ts_shape.loader.timeseries

Timeseries Loaders

Load timeseries data from parquet folders, S3-compatible stores, Azure Blob, and TimescaleDB.

• ParquetLoader: Read parquet files from local folder structures.
• load_all_files: Load all parquet under a base path.
• load_by_time_range: Load files within YYYY/MM/DD/HH path range.
• load_by_uuid_list: Load files matching UUIDs in filenames.

• load_files_by_time_range_and_uuids: Combine time range and UUID filters.

• S3ProxyDataAccess: Retrieve parquet via an S3-compatible proxy.

• fetch_data_as_parquet: Save parquet files to a local folder structure.

• fetch_data_as_dataframe: Return a combined DataFrame.

• AzureBlobParquetLoader: Load parquet from Azure Blob Storage.

• load_all_files: Load all parquet under an optional prefix.
• load_by_time_range: Load hourly folders between start and end.
• load_files_by_time_range_and_uuids: Load per-hour per-UUID parquet files.

• list_structure: List folders and files under a prefix.

• TimescaleDBDataAccess: Stream timeseries from TimescaleDB.

• fetch_data_as_parquet: Partition-by-hour and write parquet.
• fetch_data_as_dataframe: Return a combined DataFrame.

Modules:

• azure_blob_loader –
• parquet_loader –
• s3proxy_parquet_loader –
• timescale_loader –