Beispiel #1
0
def getDownloadData(language, years, variables, countries, rows, columns):
    """Gets download data. Call examples:

    /download/es/1990,1995,2000,2005/energy@iepg,soft@iepg,military@iepg,soft@iepe,energy@iepg/EN,ES,US,GB,FR/year/variable
    
    /download/en/1990,2000/energy@iepg,energy@iepe,iepg,iepe,military_presence@iepg,military_presence@iepe/EN,ES,US/country/variable

    Both columns and rows can have the following values: year, country, variable
    """
    fileName = os.path.join(
        backend["tmpFolder"],
        hashlib.sha256(request.url.strip(request.url_root)).hexdigest() +
        ".xlsx")

    # # Try to get file from cache
    # if os.path.isfile(fileName):
    #     return(send_file(fileName, mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
    #                      attachment_filename="Real_Instituto_Elcano-Solicitud_datos_IEPG.xlsx",
    #                      as_attachment=True))

    translate = dc.isoToEnglish if language == "en" else dc.isoToSpanish
    years = sorted(years.split(","))
    variables = variables.split(",")
    countryList = countries.split(",")
    countries = sorted([{
        k: v
    } for (k, v) in translate.iteritems() if k in countryList],
                       key=lambda t: t.values()[0])

    tabs = ["year", "country", "variable"]
    tabs.remove(columns)
    tabs.remove(rows)
    tabs = tabs[0]

    workbook = xlsxwriter.Workbook(fileName)

    url_format = workbook.add_format({
        "font_color": "blue",
        "underline": 1,
        "bg_color": "white",
        "size": 10
    })

    title_format = workbook.add_format({
        "font_color": "white",
        "size": 20,
        "valign": "vcenter",
        "pattern": 1,
        "bg_color": "#A6192E",
    })

    bold_format = workbook.add_format({"bold": True})

    header_format = workbook.add_format({
        "bg_color": "#FFCD33",
        "text_wrap": "True",
        "valign": "vcenter",
        "align": "center",
        "size": 12
    })

    highlight = workbook.add_format({
        "bg_color": "#eeeeee",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "center",
        "size": 10
    })

    no_highlight = workbook.add_format({
        "bg_color": "#ffffff",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "center",
        "size": 10
    })

    highlightL = workbook.add_format({
        "bg_color": "#eeeeee",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "left",
        "size": 10
    })

    no_highlightL = workbook.add_format({
        "bg_color": "#ffffff",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "left",
        "size": 10
    })

    normalC = workbook.add_format({
        "text_wrap": "True",
        "valign": "vcenter",
        "align": "center",
        "size": 10
    })

    normalL = workbook.add_format({
        "text_wrap": "True",
        "valign": "vcenter",
        "size": 10,
    })

    info = workbook.add_format({"valign": "vcenter", "size": 10})

    note = workbook.add_format({
        "text_wrap": "True",
        "valign": "top",
        "align": "left",
        "size": 11
    })

    allVariables = dict()
    for var in variables:
        varName, varFamily = var.split("@")
        allVariables[varFamily + "@" +
                     varName] = dc.dataSets[varFamily].variables[varName]
        allVariables = OrderedDict(
            sorted(allVariables.items(),
                   key=lambda t: const.variableNames[t[0].split("@")[0]][t[
                       0].split("@")[1]]["order"]))

    metaDataSheetName = u"Nota" if language == "es" else u"Note"
    metaDataNote = const.excelExportNoteES if language == "es" else const.excelExportNoteEN
    worksheet = workbook.add_worksheet(metaDataSheetName)
    worksheet.insert_image(0,0, basePath+ \
                           "cdn/Real_instituto_elcano_logotipo.jpg", {"x_scale": 0.95, "y_scale": 1})

    worksheet.write("A7", metaDataNote, note)
    worksheet.set_row(6, 100, note)
    worksheet.set_column(0, 0, 100, note)

    worksheet.write(
        8, 0, "Más información:".decode("utf-8")
        if language == "es" else "More information:".decode("utf-8"), info)
    worksheet.write_url(9, 0,
                        "http://www.globalpresence.realinstitutoelcano.org",
                        url_format,
                        "http://www.globalpresence.realinstitutoelcano.org")

    if tabs == "variable":
        varTagNum = 1
        for var in variables:
            varSplitted = var.split("@")
            varName = unicode(
                const.variableNames[varSplitted[1]][varSplitted[0]]["name_" +
                                                                    language])
            if varSplitted[1] == "iepg":
                familyName = u"(Índice de Presencia Global)" if language=="es" else \
                             u"(Global Presence Index)"
            else:
                familyName = u"(Índice de Presencia Europea)" if language=="es" else \
                             u"(European Presence Index)"
            tabName = varName + " " + familyName
            tabTag = u"Datos " + str(
                varTagNum) if language == "es" else u"Data " + str(varTagNum)

            title = tabName if language=="en" \
                    else tabName
            variable = allVariables[varSplitted[1] + "@" + varSplitted[0]]

            worksheet = workbook.add_worksheet(tabTag)
            worksheet.set_row(0, 30, title_format)
            worksheet.set_row(1, 30)
            worksheet.write(0, 0, title)
            varTagNum += 1

            row = 2
            if rows == "year":
                for year in years:
                    worksheet.set_column(0, 0, 8)
                    if (row + 2) % 3 == 0:
                        worksheet.write(row, 0, year, highlight)
                    else:
                        worksheet.write(row, 0, year, no_highlight)
                    col = 1
                    for country in countries:
                        worksheet.write(
                            1, col,
                            unicode(country.values()[0].decode("utf-8")),
                            header_format)
                        worksheet.set_column(col, col, 15)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.set_row(row, 18)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)
                        col += 1
                    row += 1
            else:
                for country in countries:
                    worksheet.set_column(0, 0, 30)
                    if (row + 2) % 3 == 0:
                        worksheet.write(
                            row, 0,
                            unicode(country.values()[0].decode("utf-8")),
                            highlight)
                    else:
                        worksheet.write(
                            row, 0,
                            unicode(country.values()[0].decode("utf-8")),
                            no_highlight)
                    col = 1
                    for year in years:
                        worksheet.write(1, col, year, header_format)
                        worksheet.set_column(col, col, 8)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.set_row(row, 18)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)
                        col += 1
                    row += 1

            row += 2
            worksheet.write(
                row, 0, "Más información:".decode("utf-8") if language == "es"
                else "More information:".decode("utf-8"), info)
            worksheet.write_url(
                row + 1, 0,
                "http://www.globalpresence.realinstitutoelcano.org",
                url_format,
                "http://www.globalpresence.realinstitutoelcano.org")

    if tabs == "year":
        for year in years:
            tabTag = u"Año " + str(
                year) if language == "es" else u"Year " + str(year)
            title = u"Data from Elcano Global Presence Index (Data for year "+str(year)+")" if language=="en" \
                    else u"Datos del Índice de Presencia Global Elcano (Datos para el año "+str(year)+")"

            worksheet = workbook.add_worksheet(tabTag)
            worksheet.set_row(0, 30, title_format)
            worksheet.set_row(1, 30)
            worksheet.write(0, 0, title)

            row = 2
            if rows == "variable":
                for var in variables:
                    varSplitted = var.split("@")
                    varName = unicode(const.variableNames[varSplitted[1]][
                        varSplitted[0]]["name_" + language])
                    if varSplitted[1] == "iepg":
                        familyName = u"global" if language == "es" else u"global"
                    else:
                        familyName = u"europea" if language == "es" else u"european"
                    colName = (varName + u" (" + familyName + u")")
                    variable = allVariables[varSplitted[1] + "@" +
                                            varSplitted[0]]
                    worksheet.set_column(0, 0, 30)
                    if (row + 2) % 3 == 0:
                        worksheet.write(row, 0, colName, highlight)
                    else:
                        worksheet.write(row, 0, colName, no_highlight)
                    col = 1
                    for country in countries:
                        worksheet.write(
                            1, col,
                            unicode(country.values()[0].decode("utf-8")),
                            header_format)
                        worksheet.set_column(col, col, 15)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.set_row(row, 25)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)

                        col += 1
                    row += 1
            else:
                for country in countries:
                    worksheet.set_column(0, 0, 15)
                    if (row + 2) % 3 == 0:
                        worksheet.write(
                            row, 0,
                            unicode(country.values()[0].decode("utf-8")),
                            highlight)
                    else:
                        worksheet.write(
                            row, 0,
                            unicode(country.values()[0].decode("utf-8")),
                            no_highlight)
                    col = 1
                    for var in variables:
                        varSplitted = var.split("@")
                        varName = unicode(const.variableNames[varSplitted[1]][
                            varSplitted[0]]["name_" + language])
                        if varSplitted[1] == "iepg":
                            familyName = u"global" if language == "es" else u"global"
                        else:
                            familyName = u"europea" if language == "es" else u"european"
                        colName = (varName + u" (" + familyName + u")")
                        variable = allVariables[varSplitted[1] + "@" +
                                                varSplitted[0]]
                        worksheet.write(1, col, colName, header_format)
                        worksheet.set_column(col, col, 20)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.set_row(row, 25)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)
                        col += 1
                    row += 1

            row += 2
            worksheet.write(
                row, 0, "Más información:".decode("utf-8") if language == "es"
                else "More information:".decode("utf-8"), info)
            worksheet.write_url(
                row + 1, 0,
                "http://www.globalpresence.realinstitutoelcano.org",
                url_format,
                "http://www.globalpresence.realinstitutoelcano.org")

    if tabs == "country":
        for country in countries:
            tabTag = unicode(country.values()[0].decode("utf-8"))
            title = u"Data from Elcano Global Presence Index (Data for "+tabTag+")" if language=="en" \
                    else u"Datos del Índice de Presencia Global Elcano (Datos para "+tabTag+")"

            worksheet = workbook.add_worksheet(tabTag)

            worksheet.set_row(0, 30, title_format)
            worksheet.set_row(1, 30)
            worksheet.write(0, 0, title)

            row = 2
            if rows == "variable":
                for var in variables:
                    varSplitted = var.split("@")
                    varName = unicode(const.variableNames[varSplitted[1]][
                        varSplitted[0]]["name_" + language])
                    if varSplitted[1] == "iepg":
                        familyName = u"global" if language == "es" else u"global"
                    else:
                        familyName = u"europea" if language == "es" else u"european"
                    colName = (varName + u" (" + familyName + u")")
                    variable = allVariables[varSplitted[1] + "@" +
                                            varSplitted[0]]
                    worksheet.set_column(0, 0, 30)
                    if (row + 2) % 3 == 0:
                        worksheet.write(row, 0, colName, highlight)
                    else:
                        worksheet.write(row, 0, colName, no_highlight)
                    col = 1
                    for year in years:
                        worksheet.write(1, col, year, header_format)
                        worksheet.set_column(col, col, 15)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.set_row(row, 30)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)
                        col += 1
                    row += 1
            else:
                for year in years:
                    worksheet.set_column(0, 0, 8)
                    if (row + 2) % 3 == 0:
                        worksheet.write(row, 0, year, highlight)
                    else:
                        worksheet.write(row, 0, year, no_highlight)
                    col = 1
                    for var in variables:
                        varSplitted = var.split("@")
                        varName = unicode(const.variableNames[varSplitted[1]][
                            varSplitted[0]]["name_" + language])
                        if varSplitted[1] == "iepg":
                            familyName = u"global" if language == "es" else u"global"
                        else:
                            familyName = u"europea" if language == "es" else u"european"
                        colName = (varName + u" (" + familyName + u")")
                        variable = allVariables[varSplitted[1] + "@" +
                                                varSplitted[0]]
                        worksheet.write(1, col, colName, header_format)
                        worksheet.set_column(col, col, 25)
                        data = chelpers.getData(variable,
                                                year=year,
                                                code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val), 2) if val != None else None
                        worksheet.write(row, col, fval, normalL)
                        worksheet.set_row(row, 18)
                        if (row + 2) % 3 == 0:
                            worksheet.write(row, col, fval, highlight)
                        else:
                            worksheet.write(row, col, fval, no_highlight)
                        col += 1
                    row += 1

            row += 2
            worksheet.write(
                row, 0, "Más información:".decode("utf-8") if language == "es"
                else "More information:".decode("utf-8"), info)
            worksheet.write_url(
                row + 1, 0,
                "http://www.globalpresence.realinstitutoelcano.org",
                url_format,
                "http://www.globalpresence.realinstitutoelcano.org")

    workbook.close()

    attachName = "Real_Instituto_Elcano-Solicitud_datos_Presencia_Global.xlsx" if language=="es" else \
                 "Elcano_Royal_Institute-Global_Presence_Requested_Data.xlsx"

    return (send_file(
        fileName,
        mimetype=
        "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
        attachment_filename=attachName,
        as_attachment=True))
Beispiel #2
0
def quotes(family,variable,countries,lang):
    """Quotes service. Call example:

    /quotes/iepg/global_global/US,DK,ES,NZ/es
    """
    family = family+"_quota"
    variable = variable+"_global" if variable=="global" else variable
    countriesArray = countries.split(",")
        
    try:
        years = datacache.dataSets[family].variables[variable].getVariableYears()
    except:
        return jsonify({"results": {"points": [], "segments": []}})

    # Sorted lists of years and geoentities
    geoentities = sorted(countriesArray)
    times = sorted([str(y) for y in years])

    # Create a GeoVariableArray
    gva = flux.GeoVariableArray(geoentity=geoentities, time=times)
    gvaInitData = []

    # Prepare data for gva
    for i in range(len(years)):
        year = years[i]
        varData = chelpers.getData(datacache.dataSets[family].variables[variable], 
                                   year=year, countryList=countriesArray)
        data = OrderedDict(sorted(varData.items(), 
                                  key=lambda t: t[1]["code"]))
        data = [v["value"] for k,v in data.iteritems()]
        gvaInitData.extend(data)

    gvaInitData = [x if x is not None else np.nan for x in gvaInitData]
    a = np.swapaxes(np.array(gvaInitData).reshape((len(times), len(geoentities))), 0, 1)
    gva.addVariable("Data", data=a)
    clusters = gva.cluster("Data", quotesClustersSeeds)
    
    # Creating nodes dictionary
    points = []
    for y in range(len(clusters[0])):
        for c in range(len(clusters[0][y])):
            point = dict()
            point["codes"] = [geoentities[x] for x in clusters[0][y][c]]
            point["year"] = times[y]
            point["value"] = clusters[1][y][c]
            points.append(point)

    # Creating segments
    segments = []
    segmentCodes = []
    for c in geoentities:
        pointSequence = []
        for y in times:
            for p in range(len(points)):
                if c in points[p]["codes"] and points[p]["year"]==y:
                    pointSequence.append(p)

        for s in range(len(pointSequence)-1):
            segments.append([pointSequence[s], pointSequence[s+1]])
            segmentCodes.append([c])

    # Erase repeated segments
    i = 0
    while i<len(segments):
        t = i+1
        while t<len(segments):
            if segments[i]==segments[t]:
                segments.pop(t)
                code = segmentCodes.pop(t)
                segmentCodes[i].append(code[0])
            else:
                t+=1
        i+=1

    # Composing output
    out = dict()
    out["points"] = points
    out["segments"] = []

    for i in range(len(segments)):
        seg = dict()
        seg["points"] = segments[i]
        seg["codes"] = segmentCodes[i]
        out["segments"].append(seg)

    return jsonify({"results": out})
Beispiel #3
0
def quotes(family, variable, countries, lang):
    """Quotes service. Call example:

    /quotes/iepg/global_global/US,DK,ES,NZ/es
    """
    family = family + "_quota"
    variable = variable + "_global" if variable == "global" else variable
    countriesArray = countries.split(",")

    try:
        years = datacache.dataSets[family].variables[variable].getVariableYears()
    except:
        return jsonify({"results": {"points": [], "segments": []}})

    # Sorted lists of years and geoentities
    geoentities = sorted(countriesArray)
    times = sorted([str(y) for y in years])

    # Create a GeoVariableArray
    gva = flux.GeoVariableArray(geoentity=geoentities, time=times)
    gvaInitData = []

    # Prepare data for gva
    for i in range(len(years)):
        year = years[i]
        varData = chelpers.getData(
            datacache.dataSets[family].variables[variable], year=year, countryList=countriesArray
        )
        data = OrderedDict(sorted(varData.items(), key=lambda t: t[1]["code"]))
        data = [v["value"] for k, v in data.iteritems()]
        gvaInitData.extend(data)

    gvaInitData = [x if x is not None else np.nan for x in gvaInitData]
    a = np.swapaxes(np.array(gvaInitData).reshape((len(times), len(geoentities))), 0, 1)
    gva.addVariable("Data", data=a)
    clusters = gva.cluster("Data", quotesClustersSeeds)

    # Creating nodes dictionary
    points = []
    for y in range(len(clusters[0])):
        for c in range(len(clusters[0][y])):
            point = dict()
            point["codes"] = [geoentities[x] for x in clusters[0][y][c]]
            point["year"] = times[y]
            point["value"] = clusters[1][y][c]
            points.append(point)

    # Creating segments
    segments = []
    segmentCodes = []
    for c in geoentities:
        pointSequence = []
        for y in times:
            for p in range(len(points)):
                if c in points[p]["codes"] and points[p]["year"] == y:
                    pointSequence.append(p)

        for s in range(len(pointSequence) - 1):
            segments.append([pointSequence[s], pointSequence[s + 1]])
            segmentCodes.append([c])

    # Erase repeated segments
    i = 0
    while i < len(segments):
        t = i + 1
        while t < len(segments):
            if segments[i] == segments[t]:
                segments.pop(t)
                code = segmentCodes.pop(t)
                segmentCodes[i].append(code[0])
            else:
                t += 1
        i += 1

    # Composing output
    out = dict()
    out["points"] = points
    out["segments"] = []

    for i in range(len(segments)):
        seg = dict()
        seg["points"] = segments[i]
        seg["codes"] = segmentCodes[i]
        out["segments"].append(seg)

    return jsonify({"results": out})
Beispiel #4
0
def getDownloadData(language, years, variables, countries, rows, columns):
    """Gets download data. Call examples:

    /download/es/1990,1995,2000,2005/energy@iepg,soft@iepg,military@iepg,soft@iepe,energy@iepg/EN,ES,US,GB,FR/year/variable
    
    /download/en/1990,2000/energy@iepg,energy@iepe,iepg,iepe,military_presence@iepg,military_presence@iepe/EN,ES,US/country/variable

    Both columns and rows can have the following values: year, country, variable
    """
    fileName = os.path.join(backend["tmpFolder"], 
                            hashlib.sha256(request.url.strip(request.url_root)).hexdigest()+".xlsx")

    # # Try to get file from cache
    # if os.path.isfile(fileName):
    #     return(send_file(fileName, mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", 
    #                      attachment_filename="Real_Instituto_Elcano-Solicitud_datos_IEPG.xlsx",
    #                      as_attachment=True))

    translate = dc.isoToEnglish if language=="en" else dc.isoToSpanish
    years = sorted(years.split(","))
    variables = variables.split(",")
    countryList = countries.split(",")
    countries = sorted([{k: v} for (k,v) in translate.iteritems() if k in countryList], 
                       key=lambda t: t.values()[0])

    tabs = ["year", "country", "variable"]
    tabs.remove(columns)
    tabs.remove(rows)
    tabs = tabs[0]

    workbook = xlsxwriter.Workbook(fileName)

    url_format = workbook.add_format({
        "font_color": "blue",
        "underline": 1,
        "bg_color": "white",
        "size": 10
    })

    title_format = workbook.add_format({
        "font_color": "white",
        "size": 20,
        "valign": "vcenter",
        "pattern": 1,
        "bg_color": "#A6192E",
    })

    bold_format = workbook.add_format({
        "bold": True
    })

    header_format = workbook.add_format({
        "bg_color": "#FFCD33",
        "text_wrap": "True",
        "valign": "vcenter",
        "align": "center",
        "size": 12
    })

    highlight = workbook.add_format({
        "bg_color": "#eeeeee",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "center",
        "size": 10
    })

    no_highlight = workbook.add_format({
        "bg_color": "#ffffff",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "center",
        "size": 10
    })

    highlightL = workbook.add_format({
        "bg_color": "#eeeeee",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "left",
        "size": 10
    })

    no_highlightL = workbook.add_format({
        "bg_color": "#ffffff",
        "valign": "vcenter",
        "num_format": "0.00",
        "text_wrap": "True",
        "align": "left",
        "size": 10
    })

    normalC = workbook.add_format({
        "text_wrap": "True",
        "valign": "vcenter",
        "align": "center",
        "size": 10
    })

    normalL = workbook.add_format({
        "text_wrap": "True",
        "valign": "vcenter",
        "size": 10,
        
    })

    info = workbook.add_format({
        "valign": "vcenter",
        "size": 10
    })

    note = workbook.add_format({
        "text_wrap": "True",
        "valign": "top",
        "align": "left",
        "size": 11
    })

    allVariables = dict()
    for var in variables:
        varName, varFamily = var.split("@")
        allVariables[varFamily+"@"+varName] = dc.dataSets[varFamily].variables[varName]
        allVariables = OrderedDict(sorted(allVariables.items(), key=lambda t: 
                                          const.variableNames[t[0].split("@")[0]][t[0].split("@")[1]]["order"]))

    metaDataSheetName = u"Nota" if language=="es" else u"Note"
    metaDataNote = const.excelExportNoteES if language=="es" else const.excelExportNoteEN
    worksheet = workbook.add_worksheet(metaDataSheetName)
    worksheet.insert_image(0,0, basePath+ \
                           "cdn/Real_instituto_elcano_logotipo.jpg", {"x_scale": 0.95, "y_scale": 1})

    worksheet.write("A7", metaDataNote, note)
    worksheet.set_row(6,100,note)
    worksheet.set_column(0,0,100,note)

    worksheet.write(8, 0, "Más información:".decode("utf-8") if language=="es" else 
                    "More information:".decode("utf-8"), info)
    worksheet.write_url(9, 0, "http://www.globalpresence.realinstitutoelcano.org", url_format,
                        "http://www.globalpresence.realinstitutoelcano.org")

    if tabs=="variable":
        varTagNum = 1
        for var in variables:
            varSplitted = var.split("@")
            varName = unicode(const.variableNames[varSplitted[1]][varSplitted[0]]["name_"+language])
            if varSplitted[1]=="iepg":
                familyName = u"(Índice de Presencia Global)" if language=="es" else \
                             u"(Global Presence Index)"
            else:
                familyName = u"(Índice de Presencia Europea)" if language=="es" else \
                             u"(European Presence Index)"
            tabName = varName+" "+familyName
            tabTag = u"Datos "+str(varTagNum) if language=="es" else u"Data "+str(varTagNum)

            title = tabName if language=="en" \
                    else tabName
            variable = allVariables[varSplitted[1]+"@"+varSplitted[0]]

            worksheet = workbook.add_worksheet(tabTag)
            worksheet.set_row(0,30, title_format)
            worksheet.set_row(1,30)
            worksheet.write(0,0,title)
            varTagNum+=1

            row = 2
            if rows=="year":
                for year in years:
                    worksheet.set_column(0,0,8)
                    if (row+2)%3==0:
                        worksheet.write(row,0,year,highlight)
                    else:
                        worksheet.write(row,0,year,no_highlight)
                    col = 1
                    for country in countries:
                        worksheet.write(1,col, unicode(country.values()[0].decode("utf-8")),header_format)
                        worksheet.set_column(col,col,15)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.set_row(row,18)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)
                        col+=1
                    row+=1
            else:
                for country in countries:
                    worksheet.set_column(0,0,30)
                    if (row+2)%3==0:
                        worksheet.write(row,0,unicode(country.values()[0].decode("utf-8")),highlight)
                    else:
                        worksheet.write(row,0,unicode(country.values()[0].decode("utf-8")),no_highlight)
                    col = 1
                    for year in years:
                        worksheet.write(1,col,year, header_format)
                        worksheet.set_column(col,col,8)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.set_row(row,18)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)
                        col+=1
                    row+=1
            
            row+=2
            worksheet.write(row, 0, "Más información:".decode("utf-8") if language=="es" else 
                            "More information:".decode("utf-8"), info)
            worksheet.write_url(row+1, 0, "http://www.globalpresence.realinstitutoelcano.org", url_format,
                                "http://www.globalpresence.realinstitutoelcano.org")

    if tabs=="year":
        for year in years:
            tabTag = u"Año "+str(year) if language=="es" else u"Year "+str(year)
            title = u"Data from Elcano Global Presence Index (Data for year "+str(year)+")" if language=="en" \
                    else u"Datos del Índice de Presencia Global Elcano (Datos para el año "+str(year)+")"

            worksheet = workbook.add_worksheet(tabTag)
            worksheet.set_row(0,30, title_format)
            worksheet.set_row(1,30)
            worksheet.write(0,0,title)

            row = 2
            if rows=="variable":
                for var in variables:
                    varSplitted = var.split("@")
                    varName = unicode(const.variableNames[varSplitted[1]][varSplitted[0]]["name_"+language])
                    if varSplitted[1]=="iepg":
                        familyName = u"global" if language=="es" else u"global"
                    else:
                        familyName = u"europea" if language=="es" else u"european"
                    colName = (varName+u" ("+familyName+u")")
                    variable = allVariables[varSplitted[1]+"@"+varSplitted[0]]
                    worksheet.set_column(0,0,30)
                    if (row+2)%3==0:
                        worksheet.write(row,0,colName,highlight)
                    else:
                        worksheet.write(row,0,colName,no_highlight)
                    col = 1
                    for country in countries:
                        worksheet.write(1,col, unicode(country.values()[0].decode("utf-8")), header_format)
                        worksheet.set_column(col,col,15)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.set_row(row,25)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)

                        col+=1
                    row+=1
            else:
                for country in countries:
                    worksheet.set_column(0,0,15)
                    if (row+2)%3==0:
                        worksheet.write(row,0,unicode(country.values()[0].decode("utf-8")),highlight)
                    else:
                        worksheet.write(row,0,unicode(country.values()[0].decode("utf-8")),no_highlight)
                    col = 1
                    for var in variables:
                        varSplitted = var.split("@")
                        varName = unicode(const.variableNames[varSplitted[1]][varSplitted[0]]["name_"+language])
                        if varSplitted[1]=="iepg":
                            familyName = u"global" if language=="es" else u"global"
                        else:
                            familyName = u"europea" if language=="es" else u"european"
                        colName = (varName+u" ("+familyName+u")")
                        variable = allVariables[varSplitted[1]+"@"+varSplitted[0]]
                        worksheet.write(1,col, colName,header_format)
                        worksheet.set_column(col,col,20)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.set_row(row,25)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)
                        col+=1
                    row+=1
            
            row+=2
            worksheet.write(row, 0, "Más información:".decode("utf-8") if language=="es" else 
                            "More information:".decode("utf-8"), info)
            worksheet.write_url(row+1, 0, "http://www.globalpresence.realinstitutoelcano.org", url_format,
                                "http://www.globalpresence.realinstitutoelcano.org")

    if tabs=="country":
        for country in countries:
            tabTag = unicode(country.values()[0].decode("utf-8"))
            title = u"Data from Elcano Global Presence Index (Data for "+tabTag+")" if language=="en" \
                    else u"Datos del Índice de Presencia Global Elcano (Datos para "+tabTag+")"

            worksheet = workbook.add_worksheet(tabTag)
            
            worksheet.set_row(0,30, title_format)
            worksheet.set_row(1,30)
            worksheet.write(0,0,title)

            row = 2
            if rows=="variable":
                for var in variables:
                    varSplitted = var.split("@")
                    varName = unicode(const.variableNames[varSplitted[1]][varSplitted[0]]["name_"+language])
                    if varSplitted[1]=="iepg":
                        familyName = u"global" if language=="es" else u"global"
                    else:
                        familyName = u"europea" if language=="es" else u"european"
                    colName = (varName+u" ("+familyName+u")")
                    variable = allVariables[varSplitted[1]+"@"+varSplitted[0]]
                    worksheet.set_column(0,0,30)
                    if (row+2)%3==0:
                        worksheet.write(row,0,colName,highlight)
                    else:
                        worksheet.write(row,0,colName,no_highlight)
                    col = 1
                    for year in years:
                        worksheet.write(1,col, year, header_format)
                        worksheet.set_column(col,col,15)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.set_row(row,30)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)
                        col+=1
                    row+=1
            else:
                for year in years:
                    worksheet.set_column(0,0,8)
                    if (row+2)%3==0:
                        worksheet.write(row,0,year,highlight)
                    else:
                        worksheet.write(row,0,year,no_highlight)
                    col = 1
                    for var in variables:
                        varSplitted = var.split("@")
                        varName = unicode(const.variableNames[varSplitted[1]][varSplitted[0]]["name_"+language])
                        if varSplitted[1]=="iepg":
                            familyName = u"global" if language=="es" else u"global"
                        else:
                            familyName = u"europea" if language=="es" else u"european"
                        colName = (varName+u" ("+familyName+u")")
                        variable = allVariables[varSplitted[1]+"@"+varSplitted[0]]
                        worksheet.write(1,col,colName,header_format)
                        worksheet.set_column(col,col,25)
                        data = chelpers.getData(variable, year=year, code=country.keys()[0])
                        val = data.values()[0]["value"]
                        fval = round(float(val),2) if val!=None else None
                        worksheet.write(row,col,fval,normalL)
                        worksheet.set_row(row,18)
                        if (row+2)%3==0:
                            worksheet.write(row,col,fval,highlight)
                        else:
                            worksheet.write(row,col,fval,no_highlight)
                        col+=1
                    row+=1
            
            row+=2
            worksheet.write(row, 0, "Más información:".decode("utf-8") if language=="es" else 
                            "More information:".decode("utf-8"), info)
            worksheet.write_url(row+1, 0, "http://www.globalpresence.realinstitutoelcano.org", url_format,
                                "http://www.globalpresence.realinstitutoelcano.org")

    workbook.close()

    attachName = "Real_Instituto_Elcano-Solicitud_datos_Presencia_Global.xlsx" if language=="es" else \
                 "Elcano_Royal_Institute-Global_Presence_Requested_Data.xlsx"

    return(send_file(fileName, mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", 
                     attachment_filename=attachName, as_attachment=True))