Functional Weave
Code in Python

Capabilities for no framework

Ordered by level: primitives at the bottom of the graph, workflows at the top. Each one carries its own tests, at least 8 per function.

Suites — the capabilities a kind of app is built from: accounting, payroll, an online shop, a clinic…

Collection: React form elements — accessible form components for React, and the pure helpers they use.

Level 0 primitive

math.exp
e to the power x from + - * / only, so TypeScript, Python and Rust return the same double for the same input.
exp in Python
math.sin-cos
Sine and cosine of an angle in radians from + - * / only, so every language returns the same doubles.
sin_cos in Python
charts.extent
The minimum and maximum of a series as [min, max], skipping gaps (null), or null when there is no value.
extent in Python
charts.color
Hex colours to RGB and back, and sRGB channels to linear light and back, identically in every language.
A group of 4: parse_hex, to_hex, srgb_to_linear, linear_to_srgb
logistics.sscc
Build an 18-digit SSCC pallet label number from extension digit, GS1 company prefix and serial, with its check digit.
build_sscc in Python
validation.gtin
Check an EAN-8, UPC-A, EAN-13 or GTIN-14 barcode number against the GS1 mod-10 check digit.
validate_gtin in Python
crypto.sha256
The SHA-256 digest of a byte string (FIPS 180-4), in pure code that also runs in the browser.
sha256 in Python
encoding.base64
Bytes to base64 and base64url text and back (RFC 4648), with strict decoding, identically in every language.
A group of 4: base64_encode, base64_decode, base64_url_encode, base64_url_decode
encoding.hex
Bytes to lowercase hexadecimal text and back (RFC 4648 base16), strictly, identically in every language.
A group of 2: hex_encode, hex_decode
encoding.utf8
Text to UTF-8 bytes and strictly back (RFC 3629), so hashing and signing see the same bytes in every language.
A group of 2: utf8_encode, utf8_decode
math.atan
Arctangent in radians from + - * / only (fdlibm's method), so every language returns the same double.
atan in Python
math.basis-points
Convert a rate between percent, basis points and a plain ratio exactly, as decimal text or integer basis points.
A group of 3: convert_rate, to_basis_points, from_basis_points
math.clamp
Clamp an integer to an inclusive range, refusing a range whose bounds are the wrong way round.
clamp in Python
math.ln
Natural logarithm from + - * / only, so TypeScript, Python and Rust return the same double for the same input.
ln in Python
math.pow
base to the power exponent from + - * / only, exact by squaring for whole exponents, identical in every language.
pow in Python

Level 1 generic concept

charts.scale
Map data values onto screen positions and back: linear, log, time, band and point scales, and nice domains.
A group of 7: linear_scale, invert_linear, nice_domain, log_scale, time_scale, band_scale, point_scale
health.egfr Unreviewed
eGFR in mL/min/1.73 m² by the race-free CKD-EPI 2021 creatinine equation, from creatinine in µmol/L or mg/dL.
egfr_ckd_epi2021 in Python
math.rational
Exact fraction arithmetic, always reduced, for rates and ratios that must not drift.
A group of 8: calculate_rational, rational, add_rational, subtract_rational, multiply_rational, divide_rational, compare_rational, rational_to_integer
fleet.emissions
Vehicle greenhouse gas emissions (grams CO2e) from fuel used or distance, using UK government DESNZ conversion factors.
fleet_emissions in Python
money.compare
Compare two amounts of one currency, refusing to compare across currencies; min, max and clamp too.
A group of 4: compare_money, min_money, max_money, clamp_money
auth.jwt
Sign, verify and decode HS256 JSON Web Tokens (RFC 7519): signature, algorithm and exp/nbf/iat checked with leeway.
A group of 3: sign_jwt, verify_jwt, decode_jwt
charts.format
Axis and label text for charts: tick numbers, SI prefixes (1.2k, 3.4M), percentages, dates and money.
A group of 5: format_tick, format_si, format_percent, format_date, format_money_tick

Level 2 domain function

finance.tax.vat-rate Unreviewed
Look up the VAT rate in force for a jurisdiction, category and date.
vat_rate in Python
finance.tax.remove-vat Unreviewed
Extract the VAT already included in a gross amount, using the rate in force on the date of supply.
remove_vat in Python
charts.shape
SVG path strings for lines, areas, steps, monotone curves, bars, arcs and pie slices, identical in every language.
A group of 7: line_path, area_path, step_path, monotone_curve, bar_rects, arc_path, pie_angles
retail.oss-vat
EU distance-selling VAT: which member state's standard rate applies under OSS and the EUR 10,000 threshold, and the VAT.
oss_vat in Python
todo.group-by-due
Split todos into Overdue, Today, Tomorrow, This week, Later, No date and Done sections, in that order.
A group of 2: group_by_due, group_by_due_with_order
auth.access-token
Issue an API's HS256 access token, read one from an Authorization header, and refuse revoked or superseded ones.
A group of 3: issue_access_token, read_access_token, confirm_access_token
charts.layout
Chart layout: the plot area inside margins, legend items wrapped into rows, and greedy label collision avoidance.
A group of 3: plot_area, legend_rows, avoid_collisions
dates.uk-tax-year
The UK personal tax year containing a date: 6 April to 5 April, with HMRC's label.
uk_tax_year in Python
invest.bond-yield Unreviewed
Current yield and yield to maturity of a fixed-coupon bond from its clean price, as Excel's YIELD defines it.
bond_yield in Python

Level 3 business operation