diff --git a/faker_cli/cli.py b/faker_cli/cli.py index adb0af3..035cb20 100644 --- a/faker_cli/cli.py +++ b/faker_cli/cli.py @@ -4,12 +4,9 @@ from faker import Faker from faker_cli.parser import infer_column_names, parse_column_types -from faker_cli.templates import ( - CloudFrontLogs, - CloudFrontWriter, - S3AccessLogs, - S3AccessWriter, -) +from faker_cli.providers.faker import FakerProvider +from faker_cli.providers.mimesis import MimesisProvider +from faker_cli.templates import CloudFrontWriter, S3AccessWriter from faker_cli.writer import CSVWriter, JSONWriter KLAS_MAPPER = { @@ -22,10 +19,6 @@ "cloudfront": [CloudFrontWriter, "cloudfront_log"], } -fake = Faker() -fake.add_provider(S3AccessLogs) -fake.add_provider(CloudFrontLogs) - @click.command() @click.option("--num-rows", "-n", default=1, help="Number of rows") @@ -40,7 +33,8 @@ @click.option("--columns", "-c", help="Column names", default=None, required=False) @click.option("--template", "-t", help="Template to use", type=click.Choice(["s3access", "cloudfront"]), default=None) @click.argument("column_types", required=False) -def main(num_rows, format, output, columns, template, column_types): +@click.option("--provider", "-p", type=click.Choice(["faker", "mimesis"]), default="faker") +def main(num_rows, format, output, columns, template, column_types, provider): """ Generate fake data, easily. @@ -49,6 +43,13 @@ def main(num_rows, format, output, columns, template, column_types): You can also use --template for real-world synthetic data. """ + if provider == "faker": + fake = FakerProvider() + elif provider == "mimesis": + fake = MimesisProvider() + else: + pass + # Do some initial validation - we must have either template or column tpes if not template and not column_types: ctx = click.get_current_context() @@ -56,6 +57,10 @@ def main(num_rows, format, output, columns, template, column_types): ctx.exit() raise click.BadArgumentUsage("either --template or a list of Faker property names must be provided.") + # Templates are only supported with Faker at the moment + if template and provider != "faker": + raise click.BadArgumentUsage('templates are only supported with the "faker" provider.') + # Parquet output requires a filename if format in ["parquet", "deltalake"] and output is None: raise click.BadArgumentUsage("parquet | deltalake formats requires --output/-o filename parameter.") @@ -105,13 +110,14 @@ def main(num_rows, format, output, columns, template, column_types): raise click.ClickException(f"Format {format} not supported.") writer = format_klas(sys.stdout, headers, output) for i in range(num_rows): - writer.write(generate_row(fake, col_types)) + writer.write(fake.generate_row(col_types)) writer.close() + def generate_row(fake: Faker, column_types: list[tuple[str, list]]) -> list[str]: return [ fake.format(ctype, *args) if not ctype.startswith("unique.") else fake.unique.format(ctype.removeprefix("unique."), *args) for ctype, args in column_types - ] \ No newline at end of file + ] diff --git a/faker_cli/providers/base.py b/faker_cli/providers/base.py new file mode 100644 index 0000000..858db82 --- /dev/null +++ b/faker_cli/providers/base.py @@ -0,0 +1,2 @@ +class BaseProvider: + pass diff --git a/faker_cli/providers/faker.py b/faker_cli/providers/faker.py new file mode 100644 index 0000000..4e10bd0 --- /dev/null +++ b/faker_cli/providers/faker.py @@ -0,0 +1,21 @@ +from faker import Faker + +from faker_cli.templates import CloudFrontLogs, S3AccessLogs + + +class FakerProvider: + def __init__(self) -> None: + self.fake = Faker() + self.fake.add_provider(S3AccessLogs) + self.fake.add_provider(CloudFrontLogs) + + def generate_row(self, column_types: list[tuple[str, list]]) -> list[str]: + return [ + self.fake.format(ctype, *args) + if not ctype.startswith("unique.") + else self.fake.unique.format(ctype.removeprefix("unique."), *args) + for ctype, args in column_types + ] + + def format(self, log_entry) -> list[str]: + return self.fake.format(log_entry) diff --git a/faker_cli/providers/mimesis.py b/faker_cli/providers/mimesis.py new file mode 100644 index 0000000..f54bb48 --- /dev/null +++ b/faker_cli/providers/mimesis.py @@ -0,0 +1,15 @@ +from mimesis import Field + + +class MimesisProvider: + def __init__(self) -> None: + self.field = Field() + + def generate_row(self, column_types: list[tuple[str, list]]) -> list[str]: + return [self.field(ctype) for ctype, args in column_types] + + def format(self, log_entry) -> list[str]: + raise NotImplementedError + + +# field("person.username", mask="U_d", drange=(100, 1000)) diff --git a/poetry.lock b/poetry.lock index 56198ec..f7eb4e1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,15 +1,14 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "click" -version = "8.1.3" +version = "8.1.7" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" files = [ - {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"}, - {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"}, + {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, + {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, ] [package.dependencies] @@ -19,7 +18,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" 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