diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 00000000..8383eed5 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,2 @@ +tests/cassettes/**/*.yaml binary +tests/cassettes/**/*.yaml linguist-vendored diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index 81192b9e..eb073dc4 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -38,4 +38,4 @@ jobs: flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - name: Test with pytest run: | - pytest + pytest --block-network --cov-report term diff --git a/pyproject.toml b/pyproject.toml index bfe00866..282181b4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,20 @@ keywords = [ ] dynamic = ["readme"] +[tool.setuptools] +packages = ["pytrends"] + # Taken from https://github.com/pypa/setuptools/blob/d138ec08efc2dbaebb8752e215e324f38bd807a2/setuptools/tests/config/test_pyprojecttoml.py#L68 [tool.setuptools.dynamic.readme] file = ["README.md"] content-type = "text/markdown" + +[tool.coverage.run] +branch = true + +[tool.coverage.report] +precision = 2 +show_missing = true + +[tool.pytest.ini_options] +addopts = "--cov pytrends/" diff --git a/pytrends/test_trendReq.py b/pytrends/test_trendReq.py deleted file mode 100644 index 33b01682..00000000 --- a/pytrends/test_trendReq.py +++ /dev/null @@ -1,185 +0,0 @@ -import pandas.api.types as ptypes -import pytest - -from pytrends.request import TrendReq -from pytrends.exceptions import TooManyRequestsError - - -too_many_requests_mark = pytest.mark.xfail( - reason="Google may return 429 whenever they want", - raises=TooManyRequestsError -) - - -@too_many_requests_mark -def test_get_data(): - """Should use same values as in the documentation""" - pytrend = TrendReq() - assert pytrend.hl == 'en-US' - assert pytrend.tz == 360 - assert pytrend.geo == '' - assert bool(pytrend.cookies['NID']) is True - - -@too_many_requests_mark -def test_build_payload(): - """Should return the widgets to get data""" - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - assert pytrend.token_payload is not None - - -@too_many_requests_mark -def test_tokens(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - assert pytrend.related_queries_widget_list is not None - - -@too_many_requests_mark -def test_interest_over_time(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.interest_over_time() - assert result is not None - - -@too_many_requests_mark -def test_interest_over_time_images(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop='images') - result = pytrend.interest_over_time() - assert result is not None - - -@too_many_requests_mark -def test_interest_over_time_news(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop='news') - result = pytrend.interest_over_time() - assert result is not None - - -@too_many_requests_mark -def test_interest_over_time_youtube(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop='youtube') - result = pytrend.interest_over_time() - assert result is not None - - -@too_many_requests_mark -def test_interest_over_time_froogle(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop='froogle') - result = pytrend.interest_over_time() - assert result is not None - - -@too_many_requests_mark -def test_interest_over_time_bad_gprop(): - pytrend = TrendReq() - with pytest.raises(ValueError): - pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop=' ') - - -@too_many_requests_mark -def test_interest_by_region(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.interest_by_region() - assert result is not None - - -@too_many_requests_mark -def test_interest_by_region_city_resolution(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.interest_by_region(resolution='CITY') - assert result is not None - - -@too_many_requests_mark -def test_related_topics(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.related_topics() - assert result is not None - - -@too_many_requests_mark -def test_related_queries(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.related_queries() - assert result is not None - - -@too_many_requests_mark -def test_trending_searches(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.trending_searches() - assert result is not None - - -@too_many_requests_mark -def test_realtime_trending_searches(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.realtime_trending_searches(pn='IN') - assert result is not None - - -@too_many_requests_mark -def test_request_args_passing_suggestions(): - requests_args = {'headers': { - 'User-Agent': 'pytrends', - }} - pytrend = TrendReq(requests_args=requests_args) - pytrend.build_payload(kw_list=['bananas']) - result = pytrend.suggestions('bananas') - assert result is not None - - -@too_many_requests_mark -def test_request_args_passing_trending_searches(): - requests_args = {'headers': { - 'User-Agent': 'pytrends', - }} - pytrend = TrendReq(requests_args=requests_args) - pytrend.build_payload(kw_list=['bananas']) - result = pytrend.trending_searches() - assert result is not None - - -@too_many_requests_mark -def test_top_charts(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.top_charts(date=2019) - assert result is not None - - -@too_many_requests_mark -def test_suggestions(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - result = pytrend.suggestions(keyword='pizza') - assert result is not None - - -@too_many_requests_mark -def test_ispartial_dtype(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel']) - df = pytrend.interest_over_time() - assert ptypes.is_bool_dtype(df.isPartial) - - -@too_many_requests_mark -def test_ispartial_dtype_timeframe_all(): - pytrend = TrendReq() - pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='all') - df = pytrend.interest_over_time() - assert ptypes.is_bool_dtype(df.isPartial) diff --git a/requirements-dev.txt b/requirements-dev.txt index 28ecacab..a309c214 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -1,2 +1,5 @@ flake8 +responses pytest +pytest-cov +pytest-recording diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/cassettes/test_request/test_build_payload.yaml b/tests/cassettes/test_request/test_build_payload.yaml new file mode 100644 index 00000000..b3205df6 --- /dev/null +++ b/tests/cassettes/test_request/test_build_payload.yaml @@ -0,0 +1,899 @@ +interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.28.1 + method: GET + uri: https://trends.google.com/?geo=US + response: + body: + string: "\n301 + Moved\n

301 Moved

\nThe document has moved\nhere.\r\n\r\n" + headers: + Age: + - '1191' + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000,h3-Q050=":443"; ma=2592000,h3-Q046=":443"; + ma=2592000,h3-Q043=":443"; ma=2592000,quic=":443"; ma=2592000; v="46,43" + Cache-Control: + - public, max-age=1800 + Content-Length: + - '237' + Content-Type: + - text/html; charset=UTF-8 + Date: + - Sat, 29 Oct 2022 10:38:46 GMT + Expires: + - Sat, 29 Oct 2022 11:08:46 GMT + Location: + - https://trends.google.com/trends/?geo=US + Server: + - sffe + X-Content-Type-Options: + - nosniff + X-XSS-Protection: + - '0' + status: + code: 301 + message: Moved Permanently +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.28.1 + method: GET + uri: https://trends.google.com/trends/?geo=US + response: + body: + string: !!binary | + H4sIAAAAAAAAAOybbVfaSBTHv0o2+2LfiCSA1briLqACWikHsA+sezxDMiZT88DOTES6p999J0HN + 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message: OK +version: 1 diff --git a/tests/cassettes/test_request/test_related_queries_result_keys.yaml b/tests/cassettes/test_request/test_related_queries_result_keys.yaml new file mode 100644 index 00000000..af97d141 --- /dev/null +++ b/tests/cassettes/test_request/test_related_queries_result_keys.yaml @@ -0,0 +1,1039 @@ +interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.28.1 + method: GET + uri: https://trends.google.com/?geo=US + response: + body: + string: "\n301 + Moved\n

301 Moved

\nThe document has moved\nhere.\r\n\r\n" + headers: + Age: + - '378' + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000,h3-Q050=":443"; ma=2592000,h3-Q046=":443"; + ma=2592000,h3-Q043=":443"; ma=2592000,quic=":443"; ma=2592000; v="46,43" + Cache-Control: + - public, max-age=1800 + Content-Length: + - '237' + Content-Type: + - text/html; charset=UTF-8 + Date: + - Sun, 30 Oct 2022 12:03:25 GMT + Expires: + - Sun, 30 Oct 2022 12:33:25 GMT + Location: + - https://trends.google.com/trends/?geo=US + Server: + - sffe + X-Content-Type-Options: + - nosniff + X-XSS-Protection: + - '0' + status: + code: 301 + message: Moved Permanently +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.28.1 + method: GET + uri: https://trends.google.com/trends/?geo=US + response: + body: + string: !!binary | + H4sIAAAAAAAAAOybW1fbOBDHv4rX+7AvhNhJKJQl7OYCIVDSbBJ6ybKHI2xhq/i2skwIe/rdV7YB + 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https://trends.google.com/trends/hottrends/visualize/internal/data + response: + body: + string: '{"united_states": ["Michigan football", "Seoul", "Penn State football", + "Powerball numbers", "Lakers", "Henry Cavill", "Florida Gators football", + "PSG vs Troyes", "Liverpool vs Leeds United", "Brighton vs Chelsea", "Bournemouth + vs Tottenham", "Kyrie Irving", "Lomachenko", "Tennessee vs Kentucky", "Warriors + vs Hornets", "Barcelona", "Oklahoma football", "Myositis", "Dogecoin", "Deion + Sanders"], "india": ["Ned vs Pak", "Halloween", "Deepak Hooda", "Barcelona", + "Jake Paul vs Anderson Silva", "Liam Hemsworth", "Halloween 2022", "Temba + Bavuma", "Kangana Ranaut", "Wasim Akram", "TSPSC Group 1 key", "Maradona", + "India vs South Africa", "New Zealand vs Sri Lanka", "Bangladesh vs Zimbabwe", + "Myositis", "Chhath Puja", "Brighton vs Chelsea", "Liverpool vs Leeds United", + "Ponniyin Selvan"], "japan": ["\u30cf\u30ed\u30a6\u30a3\u30f3", "\u5168\u65e5\u672c\u5927\u5b66\u5973\u5b50\u99c5\u4f1d", + "\u30de\u30af\u30ac\u30d5", "\u30cf\u30ed\u30a6\u30a3\u30f3\u3068\u306f", + "\u30d5\u30a1\u30b8\u30a2\u30fc\u30ce\u5ca1\u5c71", "\u6e0b\u8c37 \u30cf\u30ed\u30a6\u30a3\u30f3", + "\u5929\u7687\u8cde\u30fb\u79cb", "\u30e9\u30b0\u30d3\u30fc\u65e5\u672c\u4ee3\u8868", + "J\u30ea\u30fc\u30b0", "\u6e0b\u8c37\u30cf\u30ed\u30a6\u30a3\u30f3", "\u6a2a\u6d5c\u30de\u30e9\u30bd\u30f3", + "\u91d1\u6ca2\u30de\u30e9\u30bd\u30f3", "\u30d5\u30a3\u30ae\u30e5\u30a2\u30b9\u30b1\u30fc\u30c8", + "\u30a2\u30fc\u30af\u30ca\u30a4\u30c4", "\u5ddd\u5d0e\u30d5\u30ed\u30f3\u30bf\u30fc\u30ec", + "\u30ac\u30f3\u30d0\u5927\u962a", "\u6d66\u548c\u30ec\u30c3\u30ba", "\u30b3\u30f3\u30b5\u30c9\u30fc\u30ec", + "\u541b\u306e\u540d\u306f", "\u30b8\u30d6\u30ea\u30d1\u30fc\u30af"], "singapore": + ["Bangladesh vs Zimbabwe", "Netherlands vs Pakistan", "Valencia vs Barcelona", + "Liam Hemsworth", "Fulham vs Everton", "PSG", "Man United vs West Ham", "Newcastle", + "Brighton", "FIFA World Cup 2022", "Dogecoin", "Kyrie Irving", "Mexico gp", + "Itaewon stampede", "Liverpool vs Leeds United", "Leicester City vs Man City", + "Bournemouth vs Tottenham", "India vs South Africa", "Jake Paul vs Anderson + Silva", "Paul Pelosi"], "israel": ["\u05de\u05d0\u05e1\u05d8\u05e8 \u05e9\u05e3", + "\u05d1\u05e8\u05e6\u05dc\u05d5\u05e0\u05d4", "Jake Paul vs Anderson Silva", + "Seoul", "PSG", "Liam Hemsworth", "\u05de\u05d2\u05d9 \u05d8\u05d1\u05d9\u05d1\u05d9", + "\u05d4\u05d1\u05d9\u05ea \u05d4\u05d9\u05d4\u05d5\u05d3\u05d9", "\u05e2\u05d5\u05e4\u05e8 + \u05db\u05e1\u05d9\u05e3", "\u05d0\u05e8\u05d9\u05d4 \u05d3\u05e8\u05e2\u05d9", + "\u05de\u05d0\u05e1\u05d8\u05e8 \u05e9\u05e3 2022", "\u05d8\u05d5\u05d8\u05e0\u05d4\u05d0\u05dd", + "\u05e9\u05e2\u05d5\u05df \u05d7\u05d5\u05e8\u05e3", "\u05e2\u05d5\u05e4\u05e8 + \u05d0\u05d5\u05d7\u05e0\u05d4", "\u05e9\u05e2\u05d5\u05df \u05d7\u05d5\u05e8\u05e3 + 2022", "\u05e2\u05e8\u05d3 \u05e0\u05d9\u05e8", "\u05d0\u05dc\u05e2\u05d6\u05e8", + "\u05e8\u05dd \u05d1\u05df \u05d1\u05e8\u05e7", "\u05de\u05e2\u05d1\u05e8 + \u05dc\u05e9\u05e2\u05d5\u05df \u05d7\u05d5\u05e8\u05e3", "\u05de\u05db\u05d1\u05d9 + \u05e0\u05ea\u05e0\u05d9\u05d4"], "australia": ["Itaewon", "Brighton vs chelsea", + "Liverpool vs Leeds United", "Liam Hemsworth", "Bournemouth vs Tottenham", + "Netherlands vs Pakistan", "India vs South Africa", "Bangladesh vs Zimbabwe", + "Wallabies vs Scotland", "Man City", "Valencia vs Barcelona", "PSG", "Optus + Stadium", "Lomachenko", "Lakers", "Fulham vs Everton", "Madonna", "Noosa Triathlon", + "Kyrie Irving", "Michael Klim"], "hong_kong": ["\u5bcc\u58eb\u5eb7", "\u842c\u8056\u7bc02022", + "\u5c3c\u683c", "PSG", "\u8eca\u8def\u58eb", "T1", "\u5510\u8a69\u8a60", "\u6d88\u8cbb\u5238", + "\u9999\u6e2f\u5c0f\u59d0\u518d\u7af6\u9078", "\u9673\u66c9\u6771", "\u66fc\u57ce", + "\u8d70\u9418\u734e", "\u71b1\u523a", "\u4f69\u6d1b\u897f", "\u5f35\u5b87\u4eba", + "\u66f9\u683c", "\u8607\u97fb\u59ff", "\u98b1\u98a8", "\u9648\u6587\u6e05", + "\u68a8\u6cf0\u9662"], "taiwan": ["\u6234\u8cc7\u7a4e", "\u91d1\u9580\u5927\u6a4b", + "\u5bcc\u58eb\u5eb7", "T1", "\u5f35\u570b\u7152", "Faker", "\u7406\u79d1\u592a\u592a", + "\u6551\u570b\u5718\u904a\u884c", "\u82d7\u53ef\u9e97", "\u53f07\u7dda", "\u50b3\u85dd\u91d1\u66f2\u734e", + "Diss", "\u9673\u6dd1\u82b3", "\u9673\u9326\u7965", "\u68a8\u6cf0\u9662", + "\u5730\u9707", "\u8d70\u9418\u734e", "Foodpanda", "\u66f9\u683c", "\u4fee\u8b77\u971c"], + "canada": ["Michigan football", "Bangladesh vs Zimbabwe", "Lomachenko", "Chris + Hemsworth", "Arnold Allen", "Seoul", "Liam Hemsworth", "Liverpool vs Leeds + United", "PSG vs Troyes", "Changement d''heure", "Canadiens \u2013 Blues", + "Valencia vs Barcelona", "IND vs SA", "Lakers", "Cole Caufield", "Myositis", + "Oilers vs Flames", "Kyrie Irving", "Madonna", "Maple Leafs vs Kings"], "germany": + ["Nico Schlotterbeck", "Zeitumstellung 2022", "Halloween", "NSU-Akten", "Eintracht + Frankfurt \u2013 Dortmund", "The Voice of Germany", "Heinz Winkler", "Henry + Cavill", "RTL Samstag Nacht", "Holstein Kiel", "FC Barcelona", "Hugo Egon + Balder", "Frankfurt Marathon", "Formel 1 Mexiko", "Manchester City", "Cathy + Hummels", "RB Leipzig \u2013 Leverkusen", "Bayern gegen Mainz", "Im Westen + nichts Neues", "Pelosi"], "netherlands": ["Halloween", "Tijd", "Barcelona", + "Ted Kravitz", "Summerville", "Wintertijd", "Rico Verhoeven", "Liam Hemsworth", + "Hugo Camps", "Seoul", "Heerenveen", "Sparta", "Go Ahead Eagles", "Nacht van + de Nacht", "Zomertijd", "Hart van Nederland", "Mart Hoogkamer", "Mastodon", + "Dieuwertje Blok", "FC Den Bosch"], "indonesia": ["PSG vs Troyes", "Itaewon", + "Empoli vs Atalanta", "Jadwal MotoGP Valencia 2022", "Berdendang Bergoyang", + "Brentford", "Cadas Pangeran", "Festival Jajanan Bango", "Halloween Day", + "Jagat Nusantara", "Edinson Cavani", "Juragan 99", "Lazio vs Salernitana", + "Kanjuruhan", "Dewi Perssik", "Tempeh", "Leicester vs Man City", "Brighton + vs Chelsea", "Liverpool vs Leeds", "Valencia vs Barcelona"], "south_korea": + ["\ud1a0\ud2b8\ub118", "BBC", "\uccbc\uc2dc", "\ub3c4\uc9c0\ucf54\uc778", + "T1", "Korea", "\uc5f0\ud569\ub274\uc2a4", "PSG", "\uc774\ud0dc\uc6d0", "\uc9c0\uc9c4", + "\ub85c\ub610 1039\ud68c \ub2f9\ucca8\ubc88\ud638", "\uae40\ud0dc\ub9ac", + "\ub098\ud3f4\ub9ac", "\uc784\uc8fc\ud658", "\ub9c8\uc694\ub974\uce74", "\uacf5\uc778\uc911\uac1c\uc0ac + \uc2dc\ud5d8", "\ud658\uc2b9\uc5f0\uc5602", "\uc774\uc815\ud6c4", "\ub9e8\uc720", + "\ucc98\uc74c\ud559\uad50\ub85c"], "turkey": ["TRT haber spikeri Deniz Demir + kimdir", "Yaz saati k\u0131\u015f saati uygulamas\u0131", "Juventus", "Madonna", + "Ali Ko\u00e7", "Giresun", "Do\u011fu Perin\u00e7ek", "Edip Akbayram", "Mustafa + Sar\u0131g\u00fcl", "Flamengo", "Kubilay Aka", "Doge", "Fenerbah\u00e7e Voleybol", + "29 Ekim Cumhuriyet Bayram\u0131", "Fatih K\u0131saparmak", "PSG Troyes", + "Leicester City Manchester City", "Alanyaspor - Gaziantep FK", "Liverpool, + Leeds United", "G\u00fcney Kore"], "philippines": ["Halloween holiday", "Hornets + vs Warriors", "Liam Hemsworth", "Nets vs Pacers", "Jake Paul vs Anderson Silva", + "Bulls vs 76ers", "Kings vs Heat", "Mavericks vs Thunder", "Bucks vs Hawks", + "Kyrie Irving", "Magat Dam", "PSG vs Troyes", "Chris Martin", "Brighton vs + Chelsea", "Liverpool vs Leeds United", "Taylor Swift album", "Leslie Jordan", + "Lomachenko vs Ortiz", "African countries", "Pia Wurtzbach"], "italy": ["Flamengo", + "Ballando con le Stelle eliminati", "Barcellona", "Estrazioni Lotto, Superenalotto + oggi", "Lula", "Seoul news", "Juventus ''Inter", "Nina Corradini", "Nino Frassica", + "Barcelona", "Ferrari 499P", "Coldplay", "Rave party Modena", "Riforma Cartabia", + "Mario Rui", "Lucarelli", "Festa Halloween", "Vittorio Boiocchi", "Psg Troyes", + "Cagliari-Reggina"], "vietnam": ["L\u1ec5 h\u1ed9i Halloween", "T1 vs JDG", + "Real Madrid \u2013 Girona", "Paris Saint-Germain", "Liam Hemsworth", "Jin + (BTS", "K\u00fd \u1ee9c vui v\u1ebb", "Tot", "H\u01b0\u01a1ng Giang", "Neuer", + "Gisele b\u00fcndchen", "H\u1ed3ng L\u0129nh H\u00e0 T\u0129nh \u2013 Viettel", + "Leicester \u2013 Man City", "Brighton \u2013 Chelsea", "Bournemouth \u2013 + Tottenham", "Liverpool \u2013 Leeds", "Halloween ng\u00e0y m\u1ea5y", "Fulham + \u2013 Everton", "Man City", "Valencia \u2013 Barcelona"], "egypt": ["\u0627\u0644\u062f\u0648\u0631\u064a + \u0627\u0644\u0641\u0631\u0646\u0633\u064a", "\u0645\u064a\u0627\u0631 \u0627\u0644\u0628\u0628\u0644\u0627\u0648\u064a", + "\u0627\u0644\u0647\u0627\u0644\u0648\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629", + "\u0646\u0627\u062f\u064a\u0629 \u0627\u0644\u062c\u0646\u062f\u064a", "\u0645\u0633\u0644\u0633\u0644 + \u0627\u062a\u0632\u0627\u0646", "\u0627\u0644\u0631\u062e\u0635\u0629 \u0627\u0644\u0630\u0647\u0628\u064a\u0629", + "\u0644\u064a\u0641\u0631\u0628\u0648\u0644 \u0636\u062f \u0644\u064a\u062f\u0632", + "\u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0636\u062f \u0628\u0631\u0634\u0644\u0648\u0646\u0629", + "\u0644\u064a\u0633\u062a\u0631 \u0633\u064a\u062a\u064a \u0636\u062f \u0645\u0627\u0646 + \u0633\u064a\u062a\u064a", "\u0628\u0627\u0631\u064a\u0633 \u0633\u0627\u0646 + \u062c\u064a\u0631\u0645\u0627\u0646", "\u0645\u0646\u0627\u0644 \u0639\u0628\u062f + \u0627\u0644\u0644\u0637\u064a\u0641", "\u062a\u0648\u062a\u0646\u0647\u0627\u0645", + "\u0633\u0639\u0631 \u0627\u0644\u0630\u0647\u0628 \u0627\u0644\u064a\u0648\u0645 + \u0627\u0644\u0633\u0628\u062a", "\u063a\u0632\u0644 \u0627\u0644\u0645\u062d\u0644\u0629", + "\u0627\u0644\u0647\u0627\u0644\u0648\u064a\u0646", "\u062a\u064a\u0633\u064a\u0631 + \u0641\u0647\u0645\u064a", "\u0627\u0644\u0645\u0635\u0631\u064a", "\u0645\u0633\u0644\u0633\u0644 + \u0627\u064a\u062c\u0627\u0631 \u0642\u062f\u064a\u0645", "\u0645\u0631\u0648\u0627\u0646 + \u0628\u0627\u0628\u0644\u0648", "\u0646\u0627\u0628\u0648\u0644\u064a"], + "argentina": ["Jake Paul", "Patronato", "Clima Santa Fe", "Halloween significado", + "Benfica", "Mavericks Thunder", "Cumplea\u00f1os de maradona", "Lomachenko", + "Murio D.H. Peligro", "Hornets Warriors", "Turismo Carretera", "David Luiz", + "PSG", "Leicester City vs Manchester City", "Halloween", "Valencia CF vs Barcelona", + "El Encargado", "Dibu martinez", "Liverpool vs Leeds", "C\u00e1diz vs Atl\u00e9tico + Madrid"], "poland": ["Jake Paul", "Gorcza\u0144ska Chata", "Zag\u0142\u0119bie + Lubin \u2013 Cracovia", "Ukrad\u0142 tramwaj", "Telewizja Polska", "Motor + Lublin \u2013 Polonia", "Bia\u0142y Lotos", "Gladiator", "Liam Hemsworth", + "Bayern \u2013 Mainz", "PSG \u2013 Troyes", "Napoli \u2013 Sassuolo", "Lecce + \u2013 Juventus", "Itaewon", "Liverpool \u2013 Leeds", "Ruch \u2013 GKS Katowice", + "Brighton \u2013 Chelsea", "Wis\u0142a P\u0142ock \u2013 \u015al\u0105sk", + "Inter \u2013 Sampdoria", "O ktorej zmiana czasu"], "colombia": ["Loteriadeboyaca + 29 de octubre 2022", "Jake Paul", "Valencia CF vs Barcelona", "PSG vs Troyes", + "Liverpool vs Leeds", "Colombia sub-17 vs Selecci\u00f3n Femenina de F\u00fatbol + sub-17 de Espa\u00f1a", "Leicester City vs Manchester City", "Deportivo Cali + vs Patriotas", "Sevilla vs Rayo Vallecano", "Estampida", "C\u00e1diz vs Atl\u00e9tico + Madrid", "Lecce vs Juventus", "Bayern vs Mainz 05", "Brighton vs Chelsea", + "Envigado Tolima", "Bournemouth vs Tottenham", "Frankfurt vs Dortmund", "Tottenham", + "Inter vs sampdoria", "Brighton Chelsea"], "ukraine": ["\u0412\u0440\u0435\u043c\u044f + \u0432 \u041c\u043e\u0441\u043a\u0432\u0435", "\u041b\u0438\u0430\u043c \u0425\u0435\u043c\u0441\u0432\u043e\u0440\u0442", + "\u0411\u0443\u0434\u0430\u043d\u043e\u0432", "\u041f\u0421\u0416", "\u0418\u043d\u0442\u0435\u0440\u00a0\u2013 + \u0421\u0430\u043c\u043f\u0434\u043e\u0440\u0438\u044f", "30 \u043e\u043a\u0442\u044f\u0431\u0440\u044f + \u043f\u0440\u0430\u0437\u0434\u043d\u0438\u043a", "\u0414\u043d\u0435\u043f\u0440-1\u00a0\u2013 + \u0427\u0435\u0440\u043d\u043e\u043c\u043e\u0440\u0435\u0446", "\u0414\u0435\u043d\u044c + \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u0438\u0441\u0442\u0430 + \u0438 \u0434\u043e\u0440\u043e\u0436\u043d\u0438\u043a\u0430", "\u041d\u0438\u0436\u043d\u0438\u0439 + \u041d\u043e\u0432\u0433\u043e\u0440\u043e\u0434", "\u0421\u043e\u043c\u0430\u043b\u0438", + "\u042e\u0432\u0435\u043d\u0442\u0443\u0441", "\u0414\u043d\u0456\u043f\u0440\u043e-1 + \u2013 \u0427\u043e\u0440\u043d\u043e\u043c\u043e\u0440\u0435\u0446\u044c", + "\u041b\u043e\u043c\u0430\u0447\u0435\u043d\u043a\u043e \u041e\u0440\u0442\u0438\u0441", + "\u0417 \u0414\u043d\u0435\u043c \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0456\u043b\u0456\u0441\u0442\u0430", + "\u0414\u0435\u043d\u044c \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u0438\u0441\u0442\u0430", + "\u041a\u043e\u043b\u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044f\u0442\u044c + \u0433\u043e\u0434\u0438\u043d\u043d\u0438\u043a", "\u0421\u0435\u0443\u043b", + "\u0428\u0430\u0445\u0442\u0430\u0440 \u2013 \u041e\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u0456\u044f", + "\u041b\u0430\u043f\u0438\u043d", "\u0412\u0430\u043b\u0435\u043d\u0441\u0438\u044f\u00a0\u2013 + \u0411\u0430\u0440\u0441\u0435\u043b\u043e\u043d\u0430"], "saudi_arabia": + ["\u0628\u0627\u0631\u064a\u0633 \u0633\u0627\u0646 \u062c\u064a\u0631\u0645\u0627\u0646", + "\u0645\u062d\u0645\u062f \u0627\u0644\u062a\u0631\u0643", "\u0627\u0644\u062a\u062c\u0646\u064a\u062f", + "\u0646\u0627\u0646\u0633\u064a \u0639\u062c\u0631\u0645", "Lionel Messi", + "\u0645\u0646\u0627\u0644 \u0639\u0628\u062f \u0627\u0644\u0644\u0637\u064a\u0641", + "The Witcher", "\u064a\u0627\u0631\u0627 \u0627\u0644\u062d\u0642\u0628\u0627\u0646\u064a", + "\u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u062f\u0641\u0627\u0639", "\u062d\u0633\u0627\u0628 + \u0627\u0644\u0645\u0648\u0627\u0637\u0646", "\u0641\u0627\u0644\u0646\u0633\u064a\u0627 + \u0636\u062f \u0628\u0631\u0634\u0644\u0648\u0646\u0629", "\u0644\u064a\u0641\u0631\u0628\u0648\u0644 + \u0636\u062f \u0644\u064a\u062f\u0632", "\u0644\u064a\u0633\u062a\u0631 \u0633\u064a\u062a\u064a + \u0636\u062f \u0645\u0627\u0646 \u0633\u064a\u062a\u064a", "\u0627\u0644\u064a\u0633\u0627", + "\u0644\u064a\u0627\u0646 \u0639\u0628\u062f\u0627\u0644\u0644\u0647", "\u0639\u0645\u0631 + \u0647\u064a\u0641\u0627\u0621 \u0648\u0647\u0628\u064a", "\u0645\u0624\u0645\u0646 + \u0632\u0643\u0631\u064a\u0627", "\u062a\u0648\u062a\u0646\u0647\u0627\u0645", + "\u0627\u0644\u062a\u0627\u0631\u064a\u062e", "\u062a\u064a\u0633\u064a\u0631 + \u0641\u0647\u0645\u064a"], "kenya": ["Man United vs West Ham", "Torino vs + Milan", "Union Berlin vs Borussia mg", "Real Madrid vs Girona", "Kyrie Irving", + "Jake Paul vs Anderson Silva", "Netherlands vs Pakistan", "India vs South + Africa", "Leicester City vs Man City", "PSG vs Troyes", "Valencia vs Barcelona", + "Bayern vs Mainz", "Arsenal vs nottm Forest", "Lecce vs Juventus", "Napoli + vs Sassuolo", "Hull City vs Blackburn", "Preston vs Middlesbrough", "Inter + vs Sampdoria", "Wigan vs Watford", "Eintracht Frankfurt vs Borussia Dortmund"], + "chile": ["Jake Paul vs Anderson Silva", "Real Madrid vs Girona", "El mago + de Oz", "Valencia CF vs Barcelona", "PSG vs Troyes", "Leicester City vs Manchester + City", "Cuando es Halloween", "Liverpool vs Leeds", "C\u00e1diz vs Atl\u00e9tico + Madrid", "Arturo Vidal", "Bayern vs Mainz 05", "Brighton vs Chelsea", "Liam + Hemsworth", "Lecce vs Juventus", "Bournemouth vs Tottenham", "Cobresal", "Inter + vs sampdoria", "Perro cabeza humana video", "Sevilla vs Rayo Vallecano", "Giancarlo + Esposito"], "romania": ["Barcelona", "Henry Cavill", "PRO TV", "Universitatea + Craiova", "Chefi la cu\u021bite", "Madonna", "Ashleigh Barty", "Rapid - CFR + Cluj", "Formula 1 live", "Bayern m\u00fcnchen\u2013mainz", "Elon Musk", "Valencia + - Barcelona", "Sepsi", "Voluntari - Petrolul", "Gisele B\u00fcndchen", "Colectiv", + "Napoli Sassuolo", "Rona Hartner", "Se da ora inapoi", "Manchester City"], + "south_africa": ["India vs South Africa", "Man United vs West Ham", "Liam + Hemsworth", "Bangladesh vs Zimbabwe", "Netherlands vs Pakistan", "Seoul", + "Real Madrid vs Girona", "SuperSport United", "Orlando Pirates vs Kaizer Chiefs", + "Liverpool vs Leeds United", "Man City", "Royal AM vs Mamelodi Sundowns", + "PSG vs Troyes", "Bournemouth vs Tottenham", "Valencia vs Barcelona", "Newcastle + vs Aston Villa", "PSL", "Bayern vs Mainz", "King Misuzulu", "Fulham vs Everton"], + "belgium": ["Barcelona", "Tijd", "FC Barcelona", "Tom Gregory", "Zuid-Korea", + "Nagui", "Anderlecht \u2013 KAS Eupen", "Rico Verhoeven", "Jelle Cleymans", + "Flamengo", "Changement d''heure", "Zulte Waregem \u2013 Standard", "Club + Brugge Oostende", "Paris-sg \u2013 Troyes", "Leicester \u2013 Manchester + City", "Seoul", "Brighton \u2013 Chelsea", "Valence \u2013 Barcelone", "Liam + Hemsworth", "Liverpool \u2013 Leeds United"], "sweden": ["Barcelona", "PSG", + "Tid", "Malou", "Aston Villa", "Anne Frank", "Vintertid", "M\u00e5ns Zelmerl\u00f6w", + "Seoul", "Petter", "Gais", "Degerfors", "Degerfors IF", "Camilla L\u00e4ckberg", + "Kristianstad", "L\u00e4nsf\u00f6rs\u00e4kringar", "Sir V\u00e4s", "Elon Musk", + "Bj\u00f6rn Skifs", "St\u00e4lla om klockan"], "austria": ["Armin Rohde", + "FC Barcelona", "PSG", "Zeit", "Cathy Hummels", "Juventus", "Tottenham", "Coldplay", + "Tempeh", "Halloween", "Austria Lustenau gegen Rapid Wien", "Bayern gegen + Mainz", "Eintracht Frankfurt gegen Dortmund", "Sternekoch Heinz Winkler", + "Liam Hemsworth", "The Voice of Germany", "Austria Klagenfurt gegen WSG Tirol", + "RB Leipzig gegen Leverkusen", "Mirco Nontschew", "Formel 1 Mexiko"], "switzerland": + ["Henry Cavill", "Zeit", "Arouca \u2013 Sporting", "FC Barcelona", "Vittorio + Boiocchi", "Porto", "Armin Rohde", "Joker", "Madonna", "Flamengo", "Heure", + "F1 Mexico", "Time", "Newcastle \u2013 Aston Villa", "Fabienne Louves", "Tempeh", + "Halloween", "Great Balls of Fire", "Bayern gegen Mainz", "PSG"], "greece": + ["\u039c\u03c0\u03b1\u03c1\u03c4\u03c3\u03b5\u03bb\u03bf\u03bd\u03b1", "\u0392\u03b9\u03ba\u03c5 + \u03ba\u03bf\u03c5\u03bb\u03b9\u03b1\u03bd\u03bf\u03c5", "Henry Cavill", "\u039a\u03b1\u03af\u03c4\u03b7 + \u03a6\u03af\u03bd\u03bf\u03c5", "\u03a0\u03b1\u03c1\u03b9 \u03a3\u03b5\u03bd + \u03b6\u03b5\u03c1\u03bc\u03b5\u03bd", "\u039a\u03b1\u03c4\u03b5\u03c1\u03af\u03bd\u03b1 + \u03a3\u03c4\u03b9\u03ba\u03bf\u03cd\u03b4\u03b7", "\u0392\u03b1\u03bb\u03b5\u03c1\u03b9\u03b1 + \u03ba\u03bf\u03c5\u03c1\u03bf\u03c5\u03c0\u03b7", "\u039c\u03c0\u03b5\u03c1\u03bd\u03ac\u03c1", + "\u03a4\u03bf \u03bc\u03c0\u03bb\u03bf\u03ba\u03bf", "\u03a4\u03b1\u03c3\u03bf\u03c3 + \u03b9\u03bf\u03c1\u03b4\u03b1\u03bd\u03b9\u03b4\u03b7\u03c3", "30 \u039f\u03ba\u03c4\u03c9\u03b2\u03c1\u03af\u03bf\u03c5", + "\u0392\u03cc\u03bb\u03bf\u03c2 \u03b5\u03bd\u03b1\u03bd\u03c4\u03af\u03bf\u03bd + \u03a0\u03b1\u03bd\u03b1\u03b8\u03b7\u03bd\u03b1\u03ca\u03ba\u03cc\u03c2", + "50 Cent", "\u0391\u03bd\u03c4\u03b6\u03b5\u03bb\u03b1", "\u039c\u03c0\u03b5\u03c3\u03c3\u03c5 + \u03b1\u03c1\u03b3\u03c5\u03c1\u03b1\u03ba\u03b7", "\u0391\u0395\u039a \u03a0\u0391\u039f\u039a", + "\u0399\u03c9\u03bd\u03b9\u03ba\u03bf\u03c3", "\u03a4\u03c1\u03c5\u03c0\u03b1 + \u03c4\u03b1\u03c4\u03b1\u03c1\u03bd\u03b1\u03c3", "\u03a7\u03b1\u03bb\u03bf\u03b3\u03bf\u03c5\u03b9\u03bd", + "\u0391\u0395\u039a \u03b1\u03c1\u03b7\u03c3 \u03bc\u03c0\u03b1\u03c3\u03ba\u03b5\u03c4"], + "denmark": ["FC Barcelona", "Halloween", "Great Balls of Fire", "Jake Paul + vs Anderson Silva", "Liam Hemsworth", "Liverpool Leeds", "Valencia Barcelona", + "Leicester Man City", "Tottenham", "Madonna", "PSG", "Brighton Chelsea", + "Brentford - Wolves", "French Open 2022 badminton", "From scratch", "Harvey + Weinstein", "Millie Bobby Brown", "Jada", "VW ID. Buzz", "Br\u00f8ndby"], + "norway": ["PSG", "Kveitemj\u00f8l", "Angelina Jolie", "Stille klokka", "Liam + Hemsworth", "Ruben", "Chris Holsten", "Gresskar Halloween", "Erik Follestad", + "Liverpool Leeds", "Aurora", "Seoul", "Tottenham", "Magnus Carlsen", "Isabelle + Ringnes", "Madonna", "Filter Nyheter", "Fisker Ocean!", "KFUM", "Newcastle"], + "nigeria": ["Halloween", "Liam Hemsworth", "Leicester City vs Man City", "Valencia + vs Barcelona", "PSG vs Troyes", "Bournemouth vs Tottenham", "Napoli vs Sassuolo", + "Chelsea vs Brighton", "Newcastle vs Aston Villa", "Bayern vs Mainz", "Fulham + vs Everton", "Brentford vs Wolves", "Lecce vs Juventus", "Crystal Palace vs + Southampton", "Inter vs Sampdoria", "Man United vs West Ham", "Arsenal vs + nottm Forest", "Sevilla", "Real Madrid vs Girona", "CBN naira notes"], "new + zealand": ["India vs South Africa", "Itaewon", "Liverpool vs Leeds United", + "Leicester City vs Man City", "Liam Hemsworth", "Brighton vs Chelsea", "Bournemouth + vs Tottenham", "Newcastle vs Aston Villa", "PSG vs Troyes", "Netherlands vs + Pakistan", "Brentford vs Wolves", "Dominic Cummings", "Crystal Palace vs Southampton", + "Bangladesh vs Zimbabwe", "Valencia vs Barcelona", "Myositis", "Fulham vs + Everton", "Australia vs Scotland", "Tour of Southland", "Hornets vs Warriors"], + "ireland": ["What time is it", "Lomachenko", "Beetlejuice", "Time ireland", + "Mexico Grand Prix", "Ed Sheeran", "Inter vs Sampdoria", "Philippines", "Kiko + Martinez", "Netherlands vs Pakistan", "India vs South Africa", "Kyrie Irving", + "Scream", "When do the clocks go back", "Leicester City vs Man City", "Jake + Paul vs Anderson Silva", "Bournemouth vs Tottenham", "Brighton vs Chelsea", + "Halloween", "Newcastle vs Aston Villa"], "czech_republic": ["Psg", "Volby + 2022", "Zm\u011bna casu 2022", "Coldplay", "Dynamo", "Zmena casu", "Liam Hemsworth", + "Halloween 2022", "Discord", "Madonna", "Jake Paul", "Ales Bejr", "Bayern + \u2013 Mainz", "Zmena casu na zimni", "Sevastopol", "Clash", "V\u00e1lka na + Ukrajin\u011b", "Petr \u0160t\u011bp\u00e1nek", "Copak je to za voj\u00e1ka", + "Joe Biden"], "portugal": ["Bloom", "Carla Zambelli arma", "Goi\u00e1s Corinthians", + "Napoles", "Arouca Sporting", "Flamengo vs Athletico-PR", "Flamengo", "Arouca + vs Sporting", "PSG Troyes", "Coreia do Sul", "Atletico Madrid", "Liam Hemsworth", + "Jake Paul vs Anderson Silva", "Liverpool Leeds", "Horario de verao Portugal", + "Carla Zambelli", "Lia Gama", "Valencia Barcelona", "Eleicoes Brasil", "Barcelona"], + "mexico": ["La Bruja de Blair", "Cambio de horario", "Valencia CF vs Barcelona", + "PSG vs Troyes", "Corea del Sur", "Cuando se cambia el horario", "Leicester + City vs Manchester City", "Napoli Sassuolo", "Liverpool vs Leeds", "Copa + Libertadores", "Gran Premio de mexico", "Bayern vs Mainz 05", "C\u00e1diz + vs Atl\u00e9tico Madrid", "Brighton vs Chelsea", "A que hora cambia el horario", + "Lecce vs Juventus", "Frankfurt vs Dortmund", "Liam Hemsworth", "Jake Paul + vs Anderson Silva", "Sevilla vs Rayo Vallecano"], "malaysia": ["Itaewon", + "Man United vs West Ham", "Lecce vs Juventus", "Inter vs Sampdoria", "Liam + Hemsworth", "Philippines", "Hornets vs Warriors", "Tottenham Hotspur FC", + "Team Secret", "Liverpool vs Leeds United", "Leicester City vs Man City", + "Brighton vs Chelsea", "Bournemouth vs Tottenham", "Newcastle vs Aston Villa", + "PSG vs Troyes", "Bangladesh vs Zimbabwe", "Valencia vs Barcelona", "Netherlands + vs Pakistan", "New Zealand vs Sri Lanka", "Brentford vs Wolves"], "hungary": + ["Halloween", "PSG", "Jake Paul vs Anderson Silva", "Kov\u00e1cs Kati", "\u00d3ra", + "\u00d3ra\u00e1t\u00e1ll\u00edt\u00e1s 2022", "Liam Hemsworth", "Valencia\u2013barcelona", + "Leicester\u2013manchester City", "Liverpool\u2013Leeds", "Bayern M\u00fcnchen\u2013Mainz", + "Brighton\u2013chelsea", "C\u00e1diz\u2013Atl\u00e9tico Madrid", "Inter\u2013sampdoria", + "Lecce\u2013juventus", "Marics Peti", "Eintracht frankfurt\u2013dortmund", + "Posta bez\u00e1r\u00e1s", "Radics Gigi", "Madonna"], "russia": ["30 \u043e\u043a\u0442\u044f\u0431\u0440\u044f + \u043f\u0440\u0430\u0437\u0434\u043d\u0438\u043a", "\u0421 \u0434\u043d\u0435\u043c + \u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044f", "\u0421 \u0434\u043d\u0451\u043c + \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u0438\u0441\u0442\u0430", + "\u041f\u0421\u0416", "\u0421\u043e\u0447\u0438\u00a0\u2013 \u0423\u0440\u0430\u043b", + "\u0421\u0435\u0443\u043b", "\u0421 \u0414\u043d\u0435\u043c \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u0438\u0441\u0442\u0430", + "\u0412\u0430\u043b\u0435\u043d\u0441\u0438\u044f\u00a0\u2013 \u0411\u0430\u0440\u0441\u0435\u043b\u043e\u043d\u0430", + "\u041b\u0438\u0430\u043c \u0425\u0435\u043c\u0441\u0432\u043e\u0440\u0442", + "\u041f\u0441\u0436\u00a0\u2013 \u0422\u0440\u0443\u0430", "\u0410\u0445\u043c\u0430\u0442\u00a0\u2013 + \u0420\u043e\u0441\u0442\u043e\u0432", "\u041b\u0435\u0441\u0442\u0435\u0440 + \u0441\u0438\u0442\u0438\u00a0\u2013 \u041c\u0430\u043d\u0447\u0435\u0441\u0442\u0435\u0440 + \u0421\u0438\u0442\u0438", "\u041b\u0438\u0432\u0435\u0440\u043f\u0443\u043b\u044c\u00a0\u2013 + \u041b\u0438\u0434\u0441", "\u041b\u0430\u043f\u0438\u043d", "\u041a\u043e\u0440\u0430\u0431\u043b\u0438 + \u0427\u0435\u0440\u043d\u043e\u043c\u043e\u0440\u0441\u043a\u043e\u0433\u043e + \u0444\u043b\u043e\u0442\u0430", "\u0411\u0440\u0430\u0439\u0442\u043e\u043d\u00a0\u2013 + \u0427\u0435\u043b\u0441\u0438", "\u041c\u0430\u043a\u0441\u0438\u043c \u041a\u0430\u0446", + "\u041b\u043e\u043a\u043e\u043c\u043e\u0442\u0438\u0432 - \u0426\u0421\u041a\u0410", + "\u0418\u043d\u0442\u0435\u0440\u00a0\u2013 \u0421\u0430\u043c\u043f\u0434\u043e\u0440\u0438\u044f", + "\u0414\u0436\u0435\u0440\u0440\u0438 \u041b\u0438 \u041b\u044c\u044e\u0438\u0441"], + "thailand": ["\u0e2d\u0e34\u0e41\u0e17\u0e27\u0e2d\u0e19", "Itaewon", "\u0e22\u0e39\u0e40\u0e27\u0e19\u0e15\u0e38\u0e2a", + "\u0e1a\u0e32\u0e23\u0e4c\u0e40\u0e0b\u0e42\u0e25\u0e19\u0e48\u0e32", "\u0e1a\u0e2d\u0e2a\u0e0a\u0e19\u0e01\u0e31\u0e19\u0e15\u0e4c", + "\u0e25\u0e35\u0e14\u0e2a\u0e4c", "Tempeh", "\u0e44\u0e1a\u0e23\u0e17\u0e4c\u0e15\u0e31\u0e19 + vs \u0e40\u0e0a\u0e25\u0e0b\u0e35", "\u0e41\u0e21\u0e19\u0e0b\u0e34\u0e15\u0e35\u0e49", + "\u0e2a\u0e40\u0e1b\u0e2d\u0e23\u0e4c\u0e2a", "\u0e19\u0e34\u0e27\u0e04\u0e32\u0e2a\u0e40\u0e0b\u0e34\u0e25", + "\u0e40\u0e08\u0e25\u0e35\u0e01", "\u0e40\u0e02\u0e37\u0e48\u0e2d\u0e19\u0e28\u0e23\u0e35\u0e19\u0e04\u0e23\u0e34\u0e19\u0e17\u0e23\u0e4c", + "\u0e40\u0e15\u0e47\u0e21\u0e04\u0e32\u0e23\u0e32\u0e40\u0e1a\u0e25 \u0e41\u0e1b\u0e25 + \u0e27\u0e48\u0e32", "23", "All Quiet on the Western Front", "\u0e0a\u0e25\u0e1a\u0e38\u0e23\u0e35\u0e40\u0e2d\u0e1f\u0e0b\u0e35", + "\u0e15\u0e4a\u0e30\u0e01\u0e31\u0e19\u0e15\u0e19\u0e32", "\u0e40\u0e15\u0e47\u0e21\u0e04\u0e32\u0e23\u0e32\u0e40\u0e1a\u0e25", + "\u0e1a\u0e31\u0e27\u0e02\u0e32\u0e27 VS \u0e0b\u0e32\u0e42\u0e15\u0e30 \u0e25\u0e48\u0e32\u0e2a\u0e38\u0e14"], + "brazil": ["Golden State Warriors", "Joao Gomes Flamengo", "Carla Zambelli", + "Anderson Silva", "Gabigol", "Barcelona", "Manchester City", "Coreia do Sul", + "Mundial de Clubes", "Liam Hemsworth", "Zambelli", "Goias", "SBT", "Tottenham", + "Atletico de Madrid", "Napoli", "Salario minimo 2022", "Juventus", "Janones", + "Haddad n\u00famero"], "france": ["Henry Cavill", "Changement heure", "Nicolas + Bedos", "GP Mexique", "Marseille-Cassis", "Jake Paul", "Gims", "Marseille-Cassis + 2022", "Lyon \u2013 Lille", "Racing Strasbourg", "Seoul", "Leicester \u2013 + Manchester City", "Daniel levi", "Rugby feminin", "Cadix \u2013 Atl\u00e9tico + Madrid", "Lecce \u2013 Juventus", "Sainte-Soline", "Barca", "OM Strasbourg", + "Pascal Obispo"], "united_kingdom": ["Octopus Energy", "Netherlands Vs Pakistan", + "Lomachenko", "Ipswich Town", "India vs South Africa", "Inter vs Sampdoria", + "Bangladesh vs Zimbabwe", "Mexican Grand Prix", "When do the clocks go back", + "Jake Paul vs Anderson Silva", "Bournemouth vs Tottenham", "Newcastle vs Aston + Villa", "Brighton vs Chelsea", "Liam Hemsworth", "Brentford vs Wolves", "Fulham + vs Everton", "PSG", "Scotland v Australia", "Crystal Palace vs Southampton", + "Rangers vs Aberdeen"], "finland": ["Itaewon", "Soul", "Liam Hemsworth", "Jake + Paul vs Anderson Silva", "Liverpool \u2013 Leeds", "Leicester City \u2013 + Manchester City", "Brighton \u2013 Chelsea", "PSG \u2013 Troyes", "Valencia + \u2013 Barcelona", "Admiral Makarov", "Barbarian", "Bournemouth \u2013 Tottenham", + "Irina", "Book Club", "Olkiluoto 3", "Newcastle United \u2013 Aston Villa", + "Diane Keaton", "Audrey Hepburn", "Ben Affleck", "Lost Boys"]}' + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000,h3-Q050=":443"; ma=2592000,h3-Q046=":443"; + ma=2592000,h3-Q043=":443"; ma=2592000,quic=":443"; ma=2592000; v="46,43" + Cache-Control: + - no-cache + Content-Length: + - '27605' + Content-Security-Policy: + - 'base-uri ''none''; object-src ''none''; script-src ''strict-dynamic'' ''unsafe-inline'' + https: http:' + Content-Security-Policy-Report-Only: + - require-trusted-types-for 'script' + Content-Type: + - application/json; charset=utf-8 + Date: + - Sun, 30 Oct 2022 12:31:24 GMT + ETag: + - '"4VgDqACPNeYPFMP9txeRMA"' + Server: + - Google Frontend + X-Cloud-Trace-Context: + - 83b59647acea829560841c7a9a3ba4e2 + status: + code: 200 + message: OK +version: 1 diff --git a/tests/test_request.py b/tests/test_request.py new file mode 100644 index 00000000..91eee907 --- /dev/null +++ b/tests/test_request.py @@ -0,0 +1,586 @@ +from dataclasses import dataclass +from unittest.mock import ANY +import re + +import pandas as pd +import numpy as np +import pytest +import responses +from pandas.testing import assert_frame_equal + +from pytrends.request import TrendReq + + +@dataclass +class ExpectedResult: + """ + Small class to reduce boilerplate code in the tests that compares a `pd.DataFrame`. + Instead of compare against a whole `pd.DataFrame` compares it with a given length, head + and tail. + The length of head and tail is 3 by default but you can change it. + """ + length: int + df_head: pd.DataFrame + df_tail: pd.DataFrame + head_tail_length: int = 3 + + def assert_equals(self, df_result: pd.DataFrame): + assert len(df_result) == self.length + assert_frame_equal(df_result.head(self.head_tail_length), self.df_head) + assert_frame_equal(df_result.tail(self.head_tail_length), self.df_tail) + + +def build_interest_over_time_df(records, dates): + """ + Creates a `pd.DataFrame` with the same shape as a pytrends `interest_over_time` result. + `records` is a dict of keyword -> results. + If `records` doesn't include the key 'isPartial' then `[False]` will be used. + Example: + + In [6]: build_interest_over_time_df( + ...: {'kw1': [1, 2, 3], 'kw2': [10, 20, 30]}, + ...: dates=['2021-01-01', '2021-01-02', '2021-01-03'] + ...: ) + Out[6]: + kw1 kw2 isPartial + date + 2021-01-01 1 10 False + 2021-01-02 2 20 False + 2021-01-03 3 30 False + """ + records = records.copy() + if 'isPartial' not in records: + records['isPartial'] = [False] + return pd.DataFrame( + records, + index=pd.Index( + data=pd.to_datetime(dates), + name='date' + ) + ) + + +@pytest.mark.vcr +def test_initial_data(): + """Should use same values as in the documentation.""" + pytrend = TrendReq() + result = { + "hl": pytrend.hl, + "tz": pytrend.tz, + "geo": pytrend.geo, + "cookie_NID": bool(pytrend.cookies["NID"]), + } + expected = {"hl": "en-US", "tz": 360, "geo": "", "cookie_NID": True} + assert result == expected + + +@pytest.mark.vcr +def test_build_payload(): + """Should return the widgets to get data.""" + pytrend = TrendReq() + pytrend.build_payload(kw_list=["pizza", "bagel"]) + expected = { + "hl": "en-US", + "tz": 360, + "req": ( + '{"comparisonItem": [' + '{"keyword": "pizza", "time": "today 5-y", "geo": ""}, ' + '{"keyword": "bagel", "time": "today 5-y", "geo": ""}' + '], "category": 0, "property": ""}' + ), + } + assert pytrend.token_payload == expected + + +@pytest.mark.vcr +def test_tokens(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=["pizza", "bagel"], timeframe='2021-01-01 2021-12-31') + expected = [ + { + "request": { + "restriction": { + "geo": {}, + "time": "2021-01-01 2021-12-31", + "originalTimeRangeForExploreUrl": "2021-01-01 2021-12-31", + "complexKeywordsRestriction": { + "keyword": [{"type": "BROAD", "value": "pizza"}] + }, + }, + "keywordType": "QUERY", + "metric": ["TOP", "RISING"], + "trendinessSettings": {"compareTime": "2020-01-02 2020-12-31"}, + "requestOptions": {"property": "", "backend": "IZG", "category": 0}, + "language": "en", + "userCountryCode": "ES", + "userConfig": {"userType": "USER_TYPE_SCRAPER"}, + }, + # We don't care if the help dialog changes. + "helpDialog": ANY, + "color": "PALETTE_COLOR_1", + "keywordName": "pizza", + # The token will change in every request. + "token": ANY, + "id": "RELATED_QUERIES_0", + "type": "fe_related_searches", + "title": "Related queries", + "template": "fe", + "embedTemplate": "fe_embed", + "version": "1", + "isLong": False, + "isCurated": False, + }, + { + "request": { + "restriction": { + "geo": {}, + "time": "2021-01-01 2021-12-31", + "originalTimeRangeForExploreUrl": "2021-01-01 2021-12-31", + "complexKeywordsRestriction": { + "keyword": [{"type": "BROAD", "value": "bagel"}] + }, + }, + "keywordType": "QUERY", + "metric": ["TOP", "RISING"], + "trendinessSettings": {"compareTime": "2020-01-02 2020-12-31"}, + "requestOptions": {"property": "", "backend": "IZG", "category": 0}, + "language": "en", + "userCountryCode": "ES", + "userConfig": {"userType": "USER_TYPE_SCRAPER"}, + }, + # We don't care if the help dialog changes. + "helpDialog": ANY, + "color": "PALETTE_COLOR_2", + "keywordName": "bagel", + # The token will change in every request. + "token": ANY, + "id": "RELATED_QUERIES_1", + "type": "fe_related_searches", + "title": "Related queries", + "template": "fe", + "embedTemplate": "fe_embed", + "version": "1", + "isLong": False, + "isCurated": False, + }, + ] + assert pytrend.related_queries_widget_list == expected + + +@pytest.mark.vcr +def test_interest_over_time(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-01-05') + df_result = pytrend.interest_over_time() + df_expected = build_interest_over_time_df({ + 'pizza': [100, 87, 78, 51, 52], + 'bagel': [2, 2, 2, 1, 1] + }, dates=['2021-01-01', '2021-01-02', '2021-01-03', '2021-01-04', '2021-01-05']) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_interest_over_time_images(): + pytrend = TrendReq() + pytrend.build_payload( + kw_list=['pizza', 'bagel'], + gprop='images', + timeframe='2021-01-01 2021-01-05' + ) + df_result = pytrend.interest_over_time() + df_expected = build_interest_over_time_df({ + 'pizza': [82, 100, 89, 92, 92], + 'bagel': [2, 2, 5, 5, 5], + }, dates=['2021-01-01', '2021-01-02', '2021-01-03', '2021-01-04', '2021-01-05']) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_interest_over_time_news(): + pytrend = TrendReq() + pytrend.build_payload( + kw_list=['pizza', 'bagel'], + gprop='news', + timeframe='2021-01-01 2021-01-05' + ) + df_result = pytrend.interest_over_time() + df_expected = build_interest_over_time_df({ + 'pizza': [88, 66, 100, 32, 53], + 'bagel': [0, 10, 10, 10, 0], + }, dates=['2021-01-01', '2021-01-02', '2021-01-03', '2021-01-04', '2021-01-05']) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_interest_over_time_youtube(): + pytrend = TrendReq() + pytrend.build_payload( + kw_list=['pizza', 'bagel'], + gprop='youtube', + timeframe='2021-01-01 2021-01-05' + ) + df_result = pytrend.interest_over_time() + df_expected = build_interest_over_time_df({ + 'pizza': [93, 98, 100, 93, 98], + 'bagel': [1, 2, 1, 2, 1], + }, dates=['2021-01-01', '2021-01-02', '2021-01-03', '2021-01-04', '2021-01-05']) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_interest_over_time_froogle(): + pytrend = TrendReq() + pytrend.build_payload( + kw_list=['pizza', 'bagel'], + gprop='froogle', + timeframe='2021-01-01 2021-01-05' + ) + df_result = pytrend.interest_over_time() + df_expected = build_interest_over_time_df({ + 'pizza': [88, 100, 86, 57, 85], + 'bagel': [0, 0, 0, 4, 0], + }, dates=['2021-01-01', '2021-01-02', '2021-01-03', '2021-01-04', '2021-01-05']) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_interest_over_time_bad_gprop(): + pytrend = TrendReq() + expected_message = re.compile(r'^gprop must be.+$') + with pytest.raises(ValueError, match=expected_message): + pytrend.build_payload(kw_list=['pizza', 'bagel'], gprop=' ') + + +@pytest.mark.vcr +def test_interest_by_region(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.interest_by_region() + # Both head and tail have all 0's in both values, sort the result to test more meaningful values + df_result = df_result.sort_values(by=['bagel', 'pizza', 'geoName'], ascending=False) + expected_result = ExpectedResult( + length=250, + df_head=pd.DataFrame({ + 'pizza': [93, 94, 96], + 'bagel': [7, 6, 4], + }, index=pd.Index(['Singapore', 'Hong Kong', 'Taiwan'], name='geoName')), + df_tail=pd.DataFrame({ + 'pizza': [0, 0, 0], + 'bagel': [0, 0, 0], + }, index=pd.Index(['Algeria', 'Albania', 'Afghanistan'], name='geoName')) + ) + expected_result.assert_equals(df_result) + + +@pytest.mark.vcr +def test_interest_by_region_city_resolution(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.interest_by_region(resolution='CITY') + # Both head and tail have all 0's in both values, sort the result to test more meaningful values + df_result = df_result.sort_values(by=['bagel', 'pizza', 'geoName'], ascending=False) + expected_result = ExpectedResult( + length=200, + df_head=pd.DataFrame({ + 'pizza': [95, 97, 97], + 'bagel': [5, 3, 3], + }, index=pd.Index(['Grafton', 'Raleigh', 'Philadelphia'], name='geoName')), + df_tail=pd.DataFrame({ + 'pizza': [0, 0, 0], + 'bagel': [0, 0, 0], + }, index=pd.Index(['Ahmedabad', 'Abu Dhabi', 'Aarhus'], name='geoName')) + ) + expected_result.assert_equals(df_result) + + +# FIXME: With more than one term the result is always an empty dict. +# In the web we can get related topics using ['Torvalds', 'Dijkstra'] but not here, something's wrong. +@pytest.mark.vcr +def test_related_topics_result_keys(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_topics() + # Since the result dict contains pd.DataFrame's we can't create an expected dict and compare + # because PAndas raises an error "the truth value of a DataFrame is ambiguous". + assert set(df_result.keys()) == {'pizza'} + df_result = df_result['pizza'] + assert set(df_result.keys()) == {'top', 'rising'} + + +@pytest.mark.vcr +def test_related_topics_result_top(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_topics()['pizza']['top'] + expected_result = ExpectedResult( + length=22, + df_head=pd.DataFrame({ + 'value': [100, 25, 14], + 'formattedValue': ['100', '25', '14'], + 'hasData': [True, True, True], + 'link': [ + '/trends/explore?q=/m/0663v&date=2021-01-01+2021-12-31', + '/trends/explore?q=/m/09cfq&date=2021-01-01+2021-12-31', + '/trends/explore?q=/m/03clwm&date=2021-01-01+2021-12-31', + ], + 'topic_mid': ['/m/0663v', '/m/09cfq', '/m/03clwm'], + 'topic_title': ['Pizza', 'Pizza Hut', "Domino's Pizza"], + 'topic_type': ['Dish', 'Restaurant company', 'Restaurant company'] + }), + df_tail=pd.DataFrame({ + 'value': [0, 0, 0], + 'formattedValue': ['<1', '<1', '<1'], + 'hasData': [True, True, True], + 'link': [ + '/trends/explore?q=/g/11g6qhxwmd&date=2021-01-01+2021-12-31', + '/trends/explore?q=/g/11b7c9w1y6&date=2021-01-01+2021-12-31', + '/trends/explore?q=/m/09nghg&date=2021-01-01+2021-12-31', + ], + 'topic_mid': ['/g/11g6qhxwmd', '/g/11b7c9w1y6', '/m/09nghg'], + 'topic_title': ['Ooni', "Roman's Pizza", 'Sam Goody'], + 'topic_type': ['Topic', 'Topic', 'Retail company'] + }, index=pd.Index([19, 20, 21])) + ) + expected_result.assert_equals(df_result) + + +@pytest.mark.vcr +def test_related_topics_result_rising(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_topics()['pizza']['rising'] + df_expected = pd.DataFrame({ + 'value': [11800, 170, 90, 80], + 'formattedValue': ['Breakout', '+170%', '+90%', '+80%'], + 'link': [ + '/trends/explore?q=/m/09nghg&date=2021-01-01+2021-12-31', + '/trends/explore?q=/m/0gwh_4&date=2021-01-01+2021-12-31', + '/trends/explore?q=/g/11g6qhxwmd&date=2021-01-01+2021-12-31', + '/trends/explore?q=/m/02hvyj&date=2021-01-01+2021-12-31', + ], + 'topic_mid': ['/m/09nghg', '/m/0gwh_4', '/g/11g6qhxwmd', '/m/02hvyj'], + 'topic_title': ['Sam Goody', 'Detroit-style pizza', 'Ooni', 'Mystic Pizza'], + 'topic_type': ['Retail company', 'Food', 'Topic', '1988 film'] + }) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_related_queries_result_keys(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_queries() + assert set(df_result.keys()) == {'pizza', 'bagel'} + df_result_pizza = df_result['pizza'] + assert set(df_result_pizza.keys()) == {'top', 'rising'} + df_result_bagel = df_result['bagel'] + assert set(df_result_bagel.keys()) == {'top', 'rising'} + + +@pytest.mark.vcr +def test_related_queries_result_top(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_queries() + + expected_pizza = ExpectedResult( + length=25, + df_head=pd.DataFrame({ + 'query': ['pizza hut', 'pizza near me', 'pizza pizza near me'], + 'value': [100, 64, 64] + }), + df_tail=pd.DataFrame({ + 'query': ['cheese pizza', 'little caesars', 'pizza little caesars'], + 'value': [5, 5, 5] + }, index=pd.Index([22, 23, 24])) + ) + expected_pizza.assert_equals(df_result['pizza']['top']) + + expected_bagel = ExpectedResult( + length=25, + df_head=pd.DataFrame({ + 'query': ['the bagel', 'bagel me', 'bagel near me'], + 'value': [100, 99, 93] + }), + df_tail=pd.DataFrame({ + 'query': ['coffee meets bagel', 'bagel bread', 'what a bagel'], + 'value': [23, 22, 21] + }, index=pd.Index([22, 23, 24])) + ) + expected_bagel.assert_equals(df_result['bagel']['top']) + + +@pytest.mark.vcr +def test_related_queries_result_rising(): + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel'], timeframe='2021-01-01 2021-12-31') + df_result = pytrend.related_queries() + + expected_pizza = ExpectedResult( + length=11, + df_head=pd.DataFrame({ + 'query': ['licorice pizza', 'history of pizza', 'stoned pizza'], + 'value': [8850, 400, 300] + }), + df_tail=pd.DataFrame({ + 'query': ['pizza cosy', 'incredible pizza', 'andys pizza'], + 'value': [50, 50, 50] + }, index=pd.Index([8, 9, 10])) + ) + expected_pizza.assert_equals(df_result['pizza']['rising']) + + expected_bagel = ExpectedResult( + length=19, + df_head=pd.DataFrame({ + 'query': ['rover bagel', 'kettlemans bagel', 'bagel karen'], + 'value': [400, 250, 170] + }), + df_tail=pd.DataFrame({ + 'query': ['brugger bagel', 'the bagel nook', 'best bagel near me'], + 'value': [50, 40, 40] + }, index=pd.Index([16, 17, 18])) + ) + expected_bagel.assert_equals(df_result['bagel']['rising']) + + +@pytest.mark.vcr +def test_trending_searches(): + pytrend = TrendReq() + # trending_searches doesn't need to call build_payload. + df_result = pytrend.trending_searches() + # NOTE: This expected result needs to be rebuilt from scratch every time the cassette is rewritten. + # They're time-dependent. + expected_result = ExpectedResult( + length=20, + df_head=pd.DataFrame({0: ['Michigan football', 'Seoul', 'Penn State football']}), + df_tail=pd.DataFrame( + {0: ['Myositis', 'Dogecoin', 'Deion Sanders']}, + index=pd.Index([17, 18, 19]) + ) + ) + expected_result.assert_equals(df_result) + + +@pytest.mark.vcr +def test_realtime_trending_searches(): + pytrend = TrendReq() + # realtime_trending_searches doesn't need to call build_payload. + df_result = pytrend.realtime_trending_searches() + # NOTE: This expected result needs to be rebuilt from scratch every time the cassette is rewritten. + # They're time-dependent. + # NOTE: The result returned by this function is a monster. + # Strings of almost 200 characters, lists of strings, lists of lists of strings... + # Rebuilding a full 3-head-tail result from scratch is a chore, with a single record for head + # and tail is more than enough. + expected_result = ExpectedResult( + length=131, + head_tail_length=1, + df_head=pd.DataFrame({ + 'title': [ + ('Michigan Wolverines football, ' + 'Michigan State Spartans football, ' + 'American football, ' + 'Big Ten Conference'), + ], + 'entityNames': [ + [ + 'Michigan Wolverines football', + 'Michigan State Spartans football', + 'American football', + 'Big Ten Conference' + ], + ] + }), + df_tail=pd.DataFrame({ + 'title': [ + ('Florida Gulf Coast University, ' + 'ASUN Conference, ' + 'Kennesaw State University, ' + 'Cross country running, ' + 'Volleyball, ' + "Florida Gulf Coast Eagles men's basketball, " + 'NCAA Division I') + ], 'entityNames': [ + [ + 'Florida Gulf Coast University', + 'ASUN Conference', + 'Kennesaw State University', + 'Cross country running', + 'Volleyball', + "Florida Gulf Coast Eagles men's basketball", + 'NCAA Division I' + ] + ] + }, index=pd.Index([130])) + ) + expected_result.assert_equals(df_result) + + +@pytest.mark.vcr +def test_top_charts(): + pytrend = TrendReq() + # top_chars doesn't need to call build_payload. + df_result = pytrend.top_charts(date=2021) + df_expected = pd.DataFrame({ + 'title': [ + 'Australia vs India', + 'India vs England', + 'IPL', + 'NBA', + 'Euro 2021', + 'Copa América', + 'India vs New Zealand', + 'T20 World Cup', + 'Squid Game', + 'DMX' + ], + 'exploreQuery': ['', '', '', '', '', 'Copa America', '', '', '', ''] + }) + assert_frame_equal(df_result, df_expected) + + +@pytest.mark.vcr +def test_suggestions(): + pytrend = TrendReq() + # suggestions doesn't need to call build_payload. + result = pytrend.suggestions(keyword='pizza') + expected = [ + {'mid': '/m/0663v', 'title': 'Pizza', 'type': 'Dish'}, + {'mid': '/g/11k19hmrkk', 'title': 'Licorice Pizza', 'type': '2021 film'}, + {'mid': '/m/0dfxdnc', 'title': 'Pizza dough', 'type': 'Food'}, + {'mid': '/g/11hdxfw7c0', 'title': 'history of pizza', 'type': 'Food'}, + {'mid': '/g/11fl7dydwb', 'title': 'Pizza Oven', 'type': 'Topic'}, + ] + assert result == expected + + +@pytest.mark.vcr +def test_interest_over_time_partial(): + # NOTE: This test may fails if regenerate the cassette on Mondays because the last week will not be partial + pytrend = TrendReq() + pytrend.build_payload(kw_list=['pizza', 'bagel']) + df_result = pytrend.interest_over_time() + s_last_row = df_result.iloc[-1] + assert s_last_row.isPartial is np.bool_(True) + + +@responses.activate +def test_request_args_passing(): + responses.add( + url='https://trends.google.com/?geo=US', + method='GET', + match=[responses.matchers.header_matcher({'User-Agent': 'pytrends'})] + ) + responses.add( + url='https://trends.google.com/trends/hottrends/visualize/internal/data', + method='GET', + match=[responses.matchers.header_matcher({'User-Agent': 'pytrends'})], + json={ + 'united_states': ['term 1', 'term 2'] + } + ) + requests_args = {'headers': { + 'User-Agent': 'pytrends', + }} + pytrend = TrendReq(requests_args=requests_args) + pytrend.trending_searches()