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\n301 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 |
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new file mode 100644
index 00000000..feaa051e
--- /dev/null
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+ /trends/cspreport'
+ Content-Type:
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+ Cross-Origin-Opener-Policy:
+ - same-origin-allow-popups
+ Date:
+ - Sun, 30 Oct 2022 11:52:06 GMT
+ Expires:
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+ Server:
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diff --git a/tests/cassettes/test_request/test_suggestions.yaml b/tests/cassettes/test_request/test_suggestions.yaml
new file mode 100644
index 00000000..947148cc
--- /dev/null
+++ b/tests/cassettes/test_request/test_suggestions.yaml
@@ -0,0 +1,865 @@
+interactions:
+- request:
+ body: null
+ headers:
+ Accept:
+ - '*/*'
+ Accept-Encoding:
+ - gzip, deflate
+ Connection:
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+ User-Agent:
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+ uri: https://trends.google.com/?geo=US
+ response:
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+ Age:
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+ Alt-Svc:
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+ Content-Length:
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+ Content-Type:
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+ Expires:
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+ Server:
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diff --git a/tests/cassettes/test_request/test_top_charts.yaml b/tests/cassettes/test_request/test_top_charts.yaml
new file mode 100644
index 00000000..f96d0baa
--- /dev/null
+++ b/tests/cassettes/test_request/test_top_charts.yaml
@@ -0,0 +1,905 @@
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+ Accept-Encoding:
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+ response:
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diff --git a/tests/cassettes/test_request/test_trending_searches.yaml b/tests/cassettes/test_request/test_trending_searches.yaml
new file mode 100644
index 00000000..e88c2350
--- /dev/null
+++ b/tests/cassettes/test_request/test_trending_searches.yaml
@@ -0,0 +1,1178 @@
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+ "Powerball numbers", "Lakers", "Henry Cavill", "Florida Gators football",
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+ "Itaewon stampede", "Liverpool vs Leeds United", "Leicester City vs Man City",
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+ "Netherlands vs Pakistan", "India vs South Africa", "Bangladesh vs Zimbabwe",
+ "Wallabies vs Scotland", "Man City", "Valencia vs Barcelona", "PSG", "Optus
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+ "Oilers vs Flames", "Kyrie Irving", "Madonna", "Maple Leafs vs Kings"], "germany":
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+ "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
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+ "Bulls vs 76ers", "Kings vs Heat", "Mavericks vs Thunder", "Bucks vs Hawks",
+ "Kyrie Irving", "Magat Dam", "PSG vs Troyes", "Chris Martin", "Brighton vs
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+ "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()