Beispiel #1
0
 def process_view(self, request, view_func, view_args, view_kwargs):
     if "language" in view_kwargs:
         language = models.Language.objects.get(language=view_kwargs["language"] or "English")
         translation = translations.get_translation(language)
         request.translation = translation
     return None
def get_country_export_data(country, language=None):
    """
    Return all the data that is required for the country scorecard
    """
    language = language or models.Language.objects.get(language="English")
    translation = translations.get_translation(language)

    data = target.calc_country_ratings(country, language)
    data["questions"] = get_country_questions(country)
    data["agencies"] = get_agency_values(country)
    data["indicators"] = get_country_indicators(country, data["questions"], data["agencies"])
    data["np"], data["p"] = target.get_agency_progress(country)
    ratings, _ = models.GovScorecardRatings.objects.get_or_create(country=country)
    comments_override, _ = models.CountryScorecardOverrideComments.objects.get_or_create(
        country=country, language=language
    )

    try:
        data["ER1a"] = data["1G"]["target"]
        data["ER1b"] = data["1G"]["commentary"]
        data["ER2a"] = data["2Ga"]["target"]
        data["ER2b"] = data["2Ga"]["commentary"]
        data["ER3a"] = data["2Gb"]["target"]
        data["ER3b"] = data["2Gb"]["commentary"]
        data["ER4a"] = data["3G"]["target"]
        data["ER4b"] = data["3G"]["commentary"]
        data["ER4c"] = country.country
        data["ER5a"] = data["4G"]["target"]
        data["ER5b"] = data["4G"]["commentary"]
        data["ER6a"] = data["5Ga"]["target"]
        data["ER6b"] = data["5Ga"]["commentary"]
        data["ER7a"] = data["5Gb"]["target"]
        data["ER7b"] = data["5Gb"]["commentary"]
        data["ER8a"] = data["6G"]["target"]
        data["ER8b"] = data["6G"]["commentary"]
        data["ER9a"] = data["7G"]["target"]
        data["ER9b"] = data["7G"]["commentary"]
        data["ER10a"] = data["8G"]["target"]
        data["ER10b"] = data["8G"]["commentary"]

        data["file"] = country.country
        data["TB2"] = translation.gov_tb2 % country.country.upper()

        data["CD1"] = data["ER1a"]
        data["CD2"] = comments_override.cd2 or data["questions"]["1"]["comments"]
        data["HSP1"] = ratings.hsp1 or data["Q2G"]["target"]
        data["HSP2"] = ratings.hsp2 or data["Q3G"]["target"]
        data["HSM1"] = ratings.hsm1 or data["Q12G"]["target"]
        data["HSM2"] = data["questions"]["15"]["latest_value"]
        data["HSM3"] = data["ER10a"]
        data["HSM4"] = ratings.hsm4

        data["BC1"] = data["questions"]["5"]["baseline_year"]
        data["BC2"] = data["questions"]["6"]["baseline_value"]
        data["BC3"] = data["questions"]["5"]["latest_year"]
        data["BC4"] = data["questions"]["6"]["latest_value"]
        data["BC5"] = "?????"
        data["BC6"] = "?????"
        data["BC7"] = "?????"
        data["BC8"] = "?????"
        data["BC9"] = "?????"
        data["BC10"] = "?????"

        data["PC1"] = data["indicators"]["3G"]["latest_value"]
        data["PC2"] = data["indicators"]["3G"]["hs_budget_gap"]
        data["PC3"] = translation.gov_pc3 % data["PC1"]
        data["PC4"] = translation.gov_pc4 % data["PC2"]

        data["PF1"] = data["questions"]["16"]["latest_value"]
        data["PF2"] = comments_override.pf2 or data["questions"]["16"]["comments"]

        data["PFM1"] = data["ER6a"]
        data["PFM2"] = comments_override.pfm2 or data["questions"]["9"]["comments"]

        data["PR1"] = data["ER7a"]
        data["PR2"] = comments_override.pr2 or data["questions"]["10"]["comments"]

        data["TA1"] = data["indicators"]["other"]["coordinated_programmes"]
        data["TA2"] = ""
        for agency in data["agencies"]:
            aqs = data["agencies"][agency]
            if "4" in aqs:
                data["TA2"] += "%s %s" % (agency, aqs["4"]["comments"].replace("%", "%%"))
                data["TA2"] += "\n"
        data["TA2"] = comments_override.ta2 or data["TA2"]

        data["PHC1"] = data["indicators"]["other"]["outpatient_visits_baseline"]
        data["PHC2"] = data["questions"]["19"]["baseline_year"]
        data["PHC3"] = data["indicators"]["other"]["outpatient_visits_latest"]
        data["PHC4"] = data["questions"]["19"]["latest_year"]
        data["PHC5"] = data["indicators"]["other"]["outpatient_visits_change"]
        data["PHC6"] = data["indicators"]["other"]["outpatient_visits_change_dir"]
        data["PHC7"] = ""

        data["HRH1"] = data["indicators"]["other"]["skilled_personnel_baseline"]
        data["HRH2"] = data["questions"]["17"]["baseline_year"]
        data["HRH3"] = data["indicators"]["other"]["skilled_personnel_latest"]
        data["HRH4"] = data["questions"]["17"]["latest_year"]
        data["HRH5"] = data["indicators"]["other"]["skilled_personnel_change"]
        data["HRH6"] = data["indicators"]["other"]["skilled_personnel_change_dir"]
        data["HRH7"] = ""

        data["HS1"] = data["questions"]["20"]["baseline_value"]
        data["HS2"] = data["questions"]["20"]["baseline_year"]
        data["HS3"] = data["questions"]["20"]["latest_value"]
        data["HS4"] = data["questions"]["20"]["latest_year"]
        data["HS5"] = data["indicators"]["other"]["health_workforce_spent_change"]
        data["HS6"] = data["indicators"]["other"]["health_workforce_spent_change_dir"]
        data["HS7"] = ""

        data["RF1"] = data["ER8a"]
        data["RF2"] = comments_override.rf2 or data["questions"]["22"]["latest_value"]
        data["RF3"] = comments_override.rf3 or data["questions"]["23"]["latest_value"]

        data["HMIS1"] = ratings.hmis1 or data["Q21G"]["target"]
        data["HMIS2"] = comments_override.hmis2 or data["questions"]["21"]["comments"]

        data["JAR1"] = ratings.jar1 or data["Q12G"]["target"]
        data["JAR2"] = "Field no longer used"
        data["JAR3"] = "Field no longer used"
        data["JAR4"] = comments_override.jar4 or data["questions"]["24"]["comments"]
        data["JAR5"] = "Field no longer used"

        data["DBR1"] = data["ER8a"]
        data["DBR2"] = comments_override.dbr2 or data["questions"]["11"]["comments"]

        group1 = ["MDG1", "MDG2", "MDG3", "MDG4"]
        group2 = ["MDG5a", "MDG5b", "MDG6a", "MDG6b", "MDG6c", "MDG7a", "MDG7b"]
        group1_index = "abcde"
        group2_index = "12345"
        needs_percent = ["MDG1", "MDG2", "MDG6a", "MDG6b", "MDG7a", "MDG7b"]
        add_perc = lambda ind: "%" if ind in needs_percent else ""
        for mdg in group1 + group2:
            # import pdb; pdb.set_trace()
            index = group1_index if mdg in group1 else group2_index
            mdgdata = models.MDGData.objects.get(mdg_target=mdg, country=country)
            if not mdgdata.latest_value:
                data[mdg + index[0]] = ""
                data[mdg + index[1]] = ""
                data[mdg + index[2]] = "questionmdg"
                data[mdg + index[3]] = ""
                data[mdg + index[4]] = ""
            elif not mdgdata.baseline_value:
                data[mdg + index[0]] = str(fformat_front(mdgdata.latest_value)) + add_perc(mdg)
                data[mdg + index[1]] = mdgdata.latest_year
                data[mdg + index[2]] = "questionmdg"
                data[mdg + index[3]] = ""
                data[mdg + index[4]] = ""
            else:
                fmt = fformat_two if mdg == "MDG3" else fformat_front

                data[mdg + index[0]] = str(fmt(mdgdata.latest_value)) + add_perc(mdg)
                data[mdg + index[1]] = mdgdata.latest_year
                data[mdg + index[2]] = mdgdata.arrow
                data[mdg + index[3]] = str(fmt(mdgdata.change)) + add_perc(mdg)
                data[mdg + index[4]] = mdgdata.baseline_year

        data["F1"] = country.country
        data["CN1"] = data["TB2"]
        data["GN1"] = country.country

        data["Header"] = country.country

        for i in range(1, 14):
            data["P%d" % i] = data["p"].get(i - 1, "pwhite")
            data["NP%d" % i] = data["np"].get(i - 1, "npwhite")

        working_draft, _ = models.CountryWorkingDraft.objects.get_or_create(country=country)
        data["workingdraft"] = "workingdraft" if working_draft.is_draft else ""

    except Exception, e:
        traceback.print_exc()
Beispiel #3
0
 def main(flags, input_queue, message_queue):
     print('Initialized')
     for event in longpoll.listen():
         try:
             print(event.from_chat)
         except Exception as e:
             print(e)
         if event.type == VkEventType.MESSAGE_NEW and event.to_me or event.from_chat:
             try:
                 print(12, 67485637843)
                 f = True
                 vk.messages.markAsRead(peer_id=event.user_id, group_id=group_id())
                 uid = str(event.user_id)
                 settings = False
                 if uid not in flags:
                     flags[uid] = {
                         'translate': False,
                         'voices': False,
                         'lang_sent': 'ru',
                         'lang_translate': 'en'
                     }
                 try:
                     if event.text:
                         try:
                             if event.message_data['fwd_messages']:
                                 raise ZeroDivisionError
                         except ZeroDivisionError:
                             raise KeyError
                         except Exception:
                             print(end='')
                         text = event.text.lower()
                         m = flags[uid].copy()
                         if 'нач' in text or 'прив' in text:
                             message = 'Привет! Отправь боту голосовое или введи одну из команд:\n\n' \
                                       'автоперевод включить/выключить - присылать ответ голосовым сообщением\n' \
                                       'перевод вкл/выкл - переводить ли на другой язык (по умолчанию - английский)\n' \
                                       'перевод английский - переводить на английский\n\n' \
                                       'Tips and tricks:\n\n' \
                                       '+ Можно сокращать некоторые запросы (кроме названий языков): авто вкл (автоперевод)\n' \
                                       '+ Хотя в примере показан лишь английский, бот позволяет распознавать, переводить и' \
                                       ' озвучивать 103 языка.'
                             message_queue.put({
                                 'user_id': event.user_id,
                                 'message': message
                             })
                             settings = True
                         elif 'авто' in text:
                             if 'вкл' in text:
                                 m['voices'] = True
                             elif 'выкл' in text:
                                 m['voices'] = False
                             settings = True
                         elif 'перевод' in text:
                             if ' с ' in text and ' на ' in text:
                                 txt = text.split()
                                 fr0m, to = txt[txt.index('с') + 1], txt[txt.index('на') + 1]
                                 if fr0m != to:
                                     d = get_translation(to, 'en')
                                     if d in langlist:
                                         m['lang_translate'] = langlist[d]
                                     d = get_translation(fr0m, 'en')
                                     if d in langlist:
                                         m['lang_sent'] = langlist[d]
                             elif ' на ' in text:
                                 h = m['lang_translate']
                                 for i in text.split():
                                     d = get_translation(i, 'en')
                                     if d in langlist:
                                         m['lang_translate'] = langlist[d]
                                 if flags[uid]['lang_translate'] == flags[uid]['lang_sent']:
                                     m['lang_sent'] = h
                             elif ' с ' in text:
                                 h = m['lang_sent']
                                 for i in text.split():
                                     d = get_translation(i, 'en')
                                     if d in langlist:
                                         m['lang_sent'] = langlist[d]
                                 if flags[uid]['lang_translate'] == flags[uid]['lang_sent']:
                                     m['lang_translate'] = h
                             if 'вкл' in text:
                                 m['translate'] = True
                             elif 'выкл' in text:
                                 m['translate'] = False
                             settings = True
                         if settings:
                             if m['translate']:
                                 one = 'включен'
                             else:
                                 one = 'выключен'
                             if m['voices']:
                                 two = 'включен'
                             else:
                                 two = 'выключен'
                             message = 'Перевод: %s\nАвтоперевод: %s\nОсновной язык: %s\nЯзык перевода: %s' % (
                             one, two, m['lang_sent'], m['lang_translate'])
                             message_queue.put({
                                 'user_id': event.user_id,
                                 'message': message
                             })
                         flags[uid] = m
                         with open('prefs.jpg', 'w') as f:
                             json.dump(flags.copy(), f)
                         f = False
                 except Exception as e:
                     print(e)
                 if event.message_data is None:
                     continue
                 if f:
                     input_queue.put(event.message_data)
             except Exception as e:
                 print(e)
Beispiel #4
0
 def handler(message_data, message_queue, from_id):
     try:
         try:
             for i in message_data['fwd_messages']:
                     handler(i, message_queue, from_id)
         except KeyError:
             print('caught')
         attachment = message_data['attachments'][0]['audio_message']
         audio_url = attachment['link_ogg']
         print(str(randint(1, 100)), attachment["access_key"] + ".ogg", audio_url, flags[from_id]['lang_sent'])
         message = recognize(str(randint(1, 100)), attachment["access_key"] + ".ogg", audio_url, lang=flags[from_id]['lang_sent'])
         if flags[from_id]['translate']:
             message = get_translation(message, flags[from_id]['lang_translate'])
         if flags[from_id]['voices']:
             audio_url = vk_session.method('docs.getMessagesUploadServer',
                                           {'type': 'audio_message',
                                            'peer_id': from_id,
                                            'group_id': group_id()})['upload_url']
             print(audio_url)
             if message_data['from_id'] > 0:
                 s = vk.users.get(user_id=message_data['from_id'], fields="sex")[0]['sex']
             else:
                 s = randint(1, 2)
             print(s)
             s = {0: 'n', 1: 'f', 2: 'm'}[s]
             print(s)
             meow = synthesis(message, detect(message), s)
             if meow != 0:
                 message_queue.put({
                     'user_id': from_id,
                     'message': meow,
                 })
                 message_queue.put({
                     'user_id': from_id,
                     'message': 'Извините, но сейчас доступны следующие языки:\n'
                                'Английский, голландский, датский, испанский, итальянский, корейский, немецкий,'
                                'польский, португальский, русский, словацкий, турецкий, украинский, французский,'
                                'шведский, японский'
                 })
             else:
                 files = [('file', ('output.mp3', open('output.mp3', 'rb')))]
                 url2 = requests.post(audio_url, files=files).text
                 os.remove('output.mp3')
                 RESPONSE = json.loads(url2)['file']
                 RESPONSE_2 = vk_session.method('docs.save', {'file': RESPONSE})
                 pprint(RESPONSE_2)
                 _id = RESPONSE_2['audio_message']['id']
                 owner_id = RESPONSE_2['audio_message']['owner_id']
                 document = 'doc%s_%s' % (str(owner_id), str(_id))
                 message_queue.put({
                     'user_id': from_id,
                     'document': document,
                 })
         else:
             message_queue.put({
                 'user_id': from_id,
                 'message': message,
             })
     except Exception as e:
         print(e)
         return
Beispiel #5
0
def handle_dialog(res, req):
    vk_session = vk_api.VkApi(token=token())
    uid = req['session']['user_id']
    if req['session']['new']:
        flags[uid] = {
            'translate': False,
            'voices': False,
            'lang_translate': 'en'
        }
        res['response']['text'] = 'Привет! Отправь боту голосовое или введи одну из команд:\n\n' \
                  'автоперевод включить/выключить - присылать ответ голосовым сообщением\n' \
                  'перевод вкл/выкл - переводить ли на другой язык (по умолчанию - английский)\n' \
                  'перевод английский - переводить на английский\n\n' \
                  'Tips and tricks:\n\n' \
                  '+ Можно сокращать некоторые запросы (кроме названий языков): авто вкл (автоперевод)\n' \
                  '+ Хотя в примере показан лишь английский, бот позволяет распознавать, переводить и' \
                  ' озвучивать 103 языка.'
        return

    text = req['request']['original_utterance']
    message = text
    settings = False
    if 'нач' in text or 'start' in text:
        settings = True
    elif 'авто' in text and (' на ' in text or 'вкл' in text
                             or 'выкл' in text):
        if 'вкл' in text:
            flags[uid]['voices'] = True
            settings = True
        elif 'выкл' in text:
            flags[uid]['voices'] = False
            settings = True
    elif 'перевод' in text and (' на ' in text or 'вкл' in text
                                or 'выкл' in text):
        if ' на ' in text:
            for i in text.split():
                d = get_translation(i, 'en')
                if d in langlist:
                    flags[uid]['lang_translate'] = langlist[d]
                    settings = True
        if 'вкл' in text:
            flags[uid]['translate'] = True
            settings = True
        elif 'выкл' in text:
            flags[uid]['translate'] = False
            settings = True
    else:
        message = req['request']['original_utterance']
        if flags[uid]['translate']:
            message = get_translation(message, flags[uid]['lang_translate'])
            logging.info(message)
        if flags[uid]['voices']:
            logging.info('voices!')
            audio_url = vk_session.method(
                'docs.getMessagesUploadServer', {
                    'type': 'audio_message',
                    'peer_id': peer_id(),
                    'group_id': group_id()
                })['upload_url']
            logging.info(audio_url)
            meow = synthesis(message, detect(message))
            if meow != 0:
                res['response']['text'] = 'Извините, но сейчас доступны следующие языки:\n' \
                                          'Английский, голландский, датский, испанский, итальянский, корейский, немецкий, ' \
                                          'польский, португальский, русский, словацкий, турецкий, украинский, французский, ' \
                                          'шведский, японский.'

            else:
                files = [('file', ('output.mp3', open('output.mp3', 'rb')))]
                url2 = requests.post(audio_url, files=files).text
                os.remove('output.mp3')
                logging.info('meow!')
                RESPONSE = json.loads(url2)['file']
                RESPONSE_2 = vk_session.method('docs.save', {'file': RESPONSE})
                logging.info('RESPONSE_2: %r', RESPONSE_2)
                _id = RESPONSE_2['audio_message']['id']
                owner_id = RESPONSE_2['audio_message']['owner_id']
                document = 'doc%s_%s' % (str(owner_id), str(_id))
            return
        else:
            res['response']['text'] = message
            logging.info('message: %s' % message)
            return

    if settings:
        if flags[uid]['translate']:
            one = 'включен'
        else:
            one = 'выключен'
        if flags[uid]['voices']:
            two = 'включен'
        else:
            two = 'выключен'
        message += '\n\nПеревод: %s\nАвтоперевод: %s\nЯзык перевода: %s' % (
            one, two, flags[uid]['lang_translate'])
    res['response']['text'] = message.strip()
    logging.info('message: %s' % res['response']['text'])
    return
Beispiel #6
0
def calc_agency_ratings(agency, language=None):
    """
    Returns information for all indicators for the given agency in a dict with the
    following form
    {
        "1DP" : {
            "base_val" : ...,
            "cur_val" : ...,
            "comments" : ...,
            "target" : ...,
        },
        "2DPa" : {
            "base_val" : ...,
            "cur_val" : ...,
            "comments" : ...,
            "target" : ...,
        },
        .
        .
        .
    }
    """

    language = language or models.Language.objects.get(language="English")
    translation = translations.get_translation(language)

    def ratings_val(obj, tmpl):
        def _func(indicator):
            h = indicator.replace("DP", "")
            d = obj.__dict__
            return d.get(tmpl % h, None)
        return _func

    def round_to_zero(x):
        if type(x) == float and round(x, 0) == 0:
            return 0.0
        else:
            return x


    targets = get_agency_targets(agency, dp_indicators)
    indicators = calc_agency_indicators(agency)
    ratings, _ = models.DPScorecardRatings.objects.get_or_create(agency=agency)
    comments_override, _ = models.DPScorecardComments.objects.get_or_create(agency=agency, language=language)
    results = {}
    ratings_comments = ratings_val(comments_override, "er%s")
    ratings_target = ratings_val(ratings, "r%s")

    for indicator in indicators:
        (base_val, base_year, cur_val, cur_year), comments = indicators[indicator]
        cur_val = round_to_zero(cur_val)
        base_val = round_to_zero(base_val)

        target = targets[indicator]

        result = {
            "base_val" : base_val,
            "base_year" : base_year,
            "cur_val" : cur_val,
            "cur_year" : cur_year,
            "comments" : comments,
            "commentary" : "",
            "agency_name" : agency.agency,
        }

        result["target"] = ratings_target(indicator) or evaluate_indicator(target, base_val, cur_val)
        result["target_val"] = target.tick_criterion_value

        if ratings_comments(indicator):
            result["commentary"] = ratings_comments(indicator)
        else:
            is_base_num = isinstance(base_val, numbers.Real)
            is_cur_num = isinstance(cur_val, numbers.Real)

            if is_base_num: result["one_minus_base_val"] = 100 - result["base_val"]
            if is_cur_num: result["one_minus_cur_val"] = 100 - result["cur_val"]
        
            # create commentary
            if is_base_num and is_cur_num:
                result["diff_val"] = math.fabs(base_val - cur_val)
                # This is really dirty but the text is currently formatted using
                # no decimal places and so this calculation should use the rounded
                # value
                diff = round(round(base_val) - round(cur_val))

                if diff > 0:
                    result["diff_direction"] = translation.direction_decrease
                    result["one_minus_diff_direction"] = translation.direction_increase
                elif diff == 0:
                    result["diff_direction"] = translation.direction_nochange
                    result["one_minus_diff_direction"] = translation.direction_nochange
                else:
                   result["diff_direction"] = translation.direction_increase
                   result["one_minus_diff_direction"] = translation.direction_decrease

                if result["base_val"] > 0:
                    result["perc_change"] = (result["cur_val"] - result["base_val"]) / float(result["base_val"]) * 100
                    result["abs_perc_change"] = math.fabs(result["perc_change"])
                else:
                    result["perc_change"] = 0
                    result["abs_perc_change"] = 0

            try:
                template = translation.agency_commentary_text[indicator]
                if type(template) == Template:
                    result["commentary"] = template.render(Context(result))
                else:
                    result["commentary"] = template % result
            except:
                pass

            if result["target"] == Rating.NONE:
            #if NA_STR in [base_val, cur_val]:
                result["commentary"] = translation.rating_none_text % agency.agency
            elif result["target"] == Rating.QUESTION:
                result["commentary"] = translation.rating_question_text
            elif result["commentary"] == "":
                result["commentary"] = translation.rating_question_text

        results[indicator] = result

    return results
Beispiel #7
0
def calc_country_ratings(country, language=None):
    """
    Returns information for all indicators for the given country in a dict with the
    following form
    {
        "1G" : {
            "base_val" : ...,
            "cur_val" : ...,
            "comments" : ...,
            "target" : ...,
        },
        "2Ga" : {
            "base_val" : ...,
            "cur_val" : ...,
            "comments" : ...,
            "target" : ...,
        },
        .
        .
        .
    }
    """
    language = language or models.Language.objects.get(language="English")

    translation = translations.get_translation(language)
    gov_commentary_text = translation.gov_commentary_text

    rating_question_text = translation.rating_question_text
    rating_none_text = translation.rating_none_text % country.country

    targets = get_country_targets(country, g_indicators)
    indicators = calc_country_indicators(country)
    results = {}
    ratings, _ = models.GovScorecardRatings.objects.get_or_create(country=country)
    comment_override, _ = models.GovScorecardComments.objects.get_or_create(country=country, language=language)

    def ratings_val(obj, tmpl):
        def _func(indicator):
            h = indicator.replace("G", "").replace("Q", "")
            d = obj.__dict__
            return d.get(tmpl % h, None)
        return _func

    ratings_comments = ratings_val(comment_override, "er%s")
    ratings_target = ratings_val(ratings, "r%s")

    for indicator in indicators:
        (base_val, base_year, cur_val, cur_year), comments = indicators[indicator]
        target = targets[indicator]

        result = {
            "base_val" : base_val,
            "base_year" : base_year,
            "cur_val" : cur_val,
            "cur_year" : cur_year,
            "comments" : comments,
            "commentary" : "",
            "country_name" : country,
        }

        result["one_minus_base_val"] = base_val
        if isinstance(base_val, numbers.Real):
            result["one_minus_base_val"] = 100 - base_val

        result["one_minus_cur_val"] = cur_val
        if isinstance(cur_val, numbers.Real):
            result["one_minus_cur_val"] = 100 - cur_val
        
        result["target"] = ratings_target(indicator) or evaluate_indicator(target, base_val, cur_val)
        if ratings_comments(indicator):
            result["commentary"] = ratings_comments(indicator)
        else:
            if indicator in gov_commentary_text:
                target_value = result["target"]
                if target_value == Rating.QUESTION:
                    commentary = rating_question_text
                elif target_value == Rating.NONE:
                    commentary = rating_none_text
                elif target_value == None:
                    raise Exception("This shouldn't really be happening")
                    commentary = "Missing Data"
                elif "all" in gov_commentary_text[indicator]:
                    commentary = gov_commentary_text[indicator]["all"]
                else:
                    commentary = gov_commentary_text[indicator][target_value]
                
                try:
                    result["commentary"] = commentary % result
                except TypeError, e:
                    result["commentary"] = ["This text couldn't be generated, possibly because the rating was overriden. Please override the text appropriately as well"]

        results[indicator] = result