import argparse import numpy as np import pandas as pd import re import logging logger = logging.getLogger(__name__) logger.setLevel(logging.DEBUG) parser = argparse.ArgumentParser() parser.add_argument("input", nargs="?", default=None) args = parser.parse_args() def mlcc_code2specs(code): specs = {} code = code.lower() if code in ["c0g", "np0"]: # type 1 specs["temperature_min"] = -55 specs["temperature_max"] = +125 specs["tolerance"] = 0 else: # type 2 specs["temperature_min"] = {"x": -55, "y": -30, "z": +10}[code[0]] specs["temperature_max"] = {2: +45, 4: +65, 5: +85, 6: +105, 7: +125}[int(code[1])] specs["tolerance"] = {"d":0.033, "e":0.047, "f":0.075, "p":0.10, "r":0.15, "s":0.22, "t":0.33, "u":0.56, "v":0.82}[code[2]] footprints = { "0402": (2, ["0402", "R0402", "C0402"]), "0603": (2, ["0603", "R0603", "C0603"]), "0805": (2, ["0805", "R0805", "C0805"]), "1206": (2, ["1206", "R1206", "C1206"]), "1210": (2, ["1210", "R1210", "C1210"]), "1218": (2, ["1218", "R1218", "C1218"]), "2512": (2, ["2512", "R2512", "C2512"]), } # TODO: remove hardcoded csv args.input = "/home/brendan/Documents/tempsync/projects/0034_UniversalController/jlcparts.csv" if args.input: parts_csv = pd.read_csv(args.input, encoding_errors="replace", delimiter=",", index_col=False) else: raise NotImplementedError() logger.info("Parsing JLCPCB stock...") stock = parts_csv[parts_csv["Stock"]>0] # NOTES: # - if something has tolerance specified as absolute, "Value" may be wrong but "Tolerance" will be NA so it will be dropped # resistors resistors = stock[stock["First Category"] == "Resistors"] resistors.loc[:, "Value"] = resistors["Description"].str.extract(r"(\d+(\.\d+)?)��").astype(float).iloc[:,0] resistors.loc[:, "Tolerance"] = resistors["Description"].str.extract(r"(\d+)%").astype(float) / 100 resistors.loc[:, "TempCoef"] = resistors["Description"].str.extract(r"(\d+)ppm/��").astype(float) / 1e6 power_frac = resistors["Description"].str.extract(r"(\d+)/(\d+)W").astype(float) power_frac = power_frac.iloc[:,0] / power_frac.iloc[:,1] power_dec = resistors["Description"].str.extract(r"(\d+(\.\d+))W").astype(float).iloc[:,0] power = power_frac.add(power_dec, fill_value=0) power[power_frac.notnull() & power_dec.notnull()] = pd.NA resistors.loc[:, "Power"] = power resistors.loc[:, "Footprint"] = pd.NA for fp, (pins, name) in footprints.items(): matches = False for n in name: matches = matches | (resistors["Package"] == n) matches = matches & (resistors["Solder Joint"] == pins) resistors["Footprint"][matches] = fp # resistors.drop("Package", inplace=True) resistors.dropna(inplace=True) # capacitors capacitors = stock[stock["First Category"] == "Capacitors"] value = capacitors["Description"].str.extract(r"(\d+(\.\d+)?)([pnum]?)F") value = value.iloc[:,0].astype(float) * value.iloc[:,2].replace(["p", "n", "u", "m", ""], [1e-12, 1e-9, 1e-6, 1e-3, 1]).astype(float) capacitors.loc[:, "Value"] = value capacitors.loc[:, "Tolerance"] = capacitors["Description"].str.extract(r"(\d+)%").astype(float) / 100 capacitors.loc[:, "Voltage"] = capacitors["Description"].str.extract(r"(\d+(\.\d+)?)V").astype(float).iloc[:,0] # TODO: "MLCC"/"Tantalum" code_np0 = capacitors["Description"].str.contains(r"NP0") code_t1 = capacitors["Description"].str.extract(r"([CBLAMPRSTVU][01234678][GHJKLMN])") code_t2 = capacitors["Description"].str.extract(r"([XYZ][24567][DEFPRSTUV])") code = code_t1 code[code_t2.notnull()] = code_t2 code[code_np0] = "C0G" capacitors["Code"] = code capacitors["Footprint"] = pd.NA for fp, (pins, name) in footprints.items(): matches = False for n in name: matches = matches | (capacitors["Package"] == n) matches = matches & (capacitors["Solder Joint"] == pins) capacitors["Footprint"][matches] = fp # capacitors.drop("Package", inplace=True) capacitors.dropna(inplace=True) pass