"""This module contains functions for manipulating and working with csv texts""" import json import os import uuid from gn3.commands import run_cmd def extract_strain_name(csv_header, data, seek="Strain Name") -> str: """Extract a strain's name given a csv header""" for column, value in zip(csv_header.split(","), data.split(",")): if seek in column: return value return "" def create_dirs_if_not_exists(dirs: list) -> None: """Create directories from a list""" for dir_ in dirs: if not os.path.exists(dir_): os.makedirs(dir_) def remove_insignificant_edits(diff_data, epsilon=0.001): """Remove or ignore edits that are not within ε""" __mod = [] for mod in diff_data.get("Modifications"): original = mod.get("Original").split(",") current = mod.get("Current").split(",") for i, (_x, _y) in enumerate(zip(original, current)): if ( _x.replace(".", "").isdigit() and _y.replace(".", "").isdigit() and abs(float(_x) - float(_y)) < epsilon ): current[i] = _x if not (__o := ",".join(original)) == (__c := ",".join(current)): __mod.append( { "Original": __o, "Current": __c, } ) diff_data["Modifications"] = __mod return diff_data def csv_diff(base_csv, delta_csv, tmp_dir="/tmp") -> dict: """Diff 2 csv strings""" base_csv_list = base_csv.strip().split("\n") delta_csv_list = delta_csv.strip().split("\n") base_csv_header, delta_csv_header = "", "" for i, line in enumerate(base_csv_list): if line.startswith("Strain Name,Value,SE,Count"): base_csv_header, delta_csv_header = line, delta_csv_list[i] break longest_header = max(base_csv_header, delta_csv_header) if base_csv_header != delta_csv_header: if longest_header != base_csv_header: base_csv = base_csv.replace("Strain Name,Value,SE,Count", longest_header, 1) else: delta_csv = delta_csv.replace( "Strain Name,Value,SE,Count", longest_header, 1 ) file_name1 = os.path.join(tmp_dir, str(uuid.uuid4())) file_name2 = os.path.join(tmp_dir, str(uuid.uuid4())) with open(file_name1, "w", encoding="utf-8") as _f: _l = len(longest_header.split(",")) _f.write(fill_csv(csv_text=base_csv, width=_l)) with open(file_name2, "w", encoding="utf-8") as _f: _f.write(fill_csv(delta_csv, width=_l)) # Now we can run the diff! _r = run_cmd(cmd=('"csvdiff ' f"{file_name1} {file_name2} " '--format json"')) if _r.get("code") == 0: _r = json.loads(_r.get("output", "")) if any(_r.values()): _r["Columns"] = max(base_csv_header, delta_csv_header) else: _r = {} # Clean Up! if os.path.exists(file_name1): os.remove(file_name1) if os.path.exists(file_name2): os.remove(file_name2) return _r def fill_csv(csv_text, width, value="x"): """Fill a csv text with 'value' if it's length is less than width""" data = [] for line in csv_text.strip().split("\n"): if line.startswith("Strain") or line.startswith("#"): data.append(line) elif line: _n = line.split(",") for i, val in enumerate(_n): if not val.strip(): _n[i] = value data.append(",".join(_n + [value] * (width - len(_n)))) return "\n".join(data)