← back to FashionCrawler
initial scaffold (gitify-all 2026-05-06)
d82ddf353c71c3210d99f1013f00b1cd2c09f9ac · 2026-05-06 10:25:05 -0700 · Steve Abrams
Files touched
A .gitignoreA .pylintrcA .vscode/settings.jsonA LICENSEA README.mdA TODO.mdA dev/scripts/sync_requirements.pyA fashioncrawler/__init__.pyA fashioncrawler/extractor/__init__.pyA fashioncrawler/extractor/base_data_extractor.pyA fashioncrawler/extractor/depop_data_extractor.pyA fashioncrawler/extractor/grailed_data_extractor.pyA fashioncrawler/resources/config/config.yamlA fashioncrawler/resources/templates/base_template.html.j2A fashioncrawler/resources/templates/depop_subtemplate.html.j2A fashioncrawler/resources/templates/grailed_subtemplate.html.j2A fashioncrawler/resources/templates/style.cssA fashioncrawler/scraper/__init__.pyA fashioncrawler/scraper/base_scraper.pyA fashioncrawler/scraper/depop_scraper.pyA fashioncrawler/scraper/grailed_scraper.pyA fashioncrawler/scraper/stockx_scraper.pyA fashioncrawler/utils/__init__.pyA fashioncrawler/utils/html_renderer.pyA fashioncrawler/utils/io_utils.pyA fashioncrawler/utils/logger_config.pyA fashioncrawler/utils/utils.pyA main.pyA poetry.lockA pyproject.tomlA requirements.txt
Diff
commit d82ddf353c71c3210d99f1013f00b1cd2c09f9ac
Author: Steve Abrams <steve@designerwallcoverings.com>
Date: Wed May 6 10:25:05 2026 -0700
initial scaffold (gitify-all 2026-05-06)
---
.gitignore | 175 +++
.pylintrc | 20 +
.vscode/settings.json | 4 +
LICENSE | 201 +++
README.md | 112 ++
TODO.md | 10 +
dev/scripts/sync_requirements.py | 32 +
fashioncrawler/__init__.py | 21 +
fashioncrawler/extractor/__init__.py | 15 +
fashioncrawler/extractor/base_data_extractor.py | 84 ++
fashioncrawler/extractor/depop_data_extractor.py | 364 +++++
fashioncrawler/extractor/grailed_data_extractor.py | 226 +++
fashioncrawler/resources/config/config.yaml | 20 +
.../resources/templates/base_template.html.j2 | 18 +
.../resources/templates/depop_subtemplate.html.j2 | 20 +
.../templates/grailed_subtemplate.html.j2 | 17 +
fashioncrawler/resources/templates/style.css | 75 +
fashioncrawler/scraper/__init__.py | 17 +
fashioncrawler/scraper/base_scraper.py | 344 +++++
fashioncrawler/scraper/depop_scraper.py | 493 +++++++
fashioncrawler/scraper/grailed_scraper.py | 193 +++
fashioncrawler/scraper/stockx_scraper.py | 18 +
fashioncrawler/utils/__init__.py | 24 +
fashioncrawler/utils/html_renderer.py | 62 +
fashioncrawler/utils/io_utils.py | 428 ++++++
fashioncrawler/utils/logger_config.py | 72 +
fashioncrawler/utils/utils.py | 75 +
main.py | 78 ++
poetry.lock | 1444 ++++++++++++++++++++
pyproject.toml | 50 +
requirements.txt | 47 +
31 files changed, 4759 insertions(+)
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..bb8faf4
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,175 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+# For a library or package, you might want to ignore these files since the code is
+# intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+# in version control.
+# https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+output/
+logs/
+
+logger.py
+dev/charts/
+profile_results.txt
+testing/
+node_modules/
+.env.local
+.env.*.local
+.env.*
+tmp/
+.DS_Store
+.next/
+*.bak
diff --git a/.pylintrc b/.pylintrc
new file mode 100644
index 0000000..38cf6ae
--- /dev/null
+++ b/.pylintrc
@@ -0,0 +1,20 @@
+[MASTER]
+persistent=no
+jobs=1 # >1 hides results
+
+[MESSAGES CONTROL]
+disable=line-too-long,
+ super-init-not-called,
+ c-extension-no-member,
+ arguments-differ,
+ logging-fstring-interpolation,
+
+enable=logging-not-lazy
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+ XXX,
+ TODO
+ignore=/opt/homebrew
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..a9eefd1
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,4 @@
+{
+ "python.analysis.typeCheckingMode": "basic",
+ "python.analysis.autoImportCompletions": false,
+}
\ No newline at end of file
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..261eeb9
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+ Apache License
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..340f5bc
--- /dev/null
+++ b/README.md
@@ -0,0 +1,112 @@
+# Web Scraper for Fashion Marketplace Sites
+
+A Python tool for scraping multiple shopping websites such as Grailed, Depop, GOAT, and STOCKx (maybe more).
+
+## Table of Contents
+
+- [Introduction](#introduction)
+- [Installation](#installation)
+- [Usage](#usage)
+- [Contributing](#contributing)
+- [License](#license)
+
+
+## Introduction
+
+This project aims to provide a convenient interface to scraping product listings and related data from various online shopping platforms.
+
+This originated from my AP Computer Science Principles project which was just a Grailed scraper, and I wished to expand it to more sites so I created this.
+The original is [here](https://github.com/peppapig450/final-create-task-scraping).
+
+
+## Project Plan
+
+#### To-Do List / Possible Features:
+
+- [X] Implement logging
+
+- [X] Implement Depop data extraction and scraping.
+
+- [X] Figure out how we're gonna handle the respective scrapers. [Line 10](https://github.com/peppapig450/FashionCrawler/blob/main/main.py#L10)
+
+- [X] Refactor directory structure to the type found [here](https://github.com/peppapig450/FashionCrawler/tree/refactor/packaging-layout)
+
+- [ ] Figure out a way to visualize the data (Html)
+
+- [ ] Feature to specify how many items we want to scrape (command line and config file)
+
+- [ ] Implement Stockx data extraction and scraping.
+
+- [ ] Instead of scraping Stockx for market data use their api. (maybe use go for speed)
+
+- [ ] Options to filter the dataframe by a category
+
+- [ ] Process the outputted files and filter or maybe display visually
+
+- [ ] Add headless mode and Print progress updates to stdout
+
+- [X] Keep poetry and requirements.txt synchronized
+
+## Installation
+
+Install using [Poetry](https://python-poetry.org/) __(recommended)__:
+
+```bash
+# clone repository
+git clone https://github.com/peppapig450/FashionCrawler
+
+# switch to directory
+cd FashionCrawler
+
+# install dependencies
+poetry install
+```
+
+Install using a virtual environment:
+
+```bash
+# clone repository
+git clone https://github.com/peppapig450/FashionCrawler
+
+# switch to directory
+cd FashionCrawler
+
+# setup and activate virtual environment
+python3 -m venv venv && source venv/bin/activate
+
+# install dependencies
+pip install -r requirements.txt
+```
+
+## Usage
+Below are the available options for running the scraper.
+
+### Options:
+
+#### Site Selection:
+ - By default, all supported sites are enabled, or it uses the sites specified in the `config.yaml` file.
+ - `--enabled-site ENABLE_SITE`: Enable specific site(s) by providing a comma-seperated list of supported site names.
+ - `--disabled-site DISABLE_SITE`: Disable specific site(s) by providing a comma-seperated list of supporte site names.
+
+#### Search Options:
+- `-s SEARCH`, `--search SEARCH`: Specify a search query to scrape for.
+
+#### Output Options:
+- If no output option is specified, the scraper prints the result as a table on the command line.
+- `-j`, `--json`: Output the result as JSON.
+- `-c`, `--csv`: Output the result as CSV.
+- `-y`, `--yaml`: Output the result as YAML.
+- `-o OUTPUT`, `--output OUTPUT`: Specify the output file name (without extension).
+- `--output-dir OUTPUT_DIR`: Specify the output directory.
+
+### Example Usage:
+
+To enable only Grailed and Depop sites, search for "Nike Air Force", and output the result as JSON to a file named "output.json" in the "data" directory, the command would be:
+
+```bash
+poetry run python main.py --enable-site Grailed,Depop --search "Nike Air Force" -j -o output --output-dir data
+```
+
+## License
+
+[Apache License 2.0](LICENSE)
\ No newline at end of file
diff --git a/TODO.md b/TODO.md
new file mode 100644
index 0000000..b22c053
--- /dev/null
+++ b/TODO.md
@@ -0,0 +1,10 @@
+# TODO
+
+- [x] Add feature to make sure that the term in the search bar is proper before searching. (Depop)
+- [x] Extract if the size is UK or US
+- [x] Clean up description for depop maybe extract the little tag things.
+- [X] Multiple output formats
+- [x] choose to save html to file or display it on server.
+- [x] Create issues for these todo items
+- [x] XML output
+- [x] Timestamp output formats
\ No newline at end of file
diff --git a/dev/scripts/sync_requirements.py b/dev/scripts/sync_requirements.py
new file mode 100644
index 0000000..f40b5c6
--- /dev/null
+++ b/dev/scripts/sync_requirements.py
@@ -0,0 +1,32 @@
+from pathlib import Path
+
+import tomlkit
+
+
+def parse_packages_from_poetry(poetry_lock_file: Path):
+ packages = []
+ with open(poetry_lock_file, "r", encoding="utf-8") as file:
+ toml_content = file.read()
+ parsed_toml = tomlkit.parse(toml_content)
+
+ for package in parsed_toml["package"]: # type: ignore
+ package_name = package["name"]
+ package_version = package["version"]
+ packages.append((f"{package_name}=={package_version}\n"))
+
+ return packages
+
+
+def write_to_requirements_txt(package_strings, requirements_txt_file: Path):
+ with open(requirements_txt_file, "w", encoding="utf-8") as file:
+ for package in package_strings:
+ file.write(package)
+
+
+if __name__ == "__main__":
+ script_dir = Path(__file__).resolve().parent.parent
+ poetry_lock_file = script_dir.parent / "poetry.lock"
+ package_strings = parse_packages_from_poetry(poetry_lock_file)
+
+ requirements_txt_file = script_dir.parent / "requirements.txt"
+ write_to_requirements_txt(package_strings, requirements_txt_file)
diff --git a/fashioncrawler/__init__.py b/fashioncrawler/__init__.py
new file mode 100644
index 0000000..c1322f4
--- /dev/null
+++ b/fashioncrawler/__init__.py
@@ -0,0 +1,21 @@
+"""
+Fashion Crawler Package
+=======================
+
+This package provides functionality for crawling and extracting data from fashion-related websites
+
+Subpackages:
+- scraper: Contains modules for scraping data from fashion-related websites.
+- extractor: Contains modules for extracting data from fashion-related websites.
+- utils: Contains miscellaneous utility functions.
+
+Modules:
+- scraper: Implements web scraping functionality for fashion-related websites.
+- extractor: Provides functionality for data extraction from fashion-related websites.
+- utils: Contains miscellaneous utility functions.
+
+"""
+
+from . import scraper
+from . import extractor
+from . import utils
diff --git a/fashioncrawler/extractor/__init__.py b/fashioncrawler/extractor/__init__.py
new file mode 100644
index 0000000..ff0f71b
--- /dev/null
+++ b/fashioncrawler/extractor/__init__.py
@@ -0,0 +1,15 @@
+"""
+Extractor Package
+=======================
+
+This package provides functionality for extracting data fashion-related websites.
+
+Modules:
+- base_data_extractor: Defines a base class for extracting data from web pages and storing it in a Pandas DataFrame.
+- grailed_data_extractor: Implements data extraction from the Grailed website.
+- depop_data_extractor: Implements data extraction from the Depop website.
+"""
+
+from .base_data_extractor import BaseDataExtractor
+from .grailed_data_extractor import GrailedDataExtractor
+from .depop_data_extractor import DepopDataExtractor
diff --git a/fashioncrawler/extractor/base_data_extractor.py b/fashioncrawler/extractor/base_data_extractor.py
new file mode 100644
index 0000000..4bafb53
--- /dev/null
+++ b/fashioncrawler/extractor/base_data_extractor.py
@@ -0,0 +1,84 @@
+"""
+Base Data Extractor Module
+==========================
+
+This module provides a base class for extracting data from web pages and storing it in a Pandas DataFrame.
+
+Dependencies:
+- abc: Abstract Base Classes module for defining abstract methods.
+- pandas: Library for data manipulation and analysis.
+- soupsieve: A CSS selector library for BeautifulSoup.
+- BeautifulSoup: Library for parsing HTML and XML documents.
+- lxml: A Pythonic XML and HTML processing library.
+- fashioncrawler.utils.logger_config: Configuration for logging.
+
+Classes:
+- BaseDataExtractor: Base class for extracting data from web pages and storing it in a Pandas DataFrame.
+
+Methods:
+- __init__(self, driver, config): Initializes the BaseDataExtractor with the WebDriver instance and configuration.
+- get_page_soup(self, page_source): Parses the page source and returns a BeautifulSoup object.
+- extract_data_to_dataframe(self, data_extraction_functions): Abstract method to extract data from the web page and store it in a Pandas DataFrame.
+"""
+
+from abc import abstractmethod
+
+import pandas
+import soupsieve as sv
+from bs4 import BeautifulSoup
+from lxml import etree
+
+from fashioncrawler.utils.logger_config import configure_logger
+
+
+class BaseDataExtractor:
+ """
+ Base class for extracting data from web pages and storing it in a Pandas DataFrame.
+
+ Attributes:
+ - driver: WebDriver instance used for scraping.
+ - page_source: HTML source of the web page.
+ - soup: BeautifulSoup object representing the parsed HTML of the web page.
+
+ Methods:
+ - __init__(self, driver): Initializes the BaseDataExtractor with the WebDriver instance.
+ - get_page_soup(self): Parses the page source and returns a BeautifulSoup object.
+ - extract_data_to_dataframe(self, data_extraction_functions): Abstract method to extract data from the web page and store it in a Pandas DataFrame.
+ """
+
+ def __init__(self, driver, config):
+ self.driver = driver
+ self.page_source = driver.page_source
+ self.logger = configure_logger()
+ self.config = config
+
+ if any(format in self.config["output_formats"] for format in ("html", "pdf")):
+ self.get_image_links = True
+
+ def get_page_soup(self, page_source):
+ """
+ Parse the HTML page source and return a BeautifulSoup object.
+
+ Returns:
+ - soup: BeautifulSoup object representing the parsed HTML of the web page.
+ """
+ parser = etree.HTMLParser()
+ return BeautifulSoup(page_source, "lxml", parser=parser)
+
+ @abstractmethod
+ def extract_data_to_dataframe(self, data_extraction_functions):
+ """
+ Extract data from the BeautifulSoup object and store it in a Pandas DataFrame.
+
+ Args:
+ - data_extraction_functions: A dictionary mapping column names to functions that extract data for those columns.
+
+ Returns:
+ - df: The Pandas DataFrame containing the extracted data.
+ """
+ extracted_data = {}
+ for column, func in data_extraction_functions.items():
+ extracted_data[column] = func()
+
+ df = pandas.DataFrame.from_dict(data_extraction_functions)
+ return df
diff --git a/fashioncrawler/extractor/depop_data_extractor.py b/fashioncrawler/extractor/depop_data_extractor.py
new file mode 100644
index 0000000..a3bad8e
--- /dev/null
+++ b/fashioncrawler/extractor/depop_data_extractor.py
@@ -0,0 +1,364 @@
+"""
+Depop Data Extractor Module
+============================
+
+This module provides a class for extracting data from Depop.
+
+Dependencies:
+- typing: Type hinting module for defining type hints.
+- pandas: Library for data manipulation and analysis.
+- soupsieve: A CSS selector library for BeautifulSoup.
+- BeautifulSoup: Library for parsing HTML and XML documents.
+- lxml: A Pythonic XML and HTML processing library.
+- fashioncrawler.scraper.depop_scraper: DepopScraper class for scraping Depop pages.
+- fashioncrawler.utils: Utility functions for data conversion and manipulation.
+- .base_data_extractor: BaseDataExtractor class for extracting data from web pages.
+
+Classes:
+- DepopDataExtractor: Class for extracting data from Depop.
+
+Methods:
+- __init__(self, config, driver=None): Initializes a DepopDataExtractor object.
+- get_page_soup(self, page_source=None): Gets the BeautifulSoup instance of the current page source.
+- extract_data_to_dataframe(self) -> pandas.DataFrame: Extracts data from item links obtained by `get_item_links` method and returns a DataFrame.
+- get_item_links(self): Retrieves a list of item links from the current page.
+- extract_data_from_item_links(self, links): Extracts data from a list of item links.
+- extract_data(self, page_source, url): Extracts data from a single item page.
+- extract_item_title(self) -> List[str]: Extracts the title of the item.
+- extract_item_price(self) -> List[str]: Extracts the price of the item.
+- extract_item_seller(self) -> List[str]: Extracts the seller of the item.
+- extract_item_description(self): Extracts the description of the item.
+- extract_item_condition(self) -> List[str]: Extracts the condition of the item.
+- extract_item_size(self): Extracts the size of the item.
+- extract_item_time_posted(self): Extracts the time when the item was listed.
+"""
+
+from typing import List
+
+import pandas as pd
+import soupsieve as sv
+from bs4 import BeautifulSoup
+from lxml import etree
+
+from fashioncrawler.scraper.depop_scraper import DepopScraper
+from fashioncrawler.utils import Utils
+
+from .base_data_extractor import BaseDataExtractor
+
+
+# TODO: Extract the info about how many ppl have it in their bags etc
+class DepopDataExtractor(BaseDataExtractor):
+ """
+ Class for extracting data from Depop.
+
+ Inherits from BaseDataExtractor.
+
+ Attributes:
+ driver: Selenium WebDriver instance for interacting with the web pages.
+
+ Methods:
+ - __init__(driver): Initializes a DepopDataExtractor object.
+ - get_page_soup(): Gets the BeautifulSoup instance of the current page source.
+ - extract_data_to_dataframe(): Extracts data from item links and returns a DataFrame.
+ - get_item_links(): Retrieves a list of item links from the current page.
+ - extract_data_from_item_links(links): Extracts data from a list of item links.
+ - extract_data(url): Extracts data from a single item page.
+ - extract_item_title(): Extracts the title of the item.
+ - extract_item_price(): Extracts the price of the item.
+ - extract_item_seller(): Extracts the seller of the item.
+ - extract_item_description(): Extracts the description of the item.
+ - extract_item_condition(): Extracts the condition of the item.
+ - extract_item_size(): Extracts the size of the item.
+ - extract_item_time_posted(): Extracts the time when the item was listed.
+ """
+
+ def __init__(self, config, driver=None):
+ """
+ Initializes a DepopDataExtractor object.
+
+ Args:
+ driver: Selenium WebDriver instance for interacting with the web pages.
+ """
+ if driver:
+ super().__init__(driver, config)
+ self.driver = driver
+ self.count = config["count"]
+ else:
+ super().__init__(driver, config)
+
+ # get the soup instance we're gonna use to scrape the links off of
+ def get_page_soup(self, page_source=None):
+ """
+ Gets the BeautifulSoup instance of the current page source.
+
+ Returns:
+ BeautifulSoup instance of the current page source.
+ """
+ parser = etree.HTMLParser
+
+ if page_source:
+ return BeautifulSoup(page_source, "lxml", parser=parser)
+ else:
+ return BeautifulSoup(self.driver.page_source, "lxml", parser=parser)
+
+ def extract_data_to_dataframe(self) -> pd.DataFrame:
+ """
+ Extracts data from item links obtained by `get_item_links` method and returns a DataFrame.
+
+ This method retrieves item links using the `get_item_links` method, then extracts
+ data from these links using the `extract_data_from_item_links` method. The extracted
+ data is returned as a DataFrame.
+
+ Returns:
+ - pandas.DataFrame: Extracted data as a DataFrame.
+
+ Example:
+ extractor = DepopDataExtractor(driver)
+ dataframe = extractor.extract_data_to_dataframe()
+ """
+ item_links = self.get_item_links()
+ df = self.extract_data_from_item_links(item_links)
+ return df
+
+ def get_item_links(self):
+ """
+ Retrieves a list of item links from the current page.
+
+ Returns:
+ List of item links extracted from the current page.
+ """
+ self.logger.debug("Retrieving Depop item links.")
+ soup = self.get_page_soup()
+
+ links = list(
+ map(
+ lambda item_link: f"https://depop.com{item_link.get('href')}",
+ sv.select(".styles__ProductCard-sc-4aad5806-4.ffvUlI", soup),
+ )
+ )[: self.count]
+
+ self.logger.debug(f"Found {len(links)} item links.")
+ return links
+
+ def extract_data_from_item_links(self, links):
+ """
+ Extracts data from a list of item links.
+
+ Args:
+ links: List of item links.
+
+ Returns:
+ DataFrame containing extracted data from the item links.
+ """
+ all_data = {
+ "Title": [],
+ "Price": [],
+ "Seller": [],
+ "Size": [],
+ "Condition": [],
+ "Description": [],
+ "Posted Time": [],
+ "Listing Link": [],
+ }
+
+ if hasattr(self, "html"):
+ all_data["Image Link"] = []
+
+ page_sources = DepopScraper.get_page_sources_concurrently(links)
+
+ for url, source in page_sources.items():
+ if source:
+ item_data = self.extract_data(source, url)
+ for key, value in item_data.items():
+ if key == "Listing Link":
+ all_data[key].append(value)
+ else:
+ all_data[key].extend(value)
+ else:
+ self.logger.error(
+ f"Failed to retrieve page source for listing link: {url}"
+ )
+
+ self.logger.debug("Extraction from item links completed.")
+ return pd.DataFrame.from_dict(all_data)
+
+ def extract_data(self, page_source, url):
+ """
+ Extracts data from a single item page.
+
+ Args:
+ url: URL of the item page.
+
+ Returns:
+ Dictionary containing extracted data from the item page.
+ """
+ self.logger.debug(f"Extracting data from item page: {url}")
+ self.soup = self.get_page_soup(page_source)
+
+ data_extraction_functions = {
+ "Title": self.extract_item_title,
+ "Price": self.extract_item_price,
+ "Seller": self.extract_item_seller,
+ "Size": self.extract_item_size,
+ "Condition": self.extract_item_condition,
+ "Description": self.extract_item_description,
+ "Posted Time": self.extract_item_time_posted,
+ "Listing Link": lambda: url,
+ }
+
+ if hasattr(self, "get_image_links"):
+ data_extraction_functions["Image Link"] = self.extract_item_image_link
+
+ extracted_data = {}
+ for column, func in data_extraction_functions.items():
+ extracted_data[column] = func()
+
+ self.logger.debug("Data extraction from item page completed.")
+ return extracted_data
+
+ def extract_item_title(self) -> List[str]:
+ """
+ Extracts the title of the item.
+
+ Returns:
+ List containing the title of the item.
+ """
+ return list(
+ title.text.strip()
+ for title in sv.select(
+ "div.ProductDetailsSticky-styles__DesktopKeyProductInfo-sc-17bd7b59-9.bKazye > h1",
+ self.soup,
+ )
+ )
+
+ def extract_item_price(self) -> List[str]:
+ """
+ Extracts the price of the item.
+
+ Returns:
+ List containing the price of the item.
+ """
+ prices = []
+
+ # select both the discount and full prices if they exist using pseudo-class
+ price_elements = sv.select(
+ 'div.ProductDetailsSticky-styles__StyledProductPrice-sc-17bd7b59-4.qJnzl > div > p:is([aria-label="Full price"], [aria-label="Discounted price"], [aria-label="Price"])',
+ self.soup,
+ )
+
+ for price_element in price_elements:
+ if price_element.get("aria-label") in ("Full price", "Price"):
+ prices.append(price_element.text.strip())
+ return prices
+ elif price_element.get("aria-label") == "Discounted price":
+ prices.append(price_element.text.strip())
+ return prices
+
+ return prices
+
+ def extract_item_seller(self) -> List[str]:
+ """
+ Extracts the seller of the item.
+
+ Returns:
+ List containing the seller of the item.
+ """
+ seller_element = sv.select(
+ "a.sc-eDnWTT.styles__Username-sc-f040d783-3.fRxqiS.WZqly", self.soup
+ )
+ if seller_element:
+ return [seller_element[0].text.strip()]
+ else:
+ return [""]
+
+ def extract_item_description(self):
+ """
+ Extracts the description of the item.
+
+ Returns:
+ List containing the description of the item.
+ """
+ return list(
+ description.text.strip()
+ for description in sv.select(
+ ".styles__Container-sc-d367c36f-0.ffwMQV > p",
+ self.soup,
+ )
+ )
+
+ def extract_item_condition(self) -> List[str]:
+ """
+ Extracts the condition of the item.
+
+ Returns:
+ List containing the condition(s) of the item.
+ """
+ attribute_elements = sv.select(
+ "div.ProductAttributes-styles__Attributes-sc-303d66c3-1.dIfGXO > p",
+ self.soup,
+ )
+ conditions = []
+
+ if attribute_elements:
+ if len(attribute_elements) >= 3:
+ conditions.append(attribute_elements[1].text.strip())
+ elif len(attribute_elements) <= 2:
+ conditions.append(attribute_elements[0].text.strip())
+ else:
+ conditions.append("")
+
+ return conditions
+
+ def extract_item_size(self):
+ """
+ Extracts the size of the item.
+
+ Returns:
+ List containing the size of the item.
+ """
+ attribute_elements = sv.select(
+ "div.ProductAttributes-styles__Attributes-sc-303d66c3-1.dIfGXO > p",
+ self.soup,
+ )
+ size = []
+
+ if len(attribute_elements) >= 3:
+ size.append(attribute_elements[0].text.strip())
+ else:
+ size.append("")
+
+ return size
+
+ def extract_item_time_posted(self):
+ """
+ Extracts the time when the item was listed.
+
+ Returns:
+ List containing the time of when the item was listed.
+ """
+ extracted_post_times = list(
+ map(
+ lambda time_posted: time_posted.text.replace("Listed", "").strip(),
+ sv.select("time[datetime]", self.soup),
+ )
+ )
+
+ return Utils.convert_to_datetime(extracted_post_times)
+
+ def extract_item_image_link(self):
+ """
+ Extracts the time when the item was listed.
+
+ Returns:
+ List containing the time of when the item was listed.
+ """
+ extracted_image_links = list(
+ map(
+ lambda image_link: image_link["src"],
+ sv.select(
+ "div.styles__ImageContainer-sc-83b41153-2.dpycJk > img:first-child[loading='eager']",
+ self.soup,
+ ),
+ )
+ )[:1]
+ return extracted_image_links
diff --git a/fashioncrawler/extractor/grailed_data_extractor.py b/fashioncrawler/extractor/grailed_data_extractor.py
new file mode 100644
index 0000000..0bfbf06
--- /dev/null
+++ b/fashioncrawler/extractor/grailed_data_extractor.py
@@ -0,0 +1,226 @@
+"""
+Grailed Data Extractor Module
+==============================
+
+This module provides a class for extracting data from Grailed listings.
+
+Dependencies:
+- typing: Type hinting module for defining type hints.
+- pandas: Library for data manipulation and analysis.
+- soupsieve: A CSS selector library for BeautifulSoup.
+- BeautifulSoup: Library for parsing HTML and XML documents.
+- lxml: A Pythonic XML and HTML processing library.
+- fashioncrawler.utils: Utility functions for data conversion and manipulation.
+- .base_data_extractor: BaseDataExtractor class for extracting data from web pages.
+
+Classes:
+- GrailedDataExtractor: Class for extracting data from Grailed listings.
+
+Methods:
+- __init__(driver): Constructor method.
+- get_page_soup(driver): Retrieves BeautifulSoup instance of the current page source.
+- extract_data_to_dataframe(): Extracts data from the page and stores it in a Pandas DataFrame.
+- extract_item_post_times(): Extracts the post times of items from the BeautifulSoup object.
+- extract_item_titles(): Extracts the titles of items from the BeautifulSoup object.
+- extract_item_designers(): Extracts the designers of items from the BeautifulSoup object.
+- extract_item_sizes(): Extracts the sizes of items from the BeautifulSoup object.
+- extract_item_prices(): Extracts the prices of items from the BeautifulSoup object.
+- extract_item_listing_links(): Extracts the listing links of items from the BeautifulSoup object.
+"""
+
+from typing import List
+
+import pandas as pd
+import soupsieve as sv
+from bs4 import BeautifulSoup
+from lxml import etree
+
+from fashioncrawler.utils import Utils
+
+from .base_data_extractor import BaseDataExtractor
+
+
+class GrailedDataExtractor(BaseDataExtractor):
+ """
+ GrailedDataExtractor class for extracting data from Grailed listings.
+
+ Inherits from BaseDataExtractor.
+
+ Methods:
+ - __init__(driver): Constructor method.
+ - get_page_soup(driver): Retrieves BeautifulSoup instance of the current page source.
+ - extract_data_to_dataframe(): Extracts data from the page and stores it in a Pandas DataFrame.
+ - extract_item_post_times(): Extracts the post times of items from the BeautifulSoup object.
+ - extract_item_titles(): Extracts the titles of items from the BeautifulSoup object.
+ - extract_item_designers(): Extracts the designers of items from the BeautifulSoup object.
+ - extract_item_sizes(): Extracts the sizes of items from the BeautifulSoup object.
+ - extract_item_prices(): Extracts the prices of items from the BeautifulSoup object.
+ - extract_item_listing_links(): Extracts the listing links of items from the BeautifulSoup object.
+ """
+
+ def __init__(self, config, driver=None):
+ """
+ Initializes a GrailedDataExtractor object.
+
+ Args:
+ driver: Selenium WebDriver instance for interacting with the web pages.
+ """
+ if driver:
+ super().__init__(driver, config)
+ self.driver = driver
+ self.count = self.config["count"]
+ else:
+ super().__init__(driver, config)
+
+ def get_page_soup(self, page_source):
+ """
+ Gets the BeautifulSoup instance of the current page source.
+
+ Returns:
+ BeautifulSoup instance of the current page source.
+ """
+ parser = etree.HTMLParser
+ return BeautifulSoup(page_source, "lxml", parser=parser)
+
+ def extract_data_to_dataframe(self):
+ self.soup = self.get_page_soup(self.driver.page_source)
+ self.logger.debug("Beginning Grailed data extraction.")
+
+ data_extraction_functions = {
+ "Title": self.extract_item_titles,
+ "Price": self.extract_item_prices,
+ "Designer": self.extract_item_designers,
+ "Size": self.extract_item_sizes,
+ "Posted Time": self.extract_item_post_times,
+ "Listing Link": self.extract_item_listing_links,
+ }
+
+ if hasattr(self, "get_image_links"):
+ data_extraction_functions["Image Link"] = self.extract_item_image_links
+
+ extracted_data = {}
+ for column, func in data_extraction_functions.items():
+ extracted_data[column] = func()
+
+ df = pd.DataFrame.from_dict(extracted_data)
+
+ if len(df) > self.count:
+ df = df.head(self.count)
+
+ self.logger.debug("Grailed data extraction completed.")
+
+ return df
+
+ def extract_item_post_times(self):
+ """
+ Extracts the post times of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item post times.
+ """
+ extracted_item_post_times = list(
+ map(
+ lambda time: time.text.split("\xa0ago")[0].replace("about ", "")
+ + " ago",
+ sv.select(".ListingAge-module__dateAgo___xmM8y", self.soup),
+ )
+ )
+ return Utils.convert_to_datetime(extracted_item_post_times)
+
+ def extract_item_titles(self) -> List[str]:
+ """
+ Extracts the titles of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item titles.
+ """
+ extracted_item_titles = list(
+ map(
+ lambda title: title.text,
+ sv.select(".ListingMetadata-module__title___Rsj55", self.soup),
+ )
+ )
+ return extracted_item_titles
+
+ def extract_item_designers(self) -> List[str]:
+ """
+ Extracts the designers of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item designers.
+ """
+ extracted_item_designers = list(
+ map(
+ lambda designer: designer.text,
+ sv.select(
+ "div.ListingMetadata-module__designerAndSize___lbEdw > p:first-child",
+ self.soup,
+ ),
+ )
+ )
+ return extracted_item_designers
+
+ def extract_item_sizes(self) -> List[str]:
+ """
+ Extracts the sizes of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item sizes.
+ """
+ extracted_item_sizes = list(
+ map(
+ lambda size: size.text,
+ sv.select(".ListingMetadata-module__size___e9naE", self.soup),
+ )
+ )
+ return extracted_item_sizes
+
+ def extract_item_prices(self):
+ """
+ Extracts the prices of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item prices.
+ """
+ extracted_item_prices = list(
+ map(
+ lambda price: price.text,
+ sv.select('[data-testid="Current"]', self.soup),
+ )
+ )
+ return extracted_item_prices
+
+ def extract_item_listing_links(self) -> List[str]:
+ """
+ Extracts the listing links of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item listing links.
+ """
+ extracted_item_listing_links = list(
+ map(
+ lambda listing_link: f"https://grailed.com{listing_link.get('href')}".split(
+ "?"
+ )[
+ 0
+ ],
+ sv.select("a.listing-item-link", self.soup),
+ )
+ )
+ return extracted_item_listing_links
+
+ def extract_item_image_links(self):
+ """
+ Extracts the cover image links of items from the BeautifulSoup object.
+
+ Returns:
+ - A list of item cover image links.
+ """
+ extracted_item_image_links = [
+ image_link["src"]
+ for image_link in sv.select(
+ "img.Image-module__crop___nWp1j[src]", self.soup
+ )
+ if "tmp" not in image_link
+ ]
+ return extracted_item_image_links
diff --git a/fashioncrawler/resources/config/config.yaml b/fashioncrawler/resources/config/config.yaml
new file mode 100644
index 0000000..eb151d0
--- /dev/null
+++ b/fashioncrawler/resources/config/config.yaml
@@ -0,0 +1,20 @@
+output_formats:
+ - "json"
+
+output_directory: "output"
+
+sites:
+ - name: grailed
+ enabled: true
+ - name: depop
+ enabled: true
+ - name: stockx
+ enabled: false
+ - name: goat
+ enabled: false
+
+count: 30
+
+subtemplates:
+ depop: depop_subtemplate.html.j2
+ grailed: grailed_subtemplate.html.j2
\ No newline at end of file
diff --git a/fashioncrawler/resources/templates/base_template.html.j2 b/fashioncrawler/resources/templates/base_template.html.j2
new file mode 100644
index 0000000..8dc6463
--- /dev/null
+++ b/fashioncrawler/resources/templates/base_template.html.j2
@@ -0,0 +1,18 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+ <meta charset="UTF-8">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+ <title>FashionCrawler for {{ search_query }} </title>
+ <link rel="stylesheet" href="style.css" />
+</head>
+ <body>
+ <h1 class="centered"> Results for {{ search_query | title }} </h1>
+ {% for site in sites %}
+ {% if subtemplates and site in subtemplates %}
+ <h2 class="site-{{ site }}" class="centered"> Results for {{ site | capitalize }} </h2>
+ {% include subtemplates[site] ignore missing with context %}
+ {% endif %}
+ {% endfor %}
+ </body>
+</html>
\ No newline at end of file
diff --git a/fashioncrawler/resources/templates/depop_subtemplate.html.j2 b/fashioncrawler/resources/templates/depop_subtemplate.html.j2
new file mode 100644
index 0000000..87407de
--- /dev/null
+++ b/fashioncrawler/resources/templates/depop_subtemplate.html.j2
@@ -0,0 +1,20 @@
+{% for index, row in depop.iterrows() %}
+ <div class="data-box" class="centered">
+ <div class="item-image-box">
+ <img class="item-image" src="{{ row['Image Link'] }}" alt="Item Image">
+ </div>
+ <div class="divider"></div>
+
+ {# maybe use the dataframe colummn names here instead of typing them #}
+ <div class="item-details-box">
+ <p id="item-title"><strong>Title: </strong>{{ row['Title'] }}</p>
+ <p id="item-price"><strong>Price: </strong>{{ row['Price'] }}</p>
+ <p id="item-seller"><strong>Seller: </strong>{{ row['Seller'] }}</p>
+ <p id="item-size"><strong>Size: </strong>{{ row['Size'] }}</p>
+ <p id="item-condition"><strong>Condition: </strong>{{ row['Condition'] }}</p>
+ <p id="item-description"><strong>Description: </strong>{{ row['Description'] }}</p>
+ <p id="item-posted-time"><strong>Posted Time: </strong>{{ row['Posted Time'] }}</p>
+ <p id="item-listing-link"><strong>Listing Link: </strong><a href="{{ row['Listing Link'] }}">{{ row['Listing Link'] }}</a></p>
+ </div>
+ </div>
+{% endfor %}
\ No newline at end of file
diff --git a/fashioncrawler/resources/templates/grailed_subtemplate.html.j2 b/fashioncrawler/resources/templates/grailed_subtemplate.html.j2
new file mode 100644
index 0000000..8fa7585
--- /dev/null
+++ b/fashioncrawler/resources/templates/grailed_subtemplate.html.j2
@@ -0,0 +1,17 @@
+{% for index, row in grailed.iterrows() %}
+ <div class="data-box" class="centered">
+ <div class="item-image-box">
+ <img class="item-image" src="{{ row['Image Link'] }}" alt="Item Image" >
+ </div>
+ <div class="divider"></div>
+ {# maybe use the dataframe colummn names here instead of typing them #}
+ <div class="item-details-box">
+ <p id="item-title"><strong>Title: </strong>{{ row['Title'] }}</p>
+ <p id="item-price"><strong>Price: </strong>{{ row['Price'] }}</p>
+ <p id="item-designer"><strong>Designer: </strong>{{ row['Designer'] }}</p>
+ <p id="item-size"><strong>Size: </strong>{{ row['Size'] }}</p>
+ <p id="item-posted-time"><strong>Posted Time: </strong>{{ row['Posted Time'] }}</p>
+ <p id="item-listing-link"><strong>Listing Link: </strong><a href="{{ row['Listing Link'] }}">{{ row['Listing Link'] }}</a></p>
+ </div>
+ </div>
+{% endfor %}
diff --git a/fashioncrawler/resources/templates/style.css b/fashioncrawler/resources/templates/style.css
new file mode 100644
index 0000000..f5696a4
--- /dev/null
+++ b/fashioncrawler/resources/templates/style.css
@@ -0,0 +1,75 @@
+.centered {
+ text-align: center;
+ margin: 0 auto;
+ position: relative;
+}
+
+h1.centered::after {
+ content: "";
+ position: absolute;
+ top: 1.1em;
+ left: 0;
+ width: 100%;
+ height: 2px;
+ background-color: black;
+}
+
+div.data-box {
+ border: 1px solid black;
+ padding: 10px;
+ overflow: hidden;
+ display: flex;
+ max-height: 400px;
+ position: relative;
+}
+
+div.item-image-box {
+ max-width: 30%;
+ display: flex;
+ justify-content: center;
+ align-items: center;
+
+}
+
+img.item-image {
+ max-width: 100%;
+ max-height: 100%;
+ height: auto;
+ width: auto;
+ object-fit: contain;
+ margin-bottom: 10px;
+ margin-top: 10px;
+ margin-right: 15px;
+}
+
+.divider {
+ position: absolute;
+ width: 2px;
+ height: 100%;
+ background-color: black;
+ top: 0;
+ bottom: 0;
+ left: 30%;
+ transform: translateX(-30%);
+ z-index: 1;
+}
+
+div.item-details-box {
+ margin-left: 18px;
+ flex: 1;
+ display: flex;
+ flex-direction: column;
+}
+
+div.item-details-box p {
+ margin: 0;
+ flex-grow: 1;
+}
+
+div.item-details-box :not(strong) {
+ font-size: 16px;
+}
+
+strong {
+ font-size: 20px;
+}
\ No newline at end of file
diff --git a/fashioncrawler/scraper/__init__.py b/fashioncrawler/scraper/__init__.py
new file mode 100644
index 0000000..abbbcfc
--- /dev/null
+++ b/fashioncrawler/scraper/__init__.py
@@ -0,0 +1,17 @@
+"""
+Scraper Package
+=======================
+
+This package provides functionality for web scraping fashion-related websites.
+
+Modules:
+- base_scraper: Provides a base class with functionality for web scraping using Selenium.
+- grailed_scraper: Implements a scraper for the Grailed website.
+- depop_scraper: Implements a scraper for the Depop website.
+- stockx_scraper: Implements a scraper for the StockX website.
+"""
+
+from .base_scraper import BaseScraper
+from .grailed_scraper import GrailedScraper
+from .depop_scraper import DepopScraper
+from .stockx_scraper import StockxScraper
diff --git a/fashioncrawler/scraper/base_scraper.py b/fashioncrawler/scraper/base_scraper.py
new file mode 100644
index 0000000..aaec6ce
--- /dev/null
+++ b/fashioncrawler/scraper/base_scraper.py
@@ -0,0 +1,344 @@
+"""
+Base Scraper Module
+===================
+
+This module provides a base class with functionality for web scraping using Selenium.
+
+Dependencies:
+- logging: Standard library for logging.
+- sys: Standard library for system-specific parameters and functions.
+- webdriver_manager.chrome: Manages the Chrome WebDriver.
+- selenium: Library for web automation.
+- fashioncrawler.utils.logger_config: Configuration for logging.
+
+Classes:
+- BaseScraper: Base class for implementing web scraping functionality.
+
+Methods:
+- __init__(self, config): Initializes the scraper with the provided configuration.
+- get_chrome_driver(self, config): Initializes and returns a Chrome WebDriver instance with specified options.
+- configure_driver_options(self, config): Configures the options for the Chrome WebDriver.
+- get_logger(self): Retrieves a logger instance for the scraper.
+- accept_cookies(self, cookie_css_selector): Accepts cookies on the website by locating and clicking the corresponding button.
+- get_search_query(): Prompts the user to enter a search query.
+- search_for_query(self, search_query, search_bar_css_selector, submit_button_css_selector): Performs a search with the provided query.
+- type_search(self, search, search_bar_css_selector, submit_button_css_selector): Enters the provided search query into the search bar and submits the search.
+- get_to_search_bar_to_search(self, search_bar_css_selector, timeout=2): Navigates to the search bar and interacts with it to initiate a search.
+- navigate_to_search_bar(self, base_url, search_bar_css_selector): Navigates to the search bar of the website.
+- wait_until_class_count_exceeds(self, class_name, min_count, timeout=5): Waits until the number of elements matching the specified class exceeds a minimum count.
+- wait_for_page_load(self, class_name): Waits for the page to load completely.
+- run_scraper(self, search_query): Abstract method to run the scraper for a given search query.
+
+Exceptions:
+- NoSuchElementException: Raised when an element could not be found.
+- StaleElementReferenceException: Raised when a reference to an element is no longer valid.
+- TimeoutException: Raised when a timeout occurs while waiting for an element or condition.
+"""
+
+import logging
+import sys
+from abc import abstractmethod
+
+from selenium import webdriver
+from selenium.common.exceptions import (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+)
+from selenium.webdriver import ActionChains, Keys
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.chrome.service import Service as ChromeService
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.wait import WebDriverWait
+from webdriver_manager.chrome import ChromeDriverManager
+
+import fashioncrawler.utils.logger_config as logger_config
+
+
+class BaseScraper:
+ """
+ Base class for implementing web scraping functionality.
+
+ Attributes:
+ config (dict):
+ Configuration settings for the web scraper.
+
+ Methods:
+ __init__(self, config):
+ Initializes the scraper with the provided configuration.
+
+ accept_cookies(self, cookie_css_selector: str) -> None:
+ Accepts cookies on the website by locating and clicking the corresponding button.
+
+ get_search_query() -> str:
+ Prompt the user to enter a search query.
+
+ search_for_query(self, search_query: str, search_bar_css_selector: str, submit_button_css_selector: str) -> None:
+ Perform a search with the provided query.
+
+ type_search(self, search: str, search_bar_css_selector: str, submit_button_css_selector: str) -> None:
+ Enter the provided search query into the search bar and submit the search.
+
+ get_to_search_bar_to_search(self, search_bar_css_selector: str, timeout=2) -> None:
+ Navigate to the search bar and interact with it to initiate a search.
+
+ navigate_to_search_bar(self, base_url: str, search_bar_css_selector: str) -> None:
+ Navigate to the search bar of the website.
+
+ wait_until_class_count_exceeds(self, class_name: str, min_count: int, timeout=5) -> None:
+ Wait until the number of elements matching the specified class exceeds a minimum count.
+
+ get_chrome_driver(options):
+ Initialize and return a Chrome WebDriver instance with specified options.
+
+ configure_driver_options(config):
+ Configure the options for the Chrome WebDriver.
+
+ wait_for_page_load(self, class_name: str, min_count: int) -> None:
+ Wait for the page to load completely.
+
+ run_scraper(self, search_query):
+ Abstract method to run the scraper for a given search query.
+
+ get_logger(self) -> logging.Logger:
+ Retrieves a logger instance for the scraper.
+ """
+
+ def __init__(self, config):
+ self.config = config
+ self.logger = self.get_logger()
+ self.driver = self.get_chrome_driver(config)
+
+ def get_chrome_driver(self, config):
+ """
+ Initialize and return a Chrome WebDriver instance with specified options.
+
+ Args:
+ - options: An instance of ChromeOptions configured with desired browser options.
+
+ Returns:
+ - driver: A Chrome WebDriver instance ready for use.
+ """
+ options = self.configure_driver_options(config)
+ return webdriver.Chrome(
+ options=options, service=ChromeService(ChromeDriverManager().install())
+ )
+
+ def configure_driver_options(self, config):
+ """
+ Configure the options for the Chrome WebDriver.
+
+ Returns:
+ - options: The configured ChromeOptions instance.
+ """
+ options = Options()
+
+ if sys.platform.startswith("win"):
+ options.add_argument("--log-level=3")
+
+ options.add_argument("--disable-blink-features=AutomationControlled")
+
+ if config["headless"]:
+ options.add_argument("--headless=new")
+
+ return options
+
+ def get_logger(self) -> logging.Logger:
+ """
+ Retrieves a logger instance for the scraper.
+
+ Returns:
+ logger (logging.Logger): A logger instance configured with a TimedRotatingFileHandler.
+ """
+ return logger_config.configure_logger()
+
+ def accept_cookies(self, cookie_css_selector: str) -> None:
+ """
+ Accepts cookies on the website by locating and clicking the corresponding button.
+
+ Args:
+ - cookies_css_selector (str): The CSS selector for the cookies button.
+
+ Returns:
+ - None
+ """
+ try:
+ cookies_button = WebDriverWait(self.driver, 2).until(
+ EC.element_to_be_clickable((By.CSS_SELECTOR, cookie_css_selector))
+ )
+ ActionChains(self.driver).double_click(cookies_button).perform()
+ except TimeoutException:
+ self.logger.warning("Timeout occured while accepting cookies")
+
+ @staticmethod
+ def get_search_query() -> str:
+ """
+ Prompt the user to enter a search query.
+
+ Returns:
+ - The search query entered by the user.
+ """
+ search_query = input("Enter your search query: ")
+ return search_query
+
+ def search_for_query(
+ self,
+ search_query: str,
+ search_bar_css_selector: str,
+ submit_button_css_selector: str,
+ ) -> None:
+ """
+ Perform a search with the provided query.
+
+ Args:
+ - search_query: The search query to be performed.
+ - search_bar_css_selector: The CSS selector for the search bar.
+ - submit_button_css_selector: The CSS selector for the submit button.
+
+ Returns:
+ - None
+ """
+ if search_query:
+ self.type_search(
+ search_query,
+ search_bar_css_selector,
+ submit_button_css_selector,
+ )
+ else:
+ search_query = self.get_search_query()
+ self.type_search(
+ search_query, search_bar_css_selector, submit_button_css_selector
+ )
+
+ def type_search(
+ self, search: str, search_bar_css_selector: str, submit_button_css_selector: str
+ ) -> None:
+ """
+ Enter the provided search query into the search bar and submit the search.
+
+ Args:
+ - search: The search query to be entered into the search bar.
+ - search_bar_css_selector: The CSS selector for the search bar.
+ - submit_button_css_selector: The CSS selector for the submit button.
+
+ Returns:
+ - None
+ """
+
+ try:
+ search_bar = WebDriverWait(self.driver, 3).until(
+ EC.element_to_be_clickable((By.CSS_SELECTOR, search_bar_css_selector))
+ )
+
+ if type(self).__name__ == "GrailedScraper":
+ ActionChains(self.driver).send_keys_to_element(
+ search_bar, search
+ ).send_keys(Keys.ENTER).perform()
+
+ else:
+ submit_button = WebDriverWait(self.driver, 3).until(
+ EC.element_to_be_clickable(
+ (By.CSS_SELECTOR, submit_button_css_selector)
+ )
+ )
+ ActionChains(self.driver).click(search_bar).send_keys(search).click(
+ submit_button
+ ).perform()
+
+ except (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+ ) as e:
+ self.logger.error(
+ f"An error occurred while searching on a search bar.: {e}",
+ exc_info=True,
+ )
+
+ @abstractmethod
+ def get_to_search_bar_to_search(
+ self, search_bar_css_selector: str, timeout=2
+ ) -> None:
+ """
+ Navigate to the search bar and interact with it to initiate a search.
+
+ Args:
+ - search_bar_css_selector: The CSS selector for the search bar.
+ - timeout: The maximum time to wait for elements to be interactable.
+
+ Returns:
+ - None
+ """
+
+ def navigate_to_search_bar(
+ self, base_url: str, search_bar_css_selector: str
+ ) -> None:
+ """
+ Navigate to the search bar of the website.
+
+ Args:
+ - base_url: The base URL of the website.
+ - search_bar_css_selector: The CSS selector for the search bar.
+
+ Returns:
+ - None
+ """
+ self.driver.get(base_url)
+ self.get_to_search_bar_to_search(search_bar_css_selector)
+
+ def wait_until_class_count_exceeds(
+ self, class_name: str, min_count: int, timeout=5
+ ) -> None:
+ """
+ Wait until the number of elements matching the specified class exceeds a minimum count.
+
+ Args:
+ - class_name: The CSS class name of the elements to count.
+ - min_count: The minimum number of elements to wait for.
+ - timeout: The maximum time to wait for the condition to be met.
+
+ Returns:
+ - None
+ """
+ try:
+ WebDriverWait(self.driver, timeout).until(
+ lambda driver: len(
+ self.driver.find_elements(By.CSS_SELECTOR, f".{class_name}")
+ )
+ > min_count
+ )
+ # TODO: Explore logging the scraper instead of the class name or associating classes with scraper.
+ self.logger.info(
+ f"Number of elements matching class '{class_name} exceeded {min_count}."
+ )
+ except TimeoutException:
+ self.logger.warning(
+ f"Timeout occured while waiting for class count to exceed {min_count}."
+ )
+
+ def wait_for_page_load(
+ self,
+ class_name: str,
+ ) -> None:
+ """
+ Wait for the page to load completely.
+
+ Args:
+ - class_name: The CSS class name of an element to wait for.
+ - min_count: The minimum number of elements to wait for.
+
+ Returns:
+ - None
+ """
+ min_count = self.config["count"]
+ self.wait_until_class_count_exceeds(class_name, min_count)
+
+ @abstractmethod
+ def run_scraper(self, search_query):
+ """
+ Abstract method to run the scraper for a given search query.
+
+ Args:
+ search_query (str): The search query to be used for scraping.
+ """
diff --git a/fashioncrawler/scraper/depop_scraper.py b/fashioncrawler/scraper/depop_scraper.py
new file mode 100644
index 0000000..cdcb42a
--- /dev/null
+++ b/fashioncrawler/scraper/depop_scraper.py
@@ -0,0 +1,493 @@
+"""
+Depop Scraper Module
+====================
+
+This module provides functionality for scraping data from the Depop website.
+
+Dependencies:
+- threading: Standard library for threading.
+- time: Standard library for time-related functions.
+- concurrent.futures: Standard library for concurrency primitives.
+- logging: Standard library for logging.
+- selenium: Library for web automation.
+- webdriver_manager: Library for managing web drivers.
+- fashioncrawler.utils.logger_config: Module for configuring loggers.
+- .base_scraper: Module providing the BaseScraper class for web scraping.
+
+Classes:
+- DepopScraper: Subclass of BaseScraper for scraping data from the Depop website.
+
+Attributes:
+- COOKIE_CSS_SELECTOR (str):
+ CSS selector for the cookies button.
+- SEARCH_ICON_SELECTOR (str):
+ CSS selector for the search icon.
+- SEARCH_BAR_SELECTOR (str):
+ CSS selector for the search bar.
+- SUBMIT_BUTTON_SELECTOR (str):
+ CSS selector for the submit button.
+- BACKUP_SUBMIT_BUTTON_SELECTOR (str):
+ CSS selector for the backup submit button.
+- BASE_URL (str):
+ Base URL of the Depop website.
+- ITEM_CLASS_NAME (str):
+ CSS class name for identifying items on the page.
+- MIN_COUNT (int):
+ Minimum count of items to wait for during page load.
+
+Methods:
+- __init__(self, config):
+ Initializes the Depop scraper with the base scraper object.
+- run_scraper(self, search_query) -> None:
+ Runs the Depop scraper to search for items based on the provided search query.
+- get_to_search_bar_to_search(
+ self,
+ search_bar_css_selector: str,
+ timeout=2
+) -> None:
+ Navigate to the search bar and interact with it to initiate a search.
+- type_search(
+ self,
+ search: str,
+ search_bar_css_selector: str,
+ submit_button_css_selector: str
+) -> None:
+ Enter the provided search query into the search bar and submit the search.
+- _navigate_and_search(self, search_query: str) -> None:
+ Navigates to the search bar and performs a search based on the provided query.
+- get_logger() -> logging.Logger:
+ Retrieves a static logger instance for the static methods in DepopScraper.
+- get_page_sources_concurrently(urls):
+ Fetches page sources concurrently for a list of URLs using ThreadPoolExecutor.
+- _fetch_update_page_source(
+ url: str,
+ page_sources,
+ lock: threading.Lock,
+ options: Options,
+ logger: logging.Logger,
+ max_retries: int,
+ backoff_delay: int
+):
+ Fetches and updates the page source for a given URL.
+
+Exceptions:
+- NoSuchElementException: Raised when an element could not be found.
+- StaleElementReferenceException: Raised when a reference to an element is no longer valid.
+- TimeoutException: Raised when a timeout occurs while waiting for an element or condition.
+- WebDriverException: Base class for WebDriver exceptions.
+- CancelledError: Raised when a concurrent task is canceled.
+"""
+
+import logging
+import threading
+import time
+from concurrent.futures import CancelledError, ThreadPoolExecutor, as_completed
+
+from selenium import webdriver
+from selenium.common.exceptions import (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+ WebDriverException,
+)
+from selenium.webdriver import ActionChains, Keys
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.chrome.service import Service as ChromeService
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.wait import WebDriverWait
+from webdriver_manager.chrome import ChromeDriverManager
+
+import fashioncrawler.utils.logger_config as logger_config
+
+from .base_scraper import BaseScraper
+
+
+class DepopScraper(BaseScraper):
+ """
+ Subclass of BaseScraper for scraping data from the Depop website.
+
+ Attributes:
+ COOKIE_CSS_SELECTOR (str):
+ CSS selector for the cookies button.
+ SEARCH_ICON_SELECTOR (str):
+ CSS selector for the search icon.
+ SEARCH_BAR_SELECTOR (str):
+ CSS selector for the search bar.
+ SUBMIT_BUTTON_SELECTOR (str):
+ CSS selector for the submit button.
+ BACKUP_SUBMIT_BUTTON_SELECTOR (str):
+ CSS selector for the backup submit button.
+ BASE_URL (str):
+ Base URL of the Depop website.
+ ITEM_CLASS_NAME (str):
+ CSS class name for identifying items on the page.
+ MIN_COUNT (int):
+ Minimum count of items to wait for during page load.
+
+ Methods:
+ __init__(self, base_scraper):
+ Initializes the Depop scraper with the base scraper object.
+ run_scraper(self, search_query) -> None:
+ Runs the Depop scraper to search for items based on the provided search query.
+ get_to_search_bar_to_search(
+ self,
+ search_bar_css_selector: str,
+ timeout=2
+ ) -> None:
+ Navigate to the search bar and interact with it to initiate a search.
+ type_search(
+ self,
+ search: str,
+ search_bar_css_selector: str,
+ submit_button_css_selector: str
+ ) -> None:
+ Enter the provided search query into the search bar and submit the search.
+ _navigate_and_search(self, search_query: str) -> None:
+ Navigates to the search bar and performs a search based on the provided query.
+ get_logger() -> logging.Logger:
+ Retrieves a static logger instance for the static methods in DepopScraper.
+ get_page_sources_concurrently(urls):
+ Fetches page sources concurrently for a list of URLs using ThreadPoolExecutor.
+ _fetch_update_page_source(
+ url: str,
+ page_sources,
+ lock: threading.Lock,
+ options: Options,
+ logger: logging.Logger,
+ max_retries: int,
+ backoff_delay: int
+ ):
+ Fetches and updates the page source for a given URL.
+ """
+
+ # Element selectors
+ COOKIE_CSS_SELECTOR = "button.sc-hjcAab.bpwLYJ.sc-gshygS.fFJfAu"
+ SEARCH_ICON_SELECTOR = "button.ButtonMinimal-sc-6a6e37b5-0.SearchBar-styles__SearchButton-sc-ac2d78a2-8.gFYYaH.dUAcFR"
+ SEARCH_BAR_SELECTOR = "#searchBar__input"
+ SUBMIT_BUTTON_SELECTOR = (
+ "button.SearchBar-styles__SubmitButton-sc-be4e0a78-6.hUfokA"
+ )
+ BACKUP_SUBMIT_BUTTON_SELECTOR = (
+ "button.SearchBar-styles__SubmitButton-sc-ac2d78a2-6.knZqMC"
+ )
+
+ BASE_URL = "https://depop.com"
+
+ # Item related constants for page loading
+ ITEM_CLASS_NAME = "styles__ProductImageGradient-sc-4aad5806-6.hzrneU" # use image as there isn't a container for items
+
+ logger = logger_config.configure_logger()
+
+ def __init__(self, config):
+ super().__init__(config=config)
+
+ def run_scraper(self, search_query: str) -> None:
+ """
+ Runs the Depop scraper to search for items based on the provided search query.
+
+ Args:
+ - search_query (str): The search query to be used for searching items.
+
+ Returns:
+ - None
+ """
+ self._navigate_and_search(search_query)
+ super().wait_for_page_load(self.ITEM_CLASS_NAME)
+
+ def get_to_search_bar_to_search(
+ self,
+ search_bar_css_selector: str,
+ timeout=2,
+ ) -> None:
+ """
+ Navigate to the search bar and interact with it to initiate a search.
+
+ Args:
+ - search_icon_css_seelctor: The magnifying glass you must click to get to search bar on depop.
+ - timeout: The maximum time to wait for elements to be interactable.
+
+ Returns:
+ - None
+ """
+ try:
+ self.accept_cookies(self.COOKIE_CSS_SELECTOR)
+
+ search_icon = WebDriverWait(self.driver, timeout).until(
+ EC.element_to_be_clickable((By.CSS_SELECTOR, search_bar_css_selector))
+ )
+ search_icon.click()
+
+ except (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+ ) as e:
+ self.logger.error(f"Error interacting with search bar: {e}", exc_info=True)
+ self.driver.quit()
+
+ def type_search(
+ self,
+ search: str,
+ search_bar_css_selector: str,
+ submit_button_css_selector: str,
+ ) -> None:
+ """
+ Enter the provided search query into the search bar and submit the search.
+
+ Args:
+ - search: The search query to be entered into the search bar.
+ - search_bar_css_selector: The CSS selector for the search bar.
+ - submit_button_css_selector: The CSS selector for the submit button.
+
+ Returns:
+ - None
+ """
+ search_bar = self.driver.find_element(By.CSS_SELECTOR, search_bar_css_selector)
+
+ ActionChains(self.driver).click(search_bar).send_keys(search).click(
+ search_bar
+ ).perform()
+
+ # depop has 2 different possible search submit buttons depending on screen size
+ # we check for both here and we use access the variable for the backup from self so that we can
+ # still call the search_for_query from super
+ try:
+ submit_button = WebDriverWait(self.driver, 2).until(
+ EC.element_to_be_clickable(
+ (By.CSS_SELECTOR, submit_button_css_selector)
+ )
+ )
+ submit_button.click()
+ ActionChains(self.driver).send_keys(Keys.ESCAPE).perform()
+
+ except TimeoutException:
+ try:
+ submit_button = WebDriverWait(self.driver, 2).until(
+ EC.element_to_be_clickable(
+ (By.CSS_SELECTOR, self.BACKUP_SUBMIT_BUTTON_SELECTOR)
+ )
+ )
+ submit_button.click()
+ except TimeoutException as exe:
+ raise NoSuchElementException(
+ "Both primary and backup submit button selectors not found"
+ ) from exe
+
+ def _sort_by_newest(self, current_url: str):
+ new_url = current_url + "&sort=newlyListed"
+ self.driver.get(new_url)
+ # TODO: handle 403 error
+
+ def scroll_to_load_more(self, class_name: str, min_count: int) -> None:
+ """
+ Scroll down until the desired count of elements with a specific class is reached.
+
+ Args:
+ - class_name: The CSS class name of the elements to count.
+ - min_count: The minimum number of elements to wait for.
+
+ Returns:
+ - None
+ """
+ current_count = len(self.driver.find_elements(By.CLASS_NAME, class_name))
+ while current_count <= min_count:
+ footer = self.driver.find_element(By.ID, "footer")
+ ActionChains(self.driver).scroll_to_element(footer).perform()
+ self.driver.implicitly_wait(2)
+ current_count = len(self.driver.find_elements(By.CLASS_NAME, class_name))
+
+ def wait_until_class_count_exceeds(
+ self, class_name: str, min_count: int, timeout=5
+ ) -> None:
+ """
+ Wait until the number of elements matching the specified class exceeds a minimum count.
+
+ Args:
+ - class_name: The CSS class name of the elements to count.
+ - min_count: The minimum number of elements to wait for.
+ - timeout: The maximum time to wait for the condition to be met.
+
+ Returns:
+ - None
+ """
+ try:
+ WebDriverWait(self.driver, timeout).until(
+ lambda driver: len(
+ self.driver.find_elements(By.CSS_SELECTOR, f".{class_name}")
+ )
+ > min_count
+ )
+ # TODO: Explore logging the scraper instead of the class name or associating classes with scraper.
+ self.logger.info(
+ f"Number of elements matching class '{class_name} exceeded {min_count}."
+ )
+ except TimeoutException:
+ try:
+ self.logger.info(
+ "Number of elements specified not found, scrolling to load them."
+ )
+ self.scroll_to_load_more(class_name, min_count)
+ self.logger.info(
+ f"Number of elements matching class '{class_name} exceeded {min_count}."
+ )
+ except TimeoutException:
+ self.logger.warning(
+ f"Timeout occured while waiting for class count to exceed {min_count}."
+ )
+
+ @staticmethod
+ def get_static_chrome_driver(options):
+ """
+ Initialize and return a Chrome WebDriver instance with specified options.
+
+ Args:
+ - options: An instance of ChromeOptions configured with desired browser options.
+
+ Returns:
+ - driver: A Chrome WebDriver instance ready for use.
+ """
+ return webdriver.Chrome(
+ options=options, service=ChromeService(ChromeDriverManager().install())
+ )
+
+ def _navigate_and_search(self, search_query: str) -> None:
+ """
+ Navigates to the search bar and performs a search based on the provided query.
+
+ Args:
+ - search_query (str): The search query to be used for searching items.
+
+ Returns:
+ - None
+ """
+ super().navigate_to_search_bar(self.BASE_URL, self.SEARCH_BAR_SELECTOR)
+ super().search_for_query(
+ search_query,
+ self.SEARCH_BAR_SELECTOR,
+ self.SUBMIT_BUTTON_SELECTOR,
+ )
+ super().wait_until_class_count_exceeds(self.ITEM_CLASS_NAME, 30, timeout=3)
+ self._sort_by_newest(self.driver.current_url)
+
+ @staticmethod
+ def get_page_sources_concurrently(urls):
+ """
+ Fetches page sources concurrently for a list of URLs using ThreadPoolExecutor.
+
+ Args:
+ - urls (list): List of URLs for which to fetch page sources.
+
+ Returns:
+ - dict: A dictionary where keys are URLs and values are the corresponding page sources.
+
+ This method fetches page sources for a list of URLs concurrently using ThreadPoolExecutor.
+ It handles potential errors during fetching, such as cancellations or exceptions, and
+ provides logging for debugging purposes.
+
+ Example:
+ urls = ['https://example.com/page1', 'https://example.com/page2']
+ page_sources = DepopScraper.get_page_sources_concurrently(urls)
+ """
+
+ page_sources = {}
+ lock = threading.Lock()
+ options = Options()
+ options.add_argument("--log-level=3")
+
+ logger = DepopScraper.logger
+
+ max_workers = 5
+ backoff_delay = 2 # Initial backoff delay in seconds
+ max_retries = 3
+
+ with ThreadPoolExecutor(max_workers=max_workers) as executor:
+ futures = [
+ executor.submit(
+ DepopScraper._fetch_update_page_source,
+ url,
+ page_sources,
+ lock,
+ options,
+ logger,
+ max_retries,
+ backoff_delay,
+ )
+ for url in urls
+ ]
+ try:
+ for future in as_completed(futures):
+ try:
+ future.result()
+ except CancelledError:
+ logger.error("Task canceled:", exc_info=True)
+ except Exception as e:
+ logger.error(
+ f"Error fetching page source for {future.result()}: {e}",
+ exc_info=True,
+ )
+ future.cancel()
+ except KeyboardInterrupt:
+ # Handle keyboard interrupt at the outer level
+ logger.error(
+ "KeyboardInterrupt: Cancelling remaining tasks and quitting WebDriver..."
+ )
+ for f in futures:
+ f.cancel()
+ finally:
+ for f in futures:
+ f.cancel()
+ return page_sources
+
+ @staticmethod
+ def _fetch_update_page_source(
+ url: str,
+ page_sources,
+ lock: threading.Lock,
+ options: Options,
+ logger: logging.Logger,
+ max_retries: int,
+ backoff_delay: int,
+ ):
+ """
+ Fetches and updates the page source for a given URL.
+
+ Args:
+ url (str): The URL for which to fetch the page source.
+ page_sources (dict): A dictionary to store the fetched page sources.
+ lock (threading.Lock): A lock to ensure thread-safe access to shared resources.
+ options (Options): Chrome options for configuring the WebDriver.
+ logger (logging.Logger): Logger instance for logging messages.
+ max_retries (int): Maximum number of retries in case of failure.
+ backoff_delay (int): Initial backoff delay in seconds.
+
+ This method fetches the page source for a given URL using a Chrome WebDriver.
+ It retries a maximum number of times (max_retries) in case of failure.
+ The backoff delay increases exponentially with each retry.
+ After successfully fetching the page source, it updates the page_sources dictionary with the URL and its corresponding page source.
+
+ """
+ retries = 0
+ while retries < max_retries:
+ driver = DepopScraper.get_static_chrome_driver(options)
+ # Catch various exceptions that might occur during navigation
+ logger.info(f"Trying to access page_source for url {url}")
+ try:
+ driver.get(url)
+
+ cookies_button = WebDriverWait(driver, 2).until(
+ EC.element_to_be_clickable(
+ (By.CSS_SELECTOR, DepopScraper.COOKIE_CSS_SELECTOR)
+ )
+ )
+ ActionChains(driver).double_click(cookies_button).perform()
+
+ with lock:
+ page_sources[url] = driver.page_source
+ break # Break out of the retry loop if successful
+ except (WebDriverException, TimeoutException) as e:
+ logger.debug(f"Error fetching page source for '{url}': {e}")
+ retries += 1
+ time.sleep(backoff_delay * retries) # Increasing delay for retries
+ finally:
+ driver.quit()
diff --git a/fashioncrawler/scraper/grailed_scraper.py b/fashioncrawler/scraper/grailed_scraper.py
new file mode 100644
index 0000000..9fb07d0
--- /dev/null
+++ b/fashioncrawler/scraper/grailed_scraper.py
@@ -0,0 +1,193 @@
+"""
+Grailed Scraper Module
+======================
+
+This module provides functionality for scraping data from the Grailed website.
+
+Dependencies:
+- sys: Standard library for system-specific parameters and functions.
+- selenium.common.exceptions: Module providing exceptions for the Selenium WebDriver.
+- selenium.webdriver: Module providing classes for accessing web browsers.
+- selenium.webdriver.common.by: Module providing mechanisms for locating elements by various strategies.
+- selenium.webdriver.support: Module providing classes for waiting for conditions before performing actions.
+- selenium.webdriver.support.expected_conditions: Module providing predefined conditions for use with WebDriverWait.
+- selenium.webdriver.support.wait: Module providing WebDriverWait class for waiting until a condition is true or a timeout occurs.
+- .base_scraper: Module providing the BaseScraper class for web scraping.
+
+Classes:
+- GrailedScraper: Subclass of BaseScraper for scraping data from the Grailed website.
+
+Attributes:
+- LOGIN_POPUP_SELECTOR (str): CSS selector for the login popup.
+- SEARCH_BAR_CSS_SELECTOR (str): CSS selector for the search bar.
+- SEARCH_BAR_SUBMIT_CSS_SELECTOR (str): CSS selector for the search bar submit button.
+- COOKIES_CSS_SELECTOR (str): CSS selector for the cookies acceptance button.
+- BASE_URL (str): Base URL of the Grailed website.
+- ITEM_CLASS_NAME (str): CSS class name for identifying items on the page.
+- MIN_COUNT (int): Minimum count of items to wait for during page load.
+
+Methods:
+- __init__(self, config): Initializes the Grailed scraper with the base scraper object.
+- run_scraper(self, search_query) -> None: Runs the Grailed scraper to search for items based on the provided search query.
+- _navigate_and_search(self, search_query: str) -> None: Navigates to the search bar and performs a search based on the provided query.
+- get_to_search_bar_to_search(self, search_bar_css_selector: str, timeout=2) -> None: Navigate to the search bar and interact with it to initiate a search.
+- _dismiss_login_popup(self, timeout: int) -> None: Dismisses the login popup within a specified timeout period.
+"""
+
+import sys
+
+from selenium.common.exceptions import (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+)
+from selenium.webdriver import ActionChains, Keys
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.wait import WebDriverWait
+
+from .base_scraper import BaseScraper
+
+
+class GrailedScraper(BaseScraper):
+ """
+ Subclass of BaseScraper for scraping data from the Grailed website.
+
+ Attributes:
+ - LOGIN_POPUP_SELECTOR (str): CSS selector for the login popup.
+ - SEARCH_BAR_CSS_SELECTOR (str): CSS selector for the search bar.
+ - SEARCH_BAR_SUBMIT_CSS_SELECTOR (str): CSS selector for the search bar submit button.
+ - COOKIES_CSS_SELECTOR (str): CSS selector for the cookies acceptance button.
+ - BASE_URL (str): Base URL of the Grailed website.
+ - ITEM_CLASS_NAME (str): CSS class name for identifying items on the page.
+ - MIN_COUNT (int): Minimum count of items to wait for during page load.
+
+ Methods:
+ - __init__(self, base_scraper): Initializes the Grailed scraper with the base scraper object.
+ - run_scraper(self, search_query) -> None: Runs the Grailed scraper to search for items based on the provided search query.
+ - _navigate_and_search(self, search_query: str) -> None: Navigates to the search bar and performs a search based on the provided query.
+ - get_to_search_bar_to_search(self, search_bar_css_selector: str, timeout=2) -> None: Navigate to the search bar and interact with it to initiate a search.
+ - _dismiss_login_popup(self, timeout: int) -> None: Dismisses the login popup within a specified timeout period.
+ """
+
+ # Selectors for various elements
+ LOGIN_POPUP_SELECTOR = ".ReactModal__Content.ReactModal__Content--after-open.modal.Modal-module__authenticationModal___g7Ufu._hasHeader"
+ SEARCH_BAR_CSS_SELECTOR = "#header_search-input"
+ SEARCH_BAR_SUBMIT_CSS_SELECTOR = ".Button-module__button___fE9iu.Button-module__small___uF0cg.Button-module__secondary___gYP5i.Form-module__searchButton___WDphC"
+ COOKIES_CSS_SELECTOR = "#onetrust-accept-btn-handler"
+
+ BASE_URL = "https://grailed.com"
+
+ # Item related constants
+ ITEM_CLASS_NAME = "feed-item"
+
+ def __init__(self, config):
+ super().__init__(config=config)
+
+ def run_scraper(self, search_query) -> None:
+ """
+ Runs the Grailed scraper to search for items based on the provided search query.
+
+ Args:
+ - search_query (str): The search query to be used for searching items.
+
+ Returns:
+ - None
+ """
+ self._navigate_and_search(search_query)
+ super().wait_for_page_load(self.ITEM_CLASS_NAME)
+ self.logger.debug("Running Grailed Scraper.")
+
+ def _navigate_and_search(self, search_query: str) -> None:
+ """
+ Navigates to the search bar and performs a search based on the provided query.
+
+ Args:
+ - search_query (str): The search query to be used for searching items.
+
+ Returns:
+ - None
+ """
+ super().navigate_to_search_bar(self.BASE_URL, self.SEARCH_BAR_CSS_SELECTOR)
+ super().search_for_query(
+ search_query,
+ self.SEARCH_BAR_CSS_SELECTOR,
+ self.SEARCH_BAR_SUBMIT_CSS_SELECTOR,
+ )
+
+ def get_to_search_bar_to_search(
+ self, search_bar_css_selector: str, timeout=2
+ ) -> None:
+ """
+ Navigate to the search bar and interact with it to initiate a search.
+
+ Args:
+ - search_bar_css_selector: The CSS selector for the search bar.
+ - timeout: The maximum time to wait for elements to be interactable.
+
+ Returns:
+ - None
+ """
+ try:
+ self.accept_cookies(self.COOKIES_CSS_SELECTOR)
+
+ search_bar = WebDriverWait(self.driver, timeout).until(
+ EC.element_to_be_clickable((By.CSS_SELECTOR, search_bar_css_selector))
+ )
+ search_bar.click()
+
+ for _ in range(3):
+ try:
+ self._dismiss_login_popup(timeout=2)
+ break
+ except TimeoutException:
+ pass
+
+ except (
+ NoSuchElementException,
+ StaleElementReferenceException,
+ TimeoutException,
+ ) as e:
+ self.logger.error(
+ f"Error interacting with Grailed search bar: {e}", exc_info=True
+ )
+ sys.exit(1)
+
+ def _dismiss_login_popup(self, timeout: int) -> None:
+ """
+ Dismisses the login popup within a specified timeout period.
+
+ Args:
+ - timeout (int): The maximum time to wait for the login popup.
+
+ Returns:
+ - None
+ """
+
+ try:
+ login_popup = WebDriverWait(self.driver, timeout).until(
+ EC.presence_of_element_located(
+ (
+ By.CSS_SELECTOR,
+ self.LOGIN_POPUP_SELECTOR,
+ )
+ )
+ )
+
+ ActionChains(self.driver).move_to_element(login_popup).pause(
+ 1
+ ).move_by_offset(250, 0).pause(1).click()
+
+ ActionChains(self.driver).send_keys(Keys.ESCAPE).perform()
+
+ WebDriverWait(self.driver, 10).until_not(
+ EC.presence_of_element_located(
+ (
+ By.CSS_SELECTOR,
+ self.LOGIN_POPUP_SELECTOR,
+ )
+ )
+ )
+
+ except TimeoutException:
+ self.logger.info("Login popup did not appear within the timeout.")
diff --git a/fashioncrawler/scraper/stockx_scraper.py b/fashioncrawler/scraper/stockx_scraper.py
new file mode 100644
index 0000000..07bb39d
--- /dev/null
+++ b/fashioncrawler/scraper/stockx_scraper.py
@@ -0,0 +1,18 @@
+from .base_scraper import *
+
+
+class StockxScraper(BaseScraper):
+ """
+ Subclass of BaseScraper for scraping data from the StockX website.
+ """
+
+ def __init__(self, base_scraper):
+ self.driver = base_scraper.driver
+
+ def get_to_search_bar_to_search(
+ self, search_bar_css_selector: str, timeout=2
+ ) -> None:
+ pass
+
+ def run_scraper(self, search_query):
+ pass
diff --git a/fashioncrawler/utils/__init__.py b/fashioncrawler/utils/__init__.py
new file mode 100644
index 0000000..2325e64
--- /dev/null
+++ b/fashioncrawler/utils/__init__.py
@@ -0,0 +1,24 @@
+"""
+Utility Package
+===============
+
+This package provides various utility functions for handling input/output operations, logging configuration, and other miscellaneous tasks.
+
+Modules:
+- io_utils: Provides utility functions for handling input/output operations and command-line argument parsing.
+- logger_config: Configures the logging system.
+- utils: Contains miscellaneous utility functions.
+
+Classes:
+- IOUtils: A utility class for handling input/output operations and command-line argument parsing.
+- Utils: A class containing various utility methods.
+
+Functions:
+- configure_logger: Configures the logging system.
+
+"""
+
+from .io_utils import IOUtils
+from .logger_config import configure_logger
+from .utils import Utils
+from .html_renderer import RenderAndServe
diff --git a/fashioncrawler/utils/html_renderer.py b/fashioncrawler/utils/html_renderer.py
new file mode 100644
index 0000000..71331e3
--- /dev/null
+++ b/fashioncrawler/utils/html_renderer.py
@@ -0,0 +1,62 @@
+import os
+from http.server import BaseHTTPRequestHandler, HTTPServer
+
+from jinja2 import Environment, FileSystemLoader
+
+
+# TODO: Render html in io_utils and then serve it here.
+class RenderAndServe(HTTPServer):
+ def __init__(
+ self,
+ context,
+ template_path="fashioncrawler/resources/templates",
+ template_name="base_template.html.j2",
+ server_address=("localhost", 8000),
+ ) -> None:
+ self.template_path = template_path
+ self.template_name = template_name
+ self.server_address = server_address
+ self.env = Environment(loader=FileSystemLoader(self.template_path))
+ self.template = self.env.get_template(self.template_name)
+ self.context = context
+
+ super().__init__(self.server_address, MyHandler)
+
+
+class MyHandler(BaseHTTPRequestHandler):
+ def do_GET(self):
+ if self.path == "/":
+ # TODO: figure out how to fix the type
+ rendered_html = self.server.template.render(**self.server.context)
+ self.send_response(200)
+ self.send_header("Content-type", "text/html")
+ self.end_headers()
+ self.wfile.write(rendered_html.encode("utf-8"))
+ elif self.path.endswith(".css"):
+ css_file_path = self.server.template_path + "/" + self.path[1:]
+ if os.path.exists(css_file_path):
+ with open(css_file_path, "rb") as file:
+ self.send_response(200)
+ self.send_header("Content-type", "text/css")
+ self.end_headers()
+ self.wfile.write(file.read())
+
+ else:
+ self.send_error(404, "File not found")
+ else:
+ self.send_error(404, "File not found")
+
+
+def render_and_serve(context, **kwargs):
+ """Renders a Jinja2 template and serves it over an HTTP server.
+
+ Args:
+ context (dict): The context data to pass to the template.
+
+ Keyword Args:
+ template_path (str, optional): The path to the template directory. Defaults to "fashioncrawler/resources/templates".
+ template_name (str, optional): The name of the template to render. Defaults to "base_template.html.j2".
+ server_address (tuple, optional): The address for the HTTP server. Defaults to ("localhost", 8000).
+ """
+ server = RenderAndServe(context, **kwargs)
+ return server
diff --git a/fashioncrawler/utils/io_utils.py b/fashioncrawler/utils/io_utils.py
new file mode 100644
index 0000000..6d9d952
--- /dev/null
+++ b/fashioncrawler/utils/io_utils.py
@@ -0,0 +1,428 @@
+"""
+IO Utils Module
+=======================
+
+This module provides utility functions for handling input/output operations and command-line argument parsing.
+
+Copyright 2024 Nick. All Rights Reserved.
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
+
+Classes:
+- IOUtils: A utility class for handling input/output operations and command-line argument parsing.
+
+Methods:
+- parse_args(): Parse command-line arguments and configuration settings.
+- _load_config(config_file): Load configuration settings from a YAML file.
+- _enable_sites(config, site_names): Enable specific sites in the configuration.
+- _disable_sites(config, site_names): Disable specific sites in the configuration.
+- _get_output_format(args): Determine the output format based on command-line arguments.
+- _update_config_with_options(config, args): Update the configuration with command-line options.
+- handle_dataframe_output(dataframes, output_filename, config): Save DataFrames to a file based on the specified output format.
+- _save_as_json(dataframes, filename): Save DataFrames to a JSON file.
+- _save_as_csv(dataframes, filename): Save DataFrames to a CSV file.
+- _save_as_yaml(dataframes, filename): Save DataFrames to a YAML file.
+- _print_out_dataframes(dataframes): Print out the DataFrames.
+"""
+
+import argparse
+import json
+import os
+import time
+from threading import Thread
+from typing import List
+
+import yaml
+from weasyprint import HTML, CSS
+
+
+# TODO: Explore class methods for using filename and context
+class IOUtils:
+ """
+ A utility class for handling input/output operations and command-line argument parsing.
+
+ Methods:
+ - parse_args(): Parse command-line arguments and configuration settings.
+ - _load_config(config_file): Load configuration settings from a YAML file.
+ - _enable_sites(config, site_names): Enable specific sites in the configuration.
+ - _disable_sites(config, site_names): Disable specific sites in the configuration.
+ - _get_output_format(args): Determine the output format based on command-line arguments.
+ - _update_config_with_options(config, args): Update the configuration with command-line options.
+ - handle_dataframe_output(dataframes, output_filename, config): Save DataFrames to a file based on the specified output format.
+ - _save_as_json(dataframes, filename): Save DataFrames to a JSON file.
+ - _save_as_csv(dataframes, filename): Save DataFrames to a CSV file.
+ - _save_as_yaml(dataframes, filename): Save DataFrames to a YAML file.
+ - _print_out_dataframes(dataframes): Print out the DataFrames.
+ """
+
+ @staticmethod
+ def parse_args():
+ """
+ Parse command-line arguments using the argparse module.
+
+ Returns:
+ dict: Configuration settings based on command-line arguments and config file.
+ """
+ parser = argparse.ArgumentParser(
+ description="Fashion Crawler: A web scraper for various fashion marketplace sites."
+ )
+
+ # Site selection group to override config settings
+ site_group = parser.add_argument_group(
+ "Site selection",
+ "By default all are enabled or it uses the sites in config.yaml",
+ )
+
+ site_group.add_argument(
+ "--enable-site",
+ help="Enable a specific site(s) (comma-seperated list)",
+ type=str,
+ default="",
+ )
+
+ site_group.add_argument(
+ "--disable-site",
+ help="Disable a specific site(s) (comma-seperated list)",
+ type=str,
+ default="",
+ )
+
+ # Search options group
+ search_group = parser.add_argument_group("Search options")
+ search_group.add_argument(
+ "-s", "--search", help="Search query to scrape for", type=str
+ )
+
+ # Output options group
+ output_group = parser.add_argument_group(
+ "Output options",
+ "If no option is specified it prints table on command line",
+ )
+ output_group.add_argument(
+ "-j", "--json", help="Output as JSON", action="store_true"
+ )
+ output_group.add_argument(
+ "-c", "--csv", help="Output as CSV", action="store_true"
+ )
+ output_group.add_argument(
+ "-y", "--yaml", help="Output as YAML", action="store_true"
+ )
+ output_group.add_argument(
+ "--html", help="Output HTMl using jinja2", action="store_true"
+ )
+ output_group.add_argument("--pdf", help="Output a PDF", action="store_true")
+ output_group.add_argument(
+ "-o", "--output", help="Ouput file name (without extension)", type=str
+ )
+ output_group.add_argument("--output-dir", help="Output directory", type=str)
+
+ output_group.add_argument(
+ "--output-formats",
+ nargs="+",
+ choices=["json", "csv", "yaml", "html", "pdf", "print"],
+ help="List of desired output formats (--output-format jsv csv)",
+ )
+
+ # Driver options
+ driver_group = parser.add_argument_group("Driver options")
+ driver_group.add_argument(
+ "--headless",
+ help="Run WebDriver in headless mode (WIP)",
+ action="store_true",
+ )
+
+ scraping_group = parser.add_argument_group("Scraping options")
+ scraping_group.add_argument(
+ "--count", help="Specify the amount of items to scrape", type=int
+ )
+
+ args = parser.parse_args()
+
+ # Load configuration from YAML file
+ config = IOUtils._load_config("fashioncrawler/resources/config/config.yaml")
+
+ # update config based on command line args
+ if args.enable_site:
+ IOUtils._enable_sites(config, args.enable_site.split(","))
+
+ if args.disable_site:
+ IOUtils._disable_sites(config, args.disable_site.split(","))
+
+ IOUtils._update_config_with_options(config, args)
+
+ return config
+
+ @staticmethod
+ def _load_config(config_file):
+ """
+ Load configuration settings from a YAML file.
+ If no config file is present, enable all sites by default.
+
+ Args:
+ config_file (str): Path to the configuration file.
+
+ Returns:
+ dict: Configuration settings loaded from the file.
+ """
+ config_file = os.path.abspath(config_file)
+ try:
+ with open(config_file, "r", encoding="UTF-8") as f:
+ config = yaml.safe_load(f)
+ except FileNotFoundError:
+ # If config file not found enable all sites by default (set all but grailed to false until they're completed)
+ config = {
+ "sites": [
+ {"name": "grailed", "enabled": True},
+ {"name": "depop", "enabled": True},
+ {"name": "goat", "enabled": False},
+ {"name": "stockx", "enabled": False},
+ ]
+ }
+
+ return config
+
+ @staticmethod
+ def _enable_sites(config, site_names):
+ """
+ Enable specific sites in the configuration.
+
+ Args:
+ config (dict): Configuration settings.
+ site_names (list): List of site names to enable.
+ """
+ list(
+ map(
+ lambda site: (
+ site.update({"enabled": True})
+ if site["name"] in site_names
+ else None
+ ),
+ config["sites"],
+ )
+ )
+
+ @staticmethod
+ def _disable_sites(config, site_names):
+ """
+ Disable specific sites in the configuration.
+
+ Args:
+ config (dict): Configuration settings.
+ site_names (list): List of site names to disable.
+ """
+ list(
+ map(
+ lambda site: (
+ site.update({"enabled": False})
+ if site["name"] in site_names
+ else None
+ ),
+ config["sites"],
+ )
+ )
+
+ @staticmethod
+ def _get_output_format(args) -> List[str]:
+ """
+ Determine the output format based on command-line arguments.
+
+ Args:
+ args (Namespace): Parsed command-line arguments.
+
+ Returns:
+ formats (list) or None: Output formats (json, csv, yaml, html, pdf or print)
+ """
+ formats = []
+ if args.output_formats:
+ formats.extend(args.output_formats)
+ else:
+ if args.json:
+ formats.append("json")
+ if args.csv:
+ formats.append("csv")
+ if args.yaml:
+ formats.append("yaml")
+ if args.html:
+ formats.append("html")
+ if args.pdf:
+ formats.append("pdf")
+ return formats if formats else ["print"]
+
+ @staticmethod
+ def _update_config_with_options(config, args):
+ """
+ Update the configuration with search, output, and driver options from command-line arguments.
+
+ Args:
+ config (dict): Configuration settings.
+ args (Namespace): Parsed command-line arguments.
+ """
+ config["search_query"] = args.search
+ config["output_formats"] = list(set(IOUtils._get_output_format(args)))
+ config["headless"] = args.headless
+
+ if args.output_dir:
+ config["output_directory"] = args.output_dir
+
+ if args.count:
+ config["count"] = args.count
+
+ @classmethod
+ def handle_dataframe_output(
+ cls, dataframes: dict, config, enabled_sites, search_query, output_filename
+ ):
+ """
+ Save DataFrames to a file based on the specified output format.
+
+ Args:
+ dataframes: A dictionary containing DataFrames to be saved.
+ output_filename: The name of the output file.
+ config: The configuration settings containing information about the output format.
+
+ Returns:
+ None
+ """
+
+ output_directory = config.get("output_directory", "")
+
+ output_filename = output_filename.replace(" ", "_")
+ if output_directory:
+ os.makedirs(output_directory, exist_ok=True)
+ output_filename = os.path.join(output_directory, output_filename)
+
+ format_handlers = {
+ "json": IOUtils._save_as_json,
+ "csv": IOUtils._save_as_csv,
+ "yaml": IOUtils._save_as_yaml,
+ "print": IOUtils._print_out_dataframes,
+ "pdf": IOUtils._save_as_pdf,
+ "html": IOUtils.render_and_serve_html,
+ }
+
+ for output_format in config["output_formats"]:
+ if output_format in ("html", "pdf"):
+ # TODO: MAYBE: seperate this into another function
+ from .html_renderer import render_and_serve
+ from .utils import Utils
+
+ context = Utils.create_context_dict(
+ dataframes=dataframes,
+ search_query=search_query,
+ sites=enabled_sites,
+ subtemplates=config["subtemplates"],
+ output_format=output_format,
+ )
+ if output_format == "pdf":
+ format_handlers[output_format](context, output_filename)
+ else:
+ format_handlers[output_format](context, render_and_serve)
+ elif output_format == "print":
+ format_handlers[output_format](dataframes)
+ else:
+ format_handlers[output_format](dataframes, output_filename)
+
+ @staticmethod
+ def _save_as_json(dataframes: dict, filename: str):
+ """
+ Save DataFrames to a single JSON file.
+
+ Args:
+ dataframes: A dictionary containing the Pandas DataFrames to be saved.
+ filename: The name of the output file.
+
+ Returns:
+ None
+ """
+ with open(f"{filename}.json", "w", encoding="utf-8") as json_file:
+ json.dump(
+ {
+ name: df.to_dict("records")
+ for name, df in dataframes.items()
+ if df is not None
+ },
+ json_file,
+ indent=4,
+ )
+
+ @staticmethod
+ def _save_as_csv(dataframes: dict, filename: str):
+ """
+ Save DataFrames to a CSV file.
+
+ Args:
+ dataframes: A dictionary containing the Pandas DataFrames to be saved.
+ filename: The name of the output file.
+
+ Returns:
+ None
+ """
+ with open(f"{filename}.csv", "w", encoding="UTF-8") as csv_file:
+ for df in dataframes.values():
+ if df is not None:
+ df.to_csv(csv_file, index=False)
+
+ @staticmethod
+ def _save_as_yaml(dataframes: dict, filename: str):
+ """
+ Save DataFrames to a YAML file.
+
+ Args:
+ dataframes: A dictionary containing the Pandas DataFrames to be saved.
+ filename: The name of the output file.
+
+ Returns:
+ None
+ """
+ combined_data = {name: df.to_dict("records") for name, df in dataframes.items()}
+
+ with open(f"{filename}.yaml", "w", encoding="utf-8") as yaml_file:
+ yaml.safe_dump(combined_data, yaml_file)
+
+ @staticmethod
+ def _print_out_dataframes(dataframes: dict):
+ """
+ Print out the DataFrames.
+
+ Args:
+ dataframes: A dictionary containing the Pandas DataFrames.
+
+ Returns:
+ None
+ """
+ for name, df in dataframes.items():
+ print(f"{name}\n", df)
+
+ @classmethod
+ def _save_as_pdf(cls, context, filename):
+ from .html_renderer import render_and_serve
+
+ server = render_and_serve(context)
+ server_thread = Thread(target=server.serve_forever)
+ server_thread.daemon = (
+ True # Allow the program to exit when main thread finishes
+ )
+ server_thread.start()
+
+ time.sleep(5)
+ css_file_path = "fashioncrawler/resources/templates/style.css"
+ with open(css_file_path) as f:
+ css_content = f.read()
+
+ try:
+ url = f"http://{server.server_address[0]}:{server.server_address[1]}"
+ HTML(url=url).write_pdf(
+ f"{filename}.pdf", stylesheets=[CSS(string=css_content)]
+ )
+ finally:
+ server.shutdown()
+
+ @staticmethod
+ def render_and_serve_html(context, renderer):
+ try:
+ server = renderer(context)
+ print(
+ f"Server running at http://{server.server_address[0]}:{server.server_address[1]}/"
+ )
+ server.serve_forever()
+ except KeyboardInterrupt:
+ print("^C Received, shutting down server")
+ server.server_close()
diff --git a/fashioncrawler/utils/logger_config.py b/fashioncrawler/utils/logger_config.py
new file mode 100644
index 0000000..eb1a03c
--- /dev/null
+++ b/fashioncrawler/utils/logger_config.py
@@ -0,0 +1,72 @@
+"""
+Logging Configuration Module
+=======================
+
+This module provides functionality for configuring the logging system.
+
+Copyright 2024 Nicholas Brady. All Rights Reserved.
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
+
+Functions:
+- configure_logger(): Configure the logging system.
+"""
+
+import logging
+import logging.config
+import os
+
+
+def configure_logger():
+ """
+ Configure the logging system.
+
+ This function sets up the logging configuration, including the log format,
+ log file location, log level, and rotation settings.
+
+ Returns:
+ logger: The configured logger object.
+ """
+
+ # Create logs directory if it doesn't exist
+ logs_dir = "logs"
+ os.makedirs(logs_dir, exist_ok=True)
+
+ logging_config = {
+ "version": 1,
+ "disable_existing_loggers": False,
+ "formatters": {
+ "debug_formatter": {
+ "format": "%(asctime)s - %(name)s - %(levelname)s - %(module)s - %(funcName)s:%(lineno)d - %(message)s - %(exc_info)s"
+ },
+ "info_formatter": {
+ "format": "%(asctime)s - %(name)s - %(levelname)s - %(module)s - %(funcName)s - %(message)s"
+ },
+ },
+ "handlers": {
+ "file": {
+ "class": "logging.handlers.TimedRotatingFileHandler",
+ "filename": os.path.join(logs_dir, "fashioncrawler.log"),
+ "when": "midnight",
+ "interval": 1,
+ "backupCount": 3,
+ "formatter": "debug_formatter",
+ "level": "DEBUG",
+ }
+ },
+ "loggers": {
+ "": {
+ "handlers": ["file"],
+ "level": "DEBUG",
+ }
+ },
+ "filters": {
+ "debug_filter": {"()": "logging.Filter", "name": "debug"},
+ "info_filter": {"()": "logging.Filter", "name": "info"},
+ },
+ }
+
+ logging.config.dictConfig(logging_config)
+
+ logger = logging.getLogger(__name__)
+
+ return logger
diff --git a/fashioncrawler/utils/utils.py b/fashioncrawler/utils/utils.py
new file mode 100644
index 0000000..1838b15
--- /dev/null
+++ b/fashioncrawler/utils/utils.py
@@ -0,0 +1,75 @@
+"""
+Utility Functions Module
+=======================
+
+This module provides utility functions for various operations.
+
+Classes:
+- Utils: A class containing utility methods.
+
+Functions:
+- convert_to_datetime(time_str_list): Convert a list of time strings to datetime objects.
+"""
+
+from datetime import datetime, timedelta
+
+
+class Utils:
+ """
+ Utils: A class containing utility methods.
+
+ Methods:
+ - convert_to_datetime(time_str_list): Convert a list of time strings to datetime objects.
+ """
+
+ # TODO: optimize this (check testing/testing.py)
+ @classmethod
+ def convert_to_datetime(cls, time_str_list):
+ """
+ Convert a list of time strings to datetime objects.
+
+ Args:
+ time_str_list (list): A list of time strings.
+
+ Returns:
+ list: A list of formatted datetime strings.
+ """
+ datetime_list = []
+
+ for time_str in time_str_list:
+ parts = time_str.split(" ")
+ num = int(parts[0])
+ unit = parts[1]
+
+ if unit in ("days", "day"):
+ delta = timedelta(days=num)
+ tformat = "%a, %B %d"
+ elif unit in ("hours", "hour"):
+ delta = timedelta(hours=num)
+ tformat = "%a, %B %d at about %I%p"
+ elif unit in ("minutes", "minute"):
+ delta = timedelta(minutes=num)
+ tformat = "%a, %B %d at %I:%M%p"
+ else:
+ raise ValueError("Invalid unit")
+
+ datetime_string = datetime.now() - delta
+ formatted_string = datetime_string.strftime(tformat)
+ datetime_list.append(formatted_string)
+
+ return datetime_list
+
+ @staticmethod
+ def create_context_dict(dataframes, **kwargs):
+ """
+ Create a context dictionary for Jinja2 templates by merging the given dataframes and additional key-value pairs.
+
+ Parameters:
+ - dataframes (dict): A dictionary containing dataframes as values.
+ - **kwargs: Additional key-value pairs to include in the context dictionary.
+
+ Returns:
+ dict: A context dictionary containing merged dataframes and additional key-value pairs.
+ """
+ context = {**dataframes, **kwargs}
+ return context
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..4fed1cb
--- /dev/null
+++ b/main.py
@@ -0,0 +1,78 @@
+#!/usr/bin/env python3
+# Copyright 2024 Nicholas Brady. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+
+# import cProfile
+from fashioncrawler import utils, scraper, extractor
+
+
+def run_scraper(scraping, extraction, search_query):
+ """
+ Run the specified scraper and extract data.
+
+ Args:
+ - scraper: The scraper object.
+ - extractor: The data extractor object corresponding to the scraper.
+ - search_query: The search query.
+
+ Returns:
+ - pd.DataFrame: Extracted data as a DataFrame.
+ """
+
+ scraping.run_scraper(search_query)
+ df = extraction.extract_data_to_dataframe()
+ return df
+
+
+def main():
+ config = utils.IOUtils.parse_args()
+ search_query = config.get("search_query", "")
+
+ scrapers = {
+ "depop": (
+ lambda: scraper.DepopScraper(config),
+ extractor.DepopDataExtractor,
+ ),
+ "grailed": (
+ lambda: scraper.GrailedScraper(config),
+ extractor.GrailedDataExtractor,
+ ),
+ }
+
+ dataframes = {
+ "depop": None,
+ "grailed": None,
+ }
+
+ enabled_sites = [site["name"] for site in config["sites"] if site["enabled"]]
+ for site in enabled_sites:
+ scraper_cls_factory, extractor_cls = scrapers.get(site) # type: ignore
+ if scraper_cls_factory:
+ scraper_cls = scraper_cls_factory()
+ extraction = extractor_cls(driver=scraper_cls.driver, config=config)
+ df = run_scraper(scraper_cls, extraction, search_query)
+ if df is not None and not df.empty:
+ dataframes[site] = df
+ scraper_cls.driver.quit()
+
+ output_filename = str(config.get("output", search_query))
+ utils.IOUtils.handle_dataframe_output(
+ dataframes, config, enabled_sites, search_query, output_filename
+ )
+
+
+if __name__ == "__main__":
+ # cProfile.run("main()", filename="profile_results.txt")
+ main()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..1272f25
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1444 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+ {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+ {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+ {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
+name = "brotli"
+version = "1.1.0"
+description = "Python bindings for the Brotli compression library"
+optional = false
+python-versions = "*"
+files = [
+ {file = "Brotli-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1140c64812cb9b06c922e77f1c26a75ec5e3f0fb2bf92cc8c58720dec276752"},
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+ {file = "zopfli-0.2.3.zip", hash = "sha256:dbc9841bedd736041eb5e6982cd92da93bee145745f5422f3795f6f258cdc6ef"},
+]
+
+[package.extras]
+test = ["pytest"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11.8"
+content-hash = "8ca549cce8f3ec8a909ab64c802ae8931b155e28e58a793667296d7cfeeb4cba"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..833efe9
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,50 @@
+[tool.poetry]
+name = "FashionCrawler"
+version = "0.3.0"
+description = "FashionCrawler is a versatile Python tool designed for scraping data from various online shopping platforms including Grailed, Depop, and more."
+authors = ["Nick <normalcitizen24@proton.me> <nbgenius1@gmail.com>"]
+readme = "README.md"
+package-mode = false
+license = "Apache-2.0"
+
+[tool.poetry.dependencies]
+python = "^3.11.8"
+attrs = "^23.2.0"
+beautifulsoup4 = "^4.12.3"
+bs4 = "^0.0.2"
+certifi = "^2024.2.2"
+charset-normalizer = "^3.3.2"
+h11 = "^0.14.0"
+idna = "^3.6"
+lxml = "^5.1.0"
+numpy = "^1.26.4"
+outcome = "^1.3.0.post0"
+packaging = "^23.2"
+pandas = "^2.2.1"
+pysocks = "^1.7.1"
+python-dateutil = "^2.9.0.post0"
+python-dotenv = "^1.0.1"
+pytz = "^2024.1"
+pyyaml = "^6.0.1"
+requests = "^2.31.0"
+selenium = "^4.18.1"
+six = "^1.16.0"
+sniffio = "^1.3.1"
+sortedcontainers = "^2.4.0"
+soupsieve = "^2.5"
+trio = "^0.24.0"
+trio-websocket = "^0.11.1"
+typing-extensions = "^4.10.0"
+tzdata = "^2024.1"
+urllib3 = "^2.2.1"
+webdriver-manager = "^4.0.1"
+wsproto = "^1.2.0"
+jinja2 = "^3.1.3"
+weasyprint = "^61.2"
+
+[tool.poetry.group.dev.dependencies]
+tomlkit = "^0.12.4"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..9e48132
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,47 @@
+attrs==23.2.0
+beautifulsoup4==4.12.3
+brotli==1.1.0
+brotlicffi==1.1.0.0
+bs4==0.0.2
+certifi==2024.2.2
+cffi==1.16.0
+charset-normalizer==3.3.2
+cssselect2==0.7.0
+fonttools==4.51.0
+h11==0.14.0
+html5lib==1.1
+idna==3.7
+jinja2==3.1.4
+lxml==5.2.1
+markupsafe==2.1.5
+numpy==1.26.4
+outcome==1.3.0.post0
+packaging==23.2
+pandas==2.2.2
+pillow==10.3.0
+pycparser==2.22
+pydyf==0.10.0
+pyphen==0.15.0
+pysocks==1.7.1
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+pytz==2024.1
+pyyaml==6.0.1
+requests==2.31.0
+selenium==4.20.0
+six==1.16.0
+sniffio==1.3.1
+sortedcontainers==2.4.0
+soupsieve==2.5
+tinycss2==1.3.0
+tomlkit==0.12.5
+trio==0.24.0
+trio-websocket==0.11.1
+typing-extensions==4.11.0
+tzdata==2024.1
+urllib3==2.2.1
+weasyprint==61.2
+webdriver-manager==4.0.1
+webencodings==0.5.1
+wsproto==1.2.0
+zopfli==0.2.3
(oldest)
·
back to FashionCrawler
·
Fix Depop image-link column: check get_image_links attr, not 33c7bc4 →