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668 lines (559 loc) · 21.2 KB
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const xlsx = require("xlsx");
const crypto = require("crypto");
const assert = require('node:assert').strict;
const attributeTypes = require('./attribute-types');
// An implementation of the interface described in https://struct.register-dynamics.co.uk/trac/wiki/DataImporter/API
// FIXME: State storage all in-memory for now...
let sessionStore = new Map();
let jobStore = new Map();
let dimensionsCache = new Map();
// Maximum number of rows/records to return in one go. While we're all
// in-memory, this merely restricts how much we allocate in one go for a shallow
// copy of a slice of the results; but when we have a non-in-memory backing
// store, this will prevent a caller from blowing out our available memory.
const MAXIMUM_BATCH_SIZE = 100;
exports.MAXIMUM_BATCH_SIZE = MAXIMUM_BATCH_SIZE;
function makeAccessToken(kind) {
return kind + "-" + crypto.randomBytes(16).toString("hex");
}
///
/// Control Interface
///
// Create a new import session; returns session ID (sid)
exports.CreateSession = () => {
let sid = makeAccessToken("s");
sessionStore.set(sid, {});
return sid;
};
///
/// Session Interface
///
// Set the filename of the file for an import session.
exports.SessionSetFile = (sid, filename) => {
const wb = xlsx.readFile(filename, { dense: true, cellStyles: true });
let session = {
filename: filename,
wb: wb,
sheetNames: Array.from(Object.keys(wb.Sheets)),
jobs: new Set(),
}
sessionStore.set(sid, session);
};
function getDimensions(sid) {
let session = sessionStore.get(sid);
let sheetDimensions = new Map();
let cached = dimensionsCache.get(sid);
if (cached) {
return cached
}
Object.keys(session.wb.Sheets).forEach((sheetName) => {
const sheet = session.wb.Sheets[sheetName];
if (sheet["!ref"]) {
const range = xlsx.utils.decode_range(sheet["!ref"]);
// The sheet may contain trailing stub rows, these are rows
// where every cell is a stub, e.g. it contains styles but
// no actual data. We iterate through the rows in reverse
// until we find some actual data, and we can remove that
// many rows off the range.
let trailingStubRows = 0;
const data = sheet["!data"];
for (let i = range.e.r; i >= 0; i--) {
if (data[i] === undefined) {
continue
}
if (!data[i].every((c) => c.t == 'z')) {
break
}
trailingStubRows += 1;
}
sheetDimensions.set(sheetName, {
rows: (range.e.r - trailingStubRows) + 1,
columns: range.e.c + 1
});
} else {
sheetDimensions.set(sheetName, {
rows: 0,
columns: 0
});
}
});
dimensionsCache.set(sid, { sheetDimensions: sheetDimensions })
return {
sheetDimensions: sheetDimensions,
};
}
// Returns the input file structure, as an object with a property
// "sheetDimensions" mapping sheet names to objects with "rows" and "columns"
// properties listing how many rows and columns there are.
exports.SessionGetInputDimensions = (sid) => {
assert(sessionStore.has(sid));
return getDimensions(sid);
};
function randInRange(min, max) {
return Math.floor(Math.random() * (max - min + 1) + min);
}
function clampCounts(startCount, middleCount, endCount, totalRowsInRange) {
// Enforce MAXIMUM_BATCH_SIZE
if (startCount > MAXIMUM_BATCH_SIZE) startCount = MAXIMUM_BATCH_SIZE;
if (middleCount > MAXIMUM_BATCH_SIZE) middleCount = MAXIMUM_BATCH_SIZE;
if (endCount > MAXIMUM_BATCH_SIZE) endCount = MAXIMUM_BATCH_SIZE;
if ((startCount + middleCount + endCount) > totalRowsInRange) {
// Can we reduce middleCount to make it fit?
middleCount = Math.min(middleCount, (totalRowsInRange - startCount - endCount));
if (middleCount < 0) {
// That wasn't enough to prevent the overflow, so we need to reduce start/end counts
middleCount = 0;
if (endCount == 0 || startCount < totalRowsInRange) {
// We can put them all at the start
startCount = totalRowsInRange;
} else {
// We can't fulfill both, so split them evenly, but never return more than asked for
startCount = Math.min(startCount, Math.floor(totalRowsInRange / 2));
}
endCount = Math.min(endCount, totalRowsInRange - startCount);
}
}
return [startCount, middleCount, endCount];
}
function pickUniqueSortedIndexesInRange(start, end, count) {
// Generate middleCount array indexes, in ascending order of index, without repeats
// How many "segments" to pick one element each from are there? Count is
// always at least (end-start+1) so this will always be at elast 1.
let indexes = Array();
let segmentSize = (end - start + 1) / count;
for (let i = 0; i < count; i++) {
// Pick one element from each segment of the input range.
const firstOfSegment = start + Math.floor(i * segmentSize);
const lastOfSegment = start + Math.floor((i + 1) * segmentSize) - 1;
const index = randInRange(firstOfSegment, lastOfSegment);
// They will intrinsically be in order.
indexes.push(index);
}
return indexes;
}
// Returns a suggested range containing just the data, given (optional) header
// and footer ranges. If neither are specified, it will take all of the first
// sheet except the top row. If the header range is specified, it will take all
// the rows below that range (including only the columns in that range). If a
// footer range is also specified, it will stop the data range at the row above
// the footer range.
exports.SessionSuggestDataRange = (sid, headerRange, footerRange) => {
assert(sessionStore.has(sid));
const dimensions = getDimensions(sid);
if (headerRange) {
const sheetName = headerRange.sheet;
const sheetDimensions = dimensions.sheetDimensions.get(sheetName);
if (footerRange) {
// FIXME: Ensure footer is in same sheet as header, and is below the
// header. Not sure how fussy we need to be about the columns in
// the footer. Perhaps they should at least overlap the columns in
// the header.
// Header and footer, so just go from the row below the header to the row above the footer
return {
sheet: sheetName,
start: {
row: headerRange.start.row + 1,
column: headerRange.start.column
},
end: {
row: footerRange.start.row,
column: headerRange.end.column
}
};
} else {
// Header, but no footer, so just go from the row below the header to the end
return {
sheet: sheetName,
start: {
row: headerRange.start.row + 1,
column: headerRange.start.column
},
end: {
row: sheetDimensions.rows - 1,
column: headerRange.end.column
}
};
}
} else {
// No header range specified, so take all but the first row of the first sheet
const sheetName = sessionStore.get(sid).sheetNames[0]; // Find the first sheet
const sheetDimensions = dimensions.sheetDimensions.get(sheetName);
return {
sheet: sheetName,
start: {
row: 1,
column: 0
},
end: {
row: sheetDimensions.rows - 1,
column: sheetDimensions.columns - 1
}
};
}
}
// Return a row from the sheet, filling in cells that are covered by a merge.
function getMergedRow(data, merges, row) {
const rawRow = data[row];
if (!merges) return rawRow; // No merges? Nothing to do!
if (!rawRow) return []; // Do nothing for blank rows, but turn them into empty arrays to reduce special-case coding elsewhere
// Find overlapping merges and expand them
merges.forEach((range) => {
if (range.s.r <= row && range.e.r >= row) {
// It overlaps this row!
const mergedCell = data[range.s.r][range.s.c];
const mergeRow = row - range.s.r;
const mergeRows = range.e.r - range.s.r + 1;
const mergeColumns = range.e.c - range.s.c + 1;
for (let col = range.s.c; col <= range.e.c; col++) {
const cellMergeMetadata = {
column: (col - range.s.c),
row: mergeRow,
rows: mergeRows,
columns: mergeColumns
};
rawRow[col] = Object.assign({}, mergedCell);
rawRow[col].merge = cellMergeMetadata;
}
}
});
return rawRow;
}
function getMergedRows(sheet, start, end) {
const data = sheet["!data"];
const merges = sheet["!merges"];
let result = Array();
for (let index = start; index <= end; index++) {
result.push(getMergedRow(data, merges, index));
}
return result;
}
// Given a row, return the columns from start to end.
// This will extract the desired column range, padding with "undefined"s if the row ends too soon.
function extractColsFromRow(row, start, end) {
if (row === undefined) return [];
// Slice row; but this may result in fewer elements than we want if the row
// wasn't that long to begin with
const sliced = row.slice(start, end);
const wantedLength = end - start;
if (sliced.length < wantedLength) {
let padding = new Array(wantedLength - sliced.length);
padding.fill(undefined);
const padded = sliced.concat(padding);
return padded;
} else {
return sliced;
}
}
function extractColsFromRows(rows, start, end) {
return rows.map((row) => extractColsFromRow(row, start, end));
}
function cellToSampleString(c) {
if (c && c.w) {
return c.w;
} else {
return undefined;
}
}
// Convert a sheet.js cell object to an object for display in an input sample
function cellToSample(c) {
if (c && c.w) {
if (c.merge) {
return {
merge: c.merge,
value: cellToSampleString(c)
};
} else {
return {
value: cellToSampleString(c)
};
}
} else {
return undefined;
}
}
function cellsToSamples(row) {
return row.map(cellToSample);
}
// Returns a sample of rows in a range. range is of the form {sheet: 'Foo', start:{row: X, column: Y}, end:{row: X, column: Y}}.
// Returns three arrays - one with startCount rows from the top of the range,
// one with a random selectino of middleCount rows from the middle, and another
// with endCount rows from the bottom of the range.
// This function reserves the right to return fewer than requested rows.
exports.SessionGetInputSampleRows = (sid, range, startCount, middleCount, endCount) => {
assert(sessionStore.has(sid));
assert(sessionStore.get(sid).wb.Sheets[range.sheet]);
if (range.end.row < range.start.row || range.end.column < range.start.column) {
// Range is empty
return [[], [], []];
}
// If the caller asked for more rows than we have, or if the start/middle/end would overlap, clamp the counts
const totalRowsInRange = (range.end.row - range.start.row + 1);
[startCount, middleCount, endCount] = clampCounts(startCount, middleCount, endCount, totalRowsInRange);
const sheet = sessionStore.get(sid).wb.Sheets[range.sheet];
const data = sheet["!data"];
const merges = sheet["!merges"];
// Extract initial rows
let startRows = extractColsFromRows(getMergedRows(sheet, range.start.row, range.start.row + startCount - 1),
range.start.column, range.end.column + 1);
// Extract random sample of middle rows
let middleStart = range.start.row + startCount; // First row eligible for middle sample
let middleEnd = range.end.row - endCount; // Last row eligible for middle sample
let sortedMiddleIndexes = pickUniqueSortedIndexesInRange(middleStart, middleEnd, middleCount);
// Extract the rows with those indexes
let middleRows = new Array();
for (let i = 0; i < sortedMiddleIndexes.length; i++) {
middleRows.push(extractColsFromRow(getMergedRow(data, merges, sortedMiddleIndexes[i]),
range.start.column, range.end.column + 1));
}
// Extract final rows
let endRows = extractColsFromRows(getMergedRows(sheet, range.end.row - endCount + 1, range.end.row),
range.start.column, range.end.column + 1);
// FIXME: Work out how the xlsx library represents styles and
// rowspan/colspan and make sure that what we return does something useful
// with that information. We DO want styling information to be available in
// the preview, so that users can see their spreadsheet in a more familiar
// form, and because styling information might be a significant part of the
// data.
return [startRows.map(cellsToSamples),
middleRows.map(cellsToSamples),
endRows.map(cellsToSamples)];
};
// Return the unique values in each column in the range. Return no more than
// maxValues values for any given column. Return format is an array, one entry
// per column, whose entries have a .values property that's an array of values
// and a .hasMore property that's a boolean set if the values array was
// truncated to maxValues.
exports.SessionGetInputValues = (sid, range, maxValues) => {
assert(sessionStore.get(sid));
assert(sessionStore.get(sid).wb.Sheets[range.sheet]);
assert(range.end.row >= range.start.row);
assert(range.end.column >= range.start.column);
const sheet = sessionStore.get(sid).wb.Sheets[range.sheet];
const data = sheet["!data"];
const merges = sheet["!merges"];
let columnValues = new Map();
let columnHasMore = new Map();
let columnsNotYetFull = range.end.column - range.start.column + 1;
for (let row = range.start.row; row <= range.end.row; row++) {
let rowData = getMergedRow(data, merges, row);
for (let col = range.start.column; col <= range.end.column; col++) {
// If this column has already overflowed, don't bother processing cells for it any more
if (columnHasMore.get(col)) break;
if (rowData === undefined) {
continue
}
let value = cellToSampleString(rowData[col]);
if (!columnValues.has(col)) {
columnValues.set(col, new Set());
columnHasMore.set(col, false);
}
let values = columnValues.get(col);
if (values.size < maxValues) {
// There's room for more, keep shovelling them in
values.add(value);
} else {
// It's full - but is this a NEW value?
if (!values.has(value)) {
// Yes, it's a new value, so set the "hasMore" flag
columnHasMore.set(col, true);
columnsNotYetFull--;
}
}
}
// Stop process rows if all the columns have hit their value limits
if (columnsNotYetFull == 0) break;
}
let result = new Array(range.end.column - range.start.column + 1);
let resultIdx = 0;
for (let col = range.start.column; col <= range.end.column; col++) {
// Convert the result to a sorted array, for neatness and consistency
result[resultIdx++] = {
inputValues: Array.from(columnValues.get(col).values()).sort(),
hasMore: columnHasMore.get(col)
};
}
return result;
}
exports.SessionDelete = (sid) => {
assert(sessionStore.get(sid));
sessionStore.get(sid).jobs.forEach((jid) => {
jobStore.delete(jid);
});
sessionStore.delete(sid);
dimensionsCache.delete(sid);
}
class JobResult {
constructor(records, errors, warnings) {
this.records = records;
this.errors = errors;
this.warnings = warnings;
}
}
function validateMapping(range, mapping) {
const columnsInRange = range.end.column - range.start.column + 1;
// For now, mappings are just integer column indexes
assert(mapping.attributeMappings);
for (const attrSource of Object.values(mapping.attributeMappings)) {
assert(Number.isInteger(attrSource));
assert(attrSource >= 0);
assert(attrSource < columnsInRange);
}
// Output types are optional, we fall back to basicStringType if not specified
if (mapping.attributeTypes) {
// eslint-disable-next-line no-unused-vars
for (const [attribute, attrType] of Object.entries(mapping.attributeTypes)) {
assert(attrType instanceof Function);
}
}
}
function mapCellValue(cell) {
// FIXME: Be aware of the destination type, and of any other mapping operations configured by the user
return cell.v;
}
exports.SessionPerformMappingJob = (sid, range, mapping, includeErrorRow = false) => {
assert(sessionStore.get(sid));
assert(sessionStore.get(sid).wb.Sheets[range.sheet]);
assert(range.end.row >= range.start.row);
assert(range.end.column >= range.start.column);
validateMapping(range, mapping);
let records = new Array(); // Array of output records
let errors = new Map(); // Maps input row number to list of errors
let warnings = new Map(); // Maps input row number to list of warnings
const sheet = sessionStore.get(sid).wb.Sheets[range.sheet];
const data = sheet["!data"];
const merges = sheet["!merges"];
const attrMap = Object.entries(mapping.attributeMappings);
const attrTypes = mapping.attributeTypes || {};
// TODO: Replace this with a map/sum once range is a real type.
let expectedColumnCount = 0;
for (let rowIdx = range.start.row; rowIdx <= range.end.row; rowIdx++) {
let row = getMergedRow(data, merges, rowIdx);
if (row.length > expectedColumnCount) expectedColumnCount = row.length;
}
for (let rowIdx = range.start.row; rowIdx <= range.end.row; rowIdx++) {
let row = getMergedRow(data, merges, rowIdx);
let record = {};
let foundSomeValues = false;
let rowWarnings = [];
let rowErrors = [];
if (row) {
if (row.length < expectedColumnCount) {
rowWarnings.push("Row has fewer columns than expected, wanted " + expectedColumnCount + " but found " + + row.length)
}
attrMap.forEach((element) => {
const [attr, m] = element;
// For now, attribute mappings are just integer column offsets
const inputColumn = range.start.column + m;
// If a row is missing values at the end, this may be
// represented as a "short" row array.
if (inputColumn < row.length) {
const cell = row[inputColumn];
if (cell && cell.v) {
record[attr] = mapCellValue(cell);
foundSomeValues = true;
}
}
});
}
const rowData = includeErrorRow ? row.map((x) => mapCellValue(x)) : undefined;
if (foundSomeValues) {
// Only if we found something do we validate and map the types
let mappedRecord = {};
Object.entries(record).forEach((element) => {
const [attr, inputVal] = element;
const attrType = attrTypes[attr] || attributeTypes.basicStringType;
const result = attrType(inputVal);
if (result.valid) {
// Succeeded, but maybe an empty result
if (result.value !== undefined) {
mappedRecord[attr] = result.value;
}
} else {
// Failed
result.errors.forEach((text) => {
rowErrors.push({ row: rowIdx, field: attr, message: text, data: rowData });
});
}
});
if (rowErrors.length == 0) {
records.push(mappedRecord);
}
} else {
rowWarnings.push("Row is empty")
}
if (rowWarnings.length > 0) {
warnings.set(rowIdx, rowWarnings);
}
if (rowErrors.length > 0) {
errors.set(rowIdx, rowErrors);
}
}
let jid = makeAccessToken("j");
let job = new JobResult(records, errors, warnings);
jobStore.set(jid, job);
sessionStore.get(sid).jobs.add(jid);
return jid;
}
///
/// Job Interface
///
// Returns number of records, number of rows with errors, number of rows with warnings
exports.JobGetSummary = (jid) => {
assert(jobStore.has(jid));
let job = jobStore.get(jid);
return {
recordCount: job.records.length,
errorCount: job.errors.size,
warningCount: job.warnings.size
};
};
exports.JobGetWarnings = (jid) => {
assert(jobStore.has(jid));
let job = jobStore.get(jid);
return job.warnings;
}
exports.JobGetErrors = (jid) => {
assert(jobStore.has(jid));
let job = jobStore.get(jid);
return job.errors;
}
exports.JobGetSampleRecords = (jid, startCount, middleCount, endCount) => {
assert(jobStore.has(jid));
let records = jobStore.get(jid).records;
// If the caller asked for more rows than we have, or if the start/middle/end would overlap, clamp the counts
const totalRowsInRange = records.length;
[startCount, middleCount, endCount] = clampCounts(startCount, middleCount, endCount, totalRowsInRange);
// Extract initial records
let startRecords = records.slice(0, startCount);
// Extract random sample of middle records
let middleStart = startCount; // First record eligible for middle sample
let middleEnd = records.length - endCount - 1; // Last record eligible for middle sample
let sortedMiddleIndexes = pickUniqueSortedIndexesInRange(middleStart, middleEnd, middleCount);
// Extract the records with those indexes
let middleRecords = new Array();
for (let i = 0; i < sortedMiddleIndexes.length; i++) {
middleRecords.push(records[sortedMiddleIndexes[i]]);
}
// Extract final records
let endRecords = records.slice(records.length - endCount, records.length);
return [startRecords,
middleRecords,
endRecords];
}
exports.JobGetRecords = (jid, start, count) => {
assert(jobStore.has(jid));
const allRecords = jobStore.get(jid).records;
// Clamp start,count to range
if (start < 0) start = 0;
if (start >= allRecords.length) start = allRecords.length - 1;
if (start + count > allRecords.length) count = allRecords.length - start;
if (count > MAXIMUM_BATCH_SIZE) count = MAXIMUM_BATCH_SIZE;
const desiredRecords = allRecords.slice(start, start + count);
return desiredRecords;
}
exports.JobDelete = (sid, jid) => {
assert(sessionStore.has(sid));
assert(jobStore.has(jid));
jobStore.delete(jid);
sessionStore.get(sid).jobs.delete(jid);
}