| Index: sitescripts/urlfixer/web/calculateScores.py |
| =================================================================== |
| new file mode 100644 |
| --- /dev/null |
| +++ b/sitescripts/urlfixer/web/calculateScores.py |
| @@ -0,0 +1,153 @@ |
| +# coding: utf-8 |
| + |
| +# This Source Code is subject to the terms of the Mozilla Public License |
| +# version 2.0 (the "License"). You can obtain a copy of the License at |
| +# http://mozilla.org/MPL/2.0/. |
| + |
| +import os, MySQLdb, math |
| +from urlparse import parse_qs |
| +from sitescripts.web import url_handler, basic_auth |
| +from sitescripts.utils import cached, get_config, get_template, setupStderr |
| + |
| +STATUS_TYPED = 1 |
| +STATUS_TYPO = 2 |
| +STATUS_CORRECTION = 3 |
| +STATUS_FALSE_POSITIVE = 4 |
| + |
| +reset_period_values = ["month", "year"] |
| + |
| +@url_handler("/showScores") |
| +def show_scores(environ, start_response): |
| + setupStderr(environ["wsgi.errors"]) |
| + |
| + domains = _get_domains(_get_db()) |
| + template = get_template(get_config().get("urlfixer", "template")) |
| + output = template.render({"domains": domains}) |
| + |
| + response_headers = [("Content-type", "text/html")] |
| + start_response("200 OK", response_headers) |
| + return [output] |
| + |
| +@url_handler("/refreshScores") |
| +@basic_auth("urlfixer") |
| +def refresh_scores(environ, start_response): |
| + setupStderr(environ["wsgi.errors"]) |
| + |
| + db = _get_db() |
| + |
| + domains = _get_domains(db) |
| + for domain in domains: |
| + domain_id = domain["id"] |
| + typed = _get_entry(db, domain_id, STATUS_TYPED) |
| + typo = _get_entry(db, domain_id, STATUS_TYPO) |
| + correction = _get_entry(db, domain_id, STATUS_CORRECTION) |
| + false_positive = _get_entry(db, domain_id, STATUS_FALSE_POSITIVE) |
| + |
| + # Determine the occurences of the domain being correct as is |
| + typed_count = get_weighted_count(typed) |
| + # Determine the occurences of the domain as a typo |
| + typo_count = get_weighted_count(typo) |
| + # Determine the occurences of the domain as a correction |
| + correction_count = get_weighted_count(correction) |
| + # Determine the occurences of the domain as a false positive |
| + false_positive_count = get_weighted_count(false_positive) |
| + |
| + # Determine the correctness of the domain and of the corrections (with a confidence level of 0.95) |
| + # http://www.evanmiller.org/how-not-to-sort-by-average-rating.html |
| + domain_correctness_score = calculateCorrectness(correction_count + typed_count, false_positive_count + typo_count) |
| + correction_correctness_score = calculateCorrectness(correction_count, false_positive_count) |
| + |
| + _update_scores(db, domain_id, domain_correctness_score, correction_correctness_score) |
| + |
| + db.commit() |
| + |
| + response_headers = [("Content-type", "text/plain")] |
| + start_response("200 OK", response_headers) |
| + return [] |
| + |
| +@url_handler("/resetScores") |
| +@basic_auth("urlfixer") |
| +def reset_scores(environ, start_response): |
| + setupStderr(environ["wsgi.errors"]) |
| + |
| + params = parse_qs(environ.get("QUERY_STRING", "")) |
| + period = params.get("period", [None])[0] |
| + |
| + if (period is None): |
| + return showError("Parameter not defined: period", start_response) |
| + |
| + if (period not in reset_period_values): |
| + return showError("Invalid value for parameter 'period'\nValid values: " + ", ".join(reset_period_values), start_response) |
| + |
| + sql = { |
| + "month": |
| + """ |
| + UPDATE corrections SET |
| + prev_month = curr_month, |
| + curr_month = 0 |
| + """, |
| + "year": |
| + """ |
| + UPDATE corrections SET |
| + prev_month = curr_month, |
| + prev_year = curr_year, |
| + curr_month = 0, |
| + curr_year = 0 |
| + """ |
| + }.get(period) |
| + |
| + db = _get_db() |
| + cursor = db.cursor(MySQLdb.cursors.DictCursor) |
| + cursor.execute(sql) |
| + db.commit() |
| + |
| + response_headers = [("Content-type", "text/plain")] |
| + start_response("200 OK", response_headers) |
| + return [] |
| + |
| +def calculateCorrectness(positive, negative): |
| + score = 0 |
| + |
| + if positive + negative > 0: |
| + score = ((positive + 1.9208) / (positive + negative) - |
| + 1.96 * math.sqrt((positive * negative) / (positive + negative) + 0.9604) / |
| + (positive + negative)) / (1 + 3.8416 / (positive + negative)) |
| + |
| + return score |
| + |
| +def get_weighted_count(result): |
| + if result == None: |
| + return 0 |
| + |
| + return result["curr_month"] * 0.4 + result["prev_month"] * 0.3 + result["curr_year"] * 0.2 + result["prev_year"] * 0.1 |
| + |
| +def showError(message, start_response): |
| + start_response("400 Processing Error", [("Content-Type", "text/plain; charset=utf-8")]) |
| + return [message.encode("utf-8")] |
| + |
| +@cached(600) |
| +def _get_db(): |
| + database = get_config().get("urlfixer", "database") |
| + dbuser = get_config().get("urlfixer", "dbuser") |
| + dbpasswd = get_config().get("urlfixer", "dbpassword") |
| + if os.name == "nt": |
| + return MySQLdb.connect(user=dbuser, passwd=dbpasswd, db=database, |
| + use_unicode=True, charset="utf8", named_pipe=True) |
| + else: |
| + return MySQLdb.connect(user=dbuser, passwd=dbpasswd, db=database, |
| + use_unicode=True, charset="utf8") |
| + |
| +def _get_domains(db): |
| + cursor = db.cursor(MySQLdb.cursors.DictCursor) |
| + cursor.execute("SELECT * FROM domains ORDER BY correction_correct DESC") |
| + result = cursor.fetchall() |
| + return result |
| + |
| +def _get_entry(db, domain_id, status): |
| + cursor = db.cursor(MySQLdb.cursors.DictCursor) |
| + cursor.execute("SELECT * FROM corrections WHERE domain=%s AND status=%s", (domain_id, status)) |
| + return cursor.fetchone() |
| + |
| +def _update_scores(db, domain_id, domain_correctness, correction_correctness): |
| + cursor = db.cursor() |
| + cursor.execute("UPDATE domains SET domain_correct=%s, correction_correct=%s WHERE id=%s", (domain_correctness, correction_correctness, domain_id)) |