def text_summary(series: pd.Series) -> dict:
"""
Args:
series: series to summarize
Returns:
"""
# Distribution of length
summary = {
"length": series.map(lambda x: len(str(x))).value_counts().to_dict()
}
# Unicode Character Summaries (category and script name)
character_counts = get_character_counts(series)
summary["category_short_values"] = {
key: category(key)
for key in character_counts.keys()
}
summary["category_alias_values"] = {
key: category_long(value)
for key, value in summary["category_short_values"].items()
}
summary["script_values"] = {
key: script(key)
for key in character_counts.keys()
}
summary["block_values"] = {
key: block(key)
for key in character_counts.keys()
}
summary["block_alias_values"] = {
key: block_abbr(value)
for key, value in summary["block_values"].items()
}
return summary
def unicode_summary_vc(vc: pd.Series) -> dict:
from tangled_up_in_unicode import block, block_abbr, category, category_long, script
# Unicode Character Summaries (category and script name)
character_counts = get_character_counts_vc(vc)
character_counts_series = character_counts
summary = {
"n_characters_distinct": len(character_counts_series),
"n_characters": np.sum(character_counts_series.values),
"character_counts": character_counts_series,
}
char_to_block = {key: block(key) for key in character_counts.keys()}
char_to_category_short = {
key: category(key)
for key in character_counts.keys()
}
char_to_script = {key: script(key) for key in character_counts.keys()}
summary.update({
"category_alias_values": {
key: category_long(value)
for key, value in char_to_category_short.items()
},
"block_alias_values":
{key: block_abbr(value)
for key, value in char_to_block.items()},
})
# Retrieve original distribution
block_alias_counts: Counter = Counter()
per_block_char_counts: dict = {
k: Counter()
for k in summary["block_alias_values"].values()
}
for char, n_char in character_counts.items():
block_name = summary["block_alias_values"][char]
block_alias_counts[block_name] += n_char
per_block_char_counts[block_name][char] = n_char
summary["block_alias_counts"] = counter_to_series(block_alias_counts)
summary["n_block_alias"] = len(summary["block_alias_counts"])
summary["block_alias_char_counts"] = {
k: counter_to_series(v)
for k, v in per_block_char_counts.items()
}
script_counts: Counter = Counter()
per_script_char_counts: dict = {
k: Counter()
for k in char_to_script.values()
}
for char, n_char in character_counts.items():
script_name = char_to_script[char]
script_counts[script_name] += n_char
per_script_char_counts[script_name][char] = n_char
summary["script_counts"] = counter_to_series(script_counts)
summary["n_scripts"] = len(summary["script_counts"])
summary["script_char_counts"] = {
k: counter_to_series(v)
for k, v in per_script_char_counts.items()
}
category_alias_counts: Counter = Counter()
per_category_alias_char_counts: dict = {
k: Counter()
for k in summary["category_alias_values"].values()
}
for char, n_char in character_counts.items():
category_alias_name = summary["category_alias_values"][char]
category_alias_counts[category_alias_name] += n_char
per_category_alias_char_counts[category_alias_name][char] += n_char
summary["category_alias_counts"] = counter_to_series(category_alias_counts)
if len(summary["category_alias_counts"]) > 0:
summary["category_alias_counts"].index = summary[
"category_alias_counts"].index.str.replace("_", " ")
summary["n_category"] = len(summary["category_alias_counts"])
summary["category_alias_char_counts"] = {
k: counter_to_series(v)
for k, v in per_category_alias_char_counts.items()
}
with contextlib.suppress(AttributeError):
summary["category_alias_counts"].index = summary[
"category_alias_counts"].index.str.replace("_", " ")
return summary
def unicode_summary(series: pd.Series) -> dict:
# Unicode Character Summaries (category and script name)
character_counts = get_character_counts(series)
character_counts_series = counter_to_series(character_counts)
char_to_block = {key: block(key) for key in character_counts.keys()}
char_to_category_short = {
key: category(key)
for key in character_counts.keys()
}
char_to_script = {key: script(key) for key in character_counts.keys()}
summary = {
"n_characters": len(character_counts_series),
"character_counts": character_counts_series,
"category_alias_values": {
key: category_long(value)
for key, value in char_to_category_short.items()
},
"block_alias_values":
{key: block_abbr(value)
for key, value in char_to_block.items()},
}
# Retrieve original distribution
block_alias_counts: Counter = Counter()
per_block_char_counts: dict = {
k: Counter()
for k in summary["block_alias_values"].values()
}
for char, n_char in character_counts.items():
block_name = summary["block_alias_values"][char]
block_alias_counts[block_name] += n_char
per_block_char_counts[block_name][char] = n_char
summary["block_alias_counts"] = counter_to_series(block_alias_counts)
summary["block_alias_char_counts"] = {
k: counter_to_series(v)
for k, v in per_block_char_counts.items()
}
script_counts: Counter = Counter()
per_script_char_counts: dict = {
k: Counter()
for k in char_to_script.values()
}
for char, n_char in character_counts.items():
script_name = char_to_script[char]
script_counts[script_name] += n_char
per_script_char_counts[script_name][char] = n_char
summary["script_counts"] = counter_to_series(script_counts)
summary["script_char_counts"] = {
k: counter_to_series(v)
for k, v in per_script_char_counts.items()
}
category_alias_counts: Counter = Counter()
per_category_alias_char_counts: dict = {
k: Counter()
for k in summary["category_alias_values"].values()
}
for char, n_char in character_counts.items():
category_alias_name = summary["category_alias_values"][char]
category_alias_counts[category_alias_name] += n_char
per_category_alias_char_counts[category_alias_name][char] += n_char
summary["category_alias_counts"] = counter_to_series(category_alias_counts)
summary["category_alias_char_counts"] = {
k: counter_to_series(v)
for k, v in per_category_alias_char_counts.items()
}
# Unique counts
summary["n_category"] = len(summary["category_alias_counts"])
summary["n_scripts"] = len(summary["script_counts"])
summary["n_block_alias"] = len(summary["block_alias_counts"])
return summary
},
{
"property": "Script (long)",
"new": unicode_data.script
},
{
"property": "Script (short)",
"new": lambda x: unicode_data.script_abbr(unicode_data.script(x)),
},
{
"property": "Block (long)",
"new": unicode_data.block
},
{
"property": "Block (short)",
"new": lambda x: unicode_data.block_abbr(unicode_data.block(x)),
},
{
"property":
"East Asian Width (long)",
"new":
lambda x: unicode_data.east_asian_width_long(
unicode_data.east_asian_width(x)),
},
{
"property":
"Bidirectional (long)",
"new":
lambda x: unicode_data.bidirectional_long(
unicode_data.bidirectional(x)),
},