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Fix some of Codacy's complaints
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James R. Barlow committed Nov 25, 2018
1 parent 9122e62 commit 8aa2523
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Showing 3 changed files with 51 additions and 25 deletions.
47 changes: 36 additions & 11 deletions src/training/language_specific.py
Expand Up @@ -916,6 +916,9 @@ def set_lang_specific_parameters(ctx, lang):
TEXT2IMAGE_EXTRA_ARGS = []
EXPOSURES = []

GENERATE_WORD_BIGRAMS = None
WORD_DAWG_SIZE = None

# Latin languages.
if lang == "enm":
TEXT2IMAGE_EXTRA_ARGS += ["--ligatures"] # Add ligatures when supported
Expand Down Expand Up @@ -1364,18 +1367,40 @@ def set_lang_specific_parameters(ctx, lang):
LANG_IS_RTL = False
NORM_MODE = 1

for var in [v for v in locals()]:
if var.isupper():
value = locals()[var]
lowervar = var.lower()
if hasattr(ctx, lowervar) and getattr(ctx, lowervar) != value:
log.debug(f"{lowervar} = {value} (was {getattr(ctx, lowervar)})")
setattr(ctx, lowervar, value)
elif hasattr(ctx, lowervar):
log.debug(f"{lowervar} = {value} (set on cmdline)")
vars_to_transfer = {
'ambigs_filter_denominator': AMBIGS_FILTER_DENOMINATOR,
'bigram_dawg_factor': BIGRAM_DAWG_FACTOR,
'exposures': EXPOSURES,
'filter_arguments': FILTER_ARGUMENTS,
'fonts': FONTS,
'fragments_disabled': FRAGMENTS_DISABLED,
'generate_word_bigrams': GENERATE_WORD_BIGRAMS,
'lang_is_rtl': LANG_IS_RTL,
'leading': LEADING,
'mean_count': MEAN_COUNT,
'mix_lang': MIX_LANG,
'norm_mode': NORM_MODE,
'number_dawg_factor': NUMBER_DAWG_FACTOR,
'punc_dawg_factor': PUNC_DAWG_FACTOR,
'run_shape_clustering': RUN_SHAPE_CLUSTERING,
'text2image_extra_args': TEXT2IMAGE_EXTRA_ARGS,
'text_corpus': TEXT_CORPUS,
'training_data_arguments': TRAINING_DATA_ARGUMENTS,
'word_dawg_factor': WORD_DAWG_FACTOR,
'word_dawg_size': WORD_DAWG_SIZE,
'wordlist2dawg_arguments': WORDLIST2DAWG_ARGUMENTS,
}

for attr, value in vars_to_transfer.items():
if hasattr(ctx, attr):
if getattr(ctx, attr) != value:
log.debug(f"{attr} = {value} (was {getattr(ctx, attr)})")
setattr(ctx, attr, value)
else:
log.debug(f"{lowervar} = {value}")
setattr(ctx, lowervar, value)
log.debug(f"{attr} = {value} (set on cmdline)")
else:
log.debug(f"{attr} = {value}")
setattr(ctx, attr, value)

return ctx

Expand Down
9 changes: 6 additions & 3 deletions src/training/tesstrain.py
Expand Up @@ -14,7 +14,7 @@
# Tesseract. For a detailed description of the phases, see
# https://github.com/tesseract-ocr/tesseract/wiki/TrainingTesseract
#
import sys, os, subprocess, logging
import sys, os, logging


sys.path.insert(0, os.path.dirname(__file__))
Expand All @@ -32,7 +32,7 @@
log = logging.getLogger()


def setup_logging(logfile):
def setup_logging_console():
log.setLevel(logging.DEBUG)
console = logging.StreamHandler()
console.setLevel(logging.INFO)
Expand All @@ -42,6 +42,8 @@ def setup_logging(logfile):
console.setFormatter(console_formatter)
log.addHandler(console)


def setup_logging_logfile(logfile):
logfile = logging.FileHandler(logfile)
logfile.setLevel(logging.DEBUG)
logfile_formatter = logging.Formatter(
Expand All @@ -52,8 +54,9 @@ def setup_logging(logfile):


def main():
setup_logging_console()
ctx = parse_flags()
setup_logging(ctx.log_file)
setup_logging_logfile(ctx.log_file)
if not ctx.linedata:
log.error("--linedata_only is required since only LSTM is supported")
sys.exit(1)
Expand Down
20 changes: 9 additions & 11 deletions src/training/tesstrain_utils.py
Expand Up @@ -49,13 +49,10 @@ def __init__(self):

self.max_pages = 0
self.save_box_tiff = False
self.output_dir = "/tmp/tesstrain/tessdata"
self.overwrite = False
self.linedata = False
self.run_shape_clustering = False
self.extract_font_properties = True
self._workspace_dir = TemporaryDirectory(prefix="tesstrain")
self.workspace_dir = self._workspace_dir.name


def err_exit(msg):
Expand Down Expand Up @@ -88,8 +85,8 @@ def run_command(cmd, *args, env=None):
else:
try:
proclog.error(proc.stdout.decode("utf-8", errors="replace"))
except Exception:
pass
except Exception as e:
proclog.error(e)
err_exit(f"Program {cmd} failed with return code {proc.returncode}. Abort.")


Expand All @@ -101,10 +98,10 @@ def check_file_readable(*filenames):
filenames = [filenames]
for filename in filenames:
try:
with Path(filename).open() as f:
with Path(filename).open():
pass
except FileNotFoundError:
err_exit(f"Expected file {filename} does not exist")
err_exit(f"Required/expected file '{filename}' does not exist")
except PermissionError:
err_exit(f"{filename} is not readable")
except IOError as e:
Expand Down Expand Up @@ -191,7 +188,6 @@ def check_file_readable(*filenames):
nargs="+",
help="A list of exposure levels to use (e.g. -1,0,1).",
)
parser.add_argument("--workspace_dir")


# Does simple command-line parsing and initialization.
Expand All @@ -200,7 +196,6 @@ def parse_flags(argv=None):
log.debug(ctx)
parser.parse_args(args=argv, namespace=ctx)
log.debug(ctx)
log.info("Parsing")

if not ctx.lang_code:
err_exit("Need to specify a language --lang")
Expand All @@ -215,12 +210,15 @@ def parse_flags(argv=None):
)
else:
ctx.tessdata_dir = tessdata_prefix
if not ctx.output_dir:
ctx.output_dir = mkdtemp(prefix=f"trained-{ctx.lang_code}-{ctx.timestamp}")
log.info(f"Output directory set to: {ctx.output_dir}")

# Location where intermediate files will be created.
ctx.training_dir = mkdtemp(prefix=f"{ctx.lang_code}-{ctx.timestamp}")
# Location of log file for the whole run.
ctx.log_file = Path(ctx.training_dir) / "tesstrain.log"
log.info(f"Log file {ctx.log_file}")
log.info(f"Log file location: {ctx.log_file}")

def show_tmpdir_location(training_dir):
# On successful exit we will delete this first; on failure we want to let the user
Expand Down Expand Up @@ -356,7 +354,7 @@ def phase_I_generate_image(ctx, par_factor):
# for tesseract to recognize during training. Take only the ngrams whose
# combined weight accounts for 95% of all the bigrams in the language.
lines = Path(ctx.bigram_freqs_file).read_text(encoding="utf-8").split("\n")
records = (line.split(" ") for line in splittable_lines)
records = (line.split(" ") for line in lines)
p = 0.99
ngram_frac = p * sum(int(rec[1]) for rec in records if len(rec) >= 2)

Expand Down

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