diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index ada1fc2..4ec6759 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -2,24 +2,31 @@ name: CI on: push: - branches: ['master'] + branches: ["master"] pull_request: jobs: - build: + test: strategy: matrix: - python: ['3.10', '3.11'] + python: ["3.12", "3.13"] runs-on: ubuntu-latest + steps: - - uses: actions/checkout@v3 - - uses: actions/setup-python@v4 + - uses: actions/checkout@v6 + + - name: Install uv + uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0 + with: + version: "latest" + + - name: Set up Python ${{ matrix.python }} + uses: actions/setup-python@v6 with: python-version: ${{ matrix.python }} - cache: pip + - name: Install dependencies - run: | - python -m pip install --upgrade pip - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + run: uv sync --dev + - name: Run tests - run: pytest --cov=echolalia + run: uv run pytest diff --git a/README.md b/README.md index 8dcc74e..14d4578 100644 --- a/README.md +++ b/README.md @@ -3,53 +3,79 @@ ![project: prototype](https://img.shields.io/badge/project-prototype-orange.svg "Project: Prototype") [![Build Status](https://github.com/eiri/echolalia/workflows/CI/badge.svg)](https://github.com/eiri/echolalia/actions) -Generate random data to test your application +Generate random data to test your application. + +## Requirements + +- Python 3.12 or 3.13 +- [uv](https://docs.astral.sh/uv/) ## Installation -Clone repo with `git clone https://github.com/eiri/echolalia-prototype.git`, create and active virtual environment with `python -m venv venv` and `. venv/bin/activate`, then install requirements with `pip install -r requirements.txt`. +```bash +git clone https://github.com/eiri/echolalia.git +cd echolalia +uv sync +``` + +`uv sync` creates the virtual environment and installs all dependencies. ## Usage ```bash -$ ./echolalia.py -c 2 -t templates/people.json -w stdout +$ uv run echolalia -c 2 -t templates/people.json [{"name": {"lastName": "Shannon", "firstName": "Rhonda"}, "tags": ["nihil", "fngheqnl", "impedit", "consequatur"], "age": 30, "state": "Hawaii, AR", "sex": "F", "phone": "03744269231", "single": true, "street": "4081 Sharon Ranch Apt. 197", "postcode": "ZIP: 02709-0053", "times": {"createdAt": "2017-02-13 13:14:08", "updatedAt": "2017-09-23 15:37:29"}, "email": "tiffany87@hotmail.com"}, {"name": {"lastName": "Hanson", "firstName": "Robert"}, "tags": ["quasi", "##tuesday###", "deserunt", "laborum"], "age": 104, "state": "Nevada, FL", "sex": "F", "phone": "(698)292-8761x6944", "single": false, "street": "3898 Alexandria Parkways", "postcode": "ZIP: 24439", "times": {"createdAt": "2017-05-03 03:16:21", "updatedAt": "2017-09-23 15:37:02"}, "email": "zfowler@hotmail.com"}] ``` ```bash -$ ./echolalia.py -c 2 -i name -i email=free_email -f csv +$ uv run echolalia -c 2 -i name -i email=free_email -f csv Bruce Day,lori09@yahoo.com Janice Turner,matthew72@sanders.com +``` + +To skip the `uv run` prefix, activate the virtualenv first: +```bash +source .venv/bin/activate +echolalia -c 2 -i name -i email=free_email -f csv +``` + +## Development + +```bash +uv sync --dev +uv run pytest ``` ## Templates -JSON document of expected structure where keys will be used as keys for generated document and values should be methods of [faker](https://github.com/joke2k/faker) library. If method suppose to get arguments, the value block should be defined as json object with "attr" for name of method and "args" for list of provided arguments. +Templates are JSON objects. Keys become keys in the generated document; values are [faker](https://github.com/joke2k/faker) method names. + +To pass arguments to a method, use an object with `"attr"` and `"args"`: -While template must be an object, the keys can take list of methods to generate arrays. For complex values mustash style of template can be used (e.g. `"{state}, {state_abbr}"`). Additional element "postprocess" can be used to run specified command over generated value. +```json +{ "birthday": { "attr": "date_of_birth", "args": [null, 18, 65] } } +``` + +A key's value can also be a list of methods, which produces an array. For composite strings, use mustache syntax: `"{state}, {state_abbr}"`. To transform the result after generation, add a `"postprocess"` key with a `str` method name. -Take a look at `templates/people.json` file for example. +See `templates/people.json` for a full example. ## Formatters -### Raw -Pass through, returns generated data as python object. -### JSON -Marshalls data to JSON. +**raw** — returns the data as a Python object, no serialization. -### CSV -Marshalls data to CSV format. If command line argument `--with_headers` provided adds as a first line a list of keys. Generated object more than 1 level of depth smashed into string +**json** — JSON output. -### YAML -Marshalls data in YAML. Collections always serialized in block style. +**csv** — CSV output. Pass `--with_header` to add a header row. Nested objects are flattened to strings. + +**yaml** — YAML output, always in block style. ## Writers -### StdOut -This is a basic plugin that just outputs generated data on the standard output. -### File -Output to a specified with `-o` or `--output` file. +**stdout** — prints to standard output (default). + +**file** — writes to a file; requires `-o`/`--output`. ## Licence diff --git a/echolalia.py b/echolalia.py deleted file mode 100755 index ed29da4..0000000 --- a/echolalia.py +++ /dev/null @@ -1,80 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -""" -Generate random data for your application -""" - -import argparse, logging, importlib -from echolalia.generator import Generator - -def add_args(): - parser = argparse.ArgumentParser( - description='Generate random data for your application') - parser.add_argument('-w', '--writer', type=str, default='stdout') - parser.add_argument('-f', '--format', type=str, default='json') - parser.add_argument('-c', '--count', type=int, default=1) - parser.add_argument('-v', '--verbose', action='store_true') - group = parser.add_mutually_exclusive_group(required=True) - group.add_argument('-t', '--template', type=str) - group.add_argument('-i', '--items', type=str, action='append', metavar='KEY=VALUE') - return parser - -def init_logging(verbose=False): - if verbose: - level = logging.DEBUG - else: - level = logging.ERROR - logging.basicConfig( - format='%(levelname)-9s %(funcName)s:%(lineno)d - %(message)s', - datefmt='%H:%M:%S', - level=level) - return logging.getLogger() - -def main(): - parser = add_args() - (args, _) = parser.parse_known_args() - - writer = args.writer - formatter = args.format - - mod = importlib.import_module('echolalia.writer.{}'.format(writer)) - writer = mod.Writer() - parser = writer.add_args(parser) - - mod = importlib.import_module('echolalia.formatter.{}er'.format(formatter)) - formatter = mod.Formatter() - parser = formatter.add_args(parser) - args = parser.parse_args() - - log = init_logging(verbose=args.verbose) - log.debug('Start') - - template = args.template - count = args.count - if template is None: - log.debug('Generating {} docs with {} item(s)'.format(count, len(args.items))) - items = {} - for item in args.items: - kv = item.split("=", 1) - if len(kv) == 2: - items[kv[0]] = kv[1] - else: - items[item] = item - generator = Generator(items=items) - else: - log.debug('Generating {} docs with template {}'.format(count, template)) - generator = Generator(template=template) - data = generator.generate(count) - - log.debug('Marshalling with formatter "{}"'.format(args.format)) - docs = formatter.marshall(args, data) - - log.debug('Writing with writer "{}"'.format(args.writer)) - writer.write(args, docs) - - log.debug('Done') - parser.exit(status=0) - -if __name__ == '__main__': - main() diff --git a/echolalia/__main__.py b/echolalia/__main__.py new file mode 100644 index 0000000..e196eb3 --- /dev/null +++ b/echolalia/__main__.py @@ -0,0 +1,88 @@ +#!/usr/bin/env python3 +""" +Generate random data for your application +""" + +import argparse +import importlib +import logging + + +def add_args(): + parser = argparse.ArgumentParser( + description="Generate random data for your application" + ) + parser.add_argument("-w", "--writer", type=str, default="stdout") + parser.add_argument("-f", "--format", type=str, default="json") + parser.add_argument("-c", "--count", type=int, default=1) + parser.add_argument("-v", "--verbose", action="store_true") + group = parser.add_mutually_exclusive_group(required=True) + group.add_argument("-t", "--template", type=str) + group.add_argument( + "-i", "--items", type=str, action="append", metavar="KEY=VALUE" + ) + return parser + + +def init_logging(verbose: bool = False) -> logging.Logger: + level = logging.DEBUG if verbose else logging.ERROR + logging.basicConfig( + format="%(levelname)-9s %(funcName)s:%(lineno)d - %(message)s", + datefmt="%H:%M:%S", + level=level, + ) + return logging.getLogger() + + +def main() -> None: + from echolalia.generator import Generator + + parser = add_args() + args, _ = parser.parse_known_args() + + writer_name = args.writer + formatter_name = args.format + + writer_mod = importlib.import_module(f"echolalia.writer.{writer_name}") + writer = writer_mod.Writer() + parser = writer.add_args(parser) + + formatter_mod = importlib.import_module(f"echolalia.formatter.{formatter_name}er") + formatter = formatter_mod.Formatter() + parser = formatter.add_args(parser) + + args = parser.parse_args() + log = init_logging(verbose=args.verbose) + log.debug("Start") + + template = args.template + count = args.count + + if template is None: + log.debug("Generating %d docs with %d item(s)", count, len(args.items)) + items: dict[str, str] = {} + for item in args.items: + kv = item.split("=", 1) + if len(kv) == 2: + items[kv[0]] = kv[1] + else: + items[item] = item + generator = Generator(items=items) + else: + log.debug("Generating %d docs with template %s", count, template) + generator = Generator(template=template) + + data = generator.generate(count) + + log.debug('Marshalling with formatter "%s"', args.format) + docs = formatter.marshall(args, data) + + log.debug('Writing with writer "%s"', args.writer) + writer.write(args, docs) + + log.debug("Done") + parser.exit(status=0) + + +if __name__ == "__main__": + main() diff --git a/echolalia/formatter/csver.py b/echolalia/formatter/csver.py index 0064923..5c6e016 100644 --- a/echolalia/formatter/csver.py +++ b/echolalia/formatter/csver.py @@ -1,20 +1,22 @@ -import io, csv +import csv +import io + class Formatter: - def __init__(self): - return None + def __init__(self) -> None: + pass - def add_args(self, parser): - parser.add_argument('--with_header', action='store_true') - return parser + def add_args(self, parser): + parser.add_argument("--with_header", action="store_true") + return parser - def marshall(self, args, data): - output = io.StringIO() - keys = data[0].keys() - writer = csv.DictWriter(output, fieldnames=keys) - if args.with_header: - writer.writeheader() - for doc in data: - writer.writerow(doc) - return output.getvalue() + def marshall(self, args, data) -> str: + output = io.StringIO() + keys = data[0].keys() + writer = csv.DictWriter(output, fieldnames=keys) + if args.with_header: + writer.writeheader() + for doc in data: + writer.writerow(doc) + return output.getvalue() diff --git a/echolalia/formatter/jsoner.py b/echolalia/formatter/jsoner.py index e46f8a3..5261b83 100644 --- a/echolalia/formatter/jsoner.py +++ b/echolalia/formatter/jsoner.py @@ -1,12 +1,13 @@ import json + class Formatter: - def __init__(self): - return None + def __init__(self) -> None: + pass - def add_args(self, parser): - return parser + def add_args(self, parser): + return parser - def marshall(self, args, data): - return json.dumps(data) + def marshall(self, args, data) -> str: + return json.dumps(data) diff --git a/echolalia/formatter/rawer.py b/echolalia/formatter/rawer.py index 7f82f0c..0903a42 100644 --- a/echolalia/formatter/rawer.py +++ b/echolalia/formatter/rawer.py @@ -1,10 +1,10 @@ class Formatter: - def __init__(self): - return None + def __init__(self) -> None: + pass - def add_args(self, parser): - return parser + def add_args(self, parser): + return parser - def marshall(self, args, data): - return data + def marshall(self, args, data): + return data diff --git a/echolalia/formatter/yamler.py b/echolalia/formatter/yamler.py index 2d878bc..4da6a3d 100644 --- a/echolalia/formatter/yamler.py +++ b/echolalia/formatter/yamler.py @@ -1,12 +1,13 @@ import yaml + class Formatter: - def __init__(self): - return None + def __init__(self) -> None: + pass - def add_args(self, parser): - return parser + def add_args(self, parser): + return parser - def marshall(self, args, data): - return yaml.safe_dump(data, default_flow_style=False) + def marshall(self, args, data) -> str: + return yaml.safe_dump(data, default_flow_style=False) diff --git a/echolalia/generator.py b/echolalia/generator.py index 8168ce8..9b4f3ec 100644 --- a/echolalia/generator.py +++ b/echolalia/generator.py @@ -1,138 +1,126 @@ -import os, re, logging, json -from faker import Factory +import json +import logging +import os +import re +from typing import Any + +from faker import Faker -class Generator: - def generate(self, count): - return [self.doc() for _ in range(count)] +class Generator: + """Generate fake data documents from a template or item list.""" + def __init__( + self, + template: str | None = None, + items: dict[str, str] | list[str] | None = None, + ) -> None: + if template is None and items is None: + raise ValueError('missing required arguments "template" or "items"') + self.log = logging.getLogger(__name__) + self.fake = Faker() + if template is None: + tpl = self.create_template(items) # type: ignore[arg-type] + else: + tpl = self.read_template(template) + self.set_template(tpl) - def __init__(self, template=None, items=None): - if template is None and items is None: - raise ValueError('missing required arguments "template" or "items"') - self.log = logging.getLogger(__name__) - self.fake = Factory.create() - if template is None: - template = self.create_template(items) - else: - template = self.read_template(template) - self.set_template(template) - return None + def generate(self, count: int) -> list[dict[str, Any]]: + return [self.doc() for _ in range(count)] - def normalize_to_json_type(self, value): - known_types = (list, dict, str, int, float, bool, type(None)) - if not isinstance(value, known_types): - value = str(value) - return value + def normalize_to_json_type(self, value: Any) -> Any: + known_types = (list, dict, str, int, float, bool, type(None)) + if not isinstance(value, known_types): + value = str(value) + return value - def do_postprocess(self, value, pplist): - value = str(value) - for pp in pplist: - if isinstance(pp, dict): - attr = pp['attr'] - args = [value] - args.extend(pp['args']) - else: - attr = pp - args = [value] - if not hasattr(str, attr): - continue - fun = getattr(str, attr) - value = fun(*args) - return value + def do_postprocess(self, value: Any, pplist: list) -> str: + value = str(value) + for pp in pplist: + if isinstance(pp, dict): + attr = pp["attr"] + args = [value, *pp["args"]] + else: + attr = pp + args = [value] + if not hasattr(str, attr): + continue + fun = getattr(str, attr) + value = fun(*args) + return value - def parse_attr(self, string): - attrs = re.findall(r'{(\w+)}', string) - if len(attrs) > 0: - return(string, attrs) - else: - return ('{{{}}}'.format(string), [string]) + def parse_attr(self, string: str) -> tuple[str, list[str]]: + attrs = re.findall(r"{(\w+)}", string) + if attrs: + return (string, attrs) + return (f"{{{string}}}", [string]) - def preprocess_value(self, tpl): - if isinstance(tpl, str): - (frmt, attr) = self.parse_attr(tpl) - post_tpl = {'frmt': frmt, 'attr': attr, 'args': ()} - elif isinstance(tpl, dict): - if 'attr' in tpl: - if not isinstance(tpl['attr'], list): - (frmt, attr) = self.parse_attr(tpl['attr']) - tpl['attr'] = attr - if not 'frmt' in tpl: - tpl['frmt'] = frmt - else: - if not 'frmt' in tpl: - frmt = [] - for attr in tpl['attr']: - frmt.append('{{{}}}'.format(attr)) - tpl['frmt'] = " ".join(frmt) - if not 'args' in tpl: - tpl['args'] = () - if 'postprocess' in tpl and not isinstance(tpl['postprocess'], list): - tpl['postprocess'] = [tpl['postprocess']] - post_tpl = tpl - else: - post_tpl = self.preprocess_template(tpl) - else: - post_tpl = [self.preprocess_value(value) for value in tpl] - return post_tpl + def preprocess_value(self, tpl: Any) -> Any: + if isinstance(tpl, str): + frmt, attr = self.parse_attr(tpl) + return {"frmt": frmt, "attr": attr, "args": ()} + if isinstance(tpl, dict): + if "attr" in tpl: + if not isinstance(tpl["attr"], list): + frmt, attr = self.parse_attr(tpl["attr"]) + tpl["attr"] = attr + if "frmt" not in tpl: + tpl["frmt"] = frmt + else: + if "frmt" not in tpl: + tpl["frmt"] = " ".join(f"{{{a}}}" for a in tpl["attr"]) + tpl.setdefault("args", ()) + if "postprocess" in tpl and not isinstance(tpl["postprocess"], list): + tpl["postprocess"] = [tpl["postprocess"]] + return tpl + return self.preprocess_template(tpl) + return [self.preprocess_value(v) for v in tpl] - def preprocess_template(self, tpl): - items = tpl.items() - post_tpl = {key: self.preprocess_value(value) for key, value in items} - return post_tpl + def preprocess_template(self, tpl: dict) -> dict: + return {key: self.preprocess_value(value) for key, value in tpl.items()} - def set_template(self, template): - self.template = self.preprocess_template(template) - return True + def set_template(self, template: dict) -> None: + self.template = self.preprocess_template(template) - def read_template(self, template): - if os.path.isfile(template): - template_file = template - else: - raise ValueError("Can't find template file {}".format(template)) - template_file = 'templates/{}.json'.format(template) - self.log.debug('Reading template {}'.format(template_file)) - with open(template_file) as tpl: - template = json.load(tpl) - return template + def read_template(self, template: str) -> dict: + if not os.path.isfile(template): + raise ValueError(f"Can't find template file {template}") + self.log.debug("Reading template %s", template) + with open(template) as fh: + return json.load(fh) - def create_template(self, items): - template = {} - self.log.debug('Creating template for {} item(s)'.format(len(items))) - for item in items: - template[item] = item - return template + def create_template(self, items: dict[str, str] | list[str]) -> dict: + self.log.debug("Creating template for %d item(s)", len(items)) + if isinstance(items, list): + return {item: item for item in items} + return dict(items) - def generate_value(self, tpl): - if isinstance(tpl, list): - value = [self.generate_value(value) for value in tpl] - elif 'attr' in tpl: - frmt = tpl['frmt'] - args = tpl['args'] - values = {} - for attr in tpl['attr']: - if not hasattr(self.fake, attr): - raise ValueError('Unknown fake method {}'.format(attr)) - fun = getattr(self.fake, attr) - values[attr] = fun(*args) - first_value = list(values.values())[0] - if len(values) > 1 or isinstance(first_value, str): - value = frmt.format(**values) - else: - value = first_value - else: - value = self.doc(tpl) - value = self.normalize_to_json_type(value) - if isinstance(tpl, dict) and 'postprocess' in tpl: - value = self.do_postprocess(value, tpl['postprocess']) - return value + def generate_value(self, tpl: Any) -> Any: + if isinstance(tpl, list): + return [self.generate_value(v) for v in tpl] + if "attr" in tpl: + frmt: str = tpl["frmt"] + args: tuple = tpl["args"] + values: dict[str, Any] = {} + for attr in tpl["attr"]: + if not hasattr(self.fake, attr): + raise ValueError(f"Unknown fake method {attr}") + values[attr] = getattr(self.fake, attr)(*args) + first_value = next(iter(values.values())) + if len(values) > 1 or isinstance(first_value, str): + value = frmt.format(**values) + else: + value = first_value + else: + value = self.doc(tpl) + value = self.normalize_to_json_type(value) + if isinstance(tpl, dict) and "postprocess" in tpl: + value = self.do_postprocess(value, tpl["postprocess"]) + return value - def doc(self, tpl=None): - if tpl is None: - items = self.template.items() - else: - items = tpl.items() - doc = {key: self.generate_value(value) for key, value in items} - if tpl is None: - self.log.debug('Generated doc {}'.format(doc)) - return doc + def doc(self, tpl: dict | None = None) -> dict[str, Any]: + items = (self.template if tpl is None else tpl).items() + result = {key: self.generate_value(value) for key, value in items} + if tpl is None: + self.log.debug("Generated doc %s", result) + return result diff --git a/echolalia/writer/file.py b/echolalia/writer/file.py index fa4be20..7cbf635 100644 --- a/echolalia/writer/file.py +++ b/echolalia/writer/file.py @@ -1,16 +1,12 @@ -from __future__ import print_function -import sys - class Writer: - def __init__(self): - return None - - def add_args(self, parser): - parser.add_argument('-o', '--output', type=str, required=True) - return parser + def __init__(self) -> None: + pass - def write(self, args, docs): - with open(args.output, 'w') as f: - print(docs, file=f) + def add_args(self, parser): + parser.add_argument("-o", "--output", type=str, required=True) + return parser + def write(self, args, docs) -> None: + with open(args.output, "w") as f: + print(docs, file=f) diff --git a/echolalia/writer/stdout.py b/echolalia/writer/stdout.py index 9ba13d2..0b76322 100644 --- a/echolalia/writer/stdout.py +++ b/echolalia/writer/stdout.py @@ -1,14 +1,13 @@ -from __future__ import print_function import sys -class Writer: - def __init__(self): - return None +class Writer: - def add_args(self, parser): - return parser + def __init__(self) -> None: + pass - def write(self, args, docs): - print(docs, file=sys.stdout) + def add_args(self, parser): + return parser + def write(self, args, docs) -> None: + print(docs, file=sys.stdout) diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..f7d406c --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,37 @@ +[project] +name = "echolalia" +version = "0.1.0" +description = "Generate random data" +readme = "README.md" +license = { file = "LICENSE" } +requires-python = ">=3.12" +dependencies = [ + "faker>=24.0.0", + "pyyaml>=6.0", +] + +[project.scripts] +echolalia = "echolalia.__main__:main" + +[dependency-groups] +dev = [ + "pytest>=8.0.0", + "pytest-cov>=5.0.0", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["echolalia"] + +[tool.pytest.ini_options] +testpaths = ["tests"] +addopts = "--cov=echolalia --cov-report=term-missing" + +[tool.coverage.run] +source = ["echolalia"] + +[tool.coverage.report] +show_missing = true 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