<commit_before>"""
This script should run daily to:
    pull new data from Socrata
"""
import datetime as dt
import json
import os
from pprint import pprint

from flask import current_app

import requests

from inspectors.extensions import db
from inspectors.app import create_app
from inspectors.inspections.serializers import (
            SOCRATA_DATE_FMT,
            supervisor_schema,
            inspector_schema,
            inspection_schema,
            DataLoader
        )


USE_JSON_CACHE = False
json_cache_path = "data.json"


def json_cache_exists():
    return os.path.exists(json_cache_path)


def socrata_query():
    timedelta = dt.timedelta(days=-3)
    now = dt.datetime.now()
    tomorrow = now + dt.timedelta(days=1)
    three_days_ago = now + timedelta
    date_format = SOCRATA_DATE_FMT
    endpoint = "https://opendata.miamidade.gov/resource/ba6h-bksp.json"
    query = "?$where=date > '{three_days_ago}' AND date < '{tomorrow}'".format(
            three_days_ago=three_days_ago.strftime(date_format),
            tomorrow=tomorrow.strftime(date_format),
            )
    request = requests.get( endpoint + query )
    return request.json()


def get_data():
    if USE_JSON_CACHE:
        if json_cache_exists():
            with open(json_cache_path, 'r') as f:
                data = json.load(f)
        else:
            data = socrata_query()
            with open(json_cache_path, 'w') as f:
                json.dump(data, f)
    else:
        data = socrata_query()

    return data



def load_data():
    data = get_data()
    relations = []

    supervisors, inspectors, inspections = [DataLoader(s) for s in (
            supervisor_schema,
            inspector_schema,
            inspection_schema,
        )]

    for row in data:
        relations.append({
            'supervisor': supervisors.slice_and_add(row),
            'inspector': inspectors.slice_and_add(row),
            'inspection': inspections.slice_and_add(row),
            })

    supervisors.save_models_or_report_errors()

    inspectors.add_foreign_keys_from(
            supervisors,
            [ (r['inspector'], r['supervisor']) for r in relations ],
            'supervisor_id'
            )
    inspectors.save_models_or_report_errors()

    inspections.add_foreign_keys_from(
            inspectors,
            [ (r['inspection'], r['inspector']) for r in relations ],
            'inspector_id'
            )
    inspections.save_models_or_report_errors()


def run():<commit_msg>skip empty rows from Socrata<commit_after>"""
This script should run daily to:
    pull new data from Socrata
"""
import datetime as dt
import json
import os
from pprint import pprint

from flask import current_app

import requests

from inspectors.extensions import db
from inspectors.app import create_app
from inspectors.inspections.serializers import (
            SOCRATA_DATE_FMT,
            supervisor_schema,
            inspector_schema,
            inspection_schema,
            DataLoader
        )


USE_JSON_CACHE = False
json_cache_path = "data.json"


def json_cache_exists():
    return os.path.exists(json_cache_path)


def socrata_query():
    timedelta = dt.timedelta(days=-3)
    now = dt.datetime.now()
    tomorrow = now + dt.timedelta(days=1)
    three_days_ago = now + timedelta
    date_format = SOCRATA_DATE_FMT
    endpoint = "https://opendata.miamidade.gov/resource/ba6h-bksp.json"
    query = "?$where=date > '{three_days_ago}' AND date < '{tomorrow}'".format(
            three_days_ago=three_days_ago.strftime(date_format),
            tomorrow=tomorrow.strftime(date_format),
            )
    request = requests.get( endpoint + query )
    return request.json()


def get_data():
    if USE_JSON_CACHE:
        if json_cache_exists():
            with open(json_cache_path, 'r') as f:
                data = json.load(f)
        else:
            data = socrata_query()
            with open(json_cache_path, 'w') as f:
                json.dump(data, f)
    else:
        data = socrata_query()

    return data



def load_data():
    data = get_data()
    relations = []

    supervisors, inspectors, inspections = [DataLoader(s) for s in (
            supervisor_schema,
            inspector_schema,
            inspection_schema,
        )]

    for row in data:
        if row:
            relations.append({
                'supervisor': supervisors.slice_and_add(row),
                'inspector': inspectors.slice_and_add(row),
                'inspection': inspections.slice_and_add(row),
                })

    supervisors.save_models_or_report_errors()

    inspectors.add_foreign_keys_from(
            supervisors,
            [ (r['inspector'], r['supervisor']) for r in relations ],
            'supervisor_id'
            )
    inspectors.save_models_or_report_errors()

    inspections.add_foreign_keys_from(
            inspectors,
            [ (r['inspection'], r['inspector']) for r in relations ],
            'inspector_id'
            )
    inspections.save_models_or_report_errors()


def run():
{'fraction_non_alphanumeric': 0.0945705824284304, 'fraction_numerical': 0.0011846001974333662, 'mean_word_length': 2.3527465254798146, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 2, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3821183', 'n_tokens_mistral': 1584, 'n_tokens_neox': 1521, 'n_words': 327}