Enhanced Google Sheets operations with advanced data type handling
Project description
gspreadplusplus
A Python library that enhances Google Sheets operations with additional functionality and improved data type handling.
Features
- Transfer Spark DataFrames to Google Sheets with proper type conversion
- Intelligent handling of various data types (numbers, dates, timestamps, etc.)
- Preserve or update sheet headers
- Selective column clearing options
- Automatic date formatting
- Sheet dimension management
Installation
pip install gspreadplusplus
Requirements
- Python 3.7+
- gspread
- pyspark
- google-auth
Usage
Basic DataFrame Export
from gspreadplusplus import GPP
from pyspark.sql import SparkSession
# Initialize Spark and create a DataFrame
spark = SparkSession.builder.appName("example").getOrCreate()
df = spark.createDataFrame([
("2024-01-01", 100, "Complete"),
("2024-01-02", 150, "Pending")
], ["date", "amount", "status"])
# Your Google Sheets credentials
creds_json = {
"type": "service_account",
# ... rest of your service account credentials
}
# Export DataFrame to Google Sheets
GPP.df_to_sheets(
df=df,
spreadsheet_id="your_spreadsheet_id",
sheet_name="Sheet1",
creds_json=creds_json
)
Advanced Options
GPP.df_to_sheets(
df=df,
spreadsheet_id="your_spreadsheet_id",
sheet_name="Sheet1",
creds_json=creds_json,
english_locale=True, # Use '.' as decimal separator
keep_header=True, # Preserve existing header row
erase_whole=False # Clear only necessary columns
)
Data Type Support
- Strings
- Integers (regular, long, bigint)
- Floating point numbers (double, float)
- Decimals
- Dates
- Timestamps
- Booleans
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
Project details
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