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-[metadata] -lock-version = "2.0" -python-versions = "~3.9" -content-hash = "31bc0b006e13c9540ef7f89ae7d44ad34a766181c3bb1a2c40628a8de7c66d95" diff --git a/script/pyproject.toml b/script/pyproject.toml deleted file mode 100644 index 866bad6ced..0000000000 --- a/script/pyproject.toml +++ /dev/null @@ -1,23 +0,0 @@ -[tool.poetry] -name = "script" -version = "0.1.0" -description = "" -authors = ["Andrew Vaccaro "] - -[tool.poetry.dependencies] -python = "~3.9" -MarkupSafe = "^2.1.2" -PyYAML = "^6.0" -requests = "^2.28.2" -jsonschema = "^4.17.3" -typer = "^0.7.0" -openpyxl = "^3.1.0" -calitp-data-infra = "2024.4.1" - -[tool.poetry.dev-dependencies] -mypy = "^1.0.0" -types-requests = "^2.28.11" - -[build-system] -requires = ["poetry-core>=1.0.0"] -build-backend = "poetry.core.masonry.api" diff --git a/script/scrape_ntd.py b/script/scrape_ntd.py deleted file mode 100644 index f7167c53f4..0000000000 --- a/script/scrape_ntd.py +++ /dev/null @@ -1,124 +0,0 @@ -""" -This script can be executed manually to scrape a given -NTD data product for a specific year. In the future, -we can trivially turn this into an Airflow operator -and capture NTD data on a recurring basis. The main -feature we should add is getting the actual file URL -from the data set page. For example, the 2021 agency -database page is https://www.transit.dot.gov/ntd/data-product/2021-annual-database-agency-information -but the actual file is https://www.transit.dot.gov/sites/fta.dot.gov/files/2022-10/2021%20Agency%20Information.xlsx -which is linked in the HTML page. - -Datasets: -https://www.transit.dot.gov/ntd/data-product/2021-annual-database-agency-information -Contains basic contact and agency information for each NTD reporter. - -https://www.transit.dot.gov/ntd/data-product/monthly-module-adjusted-data-release -Monthly ridership - -When testing, add these lines and comment one out in your bash_profile. -export CALITP_BUCKET__NTD_DATA_PRODUCTS=gs://calitp-ntd-data-products -export CALITP_BUCKET__NTD_DATA_PRODUCTS=gs://test-calitp-ntd-data-products - -Sample Commands: -poetry install -then -poetry run python scrape_ntd.py annual-database-agency-information 2021 https://www.transit.dot.gov/sites/fta.dot.gov/files/2022-10/2021%20Agency%20Information.xlsx - --- REPLACED by "/airflow/plugins/operators/scrape_ntd_xlsx.py" --- poetry run python scrape_ntd.py monthly-ridership-with-adjustments 2024 https://www.transit.dot.gov/sites/fta.dot.gov/files/2024-04/February%202024%20Complete%20Monthly%20Ridership%20%28with%20adjustments%20and%20estimates%29_240402_0.xlsx -""" - -import gzip -import os -from typing import ClassVar, List - -import humanize -import pandas as pd # type: ignore -import pendulum -import requests -import typer -from calitp_data_infra.storage import ( # type: ignore - PartitionedGCSArtifact, - get_fs, - make_name_bq_safe, -) -from pydantic import HttpUrl, parse_obj_as - -CALITP_BUCKET__NTD_DATA_PRODUCTS = os.environ["CALITP_BUCKET__NTD_DATA_PRODUCTS"] - - -class NtdDataProductExtract(PartitionedGCSArtifact): - bucket: ClassVar[str] = CALITP_BUCKET__NTD_DATA_PRODUCTS - # table: str - partition_names: ClassVar[List[str]] = ["dt", "ts", "year"] - product: str - ts: pendulum.DateTime - year: int - file_url: HttpUrl - - @property - def table(self) -> str: - return self.product - - @property - def dt(self) -> pendulum.Date: - return self.ts.date() - - -def main( - product: str, - year: int, - file_url: str, -): - validated_url = parse_obj_as(HttpUrl, file_url) - typer.secho(f"reading file from url {validated_url}", fg=typer.colors.MAGENTA) - start = pendulum.now(tz="Etc/UTC") - - excel_content = requests.get(validated_url).content - - # Save initial excel files to the bucket as "raw" - excel_extract = NtdDataProductExtract( - product=product + "_raw", - ts=start, - year=year, - file_url=validated_url, - filename=f"{product}_raw.xlsx", - ) - typer.secho( - f"saving {humanize.naturalsize(len(excel_content))} bytes to {excel_extract.path}" - ) - excel_extract.save_content(fs=get_fs(), content=excel_content) - - df_dict = pd.read_excel(excel_content, sheet_name=None, engine="openpyxl") - - # Rename all columns in dictonary, then fix the key(tab) name of the dictionary - for key, df in df_dict.items(): - df = df.rename(make_name_bq_safe, axis="columns") - typer.secho( - f"read {df.shape[0]} rows and {df.shape[1]} columns", - fg=typer.colors.MAGENTA, - ) - - gzipped_content = gzip.compress( - df.to_json(orient="records", lines=True).encode() - ) - - tab_name = "" - if len(df_dict.keys()) > 1: - tab_name = "/" + make_name_bq_safe(key) - extract = NtdDataProductExtract( - product=product + tab_name, - ts=start, - year=year, - file_url=validated_url, - filename=f"{product}.jsonl.gz", - ) - typer.secho( - f"saving {humanize.naturalsize(len(gzipped_content))} bytes to {extract.path}" - ) - extract.save_content(fs=get_fs(), content=gzipped_content) - - -if __name__ == "__main__": - typer.run(main) diff --git a/warehouse/models/mart/ntd/dim_annual_agency_information.sql b/warehouse/models/mart/ntd/dim_annual_agency_information.sql index 772aa18532..146c3e5c69 100644 --- a/warehouse/models/mart/ntd/dim_annual_agency_information.sql +++ b/warehouse/models/mart/ntd/dim_annual_agency_information.sql @@ -1,15 +1,23 @@ -WITH stg_ntd__annual_database_agency_information AS ( +WITH stg_ntd__2022_agency_information AS ( SELECT *, -- TODO: this does not handle deletes - LEAD(ts) OVER (PARTITION BY year, ntd_id, state_parent_ntd_id ORDER BY ts ASC) AS next_ts, - FROM {{ ref('stg_ntd__annual_database_agency_information') }} + LEAD(execution_ts) OVER (PARTITION BY ntd_id, state_parent_ntd_id ORDER BY execution_ts ASC) AS next_ts, + FROM {{ ref('stg_ntd__2022_agency_information') }} +), + +stg_ntd__2023_agency_information AS ( + SELECT + *, + -- TODO: this does not handle deletes + LEAD(execution_ts) OVER (PARTITION BY ntd_id, state_parent_ntd_id ORDER BY execution_ts ASC) AS next_ts, + FROM {{ ref('stg_ntd__2023_agency_information') }} ), dim_annual_agency_information AS ( SELECT - {{ dbt_utils.generate_surrogate_key(['year', 'ntd_id', 'state_parent_ntd_id', 'ts']) }} AS key, - year, + {{ dbt_utils.generate_surrogate_key([2023, 'ntd_id', 'state_parent_ntd_id', 'execution_ts']) }} AS key, + 2023 AS year, ntd_id, state_parent_ntd_id, agency_name, @@ -38,8 +46,61 @@ dim_annual_agency_information AS ( ueid, service_area_sq_miles, service_area_pop, - primary_uza_code, - primary_uza_name, + primary_uza_uace_code AS primary_uza_code, + uza_name AS primary_uza_name, + tribal_area_name, + population, + density, + sq_miles, + voms_do, + voms_pt, + total_voms, + volunteer_drivers, + personal_vehicles, + tam_tier, + number_of_state_counties, + number_of_counties_with_service, + state_admin_funds_expended, + execution_ts AS _valid_from, + {{ make_end_of_valid_range('COALESCE(next_ts, CAST("2099-01-01" AS TIMESTAMP))') }} AS _valid_to, + next_ts IS NULL AS _is_current, + FROM stg_ntd__2023_agency_information + + UNION ALL + + SELECT + {{ dbt_utils.generate_surrogate_key([2022, 'ntd_id', 'state_parent_ntd_id', 'execution_ts']) }} AS key, + 2022 AS year, + ntd_id, + state_parent_ntd_id, + agency_name, + reporter_acronym, + doing_business_as, + NULL AS division_department, + legacy_ntd_id, + reported_by_ntd_id, + reported_by_name, + reporter_type, + reporting_module, + organization_type, + subrecipient_type, + fy_end_date, + original_due_date, + address_line_1, + address_line_2, + p_o__box, + city, + state, + zip_code, + zip_code_ext, + region, + url, + fta_recipient_id, + ueid, + service_area_sq_miles, + service_area_pop, + primary_uza_uace_code AS primary_uza_code, + uza_name AS primary_uza_name, tribal_area_name, population, density, @@ -53,10 +114,10 @@ dim_annual_agency_information AS ( number_of_state_counties, number_of_counties_with_service, state_admin_funds_expended, - ts AS _valid_from, + execution_ts AS _valid_from, {{ make_end_of_valid_range('COALESCE(next_ts, CAST("2099-01-01" AS TIMESTAMP))') }} AS _valid_to, next_ts IS NULL AS _is_current, - FROM stg_ntd__annual_database_agency_information + FROM stg_ntd__2022_agency_information ) SELECT * FROM dim_annual_agency_information diff --git a/warehouse/models/staging/ntd/_src.yml b/warehouse/models/staging/ntd/_src.yml deleted file mode 100644 index 808764ec50..0000000000 --- a/warehouse/models/staging/ntd/_src.yml +++ /dev/null @@ -1,206 +0,0 @@ -version: 2 - -x-common-fields: - - &ntd_id - name: ntd_id - description: '{{ doc("ntd_id") }}' - tests: - - not_null - - &agency_name - name: agency_name - description: '{{ doc("ntd_agency_name") }}' - - &legacy_ntd_id - name: legacy_ntd_id - description: '{{ doc("ntd_legacy_id") }}' - - &state_parent_ntd_id - name: state_parent_ntd_id - description: '{{ doc("ntd_state_parent_ntd_id") }}' - - &year - name: year - description: '{{ doc("ntd_report_year") }}' - tests: - - not_null - - &reporter_type - name: reporter_type - description: '{{ doc("ntd_reporter_type") }}' - - &organization_type - name: organization_type - description: '{{ doc("ntd_organization_type") }}' - - &doing_business_as - name: doing_business_as - description: '{{ doc("ntd_doing_business_as") }}' - - &address_line_1 - name: address_line_1 - description: '{{ doc("ntd_mailing_address_line_1") }}' - - &address_line_2 - name: address_line_2 - description: '{{ doc("ntd_mailing_address_line_2") }}' - - &p_o__box - name: p_o__box - description: '{{ doc("ntd_mailing_p_o_box") }}' - - &mailing_city - name: city - description: '{{ doc("ntd_mailing_city") }}' - - &mailing_state - name: state - description: '{{ doc("ntd_mailing_state") }}' - - &zip_code - name: zip_code - description: '{{ doc("ntd_mailing_zip_code") }}' - - &zip_code_ext - name: zip_code_ext - description: '{{ doc("ntd_mailing_zip_code_ext") }}' - - ®ion - name: region - description: '{{ doc("ntd_region") }}' - - &density - name: density - description: '{{ doc("ntd_density") }}' - - &ueid - name: ueid - description: '{{ doc("ntd_ueid") }}' - - &fta_recipient_id - name: fta_recipient_id - description: '{{ doc("ntd_fta_recipient_id") }}' - - &original_due_date - name: original_due_date - description: '{{ doc("ntd_original_due_date") }}' - - &fy_end_date - name: fy_end_date - description: '{{ doc("ntd_fy_end_date") }}' - - &number_of_counties_with_service - name: number_of_counties_with_service - description: '{{ doc("ntd_number_of_counties_with_service") }}' - - &number_of_state_counties - name: number_of_state_counties - description: '{{ doc("ntd_number_of_state_counties") }}' - - &personal_vehicles - name: personal_vehicles - description: '{{ doc("ntd_personal_vehicles") }}' - - &reported_by_name - name: reported_by_name - description: '{{ doc("ntd_reported_by_name") }}' - - &reported_by_ntd_id - name: reported_by_ntd_id - description: '{{ doc("ntd_reported_by_ntd_id") }}' - - &reporter_acronym - name: reporter_acronym - description: '{{ doc("ntd_reporter_acronym") }}' - - &reporting_module - name: reporting_module - description: '{{ doc("ntd_reporting_module") }}' - - &division_department - name: division_department - description: '{{ doc("ntd_division_department") }}' - - &state_admin_funds_expended - name: state_admin_funds_expended - description: '{{ doc("ntd_state_admin_funds_expended") }}' - - &subrecipient_type - name: subrecipient_type - description: '{{ doc("ntd_subrecipient_type") }}' - - &tam_tier - name: tam_tier - description: '{{ doc("ntd_tam_tier") }}' - - &tribal_area_name - name: tribal_area_name - description: '{{ doc("ntd_tribal_area_name") }}' - - &url - name: url - description: '{{ doc("ntd_agency_url") }}' - - &volunteer_drivers - name: volunteer_drivers - description: '{{ doc("ntd_volunteer_drivers") }}' - - &primary_uza - name: primary_uza - description: '{{ doc("ntd_primary_uza_code") }}' - - &uza_name - name: uza_name - description: '{{ doc("ntd_primary_uza_name") }}' - - &sq_miles - name: sq_miles - description: '{{ doc("ntd_primary_uza_area_sq_miles") }}' - - &population - name: population - description: '{{ doc("ntd_primary_uza_population") }}' - - &service_area_pop - name: service_area_pop - description: '{{ doc("ntd_service_area_population") }}' - - &service_area_sq_miles - name: service_area_sq_miles - description: '{{ doc("ntd_service_area_sq_miles") }}' - - &voms_do - name: voms_do - description: '{{ doc("ntd_voms_do") }}' - - &voms_pt - name: voms_pt - description: '{{ doc("ntd_voms_pt") }}' - - &total_voms - name: total_voms - description: '{{ doc("ntd_agency_voms") }}' - - &dt - name: dt - description: '{{ doc("ntd_extracting_date") }}' - - &ts - name: ts - description: '{{ doc("ntd_execution_timestamp") }}' - -sources: - - name: ntd_data_products - description: Data sets loaded from NTD Data Reports https://www.transit.dot.gov/ntd/ntd-data. - database: "{{ env_var('DBT_SOURCE_DATABASE', var('SOURCE_DATABASE')) }}" - schema: external_ntd_data_products - tables: - - name: annual_database_agency_information - description: | - Contains basic contact and agency information for each NTD reporter. - - The dataset can be found at: - https://www.transit.dot.gov/ntd/data-product/2023-annual-database-agency-information - * For other years, just replace 2023 by the desired year. - columns: - - *year - - *ntd_id - - *legacy_ntd_id - - *state_parent_ntd_id - - *agency_name - - *doing_business_as - - *address_line_1 - - *address_line_2 - - *p_o__box - - *mailing_city - - *mailing_state - - *zip_code - - *zip_code_ext - - *region - - *density - - *ueid - - *fta_recipient_id - - *original_due_date - - *fy_end_date - - *number_of_counties_with_service - - *number_of_state_counties - - *organization_type - - *personal_vehicles - - *population - - *primary_uza - - *uza_name - - *reported_by_name - - *reported_by_ntd_id - - *reporter_acronym - - *reporter_type - - *reporting_module - - *division_department - - *service_area_pop - - *sq_miles - - *service_area_sq_miles - - *state_admin_funds_expended - - *subrecipient_type - - *tam_tier - - *voms_do - - *voms_pt - - *total_voms - - *tribal_area_name - - *url - - *volunteer_drivers - - *dt - - *ts diff --git a/warehouse/models/staging/ntd/_stg_ntd.yml b/warehouse/models/staging/ntd/_stg_ntd.yml deleted file mode 100644 index 9f34653eb9..0000000000 --- a/warehouse/models/staging/ntd/_stg_ntd.yml +++ /dev/null @@ -1,208 +0,0 @@ -version: 2 - -x-common-fields: - - &ntd_id - name: ntd_id - description: '{{ doc("ntd_id") }}' - tests: - - not_null - - &agency_name - name: agency_name - description: '{{ doc("ntd_agency_name") }}' - - &legacy_ntd_id - name: legacy_ntd_id - description: '{{ doc("ntd_legacy_id") }}' - - &state_parent_ntd_id - name: state_parent_ntd_id - description: '{{ doc("ntd_state_parent_ntd_id") }}' - - &year - name: year - description: '{{ doc("ntd_report_year") }}' - tests: - - not_null - - &reporter_type - name: reporter_type - description: '{{ doc("ntd_reporter_type") }}' - - &organization_type - name: organization_type - description: '{{ doc("ntd_organization_type") }}' - - &doing_business_as - name: doing_business_as - description: '{{ doc("ntd_doing_business_as") }}' - - &address_line_1 - name: address_line_1 - description: '{{ doc("ntd_mailing_address_line_1") }}' - - &address_line_2 - name: address_line_2 - description: '{{ doc("ntd_mailing_address_line_2") }}' - - &p_o__box - name: p_o__box - description: '{{ doc("ntd_mailing_p_o_box") }}' - - &mailing_city - name: city - description: '{{ doc("ntd_mailing_city") }}' - - &mailing_state - name: state - description: '{{ doc("ntd_mailing_state") }}' - - &zip_code - name: zip_code - description: '{{ doc("ntd_mailing_zip_code") }}' - - &zip_code_ext - name: zip_code_ext - description: '{{ doc("ntd_mailing_zip_code_ext") }}' - - ®ion - name: region - description: '{{ doc("ntd_region") }}' - - &density - name: density - description: '{{ doc("ntd_density") }}' - - &ueid - name: ueid - description: '{{ doc("ntd_ueid") }}' - - &fta_recipient_id - name: fta_recipient_id - description: '{{ doc("ntd_fta_recipient_id") }}' - - &original_due_date - name: original_due_date - description: '{{ doc("ntd_original_due_date") }}' - - &fy_end_date - name: fy_end_date - description: '{{ doc("ntd_fy_end_date") }}' - - &number_of_counties_with_service - name: number_of_counties_with_service - description: '{{ doc("ntd_number_of_counties_with_service") }}' - - &number_of_state_counties - name: number_of_state_counties - description: '{{ doc("ntd_number_of_state_counties") }}' - - &personal_vehicles - name: personal_vehicles - description: '{{ doc("ntd_personal_vehicles") }}' - - &reported_by_name - name: reported_by_name - description: '{{ doc("ntd_reported_by_name") }}' - - &reported_by_ntd_id - name: reported_by_ntd_id - description: '{{ doc("ntd_reported_by_ntd_id") }}' - - &reporter_acronym - name: reporter_acronym - description: '{{ doc("ntd_reporter_acronym") }}' - - &reporting_module - name: reporting_module - description: '{{ doc("ntd_reporting_module") }}' - - &division_department - name: division_department - description: '{{ doc("ntd_division_department") }}' - - &state_admin_funds_expended - name: state_admin_funds_expended - description: '{{ doc("ntd_state_admin_funds_expended") }}' - - &subrecipient_type - name: subrecipient_type - description: '{{ doc("ntd_subrecipient_type") }}' - - &tam_tier - name: tam_tier - description: '{{ doc("ntd_tam_tier") }}' - - &tribal_area_name - name: tribal_area_name - description: '{{ doc("ntd_tribal_area_name") }}' - - &url - name: url - description: '{{ doc("ntd_agency_url") }}' - - &volunteer_drivers - name: volunteer_drivers - description: '{{ doc("ntd_volunteer_drivers") }}' - - &primary_uza_code - name: primary_uza_code - description: '{{ doc("ntd_primary_uza_code") }}' - - &primary_uza_name - name: primary_uza_name - description: '{{ doc("ntd_primary_uza_name") }}' - - &sq_miles - name: sq_miles - description: '{{ doc("ntd_primary_uza_area_sq_miles") }}' - - &population - name: population - description: '{{ doc("ntd_primary_uza_population") }}' - - &service_area_pop - name: service_area_pop - description: '{{ doc("ntd_service_area_population") }}' - - &service_area_sq_miles - name: service_area_sq_miles - description: '{{ doc("ntd_service_area_sq_miles") }}' - - &voms_do - name: voms_do - description: '{{ doc("ntd_voms_do") }}' - - &voms_pt - name: voms_pt - description: '{{ doc("ntd_voms_pt") }}' - - &total_voms - name: total_voms - description: '{{ doc("ntd_agency_voms") }}' - - &dt - name: dt - description: '{{ doc("ntd_extracting_date") }}' - - &ts - name: ts - description: '{{ doc("ntd_execution_timestamp") }}' - -models: - - name: stg_ntd__annual_database_agency_information - description: | - Contains basic contact and agency information for each NTD reporter. - - The dataset can be found at: - https://www.transit.dot.gov/ntd/data-product/2023-annual-database-agency-information - * For other years, just replace 2023 by the desired year. - tests: - - dbt_utils.unique_combination_of_columns: - combination_of_columns: - - ts - - year - - ntd_id - - state_parent_ntd_id - columns: - - *year - - *ntd_id - - *legacy_ntd_id - - *state_parent_ntd_id - - *agency_name - - *doing_business_as - - *address_line_1 - - *address_line_2 - - *p_o__box - - *mailing_city - - *mailing_state - - *zip_code - - *zip_code_ext - - *region - - *density - - *ueid - - *fta_recipient_id - - *original_due_date - - *fy_end_date - - *number_of_counties_with_service - - *number_of_state_counties - - *organization_type - - *personal_vehicles - - *population - - *primary_uza_code - - *primary_uza_name - - *reported_by_name - - *reported_by_ntd_id - - *reporter_acronym - - *reporter_type - - *reporting_module - - *division_department - - *service_area_pop - - *sq_miles - - *service_area_sq_miles - - *state_admin_funds_expended - - *subrecipient_type - - *tam_tier - - *voms_do - - *voms_pt - - *total_voms - - *tribal_area_name - - *url - - *volunteer_drivers - - *dt - - *ts diff --git a/warehouse/models/staging/ntd/stg_ntd__annual_database_agency_information.sql b/warehouse/models/staging/ntd/stg_ntd__annual_database_agency_information.sql deleted file mode 100644 index 0112e9bee2..0000000000 --- a/warehouse/models/staging/ntd/stg_ntd__annual_database_agency_information.sql +++ /dev/null @@ -1,56 +0,0 @@ -WITH source AS ( - SELECT * FROM {{ source('ntd_data_products', 'annual_database_agency_information') }} -), - -stg_ntd__annual_database_agency_information AS ( - SELECT - year, - ntd_id, - state_parent_ntd_id, - agency_name, - reporter_acronym, - doing_business_as, - division_department, - legacy_ntd_id, - reported_by_ntd_id, - reported_by_name, - reporter_type, - reporting_module, - organization_type, - subrecipient_type, - fy_end_date, - original_due_date, - address_line_1, - address_line_2, - p_o__box, - city, - state, - zip_code, - zip_code_ext, - region, - url, - fta_recipient_id, - ueid, - service_area_sq_miles, - service_area_pop, - primary_uza AS primary_uza_code, - uza_name AS primary_uza_name, - tribal_area_name, - population, - density, - sq_miles, - voms_do, - voms_pt, - total_voms, - volunteer_drivers, - personal_vehicles, - tam_tier, - number_of_state_counties, - number_of_counties_with_service, - state_admin_funds_expended, - dt, - ts - FROM source -) - -SELECT * FROM stg_ntd__annual_database_agency_information