initial_data.py 31.5 KB
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893
# -*- coding: utf-8 -
import os
import random
import hashlib
from datetime import timedelta
from tempfile import NamedTemporaryFile
from uuid import uuid4
from faker import Factory
from faker.providers.company.en_US import Provider as CompanyProviderEnUs
from faker.providers.company.ru_RU import Provider as CompanyProviderRuRu
from munch import munchify
from op_faker import OP_Provider
from .local_time import get_now, TZ


fake_en = Factory.create(locale='en_US')
fake_ru = Factory.create(locale='ru_RU')
fake_uk = Factory.create(locale='uk_UA')
fake_uk.add_provider(OP_Provider)
fake = fake_uk
used_identifier_id = []
mode_open =     ["belowThreshold", "aboveThresholdUA", "aboveThresholdEU",
                "aboveThresholdUA.defense", "competitiveDialogueUA", "competitiveDialogueEU", "esco", "closeFrameworkAgreementUA"]
mode_limited =  ["reporting", "negotiation.quick", "negotiation"]
violationType = ["corruptionDescription", "corruptionProcurementMethodType", "corruptionChanges",
                "corruptionPublicDisclosure", "corruptionBiddingDocuments", "documentsForm",
                "corruptionAwarded", "corruptionCancelled", "corruptionContracting"]

# This workaround fixes an error caused by missing "catch_phrase" class method
# for the "ru_RU" locale in Faker >= 0.7.4
fake_ru.add_provider(CompanyProviderEnUs)
fake_ru.add_provider(CompanyProviderRuRu)


def create_fake_sentence():
    return fake.sentence(nb_words=10, variable_nb_words=True)


def create_fake_funder():
    return fake.funders_data()


def get_fake_funder_scheme():
    return fake.funder_scheme()


def create_fake_amount(award_amount, value_added_tax_included=False):
    min_amount_net = award_amount - award_amount * 0.2
    range_amount_net = award_amount - min_amount_net
    half_min_amount_net = min_amount_net + range_amount_net / 2
    half_max_amount_net = half_min_amount_net + range_amount_net
    if value_added_tax_included:
        return round(random.uniform(half_min_amount_net, award_amount), 2)
    else:
        return round(random.uniform(award_amount, half_max_amount_net), 2)


def create_fake_amount_net(award_amount, value_added_tax_included=False):
    min_amount_net = award_amount - award_amount * 0.2
    range_amount_net = award_amount - min_amount_net
    half_min_amount_net = min_amount_net + range_amount_net / 2
    if value_added_tax_included:
        return round(random.uniform(min_amount_net, half_min_amount_net), 2)
    else:
        return round(random.uniform(half_min_amount_net, award_amount), 2)


def create_fake_number(min_number, max_number):
    return random.randint(int(min_number), int(max_number))


def create_fake_number_float(min_number, max_number):
    return round(random.uniform(float(min_number), float(max_number)), 3)


def create_fake_title():
    return u"[ТЕСТУВАННЯ] {}".format(fake.title())


def create_fake_date():
    return get_now().isoformat()


def create_fake_period(days=0, hours=0, minutes=0):
    data = {
        "startDate": get_now().isoformat(),
        "endDate": (get_now() + timedelta(days=days, hours=hours, minutes=minutes)).isoformat()
    }
    return data


def subtraction(value1, value2):
    if "." in str (value1) or "." in str (value2):
        return (float (value1) - float (value2))
    else:
        return (int (value1) - int (value2))


def create_fake_value_amount():
    return fake.random_int(min=1)

def get_number_of_minutes(days, accelerator):
    return 1440 * int(days) / accelerator

def field_with_id(prefix, sentence):
    return u"{}-{}: {}".format(prefix, fake.uuid4()[:8], sentence)


def translate_country_en(country):
    if country == u"Україна":
        return "Ukraine"
    else:
        raise Exception(u"Cannot translate country to english: {}".format(country))


def convert_amount(amount):
    return  (("{:,}".format(float (amount))).replace(',',' ').replace('.',','))


def translate_country_ru(country):
    if country == u"Україна":
        return u"Украина"
    else:
        raise Exception(u"Cannot translate country to russian: {}".format(country))


def create_fake_doc():
    content = fake.text()
    suffix = fake.random_element(('.doc', '.docx', '.pdf'))
    prefix = "{}-{}{}".format("d", fake.uuid4()[:8], fake_en.word())
    tf = NamedTemporaryFile(delete=False, suffix=suffix, prefix=prefix)
    tf.write(content)
    tf.close()
    return tf.name.replace('\\', '\\\\'), os.path.basename(tf.name), content


def create_fake_IsoDurationType(
        years=0, months=0, days=0,
        hours=0, minutes=0, seconds=0):
    return u"P{}Y{}M{}DT{}H{}M{}S".format(
        years, months, days,
        hours, minutes, seconds
    )


def test_tender_data(params,
                     periods=("enquiry", "tender"),
                     submissionMethodDetails=None,
                     funders=None,
                     accelerator=None):
    submissionMethodDetails = submissionMethodDetails \
        if submissionMethodDetails else "quick"
    now = get_now()
    value_amount = round(random.uniform(3000, 99999999.99), 2)  # max value equals to budget of Ukraine in hryvnias
    vat_included = params.get('vat_included', True)
    data = {
        "mode": "test",
        "submissionMethodDetails": submissionMethodDetails,
        "mainProcurementCategory": fake.random_element(('goods', 'services', 'works')),
        "description": fake.description(),
        "description_en": fake_en.sentence(nb_words=10, variable_nb_words=True),
        "description_ru": fake_ru.sentence(nb_words=10, variable_nb_words=True),
        "title": fake.title(),
        "title_en": fake_en.catch_phrase(),
        "title_ru": fake_ru.catch_phrase(),
        "procuringEntity": fake.procuringEntity(),
        "value": {
            "amount": value_amount,
            "currency": u"UAH",
            "valueAddedTaxIncluded": vat_included
        },
        "minimalStep": {
            "amount": round(random.uniform(0.005, 0.03) * value_amount, 2),
            "currency": u"UAH",
            "valueAddedTaxIncluded": vat_included
        },
        "items": [],
        "features": []
    }
    accelerator = accelerator \
        if accelerator else params['intervals']['accelerator']
    data['procurementMethodDetails'] = 'quick, ' \
        'accelerator={}'.format(accelerator)
    data["procuringEntity"]["kind"] = "other"
    if data.get("mode") == "test":
        data["title"] = u"[ТЕСТУВАННЯ] {}".format(data["title"])
        data["title_en"] = u"[TESTING] {}".format(data["title_en"])
        data["title_ru"] = u"[ТЕСТИРОВАНИЕ] {}".format(data["title_ru"])
    period_dict = {}
    inc_dt = now
    for period_name in periods:
        period_dict[period_name + "Period"] = {}
        for i, j in zip(range(2), ("start", "end")):
            inc_dt += timedelta(minutes=params['intervals'][period_name][i])
            period_dict[period_name + "Period"][j + "Date"] = inc_dt.astimezone(TZ).isoformat()
    data.update(period_dict)
    if params.get('moz_integration'):
        cpv_group = 336
    else:
        cpv_group = fake.cpv()[:4]
    if params.get('number_of_lots'):
        data['lots'] = []
        for lot_number in range(params['number_of_lots']):
            lot_id = uuid4().hex
            new_lot = test_lot_data(data['value']['amount'], vat_included)
            data['lots'].append(new_lot)
            data['lots'][lot_number]['id'] = lot_id
            for i in range(params['number_of_items']):
                new_item = test_item_data(cpv_group)
                new_item['relatedLot'] = lot_id
                data['items'].append(new_item)
        value_amount = round(sum(lot['value']['amount'] for lot in data['lots']), 2)
        minimalStep = min(lot['minimalStep']['amount'] for lot in data['lots'])
        data['value']['amount'] = value_amount
        data['minimalStep']['amount'] = minimalStep
        if params.get('lot_meat'):
            new_feature = test_feature_data()
            new_feature['featureOf'] = "lot"
            data['lots'][0]['id'] = data['lots'][0].get('id', uuid4().hex)
            new_feature['relatedItem'] = data['lots'][0]['id']
            data['features'].append(new_feature)
    else:
        for i in range(params['number_of_items']):
            new_item = test_item_data(cpv_group)
            data['items'].append(new_item)
    milestones = params.get('number_of_milestones')
    if milestones:
        data['milestones'] = []
        percentage_data = percentage_generation(milestones)
        for percentage in percentage_data:
            milestone_element = test_milestone_data()
            milestone_element['sequenceNumber'] = len(data['milestones'])
            milestone_element['percentage'] = percentage
            if milestone_element['title'] == 'anotherEvent':
                milestone_element['description'] = fake.sentence(nb_words=40, variable_nb_words=True)
            if params.get('number_of_lots'):
                milestone_element['relatedLot'] = lot_id
            data["milestones"].append(milestone_element)
    if params.get('tender_meat'):
        new_feature = test_feature_data()
        new_feature.featureOf = "tenderer"
        data['features'].append(new_feature)
    if params.get('item_meat'):
        new_feature = test_feature_data()
        new_feature['featureOf'] = "item"
        data['items'][0]['id'] = data['items'][0].get('id', uuid4().hex)
        new_feature['relatedItem'] = data['items'][0]['id']
        data['features'].append(new_feature)
    if not data['features']:
        del data['features']
    if funders is not None:
        data['funders'] = [fake.funders_data() for _ in range(int(funders))]
    data['status'] = 'draft'
    return munchify(data)


def test_tender_data_planning(params):
    data = {
        "budget": {
            "amountNet": round(random.uniform(3000, 999999999.99), 2),
            "description": fake.description(),
            "project": {
                "id": str(fake.random_int(min=1, max=999)),
                "name": fake.description(),
            },
            "currency": "UAH",
            "amount": round(random.uniform(3000, 99999999999.99), 2),
            "id": str(fake.random_int(min=1, max=99999999999)) + "-" + str(fake.random_int(min=1, max=9)),
        },
        "procuringEntity": {
            "identifier": {
                "scheme": "UA-EDR",
                "id": str(fake.random_int(min=1, max=999)),
                "legalName": fake.description(),
            },
            "name": fake.description(),
        },
        "tender": {
            "procurementMethod": "",
            "procurementMethodType": params['mode'],
            "tenderPeriod": {
                "startDate": get_now().replace(hour=0, minute=0, second=0, microsecond=0).isoformat()
            }
        },
        "items": []
        }
    id_cpv=fake.cpv()[:4]
    cpv_data=test_item_data(id_cpv)
    data.update(cpv_data)
    del data['deliveryDate']
    del data['description']
    del data['description_en']
    del data['description_ru']
    del data['deliveryAddress']
    del data['deliveryLocation']
    del data['quantity']
    del data['unit']
    for i in range(params['number_of_items']):
        item_data=test_item_data(id_cpv)
        del item_data['deliveryAddress']
        del item_data['deliveryLocation']
        item_data['deliveryDate']['endDate'] = (get_now() + timedelta(days=10)).replace(hour=0, minute=0, second=0, microsecond=0).isoformat()
        del item_data['deliveryDate']['startDate']
        data['items'].append(item_data)
    if params['mode'] in mode_open:
        data["tender"]["procurementMethod"] = "open"
    if params['mode'] in mode_limited:
        data["tender"]["procurementMethod"] = "limited"
    return munchify(data)


def test_tender_data_limited(params):
    data = test_tender_data(params)
    del data["submissionMethodDetails"]
    del data["minimalStep"]
    del data["enquiryPeriod"]
    del data["tenderPeriod"]
    for lot in data.get('lots', []):
        lot.pop('minimalStep', None)
    data["procuringEntity"]["kind"] = "general"
    data.update({"procurementMethodType": params['mode'], "procurementMethod": "limited"})
    if params['mode'] == "negotiation":
        cause_variants = (
            "artContestIP",
            "noCompetition",
            "twiceUnsuccessful",
            "additionalPurchase",
            "additionalConstruction",
            "stateLegalServices"
        )
        cause = fake.random_element(cause_variants)
    elif params['mode'] == "negotiation.quick":
        cause_variants = ('quick',)
    if params['mode'] in ("negotiation", "negotiation.quick"):
        cause = fake.random_element(cause_variants)
        data.update({
            "cause": cause,
            "causeDescription": fake.description()
        })
    return munchify(data)


def test_feature_data():
    words = fake.words()
    feature = {
        "code": uuid4().hex,
        "title": field_with_id("f", fake.title()),
        "title_en": field_with_id('f', fake_en.sentence(nb_words=5, variable_nb_words=True)),
        "title_ru": field_with_id('f', fake_ru.sentence(nb_words=5, variable_nb_words=True)),
        "description": fake.description(),
        "enum": [
            {
                "value": 0.05,
                "title": words[0]
            },
            {
                "value": 0.01,
                "title": words[1]
            },
            {
                "value": 0,
                "title": words[2]
            }
        ]
    }
    return munchify(feature)


def test_question_data():
    return munchify({
        "data": {
            "author": fake.procuringTenderer(),
            "description": fake.description(),
            "title": field_with_id("q", fake.title())
        }
    })


def test_related_question(question, relation, obj_id):
    question.data.update({"questionOf": relation, "relatedItem": obj_id})
    return munchify(question)


def test_question_answer_data():
    return munchify({
        "data": {
            "answer": fake.sentence(nb_words=40, variable_nb_words=True)
        }
    })


def test_complaint_data():
    data = munchify({
        "data": {
            "author": fake.procuringTenderer(),
            "description": fake.description(),
            "title": fake.title()
        }
    })
    return data


test_claim_data = test_complaint_data


def test_claim_answer_data(status):
    return munchify({
        "data": {
            "status": "answered",
            "resolutionType": status,
            "tendererAction": fake.sentence(nb_words=10, variable_nb_words=True),
            "resolution": fake.sentence(nb_words=15, variable_nb_words=True)
        }
    })


def test_confirm_data(id):
    return munchify({
        "data": {
            "status": "active",
            "id": id
        }
    })


def test_submit_claim_data(claim_id):
    return munchify({
        "data": {
            "id": claim_id,
            "status": "claim"
        }
    })


def test_complaint_reply_data():
    return munchify({
        "data": {
            "status": "resolved"
        }
    })


def test_bid_competitive_data():
    bid = munchify({
        "data": {
            "tenderers": [
                fake.procuringTenderer()
            ]
        }
    })
    if len(used_identifier_id) == 3:
        del used_identifier_id[0]
    id = bid.data.tenderers[0].identifier.id
    while (id in used_identifier_id):
        bid = munchify({
            "data": {
                "tenderers": [
                    fake.procuringEntity()
                ]
            }
        })
        id = bid.data.tenderers[0].identifier.id
    used_identifier_id.append(id)
    bid.data.tenderers[0].address.countryName_en = translate_country_en(bid.data.tenderers[0].address.countryName)
    bid.data.tenderers[0].address.countryName_ru = translate_country_ru(bid.data.tenderers[0].address.countryName)
    bid.data['status'] = 'draft'
    return bid


def test_bid_data():
    bid = munchify({
        "data": {
            "tenderers": [
                fake.procuringTenderer()
            ]
        }
    })
    bid.data.tenderers[0].address.countryName_en = translate_country_en(bid.data.tenderers[0].address.countryName)
    bid.data.tenderers[0].address.countryName_ru = translate_country_ru(bid.data.tenderers[0].address.countryName)
    bid.data['status'] = 'draft'
    return bid


def test_bid_value(max_value_amount, vat_included):
    return munchify({
        "value": {
            "currency": "UAH",
            "amount": round(random.uniform((0.95 * max_value_amount), max_value_amount), 2),
            "valueAddedTaxIncluded": vat_included
        }
    })


def test_bid_value_esco(tender_data):
    annual_cost = []
    for i in range(0, 21):
        cost=round(random.uniform(1, 100), 2)
        annual_cost.append(cost)
    if tender_data['fundingKind'] == "budget":
        yearly_percentage=round(random.uniform(0.01, float(tender_data['yearlyPaymentsPercentageRange'])), 5)
    else:
        yearly_percentage= 0.8
    # when tender fundingKind is budget, yearlyPaymentsPercentageRange should be less or equal 0.8, and more or equal 0
    # when tender fundingKind is other, yearlyPaymentsPercentageRange should be equal 0.8
    return munchify({
        "value": {
            "currency": "UAH",
            "valueAddedTaxIncluded": True,
            "yearlyPaymentsPercentage": yearly_percentage,
            "annualCostsReduction": annual_cost,
            "contractDuration": {
                "years": random.randint(7, 14),
                "days": random.randint(1, 364)
            }
        }
    })


def test_bid_data_selection(data, index):
    bid = munchify({
        "data": {
            "tenderers": [
                data['agreements'][0]['contracts'][index]['suppliers'][0]
            ]
        }
    })
    bid.data['status'] = 'draft'
    bid.data['parameters'] = data['agreements'][0]['contracts'][index]['parameters']
    bid.data['lotValues'] = [test_bid_value(data['agreements'][0]['contracts'][index]['value']['amount'], data['agreements'][0]['contracts'][index]['value']['valueAddedTaxIncluded'])]
    return bid


def test_supplier_data():
    return munchify({
        "data": {
            "suppliers": [
                fake.procuringEntity()
            ],
            "value": {
                "amount": fake.random_int(min=1),
                "currency": "UAH",
                "valueAddedTaxIncluded": True
            },
            "qualified": True
        }
    })


def test_item_data(cpv=None):
    data = fake.fake_item(cpv)
    data["description"] = field_with_id("i", data["description"])
    data["description_en"] = field_with_id("i", data["description_en"])
    data["description_ru"] = field_with_id("i", data["description_ru"])
    startDate = fake.random_int(min=1, max=30)
    endDate = startDate + fake.random_int(min=1, max=7)
    data["deliveryDate"] = {
        "startDate": (get_now() + timedelta(days=startDate)).astimezone(TZ).replace(hour=0, minute=0, second=0, microsecond=0).isoformat(),
        "endDate": (get_now() + timedelta(days=endDate)).astimezone(TZ).replace(hour=0, minute=0, second=0, microsecond=0).isoformat()
    }
    data["deliveryAddress"]["countryName_en"] = translate_country_en(data["deliveryAddress"]["countryName"])
    data["deliveryAddress"]["countryName_ru"] = translate_country_ru(data["deliveryAddress"]["countryName"])
    return munchify(data)


def test_invalid_features_data():
    return [
        {
            "code": "ee3e24bc17234a41bd3e3a04cc28e9c6",
            "featureOf": "tenderer",
            "title": fake.title(),
            "description": fake.description(),
            "enum": [
                {
                    "value": 0.35,
                    "title": fake.word()
                },
                {
                    "value": 0,
                    "title": fake.word()
                }
            ]
        }
    ]


def test_lot_data(max_value_amount, vat_included=True):
    value_amount = round(random.uniform(1, max_value_amount), 2)
    return munchify(
        {
            "description": fake.description(),
            "title": field_with_id('l', fake.title()),
            "title_en": field_with_id('l', fake_en.sentence(nb_words=5, variable_nb_words=True)),
            "title_ru": field_with_id('l', fake_ru.sentence(nb_words=5, variable_nb_words=True)),
            "value": {
                "currency": "UAH",
                "amount": value_amount,
                "valueAddedTaxIncluded": vat_included
            },
            "minimalStep": {
                "currency": "UAH",
                "amount": round(random.uniform(0.005, 0.03) * value_amount, 2),
                "valueAddedTaxIncluded": vat_included
            },
            "status": "active"
        })


def test_lot_document_data(document, lot_id):
    document.data.update({"documentOf": "lot", "relatedItem": lot_id})
    return munchify(document)


def test_change_document_data(document, change_id):
    document.data.update({"documentOf": "change", "relatedItem": change_id})
    return munchify(document)


def test_tender_data_openua(params, submissionMethodDetails):
    # We should not provide any values for `enquiryPeriod` when creating
    # an openUA or openEU procedure. That field should not be present at all.
    # Therefore, we pass a nondefault list of periods to `test_tender_data()`.
    data = test_tender_data(params, ('tender',), submissionMethodDetails)
    data['procurementMethodType'] = 'aboveThresholdUA'
    data['procuringEntity']['kind'] = 'general'
    return data


def test_tender_data_openua_defense(params, submissionMethodDetails):
    """We should not provide any values for `enquiryPeriod` when creating
    an openUA, openEU or openUA_defense procedure. That field should not be present at all.
    Therefore, we pass a nondefault list of periods to `test_tender_data()`."""
    data = test_tender_data(params, ('tender',), submissionMethodDetails)
    data['procurementMethodType'] = 'aboveThresholdUA.defense'
    data['procuringEntity']['kind'] = 'defense'
    return data


def test_tender_data_openeu(params, submissionMethodDetails):
    # We should not provide any values for `enquiryPeriod` when creating
    # an openUA or openEU procedure. That field should not be present at all.
    # Therefore, we pass a nondefault list of periods to `test_tender_data()`.
    data = test_tender_data(params, ('tender',), submissionMethodDetails)
    data['procurementMethodType'] = 'aboveThresholdEU'
    data['title_en'] = "[TESTING]"
    for item_number, item in enumerate(data['items']):
        item['description_en'] = "Test item #{}".format(item_number)
    data['procuringEntity']['name_en'] = fake_en.name()
    data['procuringEntity']['contactPoint']['name_en'] = fake_en.name()
    data['procuringEntity']['contactPoint']['availableLanguage'] = "en"
    data['procuringEntity']['identifier']['legalName_en'] = u"Institution \"Vinnytsia City Council primary and secondary general school № 10\""
    data['procuringEntity']['kind'] = 'general'
    return data


def test_tender_data_framework_agreement(params, submissionMethodDetails):
    data = test_tender_data_openeu(params, submissionMethodDetails)
    data['procurementMethodType'] = 'closeFrameworkAgreementUA'
    data['maxAwardsCount'] = fake.random_int(min=3, max=5)
    data['agreementDuration'] = create_fake_IsoDurationType(
        years=fake.random_int(min=1, max=3),
        months=fake.random_int(min=1, max=8),
        days=fake.random_int(min=1, max=6),
        hours=fake.random_int(min=1, max=20),
        minutes=fake.random_int(min=1, max=50),
        seconds=fake.random_int(min=1, max=50)
    )
    return data


def test_tender_data_competitive_dialogue(params, submissionMethodDetails):
    # We should not provide any values for `enquiryPeriod` when creating
    # an openUA or openEU procedure. That field should not be present at all.
    # Therefore, we pass a nondefault list of periods to `test_tender_data()`.
    data = test_tender_data(params, ('tender',), submissionMethodDetails)
    if params.get('dialogue_type') == 'UA':
        data['procurementMethodType'] = 'competitiveDialogueUA'
    else:
        data['procurementMethodType'] = 'competitiveDialogueEU'
        data['procuringEntity']['contactPoint']['availableLanguage'] = "en"
    data['title_en'] = "[TESTING] {}".format(fake_en.sentence(nb_words=3, variable_nb_words=True))
    for item in data['items']:
        item['description_en'] = fake_en.sentence(nb_words=3, variable_nb_words=True)
    data['procuringEntity']['name_en'] = fake_en.name()
    data['procuringEntity']['contactPoint']['name_en'] = fake_en.name()
    data['procuringEntity']['identifier']['legalName_en'] = fake_en.sentence(nb_words=10, variable_nb_words=True)
    data['procuringEntity']['kind'] = 'general'
    return data


def test_tender_data_selection(procedure_intervals, params, submissionMethodDetails, tender_data=None):
    intervals = procedure_intervals['framework_selection']
    params['intervals'] = intervals
    data = test_tender_data(params, (), submissionMethodDetails)
    data['title_en'] = "[TESTING]"
    data['procuringEntity'] = tender_data['data']['procuringEntity']
    del data['procuringEntity']['contactPoint']['availableLanguage']
    data['procurementMethodType'] = 'closeFrameworkAgreementSelectionUA'
    data['items'] = tender_data['data']['items']
    data['lots'] = tender_data['data']['lots']
    data['agreements'] =  [{'id': tender_data['data']['agreements'][0]['id']}]
    del data['value']
    del data['minimalStep']
    return munchify({'data':data})


def test_change_data():
    return munchify(
    {
        "data":
        {
            "rationale": fake.description(),
            "rationale_en": fake_en.sentence(nb_words=10, variable_nb_words=True),
            "rationale_ru": fake_ru.sentence(nb_words=10, variable_nb_words=True),
            "rationaleTypes": fake.rationaleTypes(amount=3), 
            "status": "pending"
        }
    })


def test_agreement_change_data(rationaleType):
    return munchify(
    {
        "data":
        {
            "rationale": fake.description(),
            "rationale_en": fake_en.sentence(nb_words=10, variable_nb_words=True),
            "rationale_ru": fake_ru.sentence(nb_words=10, variable_nb_words=True),
            "rationaleType": rationaleType,
        }
    })


def test_modification_data(item_id, field_name, field_value):
    data = {
        "modifications": [
            {
                "itemId": item_id,
                field_name: field_value
            }
        ]
    }
    return munchify({'data':data})



def get_hash(file_contents):
    return ("md5:"+hashlib.md5(file_contents).hexdigest())


def tets_monitoring_data( tender_id, accelerator=None):
    data = {
        "reasons": [random.choice(["public", "fiscal", "indicator", "authorities", "media"])],
        "tender_id": tender_id,
        "procuringStages": [random.choice(["awarding", "contracting", "planning"])],
        "parties": [test_party()],
        "mode": "test"
    }
    data['monitoringDetails'] = 'quick, ' \
        'accelerator={}'.format(accelerator)
    return munchify({'data':data})


def test_party():
    party = fake.procuringEntity()
    party["roles"] = [random.choice(['sas', 'risk_indicator'])]
    party["name"] = "The State Audit Service of Ukraine"
    return munchify(party)


def test_dialogue():
    return munchify(
    {
        "data":
        {
            "title": fake_en.sentence(nb_words=10, variable_nb_words=True),
            "description": fake_en.sentence(nb_words=10, variable_nb_words=True)
        }
    })


def test_conclusion(violationOccurred, relatedParty_id):
    return munchify(
    {
       "data": {
            "conclusion": {
                "violationOccurred": violationOccurred,
                "violationType": random.choice(violationType),
                "relatedParty": relatedParty_id,
            }
        }
    })


def test_status_data(status, relatedParty_id=None):
    data = {
        "data": {
            "status": status
        }
    }
    if status in ('stopped', 'cancelled'):
        data["data"]["cancellation"] = {}
        data["data"]["cancellation"]["description"] = fake_en.sentence(nb_words=10, variable_nb_words=True)
        data["data"]["cancellation"]["relatedParty"] = relatedParty_id
    return munchify(data)


def test_elimination_report(corruption, relatedParty_id):
    return munchify({
        "data": {
            "eliminationResolution": {
                "resultByType": {
                    corruption: random.choice(["eliminated", "not_eliminated", "no_mechanism"])
                },
                "relatedParty": relatedParty_id,
                "result": random.choice(["completely", "partly", "none"]),
                "description": fake_en.sentence(nb_words=10, variable_nb_words=True)
            }
        }
    })


def test_tender_data_esco(params, submissionMethodDetails):
    data = test_tender_data(params, ('tender',), submissionMethodDetails)
    data['procurementMethodType'] = 'esco'
    data['title_en'] = "[TESTING]"
    for item_number, item in enumerate(data['items']):
        item['description_en'] = "Test item #{}".format(item_number)
        del item['unit']
    data['procuringEntity']['name_en'] = fake_en.name()
    data['procuringEntity']['contactPoint']['name_en'] = fake_en.name()
    data['procuringEntity']['contactPoint']['availableLanguage'] = "en"
    data['procuringEntity']['identifier']['legalName_en'] = fake_en.sentence(nb_words=10, variable_nb_words=True)
    data['procuringEntity']['kind'] = 'general'
    data['minimalStepPercentage'] = float(round(random.uniform(0.015, 0.03), 5))
    data['fundingKind'] = params['fundingKind']
    data['NBUdiscountRate'] = float(round(random.uniform(0, 0.99), 5))
    percentage_list = []
    del data["value"]
    del data["minimalStep"]
    del data["milestones"]
    for index in range(params['number_of_lots']):
        data['lots'][index]['fundingKind'] = data['fundingKind']
        if index == 0:
            data['lots'][index]['minimalStepPercentage'] = data['minimalStepPercentage']
        else:
            data['lots'][index]['minimalStepPercentage'] = round((float(data['minimalStepPercentage'])-0.0002), 5)
        if data['fundingKind'] == "budget":
            data['lots'][index]['yearlyPaymentsPercentageRange'] = float(round(random.uniform(0.01, 0.8), 5))
        else:
            data['lots'][index]['yearlyPaymentsPercentageRange'] = 0.8
        percentage_list.append(data['lots'][index]['yearlyPaymentsPercentageRange'])
        del data['lots'][index]['value']
        del data['lots'][index]['minimalStep']
    if params['number_of_lots'] == 0:
        if data['fundingKind'] == "budget":
            data['yearlyPaymentsPercentageRange'] = float(round(random.uniform(0.01, 0.8), 3))
        else:
            data['yearlyPaymentsPercentageRange'] = 0.8
    else:
        data['yearlyPaymentsPercentageRange'] = min(percentage_list)
    for index in range(params['number_of_items']):
        del data['items'][index]['deliveryDate']
    return data


def test_milestone_data():
    return munchify({
        "code": random.choice(["prepayment", "postpayment"]),
        "title": fake.milestone_title(),
        "duration": {
            "type": random.choice(["working", "banking", "calendar"]),
            "days": random.randint(1, 364)
        },
        "type": "financing"
    })


def percentage_generation(number_of_milestones):
    # input: number_of_milestones 1, 2, 3, ...
    # output: list of percentage numbers
    percentage_data = [random.randint(1, round(100 / number_of_milestones)) for _ in range(number_of_milestones - 1)]
    percentage_data.append(100 - sum(percentage_data))
    return percentage_data


def invalid_INN_data():
    return munchify({
            "scheme": "INN",
            "description": "Insulin (human)",
            "id": "insulin (human)"
    })