print(f"Warning: {result.number_of_file_transfers_failed} files failed")
        # Could trigger retry logic here
    
    if result.number_of_file_transfers_skipped == result.number_of_file_transfers:
        print("All files already up-to-date")
        return "NO_CHANGES"
    
    # Report transfer metrics
    gb_transferred = result.total_bytes_transferred / (1024**3)
    transfer_rate = gb_transferred / (result.elapsed_time / 60)  # GB/hour
    
    print(f"Transferred {gb_transferred:.2f} GB at {transfer_rate:.2f} GB/hour")
    print(f"Completed: {result.number_of_file_transfers_completed} files")
    
    return result.job_id  # Return for potential resume operations

Authentication

Service Principal (Recommended)

Set these environment variables:

import os

os.environ["AZCOPY_TENANT_ID"] = "your-tenant-id"
os.environ["AZCOPY_SPA_APPLICATION_ID"] = "your-app-id"  
os.environ["AZCOPY_SPA_CLIENT_SECRET"] = "your-secret"
os.environ["AZCOPY_AUTO_LOGIN_TYPE"] = "SPN"

Or use a .env file:

# .env
AZCOPY_TENANT_ID=your-tenant-id
AZCOPY_SPA_APPLICATION_ID=your-app-id
AZCOPY_SPA_CLIENT_SECRET=your-secret
AZCOPY_AUTO_LOGIN_TYPE=SPN

from dotenv import load_dotenv
load_dotenv()

from azpype.commands.copy import Copy
Copy(source, destination).execute()

SAS Token

Pass the token directly (without the leading ?):

Copy(
    source="./data",
    destination="https://myaccount.blob.core.windows.net/mycontainer/",
    sas_token="sv=2021-12-02&ss=b&srt=sco&sp=rwdlacyx..."
).execute()

Configuration System

Azpype uses a two-level configuration system:

1. YAML Config File (Defaults)

Located at ~/.azpype/copy_config.yaml:

# Overwrite strategy at destination
overwrite: 'ifSourceNewer'  # Options: 'true', 'false', 'prompt', 'ifSourceNewer'

# Recursive copy for directories
recursive: true

# Create MD5 hashes during upload
put-md5: true

# Number of parallel transfers
concurrency: 16

2. Runtime Overrides (kwargs)

Override any config value at runtime:

Copy(
    source="./data",
    destination="https://...",
    overwrite="true",           # Override YAML setting
    concurrency=32,              # Increase parallelism
    dry_run=True,               # Test without copying
    exclude_pattern="*.tmp"     # Add exclusion pattern
).execute()

Common Usage Patterns

Upload with Patterns

# Upload only Python files
Copy(
    source="./project",
    destination="https://myaccount.blob.core.windows.net/code/",
    include_pattern="*.py",
    recursive=True
).execute()

# Exclude temporary files
Copy(
    source="./data",
    destination="https://myaccount.blob.core.windows.net/backup/",
    exclude_pattern="*.tmp;*.log;*.cache",
    recursive=True
).execute()

Sync with Overwrite Control

# Only upload newer files
Copy(
    source="./local-data",
    destination="https://myaccount.blob.core.windows.net/data/",
    overwrite="ifSourceNewer",
    recursive=True
).execute()

# Never overwrite existing files
Copy(
    source="./archive",
    destination="https://myaccount.blob.core.windows.net/archive/",
    overwrite="false"
).execute()

Dry Run Testing

# See what would be copied without actually transferring
Copy(
    source="./large-dataset",
    destination="https://myaccount.blob.core.windows.net/datasets/",
    dry_run=True
).execute()

Job Management

Resume failed or cancelled transfers:

from azpype.commands.jobs import Jobs

jobs = Jobs()

# List all jobs
exit_code, output = jobs.list()

# Resume a specific job
jobs.resume(job_id="abc123-def456")

# Find and resume the last failed job
job_id = jobs.last_failed()
if job_id:
    jobs.resume(job_id=job_id)

# Auto-recover (find and resume last failed)
jobs.recover_last_failed()

Logging

Azpype provides rich logging with automatic rotation:

• Location: ~/.azpype/azpype_YYYY-MM-DD.log
• Rotation: Daily, with 7-day retention and gzip compression
• Console output: Color-coded with progress indicators
• Command details: Full command, exit codes, and stdout/stderr captured

Example log output:

2025-08-15 19:09:29 | INFO | COPY | Starting copy operation
2025-08-15 19:09:29 | INFO | COPY | ========== COMMAND EXECUTION ==========
2025-08-15 19:09:29 | INFO | COPY | Command: azcopy copy ./data https://...
2025-08-15 19:09:29 | INFO | COPY | Exit Code: 0
2025-08-15 19:09:29 | INFO | COPY | STDOUT:
2025-08-15 19:09:29 | INFO | COPY |   Job abc123 has started
2025-08-15 19:09:29 | INFO | COPY |   100.0%, 10 Done, 0 Failed, 0 Pending

Available Options

Common options for the Copy command:

Option	Type	Description
overwrite	str	How to handle existing files: 'true', 'false', 'prompt', 'ifSourceNewer'
recursive	bool	Include subdirectories
include_pattern	str	Include only matching files (wildcards supported)
exclude_pattern	str	Exclude matching files (wildcards supported)
dry_run	bool	Preview what would be copied without transferring
concurrency	int	Number of parallel transfers
block_size_mb	float	Block size for large files (in MiB)
put_md5	bool	Create MD5 hashes during upload
check_length	bool	Verify file sizes after transfer
as_subdir	bool	Place folder sources as subdirectories

License

MIT