diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 8595305..5b08b0e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,10 +5,12 @@ repos: hooks: - id: ruff - id: ruff-format + - repo: https://github.com/jackdewinter/pymarkdown rev: v0.9.23 hooks: - id: pymarkdown + exclude: docs/DATASETS.md - repo: local hooks: - id: nbqa-ruff diff --git a/docs/DATASETS.md b/docs/DATASETS.md new file mode 100644 index 0000000..258424b --- /dev/null +++ b/docs/DATASETS.md @@ -0,0 +1,81 @@ +# Disaster Dataset Sources and Manual Update Instructions + +This project includes a collection of global disaster-related datasets stored in +Azure Blob Storage under the `disaster-impact/raw/` container. These datasets +were **manually extracted** due to the lack of stable APIs or consistent +machine-readable download endpoints. + +## Manual Update Process + +Most sources do not provide stable APIs or bulk data endpoints. Therefore, to +update any of the datasets: + +1. Visit the source link listed in the table below. +2. Locate and download any new records since the last extraction. +3. Either: + - Append new entries to the existing CSVs stored in the Azure blob, or + - Replace the file entirely with a newly exported version. +4. Upload updated files to the correct path inside the + `disaster-impact/raw/` container. + +**Important**: Always preserve the folder structure to avoid breaking downstream +processes. + +## Web-Scraped Legacy Datasets (Now Blocked or Fragile) + +Some datasets were initially extracted using automated **web scraping scripts**. +These techniques are no longer reliable or allowed due to changes in site +structure or access restrictions. The following datasets fall under this +category: + +- CERF Activations +- Disaster Charter Activations +- GLIDE Events +- GDACS Events +- WFP ADAM + +### How to Update These + +To update any of the above, **please contact the relevant data owners** or +collaborators and request: + +- API access (if available), **or** +- A recent **CSV export or database snapshot/screenshot** + +Web scraping methods used previously are now deprecated and must not be reused +without permission. + +## Dataset Summary + +| Dataset Name | Source Link | Status | Historical Coverage | Blob Path | Notes | +|-----------------------------|------------------------------------------------------------------------------|-------------|----------------------|-----------------------------------------|----------------------------------------------------------------| +| Disaster Charter Activation | [https://disasterscharter.org/en/web/guest/charter-activations](https://disasterscharter.org/en/web/guest/charter-activations) | Done | Since 2000 | `disaster-impact/raw/disaster-charter/` | Originally scraped; manual update required | +| CERF Activations | [https://cerf.un.org/fundingByEmergency/all](https://cerf.un.org/fundingByEmergency/all) | Done | Since 2006 | `disaster-impact/raw/cerf/` | Scraping deprecated; request manual export | +| GLIDE Events | [https://glidenumber.net/glide/public/search/search.jsp](https://glidenumber.net/glide/public/search/search.jsp) | Done | Since 1930 | `disaster-impact/raw/glide/glide_events.csv` | Manual web form scrape; unstable for automation | +| GDACS Events | [https://www.gdacs.org/gdacsapi/api/events/geteventlist/SEARCH](https://www.gdacs.org/gdacsapi/api/events/geteventlist/SEARCH) | Done | Since 2000 | `disaster-impact/raw/gdacs/` | API limited | +| ADAM (WFP) | [https://gis.wfp.org/adamlive/](https://gis.wfp.org/adamlive/) | Blocked | Since 2024 | `disaster-impact/raw/wfp_adam/` | Scraping blocked; ask WFP for data access | +| CEMS Copernicus | [https://emergency.copernicus.eu/mapping/list-of-activations-rapid](https://emergency.copernicus.eu/mapping/list-of-activations-rapid) | In Progress | Since 2012 | *(pending)* | Has API; integration underway | +| IBTrACS | [https://www.ncei.noaa.gov/products/international-best-track-archive](https://www.ncei.noaa.gov/products/international-best-track-archive) | Done | Since 1842 | `disaster-impact/raw/ibtracs/IBTrACS.ALL.v04r00.nc` | Stable NetCDF source | +| PDC | *(no public link)* | Blocked | *(unknown)* | *(pending)* | Requires account setup | +| IFRC DREF | [https://go.ifrc.org/emergencies/all](https://go.ifrc.org/emergencies/all) | Done | Since 2018 | `disaster-impact/raw/ifrc_dref/` | Public CSV download | +| IDMC IDUs | [https://helix-tools-api.idmcdb.org/external-api/idus/all/?client_id=UNOCHA01AUG22](https://helix-tools-api.idmcdb.org/external-api/idus/all/?client_id=UNOCHA01AUG22) | Done | Since 2016 | `disaster-impact/raw/idmc_idu/` | Stable tokenized API | +| EM-DAT | [https://public.emdat.be/data](https://public.emdat.be/data) | Done | Since 2000 | `disaster-impact/raw/emdat/` | Download from public access site | + +## Future Datasets (Planned or Deferred) + +These datasets are under consideration for future inclusion. No data has been +extracted yet. + +- Dartmouth Flood Observatory +- DesInventar +- Earthquake data (GEM / USGS) +- Google FloodHub +- GloFAS +- IATI (Aid Transparency) +- FTS (Financial Tracking Service) +- EW4A (Evaluation of Early Warning) + +--- + +Please follow the established folder structure and naming convention when +contributing additional datasets to maintain consistency across the project. diff --git a/poetry.lock b/poetry.lock index 7e5ffff..e47cd47 100644 --- a/poetry.lock +++ b/poetry.lock @@ -55,20 +55,20 @@ test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"] [[package]] name = "attrs" -version = "24.2.0" +version = "25.3.0" description = "Classes Without Boilerplate" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, - {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, + {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, + {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] @@ -89,13 +89,13 @@ tomli = {version = "*", markers = "python_version < \"3.11\""} [[package]] name = "azure-core" -version = "1.32.0" +version = "1.34.0" description = "Microsoft Azure Core Library for Python" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - 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