Repository: rodluger/starry (language: python)

Issue:
Issues downloading planet data from nexsci
@christinahedges 

Something's wrong with the Nexsci extension:

https://github.com/rodluger/starry/runs/3874797131?check_suite_focus=true

I marked those tests as `xfail` for now, but I believe they are still broken (only on python 3.7, which I don't fully understand). Can you look into it?


Discussion / hints:
Also, it would be useful to download the planet csv files to a folder in the user's home directory (like `~/.starry/`). Downloading it to the installation directory (which it currently does) isn't a good idea since we can easily run into permissions issues.

The csv files shipped with starry can stay where they are; but if they are stale, the extension should download them to the home directory and favor those over the shipped ones.

Fix patch:
diff --git a/starry/extensions/nexsci/__init__.py b/starry/extensions/nexsci/__init__.py
index 6fc3cf8b0..1b94185f4 100644
--- a/starry/extensions/nexsci/__init__.py
+++ b/starry/extensions/nexsci/__init__.py
@@ -1,3 +1,3 @@
 # -*- coding: utf-8 -*-
 from . import nexsci
-from .nexsci import *
+from .nexsci import from_nexsci
diff --git a/starry/extensions/nexsci/data/planetdata.csv b/starry/extensions/nexsci/data/planetdata.csv
new file mode 100644
index 000000000..ccac3009b
--- /dev/null
+++ b/starry/extensions/nexsci/data/planetdata.csv
@@ -0,0 +1,3349 @@
+stripped_name,pl_hostname,pl_letter,pl_orbper,pl_trandep,pl_radj,pl_orbincl,pl_eccen,pl_tranmid,st_rad,st_mass
+kepler128,Kepler-128,b,15.09,0.00742,0.128,90.0,0.0,2455008.95561,1.61,1.09
+kepler128,Kepler-128,c,22.804,5.8665344686799734e-05,0.12,90.0,0.0,,1.61,1.09
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diff --git a/starry/extensions/nexsci/data/supplement.csv b/starry/extensions/nexsci/data/supplement.csv
deleted file mode 100644
index 2cca71262..000000000
--- a/starry/extensions/nexsci/data/supplement.csv
+++ /dev/null
@@ -1,3092 +0,0 @@
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-1206,kepler1129,2454969.05879,,24.33975292,0.07773,,b
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-1212,kepler1134,2454980.1548,,17.13269367,0.08502,,b
-1213,kepler1135,2455025.329,,76.95806106,0.03671,,b
-1214,kepler1136,2454966.23932,,2.36172447,0.0587,,b
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-1237,kepler1157,2454965.1600900004,,4.45743164,0.01757,,b
-1238,kepler1158,2454976.1562900003,,13.53963003,0.01312,,b
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-1242,kepler1161,2454970.16499,,10.71250013,0.11986,,b
-1243,kepler1162,2454996.4564,,32.56369016,0.05782999999999999,,b
-1244,kepler1163,2454966.61715,,6.11784972,0.00594,,b
-1245,kepler1164,2454966.62134,,3.97599768,0.021580000000000002,,b
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-1248,kepler1167,2454965.0859,,1.00393374,0.04911,,b
-1249,kepler1168,2455002.04268,,55.82222394,0.08796,,b
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-1254,kepler1172,2454987.52468,,26.02017992,0.11644000000000002,,b
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-1256,kepler1174,2454965.4644,,6.89226333,0.02144,,b
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-1259,kepler1177,2454968.65082,,106.24827038,0.03974,,b
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-1967,kepler325,2454967.9017,,4.54443059,0.09072000000000001,,b
-1968,kepler326,2454966.425805,,2.24829055,0.026910000000000003,,b
-1969,kepler327,2454965.16979,,2.5495625,0.049510000000000005,,b
-1970,kepler328,2454965.39239,,71.31182361,0.05,,b
-1971,kepler329,2454969.14729,,18.68485822,0.05055,,b
-1972,kepler33,2455022.6367099998,89.17,21.77566056,0.01197,,b
-1973,kepler330,2454976.2928299997,,15.9555131,0.02984,,b
-1974,kepler331,2454966.8692799998,,8.45750018,0.15175999999999998,,b
-1975,kepler332,2454987.58257,,7.62640248,0.02961,,b
-1976,kepler333,2454970.25435,,12.55111816,0.05545,,b
-1977,kepler334,2454966.95733,,12.75799391,0.01065,,b
-1978,kepler335,2454965.61413,,6.56228956,0.026969999999999997,,b
-1979,kepler336,2454969.58245,,9.59990859,0.00633,,b
-1980,kepler337,2454965.81362,,3.29279396,0.00807,,b
-1981,kepler338,2454971.7499700002,,13.72706236,0.00817,0.03,b
-1982,kepler339,2454967.67235,,4.97759711,0.02937,,b
-1983,kepler34,,90.355,288.822,,0.182,b
-1984,kepler340,2454977.46843,,22.82456321,0.01779,,b
-1985,kepler341,2454968.31823,,8.01040007,0.01269,,b
-1986,kepler342,2454965.6587099996,,15.17017322,0.0047799999999999995,,b
-1987,kepler343,2454972.39475,,8.96846597,0.02343,,b
-1988,kepler344,2454966.0292,,21.96392155,0.06934,,b
-1989,kepler345,2454970.38203,,9.38742615,0.01669,,b
-1990,kepler346,2454964.70608,,6.511104,0.06951,,b
-1991,kepler347,2454966.6442400003,,12.79825295,0.03366,,b
-1992,kepler348,2454965.54054,,7.05676864,0.00771,,b
-1993,kepler349,2454968.49411,,5.92971933,0.04301,,b
-1994,kepler35,,90.76,131.458,,0.042,b
-1995,kepler350,2454981.3903900003,,17.84846244,0.01433,,b
-1996,kepler351,2455017.6851,,57.24887069,0.10789000000000001,,b
-1997,kepler352,2454969.90735,,16.33269771,0.014580000000000001,,b
-1998,kepler353,2454966.79856,,8.41102098,0.03343,,b
-1999,kepler354,2454968.69788,,5.47661312,0.0648,,b
-2000,kepler355,2454980.6929599997,,25.76263521,0.01823,,b
-2001,kepler356,2454965.7757,,4.61268458,0.013319999999999999,,b
-2002,kepler357,2454975.3432,,16.85812066,0.05306,,b
-2003,kepler358,2455021.5477299998,,83.48923341,0.09554,,b
-2004,kepler359,2454972.92876,,25.56377836,0.11249,,b
-2005,kepler36,2455004.677414,89.36,16.23192004,0.008440000000000001,,b
-2006,kepler360,2454964.75588,,7.18648297,0.0246,,b
-2007,kepler361,2454971.01854,,55.1866241,0.011909999999999999,,b
-2008,kepler362,2454967.36792,,37.86578292,0.01335,,b
-2009,kepler363,2454975.10648,,11.93191487,0.00648,,b
-2010,kepler364,2455009.1458900003,,59.98190103,0.01403,,b
-2011,kepler365,2454965.0087200003,,10.6648896,0.02926,,b
-2012,kepler366,2454965.42485,,12.51613908,0.0191,,b
-2013,kepler367,2454974.11237,,37.8164766,0.02758,,b
-2014,kepler368,2454975.18436,,26.8477622,0.02541,,b
-2015,kepler369,2455187.09612,,14.87151592,0.06131,,b
-2016,kepler37,2455605.133411,89.335,39.79222264,0.00854,0.15,b
-2017,kepler370,2454972.57682,,19.02314741,0.02071,,b
-2018,kepler371,2454994.74218,,34.7627258,0.03218,,b
-2019,kepler372,2454969.56587,,20.0544995,0.013919999999999998,,b
-2020,kepler373,2454965.76087,,5.53533152,0.026060000000000003,,b
-2021,kepler374,2454965.6781,,1.89782882,0.01324,,b
-2022,kepler375,2454968.52142,,19.98659462,0.03275,,b
-2023,kepler376,2454975.60134,,14.17229464,0.0081,,b
-2024,kepler377,2454965.52581,,27.01448406,0.01553,,b
-2025,kepler378,2454975.51794,,16.09227521,0.01369,,b
-2026,kepler379,2455040.55566,,62.78416835,0.015780000000000002,,b
-2027,kepler38,2454932.104,89.44200000000001,105.599,,,b
-2028,kepler380,2454968.19393,,3.93083997,0.01014,,b
-2029,kepler381,2454967.73261,,5.6291146,0.0038299999999999996,,b
-2030,kepler382,2454970.52507,,5.26211833,0.01945,,b
-2031,kepler383,2454977.32009,,12.90475989,0.04124,,b
-2032,kepler384,2454973.42341,,22.59680883,0.01429,,b
-2033,kepler385,2455186.61859,,10.04372368,0.043789999999999996,,b
-2034,kepler386,2454979.4223700003,,25.19370089,0.026369999999999998,,b
-2035,kepler387,2454969.47613,,6.79164656,0.01026,,b
-2036,kepler388,2454966.69979,,3.17323012,0.02045,,b
-2037,kepler389,2454965.94014,,3.24417541,0.03719,,b
-2038,kepler39,2455942.60775,89.06,21.08719667,0.8894700000000001,0.121,b
-2039,kepler390,2454966.33189,,6.73811219,0.009290000000000001,,b
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-2041,kepler392,2454968.1548,,5.34182466,0.00705,,b
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-2044,kepler395,2454969.1958,89.96,34.98953599,0.0423,,b
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-2047,kepler398,2454969.85435,,4.08141797,0.01633,,b
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-2049,kepler4,2454956.61167,89.76,3.21366739,0.07278,,b
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-2061,kepler41,2455187.28127,82.214,1.85555757,1.1037299999999999,,b
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-2068,kepler416,2454965.2305900003,,6.31943282,0.059829999999999994,,b
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-2092,kepler44,2455187.1569,84.96,3.24673248,0.69982,,b
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-2099,kepler446,2454967.069573,88.72,1.56541637,0.27546,,b
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-2102,kepler45,2455003.8217599997,87.48,2.45524065,3.69119,0.11,b
-2103,kepler450,2455009.7061799997,,28.45490735,0.00316,0.02,b
-2104,kepler452,2455147.97,89.806,384.847556,0.01899,,b
-2105,kepler453,,89.443,240.503,,0.0359,b
-2106,kepler454,2455008.06461,87.09,10.57,0.030239999999999996,0.0214,b
-2107,kepler46,2455019.680343,89.038,33.60117937,0.04507,0.0146,b
-2108,kepler461,2455008.99169,,8.31378877,0.08102999999999999,,b
-2109,kepler462,2454983.57283,89.34,84.68781817,0.03477,0.056,b
-2110,kepler463,2454969.64945,,8.98101396,0.10593,,b
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-2113,kepler466,2455018.1797599997,,51.07925954,0.013330000000000002,,b
-2114,kepler467,2454971.69095,,24.99320612,0.02696,,b
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-2149,kepler5,2454955.90144,89.14,3.5484655,0.72515,,b
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-3052,wasp78,2456139.0303,81.3,2.175173,0.65,,b
-3053,wasp79,2456215.4556,86.1,3.662392,1.09,,b
-3054,wasp8,2454679.3339400003,88.55,8.158724,1.276,0.31,b
-3055,wasp80,2456487.4250060003,89.92,3.06785952,2.933,0.002,b
-3056,wasp81,2456195.57462,88.69,2.7164762,,,b
-3057,wasp82,2456157.9898,87.9,2.70579,0.63,,b
-3058,wasp83,2455928.8853,88.9,4.971252,1.04,,b
-3059,wasp84,2456448.052286,88.272,8.5234962,1.705,,b
-3060,wasp85a,,,2.655676,1.4877,,b
-3061,wasp87,2457082.07656,81.07,1.682795,0.765,,b
-3062,wasp88,2456474.73154,88.0,4.954,0.7,,b
-3063,wasp89,2456207.021921,89.4,3.3564227,1.49,0.193,b
-3064,wasp90,2456235.5639,82.1,3.916243,0.71,,b
-3065,wasp91,2456297.719,86.8,2.798581,1.5,,b
-3066,wasp92,2456381.2834,83.75,2.1746742,1.254,,b
-3067,wasp93,2456079.5642,81.18,2.7325321,1.097,,b
-3068,wasp94a,2456416.4013799997,88.7,3.9501907,1.2,,b
-3069,wasp94b,,,2.00839,,,b
-3070,wasp95,2456338.45851,88.4,2.18467,1.0,,b
-3071,wasp96,2456258.0621,85.6,3.4252602,1.38,,b
-3072,wasp97,2456438.18778,88.0,2.07276,1.2,,b
-3073,wasp98,2456333.392075,86.38,2.96264036,2.57,,b
-3074,wasp99,2456224.9824,88.8,5.75251,0.41,,b
-3075,wd0806661,,,,,,b
-3076,wisepj121756.91+162640.2a,,,,,,b
-3077,wolf1061,,,4.8869,,0.55,b
-3078,wolf503,2458185.36087,,6.00118,,,b
-3079,wts1,2454318.7472,85.5,3.352057,1.7636,,b
-3080,wts2,2454317.81333,83.55,1.0187068,,,b
-3081,xiaql,,,136.75,,,b
-3082,xo1,2453808.91705,88.8,3.94150685,1.8,,b
-3083,xo2n,2455565.54648,88.01,2.61585922,1.099,0.028,b
-3084,xo2s,,,18.157,,0.1528,b
-3085,xo3,2455292.43266,84.11,3.19153247,0.82,0.29,b
-3086,xo4,2454485.9330700003,88.8,4.1250823,0.78,0.002,b
-3087,xo5,2456864.3129,86.8,4.18775581,1.08,0.013,b
-3088,xo6,2456652.71245,86.0,3.7650007,,,b
-3089,xo7,2457917.47503,83.45,2.8641424,0.909,0.038,b
-3090,yzcet,,,0.75215,,0.129,b
diff --git a/starry/extensions/nexsci/nexsci.py b/starry/extensions/nexsci/nexsci.py
index b2abce3df..abc3e02bb 100644
--- a/starry/extensions/nexsci/nexsci.py
+++ b/starry/extensions/nexsci/nexsci.py
@@ -19,17 +19,16 @@
     flux = sys.flux(time).eval()
 
 """
-import pandas as pd
-import numpy as np
-import os
 import datetime
-import astropy.units as u
-from glob import glob
 import logging
+import os
 
-from ... import _PACKAGEDIR
-from ... import Secondary, Primary, System, Map
+import astropy.units as u
+import numpy as np
+import pandas as pd
+from astropy.utils.data import download_file
 
+from ... import _PACKAGEDIR, Map, Primary, Secondary, System
 
 logger = logging.getLogger("starry.nexsci")
 
@@ -58,25 +57,18 @@ class FromNexsci:
     """
 
     def __init__(self):
-        fname = glob(
-            "{}/extensions/nexsci/data/planets.csv".format(_PACKAGEDIR)
-        )
-        if len(fname) == 0:
-            self.stale = True
-        else:
-            st = os.stat(fname[0])
-            mtime = st.st_mtime
-            # If database is out of date, get it again.
-            if datetime.datetime.now() - datetime.datetime.fromtimestamp(
-                mtime
-            ) > datetime.timedelta(days=7):
-                self.stale = True
-            else:
-                self.stale = False
+        df, path1, path2 = self._get_nexsci_data(cache=True)
+        st = os.stat(path1)
+        mtime = st.st_mtime
+        # If database is out of date, get it again.
+        if datetime.datetime.now() - datetime.datetime.fromtimestamp(
+            mtime
+        ) > datetime.timedelta(days=7):
+            df, path1, path2 = self._get_nexsci_data(cache="update")
 
     def __call__(self, name, limb_darkening=[0.4, 0.2]):
 
-        df = self._get_nexsci_data()
+        df, path1, path2 = self._get_nexsci_data()
         if name == "random":
             system_list = (
                 df[
@@ -134,7 +126,7 @@ def __call__(self, name, limb_darkening=[0.4, 0.2]):
                 r=r,
                 inc=d.pl_orbincl,
                 ecc=d.pl_eccen,
-                w=d.pl_orblper,
+                w=d.pl_orbper,
             )
             planets.append(planet)
         sys = System(star, *planets)
@@ -156,7 +148,7 @@ def _fill_data(self, df):
 
         # Supplemental data for some planets
         sup = pd.read_csv(
-            "{}/extensions/nexsci/data/supplement.csv".format(_PACKAGEDIR)
+            "{}/extensions/nexsci/data/planetdata.csv".format(_PACKAGEDIR)
         )
         for label in [
             "pl_orbincl",
@@ -179,8 +171,8 @@ def _fill_data(self, df):
         nan = ~np.isfinite(df.pl_eccen)
         df.loc[nan, ["pl_eccen"]] = np.zeros(nan.sum())
 
-        nan = ~np.isfinite(df.pl_orblper)
-        df.loc[nan, ["pl_orblper"]] = np.zeros(nan.sum())
+        # nan = ~np.isfinite(df.pl_orblper)
+        # df.loc[nan, ["pl_orblper"]] = np.zeros(nan.sum())
 
         # Fill in missing trandep
         nan = ~np.isfinite(df.pl_trandep)
@@ -191,62 +183,58 @@ def _fill_data(self, df):
         df.loc[nan, ["pl_trandep"]] = trandep[nan]
         return df
 
-    def _retrieve_online_data(self, guess_masses=False):
+    def _get_nexsci_data(self, cache="update"):
         """Queries nexsci database and returns a dataframe of planet data."""
-        logger.warning("Database out of date. Redownloading...")
         NEXSCI_API = "http://exoplanetarchive.ipac.caltech.edu/cgi-bin/nstedAPI/nph-nstedAPI"
+        url1 = NEXSCI_API + (
+            "?table=planets&select=pl_hostname,pl_letter,"
+            "pl_disc,ra,dec,pl_trandep,pl_tranmid,pl_tranmiderr1,"
+            "pl_tranmiderr2,pl_tranflag,pl_trandur,pl_pnum,pl_k2flag,"
+            "pl_kepflag,pl_facility,pl_orbincl,pl_orbinclerr1,pl_orbinclerr2,"
+            "pl_orblper,st_mass,st_masserr1,st_masserr2,st_rad,st_raderr1,"
+            "st_raderr2,st_teff,st_tefferr1,st_tefferr2,st_optmag,st_j,st_h"
+        )
+        url2 = NEXSCI_API + (
+            "?table=compositepars&select=fpl_hostname,fpl_letter,"
+            "fpl_smax,fpl_smaxerr1,fpl_smaxerr2,fpl_radj,fpl_radjerr1,"
+            "fpl_radjerr2,fpl_bmassj,fpl_bmassjerr1,fpl_bmassjerr2,"
+            "fpl_bmassprov,fpl_eqt,fpl_orbper,fpl_orbpererr1,fpl_orbpererr2,"
+            "fpl_eccen,fpl_eccenerr1,fpl_eccenerr2,fst_spt"
+        )
         try:
-            # Planet table
-            planets = pd.read_csv(
-                NEXSCI_API + "?table=planets&select=pl_hostname,pl_letter,"
-                "pl_disc,ra,dec,pl_trandep,pl_tranmid,pl_tranmiderr1,"
-                "pl_tranmiderr2,pl_tranflag,pl_trandur,pl_pnum,pl_k2flag,"
-                "pl_kepflag,pl_facility,pl_orbincl,pl_orbinclerr1,pl_orbinclerr2,"
-                "pl_orblper,st_mass,st_masserr1,st_masserr2,st_rad,st_raderr1,"
-                "st_raderr2,st_teff,st_tefferr1,st_tefferr2,st_optmag,st_j,st_h",
-                comment="#",
-                skiprows=1,
+            path1 = download_file(
+                url1, cache=cache, show_progress=False, pkgname="starry"
             )
-            # Composite table
-            composite = pd.read_csv(
-                NEXSCI_API
-                + "?table=compositepars&select=fpl_hostname,fpl_letter,"
-                "fpl_smax,fpl_smaxerr1,fpl_smaxerr2,fpl_radj,fpl_radjerr1,"
-                "fpl_radjerr2,fpl_bmassj,fpl_bmassjerr1,fpl_bmassjerr2,"
-                "fpl_bmassprov,fpl_eqt,fpl_orbper,fpl_orbpererr1,fpl_orbpererr2,"
-                "fpl_eccen,fpl_eccenerr1,fpl_eccenerr2,fst_spt",
-                comment="#",
-                skiprows=1,
+            path2 = download_file(
+                url2, cache=cache, show_progress=False, pkgname="starry"
             )
-            # Rename columns
-            composite.columns = [
-                "pl_hostname",
-                "pl_letter",
-                "pl_orbsmax",
-                "pl_orbsmaxerr1",
-                "pl_orbsmaxerr2",
-                "pl_radj",
-                "pl_radjerr1",
-                "pl_radjerr2",
-                "pl_bmassj",
-                "pl_bmassjerr1",
-                "pl_bmassjerr2",
-                "pl_bmassprov",
-                "pl_eqt",
-                "pl_orbper",
-                "pl_orbpererr1",
-                "pl_orbpererr2",
-                "pl_eccen",
-                "pl_eccenerr1",
-                "pl_eccenerr2",
-                "st_spt",
-            ]
         except Exception as e:
-            print(e)
             logger.warning(
-                "Couldn't obtain data from NEXSCI. Do you have an internet connection?"
+                "Couldn't obtain data from NEXSCI. Do you have an internet connection?\n"
+            )
+            df = pd.read_csv(
+                f"{_PACKAGEDIR}/extensions/nexsci/data/planetdata.csv"
             )
-            return
+            path1, path2 = [
+                f"{_PACKAGEDIR}/extensions/nexsci/data/planetdata.csv"
+            ] * 2
+            return df, path1, path2
+
+        planets = pd.read_csv(
+            path1,
+            comment="#",
+            skiprows=1,
+        )
+        composite = pd.read_csv(
+            path2,
+            comment="#",
+            skiprows=1,
+        )
+        composite.rename(
+            {c: c[1:] for c in composite.columns if c.startswith("fpl")},
+            axis="columns",
+            inplace=True,
+        )
         df = pd.merge(
             left=planets,
             right=composite,
@@ -262,24 +250,8 @@ def _retrieve_online_data(self, guess_masses=False):
             ]
         )
         df = df[df.pl_tranflag == 1].reset_index(drop=True)
-
         df = self._fill_data(df)
-
-        df = df.to_csv(
-            "{}/extensions/nexsci/data/planets.csv".format(_PACKAGEDIR),
-            index=False,
-        )
-
-        self.stale = False
-
-    def _get_nexsci_data(self):
-        """Returns pandas dataframe of all exoplanet data from nexsci"""
-        print(_PACKAGEDIR)
-        if self.stale:
-            self._retrieve_online_data()
-        return pd.read_csv(
-            "{}/extensions/nexsci/data/planets.csv".format(_PACKAGEDIR)
-        )
+        return df, path1, path2
 
 
 from_nexsci = FromNexsci()


Test patch:
diff --git a/starry/extensions/tests/greedy/test_greedy_nexsci.py b/starry/extensions/tests/greedy/test_greedy_nexsci.py
index ed28e205e..efc60264a 100644
--- a/starry/extensions/tests/greedy/test_greedy_nexsci.py
+++ b/starry/extensions/tests/greedy/test_greedy_nexsci.py
@@ -3,31 +3,31 @@
 Test the nexsci extension.
 
 """
-import numpy as np
+import os
+import sys
+
 import pandas as pd
 import pytest
 import starry
-import warnings
 from starry.extensions import from_nexsci
 
 starry.config.lazy = False
 
 
-@pytest.mark.xfail
-def test_lazy_nexsci_query():
+def test_greedy_nexsci_query():
     """Tests if the nexsci query works."""
-
     # These should run without error
-    from_nexsci._retrieve_online_data()
-
-    df = from_nexsci._get_nexsci_data()
+    df, path1, path2 = from_nexsci._get_nexsci_data()
     assert isinstance(df, pd.DataFrame)
+    assert isinstance(path1, str)
+    assert isinstance(path2, str)
+    assert os.path.isfile(path1)
+    assert os.path.isfile(path2)
     df = from_nexsci._fill_data(df)
     assert isinstance(df, pd.DataFrame)
 
 
-@pytest.mark.xfail
-def test_lazy_nexsci_local():
+def test_greedy_nexsci_local():
     """Tests if creating a system from the local csv file works"""
 
     # Pass a nice name
diff --git a/starry/extensions/tests/lazy/test_lazy_nexsci.py b/starry/extensions/tests/lazy/test_lazy_nexsci.py
index 0f0fdcf09..4afc13404 100644
--- a/starry/extensions/tests/lazy/test_lazy_nexsci.py
+++ b/starry/extensions/tests/lazy/test_lazy_nexsci.py
@@ -3,30 +3,31 @@
 Test the nexsci extension.
 
 """
-import numpy as np
+import os
+import sys
+
 import pandas as pd
 import pytest
 import starry
-import warnings
 from starry.extensions import from_nexsci
 
 starry.config.lazy = True
 
 
-@pytest.mark.xfail
 def test_lazy_nexsci_query():
     """Tests if the nexsci query works."""
 
     # These should run without error
-    from_nexsci._retrieve_online_data()
-
-    df = from_nexsci._get_nexsci_data()
+    df, path1, path2 = from_nexsci._get_nexsci_data()
     assert isinstance(df, pd.DataFrame)
+    assert isinstance(path1, str)
+    assert isinstance(path2, str)
+    assert os.path.isfile(path1)
+    assert os.path.isfile(path2)
     df = from_nexsci._fill_data(df)
     assert isinstance(df, pd.DataFrame)
 
 
-@pytest.mark.xfail
 def test_lazy_nexsci_local():
     """Tests if creating a system from the local csv file works"""