polars_cloud.ExecuteRemote.sink_csv

ExecuteRemote.sink_csv(

uri: str,

*,

include_bom: bool = False,

include_header: bool = True,

separator: str = ',

',

line_terminator: str = '\n',

quote_char: str = '"',

batch_size: int = 1024,

datetime_format: str | None = None,

date_format: str | None = None,

time_format: str | None = None,

float_scientific: bool | None = None,

float_precision: int | None = None,

decimal_comma: bool = False,

null_value: str | None = None,

quote_style: CsvQuoteStyle | None = None,

maintain_order: bool = True,

storage_options: dict[str,

Any] | None = None,

credential_provider: CredentialProviderFunction | Literal['auto'] | None = 'auto',

sink_to_single_file: bool | None = None,

optimizations: QueryOptFlags = <polars.lazyframe.opt_flags.QueryOptFlags object>,

) → InteractiveQuery | BatchQuery

Start executing the query and write the result to csv.

Parameters:

uri

Path to which the output should be written. Must be a URI to an accessible object store location.

It is recommended to write to a directory path for example "my-location/", instead of as single file as a single file can only be written from a single node.

If set to "local", the query is executed locally.

include_bom

Whether to include UTF-8 BOM in the CSV output.

include_header

Whether to include header in the CSV output.

separator

Separate CSV fields with this symbol.

line_terminator

String used to end each row.

quote_char

Byte to use as quoting character.

batch_size

Number of rows that will be processed per thread.

datetime_format

A format string, with the specifiers defined by the chrono Rust crate. If no format specified, the default fractional-second precision is inferred from the maximum timeunit found in the frame’s Datetime cols (if any).

date_format

A format string, with the specifiers defined by the chrono Rust crate.

time_format

A format string, with the specifiers defined by the chrono Rust crate.

float_scientific

Whether to use scientific form always (true), never (false), or automatically (None) for Float32 and Float64 datatypes.

float_precision

Number of decimal places to write, applied to both Float32 and Float64 datatypes.

decimal_comma

Use a comma as the decimal separator instead of a point. Floats will be encapsulated in quotes if necessary; set the field separator to override.

null_value

A string representing null values (defaulting to the empty string).

quote_style{‘necessary’, ‘always’, ‘non_numeric’, ‘never’}

Determines the quoting strategy used.

• necessary (default): This puts quotes around fields only when necessary. They are necessary when fields contain a quote, delimiter or record terminator. Quotes are also necessary when writing an empty record (which is indistinguishable from a record with one empty field). This is the default.

• always: This puts quotes around every field. Always.

• never: This never puts quotes around fields, even if that results in invalid CSV data (e.g.: by not quoting strings containing the separator).

• non_numeric: This puts quotes around all fields that are non-numeric. Namely, when writing a field that does not parse as a valid float or integer, then quotes will be used even if they aren`t strictly necessary.

maintain_order

Maintain the order in which data is processed. Setting this to False can be much faster.

Warning

This functionality is considered unstable. It may be changed at any point without it being considered a breaking change.

storage_options

Options that indicate how to connect to a cloud provider.

The cloud providers currently supported are AWS, GCP, and Azure. See supported keys here:

• aws

• gcp

• azure

• Hugging Face (hf://): Accepts an API key under the token parameter: {'token': '...'}, or by setting the HF_TOKEN environment variable.

If storage_options is not provided, Polars will try to infer the information from environment variables.

credential_provider

Provide a function that can be called to provide cloud storage credentials. The function is expected to return a dictionary of credential keys along with an optional credential expiry time.

Warning

This functionality is considered unstable. It may be changed at any point without it being considered a breaking change.

sink_to_single_file

Perform the sink into a single file.

Setting this to True can reduce the amount of work that can be done in a distributed manner and therefore be more memory intensive and slower.

optimizations

The optimization passes done during query optimization.

Warning

This functionality is considered unstable. It may be changed at any point without it being considered a breaking change.

Examples

>>> query.remote(ctx).sink_csv("s3://your-bucket/folder/file.csv")
<polars_cloud.query.query.BatchQuery at 0x107e68fb0>