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Output Formats
Syed Ibrahim Omer edited this page Apr 13, 2026
·
1 revision
The CLI can write results to:
-
csv(.csv) -
parquet(.parquet) -
json(.json) -
xlsx(.xlsx) -
avro(.avro)
Select with -f/--format:
indicators AAPL -f parquet- Parquet is typically fastest and most compact for analytics workflows.
- CSV is the most interoperable but larger and slower.
- XLSX is convenient for spreadsheet workflows.
Related pages:
- Getting Started
- CLI Reference
- Configuration & Templates
- Indicators (Overview)
- Output Formats
- Advanced Usage
- Troubleshooting
- Pipeline
- CLI Parsing
- Data Source (Yahoo Finance)
- Source Data Deep Dive
- Schema Normalization
- Data Shape Invariants
- Output Writing
- Write Output Deep Dive
- Config Resolution
- Polars Engine
- Source Modules
- Testing
- Performance
- Indicators Engine
- Reproducibility