StatsDaily GetDailyStatsFromRaw(ImmutableDictionary <string, int> header, string line, int?previousDecasedToDate, int?previousOutOfHospitalToDate)
{
var fields = ParseLine(line);
int?deceasedToDate = GetInt("state.deceased.todate", header, fields);
int?deceased = GetDelta(deceasedToDate, previousDecasedToDate);
int?outOfHospitalToDate = GetInt("state.out_of_hospital.todate", header, fields);
int?outOfHospital = GetDelta(outOfHospitalToDate, previousOutOfHospitalToDate);
var cases = new Cases(
GetInt("cases.confirmed", header, fields),
GetInt("cases.confirmed.todate", header, fields),
GetInt("cases.recovered.todate", header, fields),
GetInt("cases.closed.todate", header, fields),
GetInt("cases.active", header, fields),
new HealthSystemSCases(GetInt("cases.hs.employee.confirmed.todate", header, fields)),
new RetirementHomeCases(
GetInt("cases.rh.employee.confirmed.todate", header, fields),
GetInt("cases.rh.occupant.confirmed.todate", header, fields)
),
new UnclassifiedCases(GetInt("cases.unclassified.confirmed.todate", header, fields))
);
var perTreatment = new PerTreatment(
GetInt("state.in_hospital", header, fields),
GetInt("state.in_hospital.todate", header, fields),
GetInt("state.icu", header, fields),
GetInt("state.critical", header, fields),
deceasedToDate,
deceased,
outOfHospitalToDate,
outOfHospital,
GetInt("state.recovered.todate", header, fields)
);
var perRegion = ImmutableDictionary <string, int?> .Empty;
foreach (var pair in header)
{
string[] keyParts = pair.Key.Split('.');
if (keyParts.Length == 3 && keyParts[0] == "region" && keyParts[2] == "todate")
{
perRegion = perRegion.Add(keyParts[1], GetInt(fields[pair.Value]));
}
}
var perAgeSum = ImmutableArray <PerAgeBucket> .Empty;
foreach (var bucket in ageBuckets)
{
var perAge = new PerAgeBucket(
bucket.AgeFrom,
bucket.AgeTo,
GetInt($"age.{bucket.Key}.todate", header, fields),
GetInt($"age.female.{bucket.Key}.todate", header, fields),
GetInt($"age.male.{bucket.Key}.todate", header, fields)
);
perAgeSum = perAgeSum.Add(perAge);
}
var deceasedPerAge = ImmutableArray <PerAgeBucket> .Empty;
foreach (var bucket in ageBuckets)
{
var perAge = new PerAgeBucket(
bucket.AgeFrom,
bucket.AgeTo,
GetInt($"deceased.{bucket.Key}.todate", header, fields),
GetInt($"deceased.female.{bucket.Key}.todate", header, fields),
GetInt($"deceased.male.{bucket.Key}.todate", header, fields)
);
deceasedPerAge = deceasedPerAge.Add(perAge);
}
var date = GetDate(fields[header["date"]]);
var result = new StatsDaily(
GetInt("day", header, fields) ?? 0,
date.Year,
date.Month,
date.Day,
fields[header["phase"]],
GetInt("tests.performed.todate", header, fields),
GetInt("tests.performed", header, fields),
GetInt("tests.positive.todate", header, fields),
GetInt("tests.positive", header, fields),
new Tests(
performed: new CommonTests(
GetInt("tests.performed.todate", header, fields),
GetInt("tests.performed", header, fields)
),
positive: new CommonTests(
GetInt("tests.positive.todate", header, fields),
GetInt("tests.positive", header, fields)
),
regular: new RegularTests(
performed: new CommonTests(
GetInt("tests.regular.performed.todate", header, fields),
GetInt("tests.regular.performed", header, fields)
),
positive: new CommonTests(
GetInt("tests.regular.positive.todate", header, fields),
GetInt("tests.regular.positive", header, fields)
)
),
nSApr20: new RegularTests(
performed: new CommonTests(
GetInt("tests.ns-apr20.performed.todate", header, fields),
GetInt("tests.ns-apr20.performed", header, fields)
),
positive: new CommonTests(
GetInt("tests.ns-apr20.positive.todate", header, fields),
GetInt("tests.ns-apr20.positive", header, fields)
)
)
),
GetInt("age.female.todate", header, fields),
GetInt("age.male.todate", header, fields),
cases,
perTreatment,
perRegion,
perAgeSum,
deceasedPerAge
);
return(result);
}
public ImmutableArray <VaccinationDay> GetVaccinationsFromRaw(string raw)
{
string[] lines = raw.Split('\n');
var header = ParseHeader(lines[0]);
int dateIndex = header["date"];
int administeredIndex = header["vaccination.administered"];
int administeredToDateIndex = header["vaccination.administered.todate"];
int administered2ndIndex = header["vaccination.administered2nd"];
int administered2ndToDateIndex = header["vaccination.administered2nd.todate"];
int usedToDateIndex = header["vaccination.used.todate"];
var usedByManufacturersIndex = header
.Select(h => new { Parts = h.Key.Split('.'), Index = h.Value })
.Where(h => h.Parts.Length == 4 &&
string.Equals(h.Parts[0], "vaccination", StringComparison.Ordinal) &&
string.Equals(h.Parts[2], "used", StringComparison.Ordinal) &&
string.Equals(h.Parts[3], "todate", StringComparison.Ordinal))
.Select(h => new { Manufacturer = h.Parts[1], Index = h.Index })
.ToImmutableArray();
int deliveredToDateIndex = header["vaccination.delivered.todate"];
var deliveredByManufacturersIndex = header
.Select(h => new { Parts = h.Key.Split('.'), Index = h.Value })
.Where(h => h.Parts.Length == 4 &&
string.Equals(h.Parts[0], "vaccination", StringComparison.Ordinal) &&
string.Equals(h.Parts[2], "delivered", StringComparison.Ordinal) &&
string.Equals(h.Parts[3], "todate", StringComparison.Ordinal))
.Select(h => new { Manufacturer = h.Parts[1], Index = h.Index })
.ToImmutableArray();
var result = new List <VaccinationDay>();
foreach (string line in IterateLines(lines))
{
var fields = ParseLine(line);
var date = GetDate(fields[dateIndex]);
var usedByManufacturer = usedByManufacturersIndex
.Select(i => new { Manufacturer = i.Manufacturer, Value = GetInt(fields[i.Index]) })
.Where(v => v.Value.HasValue)
.ToImmutableDictionary(v => v.Manufacturer, v => v.Value.Value);
var deliveredByManufacturer = deliveredByManufacturersIndex
.Select(i => new { Manufacturer = i.Manufacturer, Value = GetInt(fields[i.Index]) })
.Where(v => v.Value.HasValue)
.ToImmutableDictionary(v => v.Manufacturer, v => v.Value.Value);
var perAgeVaccinated = ImmutableArray <PerAgeBucket> .Empty;
foreach (var bucket in ageBuckets)
{
var perAge = new PerAgeBucket(
bucket.AgeFrom,
bucket.AgeTo,
GetInt($"vaccination.age.{bucket.Key}.1st.todate", header, fields),
GetInt($"vaccination.age.{bucket.Key}.2nd.todate", header, fields)
);
perAgeVaccinated = perAgeVaccinated.Add(perAge);
}
var item = new VaccinationDay(date.Year, date.Month, date.Day,
Administered: new VaccinationData(GetInt(fields[administeredIndex]), GetInt(fields[administeredToDateIndex])),
Administered2nd: new VaccinationData(GetInt(fields[administered2ndIndex]), GetInt(fields[administered2ndToDateIndex])),
UsedToDate: GetInt(fields[usedToDateIndex]),
UsedByManufacturer: usedByManufacturer,
DeliveredToDate: GetInt(fields[deliveredToDateIndex]),
DeliveredByManufacturer: deliveredByManufacturer,
perAgeVaccinated
);
result.Add(item);
}
return(result.ToImmutableArray());
}
