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A comprehensive Python library for Elasticsearch management with both programmatic and CLI interfaces

Project description

Elastro

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  / _ \ |/ _` / __| __| '__/ _ \  *
 |  __/ | (_| \__ \ |_| | | (_) |  .
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      .    *     .      *    .   *

License: MIT Python 3.8+ Code Style: Black

A comprehensive Python module for managing Elasticsearch operations within pipeline processes.

Overview

Elastro is a Python library designed to simplify interactions with Elasticsearch. It provides a clean, intuitive API for common Elasticsearch operations including:

  • Index management (create, update, delete)
  • Document operations (indexing, searching, updating)
  • Datastream management
  • Advanced query building and search functionality

The library offers both a programmatic API and a command-line interface for seamless integration with various workflows.

Installation

pip install elastro

Or from source:

git clone https://github.com/Fremen-Labs/elastro.git
cd elastro
pip install -e .

Basic Usage

Client Connection

from elastro import ElasticsearchClient

# Connect using API key
client = ElasticsearchClient(
    hosts=["https://elasticsearch:9200"],
    auth={"api_key": "your-api-key"}
)

# Or using basic auth
client = ElasticsearchClient(
    hosts=["https://elasticsearch:9200"],
    auth={"username": "elastic", "password": "password"}
)

# Connect to Elasticsearch
client.connect()

Index Management

from elastro import IndexManager

index_manager = IndexManager(client)

# Create an index
index_manager.create(
    name="products",
    settings={
        "number_of_shards": 3,
        "number_of_replicas": 1
    },
    mappings={
        "properties": {
            "name": {"type": "text"},
            "price": {"type": "float"},
            "description": {"type": "text"},
            "created": {"type": "date"}
        }
    }
)

# Check if an index exists
if index_manager.exists("products"):
    print("Products index exists!")
    
# Delete an index
index_manager.delete("products")

Document Operations

from elastro import DocumentManager

doc_manager = DocumentManager(client)

# Index a document
doc_manager.index(
    index="products",
    id="1",
    document={
        "name": "Laptop",
        "price": 999.99,
        "description": "High-performance laptop",
        "created": "2023-05-01T12:00:00"
    }
)

# Search for documents
results = doc_manager.search(
    index="products",
    query={"match": {"name": "laptop"}}
)

print(results)

CLI Usage

# Initialize configuration
elastro config init

# Create an index
elastro index create products --shards 3 --replicas 1

# Interactive Template Wizard
elastro template wizard

# Interactive ILM Policy Wizard
elastro ilm create my-policy

# List ILM Policies (Table View)
elastro ilm list

# Add a document
elastro doc index products --id 1 --file ./product.json

# Search documents
elastro doc search products --term category=laptop

ILM (Index Lifecycle Management)

Elastro provides a powerful CLI for managing ILM policies, including an interactive wizard.

# List all policies (Table View)
elastro ilm list

# List with full JSON details (limited to first 2)
elastro ilm list --full

# Create a policy using the Interactive Wizard (Recommended)
elastro ilm create my-policy
# Follow the prompts to configure Hot, Warm, Cold, and Delete phases.

# Create a policy from a file
elastro ilm create my-policy --file ./policy.json

# Explain lifecycle status for an index (includes step info for debugging)
elastro ilm explain my-index

Snapshot & Restore

Manage backup repositories and snapshots with ease.

Repositories:

# List all repositories
elastro snapshot repo list

# Create a filesystem repository
elastro snapshot repo create my_backup fs --setting location=/tmp/backups

# Create an S3 repository
elastro snapshot repo create my_s3_backup s3 --setting bucket=my-bucket --setting region=us-east-1

Snapshots:

# List snapshots in a repository
elastro snapshot list my_backup

# Create a snapshot (async default)
elastro snapshot create my_backup snapshot_1

# Create and wait for completion
elastro snapshot create my_backup snapshot_2 --wait --indices "logs-*,metrics-*"

# Restore a snapshot (Interactive Wizard)
elastro snapshot restore
# Launches a wizard to select repo -> snapshot -> indices -> rename pattern

# Restore specific indices from CLI
elastro snapshot restore my_backup snapshot_1 --indices "logs-*"

Examples

Check out the examples directory for more usage examples:

Contributing

We welcome contributions to Elastro! Please see CONTRIBUTING.md for guidelines on how to get started, code standards, and submission processes.

License

MIT

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