def main(head=5, tail=5):
# knock1: count lines of file
lines = read_file()
print("knock1: line count is {0}".format(len(lines)))
# knock2: replace tab to space
replaced = [ln.replace("\t", " ") for ln in lines]
# knock3: split column and save these to file
splitted = [ln.split(" ") for ln in replaced]
col1 = [ln[0] for ln in splitted]
col2 = [ln[1] for ln in splitted]
file_tool.write_file(make_path("cat1.txt"), col1)
file_tool.write_file(make_path("cat2.txt"), col2)
# knock4: reconstruct file from splited files(in knock3)
col1_re = file_tool.read_file(make_path("cat1.txt"))
col2_re = file_tool.read_file(make_path("cat2.txt"))
def trim_cr(line_with_cr):
return line_with_cr.replace("\n", "")
restructured = [
"\t".join(list(map(trim_cr, columns)))
for columns in zip(col1_re, col2_re)
]
file_tool.write_file(make_path("re_address.txt"), restructured)
knock4_validate = True
if len(lines) == len(restructured):
for index, line in enumerate(lines):
if lines[index] != restructured[index]:
knock4_validate = False
break
else:
knock4_validate = False
if not knock4_validate:
raise Exception("knock4 is failed! check knock1 to 4.")
else:
print("knock 2 to 4 seems good!")
# knock5: show head x lines
print("knock5. show head {0} lines.".format(head))
for line in replaced[:head]:
print(line)
# knock6: show tail x lines
print("knock6. show tail {0} lines.".format(tail))
for line in replaced[-tail:]:
print(line)
# knock7: count kinds of column1
def count_kinds(array):
kinds = Counter()
for item in array:
kinds[item] += 1
return kinds
col1_kinds = count_kinds(col1)
print("knock7. show counted result of top 10.")
print(col1_kinds.most_common(10)) # show top 10
# knock8: sort by column2
sorted_by_col2 = sorted(splitted, key=lambda cols: cols[1])
print("knock8. show sorted result of top {0}.".format(head))
for columns in sorted_by_col2[:head]:
print(" ".join(columns))
# knock9: sort by column2 and column1
sorted_by_col2_col1 = sorted(splitted, key=lambda cols: cols[1] + cols[0])
print("knock9. show sorted result of top {0}.".format(head))
for columns in sorted_by_col2_col1[:head]:
print(" ".join(columns))
# knock10: count kinds of column2
col2_kinds = count_kinds([trim_cr(x)
for x in col2_re]) # use file in knock3
print("knock10. show counted result of top 10.")
print(col2_kinds.most_common(10)) # show top 10
def write_file(filename, rows, separator="\t"):
path = DATASET_HOME + filename
tool.write_file(path, rows, separator)
def main(head=5, tail=5):
# knock1: count lines of file
lines = read_file()
print("knock1: line count is {0}".format(len(lines)))
# knock2: replace tab to space
replaced = [ln.replace("\t", " ") for ln in lines]
# knock3: split column and save these to file
splitted = [ln.split(" ") for ln in replaced]
col1 = [ln[0] for ln in splitted]
col2 = [ln[1] for ln in splitted]
file_tool.write_file(make_path("cat1.txt"), col1)
file_tool.write_file(make_path("cat2.txt"), col2)
# knock4: reconstruct file from splited files(in knock3)
col1_re = file_tool.read_file(make_path("cat1.txt"))
col2_re = file_tool.read_file(make_path("cat2.txt"))
def trim_cr(line_with_cr):
return line_with_cr.replace("\n", "")
restructured = ["\t".join(list(map(trim_cr, columns))) for columns in zip(col1_re, col2_re)]
file_tool.write_file(make_path("re_address.txt"), restructured)
knock4_validate = True
if len(lines) == len(restructured):
for index, line in enumerate(lines):
if lines[index] != restructured[index]:
knock4_validate = False
break
else:
knock4_validate = False
if not knock4_validate:
raise Exception("knock4 is failed! check knock1 to 4.")
else:
print("knock 2 to 4 seems good!")
# knock5: show head x lines
print("knock5. show head {0} lines.".format(head))
for line in replaced[:head]:
print(line)
# knock6: show tail x lines
print("knock6. show tail {0} lines.".format(tail))
for line in replaced[-tail:]:
print(line)
# knock7: count kinds of column1
def count_kinds(array):
kinds = Counter()
for item in array:
kinds[item] += 1
return kinds
col1_kinds = count_kinds(col1)
print("knock7. show counted result of top 10.")
print(col1_kinds.most_common(10)) # show top 10
# knock8: sort by column2
sorted_by_col2 = sorted(splitted, key=lambda cols: cols[1])
print("knock8. show sorted result of top {0}.".format(head))
for columns in sorted_by_col2[:head]:
print(" ".join(columns))
# knock9: sort by column2 and column1
sorted_by_col2_col1 = sorted(splitted, key=lambda cols: cols[1] + cols[0])
print("knock9. show sorted result of top {0}.".format(head))
for columns in sorted_by_col2_col1[:head]:
print(" ".join(columns))
# knock10: count kinds of column2
col2_kinds = count_kinds([trim_cr(x) for x in col2_re]) # use file in knock3
print("knock10. show counted result of top 10.")
print(col2_kinds.most_common(10)) # show top 10