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How to use get_group_query method in localstack
Best Python code snippet using localstack_python
iea_parsing_Final.py
Source:iea_parsing_Final.py 
1import os2import re3import csv4import pymysql5import PyPDF2, re6import datetime7from tabula import read_pdf8from Common.log import logging9from Common.config import MYSQL_ALETHEIA, PDF_PATH, CSV_PATH10class IEABase:11 def __init__(self):12 try:13 self.sqlconn = pymysql.connect(host=MYSQL_ALETHEIA["HOST"], port=MYSQL_ALETHEIA["PORT"], user=MYSQL_ALETHEIA["USER"],14 passwd=MYSQL_ALETHEIA["PASSWORD"], db=MYSQL_ALETHEIA["DB_NAME"], autocommit=True)15 self.cursor = self.sqlconn.cursor()16 except Exception as e:17 logging.error(e)18 def __del__(self):19 try:20 self.cursor.close()21 except Exception as e:22 raise e23 try:24 self.sqlconn.close()25 except Exception as e:26 raise e27 def get_pdf_list(self):28 """29 :return: PDF files from folder30 """31 try:32 pdf_files = [f for f in os.listdir(PDF_PATH+'.') if os.path.isfile(PDF_PATH+f) and f.endswith('.pdf')]33 return pdf_files34 except Exception as e:35 logging.error(e)36 raise e37 def find_table_contents(self,pdf_list,table_name):38 page_numbers = {}39 pdf_value = {}40 flag = 041 for pdf in pdf_list:42 pdf = pdf.replace(' ', '')43 Xfile = open((PDF_PATH + pdf), 'rb')44 pdfDoc = PyPDF2.PdfFileReader(Xfile, "rb")45 if flag == 1:46 try:47 for i in range(0, 10):48 content = ""49 content += (pdfDoc.getPage(i).extractText() + "\n")50 content1 = content.encode('ascii', 'ignore').lower()51 content1 = content1.decode('utf-8')52 ResSearch = re.search(table_name, content1)53 if ResSearch is not None:54 PageFound = i55 content += (pdfDoc.getPage(PageFound).extractText() + "\n")56 content1 = content.encode('ascii', 'ignore').lower()57 content1 = content1.decode('utf-8')58 ResSearch = re.search('tables', content1)59 if ResSearch is not None:60 pageObj1 = pdfDoc.getPage(PageFound)61 pagecontent = pageObj1.extractText()62 pagecontent.replace('.', '')63 f = open("error page.txt", "w")64 f.write(pagecontent)65 try:66 f = open("error page.txt", "r")67 read = f.read()68 l = (read.replace('.', ' ').split())69 for i in l:70 if 'TABLES' in i:71 index = int((l.index(i)) + 1)72 last = len(l) + 173 for page in range(index, last):74 page_number = l[page]75 if page_number.isdigit():76 page_numbers[pdf] = page_number77 break78 except Exception as e:79 print(e)80 except Exception as e:81 print(e)82 else:83 page_numbers[pdf] = '1'84 return page_numbers85 def find_page_number_1(self,pdf_list, table_name):86 page_numbers = {}87 for pdf, value in pdf_list.items():88 value = int(value)89 try:90 pdf = pdf.replace(' ', '')91 Xfile = open((PDF_PATH + pdf), 'rb')92 pdfDoc = PyPDF2.PdfFileReader(Xfile, "rb")93 for i in range(value, pdfDoc.getNumPages()):94 content = ""95 content += (pdfDoc.getPage(i).extractText() + "\n")96 content1 = content.encode('ascii', 'ignore').lower()97 content1 = content1.decode('utf-8')98 if table_name == 'table2b':99 name = 'OIL DEMAND IN SELECTED OECD COUNTRIES'.lower()100 name1 = 'OIL DEMAND AND % GROWTH IN'.lower()101 ResSearch = re.search(name, content1)102 if ResSearch is not None:103 PageFound = i + 1104 page_numbers[pdf] = PageFound105 break106 else:107 ResSearch = re.search(name1, content1)108 if ResSearch is not None:109 PageFound = i + 1110 page_numbers[pdf] = PageFound111 break112 if (table_name == 'table1'):113 name = "WORLD OIL SUPPLY AND DEMAND".lower()114 ResSearch = re.search(name, content1)115 if ResSearch is not None:116 PageFound = i117 page_numbers[pdf] = PageFound118 break119 if (table_name == 'table3'):120 name = "WORLD OIL PRODUCTION".lower()121 ResSearch = re.search(name, content1)122 if ResSearch is not None:123 PageFound = i + 1124 page_numbers[pdf] = PageFound125 break126 if (table_name == 'table4'):127 name = "OECD INDUSTRY STOCKS".lower()128 ResSearch = re.search(name, content1)129 if ResSearch is not None:130 PageFound = i + 1131 page_numbers[pdf] = PageFound132 break133 if (table_name == 'table2'):134 name = "Summary of Global Oil Demand".lower()135 ResSearch = re.search(name, content1)136 if ResSearch is not None:137 PageFound = i + 1138 page_numbers[pdf] = PageFound139 break140 if (table_name == 'table2a'):141 name = "OECD REGIONAL OIL DEMAND".lower()142 ResSearch = re.search(name, content1)143 if ResSearch is not None:144 PageFound = i + 1145 page_numbers[pdf] = PageFound146 # print(page_numbers)147 break148 except Exception as e:149 f = open("pdf.txt", "a")150 f.write(pdf + '\n')151 f.write(str(e))152 pass153 return page_numbers154 def conert_pdf_to_csv(self, pdf_name, csv_name, page_number):155 """156 Converts pdf page to csv file157 :param pdf_name: Existing PDF name158 :param csv_name: Expected CSV name159 :param page_number: PDF page number to be converted into CSV file(mostly table page)160 :return:161 """162 try:163 with open(csv_name, "w") as f:164 data = read_pdf(pdf_name, output_format="csv", pages=page_number)165 data.to_csv(f)166 return 1167 except Exception as e:168 logging.error(e)169 raise e170 def get_month_id(self,month_name):171 """172 get month number in integer173 :param monthName:174 :return:175 """176 try:177 month_list = ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"]178 count = 1179 for month in month_list:180 if month == month_name:181 return count182 count += 1183 except Exception as e:184 logging.error(e)185 raise e186 def clean_string(self, string):187 """188 remove numeric and symbols from string189 :param string:190 :return:191 """192 try:193 new_string = re.sub('[0-9.,:*]+','',string)194 return new_string.strip()195 except Exception as e:196 logging.error(e)197 raise e198 def get_period_year(self, number):199 try:200 if number > 80:201 return 1900+number202 else:203 return 2000+number204 except Exception as e:205 logging.error(e)206 raise e207 def convert_to_period_data(self, row, allow_all=False):208 """209 convert csv rows into period_id, period_idx, mode format210 :param row:211 :param allow_all:212 :return:213 """214 try:215 year_row = {}216 inner_count = 0217 for r in row:218 if inner_count == 12:219 if allow_all == True:220 if "Q" in r:221 v = str(r).split("Q")222 year_row[inner_count] = {223 "PeriodID": self.get_period_year(number=int(v[1].split(".")[0])),224 "PeriodIdx": int(v[0]),225 "Mode": "Q"226 }227 else:228 v1 = str(r).split(" ")229 if len(v1) > 1:230 year_row[inner_count] = {231 "PeriodID": self.get_period_year(number=int(v1[1].split(".")[0])),232 "PeriodIdx": self.get_month_id(v1[0]),233 "Mode": "M"234 }235 else:236 year_row[inner_count] = {237 "PeriodID": v1[0].split(".")[0],238 "PeriodIdx": 1,239 "Mode": "Y"240 }241 else:242 if "Q" in r:243 v = str(r).split("Q")244 year_row[inner_count] = {245 "PeriodID": self.get_period_year(number=int(v[1].split(".")[0])),246 "PeriodIdx": int(v[0]),247 "Mode": "Q"248 }249 else:250 v1 = str(r).split(" ")251 if len(v1) > 1:252 year_row[inner_count] = {253 "PeriodID": self.get_period_year(number=int(v1[1].split(".")[0])),254 "PeriodIdx": self.get_month_id(v1[0]),255 "Mode": "M"256 }257 else:258 year_row[inner_count] = {259 "PeriodID": v1[0].split(".")[0],260 "PeriodIdx": 1,261 "Mode": "Y"262 }263 inner_count += 1264 return year_row265 except Exception as e:266 logging.error(e)267 raise e268 def format_changer_for_table1(self, rows):269 try:270 final_result = []271 for row_id in range(len(rows)):272 inner_row = []273 if row_id == 0:274 col_count = 0275 for column in rows[row_id]:276 if col_count >= 1:277 if "Unna" not in column:278 col_list = column.split(" ")279 for col in col_list:280 if col:281 inner_row.append(col)282 else:283 inner_row.append(column)284 col_count += 1285 final_result.append(inner_row)286 else:287 for column in rows[row_id][2:]:288 col_split = column.split(" ")289 for cols in col_split:290 if cols:291 inner_row.append(cols)292 inner_row = rows[row_id][:2] + inner_row293 final_result.append(inner_row)294 return final_result295 except Exception as e:296 logging.error(e)297 f = open("error files.txt", "a")298 f.write(str(e))299 raise e300 def convert_to_period_data_table_4(self, row):301 try:302 result = []303 for col in row:304 if "Q" in col:305 seprate = col.split("Q")306 result.append({307 "PeriodID": seprate[-1],308 "PeriodIdx": seprate[0],309 "Mode": 'Q'310 })311 else:312 result.append({313 "PeriodID": col[3:7],314 "PeriodIdx": self.get_month_id(col[:3]),315 "Mode": 'M'316 })317 return result318 except Exception as e:319 logging.error(e)320 raise e321 def format_changer_table2a(self, list_of_list):322 """323 pdf format chaged before 2010/06324 :return:325 """326 try:327 raw_data = []328 r1 = []329 r2 = []330 rows = []331 quartrs = {332 'First Quarter': '1Q',333 'Second Quarter': '2Q',334 'Third Quarter': '3Q',335 'Fourth Quarter': '4Q'336 }337 for li in list_of_list:338 raw_data.append(li)339 list_of_list = raw_data340 for i in range(len(list_of_list)):341 if i == 0:342 for lol in list_of_list[i]:343 if lol and "Unnamed" not in lol:344 r1.append(lol)345 rows.append(r1)346 if i == 1:347 count1 = 0348 for data in list_of_list[i]:349 x = data.split(" ")350 for x1 in x:351 if count1 > 1:352 if x1:353 r2.append(x1.replace(".0", ""))354 else:355 r2.append(x1.replace(".0", ""))356 count1 += 1357 rows.append(r2)358 if i > 1:359 var = []360 counts = 0361 for data in list_of_list[i]:362 if counts == 1:363 var.append(data)364 else:365 x = data.split(" ")366 for x1 in x:367 if x1:368 var.append(x1)369 counts += 1370 rows.append(var)371 second_index = 2372 for month_id in range(len(r1)):373 counter = 0374 for year_id in range(5):375 month = r1[month_id]376 year = r2[second_index]377 if year == '%':378 year = '2050'379 get_quarter = quartrs.get(month)380 if get_quarter:381 all_year = get_quarter + year[2:]382 else:383 all_year = month[:3] + " " + year[2:]384 r2[second_index] = all_year385 second_index += 1386 counter += 1387 if counter == 3:388 break389 rows[1] = r2390 return rows391 except Exception as e:392 logging.error(e)393 print(e)394 def string_seperator(self, string, decimal_places=1):395 try:396 numbers = []397 space_count = str(string).count(" ")398 if space_count == 0:399 digit_count = str(string).count(".")400 if digit_count > 0:401 for i in range(digit_count):402 data = str(string).index(".")403 numbers.append(string[:data + decimal_places + 1])404 string = string[data + decimal_places + 1:]405 else:406 numbers.append(string)407 else:408 space_sep = str(string).split(" ")409 for sp in space_sep:410 if sp:411 numbers.append(sp)412 return numbers413 except Exception as e:414 logging.error(e)415 raise e416 def read_csv_file(self, file_name):417 try:418 result = []419 with open(file_name) as file:420 reader = csv.reader(file)421 for row in reader:422 result.append(row)423 return result424 except Exception as e:425 logging.error(e)426 raise e427 def format_changer_for_table2(self, rows):428 try:429 final_result = []430 for row_id in range(len(rows)):431 inner_row = []432 if row_id == 0:433 col_count = 0434 for column in rows[row_id]:435 if col_count > 1:436 if "Unna" not in column:437 col_list = column.split(" ")438 for col in col_list:439 if col:440 inner_row.append(col)441 else:442 inner_row.append(column)443 col_count += 1444 final_result .append(inner_row)445 else:446 for column in rows[row_id][2:]:447 col_split = column.split(" ")448 for cols in col_split:449 if cols:450 inner_row.append(cols)451 inner_row = rows[row_id][:2]+inner_row452 final_result.append(inner_row)453 return final_result454 except Exception as e:455 logging.error(e)456 raise e457 def table_3_prior_formatting(self, row):458 try:459 new_row = []460 count = 0461 for col in row:462 col = col.replace("*","")463 if "f" in col and "Feb" not in col:464 col = col.replace("f","").strip()465 if count > 1:466 if "Q" in col:467 if len(col) == 6:468 col = col[:2]+col[-2:]469 elif len(col) == 4:470 if col[0] == "Q":471 col = col[1:2]+"Q"+col[-2]472 if str(col[2]).isalpha() and str(col[3]).isdigit():473 col = col[:3]+' '+col[-2:]474 count += 1475 new_row.append(col)476 return new_row477 except Exception as e:478 logging.error(e)479 raise e480class IEADataProcessing(IEABase):481 def __init__(self):482 try:483 IEABase.__init__(self)484 except Exception as e:485 logging.error(e)486 def insert_table2_data(self, file_name, sub_table):487 """488 insert table 2a and table 2b data489 :param file_name:490 :param sub_table: table2a_ or table2b_491 :return:492 """493 try:494 year_row = {}495 start_col = 2496 country = ""497 is_total = "null"498 table_type = "2a"499 if sub_table != "table2a_":500 table_type = "2b"501 rows = self.read_csv_file(file_name=file_name)502 check = 1503 version_id = str(file_name.split("/")[-1]).replace(".csv", "").replace(sub_table, "").replace("-", "")504 if int(version_id) < 20100713:505 rows = self.format_changer_table2a(rows)506 provided_date = str(file_name.split("/")[-1]).replace(".csv", "").replace(sub_table, "")507 reported_date = provided_date + " 00:00:00"508 print(reported_date)509 country_id = 'null'510 region_id = 'null'511 query = "delete from IEA_HistoricMacroElementsData where ReportedDate = %s and TableType = %s"512 try:513 result = self.cursor.execute(query, (reported_date, table_type,))514 except Exception as e:515 logging.error(e)516 for n in range(len(rows)):517 if n == check:518 if rows[n][2] and rows[n][3]:519 year_row = self.convert_to_period_data(row=rows[n])520 else:521 check += 1522 if n > check:523 if (int(version_id) < 20100713 and len(rows[n]) > 1) or (rows[n][2] and rows[n][3]):524 element = self.clean_string(rows[n][1])525 country = self.clean_string(element)526 if sub_table == "table2a_":527 if "OECD" in country:528 region_id = "null"529 country_id = "null"530 else:531 region_id_query = "select RegionID from Regions where RegionName='%s' and ProviderID = '1' " % (532 country)533 self.cursor.execute(region_id_query)534 country_res = self.cursor.fetchall()535 if country_res and len(country_res) > 0 and country_res[0][0] != None:536 region_id = country_res[0][0]537 country_id = 'null'538 else:539 if (element == 'Jet/Kerosene'):540 element = 'Jet and kerosene'541 element = element.replace(' ', '')542 get_ph_heirarchy = "select PH1ID, PH2ID, PHID from ProductHR3 where upper(replace(Description,' ','')) = upper('%s')" % element543 self.cursor.execute(get_ph_heirarchy)544 ph_result = self.cursor.fetchall()545 if ph_result and len(ph_result) > 0:546 ph1 = ph_result[0][0]547 ph2 = ph_result[0][1]548 ph3 = ph_result[0][2]549 is_total = "null"550 else:551 ph1 = "null"552 is_total = "null"553 if element == "Total":554 ph1 = 1555 is_total = 1556 ph2 = "null"557 ph3 = "null"558 else:559 if (element == 'Jet/Kerosene'):560 element = 'Jet and kerosene'561 element = element.replace(' ', '')562 get_ph_heirarchy = "select PH1ID, PH2ID, PHID from ProductHR3 where upper(replace(Description,' ','')) = upper('%s')" % element563 self.cursor.execute(get_ph_heirarchy)564 ph_result = self.cursor.fetchall()565 if ph_result and len(ph_result) > 0:566 ph1 = ph_result[0][0]567 ph2 = ph_result[0][1]568 ph3 = ph_result[0][2]569 is_total = "null"570 else:571 ph1 = "null"572 is_total = "null"573 if element == "Total":574 ph1 = 1575 is_total = 1576 else:577 pattern = country.replace(' ', '') + "%"578 country_id_query = "select CountryID from Country where upper(replace(CountryName,' ','')) LIKE '%s'" % (579 pattern)580 self.cursor.execute(country_id_query)581 res = self.cursor.fetchall()582 if res and len(res) > 0:583 country_id = str(res[0][0])584 else:585 country_id = "null"586 region_id_query = "select RegionID from RegionCountryMapping where CountryID='%s'" % (587 country_id)588 self.cursor.execute(region_id_query)589 res = self.cursor.fetchall()590 if res and len(res) > 0:591 region_id = res[0][0]592 else:593 region_id = "null"594 ph2 = "null"595 ph3 = "null"596 elemCount = start_col597 for fr in rows[n][start_col:]:598 value = fr599 if value and elemCount != 12:600 res = year_row.get(elemCount)601 periodID = res.get("PeriodID")602 periodIdx = res.get("PeriodIdx")603 mode = res.get("Mode")604 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \605 "%s, %s, '%s', 'D', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', %s, %s, 1, null, null, 1.0, current_timestamp(), %s, '%s', 1, '%s')" % (606 periodID, periodIdx, mode, ph1, ph2, ph3, value, country_id,607 region_id, is_total, provided_date, table_type608 )609 try:610 if int(periodID) != 2050:611 self.cursor.execute(insertQuery)612 except Exception as e:613 logging.error(e)614 elemCount += 1615 else:616 element = (rows[n][1])617 # print(element)618 country = self.clean_string(element)619 if sub_table == "table2a_":620 region_id_query = "select RegionID from Regions where RegionName='%s' and ProviderID = '1' " % (621 country)622 self.cursor.execute(region_id_query)623 country_res = self.cursor.fetchall()624 if country_res and len(country_res) > 0 and country_res[0][0] != None:625 region_id = country_res[0][0]626 country_id = 'null'627 else:628 country_id = 'null'629 region_id = 'null'630 else:631 pattern = country.replace(' ', '') + "%"632 country_id_query = "select CountryID from Country where upper(replace(CountryName,' ','')) LIKE '%s'" % (633 pattern)634 self.cursor.execute(country_id_query)635 res = self.cursor.fetchall()636 if res and len(res) > 0:637 country_id = str(res[0][0])638 else:639 country_id = "null"640 region_id_query = "select RegionID from RegionCountryMapping where CountryID='%s'" % (641 country_id)642 self.cursor.execute(region_id_query)643 res = self.cursor.fetchall()644 if res and len(res) > 0:645 region_id = res[0][0]646 else:647 region_id = "null"648 except Exception as e:649 logging.error(e)650 query = "update RefTables set parsing = 13 where ReportedDate = %s and TableType = %s"651 try:652 result = self.cursor.execute(query, (reported_date, table_type))653 except Exception as e:654 logging.error(e)655 os.remove(file_name)656 print("file removed", file_name)657 def insert_table4_data(self, file_name, sub_table=None):658 version_id = str(file_name.split("/")[-1]).replace(".csv", "").replace("table4_", "").replace("-", "")659 provided_date = str(file_name.split("/")[-1]).replace(".csv", "").replace(sub_table, "")660 reported_date = provided_date + " 00:00:00"661 # print(reported_date)662 663 query = "delete from IEA_HistoricMacroElementsData_2_issue where ReportedDate = %s and TableType = '4'"664 try:665 result = self.cursor.execute(query, (reported_date,))666 except Exception as e:667 logging.error(e)668 query = "delete from RefTable where ReportedDate = %s and TableType = '4'"669 try:670 result = self.cursor.execute(query, (reported_date,))671 # print(result)672 except Exception as e:673 logging.error(e)674 # print(e, file_name)675 # 676 query = "insert into RefTable(ReportedDate,TableType,Flag) values(" \677 "'%s','4','1')" % (reported_date,)678 try:679 result = self.cursor.execute(query)680 # print(result)681 except Exception as e:682 logging.error(e)683 query = "select max(ReportedDate) from IEA_HistoricMacroElementsData_2_issue where TableType = 4"684 try:685 result = self.cursor.execute(query,)686 if result > 1:687 max_date = str(self.cursor.fetchone())688 max_date = (max_date.strip("(datetime.datetime(,)").replace('', '')[0:12])689 max_date = max_date.split(',')690 y = int(max_date[0])691 m = int(max_date[1])692 d = int(max_date[2])693 dates = str(datetime.date(y, m, d))694 dates = dates.replace('-', '')695 # print((dates))696 else:697 dates = 000698 except Exception as e:699 logging.error(e)700 if int(dates) != int(version_id):701 try:702 period_data = []703 is_total = "null"704 govenrment_controlled = "S"705 region = ""706 region_id = "null"707 rows = self.read_csv_file(file_name=file_name)708 count = 0709 for index in range(len(rows)):710 if index > 1:711 temp_row = []712 for col_index in range(len(rows[index])):713 if col_index > 1:714 d = self.string_seperator(string=rows[index][col_index])715 temp_row.extend(d)716 else:717 temp_row.append(rows[index][col_index])718 rows[index] = temp_row719 get_period_data = True720 for row_count in range(len(rows)):721 count = count + 1722 if row_count == 2 or get_period_data == True:723 period_data = self.convert_to_period_data_table_4(rows[row_count])724 get_period_data = False725 if row_count > 2:726 if is_total == 1:727 region_id = "null"728 if "Million" in rows[row_count]:729 get_period_data = True730 govenrment_controlled = "SG"731 if rows[row_count][1]:732 if rows[row_count][1] and "OECD" in rows[row_count][1]:733 # print(rows[row_count][1])734 region = self.clean_string(rows[row_count][1])735 # region =736 region = region.strip("OECD").strip()737 check_region_id = "select RegionID from Regions where upper(RegionName)=upper('%s')" % region738 self.cursor.execute(check_region_id)739 region_res = self.cursor.fetchall()740 if region_res and len(region_res) > 0:741 region_id = region_res[0][0]742 else:743 region_id = "null"744 else:745 element = self.clean_string(rows[row_count][1])746 if "TOTAL" in element.upper() and "PRODUCTS" not in element.upper():747 is_total = 1748 element = self.clean_string(rows[row_count][1])749 get_ph_heirarchy = "select PH1ID, PH2ID, PHID from ProductHR3 where upper(Description) = upper('%s')" % element750 self.cursor.execute(get_ph_heirarchy)751 ph_result = self.cursor.fetchall()752 if ph_result and len(ph_result) > 0:753 ph1 = ph_result[0][0]754 ph2 = ph_result[0][1]755 ph3 = ph_result[0][2]756 else:757 if "TOTAL" in element.upper():758 is_total = 1759 if str(region_id).upper() == "Null".upper():760 region = self.clean_string(rows[row_count][1])761 is_total = 1762 check_region_id = "select RegionID from Regions where upper(RegionName)=upper('%s')" % region763 self.cursor.execute(check_region_id)764 region_res = self.cursor.fetchall()765 if region_res and len(region_res) > 0:766 region_id = region_res[0][0]767 else:768 region_id = "null"769 else:770 is_total = "null"771 region = self.clean_string(rows[row_count][1])772 check_region_id = "select RegionID from Regions where upper(RegionName)=upper('%s')" % region773 self.cursor.execute(check_region_id)774 region_res = self.cursor.fetchall()775 if region_res and len(region_res) > 0:776 region_id = region_res[0][0]777 else:778 region_id = "null"779 ph1 = 1780 ph2 = "null"781 ph3 = "null"782 check_count = 0783 for col_count in range(len(rows[row_count])):784 if rows[row_count][col_count] and col_count > 1:785 period_id = period_data[col_count].get("PeriodID")786 period_idx = period_data[col_count].get("PeriodIdx")787 mode = period_data[col_count].get("Mode")788 if mode != "Q":789 insert_query = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \790 "%s, %s, '%s', '%s', %s, %s, %s, null, %s, 'V', 'MBPM', 'USD', null, %s, 1, null, null, 1.0, current_timestamp(), %s, '%s', 1, '4')" % (791 period_id, period_idx, mode, govenrment_controlled, ph1,792 ph2, ph3, rows[row_count][col_count], region_id,793 is_total, reported_date794 )795 try:796 self.cursor.execute(insert_query)797 check_count += 1798 if check_count == 5:799 break800 except Exception as e:801 logging.error(e)802 except Exception as e:803 logging.error(e)804 # print(e)805 query = "update RefTables set flag = 2 where ReportedDate = %s and TableType = '4'"806 try:807 result = self.cursor.execute(query, (reported_date,))808 except Exception as e:809 logging.error(e)810 print(e)811 def insert_table1_data(self, file_name, sub_table=None):812 flag = 0813 total_nonopec = 0814 provided_date = str(file_name.split("/")[-1]).replace("table1_", "").replace(".csv", "")815 reported_date = provided_date + " 00:00:00"816 query = "delete from IEA_HistoricMacroElementsData where ReportedDate = %s and TableType = '1'"817 try:818 result = self.cursor.execute(query, (reported_date,))819 except Exception as e:820 logging.error(e)821 try:822 period_data = {}823 start = False824 ph1 = 1825 ph2 = "null"826 ph3 = "null"827 gr = ''828 gr2 = ''829 provided_date = str(file_name.split("/")[-1]).replace("table1_", "").replace(".csv", "")830 data = self.read_csv_file(file_name=file_name)831 rows = self.format_changer_for_table1(rows=data)832 for row_id in range(len(rows)):833 row = rows[row_id]834 if row_id == 0:835 period_data = self.convert_to_period_data(row=row, allow_all=True)836 # print("period data",period_data)837 else:838 if start == True:839 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % gr840 self.cursor.execute(get_group_query)841 group_res = self.cursor.fetchall()842 if group_res and len(group_res) > 0:843 group_id = group_res[0][0]844 else:845 group_id = "null"846 is_total = "null"847 region_id_query = "select RegionID from Regions where RegionName='%s' and ProviderID=1" % self.clean_string(848 row[1])849 self.cursor.execute(region_id_query)850 res = self.cursor.fetchall()851 if res and len(res) > 0:852 region_id = res[0][0]853 country_id = "null"854 else:855 region_id = "null"856 pattern = row[1].replace(' ', '') + "%"857 country_id_query = "select CountryID from Country where upper(replace(CountryName,' ','')) LIKE '%s'" % (858 pattern)859 self.cursor.execute(country_id_query)860 res = self.cursor.fetchall()861 if res and len(res) > 0:862 country_id = str(res[0][0])863 region_id_query = "select RegionID from RegionCountryMapping where CountryID='%s'" % (864 country_id)865 self.cursor.execute(region_id_query)866 res = self.cursor.fetchall()867 if res and len(res) > 0:868 region_id = res[0][0]869 else:870 region_id = "null"871 else:872 country_id = "null"873 if "TOTAL" in row[1].upper():874 is_total = 1875 for val_id in range(2, len(row)):876 value = row[val_id]877 # print("value", value)878 dict_id = (val_id - 1)879 # print(dict_id)880 peri_data = period_data.get(dict_id)881 period_id = peri_data.get("PeriodID")882 period_idx = peri_data.get("PeriodIdx")883 mode = peri_data.get("Mode")884 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \885 "%s, %s, '%s', 'D', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', %s, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (886 period_id, period_idx, mode, ph1, ph2, ph3, value, country_id, region_id,887 group_id,888 is_total, provided_date889 )890 try:891 self.cursor.execute(insertQuery)892 except Exception as e:893 logging.error(e)894 if self.clean_string(row[1]).upper() == "TOTAL NON-OECD":895 total_demand = row_id896 start = False897 elif start == False:898 if self.clean_string(row[1]).upper() == "OECD DEMAND".upper() or self.clean_string(899 row[1]).upper() == "DEMAND".upper():900 start = True901 gr = 'OECD'902 if "Total OECD".upper() == self.clean_string(row[1]).upper():903 gr = "Non-OECD"904 if "TOTAL DEMAND".upper() == self.clean_string(row[1]).upper():905 oecd_supply = row_id906 print("total demand")907 for val_id in range(2, len(row)):908 value = row[val_id]909 print("value", value)910 dict_id = (val_id - 1)911 peri_data = period_data.get(dict_id)912 period_id = peri_data.get("PeriodID")913 period_idx = peri_data.get("PeriodIdx")914 mode = peri_data.get("Mode")915 is_total = 1916 ph1 = 1917 ph2 = "null"918 ph3 = "null"919 region_id = "null"920 group_id = "null"921 group_id_2 = "null"922 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \923 "%s, %s, '%s', 'D', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (924 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id, group_id,925 is_total, provided_date926 )927 try:928 self.cursor.execute(insertQuery)929 except Exception as e:930 logging.error(e)931 break932 # # for supply933 supply_start = False934 for row_id in range(oecd_supply, len(rows)):935 row = rows[row_id]936 if supply_start == True:937 if self.clean_string(row[1]).upper() == "PROCESSING GAINS":938 supply_start = False939 flag = 1940 else:941 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % gr942 self.cursor.execute(get_group_query)943 group_res = self.cursor.fetchall()944 if group_res and len(group_res) > 0:945 group_id = group_res[0][0]946 else:947 group_id = "null"948 get_group_query_2 = "select GroupID from Groups where upper(Description) = upper('%s')" % gr2949 self.cursor.execute(get_group_query_2)950 group_res = self.cursor.fetchall()951 if group_res and len(group_res) > 0:952 group_id_2 = group_res[0][0]953 else:954 group_id_2 = "null"955 is_total = "null"956 region_id_query = "select RegionID from Regions where RegionName='%s' and ProviderID=1" % self.clean_string(957 row[1])958 self.cursor.execute(region_id_query)959 res = self.cursor.fetchall()960 if res and len(res) > 0:961 region_id = res[0][0]962 country_id = "null"963 else:964 region_id = "null"965 pattern = row[1].replace(' ', '') + "%"966 country_id_query = "select CountryID from Country where upper(replace(CountryName,' ','')) LIKE '%s'" % (967 pattern)968 self.cursor.execute(country_id_query)969 res = self.cursor.fetchall()970 if res and len(res) > 0:971 country_id = str(res[0][0])972 region_id_query = "select RegionID from RegionCountryMapping where CountryID='%s'" % (973 country_id)974 self.cursor.execute(region_id_query)975 res = self.cursor.fetchall()976 if res and len(res) > 0:977 region_id = res[0][0]978 else:979 region_id = "null"980 else:981 country_id = "null"982 if "TOTAL" in row[1].upper():983 is_total = 1984 for val_id in range(2, len(row)):985 value = row[val_id]986 dict_id = (val_id - 1)987 peri_data = period_data.get(dict_id)988 period_id = peri_data.get("PeriodID")989 period_idx = peri_data.get("PeriodIdx")990 mode = peri_data.get("Mode")991 ph1 = 1992 ph2 = "null"993 ph3 = "null"994 if (995 ph1 == "null" and ph2 == "null" and region_id == "null" and is_total == "null" and group_id == "null" and group_id_2 == "null"):996 break997 else:998 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \999 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', %s, %s, %s, %s, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1000 period_id, period_idx, mode, ph1, ph2, ph3, value, country_id,1001 region_id, group_id, group_id_2, is_total, provided_date1002 )1003 try:1004 self.cursor.execute(insertQuery)1005 except Exception as e:1006 logging.error(e)1007 if "Total OECD".upper() == self.clean_string(row[1]).upper():1008 gr = "Non-OPEC"1009 gr2 = 'Non-OECD'1010 if self.clean_string(row[1]).upper() == "TOTAL NON-OECD":1011 supply_start = False1012 if self.clean_string(row[1]).upper() == "TOTAL NON-OPEC":1013 supply_start = False1014 total_nonopec = 11015 if "PROCESSING GAINS".upper() == self.clean_string(row[1]).upper() or flag == 1:1016 supply_start = False1017 total_nonopec == 11018 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1019 row[1]).upper()1020 self.cursor.execute(get_group_query)1021 group_res = self.cursor.fetchall()1022 if group_res and len(group_res) > 0:1023 group_id = group_res[0][0]1024 else:1025 group_id = "null"1026 region_id = "null"1027 is_total = "null"1028 #1029 for val_id in range(2, len(row)):1030 value = row[val_id]1031 print("value processing gains", value)1032 dict_id = (val_id - 1)1033 peri_data = period_data.get(dict_id)1034 period_id = peri_data.get("PeriodID")1035 period_idx = peri_data.get("PeriodIdx")1036 mode = peri_data.get("Mode")1037 ph1 = 11038 ph2 = "null"1039 ph3 = "null"1040 if (1041 ph1 == "null" and ph2 == "null" and region_id == "null" and is_total == "null" and group_id == "null" and group_id_2 == "null"):1042 break1043 else:1044 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1045 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1046 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1047 group_id,1048 is_total, provided_date1049 )1050 try:1051 self.cursor.execute(insertQuery)1052 except Exception as e:1053 logging.error(e)1054 if "BIOFUELS" in self.clean_string(row[1]).upper():1055 global_bio = "global biofuels"1056 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1057 global_bio).upper()1058 self.cursor.execute(get_group_query)1059 group_res = self.cursor.fetchall()1060 if group_res and len(group_res) > 0:1061 group_id = group_res[0][0]1062 else:1063 group_id = "null"1064 # print("Group_id",group_id)1065 region_id = "null"1066 is_total = "null"1067 #1068 for val_id in range(2, len(row)):1069 value = row[val_id]1070 dict_id = (val_id - 1)1071 peri_data = period_data.get(dict_id)1072 period_id = peri_data.get("PeriodID")1073 period_idx = peri_data.get("PeriodIdx")1074 mode = peri_data.get("Mode")1075 ph1 = 11076 ph2 = "null"1077 ph3 = "null"1078 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1079 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1080 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1081 group_id,1082 is_total, provided_date1083 )1084 try:1085 self.cursor.execute(insertQuery)1086 except Exception as e:1087 logging.error(e)1088 if "TOTAL NON-OPEC".upper() in self.clean_string(row[1]).upper() or total_nonopec == 1:1089 non_opec = 'NON-OPEC'1090 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1091 non_opec).upper()1092 self.cursor.execute(get_group_query)1093 group_res = self.cursor.fetchall()1094 if group_res and len(group_res) > 0:1095 group_id = group_res[0][0]1096 else:1097 group_id = "null"1098 region_id = "null"1099 is_total = 11100 for val_id in range(2, len(row)):1101 value = row[val_id]1102 print("value non opec", value)1103 dict_id = (val_id - 1)1104 # print(dict_id)1105 peri_data = period_data.get(dict_id)1106 period_id = peri_data.get("PeriodID")1107 period_idx = peri_data.get("PeriodIdx")1108 mode = peri_data.get("Mode")1109 ph1 = 11110 ph2 = "null"1111 ph3 = "null"1112 if (1113 ph1 == "null" and ph2 == "null" and region_id == "null" and is_total == "null" and group_id == "null" and group_id_2 == "null"):1114 break1115 else:1116 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1117 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1118 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1119 group_id,1120 is_total, provided_date1121 )1122 try:1123 self.cursor.execute(insertQuery)1124 except Exception as e:1125 logging.error(e)1126 total_nonopec = 01127 if "OPEC" == self.clean_string(row[1]).upper():1128 pass1129 if "CRUDE" in self.clean_string(row[1]).upper():1130 opec = "OPEC"1131 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1132 opec).upper()1133 self.cursor.execute(get_group_query)1134 group_res = self.cursor.fetchall()1135 if group_res and len(group_res) > 0:1136 group_id = group_res[0][0]1137 else:1138 group_id = "null"1139 # print("Group_id",group_id)1140 region_id = "null"1141 is_total = 11142 get_group_query = "select * from ProductHR2 where upper(Description) = upper('%s')" % self.clean_string(1143 'Oil').upper()1144 self.cursor.execute(get_group_query)1145 ph_res = self.cursor.fetchall()1146 # print(ph_res)1147 if ph_res and len(ph_res) > 0:1148 ph1 = ph_res[0][2]1149 ph2 = ph_res[0][0]1150 else:1151 ph_id = "null"1152 for val_id in range(2, len(row)):1153 value = row[val_id]1154 print("value crude", value)1155 dict_id = (val_id - 1)1156 # print(dict_id)1157 peri_data = period_data.get(dict_id)1158 period_id = peri_data.get("PeriodID")1159 period_idx = peri_data.get("PeriodIdx")1160 mode = peri_data.get("Mode")1161 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1162 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1163 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1164 group_id,1165 is_total, provided_date1166 )1167 try:1168 self.cursor.execute(insertQuery)1169 except Exception as e:1170 logging.error(e)1171 ph1 = 11172 ph2 = "null"1173 ph3 = "null"1174 if "NGL" in self.clean_string(row[1]).upper():1175 print("ngl")1176 opec = "OPEC"1177 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1178 opec).upper()1179 self.cursor.execute(get_group_query)1180 group_res = self.cursor.fetchall()1181 if group_res and len(group_res) > 0:1182 group_id = group_res[0][0]1183 else:1184 group_id = "null"1185 region_id = "null"1186 is_total = 11187 get_group_query = "select * from ProductHR2 where upper(Description) = upper('%s')" % self.clean_string(1188 'Gas').upper()1189 self.cursor.execute(get_group_query)1190 ph_res = self.cursor.fetchall()1191 # print(ph_res)1192 if ph_res and len(ph_res) > 0:1193 ph1 = ph_res[0][2]1194 ph2 = ph_res[0][0]1195 else:1196 ph_id = "null"1197 for val_id in range(2, len(row)):1198 if (1199 ph1 == "null" and ph2 == "null" and region_id == "null" and is_total == "null" and group_id == "null" and group_id_2 == "null"):1200 break1201 else:1202 value = row[val_id]1203 # print("value ngls", value)1204 dict_id = (val_id - 1)1205 # print(dict_id)1206 peri_data = period_data.get(dict_id)1207 period_id = peri_data.get("PeriodID")1208 period_idx = peri_data.get("PeriodIdx")1209 mode = peri_data.get("Mode")1210 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1211 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1212 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1213 group_id,1214 is_total, provided_date1215 )1216 try:1217 self.cursor.execute(insertQuery)1218 except Exception as e:1219 logging.error(e)1220 ph1 = 11221 ph2 = "null"1222 ph3 = "null"1223 if 'TOTAL OPEC' == self.clean_string(row[1]).upper():1224 # print("total opec")1225 opec = "OPEC"1226 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1227 opec).upper()1228 self.cursor.execute(get_group_query)1229 group_res = self.cursor.fetchall()1230 if group_res and len(group_res) > 0:1231 group_id = group_res[0][0]1232 else:1233 group_id = "null"1234 for val_id in range(2, len(row)):1235 value = row[val_id]1236 # print("value", value)1237 dict_id = (val_id - 1)1238 # print(dict_id)1239 peri_data = period_data.get(dict_id)1240 period_id = peri_data.get("PeriodID")1241 period_idx = peri_data.get("PeriodIdx")1242 mode = peri_data.get("Mode")1243 is_total = 11244 ph1 = 11245 ph2 = "null"1246 ph3 = "null"1247 region_id = "null"1248 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1249 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1250 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1251 group_id,1252 is_total, provided_date1253 )1254 try:1255 self.cursor.execute(insertQuery)1256 except Exception as e:1257 logging.error(e)1258 if "NON-OPEC EXCL ANGOLA" == self.clean_string(1259 row[1]).upper() or "OPEC INCL ANGOLA" in self.clean_string(row[1]).upper():1260 print("exclusddding angola")1261 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1262 'NON - OPEC EXCL ANGOLA').upper()1263 self.cursor.execute(get_group_query)1264 group_res = self.cursor.fetchall()1265 if group_res and len(group_res) > 0:1266 group_id = group_res[0][0]1267 else:1268 group_id = "null"1269 for val_id in range(2, len(row)):1270 value = row[val_id]1271 # print("value", value)1272 dict_id = (val_id - 1)1273 # print(dict_id)1274 peri_data = period_data.get(dict_id)1275 period_id = peri_data.get("PeriodID")1276 period_idx = peri_data.get("PeriodIdx")1277 mode = peri_data.get("Mode")1278 is_total = "null"1279 ph1 = "null"1280 ph2 = "null"1281 ph3 = "null"1282 region_id = "null"1283 try:1284 if (1285 ph2 == "null" and region_id == "null" and is_total == "null" and group_id == "null"):1286 f = open("error files.txt", "a")1287 f.write(str(row[1] + '\t'))1288 f.write(str(value + '\t'))1289 f.write(file_name + '\t')1290 f.write('\n')1291 break1292 except Exception as e:1293 logging.error(e)1294 f = open("error files.txt", "a")1295 f.write(file_name)1296 f.write(str(e))1297 print(e, file_name)1298 if 'HISTORICAL COMPOSITION' in self.clean_string(row[1]).upper():1299 ph1 = 11300 ph2 = "null"1301 ph3 = "null"1302 print("HISTORIACALLLLLLL")1303 if 'NON-OPEC HISTORICAL COMPOSITION' in self.clean_string(row[1]).upper():1304 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1305 'Non-OPEC').upper()1306 self.cursor.execute(get_group_query)1307 group_res = self.cursor.fetchall()1308 if group_res and len(group_res) > 0:1309 group_id = group_res[0][0]1310 else:1311 group_id = "null"1312 else:1313 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1314 'OPEC').upper()1315 self.cursor.execute(get_group_query)1316 group_res = self.cursor.fetchall()1317 if group_res and len(group_res) > 0:1318 group_id = group_res[0][0]1319 else:1320 group_id = "null"1321 # print("group id",group_id)1322 get_group_query2 = "select GroupID from Groups where upper(Description) = upper('%s')" % self.clean_string(1323 'Historical Composition').upper()1324 self.cursor.execute(get_group_query2)1325 group_res = self.cursor.fetchall()1326 if group_res and len(group_res) > 0:1327 group_id_2 = group_res[0][0]1328 else:1329 group_id_2 = "null"1330 for val_id in range(2, len(row)):1331 value = row[val_id]1332 # print("value", value)1333 dict_id = (val_id - 1)1334 # print(dict_id)1335 peri_data = period_data.get(dict_id)1336 period_id = peri_data.get("PeriodID")1337 period_idx = peri_data.get("PeriodIdx")1338 mode = peri_data.get("Mode")1339 is_total = 11340 ph1 = 11341 ph2 = "null"1342 ph3 = "null"1343 region_id = "null"1344 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1345 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, %s, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1346 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id,1347 group_id, group_id_2,1348 is_total, provided_date1349 )1350 try:1351 self.cursor.execute(insertQuery)1352 except Exception as e:1353 logging.error(e)1354 if 'TOTAL SUPPLY' == self.clean_string(row[1]).upper():1355 ph1 = 11356 ph2 = "null"1357 ph3 = "null"1358 region_id = "null"1359 group_id = "null"1360 group_id_2 = "null"1361 for val_id in range(2, len(row)):1362 value = row[val_id]1363 dict_id = (val_id - 1)1364 # print(dict_id)1365 peri_data = period_data.get(dict_id)1366 period_id = peri_data.get("PeriodID")1367 period_idx = peri_data.get("PeriodIdx")1368 mode = peri_data.get("Mode")1369 is_total = 11370 ph1 = 11371 ph2 = "null"1372 ph3 = "null"1373 region_id = "null"1374 group_id = "null"1375 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1376 "%s, %s, '%s', 'S', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '1')" % (1377 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id, group_id,1378 is_total, provided_date1379 )1380 try:1381 self.cursor.execute(insertQuery)1382 except Exception as e:1383 logging.error(e)1384 f = open("error files.txt", "a")1385 f.write(file_name)1386 f.write(str(e))1387 break1388 #1389 elif supply_start == False:1390 if self.clean_string(row[1]).upper() == "SUPPLY" or self.clean_string(1391 row[1]).upper() == "OECD SUPPLY":1392 # print("cse truee")1393 supply_start = True1394 gr = 'Non-OPEC'1395 gr2 = 'OECD'1396 except Exception as e:1397 logging.error(e)1398 print(e)1399 query = "update RefTables set start = 13 where ReportedDate = %s and TableType = '1'"1400 try:1401 result = self.cursor.execute(query, (reported_date,))1402 except Exception as e:1403 logging.error(e)1404 os.remove(file_name)1405 print("file removed", file_name)1406 def insert_table2(self, file_name, sub_table=None):1407 provided_date = str(file_name.split("/")[-1]).replace("table1_", "").replace(".csv", "")1408 reported_date = provided_date + " 00:00:00"1409 version_id = str(file_name.split("/")[-1]).replace(".csv", "").replace(sub_table, "").replace("-", "")1410 query = "delete from RefTable where ReportedDate = %s and TableType = '1'"1411 try:1412 result = self.cursor.execute(query, (reported_date))1413 # print(result)1414 except Exception as e:1415 logging.error(e)1416 # print(e, file_name)1417 # Mongo Query1418 query = "insert into RefTable(ReportedDate,TableType,Flag) values(" \1419 "'%s','2','1')" % (reported_date,)1420 try:1421 result = self.cursor.execute(query)1422 # print(result)1423 except Exception as e:1424 logging.error(e)1425 dates = 0001426 query = "select max(ReportedDate) from IEA_HistoricMacroElementsData_2_issue where TableType = 2"1427 try:1428 result = self.cursor.execute(query)1429 if result > 1:1430 max_date = str(self.cursor.fetchone())1431 max_date = (max_date.strip("(datetime.datetime(,)").replace('', '')[0:12])1432 max_date = max_date.split(',')1433 y = int(max_date[0])1434 m = int(max_date[1])1435 d = int(max_date[2])1436 dates = str(datetime.date(y, m, d))1437 dates = dates.replace('-', '')1438 # print((dates))1439 else:1440 dates = 0001441 except Exception as e:1442 logging.error(e)1443 if int(dates) != int(version_id):1444 try:1445 period_data = {}1446 start = False1447 ph1 = 11448 ph2 = "null"1449 ph3 = "null"1450 gr = ''1451 provided_date = str(file_name.split("/")[-1]).replace("table2_","").replace(".csv","")1452 data = self.read_csv_file(file_name=file_name)1453 rows = self.format_changer_for_table2(rows=data)1454 for row_id in range(len(rows)):1455 row = rows[row_id]1456 if row_id == 0:1457 period_data = self.convert_to_period_data(row=row, allow_all=True)1458 else:1459 if start == True:1460 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % gr1461 self.cursor.execute(get_group_query)1462 group_res = self.cursor.fetchall()1463 if group_res and len(group_res) > 0:1464 group_id = group_res[0][0]1465 else:1466 group_id = "null"1467 is_total = "null"1468 region_id_query = "select RegionID from Regions where RegionName='%s' and ProviderID=1"%self.clean_string(row[1])1469 self.cursor.execute(region_id_query)1470 res = self.cursor.fetchall()1471 if res and len(res) > 0:1472 region_id = res[0][0]1473 else:1474 region_id = "null"1475 if "TOTAL" in row[1].upper():1476 is_total = 11477 for val_id in range(2, len(row)):1478 value = row[val_id]1479 peri_data = period_data.get(val_id)1480 period_id = peri_data.get("PeriodID")1481 period_idx = peri_data.get("PeriodIdx")1482 mode = peri_data.get("Mode")1483 insertQuery = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1484 "%s, %s, '%s', 'D', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', null, %s, %s, null, null, 1.0, current_timestamp(), %s, '%s', 1, '2')" % (1485 period_id, period_idx, mode, ph1, ph2, ph3, value, region_id, group_id,1486 is_total, provided_date1487 )1488 try:1489 self.cursor.execute(insertQuery)1490 except Exception as e:1491 logging.error(e)1492 if self.clean_string(row[1]).upper() == "TOTAL NON-OECD":1493 break1494 elif start == False:1495 if self.clean_string(row[1]).upper() == "Demand (mb/d)".upper():1496 start = True1497 gr = 'OECD'1498 if "Total OECD".upper() == self.clean_string(row[1]).upper():1499 gr = "Non-OECD"1500 except Exception as e:1501 logging.error(e)1502 query = "delete from IEA_HistoricMacroElementsData_2_issue where ReportedDate = %s and TableType = '2'"1503 try:1504 result = self.cursor.execute(query, (reported_date,))1505 except Exception as e:1506 logging.error(e)1507 query = "update RefTable set flag = 2 where ReportedDate = %s and TableType = '2'"1508 try:1509 result = self.cursor.execute(query, (reported_date,))1510 except Exception as e:1511 logging.error(e)1512 def convert_pdf_to_csv(self, pdf_list,csv_folder_list):1513 """1514 converts all pdf from folder into csv1515 :param pdf_list:1516 :param csv_folder_list:1517 :return:1518 page"""1519 page_numbers = {}1520 try:1521 for pdf_file in pdf_list:1522 try:1523 for folder in csv_folder_list:1524 provided_date = pdf_file.replace(".pdf", "") + " 00:00:00"1525 if folder == 'table1':1526 version_id = pdf_file.replace(".pdf", "").replace("-", "")1527 print(pdf_file)1528 page_numbers [pdf_file] = '1'1529 print(page_numbers)1530 tabletype = '1'1531 # elif folder == 'table2b':1532 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1533 # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1534 # # page_numbers[pdf_file] = '5'1535 # tabletype = '2b'1536 #1537 # elif folder == 'table3':1538 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1539 # # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1540 # tabletype = '3'1541 # page_numbers[pdf_file] = '6'1542 #1543 # elif folder == 'table4':1544 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1545 # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1546 # print(page_numbers)1547 # tabletype = '4'1548 #1549 # elif folder == 'table2':1550 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1551 # # print(table_contents)1552 # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1553 # tabletype = '2'1554 #1555 # elif folder == 'table2a':1556 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1557 # # print(table_contents)1558 # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1559 # tabletype = '2a'1560 #1561 # elif folder == 'table2b':1562 # version_id = pdf_file.replace(".pdf", "").replace("-", "")1563 # # print(table_contents)1564 # page_numbers = iea_obj.find_page_number_1(table_contents, folder)1565 # tabletype = '2b'1566 if bool(page_numbers):1567 for pdf, value in page_numbers.items():1568 if pdf == pdf_file:1569 csv_name = folder + "_" + pdf_file.replace(".pdf", ".csv")1570 page_number = int(value) #1571 con_tab_1 = iea_obj.conert_pdf_to_csv(1572 pdf_name=PDF_PATH + pdf_file,1573 csv_name=CSV_PATH + folder + "/" + csv_name,1574 page_number=page_number)1575 if con_tab_1 == 1:1576 os.remove(PDF_PATH + pdf_file)1577 iea_obj.insert_csv_data(csv_folder_list=csv_folder_list)1578 else:1579 query = "UPDATE RefTable SET flag = '2' where ReportedDate = %s and TableType = '%s"1580 try:1581 result = self.cursor.execute(query, (provided_date, tabletype,))1582 except Exception as e:1583 logging.error(e)1584 except Exception as e:1585 logging.error(e)1586 except Exception as e:1587 logging.error(e)1588 raise e1589 def insert_csv_data(self, csv_folder_list):1590 """1591 call insert function of every table data1592 :param csv_folder_list:1593 :return:1594 """1595 try:1596 for csv_folder in csv_folder_list:1597 csv_list = [f for f in os.listdir(CSV_PATH + csv_folder + '/.') if1598 os.path.isfile(CSV_PATH + csv_folder + '/' + f) and f.endswith('.csv')]1599 for csv_name in csv_list:1600 try:1601 if csv_folder[-1].isalpha():1602 folder_name = csv_folder1603 function_name = csv_folder[:-1]1604 else:1605 folder_name = csv_folder1606 function_name = csv_folder1607 if folder_name == "table2":1608 data = ""1609 else:1610 data = "_data"1611 eval(1612 "iea_obj.insert_" + function_name + data+"(file_name='" + CSV_PATH + folder_name + "/" + csv_name + "', sub_table='" + folder_name + "_')")1613 except Exception as e:1614 logging.error(e)1615 # print(e)1616 except Exception as e:1617 logging.error(e)1618 raise e1619 def insert_table3_data(self, file_name, sub_table=None):1620 version_id = str(file_name.split("/")[-1]).replace(".csv", "").replace("table3_", "").replace("-", "")1621 provided_date = str(file_name.split("/")[-1]).replace(".csv", "").replace(sub_table, "")1622 reported_date = provided_date + " 00:00:00"1623 # print(reported_date)1624 query = "delete from RefTable where ReportedDate = %s and TableType = 3"1625 try:1626 result = self.cursor.execute(query, (reported_date,))1627 # print(result)1628 except Exception as e:1629 logging.error(e)1630 # print(e)1631 # Mongo Query1632 query = "insert into RefTable(ReportedDate,TableType,Flag) values(" \1633 "'%s','3','1')" % (reported_date,)1634 try:1635 result = self.cursor.execute(query)1636 # print(result)1637 except Exception as e:1638 logging.error(e)1639 dates = 0001640 query = "select max(ReportedDate) from IEA_HistoricMacroElementsData where TableType = 3"1641 try:1642 result = self.cursor.execute(query, (reported_date,))1643 if result > 1:1644 max_date = str(self.cursor.fetchone())1645 max_date = (max_date.strip("(datetime.datetime(,)").replace('', '')[0:12])1646 max_date = max_date.split(',')1647 y = int(max_date[0])1648 m = int(max_date[1])1649 d = int(max_date[2])1650 dates = str(datetime.date(y, m, d))1651 dates = dates.replace('-', '')1652 # print((dates))1653 else:1654 dates = 0001655 except Exception as e:1656 logging.error(e)1657 if int(dates) != int(version_id):1658 # print(version_id)1659 try:1660 rows = self.read_csv_file(file_name=file_name)1661 category_list = ["OPEC", "NON-OPEC"]1662 exclude_list = ["OECD", "NON-OECD", "PROCESSING GAINS", "GLOBAL BIOFUELS"]1663 # exclude_list = ["PROCESSING GAINS","GLOBAL BIOFUELS"]1664 specific_country = {1665 "UAE": 'United Arab Emirates',1666 "Congo": 'Congo (Rep. of)',1667 "UK": 'United Kingdom',1668 "Russia": 'Russian Federation'1669 }1670 res = {}1671 country_id = "null"1672 region_id = "null"1673 group_id = "null"1674 group_2_id = "null"1675 reported_date = str(file_name.split("/")[-1]).replace(".csv", "").replace("table3_", "")1676 versionID = reported_date.replace(".csv", "").replace("-", "").replace("table3_", "")1677 for count in range(len(rows)):1678 d = rows[count]1679 if count == 0:1680 if int(versionID) < 19990209:1681 d = self.table_3_prior_formatting(d)1682 periods = self.convert_to_period_data(d, allow_all=True)1683 if count == 1:1684 name = self.clean_string(d[1])1685 if name.upper() in category_list:1686 group_2_id = "null"1687 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % name1688 self.cursor.execute(get_group_query)1689 group_res = self.cursor.fetchall()1690 if group_res and len(group_res) > 0:1691 group_id = group_res[0][0]1692 else:1693 group_id = "null"1694 if count > 2:1695 # print(res)1696 name = self.clean_string(d[1])1697 name = name.replace(' ', '')1698 # print(name)1699 val1 = specific_country.get(name)1700 if val1:1701 name = val11702 is_total = "null"1703 ph1 = 11704 ph2 = 11705 ph3 = "null"1706 ph4 = "null"1707 if name.upper() == "NGLS":1708 is_total = 11709 ph1 = 11710 ph2 = 21711 ph3 = "null"1712 is_total = "null"1713 if name == 'ProcessingGains':1714 # print("in processing bgainsssss")1715 ph1 = 1;1716 ph2 = "null"1717 ph3 = "null"1718 is_total = "null"1719 group_2_id = "null"1720 get_group_query = "select GroupID from Groups where upper(Description) ='Processing Gains'"1721 self.cursor.execute(get_group_query)1722 group_res = self.cursor.fetchall()1723 if group_res and len(group_res) > 0:1724 group_id = group_res[0][0]1725 else:1726 group_id = "null"1727 if "TOTAL" in name.upper():1728 is_total = 11729 ph1 = 11730 ph2 = "null"1731 ph3 = "null"1732 ph4 = "null"1733 country_id = "null"1734 region_id = "null"1735 name = name.replace("Total", "").strip()1736 name = name.replace("TOTAL", "").strip()1737 if name.upper() == "CRUDE OIL":1738 ph1 = 11739 ph2 = 11740 ph3 = "null"1741 elif name.upper() == "NGLS":1742 ph1 = 11743 ph2 = 21744 ph3 = "null"1745 elif name.upper() in category_list:1746 ph1 = 11747 ph2 = "null"1748 ph3 = "null"1749 group_2_id = "null"1750 elif name.upper() in exclude_list:1751 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % name1752 self.cursor.execute(get_group_query)1753 group_res = self.cursor.fetchall()1754 if group_res and len(group_res) > 0:1755 group_2_id = group_res[0][0]1756 else:1757 group_2_id = "null"1758 elif name.upper() in category_list:1759 get_group_query = "select GroupID from Groups where upper(Description) = upper('%s')" % name1760 self.cursor.execute(get_group_query)1761 group_res = self.cursor.fetchall()1762 if group_res and len(group_res) > 0: # to make groupid2 null condition1763 group_id = group_res[0][0]1764 else:1765 group_id = "null"1766 else:1767 name = name.replace(' ', '')1768 check_region_name = "select RegionID from Regions where ProviderID = '1' and upper(replace(RegionName,' ',''))=upper('%s')" % name1769 self.cursor.execute(check_region_name)1770 region_res = self.cursor.fetchall()1771 if region_res and len(region_res) > 0:1772 region_id = region_res[0][0]1773 country_id = "null"1774 else:1775 name = name.replace(' ', '')1776 if (name == 'Others'):1777 region_id = region_id1778 country_id = "null"1779 else:1780 name = name.replace(' ', '')1781 country_id_query = "select CountryID from Country where upper(replace(CountryName,' ','')) ='%s'" % self.clean_string(1782 name)1783 self.cursor.execute(country_id_query)1784 res = self.cursor.fetchall()1785 if res and len(res) > 0:1786 country_id = str(res[0][0])1787 else:1788 country_id = "null"1789 region_id_query = "select RegionID from RegionCountryMapping where CountryID = '%s'" % (1790 country_id)1791 self.cursor.execute(region_id_query)1792 res = self.cursor.fetchall()1793 if res and len(res) > 0:1794 region_id = str(res[0][0])1795 else:1796 region_id = "null"1797 if name != "Neutral Zone" or "gains" in name or "Biofuels" in name:1798 if name.upper() == "SUPPLY":1799 group_id = "null"1800 group_2_id = "null"1801 if name.upper() == "Processing gains" and "Global Biofuels" in name:1802 group_2_id = "null"1803 elemCount = 21804 for dvalue in d[2:]:1805 if dvalue:1806 p1 = periods.get(elemCount)1807 periodID = p1.get("PeriodID")1808 periodIdx = p1.get("PeriodIdx")1809 mode = p1.get("Mode")1810 ElementType = 'S'1811 insert_query = "insert into IEA_HistoricMacroElementsData(PeriodID, PeriodIdx, Mode, ElementType, PH1, PH2, PH3, PH4, Value, ValueType, ValueUnit, Currency, CountryID, RegionID, GroupID1, GroupID2, GroupID3, VersionID, LastModifiedDate, IsTotal, ReportedDate, ProviderID, TableType) values(" \1812 "%s, %s, '%s', '%s', %s, %s, %s, null, %s, 'V', 'MBPD', 'USD', %s, %s, %s, %s, null, 1.0, current_timestamp(), %s, '%s', 1,'3')" % (1813 periodID, periodIdx, mode, ElementType, ph1, ph2, ph3, dvalue,1814 country_id, region_id, group_id, group_2_id, is_total, reported_date1815 )1816 try:1817 self.cursor.execute(insert_query)1818 except Exception as e:1819 logging.error(e)1820 elemCount += 11821 except Exception as e:1822 logging.error(e)1823 query = "update RefTable set flag = 2 where ReportedDate = %s and TableType = '3'"1824 try:1825 result = self.cursor.execute(query, (reported_date,))1826 except Exception as e:1827 logging.error(e)1828if __name__ == '__main__':1829 try:1830 iea_obj = IEADataProcessing()1831 csv_folder_list = ["table1"]1832 pdf_list = iea_obj.get_pdf_list()1833 print(pdf_list)1834 # table_name = 'contents'1835 # table_contents = iea_obj.find_table_contents(pdf_list, table_name)1836 # print(table_contents)1837 iea_obj.convert_pdf_to_csv(pdf_list=pdf_list, csv_folder_list=csv_folder_list)1838 except Exception as e:1839 logging.error(e)...
app_base.py
Source:app_base.py
...33 self.add_item('globals', "<script>var origin='%s'</script>" % (self.item_id))34 self.content['page-title'] = ''35 36 dynamic = []37 sql = "SELECT * FROM `core.content` WHERE (`item_id`=%%s OR `item_id`='global') %s" % (get_group_query(self))3839 content = self.db.get_records(sql, (self.item_id,))40 for item in content:41 if item['dynamic'] == True:42 dynamic.append(item)43 else:44 self.content[item['block_name']] = item['content']4546 if self.page and self.page['title']:47 self.content['page-title'] = self.page['title']48 49 if len(dynamic) > 0:50 self.process_dynamic(dynamic)51 5253 def not_found(self):54 template = self.load_template('components/not-found')55 self.content['body'] = template.format_map({})56 self.context.status = '404 Not Found'57 self.render(collapse='hard')58 self.last_handler = True59 6061 def component_not_found(self):62 self.error = True63 self.context.status = '404 Not Found'64 self.context.write('Not Found')65 self.last_handler = True66 67 68 def get(self):69 sql = "SELECT * FROM `core.hierarchy` WHERE `path`=%%s %s" % (get_group_query(self))70 page = self.db.get_record(sql, (self.context.path,))7172 if page:73 if page['target']:74 sql = "SELECT * FROM `core.hierarchy` WHERE `item_id`=%%s %s" % (get_group_query(self))75 page = self.db.get_record(sql, (page['target'],))76 if not page:77 return78 79 self.context.path = page['path']80 self.page = page81 self.item_id = page['item_id']82 self.parent_id = page['parent_id']83 if page['template'] != None:84 self.template_file = page['template']8586 self.render(collapse='hard')87 else:88 self.not_found()89 9091 def post(self):92 sql = "SELECT * FROM `core.hierarchy` WHERE `path`=%%s %s" % (get_group_query(self))93 page = self.db.get_record(sql, (self.context.path,))94 if page and page['processor']:95 if hasattr(self, page['processor']):96 method = getattr(self, page['processor'], None)97 if method != None:98 method()
...
groups_repository.py
Source:groups_repository.py
...11 def find_by_id(id: str):12 result = db_session.query(GroupModel).get(id)13 return result.__dict__14 def list(params: ListGroupsQuery):15 query = get_group_query(params.dict())16 result = es.search(index=ES_INDEX_ITEM,17 body=query,18 request_timeout=20,19 ignore=[400, 404],20 size=500)21 if "hits" not in result:22 return []23 hits = result["hits"]["hits"]...
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