From 53ee5f14d924994afd6262c6143de1da3844a3f6 Mon Sep 17 00:00:00 2001 From: dehatanes Date: Sat, 12 Mar 2022 23:31:24 -0300 Subject: [PATCH 1/5] =?UTF-8?q?[Feat][wip]=20AC=20Spider=20-=20buscando=20?= =?UTF-8?q?boletins=20para=20todas=20as=20datas=20+=20coletando=20total=20?= =?UTF-8?q?das=20not=C3=ADcias?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- covid19br/run_spider.py | 2 + covid19br/spiders/spider_ac.py | 93 ++++++++++++++++++++++++++++++++++ 2 files changed, 95 insertions(+) create mode 100644 covid19br/spiders/spider_ac.py diff --git a/covid19br/run_spider.py b/covid19br/run_spider.py index c5cd7d0..441ceb4 100644 --- a/covid19br/run_spider.py +++ b/covid19br/run_spider.py @@ -9,6 +9,7 @@ sys.path[0] = "/".join(sys.path[0].split("/")[:-1]) from covid19br.common.data_normalization_utils import NormalizationUtils +from covid19br.spiders.spider_ac import SpiderAC from covid19br.spiders.spider_ba import SpiderBA from covid19br.spiders.spider_ce import SpiderCE from covid19br.spiders.spider_pr import SpiderPR @@ -17,6 +18,7 @@ # Todo -> Automatically retrieve spiders that extend the Base Class AVAILABLE_SPIDERS = [ + SpiderAC, SpiderBA, SpiderCE, SpiderPR, diff --git a/covid19br/spiders/spider_ac.py b/covid19br/spiders/spider_ac.py new file mode 100644 index 0000000..7e1dd42 --- /dev/null +++ b/covid19br/spiders/spider_ac.py @@ -0,0 +1,93 @@ +import re +import scrapy + +from covid19br.common.base_spider import BaseCovid19Spider +from covid19br.common.constants import State, ReportQuality +from covid19br.common.models.bulletin_models import StateTotalBulletinModel + + +REGEXP_CASES = re.compile("o Acre registra ([0-9.]+)(?:.+) de contaminação pela doença") +REGEXP_DEATHS = re.compile( + "o número oficial de mortes por covid-19 (?:.+) ([0-9.]+)[,]? em todo o estado" +) + + +class SpiderAC(BaseCovid19Spider): + state = State.AC + name = State.AC.value + information_delay_in_days = 0 + report_qualities = [ReportQuality.COUNTY_BULLETINS] + + news_base_url = "https://agencia.ac.gov.br/" + news_query_params = "?s=covid19" + + def pre_init(self): + self.requested_dates = list(self.requested_dates) + + def start_requests(self): + yield scrapy.Request(self.news_base_url + self.news_query_params) + + def parse(self, response, **kwargs): + news_per_date = {} + news_divs = response.xpath("//header[@class='entry-header']") + for div in news_divs: + url = div.xpath(".//h2[@class='entry-title']//a/@href").get() + if "boletim-sesacre" in url: + raw_date = ( + div.xpath(".//span[@class='date-post']//text()[2]").get().strip() + ) + date = self.normalizer.extract_numeric_date(raw_date) + news_per_date[date] = url + + for date in news_per_date: + if date in self.requested_dates: + yield scrapy.Request( + news_per_date[date], + callback=self.parse_news_bulletin, + cb_kwargs={"date": date}, + ) + + # handle pagination + if news_per_date and self.start_date < min(news_per_date): + last_page_number = 1 + last_page_url = response.request.url + if "page" in last_page_url: + url, *_query_params = last_page_url.split("?") + if url[-1] == "/": + url = url[:-1] + *_url_path, last_page_number = url.split("/") + last_page_number = self.normalizer.ensure_integer(last_page_number) + next_page_number = last_page_number + 1 + next_page_url = ( + f"{self.news_base_url}page/{next_page_number}/{self.news_query_params}" + ) + yield scrapy.Request(next_page_url, callback=self.parse) + + def parse_news_bulletin(self, response, date): + self._extract_cases_and_deaths_from_news(response, date) + + pdf_url = response.xpath( + "//div[@class='entry-content']//a[contains(@href, '.pdf') and contains(@href, 'BOLETIM')]/@href" + ).get() + yield scrapy.Request( + pdf_url, callback=self.parse_pdf_bulletin, cb_kwargs={"date": date} + ) + + def parse_pdf_bulletin(self, response, date): + print(f"Let's que let's {response.request.url}") + + def _extract_cases_and_deaths_from_news(self, response, date): + body_text = " ".join( + response.xpath("//div[@class='entry-content']//p//text()").extract() + ) + cases, *_other_matches = REGEXP_CASES.findall(body_text) or [None] + deaths, *_other_matches = REGEXP_DEATHS.findall(body_text) or [None] + if cases or deaths: + bulletin = StateTotalBulletinModel( + date=date, + state=self.state, + deaths=deaths, + confirmed_cases=cases, + source=response.request.url + " | Corpo da notícia", + ) + self.add_new_bulletin_to_report(bulletin, date) From cb7783a87bc58864ce0bba4ea782dc8616e97bf8 Mon Sep 17 00:00:00 2001 From: dehatanes Date: Sun, 13 Mar 2022 11:24:18 -0300 Subject: [PATCH 2/5] =?UTF-8?q?[Fix]=20Fazendo=20spider=20gerar=20warning?= =?UTF-8?q?=20de=20'total=20n=C3=A3o=20bate'=20quando=20n=C3=A3o=20h=C3=A1?= =?UTF-8?q?=20total=20de=20soma=20autom=C3=A1tica?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- covid19br/common/models/full_report.py | 34 ++++++++++---------------- covid19br/parsers/extractor_utils.py | 0 2 files changed, 13 insertions(+), 21 deletions(-) create mode 100644 covid19br/parsers/extractor_utils.py diff --git a/covid19br/common/models/full_report.py b/covid19br/common/models/full_report.py index cf7d362..6b69efa 100644 --- a/covid19br/common/models/full_report.py +++ b/covid19br/common/models/full_report.py @@ -127,26 +127,20 @@ def add_new_bulletin(self, bulletin: BulletinModel): self._auto_calculated_total.increase_deaths(bulletin.deaths) def check_total_death_cases(self) -> bool: - if not self._official_total_bulletins: - return False - auto_calculated_deaths = self._auto_calculated_total.deaths - return all( - [ - auto_calculated_deaths == official_bulletin.deaths - for official_bulletin in self._official_total_bulletins - ] - ) + death_cases_values = set() + if self._auto_calculated_total.has_deaths: + death_cases_values.add(self._auto_calculated_total.deaths) + for official_bulletin in self._official_total_bulletins: + death_cases_values.add(official_bulletin.deaths) + return len(death_cases_values) == 1 def check_total_confirmed_cases(self) -> bool: - if not self._official_total_bulletins: - return False - auto_calculated_cases = self._auto_calculated_total.confirmed_cases - return all( - [ - auto_calculated_cases == official_bulletin.confirmed_cases - for official_bulletin in self._official_total_bulletins - ] - ) + confirmed_cases_values = set() + if self._auto_calculated_total.has_confirmed_cases: + confirmed_cases_values.add(self._auto_calculated_total.confirmed_cases) + for official_bulletin in self._official_total_bulletins: + confirmed_cases_values.add(official_bulletin.confirmed_cases) + return len(confirmed_cases_values) == 1 def to_csv_rows(self): rows = [] @@ -357,9 +351,7 @@ def _auto_detect_warnings(self): "são apenas a soma automática dos dados dos municípios." ), ) - elif not self._auto_calculated_total.is_empty and ( - not self.check_total_confirmed_cases() or not self.check_total_death_cases() - ): + if not self.check_total_confirmed_cases() or not self.check_total_death_cases(): sources_data = "\n".join( [ f"Fonte {{ {' | '.join(bulletin.sources)} }}: " diff --git a/covid19br/parsers/extractor_utils.py b/covid19br/parsers/extractor_utils.py new file mode 100644 index 0000000..e69de29 From 418e0eafdd010c3dc7e0ac723eb5d004a512b66e Mon Sep 17 00:00:00 2001 From: dehatanes Date: Sun, 13 Mar 2022 13:45:54 -0300 Subject: [PATCH 3/5] [AC Spider][Fix] regex to confirmed cases --- covid19br/spiders/spider_ac.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/covid19br/spiders/spider_ac.py b/covid19br/spiders/spider_ac.py index 7e1dd42..9df1e31 100644 --- a/covid19br/spiders/spider_ac.py +++ b/covid19br/spiders/spider_ac.py @@ -1,12 +1,18 @@ import re import scrapy +import tempfile from covid19br.common.base_spider import BaseCovid19Spider from covid19br.common.constants import State, ReportQuality -from covid19br.common.models.bulletin_models import StateTotalBulletinModel - +from covid19br.common.models.bulletin_models import ( + StateTotalBulletinModel, + CountyBulletinModel, +) +from covid19br.parsers.acre import AcreBulletinExtractor -REGEXP_CASES = re.compile("o Acre registra ([0-9.]+)(?:.+) de contaminação pela doença") +REGEXP_CASES = re.compile( + "O número de infectados (?:passou )?(?:subiu )?(?:para )?(?:permanece.? )?(?:em )?([0-9.]+) em todo o estado" +) REGEXP_DEATHS = re.compile( "o número oficial de mortes por covid-19 (?:.+) ([0-9.]+)[,]? em todo o estado" ) From 8d1bdaa8159ba992a217d5095baebb053ffb50cd Mon Sep 17 00:00:00 2001 From: dehatanes Date: Sun, 13 Mar 2022 13:46:59 -0300 Subject: [PATCH 4/5] [AC Spider][Feat] pdf parser --- covid19br/parsers/acre.py | 98 ++++++++++++++++++++++++++++ covid19br/parsers/extractor_utils.py | 13 ++++ covid19br/parsers/tocantins.py | 9 +-- covid19br/spiders/spider_ac.py | 53 ++++++++++++++- 4 files changed, 164 insertions(+), 9 deletions(-) create mode 100644 covid19br/parsers/acre.py diff --git a/covid19br/parsers/acre.py b/covid19br/parsers/acre.py new file mode 100644 index 0000000..25c273f --- /dev/null +++ b/covid19br/parsers/acre.py @@ -0,0 +1,98 @@ +import re +from rows.plugins import pdf + +from covid19br.common.constants import State +from covid19br.common.data_normalization_utils import NormalizationUtils +from covid19br.parsers.extractor_utils import match_object_from_regexp, is_only_number + +REGEXP_DATE = re.compile("([0-9]+) de (.+) de ([0-9]{4})$") +CITY_NAME_TABLE_COLUMN = 0 +CONFIRMED_CASES_TABLE_COLUMN = 2 +DEATH_CASES_TABLE_COLUMN = 4 + + +def parse_int(value): + return int(value.replace(".", "")) + + +class AcreBulletinExtractor: + state = State.AC + + def __init__(self, filename): + self.doc = pdf.PyMuPDFBackend(filename) + + @property + def date(self): + first_page_objects = next( + self.doc.text_objects( + starts_after=re.compile("BOLETIM(.+)"), + ends_before=re.compile("SITUAÇÃO ATUAL(.+)"), + ) + ) + date_obj, *_ = match_object_from_regexp(REGEXP_DATE, first_page_objects) or [ + None + ] + if date_obj: + return NormalizationUtils.extract_in_full_date(" ".join(date_obj)) + + @property + def official_total(self): + first_page_objects = next( + self.doc.text_objects( + starts_after=re.compile("SITUAÇÃO ATUAL(.+)"), + ends_before=re.compile("DISTRIBUIÇÃO DOS CASOS(.+)"), + ) + ) + + # Unfortunately the text labels are images which makes difficult for us to get the numbers based on them + # So we are going to infer which values we need based on it's position (sometimes there are "ghost objects" + # in the page, but they are on the far left and won't interfere in this logic. + remaining_number_objs = [ + obj for obj in first_page_objects if is_only_number(obj.text) + ] + # we will start ordering the objects and drop the 2 last of the right (the little numbers on the bulletin) + ordered_by_x_axis = sorted(remaining_number_objs, key=lambda obj: obj.x0) + remaining_number_objs = ordered_by_x_axis[:-2] + # From the 3 numbers on the far right, the death cases is the one most at the bottom + *_, death_cases_obj = sorted( + remaining_number_objs[-3:], key=lambda obj: (obj.y0, obj.x0) + ) + remaining_number_objs = remaining_number_objs[:-3] + # From the 3 numbers on the right remaining (the middle column), the confirmed cases is the one in the middle + _, confirmed_cases_obj, _ = sorted( + remaining_number_objs[-3:], key=lambda obj: (obj.y0, obj.x0) + ) + + return {"confirmados": confirmed_cases_obj.text, "mortes": death_cases_obj.text} + + @property + def data(self): + table_page_number = self._get_table_page_number() + if not table_page_number: + return None + page_objs = next(self.doc.text_objects( + starts_after=re.compile(".+DISTRIBUIÇÃO DOS CASOS CONFIRMADOS.+"), + ends_before=re.compile("Fonte:.+"), + page_numbers=(table_page_number,), + )) + + # remove headers + city_column_header = next(obj for obj in page_objs if "munic" in obj.text.lower()) + table_objs = [obj for obj in page_objs if obj.y0 > city_column_header.y1] + + lines = pdf.group_objects("y", table_objs, check_group=pdf.object_contains_center) + for line in lines: + city = line[CITY_NAME_TABLE_COLUMN].text.strip() + deaths = line[DEATH_CASES_TABLE_COLUMN].text.strip() + confirmed = line[CONFIRMED_CASES_TABLE_COLUMN].text.strip() + yield { + "municipio": city, + "confirmados": confirmed, + "mortes": deaths, + } + + def _get_table_page_number(self): + for page_number, page_objs in enumerate(self.doc.text_objects(), start=1): + for obj in page_objs: + if "TABELA" in obj.text and "DISTRIBUIÇÃO DOS CASOS CONFIRMADOS" in obj.text: + return page_number diff --git a/covid19br/parsers/extractor_utils.py b/covid19br/parsers/extractor_utils.py index e69de29..dda38c3 100644 --- a/covid19br/parsers/extractor_utils.py +++ b/covid19br/parsers/extractor_utils.py @@ -0,0 +1,13 @@ +import re + + +def match_object_from_regexp(regexp, objects): + """Return the matching result for""" + for obj in objects: + result = regexp.findall(obj.text) + if result: + return result + + +def is_only_number(value): + return re.compile("^([0-9.,]+)$").findall(value.strip()) diff --git a/covid19br/parsers/tocantins.py b/covid19br/parsers/tocantins.py index 52292d1..532af54 100644 --- a/covid19br/parsers/tocantins.py +++ b/covid19br/parsers/tocantins.py @@ -8,19 +8,12 @@ from covid19br.common.constants import State from covid19br.common.data_normalization_utils import NormalizationUtils from covid19br.common.demographic_utils import DemographicUtils +from covid19br.parsers.extractor_utils import match_object_from_regexp REGEXP_DAY_MONTH = re.compile("([0-9]+) de (.+)$") REGEXP_YEAR = re.compile("^de ([0-9]{4})$") -def match_object_from_regexp(regexp, objects): - """Return the matching result for""" - for obj in objects: - result = regexp.findall(obj.text) - if result: - return result - - def parse_int(value): return int(value.replace(".", "")) diff --git a/covid19br/spiders/spider_ac.py b/covid19br/spiders/spider_ac.py index 9df1e31..2619901 100644 --- a/covid19br/spiders/spider_ac.py +++ b/covid19br/spiders/spider_ac.py @@ -80,7 +80,58 @@ def parse_news_bulletin(self, response, date): ) def parse_pdf_bulletin(self, response, date): - print(f"Let's que let's {response.request.url}") + source = response.request.url + with tempfile.NamedTemporaryFile(mode="wb", suffix=".pdf") as tmp: + tmp.write(response.body) + + extractor = AcreBulletinExtractor(tmp.name) + + pdf_date = extractor.date + if pdf_date and pdf_date != date: + self.logger.warning( + f"PDF date does not match for pdf {source}. Aborting extraction." + ) + return + + pdf_official_total = extractor.official_total + if pdf_official_total: + bulletin = StateTotalBulletinModel( + date=date, + state=self.state, + confirmed_cases=pdf_official_total["confirmados"], + deaths=pdf_official_total["mortes"], + source=response.request.url + " | Painel na primeira pag. do pdf.", + ) + self.add_new_bulletin_to_report(bulletin, date) + + pdf_data = list(extractor.data) + if not pdf_data: + if "parcial" not in source.lower(): + self.logger.error( + f"Couldn't extract data from pdf that is not parcial. Pdf source: {source}." + ) + return + + for row in pdf_data: + if row["municipio"].lower() == "total": + bulletin = StateTotalBulletinModel( + date=date, + state=self.state, + confirmed_cases=row["confirmados"], + deaths=row["mortes"], + source=response.request.url + + " | Tabela com dados dos municípios do pdf.", + ) + else: + bulletin = CountyBulletinModel( + date=date, + state=self.state, + city=row["municipio"], + confirmed_cases=row["confirmados"], + deaths=row["mortes"], + source=response.request.url, + ) + self.add_new_bulletin_to_report(bulletin, date) def _extract_cases_and_deaths_from_news(self, response, date): body_text = " ".join( From 3dc625b03ca06a3ce4d763e396047fddd8e10afe Mon Sep 17 00:00:00 2001 From: dehatanes Date: Sun, 13 Mar 2022 14:11:31 -0300 Subject: [PATCH 5/5] [AC Spider] adding tests --- tests/data/AC/TO-2022-01-30.pdf | Bin 0 -> 803957 bytes tests/data/AC/TO-2022-02-12.pdf | Bin 0 -> 504273 bytes tests/data/AC/TO-2022-02-25.csv | 24 +++++++++++++++++++++ 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+Brasileia,3.574,46 +Bujari,1.588,17 +Capixaba,848,17 +Cruzeiro do Sul,10.724,184 +Epitaciolândia,1.850,38 +Feijó,3.747,67 +Jordão,722,2 +Mâncio Lima,3.070,36 +Manoel Urbano,995,17 +M. 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data) + + +def run_parser_asserts(pdf_filename, expected_official_total): + parser = AcreBulletinExtractor(pdf_filename) + + assert parser.official_total == expected_official_total + + expected_csv = pdf_filename.parent / pdf_filename.name.replace(".pdf", ".csv") + with open(expected_csv) as fobj: + expected_data = list(csv.DictReader(fobj)) + data = list(parser.data) + assert sorted_dicts(expected_data) == sorted_dicts(data) + + +def test_01_pdf_with_ghost_objs_in_first_page(): + parser = AcreBulletinExtractor(Path("tests/data/AC/TO-2022-01-30.pdf")) + assert parser.official_total == {"confirmados": "98.149", "mortes": "1.868"} + assert not list(parser.data) + + +def test_02_pdf_without_cities_table(): + parser = AcreBulletinExtractor(Path("tests/data/AC/TO-2022-02-12.pdf")) + assert parser.official_total == {"confirmados": "110.430", "mortes": "1.917"} + assert not list(parser.data) + + +def test_03_pdf_with_cities_table(): + run_parser_asserts(Path("tests/data/AC/TO-2022-02-25.pdf"), {"confirmados": "120.569", "mortes": "1.969"})

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