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30 additions
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12 deletions
... | @@ -3,7 +3,7 @@ | ... | @@ -3,7 +3,7 @@ |
3 | import os | 3 | import os |
4 | import matplotlib.pyplot as plt | 4 | import matplotlib.pyplot as plt |
5 | from numpy import log10 | 5 | from numpy import log10 |
6 | - | 6 | +from pdb import set_trace as st |
7 | 7 | ||
8 | def analyze_pair(group_anlized, gropus_dir, rev, eigenvectors, fo): | 8 | def analyze_pair(group_anlized, gropus_dir, rev, eigenvectors, fo): |
9 | dic_part = {} | 9 | dic_part = {} |
... | @@ -72,6 +72,9 @@ def get_cmap(n, name='hsv'): | ... | @@ -72,6 +72,9 @@ def get_cmap(n, name='hsv'): |
72 | return plt.cm.get_cmap(name, n) | 72 | return plt.cm.get_cmap(name, n) |
73 | 73 | ||
74 | 74 | ||
75 | +plotting = False | ||
76 | +out_file = "persistence.csv" | ||
77 | +log = False | ||
75 | rev = 120 | 78 | rev = 120 |
76 | ff = "report_persistence_.csv" | 79 | ff = "report_persistence_.csv" |
77 | eigenvectors = "one-by-one/eigen_vectors/eigenBOs_120-eigens.txt" | 80 | eigenvectors = "one-by-one/eigen_vectors/eigenBOs_120-eigens.txt" |
... | @@ -95,10 +98,11 @@ for g in groups_analyzed: | ... | @@ -95,10 +98,11 @@ for g in groups_analyzed: |
95 | rev=rev, eigenvectors=eigenvectors, fo=ff) | 98 | rev=rev, eigenvectors=eigenvectors, fo=ff) |
96 | plots.append(partition) | 99 | plots.append(partition) |
97 | 100 | ||
98 | -fig = plt.figure() | 101 | +if plotting: |
99 | -ax1 = fig.add_subplot(111) | 102 | + fig = plt.figure() |
103 | + ax1 = fig.add_subplot(111) | ||
100 | 104 | ||
101 | -for i, p in enumerate(plots): | 105 | + for i, p in enumerate(plots): |
102 | if " ".join(p['tfs'][0]) == marked: | 106 | if " ".join(p['tfs'][0]) == marked: |
103 | width = 6 | 107 | width = 6 |
104 | mark = "D" | 108 | mark = "D" |
... | @@ -106,11 +110,25 @@ for i, p in enumerate(plots): | ... | @@ -106,11 +110,25 @@ for i, p in enumerate(plots): |
106 | width = 2 | 110 | width = 2 |
107 | mark = "" | 111 | mark = "" |
108 | 112 | ||
109 | - ax1.plot(p['part'], log10(p['n_tfs']), c=cmap(i), linewidth=width, | 113 | + ax1.plot(p['part'], log10(p['n_tfs']) if log else p['n_tfs'], |
110 | - marker=mark, label=" ".join(p['tfs'][0])) | 114 | + c=cmap(i), linewidth=width, marker=mark, |
111 | - | 115 | + label=" ".join(p['tfs'][0])) |
112 | -plt.legend(loc='upper right') | 116 | + |
113 | -plt.title("TF pair persistence through partitions of model resolution") | 117 | + plt.legend(loc='upper right') |
114 | -plt.xlabel("Partition") | 118 | + plt.title("TF pair persistence through partitions of model resolution") |
115 | -plt.ylabel("Number of TFs (log_10)") | 119 | + plt.xlabel("Partition") |
116 | -plt.show() | 120 | + plt.ylabel("Number of TFs (log_10)") |
121 | + plt.show() | ||
122 | +else: | ||
123 | + import csv | ||
124 | + | ||
125 | + lists = [] | ||
126 | + pn = [' '] + list(plots[0]['part']) | ||
127 | + lists.append(pn) | ||
128 | + for p in plots: | ||
129 | + lists.append([p['tfs'][0]] + list(p['n_tfs'])) | ||
130 | + lists.append([p['tfs'][0]] + list(p['tfs'])) | ||
131 | + | ||
132 | + with open(out_file, 'w') as f: | ||
133 | + writer = csv.writer(f, delimiter='\t') | ||
134 | + writer.writerows(zip(*lists)) | ... | ... |
persistence.csv
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