Mercurial > repos > galaxyp > maxquant_mqpar
comparison mqparam.py @ 3:2d67fb758956 draft
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/maxquant commit da342a782ccc391b87fb4fead956b7b3cbd21258"
author | galaxyp |
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date | Sat, 11 Apr 2020 11:50:09 -0400 |
parents | 256cc0e17454 |
children | 9cb7dcc07dae |
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2:3fc2116ac6d9 | 3:2d67fb758956 |
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1 """ | 1 """ |
2 Create a project-specific MaxQuant parameter file. | 2 Create a project-specific MaxQuant parameter file. |
3 | |
4 TODO: check validity of parsed experimental design template | |
5 add support for parameter groups | |
6 add reporter ion MS2 | |
7 | |
8 Author: Damian Glaetzer <d.glaetzer@mailbox.org> | |
9 """ | 3 """ |
10 | 4 |
5 import copy | |
11 import ntpath | 6 import ntpath |
12 import os | 7 import os |
13 import re | 8 import re |
9 import yaml | |
14 import xml.etree.ElementTree as ET | 10 import xml.etree.ElementTree as ET |
15 from itertools import zip_longest | 11 from itertools import zip_longest |
16 from xml.dom import minidom | 12 from xml.dom import minidom |
13 | |
14 | |
15 def et_add_child(el, name, text, attrib=None): | |
16 "Add a child element to an xml.etree.ElementTree.Element" | |
17 child = ET.SubElement(el, name, attrib=attrib if attrib else {}) | |
18 child.text = str(text) | |
19 return child | |
20 | |
21 | |
22 class ParamGroup: | |
23 """Represents one parameter Group | |
24 """ | |
25 | |
26 def __init__(self, root): | |
27 """Initialize with its xml.etree.ElementTree root Element. | |
28 """ | |
29 self._root = copy.deepcopy(root) | |
30 | |
31 def set_list_param(self, key, vals): | |
32 """Set a list parameter. | |
33 """ | |
34 node = self._root.find(key) | |
35 if node is None: | |
36 raise ValueError('Element {} not found in parameter file' | |
37 .format(key)) | |
38 node.clear() | |
39 node.tag = key | |
40 for e in vals: | |
41 et_add_child(node, name='string', text=e) | |
42 | |
43 def set_simple_param(self, key, value): | |
44 """Set a simple parameter. | |
45 """ | |
46 node = self._root.find(key) | |
47 if node is None: | |
48 raise ValueError('Element {} not found in parameter file' | |
49 .format(key)) | |
50 node.text = str(value) | |
51 | |
52 def set_silac(self, light_labels, medium_labels, heavy_labels): | |
53 """Set label modifications. | |
54 """ | |
55 if medium_labels and not (heavy_labels or light_labels): # medium omly with heavy and light | |
56 raise Exception("Incorrect SILAC specification. Use medium only together with light and heavy labels.") | |
57 multiplicity = 3 if medium_labels else 2 if heavy_labels else 1 | |
58 max_label = str(max(len(light_labels) if light_labels else 0, | |
59 len(medium_labels) if medium_labels else 0, | |
60 len(heavy_labels) if heavy_labels else 0)) | |
61 self._root.find('multiplicity').text = str(multiplicity) | |
62 self._root.find('maxLabeledAa').text = max_label | |
63 node = self._root.find('labelMods') | |
64 node[0].text = ';'.join(light_labels) if light_labels else '' | |
65 if multiplicity == 3: | |
66 et_add_child(node, name='string', text=';'.join(medium_labels)) | |
67 if multiplicity > 1: | |
68 et_add_child(node, name='string', | |
69 text=';'.join(heavy_labels) if heavy_labels else '') | |
70 | |
71 def set_isobaric_label(self, internalLabel, terminalLabel, | |
72 cm2, cm1, cp1, cp2, tmtLike): | |
73 """Add isobaric label info. | |
74 Args: | |
75 internalLabel: string | |
76 terminalLabel: string | |
77 cm2: (float) correction factor | |
78 cm1: (float) correction factor | |
79 cp1: (float) correction factor | |
80 cp2: (float) correction factor | |
81 tmtLike: bool or string | |
82 Returns: | |
83 None | |
84 """ | |
85 iso_labels_node = self._root.find('isobaricLabels') | |
86 label = et_add_child(iso_labels_node, 'IsobaricLabelInfo', '') | |
87 et_add_child(label, 'internalLabel', internalLabel) | |
88 et_add_child(label, 'terminalLabel', terminalLabel) | |
89 for num, factor in (('M2', cm2), ('M1', cm1), ('P1', cp1), ('P2', cp2)): | |
90 et_add_child(label, 'correctionFactor' + num, | |
91 str(float(factor) if factor % 1 else int(factor))) | |
92 et_add_child(label, 'tmtLike', str(tmtLike)) | |
17 | 93 |
18 | 94 |
19 class MQParam: | 95 class MQParam: |
20 """Represents a mqpar.xml and provides methods to modify | 96 """Represents a mqpar.xml and provides methods to modify |
21 some of its parameters. | 97 some of its parameters. |
22 """ | 98 """ |
23 | 99 |
24 fasta_template = """<FastaFileInfo> | 100 def __init__(self, mqpar_in, exp_design=None, yaml=None, substitution_rx=r'[^\s\S]'): # no sub by default |
25 <fastaFilePath></fastaFilePath> | |
26 <identifierParseRule></identifierParseRule> | |
27 <descriptionParseRule></descriptionParseRule> | |
28 <taxonomyParseRule></taxonomyParseRule> | |
29 <variationParseRule></variationParseRule> | |
30 <modificationParseRule></modificationParseRule> | |
31 <taxonomyId></taxonomyId> | |
32 </FastaFileInfo>""" | |
33 | |
34 def __init__(self, mqpar_out, mqpar_in, exp_design, | |
35 substitution_rx=r'[^\s\S]'): # no sub by default | |
36 """Initialize MQParam class. mqpar_in can either be a template | 101 """Initialize MQParam class. mqpar_in can either be a template |
37 or a already suitable mqpar file. | 102 or a already suitable mqpar file. |
38 >>> t = MQParam("test", './test-data/template.xml', None) | 103 Args: |
39 >>> t.root.tag | 104 mqpar_in: a template parameter file |
40 'MaxQuantParams' | 105 exp_design: a experimental design template (see MaxQuant documentation), |
41 >>> (t.root.find('maxQuantVersion')).text | 106 can be None |
42 '1.6.3.4' | 107 substitution_rx: a regular expression for replacements in the file names. |
43 """ | 108 It is applied before comparing input file names (e.g. from the exp. design) |
44 | 109 """ |
45 self.orig_mqpar = mqpar_in | 110 self.orig_mqpar = mqpar_in |
46 self.exp_design = exp_design | 111 self.exp_design = exp_design |
47 self.mqpar_out = mqpar_out | 112 self._root = ET.parse(mqpar_in).getroot() |
48 self.root = ET.parse(mqpar_in).getroot() | 113 self.version = self._root.find('maxQuantVersion').text |
49 self.version = self.root.find('maxQuantVersion').text | |
50 # regex for substitution of certain file name characters | 114 # regex for substitution of certain file name characters |
51 self.substitution_rx = substitution_rx | 115 self.substitution_rx = substitution_rx |
116 self.pg_node = copy.deepcopy(self._root.find('parameterGroups')[0]) | |
117 self._paramGroups = [] | |
118 self.fasta_file_node = copy.deepcopy(self._root.find('fastaFiles')[0]) | |
119 if yaml: | |
120 self._from_yaml(yaml) | |
121 | |
122 def __getitem__(self, index): | |
123 """Return paramGroup if indexed with integer, else try to find | |
124 matching Element in XML root and return its text or None. | |
125 """ | |
126 try: | |
127 return self._paramGroups[index] | |
128 except TypeError: | |
129 ret = self._root.find(index) | |
130 return ret.text if ret is not None else None | |
52 | 131 |
53 @staticmethod | 132 @staticmethod |
54 def _add_child(el, name, text, attrib=None): | 133 def _check_validity(design, len_infiles): |
55 """Add a child element to an element. | 134 """Perform some checks on the exp. design template""" |
56 | 135 design_len = len(design['Name']) |
57 >>> t = MQParam("test", './test-data/template.xml', None) | 136 # 'Name' can be None, we need at least len_infiles valid entries |
58 >>> MQParam._add_child(t.root, "test", "test") | 137 match = len(list(filter(lambda x: bool(x), design['Name']))) |
59 >>> t.root.find('test').text == "test" | 138 if match < len_infiles: |
60 True | 139 raise Exception(' '.join(["Error parsing experimental design template:", |
61 """ | 140 "Found only {} matching entries".format(match), |
62 | 141 "for {} input files".format(len_infiles)])) |
63 child = ET.SubElement(el, name, attrib=attrib if attrib else {}) | 142 for i in range(0, design_len): |
64 child.text = str(text) | 143 msg = "(in line " + str(i + 2) + " of experimental design) " |
65 | 144 if not design['Experiment'][i]: |
66 def _make_exp_design(self, infiles): | 145 raise ValueError(msg + " Experiment is empty.") |
67 """Create a dict representing an experimental design from | 146 if design['PTM'][i].lower() not in ('true', 'false'): |
68 an experimental design template and a list of input files. | 147 raise ValueError(msg + "Defines invalid PTM value, should be 'True' or 'False'.") |
148 try: | |
149 int(design['Fraction'][i]) | |
150 except ValueError as e: | |
151 raise ValueError(msg + str(e)) | |
152 | |
153 def _make_exp_design(self, groups, files): | |
154 """Create a dict representing an experimental design from an | |
155 experimental design template and a list input files. | |
69 If the experimental design template is None, create a default | 156 If the experimental design template is None, create a default |
70 design with one experiment for each input file, no fractions and | 157 design with one experiment for each input file and no fractions |
71 parameter group 0 for all files. | 158 for all files. |
72 >>> t2 = MQParam("test", './test-data/template.xml', \ | 159 Args: |
73 './test-data/two/exp_design_template.txt') | 160 files: list of input file paths |
74 >>> design = t2._make_exp_design(['./test-data/BSA_min_21.mzXML', \ | 161 groups: list of parameter group indices |
75 './test-data/BSA_min_22.mzXML']) | 162 Returns: |
76 >>> design['Name'] | 163 dict: The (complete) experimental design template |
77 ['./test-data/BSA_min_21.mzXML', './test-data/BSA_min_22.mzXML'] | 164 """ |
78 >>> design['Fraction'] | 165 design = {s: [] for s in ("Name", "PTM", "Fraction", "Experiment", "paramGroup")} |
79 ['1', '2'] | |
80 """ | |
81 design = {s: [] for s in ("Name", "PTM", "Fraction", "Experiment")} | |
82 if not self.exp_design: | 166 if not self.exp_design: |
83 design["Name"] = infiles | 167 design["Name"] = files |
84 design["Fraction"] = ('32767',) * len(infiles) | 168 design["Fraction"] = ('32767',) * len(files) |
85 design["Experiment"] = [os.path.split(f)[1] for f in infiles] | 169 design["Experiment"] = [os.path.split(f)[1] for f in files] |
86 design["PTM"] = ('False',) * len(infiles) | 170 design["PTM"] = ('False',) * len(files) |
171 design["paramGroup"] = groups | |
87 else: | 172 else: |
88 with open(self.exp_design) as design_file: | 173 with open(self.exp_design) as design_file: |
89 index_line = design_file.readline().strip() | 174 index_line = design_file.readline().strip() |
90 index = [] | 175 index = [] |
91 for i in index_line.split('\t'): | 176 for i in index_line.split('\t'): |
92 if i in design: | 177 if i in design: |
93 index.append(i) | 178 index.append(i) |
94 else: | 179 else: |
95 raise Exception("Invalid comlumn index in experimental" | 180 raise Exception("Invalid column index in experimental design template: {}".format(i)) |
96 + " design template: {}".format(i)) | |
97 for line in design_file: | 181 for line in design_file: |
98 row = line.strip().split('\t') | 182 row = line.strip().split('\t') |
99 for e, i in zip_longest(row, index): | 183 for e, i in zip_longest(row, index): |
184 if i == "Fraction" and not e: | |
185 e = '32767' | |
186 elif i == "PTM" and not e: | |
187 e = 'False' | |
100 design[i].append(e) | 188 design[i].append(e) |
101 | 189 # map files to names in exp. design template |
102 # map infiles to names in exp. design template | |
103 names = [] | 190 names = [] |
104 names_to_paths = {} | 191 names_to_paths = {} |
105 # strip path and extension | 192 # strip path and extension |
106 for f in infiles: | 193 for f in files: |
107 b = os.path.basename(f) | 194 b = os.path.basename(f) |
108 basename = b[:-6] if b.endswith('.mzXML') else b[:-11] | 195 basename = b[:-11] if b.lower().endswith('.thermo.raw') else b.rsplit('.', maxsplit=1)[0] |
109 names_to_paths[basename] = f | 196 names_to_paths[basename] = f |
110 for name in design['Name']: | 197 for name in design['Name']: |
111 # same substitution as in maxquant.xml, | 198 # same substitution as in maxquant.xml, |
112 # when passing the element identifiers | 199 # when passing the element identifiers |
113 fname = re.sub(self.substitution_rx, '_', name) | 200 fname = re.sub(self.substitution_rx, '_', name) |
114 names.append(names_to_paths[fname] if fname in names_to_paths | 201 names.append(names_to_paths[fname] if fname in names_to_paths |
115 else None) | 202 else None) |
116 # replace orig. file names with matching links to galaxy datasets | 203 # replace orig. file names with matching links to galaxy datasets |
117 design['Name'] = names | 204 design['Name'] = names |
118 | 205 design['paramGroup'] = groups |
206 MQParam._check_validity(design, len(files)) | |
119 return design | 207 return design |
120 | 208 |
121 def add_infiles(self, infiles, interactive): | 209 def add_infiles(self, infiles): |
122 """Add a list of raw/mzxml files to the mqpar.xml. | 210 """Add a list of raw/mzxml files to the mqpar.xml. |
123 If experimental design template was specified, | 211 If experimental design template was specified, |
124 modify other parameters accordingly. | 212 modify other parameters accordingly. |
125 The files must be specified as absolute paths | 213 The files must be specified as absolute paths |
126 for maxquant to find them. | 214 for maxquant to find them. |
127 >>> t1 = MQParam("test", './test-data/template.xml', None) | 215 Also add parameter Groups. |
128 >>> t1.add_infiles(('test1', ), True) | 216 Args: |
129 >>> t1.root.find("filePaths")[0].text | 217 infiles: a list of infile lists. first dimension denotes the |
130 'test1' | 218 parameter group. |
131 >>> t1.root.find("fractions")[0].text | 219 Returns: |
132 '32767' | 220 None |
133 >>> len(t1.root.find("fractions")) | 221 """ |
134 1 | 222 groups, files = zip(*[(num, f) for num, l in enumerate(infiles) for f in l]) |
135 >>> t2 = MQParam("test", './test-data/template.xml', \ | 223 self._paramGroups = [ParamGroup(self.pg_node) for i in range(len(infiles))] |
136 './test-data/exp_design_test.txt') | 224 nodenames = ('filePaths', 'experiments', 'fractions', |
137 >>> t2.add_infiles(('test-data/QEplus021874.thermo.raw', \ | 225 'ptms', 'paramGroupIndices', 'referenceChannel') |
138 'test-data/QEplus021876.thermo.raw'), True) | 226 design = self._make_exp_design(groups, files) |
139 >>> len(t2.root.find("filePaths")) | |
140 2 | |
141 >>> t2.root.find("filePaths")[1].text | |
142 'test-data/QEplus021876.thermo.raw' | |
143 >>> t2.root.find("experiments")[1].text | |
144 '2' | |
145 >>> t2.root.find("fractions")[0].text | |
146 '3' | |
147 """ | |
148 | |
149 # Create experimental design for interactive mode. | |
150 # In non-interactive mode only filepaths are modified, but | |
151 # their order from the original mqpar must be kept. | |
152 if interactive: | |
153 index = range(len(infiles)) | |
154 nodenames = ('filePaths', 'experiments', 'fractions', | |
155 'ptms', 'paramGroupIndices', 'referenceChannel') | |
156 design = self._make_exp_design(infiles) | |
157 else: | |
158 index = [-1] * len(infiles) | |
159 # kind of a BUG: fails if filename starts with '.' | |
160 infilenames = [os.path.basename(f).split('.')[0] for f in infiles] | |
161 i = 0 | |
162 for child in self.root.find('filePaths'): | |
163 # either windows or posix path | |
164 win = ntpath.basename(child.text) | |
165 posix = os.path.basename(child.text) | |
166 basename = win if len(win) < len(posix) else posix | |
167 basename_with_sub = re.sub(self.substitution_rx, '_', | |
168 basename.split('.')[0]) | |
169 # match infiles to their names in mqpar.xml, | |
170 # ignore files missing in mqpar.xml | |
171 if basename_with_sub in infilenames: | |
172 index[i] = infilenames.index(basename_with_sub) | |
173 i += 1 | |
174 else: | |
175 raise ValueError("no matching infile found for " | |
176 + child.text) | |
177 | |
178 nodenames = ('filePaths', ) | |
179 design = {'Name': infiles} | |
180 | |
181 # Get parent nodes from document | 227 # Get parent nodes from document |
182 nodes = dict() | 228 nodes = dict() |
183 for nodename in nodenames: | 229 for nodename in nodenames: |
184 node = self.root.find(nodename) | 230 node = self._root.find(nodename) |
185 if node is None: | 231 if node is None: |
186 raise ValueError('Element {} not found in parameter file' | 232 raise ValueError('Element {} not found in parameter file' |
187 .format(nodename)) | 233 .format(nodename)) |
188 nodes[nodename] = node | 234 nodes[nodename] = node |
189 node.clear() | 235 node.clear() |
190 node.tag = nodename | 236 node.tag = nodename |
191 | |
192 # Append sub-elements to nodes (one per file) | 237 # Append sub-elements to nodes (one per file) |
193 for i in index: | 238 for i, name in enumerate(design['Name']): |
194 if i > -1 and design['Name'][i]: | 239 if name: |
195 MQParam._add_child(nodes['filePaths'], 'string', | 240 et_add_child(nodes['filePaths'], 'string', name) |
196 design['Name'][i]) | 241 et_add_child(nodes['experiments'], 'string', |
197 if interactive: | 242 design['Experiment'][i]) |
198 MQParam._add_child(nodes['experiments'], 'string', | 243 et_add_child(nodes['fractions'], 'short', |
199 design['Experiment'][i]) | 244 design['Fraction'][i]) |
200 MQParam._add_child(nodes['fractions'], 'short', | 245 et_add_child(nodes['ptms'], 'boolean', |
201 design['Fraction'][i]) | 246 design['PTM'][i]) |
202 MQParam._add_child(nodes['ptms'], 'boolean', | 247 et_add_child(nodes['paramGroupIndices'], 'int', |
203 design['PTM'][i]) | 248 design['paramGroup'][i]) |
204 MQParam._add_child(nodes['paramGroupIndices'], 'int', 0) | 249 et_add_child(nodes['referenceChannel'], 'string', '') |
205 MQParam._add_child(nodes['referenceChannel'], 'string', '') | 250 |
206 | 251 def translate(self, infiles): |
207 def add_fasta_files(self, files, | 252 """Map a list of given infiles to the files specified in the parameter file. |
208 identifier=r'>([^\s]*)', | 253 Needed for the mqpar upload in galaxy. Removes the path and then tries |
209 description=r'>(.*)'): | 254 to match the files. |
255 Args: | |
256 infiles: list or tuple of the input | |
257 Returns: | |
258 None | |
259 """ | |
260 # kind of a BUG: fails if filename starts with '.' | |
261 infilenames = [os.path.basename(f).split('.')[0] for f in infiles] | |
262 filesNode = self._root.find('filePaths') | |
263 files_from_mqpar = [e.text for e in filesNode] | |
264 filesNode.clear() | |
265 filesNode.tag = 'filePaths' | |
266 for f in files_from_mqpar: | |
267 # either windows or posix path | |
268 win = ntpath.basename(f) | |
269 posix = os.path.basename(f) | |
270 basename = win if len(win) < len(posix) else posix | |
271 basename_with_sub = re.sub(self.substitution_rx, '_', | |
272 basename.split('.')[0]) | |
273 # match infiles to their names in mqpar.xml, | |
274 # ignore files missing in mqpar.xml | |
275 if basename_with_sub in infilenames: | |
276 i = infilenames.index(basename_with_sub) | |
277 et_add_child(filesNode, 'string', infiles[i]) | |
278 else: | |
279 raise ValueError("no matching infile found for " + f) | |
280 | |
281 def add_fasta_files(self, files, parse_rules={}): | |
210 """Add fasta file groups. | 282 """Add fasta file groups. |
211 >>> t = MQParam('test', './test-data/template.xml', None) | 283 Args: |
212 >>> t.add_fasta_files(('test1', 'test2')) | 284 files: (list) of fasta file paths |
213 >>> len(t.root.find('fastaFiles')) | 285 parseRules: (dict) the parse rules as (tag, text)-pairs |
214 2 | 286 Returns: |
215 >>> t.root.find('fastaFiles')[0].find("fastaFilePath").text | 287 None |
216 'test1' | 288 """ |
217 """ | 289 fasta_node = self._root.find('fastaFiles') |
218 fasta_node = self.root.find("fastaFiles") | |
219 fasta_node.clear() | 290 fasta_node.clear() |
220 fasta_node.tag = "fastaFiles" | 291 for f in files: |
221 | 292 fasta_node.append(copy.deepcopy(self.fasta_file_node)) |
222 for index in range(len(files)): | 293 fasta_node[-1].find('fastaFilePath').text = f |
223 filepath = '<fastaFilePath>' + files[index] | 294 for rule in parse_rules: |
224 fasta = self.fasta_template.replace('<fastaFilePath>', filepath) | 295 fasta_node[-1].find(rule).text = parse_rules[rule] |
225 fasta = fasta.replace('<identifierParseRule>', | |
226 '<identifierParseRule>' + identifier) | |
227 fasta = fasta.replace('<descriptionParseRule>', | |
228 '<descriptionParseRule>' + description) | |
229 ff_node = self.root.find('.fastaFiles') | |
230 fastaentry = ET.fromstring(fasta) | |
231 ff_node.append(fastaentry) | |
232 | 296 |
233 def set_simple_param(self, key, value): | 297 def set_simple_param(self, key, value): |
234 """Set a simple parameter. | 298 """Set a simple parameter. |
235 >>> t = MQParam(None, './test-data/template.xml', None) | 299 Args: |
236 >>> t.set_simple_param('min_unique_pep', 4) | 300 key: (string) XML tag of the parameter |
237 >>> t.root.find('.minUniquePeptides').text | 301 value: the text of the parameter XML node |
238 '4' | 302 Returns: |
239 """ | 303 None |
240 # map simple params to their node in the xml tree | 304 """ |
241 simple_params = {'missed_cleavages': | 305 node = self._root.find(key) |
242 '.parameterGroups/parameterGroup/maxMissedCleavages', | 306 if node is None: |
243 'min_unique_pep': '.minUniquePeptides', | 307 raise ValueError('Element {} not found in parameter file' |
244 'num_threads': 'numThreads', | 308 .format(key)) |
245 'calc_peak_properties': '.calcPeakProperties', | 309 node.text = str(value) |
246 'write_mztab': 'writeMzTab', | 310 |
247 'min_peptide_len': 'minPepLen', | 311 def _from_yaml(self, conf): |
248 'max_peptide_mass': 'maxPeptideMass', | 312 """Read a yaml config file. |
249 'ibaq': 'ibaq', # lfq global options | 313 Args: |
250 'ibaq_log_fit': 'ibaqLogFit', | 314 conf: (string) path to the yaml conf file |
251 'separate_lfq': 'separateLfq', | 315 Returns: |
252 'lfq_stabilize_large_ratios': | 316 None |
253 'lfqStabilizeLargeRatios', | 317 """ |
254 'lfq_require_msms': 'lfqRequireMsms', | 318 with open(conf) as f: |
255 'advanced_site_intensities': | 319 conf_dict = yaml.safe_load(f.read()) |
256 'advancedSiteIntensities', | 320 paramGroups = conf_dict.pop('paramGroups') |
257 'lfq_mode': # lfq param group options | 321 self.add_infiles([pg.pop('files') for pg in paramGroups]) |
258 '.parameterGroups/parameterGroup/lfqMode', | 322 for i, pg in enumerate(paramGroups): |
259 'lfq_skip_norm': | 323 silac = pg.pop('labelMods', False) |
260 '.parameterGroups/parameterGroup/lfqSkipNorm', | 324 if silac: |
261 'lfq_min_edges_per_node': | 325 self[i].set_silac(*silac) |
262 '.parameterGroups/parameterGroup/lfqMinEdgesPerNode', | 326 isobaricLabels = pg.pop('isobaricLabels', False) |
263 'lfq_avg_edges_per_node': | 327 if isobaricLabels: |
264 '.parameterGroups/parameterGroup/lfqAvEdgesPerNode', | 328 for l in isobaricLabels: |
265 'lfq_min_ratio_count': | 329 self[i].set_isobaric_label(*l) |
266 '.parameterGroups/parameterGroup/lfqMinRatioCount'} | 330 for el in ['fixedModifications', 'variableModifications', 'enzymes']: |
267 | 331 lst = pg.pop(el, None) |
268 if key in simple_params: | 332 if lst is not None: |
269 node = self.root.find(simple_params[key]) | 333 self[i].set_list_param(el, lst) |
270 if node is None: | 334 for key in pg: |
271 raise ValueError('Element {} not found in parameter file' | 335 self[i].set_simple_param(key, pg[key]) |
272 .format(simple_params[key])) | 336 fastafiles = conf_dict.pop('fastaFiles', False) |
273 node.text = str(value) | 337 if fastafiles: |
338 self.add_fasta_files(fastafiles, parse_rules=conf_dict.pop('parseRules', {})) | |
274 else: | 339 else: |
275 raise ValueError("Parameter not found.") | 340 raise Exception('No fasta files provided.') |
276 | 341 for key in conf_dict: |
277 def set_silac(self, light_mods, medium_mods, heavy_mods): | 342 self.set_simple_param(key, conf_dict[key]) |
278 """Set label modifications. | 343 |
279 >>> t1 = MQParam('test', './test-data/template.xml', None) | 344 def write(self, mqpar_out): |
280 >>> t1.set_silac(None, ('test1', 'test2'), None) | 345 """Write pretty formatted xml parameter file. |
281 >>> t1.root.find('.parameterGroups/parameterGroup/maxLabeledAa').text | 346 Compose it from global parameters and parameter Groups. |
282 '2' | 347 """ |
283 >>> t1.root.find('.parameterGroups/parameterGroup/multiplicity').text | 348 if self._paramGroups: |
284 '3' | 349 pg_node = self._root.find('parameterGroups') |
285 >>> t1.root.find('.parameterGroups/parameterGroup/labelMods')[1].text | 350 pg_node.remove(pg_node[0]) |
286 'test1;test2' | 351 for group in self._paramGroups: |
287 >>> t1.root.find('.parameterGroups/parameterGroup/labelMods')[2].text | 352 pg_node.append(group._root) |
288 '' | 353 rough_string = ET.tostring(self._root, 'utf-8', short_empty_elements=False) |
289 """ | |
290 multiplicity = 3 if medium_mods else 2 if heavy_mods else 1 | |
291 max_label = str(max(len(light_mods) if light_mods else 0, | |
292 len(medium_mods) if medium_mods else 0, | |
293 len(heavy_mods) if heavy_mods else 0)) | |
294 multiplicity_node = self.root.find('.parameterGroups/parameterGroup/' | |
295 + 'multiplicity') | |
296 multiplicity_node.text = str(multiplicity) | |
297 max_label_node = self.root.find('.parameterGroups/parameterGroup/' | |
298 + 'maxLabeledAa') | |
299 max_label_node.text = max_label | |
300 | |
301 node = self.root.find('.parameterGroups/parameterGroup/labelMods') | |
302 node[0].text = ';'.join(light_mods) if light_mods else '' | |
303 if multiplicity == 3: | |
304 MQParam._add_child(node, name='string', text=';'.join(medium_mods)) | |
305 if multiplicity > 1: | |
306 MQParam._add_child(node, name='string', | |
307 text=';'.join(heavy_mods) if heavy_mods else '') | |
308 | |
309 def set_list_params(self, key, vals): | |
310 """Set a list parameter. | |
311 >>> t = MQParam(None, './test-data/template.xml', None) | |
312 >>> t.set_list_params('proteases', ('test 1', 'test 2')) | |
313 >>> len(t.root.find('.parameterGroups/parameterGroup/enzymes')) | |
314 2 | |
315 >>> t.set_list_params('var_mods', ('Oxidation (M)', )) | |
316 >>> var_mods = '.parameterGroups/parameterGroup/variableModifications' | |
317 >>> t.root.find(var_mods)[0].text | |
318 'Oxidation (M)' | |
319 """ | |
320 | |
321 params = {'var_mods': | |
322 '.parameterGroups/parameterGroup/variableModifications', | |
323 'fixed_mods': | |
324 '.parameterGroups/parameterGroup/fixedModifications', | |
325 'proteases': | |
326 '.parameterGroups/parameterGroup/enzymes'} | |
327 | |
328 if key in params: | |
329 node = self.root.find(params[key]) | |
330 if node is None: | |
331 raise ValueError('Element {} not found in parameter file' | |
332 .format(params[key])) | |
333 node.clear() | |
334 node.tag = params[key].split('/')[-1] | |
335 for e in vals: | |
336 MQParam._add_child(node, name='string', text=e) | |
337 else: | |
338 raise ValueError("Parameter {} not found.".format(key)) | |
339 | |
340 def write(self): | |
341 rough_string = ET.tostring(self.root, 'utf-8', short_empty_elements=False) | |
342 reparsed = minidom.parseString(rough_string) | 354 reparsed = minidom.parseString(rough_string) |
343 pretty = reparsed.toprettyxml(indent="\t") | 355 pretty = reparsed.toprettyxml(indent="\t") |
344 even_prettier = re.sub(r"\n\s+\n", r"\n", pretty) | 356 even_prettier = re.sub(r"\n\s+\n", r"\n", pretty) |
345 with open(self.mqpar_out, 'w') as f: | 357 with open(mqpar_out, 'w') as f: |
346 print(even_prettier, file=f) | 358 print(even_prettier, file=f) |