| 1 | import re |
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| 2 | import math |
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| 3 | import string |
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| 4 | from asap._asap import selector as _selector, srctype |
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| 5 | from asap.utils import unique, _to_list |
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| 6 | |
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| 7 | class selector(_selector): |
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| 8 | """ |
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| 9 | A selection object to be applied to scantables to restrict the |
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| 10 | scantables to specific rows. |
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| 11 | """ |
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| 12 | fields = ["pols", "ifs", "beams", "scans", "cycles", "name", "query", "types", "rows"] |
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| 13 | |
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| 14 | def __init__(self, *args, **kw): |
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| 15 | if len(args) == 1: |
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| 16 | if isinstance(args[0], self.__class__) \ |
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| 17 | or isinstance(args[0], _selector): |
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| 18 | _selector.__init__(self, args[0]) |
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| 19 | else: |
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| 20 | raise TypeError("Argument can only be a selector object") |
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| 21 | else: |
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| 22 | _selector.__init__(self) |
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| 23 | for k,v in kw.items(): |
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| 24 | if k in self.fields: |
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| 25 | func = getattr(self, "set_%s" % k) |
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| 26 | func(v) |
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| 27 | |
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| 28 | def reset(self): |
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| 29 | """ |
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| 30 | Unset all selections. |
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| 31 | """ |
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| 32 | self._reset() |
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| 33 | |
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| 34 | def is_empty(self): |
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| 35 | """ |
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| 36 | Has anything been set? |
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| 37 | """ |
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| 38 | return self._empty() |
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| 39 | |
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| 40 | def set_polarisations(self, pols=[]): |
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| 41 | """ |
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| 42 | Set the polarisations to be selected in the scantable. |
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| 43 | Parameters: |
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| 44 | pols: a list of integers of 0-3, or strings, e.g ["I","Q"]. |
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| 45 | Default [] is no selection |
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| 46 | Example: |
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| 47 | sel = selector() |
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| 48 | # These are equivalent if data is 'linear' |
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| 49 | sel.set_polarisations(["XX","Re(XY)"]) |
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| 50 | sel.set_polarisations([0,2]) |
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| 51 | # reset the polarisation selection |
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| 52 | sel.set_polarisations() |
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| 53 | |
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| 54 | """ |
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| 55 | vec = _to_list(pols, str) or _to_list(pols, int) |
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| 56 | if isinstance(vec, list): # is an empty and/or valid vector |
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| 57 | if len(vec) and isinstance(vec[-1],str): |
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| 58 | self._setpolstrings(vec) |
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| 59 | return |
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| 60 | self._setpols(vec) |
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| 61 | else: |
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| 62 | raise TypeError('Unknown pol type. Please use [0,1...] or ["XX","YY"...]') |
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| 63 | |
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| 64 | # for the americans |
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| 65 | set_polarizations = set_polarisations |
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| 66 | # for the lazy |
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| 67 | set_pols = set_polarisations |
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| 68 | |
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| 69 | def set_ifs(self, ifs=[]): |
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| 70 | """ |
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| 71 | Set a sequence of IF numbers (0-based). |
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| 72 | Parameters: |
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| 73 | ifs: a list of integers. Default [] is to unset the selection. |
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| 74 | """ |
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| 75 | vec = _to_list(ifs, int) |
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| 76 | if isinstance(vec,list): |
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| 77 | self._setifs(vec) |
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| 78 | else: |
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| 79 | raise TypeError('Unknown IFno type. Use lists of integers.') |
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| 80 | |
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| 81 | def set_scans(self, scans=[]): |
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| 82 | """ |
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| 83 | Set a sequence of Scan numbers (0-based). |
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| 84 | Parameters: |
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| 85 | scans: a list of integers. Default [] is to unset the selection. |
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| 86 | """ |
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| 87 | vec = _to_list(scans, int) |
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| 88 | if isinstance(vec,list): |
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| 89 | self._setscans(vec) |
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| 90 | else: |
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| 91 | raise TypeError('Unknown Scan number type. Use lists of integers.') |
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| 92 | |
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| 93 | def set_beams(self, beams=[]): |
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| 94 | """ |
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| 95 | Set a sequence of Beam numbers (0-based). |
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| 96 | Parameters: |
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| 97 | beams: a list of integers. Default [] is to unset the selection. |
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| 98 | """ |
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| 99 | vec = _to_list(beams, int) |
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| 100 | if isinstance(vec,list): |
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| 101 | self._setbeams(vec) |
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| 102 | else: |
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| 103 | raise TypeError('Unknown Beam number type. Use lists of integers.') |
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| 104 | |
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| 105 | def set_cycles(self, cycles=[]): |
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| 106 | """ |
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| 107 | Set a sequence of IF numbers (0-based). |
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| 108 | Parameters: |
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| 109 | cycless: a list of integers. Default [] is to unset the selection. |
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| 110 | """ |
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| 111 | vec = _to_list(cycles, int) |
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| 112 | if isinstance(vec,list): |
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| 113 | self._setcycles(vec) |
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| 114 | else: |
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| 115 | raise TypeError('Unknown Cycle number type. Use lists of integers.') |
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| 116 | |
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| 117 | |
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| 118 | def set_name(self, name): |
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| 119 | """ |
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| 120 | Set a selection based on a name. This can be a unix pattern , e.g. "*_R" |
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| 121 | Parameters: |
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| 122 | name: a string containing a source name or pattern |
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| 123 | Examples: |
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| 124 | # select all reference scans which start with "Orion" |
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| 125 | selection.set_name("Orion*_R") |
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| 126 | """ |
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| 127 | if isinstance(name, str): |
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| 128 | self._setname(name) |
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| 129 | else: |
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| 130 | raise TypeError('name must be a string') |
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| 131 | |
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| 132 | def set_tsys(self, tsysmin=0.0, tsysmax=None): |
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| 133 | """ |
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| 134 | Select by Tsys range. |
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| 135 | Parameters: |
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| 136 | tsysmin: the lower threshold. Default 0.0 |
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| 137 | tsysmax: the upper threshold. Default None. |
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| 138 | Examples: |
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| 139 | # select all spectra with Tsys <= 500.0 |
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| 140 | selection.set_tsys(tsysmax=500.0) |
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| 141 | |
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| 142 | """ |
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| 143 | taql = "SELECT FROM $1 WHERE TSYS[0] >= %f" % (tsysmin) |
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| 144 | if isinstance(tsysmax, float): |
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| 145 | taql = taql + " AND TSYS[0] <= %f" % ( tsysmax) |
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| 146 | self._settaql(taql) |
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| 147 | |
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| 148 | def set_query(self, query): |
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| 149 | """ |
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| 150 | Select by Column query. Power users only! |
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| 151 | Example: |
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| 152 | # select all off scans with integration times over 60 seconds. |
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| 153 | selection.set_query("SRCTYPE == PSOFF AND INTERVAL > 60.0") |
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| 154 | """ |
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| 155 | rx = re.compile("((SRCTYPE *[!=][=] *)([a-zA-Z.]+))", re.I) |
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| 156 | for r in rx.findall(query): |
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| 157 | sval = None |
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| 158 | stype = r[-1].lower() |
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| 159 | if stype.find('srctype.') == -1: |
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| 160 | stype = ".".join(["srctype", stype]) |
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| 161 | try: |
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| 162 | sval = eval(stype) |
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| 163 | sval = "%s%d" % (r[1], sval) |
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| 164 | except: |
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| 165 | continue |
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| 166 | query = query.replace(r[0], sval) |
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| 167 | taql = "SELECT FROM $1 WHERE " + query |
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| 168 | self._settaql(taql) |
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| 169 | |
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| 170 | def set_order(self, order): |
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| 171 | """ |
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| 172 | Set the order the scantable should be sorted by. |
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| 173 | Parameters: |
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| 174 | order: The list of column names to sort by in order |
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| 175 | """ |
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| 176 | self._setorder(order) |
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| 177 | |
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| 178 | def set_rows(self, rows=[]): |
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| 179 | """ |
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| 180 | Set a sequence of row numbers (0-based). Power users Only! |
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| 181 | NOTICE row numbers can be changed easily by sorting, |
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| 182 | prior selection, etc. |
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| 183 | Parameters: |
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| 184 | rows: a list of integers. Default [] is to unset the selection. |
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| 185 | """ |
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| 186 | vec = _to_list(rows, int) |
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| 187 | if isinstance(vec,list): |
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| 188 | self._setrows(vec) |
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| 189 | else: |
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| 190 | raise TypeError('Unknown row number type. Use lists of integers.') |
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| 191 | |
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| 192 | def set_types(self, types=[]): |
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| 193 | """ |
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| 194 | Set a sequence of source types. |
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| 195 | Parameters: |
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| 196 | types: a list of integers. Default [] is to unset the selection. |
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| 197 | """ |
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| 198 | vec = _to_list(types, int) |
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| 199 | if isinstance(vec,list): |
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| 200 | self._settypes(vec) |
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| 201 | else: |
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| 202 | raise TypeError('Unknown row number type. Use lists of integers.') |
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| 203 | |
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| 204 | def set_msselection_field(self, selection): |
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| 205 | """ |
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| 206 | """ |
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| 207 | selection_list = map(string.strip, selection.split(',')) |
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| 208 | query_list = list(self.generate_query(selection_list)) |
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| 209 | query = 'SELECT FROM $1 WHERE ' + ' || '.join(query_list) |
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| 210 | self._settaql(query) |
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| 211 | |
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| 212 | def generate_query(self, selection_list): |
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| 213 | for s in selection_list: |
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| 214 | if s.isdigit() or re.match('^[<>]=?[0-9]*$', s) or \ |
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| 215 | re.match('^[0-9]+~[0-9]+$', s): |
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| 216 | #print '"%s" is ID selection using < or <='%(s) |
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| 217 | a = FieldIdRegexGenerator(s) |
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| 218 | yield '(%s)'%(a.get_regex()) |
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| 219 | else: |
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| 220 | #print '"%s" is UNIX style pattern match'%(s) |
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| 221 | yield '(SRCNAME == pattern(\'%s\'))'%(s) |
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| 222 | |
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| 223 | def get_scans(self): |
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| 224 | return list(self._getscans()) |
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| 225 | def get_cycles(self): |
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| 226 | return list(self._getcycles()) |
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| 227 | def get_beams(self): |
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| 228 | return list(self._getbeams()) |
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| 229 | def get_ifs(self): |
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| 230 | return list(self._getifs()) |
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| 231 | def get_pols(self): |
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| 232 | return list(self._getpols()) |
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| 233 | def get_poltypes(self): |
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| 234 | return list(self._getpoltypes()) |
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| 235 | def get_order(self): |
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| 236 | return list(self._getorder()) |
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| 237 | def get_types(self): |
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| 238 | return list(self._gettypes()) |
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| 239 | def get_rows(self): |
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| 240 | return list(self._getrows()) |
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| 241 | def get_query(self): |
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| 242 | prefix = "SELECT FROM $1 WHERE " |
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| 243 | return self._gettaql().replace(prefix, "") |
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| 244 | |
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| 245 | def get_name(self): |
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| 246 | print "NYI" |
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| 247 | s = self._gettaql() |
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| 248 | return |
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| 249 | def __str__(self): |
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| 250 | out = "" |
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| 251 | d = {"SCANNO": self.get_scans(), |
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| 252 | "CYCLENO": self.get_cycles(), |
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| 253 | "BEAMNO": self.get_beams(), |
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| 254 | "IFNO": self.get_ifs(), |
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| 255 | "Pol Type": self.get_poltypes(), |
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| 256 | "POLNO": self.get_pols(), |
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| 257 | "QUERY": self.get_query(), |
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| 258 | "SRCTYPE": self.get_types(), |
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| 259 | "ROWS": self.get_rows(), |
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| 260 | "Sort Order": self.get_order() |
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| 261 | } |
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| 262 | for k,v in d.iteritems(): |
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| 263 | if v: |
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| 264 | out += "%s: %s\n" % (k, v) |
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| 265 | if len(out): |
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| 266 | return out[:-1] |
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| 267 | else: |
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| 268 | return out |
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| 269 | |
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| 270 | def __add__(self, other): |
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| 271 | """ |
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| 272 | Merge two selections. |
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| 273 | """ |
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| 274 | if self.is_empty(): |
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| 275 | return selector(other) |
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| 276 | elif other.is_empty(): |
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| 277 | return selector(self) |
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| 278 | union = selector() |
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| 279 | gets = [[self._getscans(), other._getscans(), union._setscans], |
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| 280 | [self._getcycles(), other._getcycles(),union._setcycles], |
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| 281 | [self._getbeams(), other._getbeams(), union._setbeams], |
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| 282 | [self._getifs(), other._getifs(), union._setifs], |
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| 283 | [self._getpols(), other._getpols(), union._setpols]] |
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| 284 | for v in gets: |
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| 285 | vec = list(v[0]+v[1]) |
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| 286 | vec.sort() |
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| 287 | v[2](unique(vec)) |
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| 288 | q = other.get_query() |
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| 289 | qs = self.get_query() |
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| 290 | if len(q) and len(qs): |
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| 291 | union.set_query(qs +" AND " + q) |
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| 292 | else: |
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| 293 | if len(q): |
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| 294 | union.set_query(q) |
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| 295 | elif len(qs): |
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| 296 | union.set_query(qs) |
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| 297 | return union |
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| 298 | |
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| 299 | class FieldIdRegexGenerator(object): |
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| 300 | def __init__(self, pattern): |
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| 301 | if pattern.isdigit(): |
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| 302 | self.regex = 'FIELDNAME == regex(\'.+__%s$\')'%(pattern) |
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| 303 | else: |
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| 304 | self.regex = None |
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| 305 | ineq = None |
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| 306 | if pattern.find('<') >= 0: |
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| 307 | ineq = '<' |
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| 308 | s = pattern.strip().lstrip(ineq).lstrip('=') |
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| 309 | if not s.isdigit(): |
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| 310 | raise RuntimeError('Invalid syntax: %s'%(pattern)) |
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| 311 | self.id = int(s) + (-1 if pattern.find('=') < 0 else 0) |
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| 312 | self.template = string.Template('FIELDNAME == regex(\'.+__${reg}$\')') |
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| 313 | elif pattern.find('>') >= 0: |
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| 314 | ineq = '>' |
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| 315 | s = pattern.strip().lstrip(ineq).lstrip('=') |
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| 316 | if not s.isdigit(): |
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| 317 | raise RuntimeError('Invalid syntax: %s'%(pattern)) |
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| 318 | self.id = int(s) + (-1 if pattern.find('=') >= 0 else 0) |
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| 319 | self.template = string.Template('FIELDNAME == regex(\'.+__[0-9]+$\') && FIELDNAME != regex(\'.+__${reg}$\')') |
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| 320 | elif pattern.find('~') >= 0: |
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| 321 | s = map(string.strip, pattern.split('~')) |
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| 322 | if len(s) == 2 and s[0].isdigit() and s[1].isdigit(): |
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| 323 | self.id = [int(s[0])-1,int(s[1])] |
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| 324 | else: |
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| 325 | raise RuntimeError('Invalid syntax: %s'%(pattern)) |
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| 326 | self.template = string.Template('FIELDNAME == regex(\'.+__${reg}$\') && FIELDNAME != regex(\'.+__${optreg}$\')') |
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| 327 | else: |
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| 328 | raise RuntimeError('Invalid syntax: %s'%(pattern)) |
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| 329 | #print 'self.id=',self.id |
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| 330 | |
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| 331 | def get_regex(self): |
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| 332 | if self.regex is not None: |
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| 333 | # 'X' |
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| 334 | return self.regex |
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| 335 | elif isinstance(self.id, list): |
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| 336 | # 'X~Y' |
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| 337 | return self.template.safe_substitute(reg=self.__compile(self.id[1]), |
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| 338 | optreg=self.__compile(self.id[0])) |
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| 339 | else: |
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| 340 | # '<(=)X' or '>(=)X' |
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| 341 | return self.template.safe_substitute(reg=self.__compile(self.id)) |
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| 342 | |
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| 343 | def __compile(self, idx): |
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| 344 | pattern = '' |
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| 345 | if idx >= 0: |
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| 346 | if idx < 10: |
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| 347 | num_digits = 1 |
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| 348 | else: |
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| 349 | num_digits = int(math.log10(idx)) + 1 |
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| 350 | numerics = [] |
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| 351 | modulo = 10 |
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| 352 | divider = 1 |
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| 353 | for i in xrange(num_digits): |
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| 354 | numerics.append(int((idx % modulo) / divider)) |
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| 355 | modulo *= 10 |
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| 356 | divider *= 10 |
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| 357 | #print 'numerics=',numerics |
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| 358 | if num_digits == 1: |
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| 359 | if numerics[0] == 0: |
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| 360 | pattern = '0' |
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| 361 | else: |
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| 362 | pattern = '[0-%s]'%(numerics[0]) |
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| 363 | elif num_digits == 2: |
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| 364 | pattern_list = ['[0-9]'] |
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| 365 | pattern_list.append('[1-%s][0-9]'%(numerics[1]-1)) |
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| 366 | if numerics[0] == 0: |
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| 367 | pattern_list.append('%s%s'%(numerics[1],numerics[0])) |
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| 368 | else: |
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| 369 | pattern_list.append('%s[0-%s]'%(numerics[1],numerics[0])) |
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| 370 | pattern = '(%s)'%('|'.join(pattern_list)) |
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| 371 | elif num_digits == 3: |
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| 372 | pattern_list = ['[0-9]','[1-9][0-9]'] |
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| 373 | if numerics[2] == 2: |
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| 374 | pattern_list.append('1[0-9][0-9]') |
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| 375 | elif numerics[2] > 2: |
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| 376 | pattern_list.append('[1-%s][0-9][0-9]'%(numerics[2]-1)) |
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| 377 | if numerics[1] == 0: |
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| 378 | if numerics[0] == 0: |
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| 379 | pattern_list.append('%s00'%(numerics[2])) |
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| 380 | else: |
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| 381 | pattern_list.append('%s0[0-%s]'%(numerics[2],numerics[0])) |
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| 382 | else: |
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| 383 | pattern_list.append('%s[0-%s][0-9]'%(numerics[2],numerics[1]-1)) |
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| 384 | if numerics[0] == 0: |
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| 385 | pattern_list.append('%s%s%s'%(numerics[2],numerics[1],numerics[0])) |
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| 386 | else: |
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| 387 | pattern_list.append('%s%s[0-%s]'%(numerics[2],numerics[1],numerics[0])) |
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| 388 | pattern = '(%s)'%('|'.join(pattern_list)) |
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| 389 | else: |
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| 390 | raise RuntimeError('ID > 999 is not supported') |
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| 391 | pattern = '' |
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| 392 | else: |
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| 393 | raise RuntimeError('ID must be >= 0') |
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| 394 | return pattern |
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