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* match new UCS - provided to Kelle by Trent * keep track of multiple and no matches
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from scripts.ingests.utils import load_simpledb, find_source_in_db, logger, SimpleError | ||
from astropy.io import ascii | ||
from urllib.parse import quote | ||
import requests | ||
from astropy.table import Table | ||
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def check_simple_url(url, uc_sheet_name, simple_source): | ||
# test the URL to make sure it is valid | ||
url_status = requests.head(url).status_code | ||
if url_status == 404: | ||
msg = f"URL not valid for {uc_sheet_name} {simple_source} at {url}" | ||
logger.error(msg) | ||
raise SimpleError(msg) | ||
elif url_status != 200: | ||
logger.warning( | ||
f"URL not valid for {uc_sheet_name} {simple_source} at {url} \ | ||
but with HTTP status {url_status}" | ||
) | ||
else: | ||
logger.info(f"URL valid for {uc_sheet_name} {simple_source} at {url}") | ||
return url | ||
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RECREATE_DB = False | ||
db = load_simpledb("SIMPLE.sqlite", recreatedb=RECREATE_DB) | ||
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# Load Ultracool sheet | ||
sheet_id = "1i98ft8g5mzPp2DNno0kcz4B9nzMxdpyz5UquAVhz-U8" | ||
# link = f"https://docs.google.com/spreadsheets/d/{sheet_id}/export?format=csv" | ||
# link = "scripts/ultracool_sheet/UltracoolSheet - Main_010824.csv" | ||
link = "scripts/ultracool_sheet/UltracoolSheet - PRIVATE - Sheet26.csv" | ||
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# read the csv data into an astropy table | ||
uc_sheet_table = ascii.read( | ||
link, | ||
format="csv", | ||
data_start=1, | ||
header_start=0, | ||
guess=False, | ||
fast_reader=False, | ||
delimiter=",", | ||
) | ||
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# Match sources in Ultracool sheet to sources in SIMPLE | ||
uc_names = [] | ||
simple_urls = [] | ||
simple_sources = [] | ||
no_match = [] | ||
multiple_matches = [] | ||
for source in uc_sheet_table: | ||
uc_sheet_name = source["name"] | ||
match = find_source_in_db( | ||
db, | ||
uc_sheet_name, | ||
ra=source["ra_j2000_formula"], | ||
dec=source["dec_j2000_formula"], | ||
) | ||
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# convert SIMPLE source name to URL | ||
if len(match) == 0: | ||
msg = f"No match found for {uc_sheet_name}" | ||
logger.error(msg) | ||
no_match.append(uc_sheet_name) | ||
# raise SimpleError(msg) | ||
continue | ||
elif len(match) > 1: | ||
msg = f"Multiple matches found for {uc_sheet_name}" | ||
logger.error(msg) | ||
multiple_matches.append(uc_sheet_name) | ||
# raise SimpleError(msg) | ||
continue | ||
elif len(match) == 1: | ||
simple_source = match[0] | ||
logger.info(f"Match found for {uc_sheet_name}: {simple_source}") | ||
uc_names.append(uc_sheet_name) | ||
simple_sources.append(simple_source) | ||
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# URLify source name | ||
source_url = quote(simple_source) | ||
url = "https://simple-bd-archive.org/solo_result/" + source_url | ||
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# check the URL | ||
good_url = check_simple_url(url, uc_sheet_name, simple_source) | ||
simple_urls.append(good_url) | ||
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else: | ||
msg = f"Unexpected state for {uc_sheet_name}" | ||
logger.error(msg) | ||
raise SimpleError(msg) | ||
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# write the results to a file | ||
results_table = Table( | ||
[uc_names, simple_sources, simple_urls], | ||
names=["Ultracool Sheet Name", "SIMPLE Source Name", "SIMPLE URL"], | ||
) | ||
results_table.write( | ||
"scripts/ultracool_sheet/uc_sheet_simple_urls.csv", | ||
delimiter=",", | ||
overwrite=True, | ||
format="ascii.ecsv", | ||
) | ||
no_match_table = Table([no_match], names=["No Match"]) | ||
no_match_table.write( | ||
"scripts/ultracool_sheet/uc_sheet_no_match.csv", | ||
delimiter=",", | ||
overwrite=True, | ||
format="ascii.ecsv", | ||
) | ||
multiple_matches_table = Table([multiple_matches], names=["Multiple Matches"]) | ||
multiple_matches_table.write( | ||
"scripts/ultracool_sheet/uc_sheet_multiple_matches.csv", | ||
delimiter=",", | ||
overwrite=True, | ||
format="ascii.ecsv", | ||
) | ||
print(f"Number of no matches {len(no_match_table)}") | ||
print(f"Number of multiple matches {len(multiple_matches_table)}") | ||
# Number of no matches 860 | ||
# Number of multiple matches 2 | ||
# DENIS J220002.0-303832A = DENIS-P J220002.05-303832.9 |